%%time
import csv
from urllib.request import urlopen
# import codecs
# from tqdm import tqdm
# from tqdm._tqdm_notebook import tqdm_notebook
import numpy as np
import pandas as pd

#### PANDAS defaults for displays

pd.set_option('display.max_rows', 2000)
pd.set_option('display.max_columns', 500)

##### Setup SPARQL queries

import urllib.parse
from IPython.display import IFrame
baseurl='https://query.wikidata.org/embed.html#'

def wdq(query='',width=800,height=500):
  return IFrame(baseurl+urllib.parse.quote(query), width=width, height=height)

import requests

wikidata_api_url    = 'https://query.wikidata.org/bigdata/namespace/wdq/sparql'
met_api_url         = 'https://collectionapi.metmuseum.org/public/collection/v1/objects/'
crosswalk_sheet_url = 'https://docs.google.com/spreadsheets/d/1WmXW2CjlLidcUXzahQsB3HjUVvECns4xDyIt-Hw-jW8/export?format=csv&id'

# Use local copy of CSV file for speed
url = 'metmuseum/MetObjects-20190903.csv'

# Read the CSV file into a pandas dataframe
df = pd.read_csv(url,low_memory=False)

# Make a new shallow/efficient copy of dataframe (data in place) with just highlights
# hdf = df[df['Is Highlight'] == True].copy()
query = '''
SELECT ?item ?metid WHERE { 
  ?item wdt:P3634 ?metid .
}
'''
data = requests.post(wikidata_api_url, data={'query': query, 'format': 'json'}).json()

resultarray = []
for item in data['results']['bindings']:
    resultarray.append({
        'qid':   int(item['item']['value'].replace('http://www.wikidata.org/entity/Q','')),
        'metid': int(item['metid']['value']),
    })

metinwd_df = pd.DataFrame(resultarray)
metinwd_df.info(5)
<class 'pandas.core.frame.DataFrame'>
RangeIndex: 10710 entries, 0 to 10709
Data columns (total 2 columns):
metid    10710 non-null int64
qid      10710 non-null int64
dtypes: int64(2)
memory usage: 167.4 KB
# Find hdf elements not already in Wikidata
# This line of code produces Boolean True/False array
# hdf['Object ID'].isin(df_highlights_byvalues['metid']).head(10)

missing_df = df[~df['Object ID'].isin(metinwd_df['metid'])].copy(deep=False)
present_df = df[df['Object ID'].isin(metinwd_df['metid'])].copy(deep=False)

present_df['Object Number'].count()
10617
costume_missing_df = missing_df[missing_df['Department'].str.contains('Costume Institute')].copy(deep=False)

costume_present_df = present_df[present_df['Department'].str.contains('Costume Institute')].copy(deep=False)

costume_all_df = df[df['Department'].str.contains('Costume Institute')].copy(deep=False)
costume_present_df[['Is Highlight','Object ID','Classification','Object Name','Artist Display Name','Artist Role','Artist Begin Date','Dimensions','Is Public Domain']].sample(5)
Is Highlight Object ID Classification Object Name Artist Display Name Artist Role Artist Begin Date Dimensions Is Public Domain
67845 False 81551 NaN Hat NaN NaN NaN NaN True
68174 True 82103 NaN Evening dress Jeanne Lanvin|House of Lanvin Designer|Design House 1867 |1889 NaN False
67433 True 81110 NaN Afternoon dress NaN NaN NaN NaN True
67450 True 81127 NaN Round gown NaN NaN NaN NaN True
67430 True 81107 NaN Coat NaN NaN NaN NaN True
metid_to_qid_df = metinwd_df.set_index('metid')
metid_to_qid_df.sample(5)
qid
metid
484534 19918071
13347 19924457
489403 19917777
459082 20183551
489998 19920643
costume_merged_df = (costume_present_df
 .merge(costume_metid_to_qid_df[['qid']], how='left', right_on='metid', left_on='Object ID')
)

The new "costume_merged_df" should have a new column of 'qid' with the matching Wikidata QID

costume_merged_df.sample(3)
Object Number Is Highlight Is Public Domain Object ID Department Object Name Title Culture Period Dynasty Reign Portfolio Artist Role Artist Prefix Artist Display Name Artist Display Bio Artist Suffix Artist Alpha Sort Artist Nationality Artist Begin Date Artist End Date Object Date Object Begin Date Object End Date Medium Dimensions Credit Line Geography Type City State County Country Region Subregion Locale Locus Excavation River Classification Rights and Reproduction Link Resource Metadata Date Repository Tags qid
25 1989.196 True True 81558 Costume Institute Doublet Doublet French NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN early 1620s 1620 1625 silk NaN The Costume Institute Fund, in memory of Polai... NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN http://www.metmuseum.org/art/collection/search... 9/2/2019 8:00:02 AM Metropolitan Museum of Art, New York, NY Flowers 29383454
40 1980.409.1a–c True True 107620 Costume Institute Dress Dress British NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN ca. 1870 1865 1875 silk NaN Catharine Breyer Van Bomel Foundation Fund, 1980 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN http://www.metmuseum.org/art/collection/search... 9/2/2019 8:00:02 AM Metropolitan Museum of Art, New York, NY Dresses 29383513
11 1978.288.7a, b True False 81113 Costume Institute Dress Dress French NaN NaN NaN NaN Design House NaN Callot Soeurs French, active 1895–1937 NaN Callot Soeurs French 1895 1937 ca. 1924 1919 1929 wool, silk, metallic thread NaN Gift of Julia B. Henry, 1978 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN http://www.metmuseum.org/art/collection/search... 9/2/2019 8:00:02 AM Metropolitan Museum of Art, New York, NY Dresses 29383412
print(costume_merged_df['qid'].to_string(index=False))
 29383383
 29383386
 29383388
 29383391
 29383393
 29383396
 29383398
 29383401
 29383403
 29383407
 29383409
 29383412
  7979098
 29383416
 29383419
 29383423
 29383426
 29383430
 29383434
 29383437
 29383439
 29383442
 29383446
 29383451
 64160175
 29383454
  4115189
 29003788
 29383456
 29383459
 29383466
 29383470
 29383477
 29383485
 29383492
 29383496
 29383499
 29383502
 29383505
 29383510
 29383513
 30063394

Fill in collection (P195) to Costume Institute

Generate Quickstatements to add this to existing highlighted Costume Institute items in Wikidata

Set reference info to "stated in"->"Metropolitan Museum of Art"

Should look like this:

Q29383383|P195|Q67087093|S248|Q160236

collection_prop = 'P195'
costumeinstitute_qid = 'Q67087093'
statedin_prop = 'S248'
met_qid = 'Q160236'

for index, row in costume_merged_df.iterrows():
    print ('Q{}|{}|{}|{}|{}'.format(row['qid'],collection_prop, costumeinstitute_qid,statedin_prop,met_qid))
Q29383383|P195|Q67087093|S248|Q160236
Q29383386|P195|Q67087093|S248|Q160236
Q29383388|P195|Q67087093|S248|Q160236
Q29383391|P195|Q67087093|S248|Q160236
Q29383393|P195|Q67087093|S248|Q160236
Q29383396|P195|Q67087093|S248|Q160236
Q29383398|P195|Q67087093|S248|Q160236
Q29383401|P195|Q67087093|S248|Q160236
Q29383403|P195|Q67087093|S248|Q160236
Q29383407|P195|Q67087093|S248|Q160236
Q29383409|P195|Q67087093|S248|Q160236
Q29383412|P195|Q67087093|S248|Q160236
Q7979098|P195|Q67087093|S248|Q160236
Q29383416|P195|Q67087093|S248|Q160236
Q29383419|P195|Q67087093|S248|Q160236
Q29383423|P195|Q67087093|S248|Q160236
Q29383426|P195|Q67087093|S248|Q160236
Q29383430|P195|Q67087093|S248|Q160236
Q29383434|P195|Q67087093|S248|Q160236
Q29383437|P195|Q67087093|S248|Q160236
Q29383439|P195|Q67087093|S248|Q160236
Q29383442|P195|Q67087093|S248|Q160236
Q29383446|P195|Q67087093|S248|Q160236
Q29383451|P195|Q67087093|S248|Q160236
Q64160175|P195|Q67087093|S248|Q160236
Q29383454|P195|Q67087093|S248|Q160236
Q4115189|P195|Q67087093|S248|Q160236
Q29003788|P195|Q67087093|S248|Q160236
Q29383456|P195|Q67087093|S248|Q160236
Q29383459|P195|Q67087093|S248|Q160236
Q29383466|P195|Q67087093|S248|Q160236
Q29383470|P195|Q67087093|S248|Q160236
Q29383477|P195|Q67087093|S248|Q160236
Q29383485|P195|Q67087093|S248|Q160236
Q29383492|P195|Q67087093|S248|Q160236
Q29383496|P195|Q67087093|S248|Q160236
Q29383499|P195|Q67087093|S248|Q160236
Q29383502|P195|Q67087093|S248|Q160236
Q29383505|P195|Q67087093|S248|Q160236
Q29383510|P195|Q67087093|S248|Q160236
Q29383513|P195|Q67087093|S248|Q160236
Q30063394|P195|Q67087093|S248|Q160236
costume_missing_hdf[['Object ID','Artist Display Name','Artist Role','Artist Begin Date']]
Object ID Artist Display Name Artist Role Artist Begin Date
65706 79142 Valentina Designer 1899
65822 79269 Halston Designer 1932
66114 79585 Ji Eon Kang Designer 1973
66299 79778 NaN NaN NaN
66378 79884 Vivienne Westwood Designer 1941
66654 80208 Yeohlee Teng Designer 1951
66801 80378 Christian Lacroix|House of Patou Designer|Design House 1951 |1919
66954 80547 Jean Paul Gaultier Designer 1952
67158 80790 Yohji Yamamoto Designer 1943
67198 80840 Cristobal Balenciaga|House of Balenciaga Designer|Design House 1895-01-21|1937
67264 80911 James Rosenquist|Hugo Boss Designer|Manufacturer 1933 |1923
67424 81101 Jacques Fath|House of Jacques Fath Designer|Design House 1912 |1937
67425 81102 Cristobal Balenciaga|House of Balenciaga Designer|Design House 1895-01-21|1937
67426 81103 Weeks Designer NaN
67427 81104 Christian Dior|House of Dior Designer|Design House 1905 |1947
67429 81106 Gianni Versace|Gianni Versace Designer|Design House 1946 |1978
67434 81111 Mariano Fortuny|Fortuny Designer|Design House 1871 |1906
67435 81112 Charles Frederick Worth|House of Worth Designer|Design House 1825 |1858
67437 81114 Gabrielle Chanel|House of Chanel Designer|Design House 1883 |1913
67438 81115 Claire McCardell|Townley Frocks Designer|Manufacturer 1905 |1929
67439 81116 Edward Molyneux Designer 1891
67441 81118 André Courrèges Designer 1923
67444 81121 Hubert de Givenchy|House of Givenchy Designer|Design House 1927 |1952
67445 81122 Madame Grès (Alix Barton) Designer 1903
67447 81124 Yves Saint Laurent|Yves Saint Laurent, Paris Designer|Design House 1936 |1961
67448 81125 Charles James Designer 1906
67451 81128 NaN NaN NaN
67454 81131 Gabrielle Chanel|House of Chanel Designer|Design House 1883 |1913
67463 81140 Caroline Reboux Design House 1870
67464 81141 Rudi Gernreich Designer 1922
67465 81142 Elsa Schiaparelli Designer 1890
67466 81143 Giorgio di Sant'Angelo Designer 1933
67686 81387 Marc Jacobs|Louis Vuitton Co. Designer|Design House 1963 |1854
67752 81453 Norma Kamali Designer 1945
67759 81460 Christian Dior|House of Dior Designer|Design House 1905 |1947
67766 81468 Hubert de Givenchy|House of Givenchy Designer|Design House 1927 |1952
67770 81472 Cristobal Balenciaga|House of Balenciaga Designer|Design House 1895-01-21|1937
67774 81476 Rébè|Yves Saint Laurent|House of Dior Manufacturer|Designer|Design House 1936 |1947
67778 81480 Drécoll Design House 1900
67788 81490 Gabrielle Chanel|House of Chanel Designer|Design House 1883 |1913
67959 81692 Gilbert Adrian Designer 1903
68176 82105 House of Worth Design House 1858
68237 82170 H. Harris|F. Scholte Designer|Designer NaN
68308 82419 John Galliano|House of Dior Designer|Design House 1960 |1947
68327 82443 Salvatore Ferragamo|Salvatore Ferragamo Design House|Designer 1929 |1898
68641 82981 Comme des Garçons|Junya Watanabe Design House|Designer 1969 |1961
68707 83175 Bill Blass|PBM|Bonwit Teller & Co. Designer|Manufacturer|Department Store 1922-08-22|1907
68711 83179 Elsa Schiaparelli|Bonwit Teller & Co. Designer|Department Store 1890 |1907
68725 83209 Louiseboulanger Designer 1878
68750 83234 Christian Dior|House of Dior Designer|Design House 1905 |1947
68758 83242 Yves Saint Laurent|Yves Saint Laurent, Paris Designer|Design House 1936 |1961
68765 83250 Gianni Versace|Gianni Versace Designer|Design House 1946 |1978
68774 83259 Madeleine Vionnet Designer 1876
68909 83442 Yves Saint Laurent|Yves Saint Laurent, Paris Designer|Design House 1936 |1961
68910 83443 Emanuel Ungaro Designer 1933
69306 84034 Nettie Rosenstein Designer 1890
71104 87016 House of Paquin|Mme. Jeanne Paquin Design House|Designer 1891 |1869
71130 87370 Giorgio Armani Designer 1934-07-11
71171 87613 Gucci|Tom Ford Design House|Designer 1921 |1961
71387 88645 Alexander McQueen|Alexander McQueen Design House|Designer 1992 |1969
80962 112900 Miguel Adrover Designer 1965
87259 130481 Yves Saint Laurent|Yves Saint Laurent, Paris Designer|Design House 1936 |1961
91890 159388 Charles James Designer 1906

Tests to play with how to gather Designer, Design House and Manufacturer info into a dataframe

list_df = pd.DataFrame(columns=['type','entity'])

array = []
s1 = "Rébè|Yves Saint Laurent|House of Dior"
s2 = "Manufacturer|Designer|Design House"
s3 = "1936 |1947"
array.append([x.strip() for x in s1.split('|')]) 
array.append([x.strip() for x in s2.split('|')])
array.append([x.strip() for x in s3.split('|')])

# array
#new_df = pd.DataFrame([['A','B','C']])
#pd.concat(list_df,new_df)

#list_df
array
[['Rébè', 'Yves Saint Laurent', 'House of Dior'],
 ['Manufacturer', 'Designer', 'Design House'],
 ['1936', '1947']]
new_df = pd.DataFrame(
    {
     'entity': array[0],
     'type'  : array[1]
    }
)

new_df
entity type
0 Rébè Manufacturer
1 Yves Saint Laurent Designer
2 House of Dior Design House

Costume Institute complete collection tests

# Raw counts - not accureate because it's a composite field that may have designer, design house, manufacturer, etc
costume_df['Artist Display Name'].value_counts()
Giorgio di Sant'Angelo                                                                                     555
Charles James                                                                                              453
Cristobal Balenciaga|House of Balenciaga                                                                   315
Madame Grès (Alix Barton)                                                                                  305
Geoffrey Beene                                                                                             264
Yves Saint Laurent|Yves Saint Laurent, Paris                                                               261
Christian Dior|House of Dior                                                                               226
Mainbocher                                                                                                 201
Elsa Schiaparelli                                                                                          177
Halston                                                                                                    155
James Galanos                                                                                              140
Sally Victor                                                                                               135
Hubert de Givenchy|House of Givenchy                                                                       135
Gabrielle Chanel|House of Chanel                                                                           133
Pierre Cardin                                                                                              127
Issey Miyake|Miyake Design Studio                                                                          126
Norman Norell                                                                                              125
Jean Paul Gaultier                                                                                         123
Roger Vivier|House of Dior                                                                                 108
Gilbert Adrian                                                                                             106
Bonnie Cashin                                                                                              106
Claire McCardell|Townley Frocks                                                                            103
Madeleine Vionnet                                                                                          103
Herbert Levine Inc.                                                                                        102
Valentina                                                                                                  102
Elsa Schiaparelli|House of Schiaparelli                                                                     99
Jeanne Lanvin|House of Lanvin                                                                               91
Elizabeth Hawes                                                                                             90
Bergdorf Goodman                                                                                            88
House of Balenciaga|Cristobal Balenciaga                                                                    87
Saks Fifth Avenue                                                                                           87
Vivienne Westwood|Malcolm McLaren                                                                           87
Rudi Gernreich                                                                                              85
Marc Bohan|House of Dior                                                                                    85
Callot Soeurs                                                                                               80
Paul Poiret                                                                                                 78
Brooks Brothers                                                                                             76
House of Worth                                                                                              73
Calvin Klein|Calvin Klein, Inc.                                                                             72
Steven Arpad                                                                                                71
Romeo Gigli                                                                                                 70
Comme des Garçons|Rei Kawakubo                                                                              70
André Courrèges                                                                                             69
Perry Ellis Sportswear Inc.|Perry Ellis                                                                     67
Gianni Versace|Gianni Versace                                                                               66
Valentino                                                                                                   66
Hermès                                                                                                      66
Vivienne Westwood                                                                                           65
Pierre Yantorny                                                                                             64
Serendipity 3                                                                                               61
Susan Bennis/Warren Edwards                                                                                 58
Emilio Pucci                                                                                                57
Mariano Fortuny|Fortuny                                                                                     57
Pauline Trigère                                                                                             55
Todd Oldham                                                                                                 54
Bonnie Cashin|Philip Sills & Co.                                                                            54
Vera Maxwell                                                                                                54
Norman Norell|Traina-Norell                                                                                 53
B. Altman & Co.                                                                                             53
Emanuel Ungaro                                                                                              52
Yohji Yamamoto                                                                                              50
Mugler|Thierry Mugler                                                                                       50
Norma Kamali                                                                                                49
A. Sulka & Company                                                                                          48
Giorgio Armani|Giorgio Armani                                                                               47
Malcolm McLaren|Vivienne Westwood                                                                           47
Helmut Lang                                                                                                 46
Missoni                                                                                                     45
Yves Saint Laurent|Yves Saint Laurent Rive Gauche|Yves Saint Laurent, Paris                                 45
Yves Saint Laurent|House of Dior                                                                            45
Arnold Scaasi                                                                                               44
Edward Molyneux                                                                                             44
Bonnie Cashin|Crescendoe Gloves, Inc.                                                                       44
Gucci                                                                                                       43
Azzedine Alaïa                                                                                              41
House of Chanel|Karl Lagerfeld                                                                              41
Bill Blass|Bill Blass Ltd.                                                                                  41
John Frederics                                                                                              41
Jacques Doucet                                                                                              40
Rei Kawakubo|Comme des Garçons                                                                              39
Thea Porter                                                                                                 39
House of Chanel                                                                                             39
Pierre Balmain|House of Balmain                                                                             39
House of Lanvin|Jeanne Lanvin                                                                               39
Zandra Rhodes                                                                                               38
Lilly Daché                                                                                                 37
Oscar de la Renta|Oscar de la Renta, Ltd.                                                                   37
Charles James|Samuel Winston                                                                                37
Jean Dessès                                                                                                 37
Liberty & Co.                                                                                               36
Karl Lagerfeld|House of Chanel                                                                              36
Henri Bendel                                                                                                36
Dal Co'                                                                                                     35
Jessie Franklin Turner                                                                                      35
Mary McFadden                                                                                               35
Stephen Burrows                                                                                             34
Jean Patou|House of Patou                                                                                   34
Sarah Lipska                                                                                                33
Mr. David Evins                                                                                             33
Dolce & Gabbana                                                                                             32
Manolo Blahnik                                                                                              32
Yeohlee Teng                                                                                                31
Bonwit Teller & Co.                                                                                         30
Jacques Fath|House of Jacques Fath                                                                          30
Hattie Carnegie, Inc.                                                                                       30
House of Balenciaga|Nicolas Ghesquière                                                                      30
House of Chanel|Gabrielle Chanel                                                                            30
Beth Levine|Herbert Levine Inc.                                                                             30
Lucile                                                                                                      29
Judith Leiber|Judith Leiber Couture Ltd.                                                                    29
Maria Gallenga                                                                                              29
Madame Marie Gerber|Callot Soeurs                                                                           29
Mme. Eta Hentz                                                                                              29
Maison Martin Margiela|Martin Margiela                                                                      29
Christian Lacroix                                                                                           29
Patricia von Musulin                                                                                        28
Martin Margiela|Maison Martin Margiela                                                                      28
Tess Sholom|James Galanos                                                                                   27
Adolfo                                                                                                      27
Roger Vivier                                                                                                27
Emile Pingat                                                                                                26
Charles Frederick Worth|House of Worth                                                                      26
Delman                                                                                                      26
Nettie Rosenstein                                                                                           25
J. & J. Slater                                                                                              25
Lord & Taylor                                                                                               25
Tiffany & Co.                                                                                               25
House of Dior                                                                                               24
Kenneth Jay Lane                                                                                            24
Judith Leiber Couture Ltd.|Judith Leiber                                                                    23
Hanae Mori                                                                                                  23
Christian Francis Roth                                                                                      23
Alexander McQueen|Alexander McQueen                                                                         22
Carolyn Schnurer                                                                                            22
Paul Smith                                                                                                  22
Mme. Jeanne Paquin|House of Paquin                                                                          22
Claire McCardell                                                                                            22
Traina-Norell|Norman Norell                                                                                 21
Townley Frocks|Claire McCardell                                                                             21
Trifari                                                                                                     20
Anne Klein|Anne Klein and Company                                                                           20
House of Worth|Jean-Philippe Worth                                                                          20
Golo Footwear Corporation                                                                                   19
Salvatore Ferragamo                                                                                         19
Madame Suzy                                                                                                 19
Donald Brooks                                                                                               19
Christophe                                                                                                  19
Jeanne Hallée                                                                                               19
Abercrombie and Fitch Co.                                                                                   19
Prada|Miuccia Prada                                                                                         19
William J.                                                                                                  18
Claude Montana                                                                                              18
John Galliano|John Galliano                                                                                 18
Jean Muir                                                                                                   18
Patrick Kelly                                                                                               18
Stephen Sprouse                                                                                             18
House of Worth|Charles Frederick Worth                                                                      18
Cristobal Balenciaga|EISA|House of Balenciaga                                                               18
Revillon Frères                                                                                             17
Jean-Philippe Worth|House of Worth                                                                          17
House of Balmain|Pierre Balmain                                                                             17
Mr. John, Inc.                                                                                              17
Royal Worcester Corset Company                                                                              17
Bob, Inc., N.Y.                                                                                             17
Andrew Logan                                                                                                17
Rose Valois                                                                                                 16
Caroline Reboux                                                                                             16
Ralph Rucci                                                                                                 16
I. Miller                                                                                                   16
House of Paquin                                                                                             16
Vera Neumann                                                                                                16
Donna Karan|Donna Karan New York                                                                            16
House of Dior|Christian Dior                                                                                16
Mila Schön                                                                                                  16
House of Schiaparelli                                                                                       16
Babani                                                                                                      16
Tess Sholom                                                                                                 16
Callot Soeurs|Madame Marie Gerber                                                                           16
Paulette                                                                                                    16
John Galliano                                                                                               16
Anne Fogarty                                                                                                15
Alfred J. Cammeyer                                                                                          15
Salvatore Ferragamo|Salvatore Ferragamo                                                                     15
Fendi                                                                                                       15
Nicholas Alan Cope                                                                                          15
Stephen Jones                                                                                               15
Hellstern and Sons                                                                                          15
Boué Soeurs                                                                                                 15
Irving Penn|Paul Poiret                                                                                     15
André Perugia                                                                                               15
Nicolas Ghesquière|House of Balenciaga                                                                      14
Peal & Co., Ltd.                                                                                            14
Stern Brothers                                                                                              14
Emme, Inc.                                                                                                  14
Turnbull & Asser                                                                                            14
Robert Piguet                                                                                               14
Bon Marché                                                                                                  13
Jay-Thorpe, Inc.                                                                                            13
Carolina Herrera                                                                                            13
Ralph Lauren|Ralph Lauren                                                                                   13
Best & Co.                                                                                                  13
Oscar de la Renta|House of Balmain                                                                          13
Worcester Corset Company                                                                                    13
René Mancini                                                                                                13
Chloé                                                                                                       13
Caroline Reboux|Caroline Reboux                                                                             13
Lucien Lelong                                                                                               13
Miriam Haskell                                                                                              12
Whiting and Davis Company, Inc.                                                                             12
Gabriele Knecht                                                                                             12
Dries Van Noten                                                                                             12
Herbert Levine Inc.|Beth Levine                                                                             12
Sophie Gimbel|Saks Fifth Avenue                                                                             12
Lanz of Salzburg                                                                                            12
Irving Penn|Madeleine Vionnet                                                                               12
Rudi Gernreich|Harmon Knitwear                                                                              12
Lucienne Rabaté|Caroline Reboux                                                                             12
Dominick LaValle                                                                                            12
Halston|Bergdorf Goodman                                                                                    12
Issey Miyake                                                                                                12
Seymour Troy Originals                                                                                      12
Maud Frizon                                                                                                 12
House of Patou                                                                                              12
House of Drécoll                                                                                            12
Frederick Loeser & Company                                                                                  12
Wanamaker's                                                                                                 11
Jantzen                                                                                                     11
J. Ferry                                                                                                    11
George Peter Stavropoulos                                                                                   11
Roberto Cavalli                                                                                             11
Rogers, Peet & Company                                                                                      11
Yves Saint Laurent                                                                                          11
Emma Gibbs-Battie                                                                                           11
Montes de Oca                                                                                               11
Hurd Shoe Co.                                                                                               11
Orser & Terrizzi                                                                                            11
Mr. Omar Kiam                                                                                               10
Hattie Carnegie|Hattie Carnegie, Inc.                                                                       10
Koos van den Akker                                                                                          10
Marc Jacobs                                                                                                 10
Ronald Kolodzie                                                                                             10
B. Piattelli                                                                                                10
House of Dior|Marc Bohan                                                                                    10
Barry Kieselstein-Cord                                                                                      10
Balch, Price & Company                                                                                      10
Tina Leser                                                                                                  10
Jacques Fath|Marvella                                                                                       10
Roger Vivier|Saks Fifth Avenue                                                                              10
Brooke Cadwallader                                                                                          10
Abraham & Straus                                                                                            10
Miss Sally Milgrim|Milgrim                                                                                  10
Paco Rabanne                                                                                                10
Weeks                                                                                                       10
Gucci|Tom Ford                                                                                               9
Albanese                                                                                                     9
Maggy Rouff                                                                                                  9
Emilia and Elvira Frezzini                                                                                   9
Selbine                                                                                                      9
Gianni Versace|Versace Couture|Gianni Versace                                                                9
Tess Sholom|Bill Blass Ltd.                                                                                  9
Muriel Kallis Newman                                                                                         9
Kayser-Roth Glove Co., Inc                                                                                   9
Xüly Bet|Lamine Kouyaté                                                                                      9
Netch and Frater                                                                                             9
Sarmi                                                                                                        9
Norman Norell|Hattie Carnegie, Inc.                                                                          9
John Kloss                                                                                                   9
Redfern                                                                                                      9
Reynier                                                                                                      9
Knox                                                                                                         9
Huk-A-Poo                                                                                                    9
Emme, Inc.|Adolfo                                                                                            9
Nellie Harrington                                                                                            9
Ronaldus Shamask                                                                                             9
Wiener Werkstätte                                                                                            9
Jean-Philippe Worth|Charles Frederick Worth|House of Worth                                                   9
Harry Rosenfeld                                                                                              9
House of Balenciaga                                                                                          9
Karl Lagerfeld|Chloé                                                                                         9
Joseph Love, Inc.                                                                                            9
John P. John|Mr. John, Inc.                                                                                  9
Franco Moschino|House of Moschino                                                                            9
Tom Ford|Gucci                                                                                               9
F. L. Dunne & Company                                                                                        9
Mrs. Sylvia Pedlar                                                                                           9
Alexandrine                                                                                                  8
Jacques Heim                                                                                                 8
Suzanne Talbot                                                                                               8
Vendôme & Coro                                                                                               8
Bill Blass                                                                                                   8
Tom Brigance                                                                                                 8
Mrs. Esther A. Klepper                                                                                       8
Brooke Cadwallader|Mrs. Joan Lang                                                                            8
Sonia Rykiel                                                                                                 8
Antonio del Castillo                                                                                         8
Ann Lowe                                                                                                     8
Carolyn Schnurer|ABC Fabrics                                                                                 8
Kenzo|Kenzo Takada                                                                                           8
Mabel Julianelli                                                                                             8
Bruyère                                                                                                      8
Calvin Curtis                                                                                                8
Workers For Freedom                                                                                          8
H. Harris                                                                                                    8
House of Lanvin|Jules François Crahay                                                                        8
Mr. David Evins|I. Miller                                                                                    8
Phelps                                                                                                       8
Bernardo Sandals                                                                                             8
James Lock & Co. Ltd                                                                                         8
Iris Lingerie Co., Inc.|Mrs. Sylvia Pedlar                                                                   8
Andrea Pfister                                                                                               8
House of Dior|Roger Vivier                                                                                   8
Arthur Falkenstein                                                                                           8
Isaac Mizrahi|Mark Atkinson|David Weeks                                                                      8
Gianfranco Ferré|House of Dior                                                                               8
Charles Jourdan|House of Charles Jourdan                                                                     8
Ann Demeulemeester                                                                                           8
Mrs. Esther A. Klepper|Hattie Carnegie, Inc.                                                                 8
House of Charles Jourdan                                                                                     8
Jean-Charles de Castelbajac                                                                                  8
L. P. Hollander & Co., Boston                                                                                8
Guy Laroche                                                                                                  8
House of Lanvin                                                                                              8
Bianchini-Férier|Marc Bohan|House of Dior                                                                    7
John Galliano|House of Dior                                                                                  7
Robert Dudley                                                                                                7
John Patterson & Co.                                                                                         7
Charles James|Cavanaugh Model Form Co.                                                                       7
Miyake Design Studio|Issey Miyake                                                                            7
Crescendoe Gloves, Inc.|Bonnie Cashin                                                                        7
Junya Watanabe                                                                                               7
Formfit Rogers                                                                                               7
Morris Wolock & Co.                                                                                          7
Cadolle                                                                                                      7
Michael Vollbracht                                                                                           7
Emilio Pucci|Saks Fifth Avenue                                                                               7
Rouff                                                                                                        7
Philippe Model                                                                                               7
Hattie Carnegie                                                                                              7
Fiorucci                                                                                                     7
House of Dior|John Galliano                                                                                  7
EISA|Cristobal Balenciaga|House of Balenciaga                                                                7
Stovel & Mason                                                                                               7
Elaine Post                                                                                                  7
The Chelsea Cobbler                                                                                          7
Burberry                                                                                                     7
House of Dior|Yves Saint Laurent                                                                             7
Shaun Leane                                                                                                  7
Hook, Knowles & Co.                                                                                          7
Cavanagh                                                                                                     7
Bruno Magli SP.A.                                                                                            7
Thomas                                                                                                       7
Ceil Chapman                                                                                                 7
Stephen Dweck                                                                                                7
Polo Ralph Lauren|Ralph Lauren|Ralph Lauren                                                                  7
Yves Saint Laurent, Paris|Yves Saint Laurent                                                                 7
Viktor and Rolf                                                                                              7
Sybil Connolly                                                                                               7
Mary Quant                                                                                                   7
Vivienne Westwood|Malcolm McLaren|Seditionaries                                                              7
Mark W. Cross                                                                                                7
Betsey Johnson                                                                                               7
Ciner                                                                                                        7
Walter Florell                                                                                               7
Frattegiani                                                                                                  7
Marshall Field & Company                                                                                     7
Elsa Schiaparelli|House of Lesage                                                                            7
Jo Copeland                                                                                                  7
Philip Treacy                                                                                                7
Miuccia Prada|Prada                                                                                          7
Betsey Johnson|Paraphernalia                                                                                 7
Jean Paul Gaultier|Gaultier Paris                                                                            7
Mondial Shoe|Leather's Best                                                                                  7
House of Chanel|Karl Lagerfeld|House of Chanel                                                               6
Franklin Simon & Co.                                                                                         6
Gianni Versace                                                                                               6
Cartier                                                                                                      6
House of Lanvin|Antonio del Castillo                                                                         6
Jacques Griffe                                                                                               6
Alberto Fabiani                                                                                              6
Miss Muriel King                                                                                             6
Andrew Geller, Inc.                                                                                          6
Bill Blass Ltd.                                                                                              6
Pierre Corrard                                                                                               6
Thom Browne                                                                                                  6
Kansai Yamamoto                                                                                              6
Peter Thomson                                                                                                6
Lloyd                                                                                                        6
Marguery Bolhagen                                                                                            6
Blades                                                                                                       6
Albion                                                                                                       6
Jacques Tiffeau                                                                                              6
Charles Strohbeck, Inc.                                                                                      6
Vivienne Tam                                                                                                 6
Christian Dior|Delman                                                                                        6
Bonnie Cashin|Adler and Adler                                                                                6
Ansonia de Luxe                                                                                              6
Leila Larmon|Stephen Bruce|Serendipity 3                                                                     6
Gelot                                                                                                        6
Carmelo Pomodoro                                                                                             6
Fairyland                                                                                                    6
Walter Steiger                                                                                               6
Palter DeLiso, Inc.                                                                                          6
Nancy Haggerty                                                                                               6
Karl Lagerfeld                                                                                               6
Echo Scarfs                                                                                                  6
Hussein Chalayan                                                                                             6
F. Pinet, Paris                                                                                              6
Sophie Gimbel                                                                                                6
Barbara Hulanicki                                                                                            6
Ben Kahn Furs                                                                                                6
Christian Dior|House of Dior|Christian Dior, Colifichets                                                     6
Mme. Eta Hentz|Ren-Eta Gowns, Inc.                                                                           6
Philippe Venet                                                                                               6
Rifat Ozbek                                                                                                  6
Lilly Pulitzer|Lilly Pulitzer Inc.                                                                           6
Bill Cunningham                                                                                              6
Irving Penn|Madame Grès (Alix Barton)                                                                        6
A.E. Little & Co.                                                                                            6
Celine                                                                                                       6
Shoe Biz                                                                                                     5
Fontana                                                                                                      5
Rosina Schiavone Ferragamo                                                                                   5
A. Gillet                                                                                                    5
Mon. Vignon                                                                                                  5
House of Ricci                                                                                               5
Barbara R. Bolan                                                                                             5
Polo Ralph Lauren|Field Brothers|Ralph Lauren|Ralph Lauren                                                   5
Yves Saint Laurent Rive Gauche|Yves Saint Laurent|Yves Saint Laurent, Paris                                  5
Delman|Bergdorf Goodman                                                                                      5
Levi-Strauss and Company                                                                                     5
Holly Harp                                                                                                   5
Charles Frederick Worth|Jean-Philippe Worth|House of Worth                                                   5
Sinclair Mills|Tom Brigance                                                                                  5
Wetzel                                                                                                       5
Traina-Norell                                                                                                5
Christopher Kane                                                                                             5
Koret                                                                                                        5
Rudi Gernreich|Westwood Knitting Mills                                                                       5
Carlos Falchi                                                                                                5
Fira Benenson                                                                                                5
Madame Pauline                                                                                               5
Scott Barrie                                                                                                 5
Bloomingdale Brothers Inc.                                                                                   5
Rosina Ferragamo Schiavone                                                                                   5
Oscar de la Renta                                                                                            5
Madame Agnès                                                                                                 5
Francesco Maria Bandini                                                                                      5
Fiamma Ferragamo|Salvatore Ferragamo                                                                         5
House of Jacques Fath                                                                                        5
Cole of California                                                                                           5
Adolfo|Saks Fifth Avenue                                                                                     5
Jacques Griffe|Griffe of Paris                                                                               5
Leather's Best|Paul Blavier                                                                                  5
Joseph Love, Inc.|Joseph Love, Inc.                                                                          5
Hanes Hosiery, Inc.                                                                                          5
Chéruit                                                                                                      5
Bill Tice                                                                                                    5
As Four                                                                                                      5
Anne Klein|Calderon                                                                                          5
Herbert Luey                                                                                                 5
Billy Boy                                                                                                    5
Reeves Brothers Inc.|Mrs. Helen Cookman                                                                      5
Louise Nevelson                                                                                              5
Marcel Rochas                                                                                                5
House of Chanel|Massaro                                                                                      5
Gianfranco Ferré                                                                                             5
Parachute                                                                                                    5
Dupuy                                                                                                        5
Felix Chabluk Smith                                                                                          5
Raymond Duncan                                                                                               5
Dobbs                                                                                                        5
Braagaard                                                                                                    5
Catherine Donovan                                                                                            5
Tom Binns                                                                                                    5
Alexander McQueen                                                                                            5
Sybilla                                                                                                      5
Louiseboulanger                                                                                              5
Kenzo                                                                                                        5
A. G. Spalding & Bros.                                                                                       5
Depret                                                                                                       5
Galeries Lafayette                                                                                           5
George Halley                                                                                                5
Milch                                                                                                        5
Ethel L. Wilson Hughes                                                                                       5
Crocker                                                                                                      4
André Laug                                                                                                   4
Roger Vivier|Delman                                                                                          4
House of Worth|Roger Worth                                                                                   4
Newton Elkin Shoe Co.                                                                                        4
Christian Louboutin                                                                                          4
Irving Penn|Mme. Jeanne Paquin                                                                               4
House of Premet                                                                                              4
Iida & Co./Takashimaya                                                                                       4
Hubert de Givenchy|Massaro                                                                                   4
Henry Poole & Co.                                                                                            4
Vera Wang                                                                                                    4
Myrbor                                                                                                       4
House of Schiaparelli|Jean Clemént|Roger Jean-Pierre                                                         4
Madame Geo                                                                                                   4
C. G. Gunther's Sons                                                                                         4
Carolyn Schnurer|Dan River Mills                                                                             4
Jenny                                                                                                        4
Beer|Gustave Beer                                                                                            4
Marc Jacobs|Perry Ellis Sportswear Inc.                                                                      4
House of Givenchy|Hubert de Givenchy                                                                         4
Florsheim                                                                                                    4
Gorham Manufacturing Company                                                                                 4
Harrods, Ltd.                                                                                                4
Langdon, Batcheller & Company                                                                                4
Anthony Muto                                                                                                 4
Carey Adina                                                                                                  4
Capezio Inc.                                                                                                 4
Angel Estrada                                                                                                4
Eduardo Costa                                                                                                4
Oscar de la Renta, Ltd.|Oscar de la Renta                                                                    4
Bill Blass|PBM                                                                                               4
Ken Scott                                                                                                    4
Mollie Parnis                                                                                                4
Etcetera                                                                                                     4
John P. John|John Frederics                                                                                  4
R. H. Macy & Co.                                                                                             4
Elsa Schiaparelli|Jean Clemént                                                                               4
Viola Sylbert                                                                                                4
Dorothée Bis                                                                                                 4
Helene Arpels                                                                                                4
Ridabock & Company                                                                                           4
Opening Ceremony|Yoko Ono                                                                                    4
Scarves by Vera, Inc.|Vera Neumann                                                                           4
Hubert de Givenchy                                                                                           4
Germaine Vittu                                                                                               4
Jean Muir|Henri Bendel                                                                                       4
Patrick Cox                                                                                                  4
I. Magnin & Co.                                                                                              4
Carolyn Schnurer|Hollander                                                                                   4
Bonnie August|Danskin|Milliken                                                                               4
Elsa Schiaparelli|Irving Penn                                                                                4
Elias Daggs                                                                                                  4
Chipp New York New Haven                                                                                     4
Claude Sabbah                                                                                                4
Irene Galitzine                                                                                              4
Mr. Luis Estévez                                                                                             4
Gant Venice                                                                                                  4
Pablo Picasso|J. C. D'Ahetze                                                                                 4
House of Balenciaga|Demna Gvasalia                                                                           4
Eugénie Safontas                                                                                             4
Anne Klein                                                                                                   4
Worcester Skirt Company                                                                                      4
Margaret Jerrold                                                                                             4
Esther Dorothy                                                                                               4
Malcolm McLaren|Vivienne Westwood|Seditionaries                                                              4
Claude Lalanne                                                                                               4
Shannon Rodgers                                                                                              4
Billy Weiss|Herzman Scarfs                                                                                   4
Wamsutta|Carolyn Schnurer                                                                                    4
House of Paquin|Mme. Jeanne Paquin                                                                           4
Fendi|Bergdorf Goodman                                                                                       4
Cristobal Balenciaga|René Mancini|House of Balenciaga                                                        4
Larry Le Gaspi                                                                                               4
Madame Grès (Alix Barton)|Mr. David Evins                                                                    4
Bill Blass|PBM|Bonwit Teller & Co.                                                                           4
Karl Lagerfeld|Fendi                                                                                         4
Yves Saint Laurent Rive Gauche|Yves Saint Laurent, Paris                                                     4
Massaro                                                                                                      4
Issey Miyake|A-POC                                                                                           4
Aux Mille and Une Nuits                                                                                      4
Irving Penn|Callot Soeurs                                                                                    4
Yves Saint Laurent, Paris|Yves Saint Laurent, Paris                                                          4
Elsa Peretti                                                                                                 4
Hickson Inc.                                                                                                 4
Norman Norell|Bonwit Teller & Co.                                                                            4
Jean Barthet                                                                                                 4
François Villon                                                                                              4
Yves Saint Laurent, Paris|Yves Saint Laurent|Yves Saint Laurent Rive Gauche                                  4
Yohji Yamamoto|Y-3                                                                                           4
Madame Grès (Alix Barton)|Massaro                                                                            4
G. Fox & Company                                                                                             4
Hubert de Givenchy|House of Givenchy|Roger Vivier                                                            4
Franco Moschino|Moschino Couture|House of Moschino                                                           4
Charles Jourdan                                                                                              4
Mazane                                                                                                       4
Iris Van Herpen|Iris Van Herpen                                                                              4
Maximilian                                                                                                   4
Préville                                                                                                     4
Bill Gibb                                                                                                    3
Adele Simpson                                                                                                3
House of Balmain|Oscar de la Renta                                                                           3
Jacques Fath                                                                                                 3
B. H. Wragge                                                                                                 3
Cluett, Peabody & Company, Inc.                                                                              3
Chanel Boutique|Karl Lagerfeld|House of Chanel                                                               3
House of Dior|Miss Dior                                                                                      3
Camille                                                                                                      3
Ossie Clark                                                                                                  3
Ossie Clark|Quorum                                                                                           3
Mr. Philip Hulitar                                                                                           3
Brioni                                                                                                       3
Vivienne Westwood|Keith Haring|Malcolm McLaren                                                               3
Thierry Mugler|Mugler                                                                                        3
Denise Sarrault|Right Now                                                                                    3
Ralph Lauren|Ralph Lauren|Polo Ralph Lauren                                                                  3
Cangemi, Inc.                                                                                                3
Mark Mooring                                                                                                 3
Rick Owens                                                                                                   3
Ben Zuckerman                                                                                                3
Palter DeLiso, Inc.|Bonwit Teller & Co.                                                                      3
Stephen Bruce|Leila Larmon|Serendipity 3                                                                     3
Georges Kaplan                                                                                               3
Isabel Canovas                                                                                               3
Jean Cacharel                                                                                                3
Carolyn Schnurer|Galey and Lord, Inc.                                                                        3
Lanvin-Castillo|Antonio del Castillo                                                                         3
Chester Weinberg                                                                                             3
Hickey Freeman|F. R. Tripler & Co.                                                                           3
Pam Hogg                                                                                                     3
Dominique France                                                                                             3
Federico Forquet                                                                                             3
Ralph Lauren                                                                                                 3
Claude Saint-Cyr                                                                                             3
Betaille                                                                                                     3
H. O'Neill & Co.                                                                                             3
Jacqmar                                                                                                      3
Tommy Nutter                                                                                                 3
Christian Dior|Christian Dior, New York                                                                      3
Nina-Fay Foundations, Inc.                                                                                   3
Diane von Furstenberg                                                                                        3
De Pinna                                                                                                     3
Anne Fogarty|Capezio Inc.                                                                                    3
Mrs. Osborn Company                                                                                          3
Jack Rogers                                                                                                  3
Bally of Switzerland                                                                                         3
Hollander|Carolyn Schnurer                                                                                   3
Comme des Garçons                                                                                            3
La Ray Footwear                                                                                              3
Damon Creations|Larry Weinstein                                                                              3
Martial & Armand                                                                                             3
Carolyn Schnurer|S. Edwards                                                                                  3
Vivienne Westwood|Malcolm McLaren|SEX|Seditionaries                                                          3
Christian Lacroix|House of Patou                                                                             3
Bernard Weatherill                                                                                           3
James Lindsay McCreery|Mr. Field, Inc.                                                                       3
House of Moschino                                                                                            3
Hawes & Curtis, Ltd.                                                                                         3
Manby                                                                                                        3
Bronzini|Brooke Cadwallader                                                                                  3
Gundry & Sons                                                                                                3
Julio                                                                                                        3
Salvatore Ferragamo|Fiamma Ferragamo                                                                         3
Nike                                                                                                         3
Gale Epstein                                                                                                 3
Wasservogel Corsetière                                                                                       3
Prada                                                                                                        3
Vera Neumann|Scarves by Vera, Inc.                                                                           3
Fortuny|Mariano Fortuny                                                                                      3
Briggs & Sons, London                                                                                        3
Furst and Mooney, Inc                                                                                        3
Norman Hartnell                                                                                              3
Staron|Marc Bohan|House of Dior                                                                              3
Rae Spencer-Cullen                                                                                           3
Nancy Haggerty Shoes, Inc.                                                                                   3
Oscar de la Renta|Oscar de la Renta                                                                          3
Geoffrey Beene|Saks Fifth Avenue                                                                             3
Bernard Figueroa                                                                                             3
Roberta di Camerino                                                                                          3
Julius Kayser & Company                                                                                      3
Robert Lee Morris|Donna Karan New York                                                                       3
Goupy                                                                                                        3
Albertina-Roma                                                                                               3
Stein & Blaine                                                                                               3
Rayne                                                                                                        3
Osvaldo Testa                                                                                                3
Myrbor|Sarah Lipska                                                                                          3
Mr. Fish                                                                                                     3
Fernando Sanchez                                                                                             3
Cerruti 1881                                                                                                 3
Fabrice                                                                                                      3
Samo                                                                                                         3
Saks & Company                                                                                               3
Raf Simons|House of Dior                                                                                     3
H & W Company                                                                                                3
Terry Mayer|Tiffany & Co.                                                                                    3
Amelia Gray|James Galanos                                                                                    3
Simon Costin                                                                                                 3
Christian Dior|House of Dior|Hattie Carnegie, Inc.                                                           3
James McCreery & Company                                                                                     3
West's                                                                                                       3
J.C. Penney Co., Inc.                                                                                        3
Simonetta                                                                                                    3
Fenton Footwear|Saks Fifth Avenue                                                                            3
C. Nannelli                                                                                                  3
Derigú                                                                                                       3
Comme des Garçons|Junya Watanabe                                                                             3
Chéruit|Raudnitz and Co. - Huet and Chéruit                                                                  3
Maniatis Bottier, Paris                                                                                      3
House of Dior|Raf Simons|House of Dior                                                                       3
N. Greco                                                                                                     3
Perry Ellis|Perry Ellis                                                                                      3
Tokio Kumagaï                                                                                                3
Demna Gvasalia|House of Balenciaga                                                                           3
Isaac Mizrahi|Manolo Blahnik                                                                                 3
Elsa Schiaparelli|Bonwit Teller & Co.                                                                        3
Pierre Cardin|Bonwit Teller & Co.                                                                            3
Maison Lewis                                                                                                 3
Elsa Peretti|Tiffany & Co.                                                                                   3
Henriette Favre                                                                                              3
Gantner of California                                                                                        3
Viktor and Rolf|Viktor and Rolf                                                                              3
Edward Gellman                                                                                               3
Elsa Schiaparelli|Saks Fifth Avenue                                                                          3
Van Raalte                                                                                                   3
Giorgio Armani                                                                                               3
House of Moschino|Franco Moschino                                                                            3
A. Felix                                                                                                     3
Hardy Amies                                                                                                  3
Norman Norell|Mr. David Evins                                                                                3
House of Ricci|Olivier Theyskens                                                                             3
Gabrielle Chanel                                                                                             3
Mark Mooring|Bergdorf Goodman                                                                                3
John Cavanagh                                                                                                3
Zandra Rhodes|Henri Bendel                                                                                   3
Giorgio di Sant'Angelo|Tess Sholom                                                                           3
James McCutcheon & Co.                                                                                       3
Poster Dress, Ltd.|Harry Gordon                                                                              3
P. Rouillier                                                                                                 3
John Moore                                                                                                   3
Cristobal Balenciaga|Roger Vivier|House of Balenciaga                                                        3
Ball Band                                                                                                    3
Leather's Best                                                                                               3
Sonia Rykiel|Henri Bendel                                                                                    3
Nikolas C. Mills                                                                                             3
Mme. Uoll Gross                                                                                              3
H. Jaeckal & Sons                                                                                            3
Karl Lagerfeld|House of Chanel|House of Chanel                                                               3
Mme. Germaine Monteil                                                                                        3
F. R. Tripler & Co.                                                                                          3
Karl Lagerfeld|Chloé|Saks Fifth Avenue                                                                       3
Fragiacomo                                                                                                   3
John Stephen                                                                                                 3
Christian Lacroix|Christian Lacroix                                                                          3
Emilio Schuberth                                                                                             3
Oscar de la Renta|House of Balmain|House of Balmain                                                          3
Elsa Schiaparelli|Jean Clemént|Roger Jean-Pierre                                                             3
Browning, King & Company                                                                                     3
Gerald Murphy|Mark W. Cross                                                                                  3
Carolyn Schnurer|Crown Textile Company, Incorporated                                                         3
Alexander's                                                                                                  3
David Emanuel|Elizabeth Emanuel|Emanuel                                                                      3
Ted Lapidus                                                                                                  3
Calderon                                                                                                     3
Issey Miyake|Miyake Design Studio|Rainbow                                                                    3
Mario Valentino                                                                                              3
Evelyn Schless                                                                                               3
Bill Blass|Maurice Rentner                                                                                   3
House of Ricci|Nina Ricci                                                                                    3
Calugi e Giannelli                                                                                           3
Samuel Winston, Inc.|Charles James                                                                           3
Walter Worldwide                                                                                             3
Cadoro Jewels Corp.                                                                                          3
Natacha Rambova                                                                                              3
Lee                                                                                                          3
Melnotte                                                                                                     3
Costa                                                                                                        3
Thurn                                                                                                        3
Vera                                                                                                         3
H. Huntsman & Sons                                                                                           3
House of Dior|John Galliano|House of Dior                                                                    3
Joseph                                                                                                       3
Jules Bashein                                                                                                3
Donna Karan|Donna Karan New York|Bergdorf Goodman                                                            3
Trimingham's                                                                                                 3
Charles James|E. J. Korvette                                                                                 3
F. Cruwys                                                                                                    3
Matsuda|Mr. Yukio Kobayashi                                                                                  2
Bes-Ben                                                                                                      2
Jerro Brothers                                                                                               2
Marguerite Zorach                                                                                            2
Camille Roger                                                                                                2
James McCreary and Co., N.Y.                                                                                 2
Bullocks Wilshire|Irene                                                                                      2
Mario Valentino|V. Valentino                                                                                 2
Julius Garfinckel & Co.                                                                                      2
Sybilla|Gibo                                                                                                 2
Baron Wolman                                                                                                 2
Henry Moore                                                                                                  2
Hahne & Company                                                                                              2
Louise Neut                                                                                                  2
Farquharson & Wheelock, N.Y.                                                                                 2
G. Howard Hodge                                                                                              2
Valentin Yudaskin                                                                                            2
Wilson Folmar|Jay-Thorpe, Inc.                                                                               2
Danskin                                                                                                      2
L. Perchellet                                                                                                2
Sarah Burton|Alexander McQueen                                                                               2
Amerikilt                                                                                                    2
Arche                                                                                                        2
Imperial Knitting Co., Inc                                                                                   2
Bernhard Altmann                                                                                             2
René Véron|H. Moreau et Cie|Marc Bohan|House of Dior                                                         2
John Frederics|John P. John                                                                                  2
Travis Banton                                                                                                2
K. Geiger                                                                                                    2
Nettie Rosenstein|Bergdorf Goodman                                                                           2
Kurzman                                                                                                      2
Nicolas Ghesquière|Callaghan                                                                                 2
Madame Havet                                                                                                 2
Tom Ford                                                                                                     2
Yves Saint Laurent Rive Gauche|Yves Saint Laurent, Paris|Yves Saint Laurent                                  2
André Perugia|I. Miller                                                                                      2
Madeleine Panizon                                                                                            2
Jean-Philippe Worth|Jean-Charles Worth|House of Worth                                                        2
Mariska Karasz                                                                                               2
Follmer, Clogg & Company                                                                                     2
Herman Patrick Tappé                                                                                         2
Dorothy Liebes|Bonnie Cashin                                                                                 2
Claire McCardell|Townley Frocks|Stonecutter  Mills                                                           2
Kathryn Simon, American                                                                                      2
A. Bertin                                                                                                    2
Hiroko Koshino                                                                                               2
Todd Oldham|Manolo Blahnik                                                                                   2
Marithé & François Girbaud                                                                                   2
Claude Montana|Bergdorf Goodman                                                                              2
Nan Duskin|Norman Norell                                                                                     2
S. Edwards|Carolyn Schnurer                                                                                  2
Massaro|House of Chanel                                                                                      2
Donna Karan New York|Donna Karan                                                                             2
Maison Léoty                                                                                                 2
Gilbert Orcel                                                                                                2
Jean Louis                                                                                                   2
Sun-Sun                                                                                                      2
H. Jantzen Shoe Co.                                                                                          2
McCallum                                                                                                     2
Church's                                                                                                     2
Marc Jacobs|Louis Vuitton Co.                                                                                2
Maiko Takeda                                                                                                 2
Kenzo Takada                                                                                                 2
Geoffrey Beene|Bergdorf Goodman                                                                              2
Richard Tyler                                                                                                2
Frank Mazane|Mazane                                                                                          2
A. Alexander                                                                                                 2
Christian Dior|House of Dior|Christian Dior, New York                                                        2
Christopher Ross                                                                                             2
Oomphies                                                                                                     2
Margot, Inc.|Anne Fogarty                                                                                    2
Byblos                                                                                                       2
Gilbert Adrian|Bonwit Teller & Co.                                                                           2
Mme. Mantel                                                                                                  2
Clare Potter                                                                                                 2
Pierre Brivet|Marc Bohan|House of Dior                                                                       2
Sapphire                                                                                                     2
Helen Rose                                                                                                   2
Darlington, Runk & Co.                                                                                       2
Roth & Goldschmidt Corset Company, Inc.                                                                      2
Martin Margiela|Maison Martin Margiela|Artisanal                                                             2
Busvines & Co. Paris                                                                                         2
Anne Fogarty|Margot, Inc.                                                                                    2
Anderson & Sheppard                                                                                          2
Jupiter                                                                                                      2
Gotham Gold Stripe                                                                                           2
Josephus Thimister|Josephus Thimister                                                                        2
Donna Karan|Bergdorf Goodman|Donna Karan New York                                                            2
Bent & Bush                                                                                                  2
Madame Paolini                                                                                               2
Bill Smith                                                                                                   2
William de Lillo|Robert F. Clark                                                                             2
Tom Ford|Yves Saint Laurent Rive Gauche|Yves Saint Laurent, Paris                                            2
Dertz                                                                                                        2
Jean-Charles Worth|Jean-Philippe Worth|House of Worth                                                        2
Thomas|Morrison & Shribbs                                                                                    2
Weiss                                                                                                        2
Silvia Fiorentina                                                                                            2
Sally Victor|E. I. du Pont de Nemours & Company                                                              2
Hill & Novis                                                                                                 2
Mad Carpentier                                                                                               2
Dorian-Macksoud Corporation|Bonnie Cashin                                                                    2
Mrs. Made Krastins                                                                                           2
Charvet Chemisier                                                                                            2
Kathleen, Inc.                                                                                               2
J.H. McKenney & Company                                                                                      2
Carlo Palazzi, Inc.                                                                                          2
Jean-Charles Worth|Roger Worth|House of Worth                                                                2
Joe Famolare                                                                                                 2
Steven Arpad|House of Balenciaga                                                                             2
Realsilk                                                                                                     2
Baar and Beards, Inc.                                                                                        2
Estelle Mérshon                                                                                              2
Anouska Hempel                                                                                               2
Georges Doeuillet                                                                                            2
Thomson, Langdon & Co.|W.S. Thomson & Company                                                                2
Lyon                                                                                                         2
Fortuny                                                                                                      2
Michael Mott|Paraphernalia                                                                                   2
Paraphernalia|Betsey Johnson                                                                                 2
Meier                                                                                                        2
Madame Alphonsine                                                                                            2
Maisons Agnès-Drécoll                                                                                        2
House of Chanel|Manolo Blahnik|Karl Lagerfeld                                                                2
Catherine Walker                                                                                             2
Debusschère of Bruges|Henri Bendel                                                                           2
Driscoll                                                                                                     2
Cristobal Balenciaga|Bergdorf Goodman                                                                        2
Bottega Veneta                                                                                               2
Halston|Elsa Peretti                                                                                         2
Miguel Adrover                                                                                               2
Margaret Clark|Margaret Jerrold, Inc.                                                                        2
Myrna Tatar                                                                                                  2
A. J. Izod, Ltd.                                                                                             2
Abigail Aldridge                                                                                             2
Neiman Marcus                                                                                                2
Stephen Burrows|Bonwit Teller & Co.                                                                          2
Catalina Sportswear                                                                                          2
Christophe Decarnin|House of Balmain                                                                         2
Mrs. Pauline Potter|Hattie Carnegie, Inc.                                                                    2
Sidonie Larizzi                                                                                              2
J. Staton                                                                                                    2
Mme. Pauline                                                                                                 2
Nautica                                                                                                      2
Joan Vass                                                                                                    2
Undercover|Jun Takahashi                                                                                     2
Valentino|Boutique Valentino                                                                                 2
Marcelle Julien                                                                                              2
Warner's                                                                                                     2
Bob Mackie                                                                                                   2
Terry Mayer|Cartier                                                                                          2
Miss Louise Barnes Gallagher                                                                                 2
Harry                                                                                                        2
Bertha Stern                                                                                                 2
Fiamma Ferragamo|Salvatore Ferragamo|Saks Fifth Avenue                                                       2
Frank Stella                                                                                                 2
Rossella Jardini|House of Moschino                                                                           2
Scott Paper, Ltd.                                                                                            2
Ossie Clark|Celia Birtwell                                                                                   2
Mr. John, Inc.|John P. John                                                                                  2
Proenza Schouler                                                                                             2
Morris Moskowitz                                                                                             2
Pierre Balmain|Bergdorf Goodman|House of Balmain                                                             2
Franco Moschino                                                                                              2
Stefano Pilati|Yves Saint Laurent, Paris                                                                     2
Serendipity 3|The Chelsea Cobbler                                                                            2
Michele Oka Doner|Jordan Doner                                                                               2
Vera for F.R.                                                                                                2
Elsa Schiaparelli|Henri Bendel                                                                               2
Donna Karan|Donna Karan New York|DKNY                                                                        2
Brooks Costume Company                                                                                       2
Melton                                                                                                       2
Jacques Kaplan|Georges Kaplan                                                                                2
Patricia Underwood                                                                                           2
Rodarte                                                                                                      2
Marcelle Chaumont                                                                                            2
Morosila                                                                                                     2
Hubert de Givenchy|Roger Vivier|House of Dior|House of Givenchy                                              2
Sommers, Inc.                                                                                                2
Jaeger                                                                                                       2
Daniel Storto                                                                                                2
Moschino Couture|House of Moschino                                                                           2
Irving Penn|Gabrielle Chanel                                                                                 2
Noritaka Tatehana                                                                                            2
Comme des Garçons|Rei Kawakubo|Stephen Jones                                                                 2
Daphne Hughes                                                                                                2
Sapphire Hosiery Corporation                                                                                 2
Hubert de Givenchy|Roger Vivier|House of Givenchy                                                            2
Mimi di Niscemi                                                                                              2
Casadei                                                                                                      2
Bonnie Cashin|Eunice Cashin                                                                                  2
Moss Shamask, Ltd.|Ronaldus Shamask                                                                          2
Moschino Couture|House of Moschino|Franco Moschino                                                           2
Tatiana|Saks Fifth Avenue                                                                                    2
Marie-France Cohen|Dominique Swildens|Bonpoint                                                               2
House of Chanel|Mme. Gripoux                                                                                 2
Beer                                                                                                         2
Fox Clothes of London                                                                                        2
Marks Jacobs                                                                                                 2
Christiana Hummer                                                                                            2
Susan Cianciolo                                                                                              2
Raudnitz and Co. - Huet and Chéruit                                                                          2
Jil Sander AG|Raf Simons                                                                                     2
James Galanos|Bonwit Teller & Co.                                                                            2
Saks Fifth Avenue|Sophie Gimbel                                                                              2
Aris                                                                                                         2
Calvin Klein, Inc.|Calvin Klein                                                                              2
Francis O'Neill                                                                                              2
House of Moschino|Franco Moschino|Moschino Couture                                                           2
noir kei ninomiya                                                                                            2
Mr. Pearl                                                                                                    2
J. C. D'Ahetze|Pablo Picasso                                                                                 2
Peter Max                                                                                                    2
Tzaims Luksus                                                                                                2
Bonwit Teller & Co.|Herbert Levine Inc.                                                                      2
C. Moykopf                                                                                                   2
Andre Oliver                                                                                                 2
Eisenberg                                                                                                    2
Serendipity 3|Stephen Bruce|Leila Larmon                                                                     2
H. Creed & Co.                                                                                               2
Tess Sholom|Karl Lagerfeld                                                                                   2
James Galanos|Penn-Carol Hosiery Mills, Inc.                                                                 2
Lederer                                                                                                      2
John Held Jr.                                                                                                2
Fred Braun                                                                                                   2
Lord & Taylor|Disney                                                                                         2
Denise Sarrault                                                                                              2
F. X. Ledoux                                                                                                 2
Borsalino                                                                                                    2
                                                                                                          ... 
Cristobal Balenciaga|House of Balenciaga|Roger Vivier                                                        1
Preen|Seven New York                                                                                         1
Dennis Higgins                                                                                               1
Boris Kroll|Bonnie Cashin                                                                                    1
Steven Arpad|Delman                                                                                          1
Lillie Rubin                                                                                                 1
Madame Henry                                                                                                 1
Sarah Lipska|Rodier                                                                                          1
Jeanne Campbell                                                                                              1
Caulier                                                                                                      1
Leila Larmon|Serendipity 3|Stephen Bruce                                                                     1
Nunn Bush                                                                                                    1
Alice Herbin & Company                                                                                       1
Tammis Keefe                                                                                                 1
Tina Leser|Hafner Associates, Inc.                                                                           1
Lord & Taylor|Claire McCardell                                                                               1
Ware's                                                                                                       1
Gertrude Davenport                                                                                           1
Madame Virot|Raudnitz and Co. - Huet and Chéruit                                                             1
Neiman Marcus|Herbert Levine Inc.                                                                            1
Robert Cary Williams                                                                                         1
André S. David, Inc.                                                                                         1
Sonia Rykiel|Bloomingdale Brothers Inc.                                                                      1
Kathryn Kuhn                                                                                                 1
Donald Brooks|Saks Fifth Avenue                                                                              1
House of Charles Jourdan|Andriano Fosi                                                                       1
Geoffrey Beene|Helene Arpels|Saks Fifth Avenue                                                               1
Scholl, Inc.                                                                                                 1
Mitsuhiro Matsuda                                                                                            1
Karl Lagerfeld|Chloé|Liberty & Co.                                                                           1
Braten                                                                                                       1
Alberto Fabiani|Simonetta et Fabiani|Simonetta                                                               1
Jean Dessès|Bianchini-Férier                                                                                 1
Pierre Cardin|Eagle Shirtmakers, Inc.                                                                        1
House of Chanel|Mr. R. Massaro|Karl Lagerfeld                                                                1
Madeleine Vionnet|I. Magnin & Co.                                                                            1
F.T. Slattery and Company                                                                                    1
C.F. Johns & Pegg                                                                                            1
Gayla Rosenfeld                                                                                              1
Bergdorf Goodman|JL Arbiter|Jack Lenor Larsen                                                                1
University Seal                                                                                              1
Donald Brooks|Lord & Taylor                                                                                  1
Townley Frocks|Renee Montague|Claire McCardell                                                               1
Springfield Athletic Co.                                                                                     1
Digits Inc.|Willi Smith                                                                                      1
James Rosenquist|Hugo Boss                                                                                   1
Abigail Lloyd Lott Zabriskie                                                                                 1
Manquin                                                                                                      1
Mlle. Louise                                                                                                 1
Mrs. Arnold                                                                                                  1
Vacher|Claude Montana                                                                                        1
Isaac Mizrahi|Maira Kalman                                                                                   1
Marni|Consuelo Castiglioni                                                                                   1
William Popper|Juilliard|Charles James                                                                       1
Fira Benenson|Bonwit Teller & Co.                                                                            1
Chandler's|Saks Fifth Avenue|Pattullo-Jo Copeland, Inc.                                                      1
Frank Mazane|Marguery Bolhagen                                                                               1
Walter Van Beirendonck|Walter Worldwide                                                                      1
Molstad & Co.                                                                                                1
Pierre Balmain|House of Balmain|Halston                                                                      1
Sperry                                                                                                       1
Kleibacker                                                                                                   1
Bonwit Teller & Co.|Rose Descat                                                                              1
Norman Hartnell|Marc Bohan                                                                                   1
L. Gérard                                                                                                    1
Irving Penn                                                                                                  1
André Courrèges|Bonwit Teller & Co.                                                                          1
Sandilands & Son                                                                                             1
India Woollen Mills                                                                                          1
Menochet                                                                                                     1
Johnston & Murphy                                                                                            1
Madeleine Vionnet|Irving Penn                                                                                1
Cesare Paciotti                                                                                              1
Willie Woo                                                                                                   1
Sylvia Whyte|Florence Eiseman                                                                                1
Boudicca                                                                                                     1
Eddris                                                                                                       1
Christian Dior|House of Dior|Christian Dior, New York|Henri Bendel                                           1
Alexander McQueen|Shaun Leane|Alexander McQueen                                                              1
Goodyear                                                                                                     1
Lenief                                                                                                       1
Madame Alphonsine|Alphonsine et Cie                                                                          1
Gabrielle Chanel|Bonwit Teller & Co.|House of Chanel                                                         1
Willis & Geiger, Inc.|Abercrombie and Fitch Co.|Howard W. Geiger                                             1
Talbert                                                                                                      1
Harborow's Outfitters                                                                                        1
Ball's                                                                                                       1
The English Shop                                                                                             1
Rébè|Cristobal Balenciaga|House of Balenciaga                                                                1
Christian Dior                                                                                               1
Sarno & Son                                                                                                  1
Yves Saint Laurent Rive Gauche|Tom Ford|Yves Saint Laurent, Paris                                            1
Saks & Company|Fenton Footwear                                                                               1
Theis Importers                                                                                              1
House of Givenchy                                                                                            1
James Galanos|Bergdorf Goodman                                                                               1
Lee|Brooks Brothers                                                                                          1
Elizabeth Hawes|Saks Fifth Avenue                                                                            1
W. B. Conkey Co.                                                                                             1
Georg Jensen                                                                                                 1
Maurice Rentner                                                                                              1
Trifari|Diane Love                                                                                           1
Neuber                                                                                                       1
Byram & Son                                                                                                  1
McCreedy and Schreiber                                                                                       1
J. Thorpe                                                                                                    1
Monquignon                                                                                                   1
Lars Nilsson|Bill Blass Ltd.                                                                                 1
Olivier Theyskens                                                                                            1
Dressmaker Casuals Inc.|Charles James                                                                        1
R. Martegani                                                                                                 1
House of Rouff                                                                                               1
Wesley Simpson, Inc.                                                                                         1
Bernardo                                                                                                     1
Mrs. Morton J. Seifter                                                                                       1
Right Now|Denise Sarrault                                                                                    1
Amicy-Boinard                                                                                                1
Wolverine World Wide                                                                                         1
Susanne Bartsch|Richard Torry                                                                                1
A. Miranda                                                                                                   1
Calvin Klein|Saks Fifth Avenue|Calvin Klein, Inc.                                                            1
Juan Serra                                                                                                   1
Augustine Martin|Augustine Martin & Company                                                                  1
Jouvin Freres                                                                                                1
Boucher|Marcel Boucher                                                                                       1
Carber Shoe Company                                                                                          1
Beth Levine|Herbert Levine Inc.|Saks Fifth Avenue                                                            1
Beth Levine                                                                                                  1
tao Comme des Garçons|Tao Kurihara                                                                           1
The Whiteman Company                                                                                         1
G.L. & Company                                                                                               1
Certex                                                                                                       1
Krutcher & Starks|Yale|Arthur M. Rosenberg Co.|Franklin Simon & Co.                                          1
Gellert Sisters Millinery Importers                                                                          1
Ealand                                                                                                       1
Christian Lacroix|Bergdorf Goodman                                                                           1
Lucien Lelong|House of Lelong                                                                                1
Duizend-Gans                                                                                                 1
Joseph Horne & Co.                                                                                           1
A. Stein & Company                                                                                           1
Jean Dunand                                                                                                  1
Calvin Klein, Inc.|Italo Zucchelli                                                                           1
Gallina                                                                                                      1
Yves Saint Laurent|Bloomingdale Brothers Inc.|Yves Saint Laurent, Paris                                      1
Paola Bordaz                                                                                                 1
Playdell and Smith|Mrs. Bertha Black Lewry                                                                   1
Wolford                                                                                                      1
Tess Sholom|Scott Barrie                                                                                     1
Saks Fifth Avenue|Saks Fifth Avenue|Mainbocher                                                               1
Timothy Everest                                                                                              1
Marc Jacobs|Stephen Jones                                                                                    1
Elizabeth Wild Hitchings                                                                                     1
Alwynn                                                                                                       1
Yves Saint Laurent Rive Gauche|Yves Saint Laurent, Paris|Tom Ford                                            1
JL Arbiter|Jack Lenor Larsen                                                                                 1
House of Chanel|René Mancini|Karl Lagerfeld                                                                  1
Annette Kellerman                                                                                            1
Berthe                                                                                                       1
Daniel Hechter                                                                                               1
George A. Henckel & Company                                                                                  1
Spier's National Schuh                                                                                       1
H & C Company                                                                                                1
Pepperell Manufacturing Company                                                                              1
The Mallory Hat Company|Rielag & Wuest                                                                       1
Simco|Marguery Bolhagen                                                                                      1
House of Chanel|Karl Lagerfeld|René Mancini                                                                  1
Tassinari & Chatel|Pierre Yantorny                                                                           1
DeBevoise                                                                                                    1
OlofDaughters                                                                                                1
Florence Schulman                                                                                            1
Olympia Knitting Mills                                                                                       1
Sandler of Boston                                                                                            1
David Stevens                                                                                                1
Vincent et Cie                                                                                               1
Gabrielle Chanel|Roger Vivier|House of Dior|House of Chanel                                                  1
House of Charles Jourdan|Charles Jourdan                                                                     1
Glenmore                                                                                                     1
Jean-Philippe Worth|House of Worth|Jean-Charles Worth                                                        1
Hertz-Ross|Wilma                                                                                             1
Alice Pollock                                                                                                1
Wiener Werkstätte|Josef Hoffmann                                                                             1
Penét Shoes, Inc.                                                                                            1
William K. Tripler                                                                                           1
Bogner of America                                                                                            1
Fisk, Clark & Flagg                                                                                          1
George Bradford Tripler                                                                                      1
Bonwit Teller & Co.|Annette Kellerman                                                                        1
Marc Bohan|House of Dior|Bergdorf Goodman                                                                    1
The Brandon Shop                                                                                             1
J. Uriarte|Alejandro Velasco                                                                                 1
Madam Griswold's                                                                                             1
Roger Vivier|House of Dior|Delman                                                                            1
Fownds                                                                                                       1
Roger Scemama|Yves Saint Laurent, Paris                                                                      1
Gilbert Adrian|Pola Stout                                                                                    1
Istante|Gianni Versace                                                                                       1
Hazel Burnham Slaughter|H.R. Mallinson & Co.                                                                 1
Parlor Shoe Store                                                                                            1
Dr. Martens|Helen Storey                                                                                     1
Hettabretz                                                                                                   1
Larry Le Gaspi|Susan Bennis/Warren Edwards                                                                   1
House of Paquin|Madeleine Wallis                                                                             1
Josephine Egan                                                                                               1
Emmanuelle Khanh                                                                                             1
O'Conner, Moffatt & Company                                                                                  1
Jeanne Dimelow                                                                                               1
Alois Pichler                                                                                                1
Gian Marco Venturi                                                                                           1
Marjori Seril                                                                                                1
Claire McCardell|Townley Frocks|Bonwit Teller & Co.                                                          1
Castineau                                                                                                    1
Caraceni|Valerian Stux-Rybar                                                                                 1
Claude Montana|Marshall Field & Company                                                                      1
Veneziano                                                                                                    1
Mrs. Helen Cookman                                                                                           1
Town and Country                                                                                             1
Whiting and Davis Company, Inc.|Odette de la Tour|Frances Denney                                             1
Mme. Martin Decalf                                                                                           1
Herzman Scarfs|Billy Weiss                                                                                   1
Brooks Costume Company|Eaves Costume Company|Cecil Beaton                                                    1
Richard Tam                                                                                                  1
House of Lucile                                                                                              1
Rudi Gernreich|Capezio Inc.|Layne Neilson                                                                    1
McCallum|Thomas F. Peirce & Son                                                                              1
Robert Delamotte                                                                                             1
J. Hamilton                                                                                                  1
Hiro (Yahuhiro Wakabayashi)                                                                                  1
Pierpaolo Piccioli|Maria Grazia Chiuri|Valentino                                                             1
Henry Lehr                                                                                                   1
Capezio Inc.|Claire McCardell                                                                                1
Balch, Price & Company|Berthe                                                                                1
Mary Adrienne Steckling                                                                                      1
W.K. Gilbert & Company                                                                                       1
Perry Ellis|Barry Kieselstein-Cord|Perry Ellis                                                               1
Anna Maria Garthwaite|Peter Lekeux                                                                           1
Claire McCardell|Saks Fifth Avenue                                                                           1
André Perugia|House of Charles Jourdan                                                                       1
Loewe                                                                                                        1
Hubert de Givenchy|House of Givenchy|House of Dior|Roger Vivier                                              1
Edward Molyneux|Jacques Griffe                                                                               1
Andy Warhol|Stephen Sprouse                                                                                  1
Mackey-Starr, Inc.                                                                                           1
Tracy Mills                                                                                                  1
Wrigglesworth                                                                                                1
The Mallory Hat Company|John David                                                                           1
Système Jay                                                                                                  1
Perry Ellis Sportswear Inc.|Marc Jacobs                                                                      1
Andrée Brossin de Mere|Marc Bohan|House of Dior                                                              1
Hubert de Givenchy|Givenchy Gentleman                                                                        1
E. Bayard                                                                                                    1
Adelle Lutz|Walter Steiger                                                                                   1
Zecchi                                                                                                       1
Olangan                                                                                                      1
Bergdorf Goodman|Hanae Mori                                                                                  1
G. Fox & Company|Hattie Carnegie, Inc.                                                                       1
House of Chanel|Verdura                                                                                      1
Keep New York                                                                                                1
Playboy                                                                                                      1
Carl Gustav Klingstedt                                                                                       1
Brass Boot                                                                                                   1
Durer                                                                                                        1
House of Premet|Henri Bendel                                                                                 1
Hattat Frères                                                                                                1
Jim Tillett                                                                                                  1
House of Chanel|Yves Saint Laurent, Paris|Karl Lagerfeld                                                     1
Madame Smyth                                                                                                 1
Irina Pabst                                                                                                  1
Pleaser                                                                                                      1
C. Pecker & Sons                                                                                             1
Simonetta|Alberto Fabiani                                                                                    1
Clara in N.Y.                                                                                                1
Griffe of Paris|Jacques Griffe|André Perugia                                                                 1
Bruat, Inc.|Mme. Boué-Debat                                                                                  1
Charles James|Gunther Jaeckel                                                                                1
Elizabeth Hawes|Alexander Calder                                                                             1
Yves Saint Laurent|House of Dior|Rodier                                                                      1
El Vaquero                                                                                                   1
Rudi Gernreich|Danskin|Capezio Inc.|Layne Nielson                                                            1
Nicolao Atelier                                                                                              1
Meyer Jonasson & Company                                                                                     1
Christian Dior|House of Dior|House of Lanvin|Antonio del Castillo                                            1
Mme. Louis Cerlian                                                                                           1
Maison Martin Margiela|Martin Margiela|Artisanal                                                             1
Jessie Franklin Turner|Bonwit Teller & Co.                                                                   1
Elizabeth Rhind                                                                                              1
Jerry Edouard|Kaufmann's                                                                                     1
Christian Dior|G. Fox & Company|House of Dior                                                                1
Anne Klein|Capezio Inc.|Adolfo|Anne Klein and Company                                                        1
Henry Heath Limited                                                                                          1
Cristobal Balenciaga|Henri Bendel|House of Balenciaga                                                        1
JB                                                                                                           1
Yumi Katsura International Co., Ltd.                                                                         1
Ego of London                                                                                                1
Kaffe Fassett                                                                                                1
Elizabeth Hollborn                                                                                           1
Seafarer Dungaree                                                                                            1
White, Howard & Company                                                                                      1
Hanan & Son                                                                                                  1
Gilbert Adrian|Salvador Dalí|Wesley Simpson, Inc.                                                            1
Salvatore Ferragamo|Christian Dior|House of Dior                                                             1
Mrs. Joan Lang|Brooke Cadwallader                                                                            1
Maria Grazia Chiuri|Pierpaolo Piccioli|Valentino                                                             1
Oscar de la Renta|Bergdorf Goodman|Oscar de la Renta, Ltd.                                                   1
Prince Tirtoff, New York|Gabrielle Chanel                                                                    1
Francevramant                                                                                                1
Carol Fertig                                                                                                 1
Pankin International LTD                                                                                     1
Ca. Digiacomo                                                                                                1
Boutique Valentino|Valentino                                                                                 1
Bonwit Teller & Co.|Flamand                                                                                  1
Larrissa                                                                                                     1
BVD                                                                                                          1
Marguerite                                                                                                   1
Harmon Knitwear|Rudi Gernreich                                                                               1
Maud et Nano                                                                                                 1
Ohrbach's                                                                                                    1
DuMont                                                                                                       1
Robert Lee Morris|Calvin Klein, Inc.                                                                         1
Rudi Gernreich|Layne Neilson|Capezio Inc.|Harmon Knitwear                                                    1
Hermès|Rybal                                                                                                 1
Prince Tirtoff, New York                                                                                     1
Tetreau                                                                                                      1
La Sirene                                                                                                    1
Vesna Bricelj                                                                                                1
Maximilian|Bloomingdale Brothers Inc.                                                                        1
Best & Co.|B. Penaud                                                                                         1
Jil Sander                                                                                                   1
Kazuko                                                                                                       1
Helmet Brand                                                                                                 1
Marian Clayden                                                                                               1
Iris Van Herpen                                                                                              1
Heinz Riva                                                                                                   1
Lucien Tesson|Lucien Tesson                                                                                  1
Guido Pasquali                                                                                               1
Mme. Esther Massieu                                                                                          1
Mr. Callum Hosiery Co.                                                                                       1
Glensder Textile Corporation                                                                                 1
Seymour Troy Originals|Setroy, Inc.                                                                          1
Playtex                                                                                                      1
First Impressions                                                                                            1
Count Bellini                                                                                                1
Yves Saint Laurent|Bergdorf Goodman|Yves Saint Laurent, Paris                                                1
Philippe & Gaston                                                                                            1
Joseph Whitehead|Palter DeLiso, Inc.                                                                         1
Charles James|Fuller Fabrics                                                                                 1
Issey Miyake|Yasumasa Morimura                                                                               1
Barbara Barondess MacLean                                                                                    1
Zandra Rhodes|Lord & Taylor                                                                                  1
G. Wildes Smith of Boston                                                                                    1
Elsa Schiaparelli|R. H. Macy & Co.                                                                           1
Serendipity 3|Andy Warhol                                                                                    1
Halle Brothers                                                                                               1
Jacob Pivovar                                                                                                1
Irfé                                                                                                         1
Cristobal Balenciaga|Chez Ninon|Chez Ninon                                                                   1
Martinique Shoes                                                                                             1
Roger Vivier|René Caovilla                                                                                   1
Paul Poiret|André Perugia                                                                                    1
Dr. P. Kahler & Sons                                                                                         1
Chloé|Karl Lagerfeld                                                                                         1
Mrs. Mildred Orrick                                                                                          1
Ware, Pratt & Company                                                                                        1
Westwood Knitting Mills|Rudi Gernreich                                                                       1
John Bartlett                                                                                                1
Charles James|Lord & Taylor                                                                                  1
Eaves Costume Company                                                                                        1
Issey Miyake|Henri Bendel|Miyake Design Studio                                                               1
Tuttabankem                                                                                                  1
Cesare Guidi                                                                                                 1
Dan River Mills|Carolyn Schnurer                                                                             1
C.W. Sherwood                                                                                                1
Oscar de la Renta|Maximilian                                                                                 1
Even                                                                                                         1
Campus                                                                                                       1
Mary Poppins                                                                                                 1
Jax of California                                                                                            1
Celine|Phoebe Philo                                                                                          1
Brioni|Comme des Garçons|Demna Gvasalia|Vetements|Lucchese Bootmakers                                        1
PW Company                                                                                                   1
M.E. Curran & M.E. Clancy                                                                                    1
Anne Klein|Bloomingdale Brothers Inc.                                                                        1
Rudi Gernreich|Harmon Knitwear|Lord & Taylor                                                                 1
Walker Importer                                                                                              1
Ralph Lauren|Bloomingdale Brothers Inc.|Ralph Lauren|Polo Ralph Lauren                                       1
Roger Vivier|Agnès b.                                                                                        1
Gösta                                                                                                        1
Malcolm McLaren|Vivienne Westwood|Jamie Reid                                                                 1
Max Gustin                                                                                                   1
Bergdorf Goodman|Cristobal Balenciaga                                                                        1
Gaston of Murray Hamburger                                                                                   1
H. Harris|Hawes & Curtis, Ltd.                                                                               1
L. Lipstadt                                                                                                  1
Boston Chemical Printing Company                                                                             1
Gantner & Mattner                                                                                            1
Na Na|Paul Kaufman                                                                                           1
Bloomingdale's                                                                                               1
Week End                                                                                                     1
Paragon                                                                                                      1
Jean-Charles Worth|House of Worth|Jean-Philippe Worth                                                        1
threeASFOUR                                                                                                  1
Claude Montana|Birger Christensen|Bergdorf Goodman                                                           1
Linda Mendelson                                                                                              1
A. P. Rego                                                                                                   1
Nolan Importers                                                                                              1
Phelps|Lord & Taylor                                                                                         1
Jean Paul Gaultier|Bergdorf Goodman                                                                          1
Chloé|Saks Fifth Avenue                                                                                      1
Walter Newberger|Wilkes Bashford                                                                             1
Little & Co.                                                                                                 1
Henri Boot Shop                                                                                              1
Jasper Conran|Philip Treacy                                                                                  1
Don Moore|Kaynee                                                                                             1
Margie-Pauline Millinery                                                                                     1
M. Wolf Sons, Inc.                                                                                           1
Romeo Gigli|Callaghan                                                                                        1
Scott Barrie|Saks Fifth Avenue                                                                               1
Chaussures de Luxe                                                                                           1
Dix                                                                                                          1
Mollie Parnis|Saks Fifth Avenue                                                                              1
Laboudt & Robina                                                                                             1
House of Givenchy|André Perugia|Hubert de Givenchy                                                           1
Louis Vuitton Co.                                                                                            1
Lord & Taylor|Koret                                                                                          1
Saks Fifth Avenue|Reual, Inc.                                                                                1
Irande                                                                                                       1
Maidenform                                                                                                   1
McCallum|Frank Brothers                                                                                      1
John Weitz|Lord & Taylor                                                                                     1
Hansen's                                                                                                     1
A. N. Cook & Company                                                                                         1
Dominick LaValle|Saks Fifth Avenue                                                                           1
Geoffrey Beene|Helene Arpels                                                                                 1
La Manual Alpargatera                                                                                        1
Kenzo Takada|Jungle Jap                                                                                      1
Augustine Martin & Company|Augustine Martin                                                                  1
Brigitte                                                                                                     1
Bloomingdale Brothers Inc.|Ralph Lauren|Polo Ralph Lauren|Ralph Lauren                                       1
Braagaard|Adolfo                                                                                             1
Coro                                                                                                         1
Tony Duquette                                                                                                1
Nino Gabriele                                                                                                1
Kalso Earth (R) Shoe                                                                                         1
Krizia|Mariuccia Mandelli                                                                                    1
House of Lesage|Yves Saint Laurent, Paris|House of Desrues|Yves Saint Laurent, Paris|Yves Saint Laurent      1
Stuart Weitzman|Martinique Shoes                                                                             1
Bernard Figueroa|Gianmarco Lorenzi                                                                           1
Susanna Lewis                                                                                                1
Gianni Versace|Gianni Versace|Versace Couture                                                                1
Dolce & Gabbana|Domenico Dolce|Stefano Gabbana|Alta Moda                                                     1
Edward Molyneux|Clara in N.Y.                                                                                1
Anello & Davide                                                                                              1
Seditionaries|Vivienne Westwood|Malcolm McLaren                                                              1
André Perugia|Saks Fifth Avenue                                                                              1
R. H. White & Co.                                                                                            1
James Galanos|Tess Sholom                                                                                    1
Jean Cocteau                                                                                                 1
House of Drécoll|Mme. Besancon de Wagner                                                                     1
Saul Brothers                                                                                                1
Pierre Cardin|Roger Vivier                                                                                   1
James Mitchell                                                                                               1
Oscar de la Renta, Ltd.|Tess Sholom                                                                          1
Columbia Gymnasium Suit Co.                                                                                  1
Armando Pollini                                                                                              1
Adler and Adler|Bonnie Cashin                                                                                1
Ellsworth Kelly|Francisco Costa|Calvin Klein                                                                 1
Ines Svensson                                                                                                1
Delman|Roger Vivier|Bergdorf Goodman                                                                         1
Nocona Boot/Nocona Texas                                                                                     1
John P. John|John Frederics|Merrimac Hat Corp.                                                               1
Abraham & Brauchbar|Bergdorf Goodman                                                                         1
Mary Ping|Slow and Steady Wins the Race                                                                      1
Emmett's                                                                                                     1
Michel Perry                                                                                                 1
Carlo Palazzi, Inc.|Bonwit Teller & Co.                                                                      1
Isaac Mizrahi|Maraolo|Paul Stuart                                                                            1
Brigitte Singh (na)                                                                                          1
Madeleine de Rauch                                                                                           1
Haas Soeurs, Inc.|House of Schiaparelli                                                                      1
David Hockney                                                                                                1
Ann Lowe|Saks Fifth Avenue                                                                                   1
J.G. Müller                                                                                                  1
Charles Frederick Worth                                                                                      1
Rodeck Brothers                                                                                              1
Collins & Fairbanks Co.                                                                                      1
Hannah Troy|House of Dior                                                                                    1
Jean-Louis Scherrer                                                                                          1
Chas. Arms                                                                                                   1
Let It Rock|Malcolm McLaren|Vivienne Westwood                                                                1
Carolyn Schnurer|Springmaid                                                                                  1
House of Schiaparelli|René-Jules Lalique                                                                     1
Dran Hamilton                                                                                                1
Tredaire                                                                                                     1
Manolo Blahnik|Isaac Mizrahi                                                                                 1
Defossée                                                                                                     1
Mme. Olympe                                                                                                  1
Victor Joris|Capezio Inc.                                                                                    1
Naman Rainwear                                                                                               1
Bernard Teitelbaum, Inc.                                                                                     1
Bergdorf Goodman|Emeric Partos                                                                               1
East                                                                                                         1
G & E Spitzer                                                                                                1
Aliata|Cristobal Balenciaga|House of Balenciaga                                                              1
Excelsior Button & Boot                                                                                      1
J. Whitney                                                                                                   1
Giorgio Avolio                                                                                               1
Keys & Lockwood                                                                                              1
Anna Sui                                                                                                     1
Walter Steiger|Pancaldi                                                                                      1
Joseph Yeska                                                                                                 1
Hedi Slimane|Yves Saint Laurent Rive Gauche                                                                  1
Don Loper|Bergdorf Goodman                                                                                   1
Emma A. Maloof                                                                                               1
Jacques Fath|Lord & Taylor|Lemington                                                                         1
Albert H. Kadlec|Brooks Brothers|Abraham & Straus|Delion                                                     1
Countess Fabbricotti                                                                                         1
Larry Le Gaspi|Fiorucci                                                                                      1
Anne Fogarty|Margot, Inc.|Oppenheimer-Franken                                                                1
André Dallioux                                                                                               1
Kontoff                                                                                                      1
Vanessa Noel                                                                                                 1
Rei Kawakubo|Bergdorf Goodman|Comme des Garçons                                                              1
Hemco                                                                                                        1
Geoffrey Beene|Manolo Blahnik                                                                                1
Pemberton-Mercer                                                                                             1
Horace Dean Walker                                                                                           1
Ermenegildo Zegna                                                                                            1
Tailleur Filles & Cie                                                                                        1
Nina Ricci                                                                                                   1
Mr. Field, Inc.|James Lindsay McCreery                                                                       1
Richardson's                                                                                                 1
Linda Fox|Peter Fox                                                                                          1
Bette and Lee                                                                                                1
Dainese                                                                                                      1
Dasaje do Brasil                                                                                             1
Rose Simon                                                                                                   1
Gage Brothers & Company                                                                                      1
Oscar de la Renta|Saks Fifth Avenue|Oscar de la Renta, Ltd.                                                  1
Issey Miyake|Bloomingdale Brothers Inc.|Miyake Design Studio                                                 1
La Bagagerie                                                                                                 1
Rosenbloom's                                                                                                 1
Wechsler, Abraham & Company                                                                                  1
Hijos de J. Mayans|Vda. Acha                                                                                 1
Jean-Charles Worth|House of Worth                                                                            1
Knox|Schumm & Snyder Hat Shop                                                                                1
Elsa Schiaparelli|Colcombet                                                                                  1
Franck                                                                                                       1
Sir Edward Rayne                                                                                             1
Jacques Kaplan                                                                                               1
Gabrielle Chanel|René Mancini|House of Chanel                                                                1
Lord & Taylor|Kayser                                                                                         1
Mad Hatters                                                                                                  1
Oliver Gintel                                                                                                1
Lilly Daché|G. Fox & Company                                                                                 1
Cavanagh|Worth & Worth, Ltd.                                                                                 1
Willie Cole                                                                                                  1
Off-White c/o Virgil Abloh|Virgil Abloh                                                                      1
Donna Karan|Donna Karan New York|Bergdorf Goodman|DKNY                                                       1
Madame Hernstadt                                                                                             1
Maria Gallenga|Bonwit Teller & Co.                                                                           1
Jacques Laurent|Rodier                                                                                       1
Shea Importer                                                                                                1
Phipps's                                                                                                     1
James Galanos|Tzaims Luksus                                                                                  1
John H. North Company                                                                                        1
Stetson Shoe Company                                                                                         1
Mrs. F. M. Carroll                                                                                           1
Bergdorf Goodman|Bergdorf Goodman                                                                            1
S. Gluck                                                                                                     1
Vivienne Westwood|Malcolm McLaren|SEX                                                                        1
Custon Hats                                                                                                  1
Charlotte Duclos                                                                                             1
Scott & Company|Dobbs                                                                                        1
Elsa Schiaparelli|Cecil Beaton|Duchess of Windsor                                                            1
Scott & Company|Collins & Fairbanks Co.                                                                      1
Minnetonka Moccasin                                                                                          1
Meyer Rubber Company                                                                                         1
Unknown                                                                                                      1
A. Corbay                                                                                                    1
Vetements|Demna Gvasalia                                                                                     1
J. B. Corset Company                                                                                         1
Judith Imports                                                                                               1
Callaghan|Romeo Gigli                                                                                        1
Tissus Raimon|Marc Bohan|House of Dior                                                                       1
Marie Patricia Toscano                                                                                       1
Giofer                                                                                                       1
Mrs. Helen Cookman|Reeves Brothers Inc.                                                                      1
Maharajas, Ltd.                                                                                              1
Saks Fifth Avenue|Salon Moderne, Saks Fifth Avenue                                                           1
Mishawaka Rubber & Woolen Mfg. Co.                                                                           1
Miss Muriel King|Bianchini-Férier                                                                            1
Bruno Magli SP.A.|B. Cavalli                                                                                 1
House of Chanel|Gripoix                                                                                      1
El Greco                                                                                                     1
Amok|Sandra Kuratle|Bally of Switzerland                                                                     1
Hubert de Givenchy|Ascher|House of Givenchy                                                                  1
Aileen Rice|J. Thorpe                                                                                        1
Bonwit Teller & Co.|Turnbull & Asser                                                                         1
Brioni|Saks Fifth Avenue                                                                                     1
Flagg Brothers                                                                                               1
Jantzen|I.B. Cohen                                                                                           1
Ann Demeulemeester|Bergdorf Goodman                                                                          1
Koret|Tiffany & Co.                                                                                          1
Tewi Lingerie, Inc|Madame Thea Tewi                                                                          1
S. Fox & Company, Ltd.                                                                                       1
Brokaw Brothers                                                                                              1
Luxus                                                                                                        1
Catherine Hubert                                                                                             1
Alexander McQueen|Philip Treacy                                                                              1
Augusto, Ltd.                                                                                                1
Lord John                                                                                                    1
Duvelleroy                                                                                                   1
Maria Grazia Chiuri|Pierpaolo Piccioli|Valentino|Valentino                                                   1
James Lock & Co. Ltd|Brooks Brothers                                                                         1
Jacques Fath|Hubert de Givenchy|House of Givenchy|House of Jacques Fath                                      1
Dolce & Gabbana|Stefano Gabbana|Domenico Dolce                                                               1
Emilio Pucci|Lord & Taylor                                                                                   1
Atherton Fine Millinery                                                                                      1
Henri Begelin|Barneys New York                                                                               1
Mandalian Manufacturing Company                                                                              1
Bill Blass Ltd.|Bill Blass                                                                                   1
Charles James|Halston                                                                                        1
House of Worth|J. & J. Slater                                                                                1
H.C.F. Koch                                                                                                  1
Elio Berhanyer                                                                                               1
J.B. Johnstone                                                                                               1
House of Charles Jourdan|Steven Scott Kokin                                                                  1
Ducerf Scavini                                                                                               1
Giraut-Sirie                                                                                                 1
Kirk's Folly                                                                                                 1
Elsa Schiaparelli|Jean Cocteau|House of Lesage                                                               1
Taj of India                                                                                                 1
Abraham Ltd.|Marc Bohan|House of Dior                                                                        1
Halston|Bergdorf Goodman|Christian Dior                                                                      1
Claire McCardell|Galey and Lord, Inc.                                                                        1
New York Creation                                                                                            1
James Galanos|Delman                                                                                         1
House of Lanvin|Marie-Blanche di Pietro                                                                      1
Dan River Mills                                                                                              1
Jacques Fath|Bianchini-Férier|House of Jacques Fath                                                          1
Vera Maxwell|Capezio Inc.                                                                                    1
Odile Gilbert|Gaultier Paris|Jean Paul Gaultier                                                              1
Eliane Schenk                                                                                                1
Sarah Pursell                                                                                                1
Meridian                                                                                                     1
Jacques Tiffeau|Golo Footwear Corporation|Emme, Inc.                                                         1
Vivienne Westwood|Malcolm McLaren|Seditionaries|SEX                                                          1
Olivier Theyskens|House of Ricci                                                                             1
Morel, Poeckès & Paumlin|Charles Frederick Worth|A. M. Gourd & Cie|House of Worth                            1
Stéphane Rolland|House of Jean-Louis Scherrer                                                                1
Annika Liljedahl                                                                                             1
Arnold Constable & Company|Universal Studios Inc.                                                            1
Busvines & Co. Paris|Franklin Simon & Co.|Belle Jardinière, Paris|E. Motsch                                  1
Madame Warren's                                                                                              1
Raphael                                                                                                      1
Emanuel Zoo                                                                                                  1
Vivienne Westwood|Jordan|Malcolm McLaren                                                                     1
R. Townsend & Sons                                                                                           1
Arthur McGee                                                                                                 1
Tuna & Moosbrugger                                                                                           1
Antonio del Castillo|Lanvin-Castillo                                                                         1
Legroux Soeurs                                                                                               1
Karl Lagerfeld|Bergdorf Goodman                                                                              1
Geoffrey Beene|Fratelli Rosetti                                                                              1
Bergdorf Goodman|Christian Dior|House of Dior                                                                1
Valentina|Chez Sonia                                                                                         1
Bud Kilpatrick                                                                                               1
Lucien Lelong|Christian Dior                                                                                 1
Melnotte|J. Petit                                                                                            1
Georgette of Paris                                                                                           1
Koos van den Akker|Ben Kahn Furs                                                                             1
Charles Frederick Worth|House of Worth|Jean-Philippe Worth                                                   1
Samuel Winston, Inc.                                                                                         1
Suzanne Talbot|Bonwit Teller & Co.                                                                           1
René Mancini|Daniela Shoes                                                                                   1
House of Lesage|House of Chanel|Karl Lagerfeld|House of Chanel                                               1
Paperdelic                                                                                                   1
Sultana                                                                                                      1
Lou Brevete                                                                                                  1
Miss M. Gans                                                                                                 1
Chicago Corset Company                                                                                       1
Gabrielle Chanel|House of Chanel|House of Chanel                                                             1
House of Tappé, Inc.                                                                                         1
Golo Footwear Corporation|Leila Larmon|Stephen Bruce                                                         1
Clary                                                                                                        1
La Religieuse                                                                                                1
Elsa Schiaparelli|Christian Dior|House of Dior                                                               1
P.D.                                                                                                         1
Brioni|Christian Dior                                                                                        1
J. Jacquin & Company                                                                                         1
Calvin Klein|Calvin Klein                                                                                    1
Amédée Courder|Anthony Berrus                                                                                1
Victor Joris                                                                                                 1
Ottavio Missoni|Missoni                                                                                      1
Hattie Carnegie|Norman Norell                                                                                1
Crayons                                                                                                      1
John P. John|Mr. John, Inc.|I. Magnin & Co.                                                                  1
Edward L. Mayer                                                                                              1
Johnny Carson                                                                                                1
Madame J. H. (Johan Adolph) Rutherford                                                                       1
Elizabeth Hawes|Rodier                                                                                       1
Wearkstatt                                                                                                   1
Caltex Sportswear Company                                                                                    1
Eldridge Manning                                                                                             1
Plaza Gown Parlors                                                                                           1
Christian Dior|Christian Dior, New York|House of Dior                                                        1
Mrs. Dunstan|Jacques Doucet                                                                                  1
Elsa Schiaparelli|House of Schiaparelli|Jean Clemént                                                         1
Basso and Brooke                                                                                             1
Coglitore'f                                                                                                  1
Brasseur                                                                                                     1
Yves Saint Laurent|Yves Saint Laurent Rive Gauche|Goossens|Yves Saint Laurent, Paris                         1
Diplomat                                                                                                     1
Peter Fox|Linda Fox                                                                                          1
La Réve                                                                                                      1
Pierre Corrard|Georges Lepape                                                                                1
Carolyn Schnurer|Arthur Bier and Co. Inc.                                                                    1
Cardinal                                                                                                     1
Vandervell                                                                                                   1
Beth Levine|Herbert Levine Inc.|Joseph Salon Shoes                                                           1
Norman Norell|Evelyn Byrnes                                                                                  1
Capital                                                                                                      1
Paris Manufacturing Company                                                                                  1
Mrs. Samuel Shimn                                                                                            1
Bodymap                                                                                                      1
Lawler Duffy|Alexander McQueen                                                                               1
Dalligner, Modes, Richmond                                                                                   1
Liza Bruce                                                                                                   1
E. Mendelsohn & Company                                                                                      1
Alex                                                                                                         1
Marcelle Alix                                                                                                1
Bob Bugnand                                                                                                  1
Alber Elbaz|House of Lanvin                                                                                  1
Lord & Taylor|Emilio Pucci                                                                                   1
Jenny of Boston                                                                                              1
Madame Grès (Alix Barton)|Bonwit Teller & Co.                                                                1
Léon Bakst                                                                                                   1
Miss Juliette                                                                                                1
Shepard Company                                                                                              1
Jomaz                                                                                                        1
House of Lanvin|Alber Elbaz                                                                                  1
Schostal                                                                                                     1
House of Chanel|House of Chanel|Karl Lagerfeld                                                               1
Ciro Paone                                                                                                   1
John Galliano|Maison Martin Margiela|Artisanal|Benjamin Shine                                                1
Pique                                                                                                        1
House of Lelong                                                                                              1
Line Vautrin                                                                                                 1
Bill Blass|Bill Blass Ltd.|Saks Fifth Avenue                                                                 1
Levi-Strauss and Company|Jean Paul Gaultier                                                                  1
M. C. Daly                                                                                                   1
William de Lillo                                                                                             1
Jane L. Kosminsky                                                                                            1
Cristobal Balenciaga|Emme, Inc.|House of Balenciaga                                                          1
Ben Kahn Furs|Pauline Trigère                                                                                1
Stewart & Company                                                                                            1
Bailey, Banks & Biddle                                                                                       1
Mark W. Cross|Gerald Murphy                                                                                  1
French Bootery                                                                                               1
I. Miller|Boris Kroll|Kroll Fabric, Inc.                                                                     1
Traina-Norell|I. Magnin & Co.|Norman Norell                                                                  1
Keith Haring|Vivienne Westwood|Malcolm McLaren                                                               1
Lookmaster's Guild                                                                                           1
Philip Treacy|Rifat Ozbek                                                                                    1
Paul Stuart                                                                                                  1
Harris & Curtis                                                                                              1
Chloé|Henri Bendel                                                                                           1
Madame Virot                                                                                                 1
C. Webb                                                                                                      1
Leather's Best|Mondial Shoe                                                                                  1
Mr. Roald Kaupang                                                                                            1
Roger Vivier|Marc Bohan|House of Dior                                                                        1
Cristobal Balenciaga|Bergdorf Goodman|House of Balenciaga                                                    1
John Weitz                                                                                                   1
Geoffrey Beene|Michael Vollbracht                                                                            1
Hubert de Givenchy|House of Givenchy|René Mancini                                                            1
Legros de Rumigny                                                                                            1
Bianchini-Férier|Gilbert Adrian                                                                              1
Paul Poiret|Irving Penn                                                                                      1
Norman Norell|Traina-Norell|Neiman Marcus                                                                    1
Paragon|Martin                                                                                               1
Jean Muir|Liberty & Co.                                                                                      1
L. Anderson                                                                                                  1
Richard James                                                                                                1
Hoschedé Rebours                                                                                             1
Hannis & Jenkins                                                                                             1
Jay's of London                                                                                              1
Lilly Daché|Lord & Taylor                                                                                    1
Bottier Baudin                                                                                               1
Burkhardt Bros. Company|Goodall Worsted Company                                                              1
Roselle Davis|Stuart Davis                                                                                   1
Jenkins                                                                                                      1
Rafael Sanchez|Geoffrey Beene                                                                                1
Roger Fare                                                                                                   1
Layne Neilson                                                                                                1
Peggy Hoyt                                                                                                   1
Miguel Adrover|Fendi                                                                                         1
Frank Olive                                                                                                  1
Kamen                                                                                                        1
Lichtenstein Millinery Company                                                                               1
Holbrook and Walker                                                                                          1
André Courrèges|Emme, Inc.                                                                                   1
Barneys New York|Bill Blass|Bill Blass Ltd.                                                                  1
Rhind Importer                                                                                               1
Granny Takes a Trip                                                                                          1
Shannon, Miller & Crane                                                                                      1
Norman Norell|I. Magnin & Co.                                                                                1
Enos, Ltd.                                                                                                   1
Clarks of England                                                                                            1
Robert Dudley|Merrimac Hat Corp.                                                                             1
Frances & Co., Paris                                                                                         1
Day & Horton|Worcester Skirt Company                                                                         1
Claire McCardell|S. Stroock and Company|Townley Frocks                                                       1
Sarff Zumpano Inc.                                                                                           1
Jean Clemént|Elsa Schiaparelli                                                                               1
Yoshiki Hishinuma                                                                                            1
McKeon & Smith                                                                                               1
Eagle Shirtmakers, Inc.                                                                                      1
Keni Valenti                                                                                                 1
Norman Norell|Traina-Norell|Lord & Taylor                                                                    1
Russell & Bromley|Luini                                                                                      1
Mr. Bruno                                                                                                    1
Alan                                                                                                         1
Bill Blass|Manolo Blahnik|Bill Blass Ltd.                                                                    1
Augusta Reimer                                                                                               1
Shulton, Inc.                                                                                                1
Facon|Saks Fifth Avenue                                                                                      1
Ditz                                                                                                         1
Lord & Taylor|Pukumestarit|W. & E. Crowther, Ltd.                                                            1
Gaultier Paris|Jean Paul Gaultier                                                                            1
Janet Lipkin                                                                                                 1
Adolfo|Cristobal Balenciaga|House of Balenciaga                                                              1
Wetterfest                                                                                                   1
Lajoinie|Marc Bohan|House of Dior                                                                            1
John Wuest                                                                                                   1
Yves Saint Laurent|Yves Saint Laurent, Paris|Bergdorf Goodman                                                1
Rooster                                                                                                      1
Salvatore Ferragamo|Salvatore Ferragamo|Saks Fifth Avenue                                                    1
Bill Blass|Adolfo|Bill Blass Ltd.                                                                            1
Wild & Lethal Trash|Walter Van Beirendonck                                                                   1
Marimekko                                                                                                    1
Reis                                                                                                         1
Chambert, Paris                                                                                              1
National|George W. Welsh's Son|Gorham Manufacturing Company                                                  1
Carolyn Schnurer|U.S. Fabrics                                                                                1
Domi                                                                                                         1
June Blaker                                                                                                  1
Walter Florell|The Robbins                                                                                   1
Bergdorf Goodman|Halston                                                                                     1
House of Jacques Fath|Jacques Fath                                                                           1
Delman|Valentina                                                                                             1
Ungar                                                                                                        1
House of Dior|Christian Dior|House of Dior                                                                   1
Burnham & Phillips                                                                                           1
Claire McCardell|Townley Frocks|B. Altman & Co.                                                              1
Haas Soeurs, Inc.|House of Patou                                                                             1
Hamish Morrow                                                                                                1
G. Desprez                                                                                                   1
Outlook|Ted Lapidus                                                                                          1
Norman Norell|Traina-Norell|Bonwit Teller & Co.                                                              1
Snow Snug by Shawmut                                                                                         1
Bonnie Cashin|Tammis Keefe                                                                                   1
Saks Fifth Avenue|Emilio Pucci                                                                               1
Ciffonelli                                                                                                   1
Debillemont                                                                                                  1
Thomas Worth                                                                                                 1
Mme. Blanchard                                                                                               1
Madame Marie Henri Ltd.|House of Premet                                                                      1
Brooks Brothers|A. Sulka & Company|House of Lanvin                                                           1
J. C. D'Ahetze                                                                                               1
m.r.s.|Molly Stern                                                                                           1
Jacques Griffe|Edward Molyneux                                                                               1
Michael Kane                                                                                                 1
Vivienne Westwood|Seditionaries|Malcolm McLaren                                                              1
Bonnie Cashin|Eunice Cashin|Boris Kroll                                                                      1
Paraphernalia|Deanna Littel                                                                                  1
Gant Perrin                                                                                                  1
Kaufmann's                                                                                                   1
Kasper|Saks Fifth Avenue                                                                                     1
J. M. Gidding & Company                                                                                      1
Joyce of California                                                                                          1
Issey Miyake|Miyake Design Studio|A-POC                                                                      1
Marion E. Dick                                                                                               1
Texier St. Engley                                                                                            1
May Wamelink Gorman                                                                                          1
Ben Reig                                                                                                     1
Yves Saint Laurent, Paris|Tom Ford                                                                           1
Mangin Maurice                                                                                               1
Jacques Le Corre                                                                                             1
Herman Rossberg                                                                                              1
Tatiana|Henri Bendel                                                                                         1
Mrs. Florence Reichman                                                                                       1
House of Dior|Roger Vivier|Marc Bohan                                                                        1
Simonetta|Alberto Fabiani|Simonetta et Fabiani                                                               1
Vivienne Westwood|Keith Haring                                                                               1
Fisher                                                                                                       1
Claude Montana|Giorgio Armani|Giorgio Armani                                                                 1
Norman Norell|Delman|Bonwit Teller & Co.                                                                     1
Rudi Gernreich|Exquisite Form                                                                                1
Stern Brothers|Corset Parisien                                                                               1
Giorgio di Sant'Angelo|Capezio Inc.                                                                          1
Jean Paul Gaultier|René Mancini                                                                              1
Carolyn Schnurer|Ameritex                                                                                    1
Robert Riley                                                                                                 1
Elsa Schiaparelli|F. Ducharne Silk Company|Jean Cocteau                                                      1
The Walter Bugbee Company                                                                                    1
Richard Anderson                                                                                             1
Etro                                                                                                         1
Saks Fifth Avenue|Degas                                                                                      1
Jeanne Lanvin|Henri Bendel|House of Lanvin                                                                   1
Baum-Roth, Inc.                                                                                              1
Evelyn Schless|Evelyn Schless, Inc.                                                                          1
Carolyn Schnurer|Celanese Corporation of America                                                             1
A. N. Cook & Company|Nardi, Inc.                                                                             1
Townsend Grace Company                                                                                       1
Henri Bendel|Mme. Jeanne Paquin                                                                              1
Emanuel Ungaro|Sidonie Larizzi                                                                               1
Yves Saint Laurent|Cristobal Balenciaga                                                                      1
Boeing Pelliccerie                                                                                           1
House of Lucile|Lucile                                                                                       1
Luigi Bevilacqua|Maria Chiara Galotti                                                                        1
House of Dior|Yves Saint Laurent|House of Dior                                                               1
Rene Taillard                                                                                                1
Stein & Blaine|Mackey Starr, Inc.                                                                            1
Miss Beckie                                                                                                  1
Carlson's                                                                                                    1
Jacques Gerber|Callot Soeurs|Pierre Gerber|Madame Suzy                                                       1
Yves Saint Laurent, Paris|Yves Saint Laurent|Yves Saint Laurent, Paris                                       1
Madame Tierce                                                                                                1
Shillito's                                                                                                   1
Dr. Warner's                                                                                                 1
Delman|Christian Dior                                                                                        1
Suydam                                                                                                       1
Demna Gvasalia|Vetements|Comme des Garçons|Brioni|Manolo Blahnik                                             1
Everfast Fabrics, Inc.|Carolyn Schnurer                                                                      1
Jacques Kaplan|Marisol                                                                                       1
John Weitz|Printzess Square                                                                                  1
United States Rubber Company                                                                                 1
Emme, Inc.|Neiman Marcus                                                                                     1
Fuller Fabrics|Carolyn Schnurer                                                                              1
Ian and Marcel Hand Painted Silks                                                                            1
J. Derber                                                                                                    1
Damien Hirst|Rifat Ozbek                                                                                     1
Christian Dior|Bergdorf Goodman|House of Dior                                                                1
Bonwit Teller & Co.|House of Lanvin                                                                          1
Beaurepoire|Jacques Griffe                                                                                   1
Damien Hirst|Manolo Blahnik                                                                                  1
House of Chanel|Chanel Boutique|Karl Lagerfeld                                                               1
Dal Co'|Fontana                                                                                              1
Lortay                                                                                                       1
John Golden                                                                                                  1
M. J. Knoud Saddlery Inc.                                                                                    1
Andrew Fezza                                                                                                 1
Hussein Chalayan|Vionnet S.p.A.                                                                              1
Bergdorf Goodman|Florence Eiseman                                                                            1
Steigerwalt                                                                                                  1
Kork-ease, Inc.                                                                                              1
L. & E. Stirn                                                                                                1
Mme. Lyra Corset Makers                                                                                      1
Hubert de Givenchy|House of Givenchy|Givenchy Boutique                                                       1
Chezar & Pillman                                                                                             1
Betsey Bunky Nini                                                                                            1
Robert Lee Morris                                                                                            1
Bray Bros.                                                                                                   1
Pierpaolo Piccioli|Maria Grazia Chiuri|Valentino|Valentino                                                   1
Princeton Process, Inc.|The Brothers Christie Fur Corp.                                                      1
Chloé|Bloomingdale Brothers Inc.                                                                             1
Walter Albini                                                                                                1
Argence                                                                                                      1
Karl Lagerfeld|Chloé|Henri Bendel                                                                            1
Antonio del Castillo|Lanvin-Castillo|House of Lanvin                                                         1
B. Altman & Co.|Borden                                                                                       1
John Frederics|John P. John|Mrs. Helen Cookman                                                               1
Mme. Carlier                                                                                                 1
Anne & Thérèse                                                                                               1
William Popper|Charles James                                                                                 1
Thomas Ridout                                                                                                1
Craig Green                                                                                                  1
Norman Norell|Bergdorf Goodman                                                                               1
Issey Miyake|Miyake Design Studio|Tadanori Yokoo                                                             1
Mazane|Frank Mazane                                                                                          1
Rudi Gernreich|Bonwit Teller & Co.                                                                           1
Julius Kayser & Company|Stern Brothers                                                                       1
Claire Kennedy                                                                                               1
Charles James|Korvettes                                                                                      1
Schreter|Arthur Constable                                                                                    1
L'Aprili                                                                                                     1
Charles James|Forstmann                                                                                      1
Royal Worcester Corset Company|A. J. Lecoutre                                                                1
Simcox                                                                                                       1
Berg|Weber & Heilbroner                                                                                      1
Pablo Picasso                                                                                                1
Mr. Pearl|Jean Paul Gaultier                                                                                 1
La Perla                                                                                                     1
Salvador Dalí|Elsa Schiaparelli                                                                              1
Haas Soeurs, Inc.|Madame Suzy                                                                                1
Sebastian                                                                                                    1
Emeric Partos|Bergdorf Goodman                                                                               1
Healy                                                                                                        1
Mimi di N                                                                                                    1
Joyce Francis                                                                                                1
Name: Artist Display Name, Length: 2797, dtype: int64
%%time
# Let's separate them out by parsing the | symbols

# Initialize a dict for storage
dict = {'entity':[],'type':[]}


# Loop over all Costume Institute entries to get the different fields for Artist
# Maybe there's a more Pythonic way using apply()
for index, row in costume_df.iterrows():
    # Split each of these on the lines of the pipe | character
    # Use extend vs append so that the elements of the passed list are individual added
    if isinstance(row['Artist Display Name'],str): 
        dict['entity'].extend([x.strip() for x in row['Artist Display Name'].split('|')])
    if isinstance(row['Artist Role'],str): 
        dict['type'].extend([x.strip() for x in row['Artist Role'].split('|')])

# Make a dataframe out of the dict created above
costume_creators_df = pd.DataFrame(
    {
     'entity': dict['entity'],
     'type'  : dict['type']
    }
)

# costume_creators_df.describe()

# Make a new dataframe of unique combos of entity-type (eg. Bill Blass:Designer) to aid in reconciliation
uniq_costume_creators_df = costume_creators_df.drop_duplicates()
uniq_costume_creators_df.describe()
CPU times: user 17.5 s, sys: 52 ms, total: 17.5 s
Wall time: 17.7 s
uniq_costume_creators_df['type'].value_counts()
Designer                         1306
Manufacturer                      549
Design House                      198
Department Store                  176
Maker                             165
Retailer                          120
Artist                             32
Couture Line                       16
Secondary Line                     15
Photographer                        3
Subject                             2
Patron                              1
Author                              1
Lithographer                        1
Former Attribution                  1
Source                              1
Photographer and Photo Source       1
Editor                              1
Name: type, dtype: int64
uniq_costume_creators_df['entity'].value_counts()
Saks Fifth Avenue                          6
Turnbull & Asser                           6
Abercrombie and Fitch Co.                  5
Hattie Carnegie, Inc.                      5
Bergdorf Goodman                           5
J. & J. Slater                             5
Emme, Inc.                                 4
A. Sulka & Company                         4
Franklin Simon & Co.                       4
House of Balenciaga                        4
Bonwit Teller & Co.                        4
Ben Kahn Furs                              4
House of Dior                              4
L. P. Hollander & Co., Boston              4
Lord & Taylor                              4
F. R. Tripler & Co.                        4
Brooks Brothers                            4
Tiffany & Co.                              4
Henri Bendel                               4
Liberty & Co.                              4
John Frederics                             4
G. Fox & Company                           3
Goossens                                   3
Yves Saint Laurent, Paris                  3
Mazane                                     3
Samuel Winston, Inc.                       3
Trimingham's                               3
Eunice Cashin                              3
Brioni                                     3
Stein & Blaine                             3
Hattie Carnegie                            3
Comme des Garçons                          3
Salvatore Ferragamo                        3
Dorothée Bis                               3
Blades                                     3
Knox                                       3
Thomas                                     3
Frederick Loeser & Company                 3
Alfred J. Cammeyer                         3
H. Jaeckal & Sons                          3
House of Charles Jourdan                   3
Capezio Inc.                               3
Halston                                    3
Bloomingdale Brothers Inc.                 3
Mr. John, Inc.                             3
Rogers, Peet & Company                     3
Valentino                                  3
Thurn                                      3
Mark W. Cross                              3
Gianni Versace                             3
J. C. D'Ahetze                             3
B. Altman & Co.                            3
Phelps                                     3
Manby                                      3
Saks & Company                             3
Salon Moderne, Saks Fifth Avenue           3
Hermès                                     3
Alexander McQueen                          3
Maximilian                                 3
I. Miller                                  3
Weeks                                      3
The Chelsea Cobbler                        3
Stern Brothers                             3
Bronzini                                   3
N. Greco                                   3
Cartier                                    3
Hahne & Company                            3
House of Chanel                            3
Lanz of Salzburg                           3
Serendipity 3                              3
J. Ferry                                   3
Paraphernalia                              2
House of Lesage                            2
Right Now                                  2
Albanese                                   2
K. Geiger                                  2
Annette Kellerman                          2
Rifat Ozbek                                2
Lucien Lelong                              2
Levi-Strauss and Company                   2
House of Worth                             2
Briggs & Sons, London                      2
Peal & Co., Ltd.                           2
Iris Van Herpen                            2
Aris                                       2
Caroline Reboux                            2
Lee                                        2
Maraolo                                    2
Boué Soeurs                                2
Delman                                     2
Moschino Couture                           2
George T. Keen Inc.                        2
James McCreary and Co., N.Y.               2
James McCutcheon & Co.                     2
Mon. Vignon                                2
Philip Treacy                              2
Meyer Jonasson & Company                   2
Brooks Costume Company                     2
Bob, Inc., N.Y.                            2
Mrs. Osborn Company                        2
Callot Soeurs                              2
Selbine                                    2
Frattegiani                                2
Susan Bennis/Warren Edwards                2
A. G. Spalding & Bros.                     2
Robert Piguet                              2
Etcetera                                   2
Wiener Werkstätte                          2
Perry Ellis                                2
Braagaard                                  2
Galeries Lafayette                         2
H. Jantzen Shoe Co.                        2
Maisons Agnès-Drécoll                      2
Gelot                                      2
Pablo Picasso                              2
The Mallory Hat Company                    2
Gucci                                      2
Henri a la Pensée                          2
House of Lucile                            2
Maison Lewis                               2
Marcel Rochas                              2
Field Brothers                             2
Missoni                                    2
Gorham Manufacturing Company               2
Andy Warhol                                2
A. Bertin                                  2
Koret                                      2
Abraham & Straus                           2
Chipp New York New Haven                   2
Dertz                                      2
Fox Clothes of London                      2
Arnold Constable & Company                 2
Marshall Field & Company                   2
Oscar de la Renta                          2
Geoffrey Beene                             2
Harmon Knitwear                            2
Jacques Doucet                             2
Fragiacomo                                 2
A. J. Izod, Ltd.                           2
Mr. Luis Estévez                           2
Camille                                    2
Best & Co.                                 2
Orser & Terrizzi                           2
Grace M. Cunningham                        2
Jean Cocteau                               2
Cangemi, Inc.                              2
House of Balmain                           2
Hanes Hosiery, Inc.                        2
Henry Poole & Co.                          2
U. S. Keds                                 2
René-Jules Lalique                         2
Mme. Gripoux                               2
J. Petit                                   2
Shoe Biz                                   2
Darlington, Runk & Co.                     2
Nan Duskin                                 2
House of Paquin                            2
Stovel & Mason                             2
Chez Sonia                                 2
Depret                                     2
Ciner                                      2
Frank Mazane                               2
Fiorucci                                   2
Walter Worldwide                           2
Mondial Shoe                               2
Amelia Gray                                2
Massaro                                    2
Adidas                                     2
Hickson Inc.                               2
Milch                                      2
Hook, Knowles & Co.                        2
H. Huntsman & Sons                         2
Whiting and Davis Company, Inc.            2
André Perugia                              2
Wanamaker's                                2
Giorgio di Sant'Angelo                     2
James McCreery & Company                   2
Bally of Switzerland                       2
Army & Navy Cooperative Company            2
Jantzen                                    2
Celine                                     2
Raudnitz and Co. - Huet and Chéruit        2
Joseph                                     2
Fontana                                    2
Netch and Frater                           2
De Pinna                                   2
Harry Gordon                               2
Van Cleef & Arpels                         2
House of Lelong                            2
Dominique France                           2
Walter Steiger                             2
Jenny                                      2
House of Lanvin                            2
Christian Louboutin                        2
John Held Jr.                              2
Dolce & Gabbana                            2
Poster Dress, Ltd.                         2
Bottega Veneta                             2
F. Cruwys                                  2
Cecil Beaton                               2
James Galanos                              2
Church's                                   2
Melton                                     2
Pierre Brivet                              2
Andrew Geller, Inc.                        2
Peck & Peck                                2
J. Thorpe                                  2
Prada                                      2
Michele Oka Doner                          2
Eaves Costume Company                      2
Busvines & Co. Paris                       2
Dal Co'                                    2
Jay-Thorpe, Inc.                           2
Jerro Brothers                             2
Palter DeLiso, Inc.                        2
Pierre Yantorny                            2
Wesley Simpson, Inc.                       2
Manolo Blahnik                             2
Charvet Chemisier                          2
Tewi Lingerie, Inc                         2
J.C. Penney Co., Inc.                      2
Brooke Cadwallader                         2
Dieulafait & E. Bouclier                   2
Mr. Fish                                   2
Sommers, Inc.                              2
Rodarte                                    2
Sophie Gimbel                              2
Revillon Frères                            2
Griffon                                    2
Lucien Tesson                              2
Iida & Co./Takashimaya                     2
Harrods, Ltd.                              2
Cavanaugh Model Form Co.                   2
Alexandrine                                2
Mme. Eta Hentz                             2
Stuart Weitzman                            2
Sidonie Larizzi                            2
Echo Scarfs                                2
Chéruit                                    2
Viktor and Rolf                            2
Ossie Clark                                2
Scott & Company                            2
Herbert Levine Inc.                        2
Jaeger                                     2
Driscoll                                   2
Milgrim                                    2
Maniatis Bottier, Paris                    2
Mr. Pearl                                  2
House of Schiaparelli                      2
Bernardo Sandals                           2
Browning, King & Company                   2
Gunther Jaeckel                            2
Calvin Klein                               2
Collins & Fairbanks Co.                    2
Guy Laroche                                2
House of Drécoll                           2
Rodier                                     2
Josephus Thimister                         2
Lyon                                       2
Keith Haring                               2
Florsheim                                  2
Trifari                                    2
Giorgio Armani                             2
F. L. Dunne & Company                      2
Fendi                                      2
Joyce of California                        2
Paul Stuart                                2
Kayser-Roth Glove Co., Inc                 2
Kurzman                                    2
B. H. Wragge                               2
Hugo Boss                                  2
H. Creed & Co.                             2
A. Gillet                                  2
Shannon Rodgers                            2
House of Premet                            2
Kenzo                                      2
Gorini                                     2
Columbia Gymnasium Suit Co.                2
Golo Footwear Corporation                  2
Gibo                                       2
Alberto Fabiani                            2
Seymour Troy Originals                     2
Edwin C. Burt & Co.                        2
Goupy                                      2
Burberry                                   2
F. Pinet, Paris                            2
Ridabock & Company                         2
Mad Carpentier                             2
Maurice Rentner                            2
Redfern                                    2
Gantner of California                      2
Jean Clemént                               2
Tommy Nutter                               2
John Galliano                              2
Nike                                       2
Cole of California                         2
Wallachs                                   2
Ralph Lauren                               2
House of Patou                             2
Evelyn Byrnes                              2
Hellstern and Sons                         2
Ball Band                                  2
Martial & Armand                           2
Jacqmar                                    2
Kaufmann's                                 2
I. Magnin & Co.                            2
Joseph Love, Inc.                          2
Chez Ninon                                 2
Traina-Norell                              2
Hawes & Curtis, Ltd.                       2
Clara in N.Y.                              2
Nardi, Inc.                                2
Cerruti 1881                               2
Alexander's                                2
Aitken Son & Company                       2
Christian Lacroix                          2
EISA                                       2
Fortuny                                    2
Francis O'Neill                            2
Oomphies                                   2
Jean Dessès                                2
Norman Hartnell                            2
Georges Kaplan                             2
Catherine Walker                           1
Ceil Chapman                               1
Kroll Fabric, Inc.                         1
Stefano Pilati                             1
Coblentz                                   1
Gabriele Knecht                            1
Homer Layne                                1
William de Lillo                           1
Sapphire                                   1
Emmanuelle Khanh                           1
Rafael Sanchez                             1
Elsa Peretti                               1
Madame Smyth                               1
Marie Patricia Toscano                     1
Paris Manufacturing Company                1
Horace Dean Walker                         1
Mme. Boué-Debat                            1
Carber Shoe Company                        1
Damien Hirst                               1
Olympia Knitting Mills                     1
Walter Barnard & Son                       1
Goodall-Sanford, Inc.                      1
Krizia                                     1
Cadolle                                    1
Tuttabankem                                1
Anton Thum                                 1
Sarmi                                      1
Snow Snug by Shawmut                       1
Mme. Lyra Corset Makers                    1
Byram & Son                                1
Sophia Kokosalaki                          1
Callaghan                                  1
Reiss & Fabrizio                           1
Anne & Thérèse                             1
Evelyn Schless                             1
La Bagagerie                               1
Moschino Cheap and Chic                    1
Judith Imports                             1
Arnold Lever                               1
Erté (Romain de Tirtoff)                   1
Lawler Duffy                               1
McCreedy and Schreiber                     1
Texier St. Engley                          1
Mme. Fréderique                            1
Nancy Gonzalez                             1
Bill Tice                                  1
Colcombet                                  1
Alpine                                     1
Madame Havet                               1
Bullocks Wilshire                          1
Jean Gale, Inc.                            1
Amok                                       1
Mme. Mantel                                1
Odette de la Tour                          1
Dalligner, Modes, Richmond                 1
Willi Smith                                1
Maullé                                     1
Nolan Importers                            1
French, Shriner & Urner                    1
Joyce Francis                              1
C.F. Johns & Pegg                          1
Spier's National Schuh                     1
Steigerwalt                                1
Nellie Harrington                          1
Suviane                                    1
Lucille de Paris                           1
House of Jacques Fath                      1
Caulier                                    1
Veneziano                                  1
Delion                                     1
Charles Jourdan                            1
C. Webb                                    1
Blaire's                                   1
Maison Ström                               1
U.S. Fabrics                               1
L.S. Davidson                              1
Hannis & Jenkins                           1
Tommy Hilfiger Corporation                 1
Ann E. Lipscomb                            1
Mrs. Sylvia Pedlar                         1
Kasper                                     1
Nordica                                    1
Bill Blass Ltd.                            1
Christophe de Menil                        1
Atherton Fine Millinery                    1
Linda Mendelson                            1
E. Mendelsohn & Company                    1
La Perla                                   1
Silvia Fiorentina                          1
Daphne Hughes                              1
Philippe & Gaston                          1
Mrs. Florence Reichman                     1
Mrs. Bertha Black Lewry                    1
Ascher                                     1
Compagnie Lyonnaise                        1
Stéphane                                   1
Basso and Brooke                           1
Marie-France Cohen                         1
Myrbor                                     1
Junya Watanabe                             1
Defossée                                   1
Beleganti                                  1
Keys & Lockwood                            1
H. Detrois                                 1
Herman Rossberg                            1
Kloss-Pruzan                               1
Dagobert Peche                             1
Madeleine de Rauch                         1
Eugénie Safontas                           1
Francisco Costa                            1
Glensder Textile Corporation               1
Anne Klein                                 1
Esté                                       1
Debusschère of Bruges                      1
Susanne Bartsch                            1
Madame J. H. (Johan Adolph) Rutherford     1
Mary Katrantzou                            1
Louise Nevelson                            1
Sibling                                    1
Timothy Glazier                            1
Maidenform                                 1
Jane Derby                                 1
Alta Moda                                  1
noir kei ninomiya                          1
Parachutes Incorporated                    1
Charles Strohbeck, Inc.                    1
Alexander Calder                           1
A-POC                                      1
Fenton Footwear                            1
Foale & Tuffin                             1
Jack Rogers                                1
As Four                                    1
W. & J. Sloane                             1
Parlor Shoe Store                          1
Mme. Germaine Monteil                      1
Waste Basket Boutique                      1
Springfield Athletic Co.                   1
W.K. Gilbert & Company                     1
Henry, Darling & Company                   1
Etro                                       1
Hanae Mori                                 1
Richard Serbin                             1
Jordan Marsh & Company                     1
Roger Vivier                               1
The Metropolitan Millinery Importer        1
A. Schiraldi of Napoli                     1
Bray Bros.                                 1
John Lobb                                  1
Gundry & Sons                              1
Rosina Schiavone Ferragamo                 1
Mme. Uoll Gross                            1
The Sahlin Company                         1
Calderon                                   1
Francis                                    1
Argence                                    1
Cellini Shoes                              1
J. Uriarte                                 1
Loewe                                      1
A.L. Serra                                 1
Mr. R. Massaro                             1
Sandilands & Son                           1
Henriette Favre                            1
Willoughby Hatter                          1
JL Arbiter                                 1
Vanessa Noel                               1
Derigú                                     1
Van Heusen                                 1
Ben Reig                                   1
Helen Storey                               1
Travis Banton                              1
Bogart                                     1
Cypris                                     1
Giofer                                     1
Bloomingdale's                             1
Nettie Rosenstein                          1
Linda Kinoshita                            1
Hiro (Yahuhiro Wakabayashi)                1
Judith Leiber                              1
Henri de la Ponce                          1
Reual, Inc.                                1
Meier                                      1
Krutcher & Starks                          1
Christophe Decarnin                        1
Robert Riley                               1
Robert Cary Williams                       1
Anna Tappé Inc.                            1
Ted Lapidus                                1
Georges Doeuillet                          1
Goujon, Ltd.                               1
R.W.H. Rogers                              1
Carol Fertig                               1
Mrs. Made Krastins                         1
Valentina                                  1
Brigitte Singh (na)                        1
Virgil Abloh                               1
Sybil Connolly                             1
Rod Keenan                                 1
Sybilla                                    1
H. Harris                                  1
Quorum                                     1
Hamish Morrow                              1
Philip Sills & Co.                         1
Weber & Heilbroner                         1
Coleman                                    1
Augustine Martin & Company                 1
Robert Kushner                             1
Roberto Capucci                            1
Bent & Bush                                1
Système Jay                                1
Marks Jacobs                               1
Tassinari & Chatel                         1
Donna Karan                                1
Boris Kroll                                1
Celanese Corporation of America            1
Sam L. Budd                                1
André Bellini                              1
Lou Brevete                                1
Cover Girl Shoe Company                    1
Anne Klein and Company                     1
Bottier Baudin                             1
Richard Hudnut                             1
Pukumestarit                               1
André Dallioux                             1
Joe Famolare                               1
Bonnie Cashin                              1
Chezar & Pillman                           1
Wexler & Abraham                           1
Mandalian Manufacturing Company            1
Brigitte                                   1
Donatella Versace                          1
Jessie Franklin Turner                     1
Wilkes Bashford                            1
Barneys New York                           1
Marc Bohan                                 1
Rosemarie de Paris                         1
Marcelle Chaumont                          1
Christian Dior, New York                   1
Mr. Callum Hosiery Co.                     1
J.G. Müller                                1
Miriam Haskell                             1
Préville                                   1
Jordan                                     1
Beer                                       1
The Robbins                                1
Abraham Ltd.                               1
Handmacher                                 1
Norman LeMain                              1
Lockharts                                  1
Madame Marie Gerber                        1
Katharina Denzinger                        1
Frank Olive                                1
Julian & Kokenge Company                   1
Juicy Couture                              1
Dan River Mills                            1
I.B. Cohen                                 1
Y-3                                        1
Stéphane Rolland                           1
S. Edwards                                 1
Madame Grès (Alix Barton)                  1
Kamen                                      1
Mr. Frank Smith                            1
Madame Agnès                               1
Julius Garfinckel & Co.                    1
Halle Brothers                             1
Hoschedé Rebours                           1
Goodyear                                   1
Sandra Kuratle                             1
Meyer Rubber Company                       1
Penét Shoes, Inc.                          1
Larry Weinstein                            1
Stanley Philipson                          1
Torino                                     1
Michael Zobel                              1
M. Davey & Company                         1
Vivienne Westwood                          1
Thom McAn                                  1
L. & E. Stirn                              1
Miyake Design Studio                       1
Christophe                                 1
Philippe Model                             1
J. P. Adam                                 1
Mrs. Arnold                                1
Lortay                                     1
Molstad & Co.                              1
PW Company                                 1
Kelly 1                                    1
Catalina Sportswear                        1
Raoul Dufy                                 1
Mme. Pauline                               1
Madame Suzy                                1
Mrs. Morton J. Seifter                     1
Peggy Hoyt                                 1
Martha Weathered, Inc.                     1
Tao Kurihara                               1
Marithé & François Girbaud                 1
M.A. Kirk                                  1
Mr. Yukio Kobayashi                        1
Fownes                                     1
Golflex                                    1
Salvador Dalí                              1
Fotus Co. Ltd.                             1
Marcelle Alix                              1
Emilio Schuberth                           1
Nunn Bush                                  1
Florence Eiseman                           1
Preen                                      1
Wilson Folmar                              1
Fernande Desgranges                        1
Luini                                      1
Kaynee                                     1
William Popper                             1
Morris Wolock & Co.                        1
Forster & Son, Ltd.                        1
Michael Horn                               1
Roth & Goldschmidt Corset Company, Inc.    1
Mrs. F. M. Carroll                         1
A. Felix                                   1
Wasservogel Corsetière                     1
Roger Jean-Pierre                          1
Hertz                                      1
François Villon                            1
Madame Virot                               1
Playdell and Smith                         1
Maquets                                    1
La Sirene                                  1
Olivier                                    1
Patricia of Miami                          1
Isaac Mizrahi                              1
Rouff                                      1
Joan Vass                                  1
Bruat, Inc.                                1
Ealand                                     1
Julio                                      1
Everfast Fabrics, Inc.                     1
W. B. Conkey Co.                           1
Gertrude Davenport                         1
Luxus                                      1
Yumi Katsura International Co., Ltd.       1
Bernard Weatherill                         1
Charles Sumner                             1
Herbert Johnson                            1
James Lindsay McCreery                     1
Jim Tillett                                1
G & E Spitzer                              1
Amerikilt                                  1
Pattulo                                    1
Henri Boot Shop                            1
Richardson's                               1
Lucile                                     1
Oscar de la Renta, Ltd.                    1
Pemberton-Mercer                           1
Luigi Bevilacqua                           1
Kathryn Kuhn                               1
Fiamma Ferragamo                           1
Ellen Ann Dobrovir                         1
Valerian Stux-Rybar                        1
Gotham Gold Stripe                         1
Etienne Aigner                             1
Debillemont                                1
Jean-Louis Scherrer                        1
Felix Chabluk Smith                        1
Tony the Shoemaker                         1
Don Moore                                  1
Pichel                                     1
Gant Perrin                                1
Christian Dior                             1
Simonetta                                  1
Jacques Tiffeau                            1
Catherine Hubert                           1
Linda Fox                                  1
Horace Partridge Co.                       1
Dawnelle, Inc.                             1
Duchess of Windsor                         1
Cesare Paciotti                            1
Harry Berkowitz                            1
Jax of California                          1
Mr. Roald Kaupang                          1
Mrs. Mildred Orrick                        1
Diane von Furstenberg                      1
Mrs. L. D. [?] Sexton                      1
Franco Moschino                            1
Rose & Company                             1
Elsa Schiaparelli                          1
Pierre Cardin                              1
Sarah Lipska                               1
Walter Newberger                           1
Boudicca                                   1
Barnes & Smits                             1
House of Moschino                          1
Bob Mackie                                 1
Robert Dudley                              1
Sebastian                                  1
G. Petillault                              1
Suzanne Rémy                               1
Helmut Lang                                1
S. Stroock and Company                     1
A. Miranda                                 1
Jules François Crahay                      1
Francevramant                              1
Mariuccia Mandelli                         1
Nicholas Alan Cope                         1
Oppenheimer-Franken                        1
Suzanne Talbot                             1
Criterion                                  1
Sherman                                    1
L. Perchellet                              1
Degas                                      1
Crocker                                    1
A. Ravaux                                  1
Jordan Doner                               1
Aux Mille and Une Nuits                    1
Rolf Snoeren, Dutch, born 1969             1
Milliken                                   1
Bob Bugnand                                1
Hussein Chalayan                           1
Don Marshall                               1
John Ashpool                               1
Bernardo                                   1
Carolina Herrera                           1
Le Monnier                                 1
Pincus Brothers - Maxwell                  1
Michael Katz                               1
Harris & Curtis                            1
J. Derber                                  1
Wacoal-America Inc.                        1
Karl Lagerfeld                             1
Phelps-Terkel                              1
Daventree                                  1
R. H. White & Co.                          1
Gilbert Orcel                              1
Frances & Co., Paris                       1
Tina Lattanzi                              1
Marguerite Zorach                          1
Cluett, Peabody & Company, Inc.            1
May Wamelink Gorman                        1
Shea Importer                              1
B. Cavalli                                 1
Wamsutta                                   1
Pola Stout                                 1
Mae & Hattie Green                         1
Lamine Kouyaté                             1
Miss Beckie                                1
Jack Schaffer                              1
Jeans Best                                 1
Stanicci                                   1
Alphée                                     1
Janet Lipkin                               1
Dominick LaValle                           1
London Character                           1
Victor                                     1
Guido Pasquali                             1
Mlle. Louise                               1
Molly Stern                                1
Lilly Pulitzer Inc.                        1
Vionnet S.p.A.                             1
Hannah Troy                                1
Mariska Karasz                             1
Carpenter                                  1
Frances Denney                             1
Raphael                                    1
Bernard Teitelbaum, Inc.                   1
Miss Juliette                              1
Madam Griswold's                           1
Shillito's                                 1
Dobbs                                      1
Bailey, Banks & Biddle                     1
Freddy                                     1
A. Berteil                                 1
Norma Minkowitz                            1
Arthur Bier and Co. Inc.                   1
Chantelle                                  1
Nina Ricci                                 1
Fernando Sanchez                           1
Emanuel Zoo                                1
Jean Louis                                 1
Norman Norell                              1
Lafarge                                    1
Stephen Burrows                            1
Nocona Boot/Nocona Texas                   1
Rose Simon                                 1
Willis & Geiger, Inc.                      1
Raymond Godfrey Twyeffort                  1
JB                                         1
Marisol                                    1
Tess Sholom                                1
Ian and Marcel Hand Painted Silks          1
Terhune                                    1
Valentin Yudaskin                          1
Henry Heath Limited                        1
Xüly Bet                                   1
Mars of Asheville                          1
Amicy-Boinard                              1
Laboudt & Robina                           1
La Carte                                   1
Franck                                     1
Van Raalte                                 1
Alberta Ferretti                           1
Bianchini-Férier                           1
René Caovilla                              1
W. & E. Crowther, Ltd.                     1
Leonos D'Anz                               1
Courvoisier                                1
Fortis                                     1
Exquisite Form                             1
H & W Company                              1
Gallina                                    1
Wetzel                                     1
Judith Leiber Couture Ltd.                 1
Lanvin-Castillo                            1
Antonio Ratti                              1
Catoir Silk Company                        1
Pancaldi                                   1
Shirley of Hollywood                       1
Haas Soeurs, Inc.                          1
Beged-Or                                   1
L. Wilson                                  1
Baum-Roth, Inc.                            1
Paul Kaufman                               1
Mainbocher                                 1
J. M. Gidding & Company                    1
Mr. Bruno                                  1
Wetterfest                                 1
Margot, Inc.                               1
Givenchy Gentleman                         1
Tradate                                    1
Edward L. Tripler                          1
House of Tappé, Inc.                       1
John Golden                                1
Josef Hoffmann                             1
Susanna Lewis                              1
Pattullo-Jo Copeland, Inc.                 1
Mrs. Dunstan                               1
Ghioldi                                    1
Givenchy Boutique                          1
Bellows Brut                               1
Frank Brothers                             1
Coopchik Forrest                           1
Deborah Hill                               1
Disney                                     1
Romeo Gigli                                1
S. Fox & Company, Ltd.                     1
C.W. Sherwood                              1
Heidi Weisel                               1
Simcox                                     1
Mr. David Evins                            1
Tredaire                                   1
Susan Cianciolo                            1
Jimmy Choo                                 1
C. Nannelli                                1
Robert Longo                               1
Jerry Edouard                              1
Jay's of London                            1
Larrissa                                   1
Vera for F.R.                              1
E. Pattison                                1
Angelo Tarlazzi                            1
House of Givenchy                          1
Clarks of England                          1
Gaultier Paris                             1
W.S.D. & Company                           1
Todd Oldham                                1
Matsuda                                    1
Tom Binns                                  1
George A. Henckel & Company                1
Layne Neilson                              1
Kenneth Jay Lane                           1
Gaston of Murray Hamburger                 1
Hanan & Son                                1
Roger Fare                                 1
Madame Tierce                              1
Shannon, Miller & Crane                    1
Nancy Haggerty Shoes, Inc.                 1
Bogner of America                          1
John Stephen                               1
C. Pecker & Sons                           1
The English Shop                           1
Jasper Conran                              1
José Cotel                                 1
Roberta di Camerino                        1
Durer                                      1
Roselle Davis                              1
Boutique Valentino                         1
Teal Traina                                1
M. Eyans, Inc.                             1
Demna Gvasalia                             1
Mackey-Starr, Inc.                         1
Jo Copeland                                1
Uniroyal                                   1
Jean-Philippe Worth                        1
J. Press, Inc.                             1
Dorothea Knitting Mills, Limited           1
Marc Jacobs                                1
Sun-Sun                                    1
Stonecutter  Mills                         1
Jack Lenor Larsen                          1
DuMont                                     1
Damon Creations                            1
House of Ricci                             1
James Lock & Co. Ltd                       1
Drécoll                                    1
La Réve                                    1
Woolrich Woolen Mills                      1
Jean-Charles Worth                         1
Playboy                                    1
Undercover                                 1
Johnston & Murphy                          1
India Woollen Mills                        1
Moss Shamask, Ltd.                         1
Anne Marie of France                       1
Byblos                                     1
Morrison & Shribbs                         1
Mme. Jacques Worth                         1
Kleibacker                                 1
Bill Cunningham                            1
Dries Van Noten                            1
Juilliard                                  1
Legros de Rumigny                          1
Rooster                                    1
Put-On                                     1
Thomas Worth                               1
Jeffers French Shoes                       1
C. Middleton                               1
Vera Wang                                  1
Tuna & Moosbrugger                         1
Tony Duquette                              1
Townley Frocks                             1
P.D.                                       1
Rhind Importer                             1
Joseph Whitehead                           1
Rossella Jardini                           1
Schumm & Snyder Hat Shop                   1
Mark Atkinson                              1
Mme. Martin Decalf                         1
Pierre Balmain                             1
Penelope Tree                              1
Ditz                                       1
Pollini                                    1
Simonetta et Fabiani                       1
Robert F. Clark                            1
Paul Bridgewater                           1
McCallum                                   1
Proenza Schouler                           1
Robinson Golluber                          1
Saul Brothers                              1
Keep New York                              1
Legroux Soeurs                             1
Michniewicz-Tuvée                          1
Evans                                      1
Gottex Industries                          1
J.B. Johnstone                             1
Mrs. Helen Cookman                         1
Universal Studios Inc.                     1
Yves Saint Laurent                         1
Cindy Nemser                               1
Busbines                                   1
Carroll & Company                          1
Baar and Beards, Inc.                      1
Daniel Storto                              1
Faucon                                     1
Chloé                                      1
Fox                                        1
Eduardo Costa                              1
Mackey Starr, Inc.                         1
Pierre Gerber                              1
Pierre Corrard                             1
Christian Francis Roth                     1
Hurd Shoe Co.                              1
Maerten de Vos                             1
Ameritex                                   1
Fisk, Clark & Flagg                        1
Walker Importer                            1
Dr. Martens                                1
Ellsworth Kelly                            1
G. Howard Hodge                            1
Holbrook and Walker                        1
Mario Valentino                            1
Jeanne Campbell                            1
                                          ..
A. Monco                                   1
R. W. Forsyth, Ltd.                        1
Adair                                      1
Claude Saint-Cyr                           1
threeASFOUR                                1
Granny Takes a Trip                        1
White, Howard & Company                    1
Timothy Everest                            1
Eisenberg                                  1
Hill & Novis                               1
Surf-Eze                                   1
Vivienne Tam                               1
Alice Morgan Carson                        1
Kayser                                     1
Kilgour                                    1
Brokaw Brothers                            1
Crown Textile Company, Incorporated        1
Rene Taillard                              1
Patrick Cox                                1
Madame McCabe                              1
The Whiteman Company                       1
Arnold Scaasi                              1
Carlos Falchi                              1
Deanna Littel                              1
Carlo Palazzi, Inc.                        1
A.E. Little & Co.                          1
Justin-Barton                              1
Tina Leser                                 1
Mme. Jeanne Paquin                         1
A. Stein & Company                         1
Oakley                                     1
Volupté                                    1
Adler and Adler                            1
House of Jean-Louis Scherrer               1
C. G. Gunther's Sons                       1
Bodymap                                    1
Diego della Valle                          1
ABC Fabrics                                1
Rinaldi                                    1
Frederick's of Hollywood                   1
L. Langelier                               1
Betsey Bunky Nini                          1
House of Rouff                             1
Irwin Textile Mills                        1
Dorian-Macksoud Corporation                1
Baron Wolman                               1
Standard                                   1
Keni Valenti                               1
Junko Koshino                              1
Walter Van Beirendonck                     1
Jacques Kaplan                             1
Dainese                                    1
Mme. Blanchard                             1
Kohn, Adler & Company                      1
Elaine Post                                1
Duizend-Gans                               1
Mannino and Marandino                      1
Eagle Shirtmakers, Inc.                    1
Swatch                                     1
Gellert Sisters Millinery Importers        1
Montenapoleone                             1
Madame Paolini                             1
William J.                                 1
John David                                 1
Yohji Yamamoto                             1
Verdura                                    1
Feathermocs                                1
Jules Bashein                              1
Jeanne Hallée                              1
Zandra Rhodes                              1
Richard Tyler                              1
Carlson's                                  1
Town and Country                           1
Rae Spencer-Cullen                         1
Mariano Fortuny                            1
Deirdre Hawken                             1
Laura Aponte                               1
Celia Birtwell                             1
Rudi Gernreich                             1
Simon Costin                               1
Chs. des Jardins & Cie Ltd.                1
Donald Brooks                              1
Capital                                    1
Pauline Trigère                            1
Josie Natori                               1
C. Goldstein                               1
Jax                                        1
Walter Albini                              1
Margaret Jerrold                           1
Hubert de Givenchy                         1
Bunting                                    1
Bon Marché                                 1
Pleaser                                    1
Worth & Worth, Ltd.                        1
Pam Hogg                                   1
Ray Aghayan                                1
Maud et Nano                               1
Louise Neut                                1
Michael Mott                               1
Boeing Pelliccerie                         1
Melnotte                                   1
Sylvia Nechis                              1
Worth and Bobergh                          1
Arthur M. Rosenberg Co.                    1
The Brandon Shop                           1
Little & Co.                               1
Mr. Field, Inc.                            1
Stephen Dweck                              1
Betaille                                   1
Yale                                       1
Andrea Pfister                             1
Badgley Mischka                            1
Oliver Gintel                              1
Kirkbury                                   1
Marguery Bolhagen                          1
Russell & Bromley                          1
Willie Cole                                1
Evelyn Schless, Inc.                       1
Diplomat                                   1
John Anthony                               1
Iris Lingerie Co., Inc.                    1
Newton                                     1
Arche                                      1
Wearkstatt                                 1
Erik                                       1
E. I. du Pont de Nemours & Company         1
David Weeks                                1
G. Desprez                                 1
Rupert Lycett Green                        1
J. Staton                                  1
The Slipper                                1
Lown Shoes, Inc.                           1
Arthur Silver                              1
Chas. Arms                                 1
Ines Svensson                              1
Paco Rabanne                               1
H. Moreau et Cie                           1
Kansai Yamamoto                            1
Tetreau                                    1
John Cavanagh                              1
Gösta                                      1
Léon Bakst                                 1
Renee Montague                             1
Lloyd                                      1
Warren's                                   1
G.L. & Company                             1
Prince Tirtoff, New York                   1
Luis A. Palacio                            1
Jane L. Kosminsky                          1
Carmelo Pomodoro                           1
E. Motsch                                  1
Emanuel                                    1
Nautica                                    1
Chanel Boutique                            1
Gustave Beer                               1
Setroy, Inc.                               1
Dormeuil                                   1
Glenmore                                   1
Amelia Beard Hollenback                    1
Issey Miyake                               1
Schostal                                   1
Miss Sally Milgrim                         1
Thierry Mugler                             1
H. O. Hanlon                               1
Maira Kalman                               1
Campus                                     1
Maurice                                    1
Juul of New York City                      1
Jamie Reid                                 1
McAvoy                                     1
H & C Company                              1
Alejandro Velasco                          1
Sir Edward Rayne                           1
Rodeck Brothers                            1
The Brothers Christie Fur Corp.            1
Enos, Ltd.                                 1
Wechsler, Abraham & Company                1
Jeff Koons                                 1
Fratelli Rosetti                           1
Lilly Pulitzer                             1
Mary Adrienne Steckling                    1
George Peter Stavropoulos                  1
Custon Hats                                1
Tzaims Luksus                              1
Kleinert's                                 1
Viktor Horsting, Dutch, born 1969          1
Malcolm McLaren                            1
Viola Weinberger                           1
Robert Clergerie                           1
Montes de Oca                              1
Mishawaka Rubber & Woolen Mfg. Co.         1
Kalso Earth (R) Shoe                       1
Canfora                                    1
Herman Patrick Tappé                       1
Emile Pingat                               1
I.M. Bagedonow                             1
McKeon & Smith                             1
Forstmann                                  1
Boston Chemical Printing Company           1
Sapphire Hosiery Corporation               1
Artisanal                                  1
Edward Molyneux                            1
Jungle Jap                                 1
Hattat Frères                              1
Yvonne May                                 1
Calvin Klein, Inc.                         1
Miss Dior                                  1
Patricia Underwood                         1
Mary Poppins                               1
Manuel Pertegaz                            1
Domenico Dolce                             1
Mr. Omar Kiam                              1
Daniela Shoes                              1
H. O'Neill & Co.                           1
Martinique Shoes                           1
Belle o' the Ball Hoop                     1
Diane Love                                 1
Cai Guo-Qiang                              1
Bruyère                                    1
Cavanagh                                   1
Marimekko                                  1
Olangan                                    1
Ohrbach's                                  1
C. Moykopf                                 1
Mila Schön                                 1
Stella McCartney                           1
Hemco                                      1
Fred Gwinn                                 1
Mrs. Joan Lang                             1
Yasumasa Morimura                          1
Daniel Hechter                             1
Marcel Boucher                             1
Buffalo Boots                              1
Paperdelic                                 1
Sarno & Son                                1
Elizabeth Hawes                            1
J. B. Flaherty Co., Inc.                   1
Schiatti & C.                              1
Donaldson Brothers                         1
John Kloss                                 1
John Marino, Inc.                          1
Bill Smith                                 1
L. Lipstadt                                1
Carlo de Gaspari Zezza                     1
Janine Lacroix                             1
Adele Simpson                              1
Phil's Men's Shop                          1
Au Louvre                                  1
Chambert, Paris                            1
Marvella                                   1
Edward L. Mayer                            1
Elio Fiorucci                              1
Hazel Burnham Slaughter                    1
Willie Landels                             1
Jil Sander                                 1
Snedden                                    1
Bernard Figueroa                           1
Mugler                                     1
Maria Gallenga                             1
Aurore                                     1
Dubois                                     1
Mme. Olympe                                1
Andre Oliver                               1
Nancy Haggerty                             1
Cardinal                                   1
Trouville                                  1
Margaine La Croix                          1
Rose Valois                                1
Hobbs                                      1
Joseph Salon Shoes                         1
A. Fanet                                   1
Maria Chiara Galotti                       1
Bonpoint                                   1
Unknown                                    1
Alwynn                                     1
Tower Belt                                 1
Helen Rose                                 1
Rybal                                      1
Fred Braun                                 1
Albertina-Roma                             1
Mori                                       1
Barry Kieselstein-Cord                     1
Vandervell                                 1
John H. North Company                      1
Neiman Marcus                              1
Berkley Cravats Inc.                       1
V. Valentino                               1
Kast's                                     1
Thomson, Langdon & Co.                     1
Cat Chow                                   1
Dr. Warner's                               1
Thurmand Hedgepeth III                     1
Stephen Bruce                              1
Berthe                                     1
E. J. Korvette                             1
Andrew Fezza                               1
Jacob Pivovar                              1
Elias Daggs                                1
Elvette                                    1
Ann Lowe                                   1
Mad Hatters                                1
Alphonsine et Cie                          1
Mrs. M. Courtney                           1
Johnny Carson                              1
Gimbel Brothers                            1
Digits Inc.                                1
Castineau                                  1
G. Wildes Smith of Boston                  1
Patricia von Musulin                       1
Kensington Hats, Inc.                      1
Mr. David Kidd                             1
Emanuel Ungaro                             1
Istante                                    1
Robert Douglas Ltd.                        1
Jane Prendiville                           1
Madame Hernstadt                           1
Mitsuhiro Matsuda                          1
S. Gluck                                   1
Helmet Brand                               1
Robert Delamotte                           1
Scott Crolla                               1
Madame Geo                                 1
Louiseboulanger                            1
Evans & Wong                               1
Kathryn Simon, American                    1
Gayla Rosenfeld                            1
Rosenfeld                                  1
John Bartlett                              1
McMullen Company                           1
Matteawan Manufacturing Company            1
Irving Penn                                1
Dorothy Cox                                1
Azzedine Alaïa                             1
Tokio Kumagaï                              1
H.R. Mallinson & Co.                       1
Monquignon                                 1
Naman Rainwear                             1
Lemington                                  1
Margie-Pauline Millinery                   1
Chandler's                                 1
Patrick Kelly                              1
House of Desrues                           1
PBM                                        1
Vendôme & Coro                             1
Arthur Falkenstein                         1
Kazuko                                     1
Boucher                                    1
Mollie Parnis                              1
Peter Lekeux                               1
Nash                                       1
Holly Harp                                 1
Muriel Kallis Newman                       1
Dix                                        1
Aliata                                     1
Stila                                      1
F.B.R.                                     1
Dressmaker Casuals Inc.                    1
Lola Faturoti                              1
Heinz Riva                                 1
Rose Descat                                1
Costa                                      1
Henry Moore                                1
Thomas Ridout                              1
Hijos de J. Mayans                         1
Mlle. Liberté                              1
Ruben Torres                               1
Bernhard Altmann                           1
Dunhill Tailors                            1
Sylvia Whyte                               1
Leila Larmon                               1
Ego of London                              1
Ruth Reeves                                1
Coach                                      1
Bienen-Davis                               1
Carey Adina                                1
Juan Serra                                 1
Alan                                       1
Male                                       1
Weiss                                      1
Hermance                                   1
Santini e Dominici                         1
Kontoff                                    1
Liza Bruce                                 1
Maison Martin Margiela                     1
Gerald Murphy                              1
E.D. Burt & Co. Fine Shoes                 1
De Lier Importer                           1
Taj of India                               1
Serrana                                    1
Jeanne Dimelow                             1
Chaussures de Luxe                         1
Tom Ford                                   1
J. Whitney                                 1
Van Arden, Inc.                            1
Christopher Kane                           1
Ethel L. Wilson Hughes                     1
B. Penaud                                  1
John Moore                                 1
Marni                                      1
Arthur Constable                           1
Andriano Fosi                              1
Laure-Hélène                               1
Henry Lehr                                 1
Mary Ping                                  1
Yeohlee Teng                               1
Sperry                                     1
Calvin Curtis                              1
Balch, Price & Company                     1
G. H. Bass & Co.                           1
Seditionaries                              1
Peter Thomson                              1
Richelieu                                  1
La Manual Alpargatera                      1
Dickerts                                   1
Norma Kamali                               1
The White House                            1
Coglitore'f                                1
Agnès b.                                   1
Miguel Adrover                             1
Even                                       1
Irene Dana                                 1
Edmée                                      1
Pierpaolo Piccioli                         1
Wilma                                      1
Gerald Lang                                1
Yoko Ono                                   1
Koos van den Akker                         1
E. Larue                                   1
Paragon                                    1
Bes-Ben                                    1
Ermenegildo Zegna                          1
Byron Lars                                 1
Martin Margiela                            1
Marie-Blanche di Pietro                    1
Irene                                      1
Burnham & Phillips                         1
Renoma                                     1
Scott Paper, Ltd.                          1
House of Rochas                            1
tao Comme des Garçons                      1
Mrs. Esther A. Klepper                     1
Leather's Best                             1
Claude Montana                             1
Perry Ellis Sportswear Inc.                1
Farquharson & Wheelock, N.Y.               1
Reverdot                                   1
Oscar Sauerwald                            1
Domi                                       1
T.E. Moseley & Co.                         1
Ware's                                     1
Esther Dorothy                             1
Richard Torry                              1
Sandler of Boston                          1
Georg Jensen                               1
Follmer, Clogg & Company                   1
Formfit Rogers                             1
Yves Saint Laurent Rive Gauche             1
Mimi di Niscemi                            1
Madame Alphonsine                          1
El Greco                                   1
Tailleur Filles & Cie                      1
Frank Stella                               1
Osvaldo Testa                              1
Willie Woo                                 1
David Emanuel                              1
Eduard Josef Wimmer-Wisgrill               1
A. Denova                                  1
William K. Tripler                         1
Madeleine Panizon                          1
Bill Gibb                                  1
Mme. Carlier                               1
Jonathan Saunders                          1
Emma Gibbs-Battie                          1
Aileen Rice                                1
Maria Grazia Chiuri                        1
Walter Florell                             1
Eldridge Manning                           1
Tom Brigance                               1
Jomaz                                      1
Huk-A-Poo                                  1
Alice M. Dunstan                           1
Martin                                     1
Excelsior                                  1
A. Antinori                                1
Rick Owens                                 1
New York Creation                          1
Bette and Lee                              1
L. Anderson                                1
Yoshiki Hishinuma                          1
Vincenzina                                 1
Richard James                              1
Martin Belasco                             1
Marshall Importers                         1
Wolverine World Wide                       1
Jean Dunand                                1
Rugby                                      1
Gage Brothers & Company                    1
Anne Fogarty                               1
Rosina Ferragamo Schiavone                 1
Vera Neumann                               1
Augusto, Ltd.                              1
Neuber                                     1
Denise Sarrault                            1
Chicago Corset Company                     1
Jun Takahashi                              1
Birdsey Somers Company                     1
George Bradford Tripler                    1
Federico Forquet                           1
Ottavio Missoni                            1
Nino Cerruti                               1
Charlotte Duclos                           1
Ciffonelli                                 1
Robert Venturi                             1
Clary                                      1
J. Jacquin & Company                       1
Nino Gabriele                              1
Naoki Takizawa                             1
m.r.s.                                     1
Flagg Brothers                             1
Anna Sui                                   1
Burkhardt Bros. Company                    1
Leslie Morris                              1
A. Dusautoy                                1
Wright & Ditson                            1
John Wuest                                 1
John Fluevog                               1
Hickey Freeman                             1
Dr. P. Kahler & Sons                       1
Miss M. Gans                               1
Leslie C. White                            1
Emma A. Maloof                             1
John Hardy                                 1
Alber Elbaz                                1
Abigail Aldridge                           1
House of Vionnet                           1
E. A. Morrison, Importer                   1
Raoul Lafontan                             1
Dupuis-Jacobs                              1
Irfé                                       1
Giorgio Avolio                             1
Jean Patou                                 1
Fred Picard                                1
Harry Rosenfeld                            1
Hertz-Ross                                 1
Richard Tam                                1
Robert Lee Morris                          1
Sal Cesarani                               1
L. Gérard                                  1
Week End                                   1
M. J. Knoud Saddlery Inc.                  1
Pankin International LTD                   1
Rielag & Wuest                             1
J. Walter Gallagher                        1
Duvelleroy                                 1
Scott Barrie                               1
Herbert Luey                               1
B. & K.                                    1
Irina Pabst                                1
Ren-Eta Gowns, Inc.                        1
Raymond Duncan                             1
Oleg Cassini                               1
M.E. Curran & M.E. Clancy                  1
Alex                                       1
Princeton Process, Inc.                    1
Day & Horton                               1
Harborow's Outfitters                      1
Ronald Kolodzie                            1
Betsey Johnson                             1
Morosila                                   1
Charles James                              1
Gianmarco Lorenzi                          1
David Stevens                              1
Craig Green                                1
Galey and Lord, Inc.                       1
W. Volker                                  1
Polo Ralph Lauren                          1
Henri Begelin                              1
Countess Fabbricotti                       1
John P. John                               1
Samo                                       1
Sultana                                    1
Fownds                                     1
Dran Hamilton                              1
Margaret Jerrold, Inc.                     1
Louise Balarun                             1
Madame Pauline                             1
James Mitchell                             1
Tracy Mills                                1
Whitaker & Company                         1
Wolford                                    1
Certex                                     1
Mademoiselle Willets                       1
Hing Sheng Boot and Shoe Maker             1
A. N. Cook & Company                       1
Michael Kaye                               1
Nina-Fay Foundations, Inc.                 1
Michael Kane                               1
Stephen Sprouse                            1
Elizabeth Rhind                            1
Schwartz & Benjamin, Inc.                  1
Theis Importers                            1
Worcester Corset Company                   1
Georgette of Paris                         1
Newton Elkin Shoe Co.                      1
Hettabretz                                 1
Billy Weiss                                1
Natacha Rambova                            1
Alice Herbin & Company                     1
Jacques Le Corre                           1
Paul Blavier                               1
Poirier                                    1
Eugenio Carmi                              1
Spot-Bilt                                  1
Clements Ribeiro                           1
Camille Roger                              1
Tadanori Yokoo                             1
Georges Lepape                             1
Peggy Ann                                  1
Brass Boot                                 1
Julien Mayer                               1
Alois Pichler                              1
Royal Worcester Corset Company             1
French Bootery                             1
Eugenia of Florence                        1
Marjori Seril                              1
Viola Sylbert                              1
Fox Shoe Manufacturing Corp.               1
Jacques Laurent                            1
Jean Hamilton                              1
Mary McFadden                              1
Eugene André                               1
Augusta Reimer                             1
Kork-ease, Inc.                            1
Mrs. Samuel Shimn                          1
Bruno Magli SP.A.                          1
Roberta Bernays                            1
Salinger                                   1
Outlook                                    1
Gabrielle Chanel                           1
Charles Frederick Worth                    1
Grace Powell                               1
Rudolph Hoffman & Company                  1
Jeanne Baron                               1
Roberto Cavalli                            1
L.L. Bean                                  1
Madeleine Wallis                           1
Clare Potter                               1
Plaza Gown Parlors                         1
Michael Vollbracht                         1
Young Brothers                             1
Catherine Donovan                          1
Caltex Sportswear Company                  1
Force Fin (Bob Evans Designs)              1
Dorothy McNab                              1
Wild & Lethal Trash                        1
Irene Galitzine                            1
Paulette                                   1
George Halley                              1
Marian Clayden                             1
L. S. Plaut & Company                      1
Gianfranco Ferré                           1
Charvet et Fils                            1
Andrée Brossin de Mere                     1
Ferris Brothers Company                    1
F. Ducharne Silk Company                   1
Mrs. Pauline Potter                        1
Frye                                       1
Dorothy Liebes                             1
Madeleine Vramant                          1
Seven New York                             1
Fira Benenson                              1
Stetson                                    1
Jackie Rogers                              1
Claire Kennedy                             1
Birger Christensen                         1
Anthony Berrus                             1
Thomas F. Peirce & Son                     1
Versace Couture                            1
Emeric Partos                              1
Antonio del Castillo                       1
Mme. Poiret                                1
Townsend Grace Company                     1
Tammis Keefe                               1
Schoverling, Daly & Gales                  1
Beth Levine                                1
Sonia Rykiel                               1
Van der Straeten                           1
Bill Blass                                 1
Lenief                                     1
Staron                                     1
Ken Scott                                  1
First Impressions                          1
Joseph Yeska                               1
Stewart & Company                          1
Emilio Pucci                               1
Linton Tweeds                              1
Rayne                                      1
Healy                                      1
Arthur Burt                                1
R. Martegani                               1
University Seal                            1
Paola Bordaz                               1
Mme. Grapanche                             1
David Hockney                              1
Rice & Duval                               1
Vera                                       1
Kaffe Fassett                              1
John N. Genin                              1
Irande                                     1
Wrangler                                   1
Phoebe Philo                               1
A. F. Chantilly Inc., New York             1
Maiko Takeda                               1
Line Vautrin                               1
Christian Dior, Colifichets                1
Joseph Horne & Co.                         1
Don Loper                                  1
Pappagallo                                 1
Albert H. Kadlec                           1
Zecchi                                     1
Meridian                                   1
Atkinson's                                 1
Vogue Jewelry Novelty Company              1
Giraut-Sirie                               1
Abraham & Brauchbar                        1
Raf Simons                                 1
Jacques Heim                               1
Noritaka Tatehana                          1
Sullivan, Williams & Co., Ltd.             1
Footlight Parade Inc.                      1
Marguerite                                 1
Crotty & Richards                          1
Layne Nielson                              1
Fallan & Harvey                            1
Signor                                     1
Estelle Mérshon                            1
Philippe Venet                             1
A. B. Coady                                1
Emmett's                                   1
Shulton, Inc.                              1
Madame Marie Henri Ltd.                    1
Ansonia de Luxe                            1
Armando Pollini                            1
Initial                                    1
Budd                                       1
Madame Herzfelder                          1
J. B. Corset Company                       1
Printzess Square                           1
Herzman Scarfs                             1
Jenkins                                    1
Fortune Cravats                            1
Creston & Petit                            1
Memphis                                    1
E. Bayard                                  1
Springmaid                                 1
La Religieuse                              1
Madame Henry                               1
Vittorio Ricci                             1
F. X. Ledoux                               1
Schreter                                   1
Roger Peet                                 1
Albion                                     1
Coro                                       1
Banana Republic                            1
Furst and Mooney, Inc                      1
Marsh                                      1
Anouska Hempel                             1
Hollander                                  1
Angel Estrada                              1
Tautz & Company                            1
Lucienne Rabaté                            1
Elizabeth Hollborn                         1
Sarah Pursell                              1
Maharajas, Ltd.                            1
Stetson Shoe Company                       1
Anderson & Sheppard                        1
Corset Parisien                            1
Steven Scott Kokin                         1
Mrs. Herbert Sage Mesick                   1
Jacques Fath                               1
Warner's                                   1
Mme. Raymonde                              1
Sarff Zumpano Inc.                         1
Jacques Griffe                             1
Lazzerini                                  1
R. Townsend & Sons                         1
Grace King                                 1
John Patterson & Co.                       1
Julie Magner Company, Inc.                 1
Scarves by Vera, Inc.                      1
Mary Graham                                1
A. P. Rego                                 1
Augustine Martin                           1
David Levin                                1
Sally Victor                               1
Madame Warren's                            1
Anthony Muto                               1
Monika Tilley                              1
Consuelo Castiglioni                       1
Paul Portes, Paris                         1
Taroni                                     1
Cesare Guidi                               1
Tatiana                                    1
Merrimac Hat Corp.                         1
Racine                                     1
Seafarer Dungaree                          1
Claire McCardell                           1
Tissus Raimon                              1
Jean-Charles de Castelbajac                1
André Laug                                 1
Rébè                                       1
Crescendoe Gloves, Inc.                    1
Adolfo                                     1
Wasserman & Sons, Inc.                     1
M. C. Daly                                 1
Miss Muriel King                           1
East                                       1
Stuart Davis                               1
Morris Moskowitz                           1
Suydam                                     1
Wallach                                    1
C. Leviéle                                 1
Despa                                      1
Vacher                                     1
Mimi di N                                  1
Lichtenstein Millinery Company             1
René Mancini                               1
Fuller Fabrics                             1
El Vaquero                                 1
Dirk Bikkembergs                           1
Worcester Skirt Company                    1
Bertha Stern                               1
Andrew Logan                               1
Myrna Tatar                                1
Dasaje do Brasil                           1
Anna Tappé                                 1
Bien Jolie                                 1
Marion E. Dick                             1
Lajoinie                                   1
Roger Scemama                              1
Old Colony Rubber Company                  1
William Charles Brown                      1
Tina S. of the Sydneys                     1
Stephen Jones                              1
Annika Liljedahl                           1
Wilardy                                    1
H.C.F. Koch                                1
A. J. Lecoutre                             1
Terry Mayer                                1
Stella Saracino                            1
Gian Marco Venturi                         1
Rei Kawakubo                               1
R. H. Macy & Co.                           1
Rey Jouvents Freres                        1
Penn-Carol Hosiery Mills, Inc.             1
Jupiter                                    1
Shepard Company                            1
Barbara R. Bolan                           1
Phat Fashions, LLC                         1
Ungar                                      1
Julius Kayser & Company                    1
Yamato Transportation Co.                  1
United States Rubber Company               1
Reeves Brothers Inc.                       1
Minnetonka Moccasin                        1
Sarah Burton                               1
Ann Demeulemeester                         1
Lainey Keogh                               1
Joan "Tiger" Morse                         1
E.W. Emery                                 1
Imperial Knitting Co., Inc                 1
Fisher                                     1
Eliane Schenk                              1
Hiroko Koshino                             1
Facon                                      1
Let It Rock                                1
The Fabric Workshop                        1
Panasonic                                  1
Famolare                                   1
Hutzler's                                  1
Masket Brothers Sportswear                 1
Babani                                     1
Wrigglesworth                              1
Animal Crackers                            1
Micol Fontana                              1
Florence Schulman                          1
Helene Arpels                              1
Vincent et Cie                             1
Mitra Couture                              1
Mr. Philip Hulitar                         1
A. M. Gourd & Cie                          1
Armorside                                  1
Glentex                                    1
Braten                                     1
Arthur McGee                               1
James Rosenquist                           1
Vetements                                  1
Vesna Bricelj                              1
T. Miller & Sons, New York                 1
Peter Max                                  1
Excelsior Button & Boot                    1
Gant Venice                                1
Marcelle Julien                            1
Donna Karan New York                       1
Mme. Langer                                1
Agostino La Cavera                         1
Paul Poiret                                1
Lederer                                    1
Nicolao Atelier                            1
Gladys & Belle                             1
Goodall Worsted Company                    1
Del Arte                                   1
Mark Mooring                               1
Francesco Maria Bandini                    1
Caraceni                                   1
A. Ahrweiler                               1
Vicky Tiel                                 1
Pepperell Manufacturing Company            1
A. Alexander                               1
Madeleine Vionnet                          1
Mr. Fred                                   1
J.-F. Heim Galerie                         1
Morel, Poeckès & Paumlin                   1
Eddris                                     1
Rainbow                                    1
DePauw                                     1
Thurston                                   1
Kenzo Takada                               1
Korvettes                                  1
Moyen                                      1
Mabel Julianelli                           1
Miuccia Prada                              1
Thea Porter                                1
Maggy Rouff                                1
Roger Worth                                1
Ciro Paone                                 1
Mijji                                      1
Thom Browne                                1
Lady Grace                                 1
Mor Weisz                                  1
Olivier Theyskens                          1
Adam                                       1
Renard                                     1
Martin F. Price                            1
Larry Le Gaspi                             1
Louis Vuitton Co.                          1
West's                                     1
Ralph Rucci                                1
Hope Skillman                              1
Reis                                       1
Christiana Hummer                          1
Scholl, Inc.                               1
Jólan van der Wiel                         1
Griffe of Paris                            1
Victor Joris                               1
Gripoix                                    1
Westwood Knitting Mills                    1
Samuel Winston                             1
Bamberger's                                1
E. Russell Bush                            1
Claude Lalanne                             1
Belle Jardinière, Paris                    1
Ball's                                     1
A. Giesen Importers                        1
B. Piattelli                               1
Sigmund Eisner Co.                         1
Lilly Daché                                1
Martin Ebster                              1
Stefano Gabbana                            1
Dominique Swildens                         1
Mario                                      1
SEX                                        1
Ronaldus Shamask                           1
Barbara Barondess MacLean                  1
Christopher Bailey                         1
Carolyn Schnurer                           1
La Ray Footwear                            1
Bonnie August                              1
Mme. Esther Massieu                        1
Belinda                                    1
Edward Gellman                             1
Beaurepoire                                1
Casadei                                    1
Flamand                                    1
Gérard Pipart                              1
Junichi Arai                               1
Peter Yapp                                 1
Josephine Egan                             1
Roswell Hovey                              1
Kirk's Folly                               1
Germaine Vittu                             1
Tissot                                     1
Anna Maria Garthwaite                      1
Originala                                  1
Juana de Garzon                            1
Parachute                                  1
Richard Anderson                           1
Harry                                      1
Carl Gustav Klingstedt                     1
Pacific Mills                              1
Name: entity, Length: 2166, dtype: int64
# All unique Designers from Costume Institute
costume_creators_df[costume_creators_df['type'].
                         str.contains("Designer")]['entity'].value_counts()
Giorgio di Sant'Angelo                    560
Charles James                             524
Cristobal Balenciaga                      453
Yves Saint Laurent                        407
Madame Grès (Alix Barton)                 323
Elsa Schiaparelli                         318
Christian Dior                            281
Geoffrey Beene                            279
Bonnie Cashin                             240
Norman Norell                             232
Vivienne Westwood                         229
Mainbocher                                204
Roger Vivier                              192
James Galanos                             179
Gabrielle Chanel                          173
Halston                                   171
Hubert de Givenchy                        167
Malcolm McLaren                           162
Issey Miyake                              161
Claire McCardell                          159
Jean Paul Gaultier                        138
Sally Victor                              137
Karl Lagerfeld                            134
Jeanne Lanvin                             134
Pierre Cardin                             133
Marc Bohan                                128
Madeleine Vionnet                         122
Rudi Gernreich                            114
Rei Kawakubo                              113
Gilbert Adrian                            111
Valentina                                 107
Paul Poiret                               100
Elizabeth Hawes                            93
Gianni Versace                             82
Calvin Klein                               77
Steven Arpad                               74
Oscar de la Renta                          73
Romeo Gigli                                72
Bill Blass                                 72
André Courrèges                            71
Carolyn Schnurer                           71
Valentino                                  70
Perry Ellis                                70
Serendipity 3                              70
Emilio Pucci                               67
Tess Sholom                                65
Charles Frederick Worth                    65
Mariano Fortuny                            62
Susan Bennis/Warren Edwards                61
Pierre Balmain                             61
Martin Margiela                            60
Jean-Philippe Worth                        60
John Galliano                              58
Vera Maxwell                               58
Pauline Trigère                            57
Todd Oldham                                57
Yohji Yamamoto                             56
Emanuel Ungaro                             53
Giorgio Armani                             53
Mr. David Evins                            53
Thierry Mugler                             53
Beth Levine                                53
Judith Leiber                              52
Pierre Yantorny                            52
Norma Kamali                               49
Brooks Brothers                            49
Jacques Fath                               49
Edward Molyneux                            47
Helmut Lang                                46
Nicolas Ghesquière                         46
Adolfo                                     46
Zandra Rhodes                              45
Madame Marie Gerber                        45
Arnold Scaasi                              44
Manolo Blahnik                             42
Lilly Daché                                41
Azzedine Alaïa                             41
Jacques Doucet                             40
Thea Porter                                40
Christian Lacroix                          40
Sarah Lipska                               39
Jean Dessès                                38
John Frederics                             38
Mme. Eta Hentz                             36
Jessie Franklin Turner                     36
Ralph Lauren                               36
Stephen Burrows                            36
Hermès                                     35
Anne Klein                                 35
Mary McFadden                              35
Jean Patou                                 35
Mme. Jeanne Paquin                         34
Salvatore Ferragamo                        33
Alexander McQueen                          33
Yeohlee Teng                               31
Maria Gallenga                             30
Lucile                                     30
Patricia von Musulin                       29
Donna Karan                                27
Nettie Rosenstein                          27
René Mancini                               26
Miuccia Prada                              26
Emile Pingat                               26
Tom Ford                                   25
Kenneth Jay Lane                           24
Madame Suzy                                24
Hanae Mori                                 24
Claude Montana                             24
Anne Fogarty                               24
Christian Francis Roth                     23
Jean Muir                                  23
Vera Neumann                               23
André Perugia                              22
Marc Jacobs                                22
Donald Brooks                              22
Franco Moschino                            22
Paul Smith                                 22
Antonio del Castillo                       20
John P. John                               20
Trifari                                    20
Sophie Gimbel                              20
Emme, Inc.                                 20
Stephen Sprouse                            20
Callot Soeurs                              19
Jeanne Hallée                              19
Christophe                                 19
William J.                                 18
Stephen Jones                              18
Patrick Kelly                              18
Mr. John, Inc.                             18
Hattie Carnegie                            18
Paulette                                   17
Jacques Griffe                             17
Betsey Johnson                             17
Mrs. Sylvia Pedlar                         17
Andrew Logan                               17
Mrs. Esther A. Klepper                     16
Babani                                     16
Ralph Rucci                                16
J. & J. Slater                             16
Rose Valois                                16
Mila Schön                                 16
Stephen Bruce                              15
Isaac Mizrahi                              15
Lucien Lelong                              15
Leila Larmon                               15
Charles Jourdan                            14
Lucienne Rabaté                            14
Brooke Cadwallader                         14
Gianfranco Ferré                           14
Robert Piguet                              13
Carolina Herrera                           13
Caroline Reboux                            13
Dominick LaValle                           13
A. Sulka & Company                         13
Kenzo Takada                               13
Tom Brigance                               13
Miriam Haskell                             12
Sonia Rykiel                               12
Dries Van Noten                            12
Miss Sally Milgrim                         12
Gabriele Knecht                            12
Revillon Frères                            12
Maud Frizon                                12
Maggy Rouff                                11
Tina Leser                                 11
Roberto Cavalli                            11
Shaun Leane                                11
Muriel Kallis Newman                       11
Dal Co'                                    11
Dolce & Gabbana                            11
Abercrombie and Fitch Co.                  11
Emma Gibbs-Battie                          11
Montes de Oca                              11
Jean-Charles Worth                         11
Barry Kieselstein-Cord                     11
Ronaldus Shamask                           11
Philip Treacy                              11
Koos van den Akker                         11
George Peter Stavropoulos                  11
Harry Rosenfeld                            10
Christian Louboutin                        10
Paco Rabanne                               10
Junya Watanabe                             10
Whiting and Davis Company, Inc.            10
Orser & Terrizzi                           10
Demna Gvasalia                             10
John Kloss                                 10
Ronald Kolodzie                            10
H. Harris                                  10
House of Balenciaga                        10
Bruno Magli SP.A.                          10
Ann Lowe                                   10
Boué Soeurs                                10
B. Piattelli                               10
Mr. Omar Kiam                              10
B. Altman & Co.                            10
Ann Demeulemeester                         10
Fiamma Ferragamo                           10
Elsa Peretti                                9
Raf Simons                                  9
Saks Fifth Avenue                           9
Mrs. Joan Lang                              9
Jacques Heim                                9
Nellie Harrington                           9
Andrea Pfister                              9
I. Miller                                   9
Lamine Kouyaté                              9
Hellstern and Sons                          9
Marguery Bolhagen                           9
Jean-Charles de Castelbajac                 9
Ossie Clark                                 9
Sarmi                                       9
Emilia and Elvira Frezzini                  9
Tiffany & Co.                               9
James Lock & Co. Ltd                        9
Liberty & Co.                               9
Suzanne Talbot                              9
Huk-A-Poo                                   9
Jules François Crahay                       9
Robert Dudley                               8
Mrs. Helen Cookman                          8
Workers For Freedom                         8
Albanese                                    8
Mark Atkinson                               8
Walter Florell                              8
Mabel Julianelli                            8
Delman                                      8
Calvin Curtis                               8
Joseph Love, Inc.                           8
Jo Copeland                                 8
Bruyère                                     8
Vendôme & Coro                              8
Michael Vollbracht                          8
Alberto Fabiani                             8
Arthur Falkenstein                          8
Jacques Tiffeau                             8
David Weeks                                 8
Cavanagh                                    8
Kayser-Roth Glove Co., Inc                  8
Cadolle                                     7
Walter Steiger                              7
Massaro                                     7
Ceil Chapman                                7
Mary Quant                                  7
Bernard Figueroa                            7
Peal & Co., Ltd.                            7
Formfit Rogers                              7
Fiorucci                                    7
Miss Muriel King                            7
Lilly Pulitzer                              7
Elaine Post                                 7
Sybilla                                     7
Terry Mayer                                 7
Guy Laroche                                 7
Hussein Chalayan                            7
John Patterson & Co.                        7
Chéruit                                     7
Mark Mooring                                7
Sybil Connolly                              7
Rifat Ozbek                                 7
Larry Le Gaspi                              7
Stephen Dweck                               7
Scott Barrie                                7
Philippe Model                              7
Peter Thomson                               6
Carmelo Pomodoro                            6
Turnbull & Asser                            6
Fira Benenson                               6
Yves Saint Laurent, Paris                   6
Frattegiani                                 6
Simonetta                                   6
Celine                                      6
Dobbs                                       6
Helene Arpels                               6
Thom Browne                                 6
Albion                                      6
Nancy Haggerty                              6
Stovel & Mason                              6
Iris Van Herpen                             6
Ciner                                       6
Weeks                                       6
Denise Sarrault                             6
Barbara Hulanicki                           6
Kansai Yamamoto                             6
Lord & Taylor                               6
Roger Worth                                 6
Gustave Beer                                6
Bill Cunningham                             6
Philippe Venet                              6
Vivienne Tam                                6
Hook, Knowles & Co.                         6
Raoul Dufy                                  5
Dupuy                                       5
Paul Blavier                                5
As Four                                     5
Rosina Schiavone Ferragamo                  5
George Halley                               5
Thomas                                      5
Billy Weiss                                 5
Mollie Parnis                               5
House of Dior                               5
James Lindsay McCreery                      5
Madame Pauline                              5
Germaine Vittu                              5
Louiseboulanger                             5
Holly Harp                                  5
Tom Binns                                   5
Catherine Donovan                           5
Netch and Frater                            5
Parachute                                   5
Raymond Duncan                              5
Francesco Maria Bandini                     5
Wetzel                                      5
Kenzo                                       5
Madame Agnès                                5
Louise Nevelson                             5
Seymour Troy Originals                      5
Billy Boy                                   5
Cartier                                     5
Olivier Theyskens                           5
Mario Valentino                             5
Bonnie August                               5
Robert Lee Morris                           5
Stern Brothers                              5
Braagaard                                   5
F. Pinet, Paris                             5
Carlos Falchi                               5
Felix Chabluk Smith                         5
Barbara R. Bolan                            5
Mme. Germaine Monteil                       5
Bill Tice                                   5
Rosina Ferragamo Schiavone                  5
Herbert Luey                                5
Ethel L. Wilson Hughes                      5
Margaret Jerrold                            5
Anthony Muto                                5
Christopher Kane                            5
Claude Lalanne                              4
Jean Barthet                                4
F. R. Tripler & Co.                         4
Yoko Ono                                    4
Donatella Versace                           4
Roberta di Camerino                         4
A. G. Spalding & Bros.                      4
Marcel Rochas                               4
Esther Dorothy                              4
Depret                                      4
Nina Ricci                                  4
Richard Tyler                               4
Viola Sylbert                               4
Claude Sabbah                               4
Eugénie Safontas                            4
Bergdorf Goodman                            4
Levi-Strauss and Company                    4
Irene Galitzine                             4
François Villon                             4
Eduardo Costa                               4
Sarah Burton                                4
Gerald Murphy                               4
Ted Lapidus                                 4
Alexandrine                                 4
Jacques Kaplan                              4
Aux Mille and Une Nuits                     4
F. Scholte                                  4
Maximilian                                  4
André Laug                                  4
Angel Estrada                               4
Madame Geo                                  4
Gelot                                       4
Galeries Lafayette                          4
Vera Wang                                   4
Elias Daggs                                 4
Tatiana                                     4
Pierpaolo Piccioli                          4
Koret                                       4
Evelyn Schless                              4
Patrick Cox                                 4
Milch                                       4
Ken Scott                                   4
C. G. Gunther's Sons                        4
Melnotte                                    4
Carey Adina                                 4
Alfred J. Cammeyer                          4
Bob Mackie                                  4
Crocker                                     4
Maria Grazia Chiuri                         4
House of Chanel                             4
Betaille                                    3
Bally of Switzerland                        3
Derigú                                      3
Diane von Furstenberg                       3
C. Moykopf                                  3
Mazane                                      3
Miguel Adrover                              3
Comme des Garçons                           3
Osvaldo Testa                               3
Iida & Co./Takashimaya                      3
William de Lillo                            3
Fernando Sanchez                            3
Jenny                                       3
Shannon Rodgers                             3
Andrew Geller, Inc.                         3
Adele Simpson                               3
Hanes Hosiery, Inc.                         3
Bob, Inc., N.Y.                             3
Domenico Dolce                              3
Etcetera                                    3
Bill Smith                                  3
Bloomingdale Brothers Inc.                  3
John Moore                                  3
Wasservogel Corsetière                      3
Hawes & Curtis, Ltd.                        3
House of Drécoll                            3
Jantzen                                     3
House of Lanvin                             3
Carlo Palazzi, Inc.                         3
Bernard Weatherill                          3
Madame Alphonsine                           3
A. Gillet                                   3
Claude Saint-Cyr                            3
Isabel Canovas                              3
Gale Epstein                                3
Hardy Amies                                 3
Boris Kroll                                 3
Blades                                      3
Tommy Nutter                                3
Furst and Mooney, Inc                       3
Robert Riley                                3
Chester Weinberg                            3
Goossens                                    3
Calugi e Giannelli                          3
Julio                                       3
Florsheim                                   3
Jean Cacharel                               3
Michele Oka Doner                           3
Rick Owens                                  3
J. Ferry                                    3
Georges Kaplan                              3
Gundry & Sons                               3
Meier                                       3
Keith Haring                                3
Golo Footwear Corporation                   3
Vera                                        3
John Cavanagh                               3
Federico Forquet                            3
Edward Gellman                              3
Elizabeth Emanuel                           3
Ben Zuckerman                               3
Larry Weinstein                             3
Cadoro Jewels Corp.                         3
Ben Kahn Furs                               3
Thurn                                       3
Irene                                       3
Phelps                                      3
Nikolas C. Mills                            3
Albertina-Roma                              3
Stefano Gabbana                             3
John Weitz                                  3
Knox                                        3
Bronzini                                    3
Mrs. Dunstan                                3
Emeric Partos                               3
Palter DeLiso, Inc.                         3
Layne Neilson                               3
Mr. Luis Estévez                            3
Christopher Bailey                          3
Brioni                                      3
Emilio Schuberth                            3
Fontana                                     3
Bill Gibb                                   3
Francisco Costa                             3
Henriette Favre                             3
Costa                                       3
Jamie Reid                                  3
C. Nannelli                                 3
Jules Bashein                               3
Walter Worldwide                            3
Rossella Jardini                            3
H. O'Neill & Co.                            3
David Emanuel                               3
Missoni                                     3
Margaret Clark                              3
House of Premet                             3
Pam Hogg                                    3
Simon Costin                                3
Frank Mazane                                3
Celia Birtwell                              3
West's                                      3
Rae Spencer-Cullen                          3
Tzaims Luksus                               3
Forster & Son, Ltd.                         3
Rupert Lycett Green                         3
Natacha Rambova                             3
Rogers, Peet & Company                      3
Fabrice                                     3
Jack Rogers                                 3
Mr. Philip Hulitar                          3
Bertha Stern                                3
Tokio Kumagaï                               3
Norman Hartnell                             3
John Stephen                                3
Gilbert Orcel                               3
Mme. Uoll Gross                             3
Augustine Martin                            2
Léon Bakst                                  2
Mr. Fish                                    2
Juana de Garzon                             2
Henry Poole & Co.                           2
Joan "Tiger" Morse                          2
Peter Max                                   2
Dorothy McNab                               2
Faucon                                      2
Mor Weisz                                   2
Jean Louis                                  2
Maison Léoty                                2
Vera for F.R.                               2
E. Russell Bush                             2
Canfora                                     2
Papillon                                    2
Elio Fiorucci                               2
Salvador Dalí                               2
Damien Hirst                                2
Herman Patrick Tappé                        2
Kleinert's                                  2
House of Charles Jourdan                    2
Borsalino                                   2
The Chelsea Cobbler                         2
Miss Louise Barnes Gallagher                2
Robert Clergerie                            2
John Lobb                                   2
Josephus Thimister                          2
Victor Joris                                2
Van Heusen                                  2
Oleg Cassini                                2
Dominique Swildens                          2
Renee Montague                              2
Mariska Karasz                              2
Shoe Biz                                    2
Arthur Silver                               2
Georges Doeuillet                           2
Morris Moskowitz                            2
Byblos                                      2
Camille                                     2
Robert F. Clark                             2
Bonwit Teller & Co.                         2
Casadei                                     2
Vicky Tiel                                  2
Amerikilt                                   2
Busvines & Co. Paris                        2
Nancy Gonzalez                              2
Alice Pollock                               2
Howard W. Geiger                            2
Anderson & Sheppard                         2
G. Howard Hodge                             2
Marcelle Julien                             2
Anouska Hempel                              2
Laura Aponte                                2
Janine Lacroix                              2
Madame Paolini                              2
Travis Banton                               2
Imperial Knitting Co., Inc                  2
René-Jules Lalique                          2
Agostino La Cavera                          2
House of Paquin                             2
Stein & Blaine                              2
John Held Jr.                               2
Dirk Bikkembergs                            2
H. Jaeckal & Sons                           2
A. Alexander                                2
Kathleen, Inc.                              2
Marks Jacobs                                2
Prince Tirtoff, New York                    2
Layne Nielson                               2
Dominique France                            2
Marcelle Chaumont                           2
Scott Paper, Ltd.                           2
Mrs. Osborn Company                         2
Madeleine Panizon                           2
Susan Cianciolo                             2
Mon. Vignon                                 2
Maison Lewis                                2
I. Magnin & Co.                             2
Pola Stout                                  2
Christophe Decarnin                         2
Cole of California                          2
Richard Torry                               2
Richard Tam                                 2
Henry Moore                                 2
Farquharson & Wheelock, N.Y.                2
Kathryn Simon, American                     2
Ridabock & Company                          2
Mimi di Niscemi                             2
Luis A. Palacio                             2
John Fluevog                                2
David Shilling                              2
Bent & Bush                                 2
House of Schiaparelli                       2
Arche                                       2
Mark W. Cross                               2
Madame Virot                                2
Hiroko Koshino                              2
Berthe                                      2
Joan Vass                                   2
Mr. Yukio Kobayashi                         2
Fragiacomo                                  2
Chipp New York New Haven                    2
Janette Colombier                           2
Lederer                                     2
Ray Aghayan                                 2
Abigail Aldridge                            2
Alber Elbaz                                 2
Fred Braun                                  2
Mr. Pearl                                   2
Florence Eiseman                            2
Sidonie Larizzi                             2
Marie-France Cohen                          2
Frank Stella                                2
Mitsuhiro Matsuda                           2
Estelle Mérshon                             2
B. H. Wragge                                2
Tammis Keefe                                2
Mrs. Made Krastins                          2
Ruben Torres                                2
Bernhard Altmann                            2
F. X. Ledoux                                2
House of Worth                              2
Martial & Armand                            2
L.L. Bean                                   2
Redfern                                     2
Myrna Tatar                                 2
Clare Potter                                2
Stefano Pilati                              2
Noritaka Tatehana                           2
Ball Band                                   2
Stetson                                     2
Nautica                                     2
Dorothy Liebes                              2
Stuart Weitzman                             2
Marithé & François Girbaud                  2
Jacques Laurent                             2
Daniel Storto                               2
Hedi Slimane                                2
Nike                                        2
House of Patou                              2
Valentin Yudaskin                           2
Catalina Sportswear                         2
Mrs. Pauline Potter                         2
Mme. Pauline                                2
Frank Olive                                 2
Michael Mott                                2
Bes-Ben                                     2
Bernardo Sandals                            2
Gotham Gold Stripe                          2
Helen Rose                                  2
John Anthony                                2
Joe Famolare                                2
Christopher Ross                            2
Julius Garfinckel & Co.                     2
Camille Roger                               2
Weiss                                       2
Eisenberg                                   2
Mme. Mantel                                 2
Madame Havet                                2
Willi Smith                                 2
Peter Fox                                   2
Rodarte                                     2
Madeleine Vramant                           2
Catherine Walker                            2
Prada                                       2
Walter Van Beirendonck                      2
Madeleine Wallis                            2
Linda Fox                                   2
Force Fin (Bob Evans Designs)               2
Francis                                     2
James McCutcheon & Co.                      2
Daphne Hughes                               2
Silvia Fiorentina                           2
Martinique Shoes                            2
Patricia Underwood                          2
Andre Oliver                                2
Tommy Hilfiger Corporation                  2
Maiko Takeda                                2
Sapphire Hosiery Corporation                2
L. Perchellet                               2
H. Huntsman & Sons                          2
Jack Lenor Larsen                           2
Wilson Folmar                               2
Jun Takahashi                               2
Viola Weinberger                            2
Spot-Bilt                                   1
Tewi Lingerie, Inc                          1
Raymond Godfrey Twyeffort                   1
Harry Berkowitz                             1
Leslie C. White                             1
Kaffe Fassett                               1
Louise Balarun                              1
Rice & Duval                                1
Lookmaster's Guild                          1
Gérard Pipart                               1
Elizabeth Rhind                             1
Antonio Ratti                               1
Junichi Arai                                1
Pierre Gerber                               1
Ji Eon Kang                                 1
Kirk's Folly                                1
Charvet Chemisier                           1
David Hockney                               1
Mme. Grapanche                              1
Paola Bordaz                                1
Charles Klein                               1
Deborah Hill                                1
Ellen Ann Dobrovir                          1
Rodier                                      1
House of Lelong                             1
Darlington, Runk & Co.                      1
Suzanne Rémy                                1
Leonos D'Anz                                1
F.T. Slattery and Company                   1
Catherine Hubert                            1
Alberta Ferretti                            1
Zecchi                                      1
Henri Begelin                               1
La Carte                                    1
Playtex                                     1
Raudnitz and Co. - Huet and Chéruit         1
Don Loper                                   1
Joseph Horne & Co.                          1
Amicy-Boinard                               1
Mars of Asheville                           1
Line Vautrin                                1
John David                                  1
Joyce of California                         1
André Bellini                               1
Hettabretz                                  1
Dawnelle, Inc.                              1
Terhune                                     1
Cesare Paciotti                             1
Dieulafait & E. Bouclier                    1
Max Gustin                                  1
Mr. Roald Kaupang                           1
Mrs. L. D. [?] Sexton                       1
L. Lipstadt                                 1
L. Wilson                                   1
Mr. Bruno                                   1
Maurice Rentner                             1
Madame Herzfelder                           1
Alice Herbin & Company                      1
Barnes & Smits                              1
Mariuccia Mandelli                          1
Initial                                     1
Paul Kaufman                                1
Armando Pollini                             1
Aliata                                      1
Daniel Hechter                              1
Mondial Shoe                                1
Wesley Simpson, Inc.                        1
Saks & Company                              1
Martin F. Price                             1
A. J. Izod, Ltd.                            1
Jacques Le Corre                            1
Viv Knowland                                1
Lee                                         1
Samuel Winston, Inc.                        1
Hing Sheng Boot and Shoe Maker              1
Beged-Or                                    1
R. W. Forsyth, Ltd.                         1
Manquin                                     1
Hope Skillman                               1
Maniatis Bottier, Paris                     1
Del Arte                                    1
Tissot                                      1
Anna Maria Garthwaite                       1
Mlle. Louise                                1
Bellows Brut                                1
Arnold Lever                                1
Arthur Burt                                 1
Healy                                       1
Bottega Veneta                              1
Victor                                      1
Shannon, Miller & Crane                     1
Josef Hoffmann                              1
Richard Anderson                            1
Wolford                                     1
Timothy Glazier                             1
Norma Minkowitz                             1
Erté (Romain de Tirtoff)                    1
Meridian                                    1
Gertrude Davenport                          1
Henri a la Pensée                           1
Giraut-Sirie                                1
Gantner of California                       1
Janet Lipkin                                1
Franklin Simon & Co.                        1
Lafarge                                     1
Eugenio Carmi                               1
Julien Mayer                                1
Larrissa                                    1
Fisher                                      1
Leslie Morris                               1
Jerry Edouard                               1
Anna Sui                                    1
Right Now                                   1
Joseph                                      1
Don Marshall                                1
Emanuel Zoo                                 1
A. M. Gourd & Cie                           1
Jimmy Choo                                  1
J. M. Gidding & Company                     1
Jean Hamilton                               1
Wilardy                                     1
Goupy                                       1
James Rosenquist                            1
Alex                                        1
Tredaire                                    1
John Ashpool                                1
Robert Venturi                              1
A. Dusautoy                                 1
Rose Simon                                  1
Rolf Snoeren, Dutch, born 1969              1
Tadanori Yokoo                              1
Dennis Higgins                              1
Guido Pasquali                              1
Madame Tierce                               1
Clements Ribeiro                            1
Steven Scott Kokin                          1
Le Monnier                                  1
Roger Fare                                  1
L. P. Hollander & Co., Boston               1
Hanan & Son                                 1
Gaston of Murray Hamburger                  1
Oomphies                                    1
Jacques Gerber                              1
A. P. Rego                                  1
J.B. Johnstone                              1
Ilias Lalaounis                             1
Heinz Riva                                  1
Linda Mendelson                             1
Selbine                                     1
Harris & Curtis                             1
Micol Fontana                               1
Miss M. Gans                                1
Sir Edward Rayne                            1
Florence Schulman                           1
Cavanaugh Model Form Co.                    1
Charlotte Duclos                            1
Michael Katz                                1
Heidi Weisel                                1
Jack Schaffer                               1
Sal Cesarani                                1
Bernard Teitelbaum, Inc.                    1
Georgette of Paris                          1
Stuart Davis                                1
Jasper Conran                               1
Maisons Agnès-Drécoll                       1
Mario                                       1
Cindy Nemser                                1
Chaussures de Luxe                          1
Barbara Barondess MacLean                   1
M. Eyans, Inc.                              1
Michael Kane                                1
Mme. Besancon de Wagner                     1
Carpenter                                   1
Mademoiselle Willets                        1
David Stevens                               1
Frederick Loeser & Company                  1
Hoschedé Rebours                            1
Sebastian                                   1
Irfé                                        1
Pepperell Manufacturing Company             1
Nicolao Atelier                             1
Miss Beckie                                 1
Marjori Seril                               1
Irina Pabst                                 1
Georg Jensen                                1
Riccardo Tisci                              1
Raoul Lafontan                              1
Dupuis-Jacobs                               1
Madame J. H. (Johan Adolph) Rutherford      1
Henri de la Ponce                           1
Columbia Gymnasium Suit Co.                 1
Walter Newberger                            1
Dorothea Knitting Mills, Limited            1
Lucien Tesson                               1
J. Uriarte                                  1
Carber Shoe Company                         1
Eunice Cashin                               1
Van der Straeten                            1
The Mallory Hat Company                     1
Duvelleroy                                  1
F.B.R.                                      1
Angelo Tarlazzi                             1
Mme. Langer                                 1
Ottavio Missoni                             1
Pankin International LTD                    1
M. J. Knoud Saddlery Inc.                   1
Poirier                                     1
Ines Svensson                               1
Adelle Lutz                                 1
Katharina Denzinger                         1
Adidas                                      1
Fotus Co. Ltd.                              1
Michael Zobel                               1
Liza Bruce                                  1
Lola Faturoti                               1
André Dallioux                              1
Bottier Baudin                              1
Dagobert Peche                              1
Jenny of Boston                             1
Jax of California                           1
Norman LeMain                               1
Richard Hudnut                              1
Gunther Jaeckel                             1
Marie-Blanche di Pietro                     1
Molly Stern                                 1
Byron Lars                                  1
Ermenegildo Zegna                           1
H. Jantzen Shoe Co.                         1
Mr. Callum Hosiery Co.                      1
E. Larue                                    1
Linda Kinoshita                             1
Dran Hamilton                               1
Pary Goodfellow                             1
Cover Girl Shoe Company                     1
Etienne Aigner                              1
Hiro (Yahuhiro Wakabayashi)                 1
Hattat Frères                               1
Ann E. Lipscomb                             1
Kasper                                      1
Yoshiki Hishinuma                           1
Fortuny                                     1
Ben Reig                                    1
Bette and Lee                               1
New York Creation                           1
Griffon                                     1
Alice M. Dunstan                            1
Eldridge Manning                            1
Spier's National Schuh                      1
Clara in N.Y.                               1
José Cotel                                  1
Richelieu                                   1
Jean-Louis Scherrer                         1
Jordan                                      1
Phoebe Philo                                1
Mary Ping                                   1
Henry Lehr                                  1
Juicy Couture                               1
J. Hartjen                                  1
Roberto Capucci                             1
Herman Rossberg                             1
Helen Storey                                1
Madeleine de Rauch                          1
G. Desprez                                  1
Maraolo                                     1
Poster Dress, Ltd.                          1
Kathryn Kuhn                                1
Wearkstatt                                  1
Newton                                      1
Scott & Company                             1
Mme. Louis Cerlian                          1
Willie Cole                                 1
Henri Bendel                                1
Bob Bugnand                                 1
Santini e Dominici                          1
Alice Morgan Carson                         1
Oliver Gintel                               1
Badgley Mischka                             1
Taj of India                                1
Legroux Soeurs                              1
Sherman                                     1
Sylvia Nechis                               1
Sandra Kuratle                              1
Halle Brothers                              1
Kamen                                       1
Michael Horn                                1
Sandilands & Son                            1
Nino Cerruti                                1
Mad Carpentier                              1
Vanessa Noel                                1
Willoughby Hatter                           1
Francis O'Neill                             1
Valerian Stux-Rybar                         1
Jil Sander                                  1
Hahne & Company                             1
Maud et Nano                                1
Hamish Morrow                               1
Elizabeth Wild Hitchings                    1
Rod Keenan                                  1
Walter Albini                               1
Brigitte Singh (na)                         1
C. Goldstein                                1
Carol Fertig                                1
Josie Natori                                1
Snedden                                     1
Stéphane Rolland                            1
Vandervell                                  1
Deirdre Hawken                              1
Boeing Pelliccerie                          1
Cerruti 1881                                1
Mr. R. Massaro                              1
Richard James                               1
Paul Bridgewater                            1
S. Gluck                                    1
Gottex Industries                           1
Thomas Ridout                               1
El Greco                                    1
Dalligner, Modes, Richmond                  1
Mme. Poiret                                 1
Wallachs                                    1
Sophia Kokosalaki                           1
Dorothée Bis                                1
Nash                                        1
Anthony Berrus                              1
Jackie Rogers                               1
Joseph Whitehead                            1
Mrs. M. Courtney                            1
Plaza Gown Parlors                          1
Andrée Brossin de Mere                      1
Atherton Fine Millinery                     1
Frederick's of Hollywood                    1
Alois Pichler                               1
Aitken Son & Company                        1
Martin                                      1
Maria Chiara Galotti                        1
Willie Woo                                  1
Marian Clayden                              1
Augusta Reimer                              1
Ruth Reeves                                 1
Mrs. Samuel Shimn                           1
Marguerite                                  1
A. B. Coady                                 1
Gorini                                      1
Kazuko                                      1
Ungar                                       1
Chandler's                                  1
Bien Jolie                                  1
Gayla Rosenfeld                             1
Dorothy Cox                                 1
Mrs. Mildred Orrick                         1
Fred Picard                                 1
Maullé                                      1
John Bartlett                               1
Jeanne Baron                                1
Scott Crolla                                1
Grace Powell                                1
Robert Delamotte                            1
John H. North Company                       1
Ciro Paone                                  1
Hannah Troy                                 1
Roberta Bernays                             1
Joyce Francis                               1
Margaine La Croix                           1
Rugby                                       1
Renoma                                      1
Emmanuelle Khanh                            1
Hermance                                    1
Anne & Thérèse                              1
Mme. Carlier                                1
Marshall Field & Company                    1
Pablo Picasso                               1
Mme. Fréderique                             1
Hugo Boss                                   1
Jacqmar                                     1
Lou Brevete                                 1
Michael Kaye                                1
Craig Green                                 1
M. Davey & Company                          1
Fernande Desgranges                         1
Oscar Sauerwald                             1
Reverdot                                    1
Herbert Johnson                             1
Jim Tillett                                 1
Stanley Philipson                           1
Martin Belasco                              1
threeASFOUR                                 1
A. Corbay                                   1
Roselle Davis                               1
Marie Patricia Toscano                      1
Manby                                       1
Aileen Rice                                 1
Mme. Olympe                                 1
E. Mendelsohn & Company                     1
Jax                                         1
H. Creed & Co.                              1
Andrew Fezza                                1
Mary Graham                                 1
Madame Hernstadt                            1
Ian and Marcel Hand Painted Silks           1
Jane Prendiville                            1
Claire Kennedy                              1
Schiatti & C.                               1
Gerald Lang                                 1
Phelps-Terkel                               1
Salinger                                    1
Lazzerini                                   1
Patricia of Miami                           1
Eduard Josef Wimmer-Wisgrill                1
Miss Juliette                               1
Johnny Carson                               1
Driscoll                                    1
Thurmand Hedgepeth III                      1
Amelia Beard Hollenback                     1
Bodymap                                     1
Carlo Brandelli                             1
Yamato Transportation Co.                   1
Lainey Keogh                                1
Dickerts                                    1
Van Cleef & Arpels                          1
Annika Liljedahl                            1
Narciso Rodriguez                           1
Peggy Hoyt                                  1
Andy Warhol                                 1
Eliane Schenk                               1
Annette Kellerman                           1
Mme. Esther Massieu                         1
Mary Adrienne Steckling                     1
Jerro Brothers                              1
Nino Gabriele                               1
Phat Fashions, LLC                          1
Kurzman                                     1
Shepard Company                             1
Cat Chow                                    1
Irene Dana                                  1
Mr. Frank Smith                             1
M.A. Kirk                                   1
Gian Marco Venturi                          1
H. O. Hanlon                                1
Mme. Martin Decalf                          1
Mme. Gripoux                                1
C. Middleton                                1
Mimi di N                                   1
Stéphane                                    1
Tuttabankem                                 1
Rodeck Brothers                             1
Madeleine and Angels                        1
Ducerf Scavini                              1
F. Cruwys                                   1
Pattullo-Jo Copeland, Inc.                  1
Juul of New York City                       1
Sheila Natasha Simrod Friedman              1
Deanna Littel                               1
Josephine Egan                              1
Tony Duquette                               1
William Charles Brown                       1
Marimekko                                   1
Roger Scemama                               1
Lars Nilsson                                1
Anna Tappé                                  1
El Vaquero                                  1
Kleibacker                                  1
L. Anderson                                 1
C.W. Sherwood                               1
M. C. Daly                                  1
Wasserman & Sons, Inc.                      1
Stella McCartney                            1
Lyon                                        1
David Levin                                 1
Enos, Ltd.                                  1
Mark Mahall                                 1
Compagnie Lyonnaise                         1
Julie Magner Company, Inc.                  1
Asprey                                      1
Grace King                                  1
The Fabric Workshop                         1
Cangemi, Inc.                               1
BVD                                         1
J. Hamilton                                 1
Mme. Raymonde                               1
Lillie Rubin                                1
Italo Zucchelli                             1
Marion E. Dick                              1
Aris                                        1
M. A. Connelly                              1
M. Schiff                                   1
John Golden                                 1
Madame Thea Tewi                            1
Schostal                                    1
Mr. David Kidd                              1
Jean Cocteau                                1
Melton                                      1
Berté Weichmann                             1
Monika Tilley                               1
Mrs. Herbert Sage Mesick                    1
Anello & Davide                             1
Stetson Shoe Company                        1
Virgil Abloh                                1
Ca. Digiacomo                               1
Elizabeth Hollborn                          1
Basso and Brooke                            1
Evans & Wong                                1
Monari of Paris                             1
R. Martegani                                1
Vittorio Ricci                              1
Madame Henry                                1
Renard                                      1
Jeanne Dimelow                              1
Rose Descat                                 1
Diane Love                                  1
Trimingham's                                1
Cesare Guidi                                1
Collins & Fairbanks Co.                     1
Amédée Courder                              1
Consuelo Castiglioni                        1
Tao Kurihara                                1
Jacques Cohen                               1
Tina Lattanzi                               1
Peck & Peck                                 1
Capezio Inc.                                1
Salon Moderne, Saks Fifth Avenue            1
Mme. Blanchard                              1
Lanz of Salzburg                            1
Delion                                      1
Junko Koshino                               1
Harry Gordon                                1
Kontoff                                     1
Keni Valenti                                1
René Bouët-Willaumez                        1
A. J. Lecoutre                              1
Mrs. Florence Reichman                      1
L.S. Davidson                               1
U. S. Keds                                  1
Jaeger                                      1
Beaurepoire                                 1
Alexander Calder                            1
Stella Saracino                             1
Mrs. F. M. Carroll                          1
Springfield Athletic Co.                    1
Henry, Darling & Company                    1
Diego della Valle                           1
Mannino and Marandino                       1
Brooks Costume Company                      1
Mrs. Arnold                                 1
Robert Cary Williams                        1
La Perla                                    1
Alphée                                      1
Mrs. Morton J. Seifter                      1
J. Walter Gallagher                         1
Madame McCabe                               1
Rene Taillard                               1
Kilgour                                     1
Cecil Beaton                                1
Lawler Duffy                                1
Surf-Eze                                    1
Odette de la Tour                           1
Jean Dunand                                 1
Echo Scarfs                                 1
Caulier                                     1
Verdura                                     1
Andriano Fosi                               1
Montenapoleone                              1
La Bagagerie                                1
L. S. Plaut & Company                       1
Naoki Takizawa                              1
Mme. Jacques Worth                          1
Church's                                    1
Gladys & Belle                              1
Viktor Horsting, Dutch, born 1969           1
Unknown                                     1
Paperdelic                                  1
John N. Genin                               1
Buffalo Boots                               1
Marcel Boucher                              1
Anne Kelso                                  1
Fred Gwinn                                  1
Odile Gilbert                               1
Arthur McGee                                1
Boudicca                                    1
Jeanne Campbell                             1
Jane L. Kosminsky                           1
J. Jacquin & Company                        1
Dr. Martens                                 1
Army & Navy Cooperative Company             1
Tetreau                                     1
Mangin Maurice                              1
Penelope Tree                               1
Bud Kilpatrick                              1
Timothy Everest                             1
Tailleur Filles & Cie                       1
Elio Berhanyer                              1
Michel Perry                                1
Sarno & Son                                 1
Kosta Furs, LTD                             1
J. B. Flaherty Co., Inc.                    1
Hobbs                                       1
Laboudt & Robina                            1
Manuel Pertegaz                             1
H. Detrois                                  1
Yvonne May                                  1
Christophe de Menil                         1
Mary Katrantzou                             1
Sibling                                     1
Richard Serbin                              1
May Wamelink Gorman                         1
Eaves Costume Company                       1
Hemco                                       1
Willie Landels                              1
Hazel Burnham Slaughter                     1
Edward L. Mayer                             1
Rybal                                       1
Rafael Sanchez                              1
Jonathan Saunders                           1
Au Louvre                                   1
Vesna Bricelj                               1
June Blaker                                 1
Donaldson Brothers                          1
Signor                                      1
Name: entity, dtype: int64
# All unique Manufacturers from Costume Institute
costume_creators_df[costume_creators_df['type'].
                         str.contains("Manufacturer")]['entity'].value_counts()
Townley Frocks                             133
Traina-Norell                               84
Philip Sills & Co.                          57
Crescendoe Gloves, Inc.                     51
Herbert Levine Inc.                         47
Delman                                      47
Samuel Winston                              38
A. Sulka & Company                          35
Dal Co'                                     27
Golo Footwear Corporation                   19
Royal Worcester Corset Company              18
I. Miller                                   16
Leather's Best                              16
Bianchini-Férier                            15
Bob, Inc., N.Y.                             14
Massaro                                     14
Harmon Knitwear                             14
Worcester Corset Company                    13
Hermès                                      13
Salvatore Ferragamo                         12
Jantzen                                     11
Joseph Love, Inc.                           11
Hurd Shoe Co.                               11
Lanz of Salzburg                            10
Marvella                                    10
House of Lesage                             10
Danskin                                      9
PBM                                          9
Reynier                                      9
Seymour Troy Originals                       9
ABC Fabrics                                  9
Palter DeLiso, Inc.                          8
Iris Lingerie Co., Inc.                      8
Morris Wolock & Co.                          7
Saks Fifth Avenue                            7
Hollander                                    7
Adler and Adler                              7
Scarves by Vera, Inc.                        7
Peal & Co., Ltd.                             7
Ren-Eta Gowns, Inc.                          7
Lloyd                                        6
Westwood Knitting Mills                      6
Charles Strohbeck, Inc.                      6
Dan River Mills                              6
A.E. Little & Co.                            6
Bernardo Sandals                             6
Reeves Brothers Inc.                         6
Hellstern and Sons                           6
Wamsutta                                     5
Gucci                                        5
Worcester Skirt Company                      5
The Chelsea Cobbler                          5
Echo Scarfs                                  5
Mr. Field, Inc.                              5
Andrew Geller, Inc.                          5
Shoe Biz                                     5
Phelps                                       5
S. Edwards                                   5
Herzman Scarfs                               5
Sinclair Mills                               5
J. & J. Slater                               5
Abercrombie and Fitch Co.                    5
Margot, Inc.                                 5
Julius Kayser & Company                      4
Alexandrine                                  4
Fenton Footwear                              4
Brooks Brothers                              4
McCallum                                     4
Netch and Frater                             4
Langdon, Batcheller & Company                4
Gant Venice                                  4
Préville                                     4
Lee                                          4
Galey and Lord, Inc.                         4
Rodier                                       4
Capezio Inc.                                 4
Mark W. Cross                                4
Milliken                                     4
Newton Elkin Shoe Co.                        4
Gorham Manufacturing Company                 4
Cluett, Peabody & Company, Inc.              4
Mazane                                       3
Nina-Fay Foundations, Inc.                   3
Liberty & Co.                                3
Forstmann                                    3
Poster Dress, Ltd.                           3
Levi-Strauss and Company                     3
Damon Creations                              3
Rébè                                         3
H & W Company                                3
Tiffany & Co.                                3
Rayne                                        3
Crown Textile Company, Incorporated          3
Nancy Haggerty Shoes, Inc.                   3
Fuller Fabrics                               3
Alfred J. Cammeyer                           3
La Ray Footwear                              3
Cole of California                           3
E. J. Korvette                               3
Springmaid                                   3
Van Raalte                                   3
Whiting and Davis Company, Inc.              3
Margaret Jerrold, Inc.                       3
René Véron                                   3
Brioni                                       3
Merrimac Hat Corp.                           3
Staron                                       3
The Mallory Hat Company                      3
Jacqmar                                      3
F. Ducharne Silk Company                     3
Koret                                        3
House of Charles Jourdan                     3
Catoir Silk Company                          3
Brooks Costume Company                       2
Realsilk                                     2
Briggs & Sons, London                        2
Alpine                                       2
J.H. McKenney & Company                      2
Sapphire                                     2
Harry                                        2
Mme. Gripoux                                 2
Corset Parisien                              2
Gelot                                        2
Manolo Blahnik                               2
Ridabock & Company                           2
Samuel Winston, Inc.                         2
Woolrich Woolen Mills                        2
De Pinna                                     2
Fendi                                        2
Stonecutter  Mills                           2
Dorian-Macksoud Corporation                  2
Warner's                                     2
Tony the Shoemaker                           2
Birger Christensen                           2
W.S. Thomson & Company                       2
Glentex                                      2
D'alojo                                      2
Stanicci                                     2
Abraham & Brauchbar                          2
Chipp New York New Haven                     2
Everfast Fabrics, Inc.                       2
William Popper                               2
Cangemi, Inc.                                2
Luigi Bevilacqua                             2
E. I. du Pont de Nemours & Company           2
Suviane                                      2
Sullivan, Williams & Co., Ltd.               2
George T. Keen Inc.                          2
Goodall Worsted Company                      2
H. Moreau et Cie                             2
Roth & Goldschmidt Corset Company, Inc.      2
Comme des Garçons                            2
Morosila                                     2
Emme, Inc.                                   2
Henry Poole & Co.                            2
Ameritex                                     2
H. R. Mallinson and Company                  2
Turnbull & Asser                             2
Louise Neut                                  2
Hill & Novis                                 2
Paragon                                      2
Gianmarco Lorenzi                            2
Willis & Geiger, Inc.                        2
Madcaps International                        2
Eunice Cashin                                2
Rooster                                      2
Flamand                                      2
Baar and Beards, Inc.                        2
Eagle Shirtmakers, Inc.                      2
Bonpoint                                     2
Penn-Carol Hosiery Mills, Inc.               2
Sun-Sun                                      2
Follmer, Clogg & Company                     2
Debusschère of Bruges                        2
V. Valentino                                 2
Burberry                                     2
Beleganti                                    2
Pincus Brothers - Maxwell                    2
Jupiter                                      2
Hanes Hosiery, Inc.                          2
Gantner of California                        2
A. Gillet                                    2
Domi                                         1
Jacob Pivovar                                1
Gösta                                        1
L. P. Hollander & Co., Boston                1
Maquets                                      1
Degas                                        1
PW Company                                   1
Fownes                                       1
Tower Belt                                   1
Etcetera                                     1
J. B. Corset Company                         1
Oakley                                       1
Criterion                                    1
Adidas                                       1
Morel, Poeckès & Paumlin                     1
Freddy                                       1
Jean Clemént                                 1
Christys' London                             1
S. Stroock and Company                       1
Kayser                                       1
Colcombet                                    1
Sarff Zumpano Inc.                           1
J.C. Penney Co., Inc.                        1
Durer                                        1
Brokaw Brothers                              1
Week End                                     1
Pappagallo                                   1
Alan                                         1
Oppenheimer-Franken                          1
Warren's                                     1
OlofDaughters                                1
Molstad & Co.                                1
Fox Shoe Manufacturing Corp.                 1
Boston Chemical Printing Company             1
A. J. Izod, Ltd.                             1
Ball Band                                    1
Jane Derby                                   1
Julian & Kokenge Company                     1
Pierre Brivet                                1
Kalso Earth (R) Shoe                         1
Mishawaka Rubber & Woolen Mfg. Co.           1
I.M. Bagedonow                               1
Horace Partridge Co.                         1
Dr. Warner's                                 1
S. Fox & Company, Ltd.                       1
W. B. Conkey Co.                             1
Eaves Costume Company                        1
Hertz-Ross                                   1
Fownds                                       1
George W. Welsh's Son                        1
Shulton, Inc.                                1
James McCreary and Co., N.Y.                 1
Exquisite Form                               1
Rinaldi                                      1
J. P. Adam                                   1
Lortay                                       1
Frances & Co., Paris                         1
Schwartz & Benjamin, Inc.                    1
Stuart Weitzman                              1
Don Moore                                    1
Courvoisier                                  1
Wolverine World Wide                         1
Meyer Rubber Company                         1
Pichel                                       1
Arthur M. Rosenberg Co.                      1
Knox                                         1
Fortis                                       1
Trifari                                      1
Reis                                         1
C. Webb                                      1
Lucille de Paris                             1
Church's                                     1
French, Shriner & Urner                      1
Jay's of London                              1
Wrangler                                     1
Columbia Gymnasium Suit Co.                  1
Princeton Process, Inc.                      1
E. Pattison                                  1
Dainese                                      1
Aurore                                       1
Clarks of England                            1
Jouvin Freres                                1
Johnston & Murphy                            1
Kayser-Roth Glove Co., Inc                   1
Lady Grace                                   1
Tradate                                      1
Sperry                                       1
Cellini Shoes                                1
Glensder Textile Corporation                 1
W. & E. Crowther, Ltd.                       1
Maraolo                                      1
Mrs. Bertha Black Lewry                      1
Maidenform                                   1
Ciner                                        1
La Réve                                      1
Pleaser                                      1
John Marino, Inc.                            1
Kirkbury                                     1
Kaynee                                       1
Ohrbach's                                    1
Printzess Square                             1
U. S. Keds                                   1
Joyce of California                          1
Dormeuil                                     1
Our Leader Hosiery                           1
A. Miranda                                   1
Famolare                                     1
J. Press, Inc.                               1
Belle o' the Ball Hoop                       1
Duizend-Gans                                 1
Uniroyal                                     1
Berkley Cravats Inc.                         1
André Perugia                                1
B. & K.                                      1
Thom McAn                                    1
René Caovilla                                1
Coopchik Forrest                             1
Maximilian                                   1
Frye                                         1
Torino                                       1
Ghioldi                                      1
Setroy, Inc.                                 1
Parachutes Incorporated                      1
Linton Tweeds                                1
Mackey-Starr, Inc.                           1
Little & Co.                                 1
Luini                                        1
Goossens                                     1
John Hardy                                   1
A. F. Chantilly Inc., New York               1
Tewi Lingerie, Inc                           1
F. R. Tripler & Co.                          1
George A. Henckel & Company                  1
House of Desrues                             1
Horace Dean Walker                           1
Bogart                                       1
Shirley of Hollywood                         1
Count Bellini                                1
Schreter                                     1
Gantner & Mattner                            1
Mr. Luis Estévez                             1
Yale                                         1
First Impressions                            1
Wesley Simpson, Inc.                         1
Mme. Lyra Corset Makers                      1
Albanese                                     1
Robinson Golluber                            1
Chambert, Paris                              1
Milch                                        1
National                                     1
Digits Inc.                                  1
Harrods, Ltd.                                1
Castineau                                    1
M. Wolf Sons, Inc.                           1
The Sahlin Company                           1
Crayons                                      1
Robert Douglas Ltd.                          1
H.C.F. Koch                                  1
Panasonic                                    1
J. C. D'Ahetze                               1
Kloss-Pruzan                                 1
Sommers, Inc.                                1
Rey Jouvents Freres                          1
Evans                                        1
Maharajas, Ltd.                              1
Goodall-Sanford, Inc.                        1
Fiorucci                                     1
Oomphies                                     1
Universal Studios Inc.                       1
Irwin Textile Mills                          1
Tina S. of the Sydneys                       1
Stern Brothers                               1
DuMont                                       1
Nocona Boot/Nocona Texas                     1
James McCreery & Company                     1
Male                                         1
Madame Warren's                              1
Thurston                                     1
Clary                                        1
Paul Portes, Paris                           1
Taroni                                       1
Sandler of Boston                            1
F. Pinet, Paris                              1
Ego of London                                1
Seafarer Dungaree                            1
Cartier                                      1
Sidonie Larizzi                              1
Nike                                         1
Golflex                                      1
Braten                                       1
Hugo Boss                                    1
Capital                                      1
Coro                                         1
Banana Republic                              1
Paris Manufacturing Company                  1
Snow Snug by Shawmut                         1
O'Conner, Moffatt & Company                  1
Birdsey Somers Company                       1
A. Stein & Company                           1
Ferris Brothers Company                      1
Facon                                        1
Fox Clothes of London                        1
Matteawan Manufacturing Company              1
Scholl, Inc.                                 1
Campus                                       1
Dunhill Tailors                              1
René-Jules Lalique                           1
P.D.                                         1
Chicago Corset Company                       1
W.S.D. & Company                             1
Evelyn Schless, Inc.                         1
Trouville                                    1
Rosenfeld                                    1
University Seal                              1
Ben Kahn Furs                                1
Goodyear                                     1
H.R. Mallinson & Co.                         1
Naman Rainwear                               1
Fratelli Rosetti                             1
Reiss & Fabrizio                             1
Nardi, Inc.                                  1
L. & E. Stirn                                1
Walter Steiger                               1
Lionel LeGrand                               1
Boucher                                      1
Footlight Parade Inc.                        1
DeBevoise                                    1
Tuna & Moosbrugger                           1
Old Colony Rubber Company                    1
Mackey Starr, Inc.                           1
Charvet et Fils                              1
Ditz                                         1
Dieulafait & E. Bouclier                     1
Dix                                          1
Stila                                        1
Lown Shoes, Inc.                             1
India Woollen Mills                          1
Vacher                                       1
G. Wildes Smith of Boston                    1
Orser & Terrizzi                             1
Hijos de J. Mayans                           1
Mlle. Liberté                                1
Swatch                                       1
Juilliard                                    1
Bonwit Teller & Co.                          1
Stein & Blaine                               1
Wright & Ditson                              1
Sylvia Whyte                                 1
Dressmaker Casuals Inc.                      1
Kork-ease, Inc.                              1
Dasaje do Brasil                             1
Coach                                        1
Bienen-Davis                                 1
Roswell Hovey                                1
Lajoinie                                     1
Neuber                                       1
Gibo                                         1
Système Jay                                  1
Standard                                     1
Korvettes                                    1
Moyen                                        1
Bailey, Banks & Biddle                       1
United States Rubber Company                 1
Goujon, Ltd.                                 1
A. Berteil                                   1
Bally of Switzerland                         1
Arthur Bier and Co. Inc.                     1
Mijji                                        1
Crotty & Richards                            1
Annette Kellerman                            1
Loewe                                        1
Trimingham's                                 1
André S. David, Inc.                         1
Masket Brothers Sportswear                   1
BCN                                          1
Animal Crackers                              1
A. Bertin                                    1
Olympia Knitting Mills                       1
Bergdorf Goodman                             1
H. Jantzen Shoe Co.                          1
Keep New York                                1
Daventree                                    1
Coblentz                                     1
Shillito's                                   1
Madam Griswold's                             1
Pique                                        1
Carlson's                                    1
Tracy Mills                                  1
Diplomat                                     1
G & E Spitzer                                1
Pattulo                                      1
Certex                                       1
Pancaldi                                     1
Minnetonka Moccasin                          1
Bernardo                                     1
Sultana                                      1
Nordica                                      1
Bottega Veneta                               1
Volupté                                      1
Eddris                                       1
Caraceni                                     1
Bronzini                                     1
Playdell and Smith                           1
Ware, Pratt & Company                        1
Mary Poppins                                 1
La Sirene                                    1
Mr. Fred                                     1
Peter Lekeux                                 1
Raphael                                      1
Helmet Brand                                 1
Town and Country                             1
J. Thorpe                                    1
Armorside                                    1
La Manual Alpargatera                        1
Nunn Bush                                    1
Van Arden, Inc.                              1
Celanese Corporation of America              1
McMullen Company                             1
C. Pecker & Sons                             1
Lucchese Bootmakers                          1
Franklin Simon & Co.                         1
G. H. Bass & Co.                             1
Hafner Associates, Inc.                      1
Feathermocs                                  1
Reual, Inc.                                  1
Clara in N.Y.                                1
Gripoix                                      1
H & C Company                                1
Chantelle                                    1
Jomaz                                        1
Aris                                         1
Tissus Raimon                                1
Hahne & Company                              1
G. Petillault                                1
Ball's                                       1
Wetterfest                                   1
Kroll Fabric, Inc.                           1
Jerro Brothers                               1
Hattie Carnegie, Inc.                        1
Hansen's                                     1
Bogner of America                            1
The Brothers Christie Fur Corp.              1
Florsheim                                    1
JB                                           1
Edmée                                        1
B. Cavalli                                   1
U.S. Fabrics                                 1
A. Monco                                     1
John Frederics                               1
A. G. Spalding & Bros.                       1
Kelly 1                                      1
Jeans Best                                   1
N. Greco                                     1
Abraham Ltd.                                 1
Belinda                                      1
Handmacher                                   1
Tassinari & Chatel                           1
Ascher                                       1
Flagg Brothers                               1
Sam L. Budd                                  1
Pukumestarit                                 1
Racine                                       1
Gant Perrin                                  1
G. Fox & Company                             1
Pacific Mills                                1
Mandalian Manufacturing Company              1
Originala                                    1
Name: entity, dtype: int64
# All Unique Design Houses from Costume Institute
costume_creators_df[costume_creators_df['type'].
                         str.contains("Design House")]['entity'].value_counts()
House of Dior                           633
House of Balenciaga                     499
Yves Saint Laurent, Paris               355
House of Chanel                         317
House of Worth                          189
House of Givenchy                       162
House of Lanvin                         160
Miyake Design Studio                    145
House of Schiaparelli                   124
Comme des Garçons                       116
Callot Soeurs                           112
Herbert Levine Inc.                     106
Gianni Versace                           83
House of Balmain                         82
Calvin Klein, Inc.                       79
Perry Ellis Sportswear Inc.              72
Bill Blass Ltd.                          66
Maison Martin Margiela                   65
Fortuny                                  61
Hattie Carnegie, Inc.                    59
Gucci                                    56
Mugler                                   53
Judith Leiber Couture Ltd.               52
House of Patou                           52
Giorgio Armani                           50
Oscar de la Renta, Ltd.                  45
House of Paquin                          44
Caroline Reboux                          43
Missoni                                  43
House of Jacques Fath                    39
Chloé                                    34
Ralph Lauren                             33
Alexander McQueen                        31
Donna Karan New York                     30
House of Moschino                        28
Prada                                    27
Liberty & Co.                            27
Dolce & Gabbana                          24
Anne Klein and Company                   23
Fendi                                    23
Hermès                                   21
Salvatore Ferragamo                      19
John Galliano                            18
House of Charles Jourdan                 16
Capezio Inc.                             14
House of Ricci                           14
Viktor and Rolf                          11
Wiener Werkstätte                        10
House of Drécoll                         10
Brooks Brothers                          10
Kenzo                                    10
Xüly Bet                                  9
Milgrim                                   9
Calderon                                  9
Burberry                                  9
Brooke Cadwallader                        9
Myrbor                                    9
Griffe of Paris                           8
Beer                                      8
Redfern                                   7
Turnbull & Asser                          7
Lilly Pulitzer Inc.                       7
Perry Ellis                               7
Rouff                                     7
Serendipity 3                             6
Emme, Inc.                                6
Boué Soeurs                               6
Revillon Frères                           5
Mark W. Cross                             5
Raudnitz and Co. - Huet and Chéruit       5
Callaghan                                 5
Y-3                                       5
Louis Vuitton Co.                         5
Lanvin-Castillo                           5
Valentino                                 4
Tiffany & Co.                             4
Blades                                    4
John Frederics                            4
Fontana                                   4
Rainbow                                   3
A. Sulka & Company                        3
Maurice Rentner                           3
Krizia                                    3
House of Premet                           3
Emanuel                                   3
Ben Kahn Furs                             3
House of Lelong                           3
Matsuda                                   3
Mon. Vignon                               3
Oscar de la Renta                         3
A. Felix                                  3
Vetements                                 3
Saks Fifth Avenue                         2
Proenza Schouler                          2
Stovel & Mason                            2
Preen                                     2
Georges Kaplan                            2
Cerruti 1881                              2
James Galanos                             2
Augustine Martin & Company                2
Rudolph Hoffman & Company                 2
Worth and Bobergh                         2
Jean Dessès                               2
Simonetta et Fabiani                      2
Rifat Ozbek                               2
JL Arbiter                                2
Calvin Klein                              2
A. Denova                                 2
Jil Sander AG                             2
Dorothée Bis                              2
Undercover                                2
Goupy                                     2
Giorgio di Sant'Angelo                    2
noir kei ninomiya                         2
Harmon Knitwear                           1
Frattegiani                               1
Hattie Carnegie                           1
Gorini                                    1
Samuel Winston, Inc.                      1
Mr. John, Inc.                            1
Jacques Doucet                            1
Givenchy Gentleman                        1
House of Lucile                           1
Guy Laroche                               1
Etro                                      1
Martial & Armand                          1
EISA                                      1
Ossie Clark                               1
Briggs & Sons, London                     1
tao Comme des Garçons                     1
Lucien Lelong                             1
Phelps                                    1
House of Rochas                           1
Chéruit                                   1
Driscoll                                  1
Walter Worldwide                          1
Gallina                                   1
Christian Louboutin                       1
Norman Hartnell                           1
Griffon                                   1
Off-White c/o Virgil Abloh                1
Depret                                    1
Traina-Norell                             1
Weeks                                     1
Amok                                      1
House of Jean-Louis Scherrer              1
Anna Tappé Inc.                           1
Marcel Rochas                             1
Playboy                                   1
Fragiacomo                                1
Elvette                                   1
Rodarte                                   1
Robert Piguet                             1
Hickson Inc.                              1
Paraphernalia                             1
H. Huntsman & Sons                        1
Alberto Fabiani                           1
Maximilian                                1
Mr. Fish                                  1
Anne Marie of France                      1
Francevramant                             1
Goossens                                  1
Philippe & Gaston                         1
Pollini                                   1
Benetton                                  1
H. Creed & Co.                            1
H. Jaeckal & Sons                         1
Foale & Tuffin                            1
Celine                                    1
A. Fanet                                  1
Marcelle Alix                             1
Abercrombie and Fitch Co.                 1
Vionnet S.p.A.                            1
Lenief                                    1
Frances Denney                            1
Jenny                                     1
Mitra Couture                             1
Brioni                                    1
Geoffrey Beene                            1
Marni                                     1
Paul Stuart                               1
Slow and Steady Wins the Race             1
Maisons Agnès-Drécoll                     1
Wacoal-America Inc.                       1
Gibo                                      1
House of Vionnet                          1
Halston                                   1
Agnès b.                                  1
Teal Traina                               1
Drécoll                                   1
B. H. Wragge                              1
Betsey Bunky Nini                         1
House of Rouff                            1
Mad Carpentier                            1
m.r.s.                                    1
Yumi Katsura International Co., Ltd.      1
Memphis                                   1
Adair                                     1
Name: entity, dtype: int64
# unique makers from Costume Institute
costume_creators_df[costume_creators_df['type'].
                         str.contains("Maker")]['entity'].value_counts()
Jean Clemént                        14
Pierre Yantorny                     13
Mr. John, Inc.                      10
Bergdorf Goodman                    10
Roger Jean-Pierre                    9
Selbine                              8
Cavanaugh Model Form Co.             8
J. Ferry                             7
Mondial Shoe                         7
Knox                                 7
Henri Bendel                         7
John Frederics                       6
Rogers, Peet & Company               5
F. L. Dunne & Company                4
Milgrim                              4
J. & J. Slater                       3
P. Rouillier                         3
Right Now                            3
Haas Soeurs, Inc.                    3
Hickey Freeman                       3
Eunice Cashin                        3
Thomas                               2
Homer Layne                          2
Braagaard                            2
Tommy Nutter                         2
A. N. Cook & Company                 2
Saks Fifth Avenue                    2
Marguerite Zorach                    2
Mr. Pearl                            2
Budd                                 2
Maniatis Bottier, Paris              2
Carlo de Gaspari Zezza               2
Esté                                 2
Disney                               2
Joseph                               2
Erik                                 2
Hattie Carnegie, Inc.                2
Borsley                              1
Rose & Company                       1
Lyon                                 1
Borden                               1
Fallan & Harvey                      1
Abigail Lloyd Lott Zabriskie         1
Jenkins                              1
Charvet Chemisier                    1
Fortune Cravats                      1
Cardinal                             1
Even                                 1
B. Penaud                            1
Edward L. Tripler                    1
E.W. Emery                           1
Mme. Eta Hentz                       1
Henry Heath Limited                  1
Pierre Brivet                        1
Pemberton-Mercer                     1
Vogue Jewelry Novelty Company        1
Dominique France                     1
Madame Smyth                         1
Giorgio Avolio                       1
Madame Marie Henri Ltd.              1
Mme. Boué-Debat                      1
Susan Bennis/Warren Edwards          1
Countess Fabbricotti                 1
Excelsior Button & Boot              1
Sophie Gimbel                        1
John Wuest                           1
House of Lucile                      1
Justin-Barton                        1
Chas. Arms                           1
Turnbull & Asser                     1
Mabel Downs                          1
Emma A. Maloof                       1
Despa                                1
L'Aprili                             1
Maison Ström                         1
Franck                               1
G.L. & Company                       1
House of Tappé, Inc.                 1
Joseph Yeska                         1
Brigitte                             1
Holbrook and Walker                  1
Dertz                                1
Lord & Taylor                        1
Glenmore                             1
Kensington Hats, Inc.                1
A. Schiraldi of Napoli               1
Thomas Worth                         1
Frank Mazane                         1
Irande                               1
Menochet                             1
Alwynn                               1
Young Brothers                       1
Adam                                 1
Laure-Hélène                         1
George T. Keen Inc.                  1
J. Petit                             1
Brasseur                             1
Fox Clothes of London                1
Melton                               1
A. Ahrweiler                         1
Kast's                               1
Michniewicz-Tuvée                    1
Defossée                             1
Olangan                              1
George Bradford Tripler              1
Vincent et Cie                       1
J.-F. Heim Galerie                   1
Halston                              1
House of Lesage                      1
Hertz                                1
Ware's                               1
W.K. Gilbert & Company               1
R. Townsend & Sons                   1
Susanna Lewis                        1
Salon Moderne, Saks Fifth Avenue     1
Walter Barnard & Son                 1
J. Whitney                           1
Wrigglesworth                        1
Henri a la Pensée                    1
Talbert                              1
Nardi, Inc.                          1
Marsh                                1
Maison Lewis                         1
William K. Tripler                   1
Margie-Pauline Millinery             1
Bunting                              1
Juan Serra                           1
Browning, King & Company             1
Camille                              1
Scott & Company                      1
Mad Hatters                          1
Ciffonelli                           1
Richardson's                         1
Townsend Grace Company               1
Thurn                                1
James Mitchell                       1
Suydam                               1
Chez Ninon                           1
C. Leviéle                           1
Excelsior                            1
Wallach                              1
Shannon Rodgers                      1
Argence                              1
H. Jaeckal & Sons                    1
East                                 1
Sarah Pursell                        1
Krutcher & Starks                    1
A.L. Serra                           1
Bronzini                             1
Creston & Petit                      1
Augusto, Ltd.                        1
Gage Brothers & Company              1
Coleman                              1
Berg                                 1
Crofut & Thomas                      1
Richards & Veryken                   1
Custon Hats                          1
Emilie et Georgette                  1
Lemington                            1
DePauw                               1
Burnham & Phillips                   1
Hawes & Curtis, Ltd.                 1
Keys & Lockwood                      1
Wiener Werkstätte                    1
Phipps's                             1
Name: entity, dtype: int64
# unique retailer from Costume Institute
costume_creators_df[costume_creators_df['type'].
                         str.contains("Retailer")]['entity'].value_counts()
Seditionaries                    17
Jay-Thorpe, Inc.                 13
Paraphernalia                    12
Hattie Carnegie, Inc.             9
Bonwit Teller & Co.               8
Ansonia de Luxe                   6
Fairyland                         6
SEX                               6
B. Altman & Co.                   6
Saks Fifth Avenue                 6
Field Brothers                    5
Opening Ceremony                  4
Lord & Taylor                     4
L. P. Hollander & Co., Boston     3
F. R. Tripler & Co.               3
Bloomingdale Brothers Inc.        3
Henri Bendel                      3
Quorum                            3
Thomson, Langdon & Co.            2
Moss Shamask, Ltd.                2
Morrison & Shribbs                2
Chez Sonia                        2
Frank Brothers                    2
The Chelsea Cobbler               2
Gimbel Brothers                   2
Frederick Loeser & Company        2
Evelyn Byrnes                     2
Saks & Company                    2
Waste Basket Boutique             2
Bergdorf Goodman                  2
Hahne & Company                   2
Susanne Bartsch                   2
Franklin Simon & Co.              2
The Glove Shop                    2
G. Fox & Company                  2
Bamberger's                       2
Amelia Gray                       2
Jordan Marsh & Company            2
Parlor Shoe Store                 1
Dr. P. Kahler & Sons              1
Jeffers French Shoes              1
J. & J. Slater                    1
The Robbins                       1
Eugenia of Florence               1
De Lier Importer                  1
Weber & Heilbroner                1
K. Geiger                         1
French Bootery                    1
Granny Takes a Trip               1
Lockharts                         1
Sommers, Inc.                     1
Joseph Salon Shoes                1
J. Thorpe                         1
Wilma                             1
Mrs. Moseley Taylor               1
McKeon & Smith                    1
Abraham & Straus                  1
Manby                             1
Collins & Fairbanks Co.           1
Grace M. Cunningham               1
The Brandon Shop                  1
Judith Imports                    1
The English Shop                  1
Veneziano                         1
Wallachs                          1
The Slipper                       1
McCreedy and Schreiber            1
Bruat, Inc.                       1
Wanamaker's                       1
Emmett's                          1
Emme, Inc.                        1
Cypris                            1
Arnold Constable & Company        1
Meyer Jonasson & Company          1
Chs. des Jardins & Cie Ltd.       1
Abercrombie and Fitch Co.         1
Na Na                             1
Best & Co.                        1
Blaire's                          1
Caltex Sportswear Company         1
T.E. Moseley & Co.                1
Edwin C. Burt & Co.               1
Russell & Bromley                 1
Atkinson's                        1
Wechsler, Abraham & Company       1
London Character                  1
Saul Brothers                     1
Lord John                         1
Sigmund Eisner Co.                1
Charles Sumner                    1
Turnbull & Asser                  1
Shea Importer                     1
A. Bertin                         1
Schlesinger & Mayer               1
Busbines                          1
Schumm & Snyder Hat Shop          1
Arthur Constable                  1
R.W.H. Rogers                     1
Seven New York                    1
Worth & Worth, Ltd.               1
Rosemarie de Paris                1
Nan Duskin                        1
N. Greco                          1
Dave Jones                        1
Baum-Roth, Inc.                   1
Chez Ninon                        1
Thurn                             1
Kaufmann's                        1
Let It Rock                       1
Schoverling, Daly & Gales         1
Jungle Jap                        1
Henri Boot Shop                   1
J. C. D'Ahetze                    1
Stein & Blaine                    1
Ealand                            1
Rielag & Wuest                    1
Daniela Shoes                     1
Put-On                            1
Carroll & Company                 1
Alexander's                       1
Name: entity, dtype: int64

Examples of the complexity of dates!

costume_df['Object Date'].value_counts()
19th century                                  498
early 20th century                            310
1950s                                         286
ca. 1900                                      281
1920s                                         258
fourth quarter 19th century                   213
1960s                                         213
late 19th century                             210
early 19th century                            201
ca. 1950                                      199
1930s                                         193
ca. 1970                                      190
1967                                          188
18th century                                  188
ca. 1968                                      184
late 20th century                             183
1942                                          178
ca. 1955                                      171
mid-19th century                              164
20th century                                  160
1939                                          157
ca. 1910                                      154
ca. 1960                                      152
ca. 1965                                      150
1970s                                         149
first quarter 20th century                    146
ca. 1935                                      144
ca. 1860                                      141
1940s                                         138
ca. 1850                                      137
1890s                                         135
1968                                          134
ca. 1880                                      127
ca. 1930                                      126
1915–41                                       125
ca. 1925                                      124
ca. 1940                                      122
1966                                          122
1956                                          122
probably 19th century                         122
late 19th–early 20th century                  121
1700–1938                                     119
1950                                          116
1860s                                         116
ca. 1938                                      115
1980s                                         113
ca. 1890                                      112
1880s                                         111
1900–1910                                     108
ca. 1967                                      106
late 18th century                             105
ca. 1905                                      103
1952                                           99
1972                                           99
1949                                           99
1800–1939                                      97
ca. 1920                                       97
1947                                           97
1969                                           96
ca. 1975                                       96
ca. 1969                                       96
1982                                           95
ca. 1830                                       94
1938                                           93
1955                                           93
1970                                           93
ca. 1974                                       93
late 1960s                                     92
ca. 1966                                       87
1953                                           87
early 1960s                                    86
1948                                           86
ca. 1870                                       85
1945                                           85
ca. 1885                                       85
1951                                           83
early 1970s                                    83
third quarter 19th century                     82
1957                                           82
1977                                           80
1958                                           80
ca. 1980                                       79
1978                                           77
1943                                           76
1976                                           75
1971                                           74
1981                                           74
1700–1941                                      74
1850s                                          74
1830s                                          72
ca. 1972                                       72
1700–1945                                      72
1960                                           71
1840–60                                        70
1840s                                          70
1700–1940                                      70
1890–99                                        70
1946                                           69
ca. 1958                                       69
1870s                                          69
ca. 1840                                       68
1700–1943                                      67
late 1940s                                     67
ca. 1990                                       66
1954                                           66
1930–39                                        65
ca. 1945                                       63
ca. 1895                                       63
ca. 1780                                       63
1965                                           62
ca. 1948                                       61
mid-20th century                               61
1700–1942                                      60
1900–1925                                      60
early 1900s                                    59
1961                                           57
1925                                           57
1900–1905                                      57
late 1950s                                     57
1875–1925                                      56
ca. 1820                                       55
late 1930s                                     55
1944                                           55
1928                                           55
ca. 1915                                       54
1900–1915                                      54
1975                                           53
early 1980s                                    53
1940                                           53
ca. 1962                                       53
1980                                           52
first quarter 19th century                     52
1937                                           52
1984                                           52
ca. 1971                                       52
1920–29                                        52
late 1980s                                     51
18th century–19th century                      50
ca. 1865                                       50
ca. 1927                                       50
1990s                                          49
1973                                           49
1955–65                                        48
1974                                           48
ca. 1875                                       48
1900–1920                                      48
ca. 1973                                       48
1986                                           47
ca. 1775                                       47
spring/summer 1991                             47
1989                                           47
fall/winter 1993–94                            46
1987                                           46
ca. 1956                                       46
1963                                           46
spring/summer 1994                             46
1965–75                                        46
1900                                           46
ca. 1952                                       46
fall/winter 1989–90                            46
early 18th century                             45
1910                                           45
1927                                           45
1941                                           45
fall/winter 2006–7                             44
ca. 1957                                       44
ca. 1953                                       44
1960–65                                        44
1979                                           44
spring/summer 1999                             44
1964                                           44
ca. 1926                                       44
late 1920s                                     43
ca. 1977                                       43
1700–1939                                      43
ca. 1835                                       43
1983                                           43
fall/winter 1996–97                            42
fall/winter 1991–92                            42
ca. 1963                                       42
ca. 1985                                       42
ca. 1855                                       41
1925–30                                        41
1830–60                                        41
ca. 1991                                       41
1890–1900                                      41
1935–45                                        40
1860–69                                        40
1880–89                                        40
ca. 1959                                       39
fall/winter 1994–95                            39
ca. 1800                                       39
ca. 1989                                       39
ca. 1988                                       38
1926                                           38
ca. 1976                                       38
1910–20                                        38
1988                                           38
ca. 1947                                       38
ca. 1978                                       38
1914–19                                        38
ca. 1984                                       37
1985                                           37
1885–90                                        37
1936                                           37
ca. 1987                                       37
ca. 1902                                       37
17th century                                   37
early 1950s                                    37
late 1960s–mid-1980s                           36
1962                                           36
1855–65                                        36
1910–15                                        36
ca. 1964                                       36
16th century                                   36
ca. 1949                                       36
spring/summer 1997                             35
early 1920s                                    35
ca. 1937                                       35
fall/winter 1988–89                            35
fall/winter 1962–63                            35
1920–39                                        34
spring/summer 2003                             34
1950–69                                        34
fall/winter 1997–98                            34
1895–1900                                      34
spring/summer 1993                             34
1800–1943                                      34
1700–1937                                      33
1905                                           33
ca. 1954                                       33
1915–20                                        33
1970–75                                        33
1930–49                                        33
ca. 1983                                       33
1860–70                                        33
1922                                           33
1860–65                                        33
fall/winter 1987–88                            33
1959                                           33
1912                                           32
1890–1910                                      32
spring/summer 1990                             32
late 1960s–early 1970s                         32
ca. 1992                                       32
ca. 1810                                       32
ca. 1934                                       32
ca. 1908                                       31
1976–80                                        31
fall/winter 1963–64                            31
1880                                           31
spring/summer 1992                             31
1930                                           31
fall/winter 1998–99                            31
1994                                           31
ca. 1825                                       31
1850–60                                        30
1968–70                                        30
ca. 1942                                       30
1940–49                                        30
1700–1944                                      30
1935                                           30
1700–1951                                      30
1968–69                                        30
1929                                           30
1924                                           30
ca. 1923                                       30
fall/winter 1995–96                            30
ca. 1845                                       30
2006                                           30
second quarter 20th century                    29
fall/winter 1984–85                            29
1933                                           29
1934                                           29
ca. 1936                                       28
1930–59                                        28
ca. 1932                                       28
fall/winter 1990–91                            28
ca. 1903                                       28
ca. 1928                                       28
1800–1810                                      28
ca. 1993                                       28
fourth quarter 18th century                    28
late 1970s                                     28
1992                                           28
fall/winter 1967–68                            28
1940–59                                        28
spring/summer 1995                             27
1850–99                                        27
spring/summer 1996                             27
fall/winter 1983–84                            27
1955–59                                        27
1920                                           27
1970–74                                        27
1895–1905                                      27
fourth quarter 20th century                    27
1894                                           27
ca. 1943                                       27
1885–95                                        27
1915–25                                        26
ca. 1979                                       26
1990                                           26
ca. 1882                                       26
1830–50                                        26
ca. 1982                                       26
1915                                           25
1850–69                                        25
fall/winter 1981–82                            25
ca. 1770                                       25
1935–40                                        25
1925–35                                        25
1932                                           25
ca. 1922                                       25
1993                                           25
1880–99                                        25
1918                                           25
ca. 1924                                       24
1963–67                                        24
late 18th–early 19th century                   24
1887                                           24
fall/winter 1992–93                            24
fall/winter 1986–87                            24
ca. 1918                                       24
ca. 1944                                       24
ca. 1939                                       24
late 17th century                              24
fall/winter 1965–66                            24
fall/winter 1976–77                            24
ca. 1898                                       23
1898–1900                                      23
1840–59                                        23
1952–53                                        23
mid-18th century                               23
1890                                           23
first quarter 18th century                     23
ca. 1872                                       23
1950–59                                        23
1750–75                                        23
1850–80                                        23
spring/summer 1988                             23
1914                                           23
last quarter 20th century                      23
1898                                           22
1984–85                                        22
ca. 1907                                       22
fall 1938                                      22
1917                                           22
1911                                           22
mid-1980s                                      22
spring/summer 1983                             22
1875                                           22
1991                                           22
1955–60                                        22
1900s                                          22
late 1950s–early 1960s                         22
fall/winter 2003–4                             22
spring/summer 1989                             22
ca. 1917                                       22
fall/winter 1949–50                            22
ca. 1986                                       22
fall/winter 1970–71                            22
1965–69                                        22
1905–10                                        22
1942–52                                        22
ca. 1887                                       21
1996                                           21
fall/winter 1966–67                            21
1963–69                                        21
1874                                           21
early 1930s                                    21
1830–40                                        21
1952–54                                        21
ca. 1912                                       21
1800–1850                                      21
1790–1810                                      21
spring/summer 1976                             21
1805–10                                        21
fall/winter 1969–70                            21
fall/winter 1999–2000                          20
ca. 1888                                       20
second quarter 19th century                    20
fall/winter 1985–86                            20
1895                                           20
1937–39                                        20
1893                                           20
1954–58                                        20
1966–67                                        20
1845–65                                        20
ca. 1790                                       20
ca. 1904                                       20
1920–25                                        20
1850                                           20
1940s–50s                                      20
ca. 1815                                       20
1908–10                                        20
spring/summer 1968                             20
1876                                           20
ca. 1929                                       20
1840–49                                        20
fall/winter 2002–3                             20
summer 1940                                    20
spring/summer 2000                             20
fall/winter 1959–60                            19
ca. 1868                                       19
fall/winter 1968–69                            19
1926–27                                        19
mid-1950s                                      19
1945–55                                        19
fall/winter 1948–49                            19
early 1990s                                    19
fall/winter 2001–2                             19
ca. 1867                                       19
1820–40                                        19
1926–28                                        19
1955–58                                        19
fall/winter 2004–5                             19
spring/summer 1985                             19
ca. 1981                                       19
spring/summer 2001                             19
ca. 1913                                       19
1900–1903                                      19
spring/summer 1980                             19
1886                                           19
1967–68                                        19
1850–59                                        19
1970–89                                        19
ca. 1863                                       19
1800–1940                                      19
1865–70                                        19
ca. 1914                                       19
1820–30                                        19
1916                                           19
1870–90                                        18
1804–14                                        18
fall/winter 1961–62                            18
1920–30                                        18
1919                                           18
1895–99                                        18
1915–30                                        18
1860                                           18
ca. 1750                                       18
mid-1940s                                      18
1969–70                                        18
1885                                           18
spring/summer 1951                             18
1840–50                                        18
1899                                           18
1971–72                                        17
spring/summer 1987                             17
fall/winter 1964–65                            17
ca. 2000                                       17
1960–69                                        17
1907                                           17
1938–39                                        17
ca. 1961                                       17
1870–89                                        17
1860–79                                        17
ca. 1951                                       17
1870–80                                        17
1950–55                                        17
1869                                           17
1882                                           17
spring/summer 1971                             17
fall/winter 1972–73                            17
ca. 1760                                       17
1888                                           17
fall/winter 1979–80                            17
spring/summer 1958                             17
ca. 1941                                       17
third quarter 18th century                     17
ca. 1911                                       17
1930–35                                        16
1960–63                                        16
ca. 1909                                       16
1908                                           16
fall/winter 1971–72                            16
1963–65                                        16
1931                                           16
mid-1960s                                      16
spring/summer 1964                             16
1970–71                                        16
1845–50                                        16
1976–77                                        16
fall/winter 1954–55                            16
1923                                           16
1970–73                                        16
1950–51                                        16
fall/winter 2000–2001                          16
1967–69                                        16
spring/summer 2017                             16
1900–1950                                      16
fall/winter 1957–58                            15
spring/summer 1998                             15
1868                                           15
1910–12                                        15
1850–70                                        15
4th century B.C.                               15
fall 1939                                      15
spring/summer 1954                             15
1865–75                                        15
1925–26                                        15
1897                                           15
spring/summer 1984                             15
1892                                           15
1825–30                                        15
spring/summer 2004                             15
ca. 1931                                       15
1870–79                                        15
ca. 1818                                       15
1965–70                                        15
2015                                           15
ca. 1896                                       15
1904                                           14
1990–97                                        14
spring/summer 1953                             14
ca. 1785                                       14
1830–49                                        14
1891                                           14
ca. 1995                                       14
1906                                           14
winter 1938–39                                 14
fall/winter 1982–83                            14
1910–30                                        14
ca. 1946                                       14
mid to late 1940s                              14
ca. 1933                                       14
1913                                           14
1924–25                                        14
1902                                           14
1980–82                                        14
1951–52                                        14
1966–68                                        14
late 1880s                                     14
spring/summer 1974                             14
1878                                           14
fall/winter 2005–6                             14
fall/winter 1973–74                            14
1997                                           14
1883                                           14
1889                                           13
1825–50                                        13
ca. 1838                                       13
1850–55                                        13
1940–45                                        13
1900–1909                                      13
1956–57                                        13
spring/summer 1986                             13
1840                                           13
1860–80                                        13
ca. 1994                                       13
spring/summer 1959                             13
ca. 1857                                       13
ca. 1906                                       13
1800–1941                                      13
fall/winter 1955–56                            13
1949–50                                        13
1953–57                                        13
1890–95                                        13
1920–40                                        13
1870–75                                        13
1965–66                                        13
ca. 1892                                       13
1910s                                          13
spring/summer 1970                             13
fall/winter 2015–16                            13
1936–38                                        13
1873                                           13
1965–67                                        13
1947–48                                        13
1830–35                                        13
1902–3                                         12
ca. 1856                                       12
fall/winter 1958–59                            12
1830–39                                        12
ca. 2003                                       12
fall/winter 1953–54                            12
ca. 1883                                       12
ca. 1919                                       12
1930–50                                        12
1880–85                                        12
late 1890s                                     12
1825–35                                        12
fall/winter 1950–51                            12
1880–1910                                      12
1901                                           12
1937–38                                        12
spring/summer 1969                             12
1909–11                                        12
ca. 1893                                       12
fall/winter 1952–53                            12
1971–75                                        12
1850–1900                                      12
ca. 1858                                       12
1945–46                                        12
1910–14                                        12
1800–1960                                      12
1938–40                                        12
spring/summer 1963                             12
1810–20                                        12
1913–14                                        12
1928–29                                        12
1800–1937                                      12
ca. 1894                                       11
19th century–20th century                      11
1800–1820                                      11
1980–98                                        11
first half 20th century                        11
ca. 1842                                       11
1935–49                                        11
ca. 1897                                       11
fall/winter 2007–8                             11
1865                                           11
1975–76                                        11
ca. 1901                                       11
1900–1976                                      11
fall/winter 1956–57                            11
fall/winter 1975–76                            11
1995                                           11
1936–37                                        11
1840–45                                        11
1885–89                                        11
1948–50                                        11
ca. 1862                                       11
1965–87                                        11
1960–79                                        11
1925–28                                        11
1960–67                                        11
1896                                           11
1925–29                                        11
1740–60                                        11
spring/summer 1977                             11
spring/summer 2002                             11
1958–60                                        10
2001                                           10
1920s–30s                                      10
1903                                           10
fall/winter 2008–9                             10
spring/summer 2009                             10
1863                                           10
1918–20                                        10
1935–39                                        10
1915–17                                        10
late 1860s                                     10
spring/summer 2006                             10
1910–25                                        10
fourth quarter 17th century                    10
2003                                           10
1856                                           10
1927–28                                        10
1854                                           10
1837                                           10
ca. 1848                                       10
mid-1970s                                      10
1939–40                                        10
1959–60                                        10
1948–49                                        10
1815–20                                        10
1800–1925                                      10
ca. 1891                                       10
1914–18                                        10
early 1940s                                    10
1912–14                                        10
2013                                           10
1973–74                                        10
1974–76                                        10
ca. 1916                                       10
1795–1800                                      10
1790s                                          10
1875–80                                        10
1970–79                                        10
1800–1938                                      10
1775–1825                                       9
spring/summer 1960                              9
1909–10                                         9
spring/summer 2008                              9
spring/summer 1973                              9
spring/summer 1972                              9
1877                                            9
1879                                            9
1902–4                                          9
fall/winter 2011–12                             9
1881                                            9
1800–1825                                       9
1870                                            9
1915–18                                         9
spring/summer 1962                              9
spring/summer 2015                              9
1947–50                                         9
1774–93                                         9
1863–65                                         9
1872                                            9
1909                                            9
1999                                            9
1954–55                                         9
1983–84                                         9
ca. 1996                                        9
ca. 1871                                        9
1855                                            9
ca. 1837                                        9
mid-1920s                                       9
ca. 1828                                        9
last quarter 19th century                       9
ca. 2002                                        9
third quarter 20th century                      9
spring/summer 1961                              9
spring/summer 2007                              9
1880–84                                         9
1840–70                                         9
ca. 1999                                        9
1974–75                                         9
1947–49                                         9
1973–77                                         9
ca. 1861                                        9
ca. 1740                                        9
1969–71                                         9
1830–80                                         9
fall/winter 1960–61                             9
1907–10                                         9
1820s                                           9
1945–50                                         9
1862                                            9
1795–1805                                       9
1800–1815                                       9
1837–40                                         9
1990–92                                         9
spring/summer 2005                              9
1905–15                                         8
1902–5                                          8
1780–90                                         8
1910–19                                         8
1930–40                                         8
1926–1959                                       8
1840–80                                         8
1961–62                                         8
spring/summer 2010                              8
1875–85                                         8
fall/winter 2010–11                             8
ca. 1805                                        8
1880–90                                         8
1760–70                                         8
spring/summer 1966                              8
1800–1942                                       8
1775–80                                         8
1973–79                                         8
fall/winter 2009–10                             8
ca. 1795                                        8
late 1870s                                      8
1884                                            8
1912–22                                         8
summer 1937                                     8
spring/summer 1955                              8
1980–87                                         8
ca. 1889                                        8
1944–45                                         8
1910–11                                         8
spring/summer 1957                              8
ca. 1886                                        8
1906–8                                          8
1970–85                                         8
fall/winter 2013–14                             8
spring/summer 1948                              8
1770–89                                         8
1846                                            8
ca. 1869                                        8
ca. 1866                                        8
1943–44                                         8
2002                                            8
1894–96                                         8
1959–63                                         8
ca. 1921                                        8
1979–80                                         8
spring/summer 1952                              8
1890–1905                                       8
spring/summer 1967                              7
1878–80                                         7
1950s–60s                                       7
spring/summer 1939                              7
1982–83                                         7
1923–25                                         7
1830–70                                         7
1977–78                                         7
spring/summer 2014                              7
1957–58                                         7
1921                                            7
1956–58                                         7
1930s–40s                                       7
fall/winter 1974–75                             7
ca. 1864                                        7
1926–33                                         7
1760–80                                         7
1871                                            7
1915–16                                         7
1896–98                                         7
fall/winter 1937–38                             7
1951–53                                         7
1975–85                                         7
1730–50                                         7
1770s                                           7
fall/winter 2012–13                             7
late 1990s                                      7
1962–63                                         7
ca. 1859                                        7
1859                                            7
1675–1725                                       7
1887–89                                         7
winter 1936–37                                  7
spring/summer 1956                              7
1983–87                                         7
late 1940s–early 1950s                          7
1900–1908                                       7
fall/winter 1938–39                             7
1725–50                                         7
1830                                            7
fall/winter 1930–31                             7
1933–37                                         7
1875–99                                         7
1810–15                                         7
1804–15                                         7
fall/winter 1939–40                             7
1800–1944                                       7
late 19th or early 20th century                 7
17th century–18th century                       7
spring/summer 1979                              7
1972–73                                         7
1850–75                                         7
1844                                            7
ca. 1877                                        7
1860–75                                         7
1941–44                                         7
1985–90                                         7
1936–39                                         7
spring/summer 1950                              7
1905–8                                          7
1946–47                                         7
1912–13                                         7
late 1980s to early 1990s                       7
ca. 1899                                        7
1911–12                                         7
ca. 1874                                        7
1964–65                                         7
1880–1900                                       7
1950–52                                         7
1835–45                                         7
1980–89                                         6
ca. 1843                                        6
1953–55                                         6
spring/summer 1947                              6
1900–1946                                       6
1901–5                                          6
1898–99                                         6
1930–32                                         6
1857                                            6
1863–67                                         6
1760s                                           6
ca. 1878                                        6
spring/summer 1975                              6
1875–1950                                       6
1981–82                                         6
1845–55                                         6
1888–89                                         6
spring/summer 1938                              6
1820–29                                         6
winter 1939–40                                  6
second half 19th century                        6
1963–66                                         6
ca. 1812                                        6
1940–50                                         6
spring/summer 1982                              6
mid-1930s                                       6
1855–60                                         6
1904–5                                          6
1942–43                                         6
1986–88                                         6
1740–70                                         6
fall/winter 2014–15                             6
ca. 1836                                        6
spring/summer 2016                              6
1805–15                                         6
1940–1959                                       6
1975–79                                         6
1780–99                                         6
1966–69                                         6
1820–25                                         6
1891–93                                         6
1991–92                                         6
1810s                                           6
ca. 1841                                        6
1973–75                                         6
1897–1900                                       6
early 1890s                                     6
1989–90                                         6
1867–68                                         6
1881–82                                         6
19th–early 20th century                         6
1915–40                                         6
1915–19                                         6
1835–40                                         6
1903–5                                          6
1950–60                                         6
fall/winter 1947–48                             6
1930–37                                         6
1867–69                                         6
1931–32                                         6
1800–1945                                       6
1775–1800                                       6
ca. 1844                                        6
1770–90                                         6
1780                                            6
1800–1958                                       6
fall/winter 1978–79                             6
1866                                            6
early 1880s                                     6
1952–57                                         6
1885–1910                                       6
1848                                            6
1924–26                                         6
1835                                            6
late 1970s–early 1980s                          6
1864                                            6
2007                                            6
1800–1875                                       6
12th century B.C.–A.D. 20th century             6
1857–60                                         6
1985–89                                         6
early 17th century                              6
1914–20                                         6
1907–8                                          6
1980–84                                         5
ca. 1998                                        5
1900–1901                                       5
ca. 1822                                        5
1815                                            5
1893–95                                         5
1922–25                                         5
1850–79                                         5
ca. 1720                                        5
fall/winter 1926–27                             5
1926–35                                         5
ca. 1814                                        5
fall/winter 2017–18                             5
late 1930s–early 1940s                          5
second quarter 18th century                     5
2300 B.C.–A.D. 1492                             5
late 1980s–early 1990s                          5
fall/winter 2018–19                             5
1825–1925                                       5
1870–92                                         5
1780–1800                                       5
1964–66                                         5
1980–81                                         5
1950–54                                         5
2005                                            5
1933–35                                         5
spring/summer 1935                              5
1992–93                                         5
1810                                            5
1980–97                                         5
1820                                            5
fall/winter 1977–78                             5
spring/summer 1937                              5
500 B.C.–A.D. 900                               5
ca. 1847                                        5
1865–69                                         5
1975–77                                         5
ca. 1997                                        5
1878–79                                         5
1820–50                                         5
1888–90                                         5
1868–70                                         5
1905–7                                          5
ca. 1879                                        5
1960s–70s                                       5
1885–99                                         5
1963–64                                         5
fall/winter 1934–35                             5
1917–20                                         5
ca. 1823                                        5
1720–39                                         5
1971–73                                         5
1923–28                                         5
1925–39                                         5
spring/summer 1965                              5
2000                                            5
1985–95                                         5
1700–1750                                       5
1970–72                                         5
1968–71                                         5
1740s                                           5
1864–65                                         5
1918–22                                         5
ca. 1873                                        5
1890–1920                                       5
early 1860s                                     5
1851                                            5
summer 1939                                     5
1812                                            5
1858–59                                         5
1925–50                                         5
1785–90                                         5
1923–24                                         5
                                             ... 
holiday 1971                                    2
early 1830s                                     2
1975–78                                         2
1928–33                                         2
late 1830s                                      2
fall/winter 1933                                2
1831–35                                         2
1911–15                                         2
1819                                            2
fall/winter 1945–46                             2
1867–73                                         2
fall/winter 1936                                2
1896–1900                                       2
1926–32                                         2
1856–60                                         2
last quarter 17th century                       2
1925–37                                         2
1799–1815                                       2
1802–20                                         2
1700–1963                                       2
1735–40                                         2
1800                                            2
1896–97                                         2
1630                                            2
1958–62                                         2
1937–40                                         2
1937–41                                         2
1906–7                                          2
early 1820s                                     2
1969–73                                         2
1845–49                                         2
1855–70                                         2
1934–35                                         2
fall/winter 1928–29                             2
1959–62                                         2
1818–20                                         2
1815–25                                         2
1986–89                                         2
1932–34                                         2
1965–72                                         2
18th–19th century                               2
1899–1900                                       2
spring/summer 1940                              2
1915–24                                         2
1890–93                                         2
ca. 1645                                        2
1870–72                                         2
1978–85                                         2
Spring/Summer 1976                              2
1820–35                                         2
1800–1970                                       2
ca. 1787                                        2
1814–20                                         2
fall/winter 1992                                2
1793–94                                         2
1886–89                                         2
1930–60                                         2
1935–50                                         2
1810–12                                         2
1976–79                                         2
1880–87                                         2
1750–69                                         2
1898–1941                                       2
1700–1950                                       2
1925–40                                         2
1850–1950                                       2
1862–63                                         2
1868–72                                         2
1825–1950                                       2
1978–80                                         2
1817                                            2
1930–31                                         2
1891–92                                         2
1778–85                                         2
1720–50                                         2
1830s–40s                                       2
ca. 1798                                        2
1879–81                                         2
1500 B.C.–A.D. 300                              2
1935–37                                         2
probably mid to late 1970s                      2
1800–1950                                       2
ca. 1819                                        2
1890–92                                         2
2014                                            2
1880–95                                         2
1916–20                                         2
1913–19                                         2
1904–7                                          2
1819–22                                         2
1901–4                                          2
1860–63                                         2
1960–70                                         2
1989–93                                         2
A.D. 800–1400                                   2
1700–1960                                       2
1988–89                                         2
1871–73                                         2
1710–29                                         2
ca. 1816                                        2
fall/winter 1987                                2
1829–40                                         2
1881–83                                         2
1898–1902                                       2
1893–99                                         2
1835–49                                         2
late 1960s–mid 1980s                            2
1860–64                                         2
1948–53                                         2
1862–67                                         2
ca. 1804                                        2
summer 1935                                     2
fall/winter 1959                                2
ca. 1806                                        2
1700–1710                                       2
1845–60                                         2
1899–1904                                       2
1960–61                                         2
1875–78                                         2
1865–85                                         2
spring/summer 1930                              2
spring/summer 1945                              2
1855–58                                         2
1845                                            2
1805                                            2
1776                                            2
spring/summer 2013, edition 2015                2
1903–6                                          2
1790–1800                                       2
1770–1800                                       2
fall/winter 1980                                2
fall/winter 1929–30                             2
1814                                            2
1978–79                                         2
1957–59                                         2
1860–1910                                       2
1999–2000                                       2
1812–20                                         2
1845–1945                                       2
late 17th century–early 18th century            2
spring/summer 1981                              2
1859–60                                         2
1938–42                                         2
1919–23                                         2
1920–24                                         2
late 1970s to early 1980s                       2
1770–1895                                       2
mid to late 1950s                               2
1900–1904                                       2
1826–29                                         2
1825–40                                         2
1850–1941                                       2
1940s–60s                                       2
1750                                            2
1931–35                                         2
1680–1710                                       2
1905–14                                         2
spring/summer 1936                              2
1979–82                                         2
mid-1880s                                       2
1897–1905                                       2
1785                                            2
1797–98                                         2
1870–73                                         2
1975–89                                         2
1845–46                                         2
1967–67                                         2
1810–19                                         2
1906–9                                          2
1963–68                                         2
1825                                            2
1788–93                                         2
1715–25                                         2
1895–98                                         2
1819–23                                         2
1730–40                                         2
summer 1938                                     2
1730–59                                         2
1941–45                                         2
late 1840s–early 1850s                          2
1903–4                                          2
1872–75                                         2
1945–49                                         2
1876–77                                         2
summer 1929                                     2
ca. 1809                                        2
1200–700 B.C.                                   2
1798                                            2
1935–47                                         2
1911–13                                         2
ca. 1833                                        2
1898–1901                                       2
winter 1930–31                                  2
ca. 2010                                        2
fall/winter 1943                                2
1914–29                                         2
1879–84                                         2
1916–25                                         2
probably fall/winter 1988–89                    2
1964–67                                         2
1860–68                                         2
1910–29                                         2
ca. 1793                                        2
mid-1990s                                       2
1790–1805                                       2
1821–23                                         2
1735–96                                         2
1893–94                                         2
1914–25                                         2
1933–54                                         2
1983–89                                         2
1730s, maybe earlier                            2
1790–95                                         2
1732–59                                         1
spring/summer 1941                              1
1917–24                                         1
1989–91                                         1
fall/winter 1946–50                             1
1900–1973                                       1
1300–1450                                       1
ca. 1660                                        1
late 17th–early 18th century                    1
1851–62                                         1
1600–1625                                       1
ca. 2005                                        1
1958–59                                         1
last quarter 16th century                       1
1877–83                                         1
1933–1969                                       1
1796–99                                         1
1813                                            1
1810–25                                         1
1873–79                                         1
1865–1979                                       1
1725–75                                         1
holiday 1950–51                                 1
1827                                            1
1848–51                                         1
1900–1944                                       1
1861–64                                         1
spring/summer 1926                              1
summer 1946                                     1
1690–1729                                       1
1882–86                                         1
winter 1928                                     1
1804–10                                         1
late 1970s or early 1980s                       1
1995–2005                                       1
1876–82                                         1
1700–1709                                       1
1856–57                                         1
second half 16th century                        1
1885–1909                                       1
1775–83                                         1
1865–1870                                       1
designed 1980, made 2002                        1
1070–712 B.C.                                   1
1976 (textile); ca. 2003 (shirt)                1
ca. 1940                                        1
fall/winter 1925–26                             1
1987–91                                         1
1887–1900                                       1
1850–1943                                       1
1850–1915                                       1
1878–82                                         1
early 1620s                                     1
1900–1913                                       1
last third 18th century                         1
1792–93                                         1
ca. 1792                                        1
fall/winter 1961–1962                           1
1982–92                                         1
1822–25                                         1
ca. 1831                                        1
late 18th cenutry                               1
ca. 1840s                                       1
second half 20th century                        1
1806–15                                         1
1730–49                                         1
1900–1952                                       1
1878–1978                                       1
1875–1946                                       1
1927–35                                         1
1863–1869                                       1
1840–42                                         1
1700–1958                                       1
1901–11                                         1
ca. 1795–1805                                   1
1890–1925                                       1
1954–59                                         1
1797–99                                         1
1700–1924                                       1
fall 1972                                       1
1929–33                                         1
1964–68                                         1
1785–1805                                       1
1952–56                                         1
1902–14                                         1
1960–85                                         1
1936–40                                         1
1877–82                                         1
1909–19                                         1
1829–33                                         1
1943–49                                         1
1930–69                                         1
1930s–early 1950s                               1
winter 1926–27                                  1
1850–1925                                       1
1940–60                                         1
1913–27                                         1
June 2, 1937                                    1
early to mid-1990s                              1
1784–87                                         1
mid-1960s–mid-1970s                             1
1955–62                                         1
1951–58                                         1
18th century or 19th century                    1
1880–1920                                       1
1910–39                                         1
1841–45                                         1
1900–1914                                       1
spring/summer 1970 or fall/winter 1971–72       1
fall/winter 1977                                1
probably late 1980s                             1
1944–46                                         1
late 1950s                                      1
1804–7                                          1
1882–85                                         1
1867–71                                         1
1823                                            1
1964–69                                         1
ca. 1640                                        1
1886–90                                         1
1822                                            1
1881–84                                         1
1790–1830                                       1
1924–28                                         1
1883–96                                         1
1720–49                                         1
fall/winter 1965                                1
1786                                            1
late 1930s (?)                                  1
1920–36                                         1
1660–1760                                       1
1946–53                                         1
1725–89                                         1
June 1942                                       1
1940–54                                         1
spring/summer 1994, edition 2016                1
1875–1945                                       1
1863–64                                         1
winter 1937                                     1
mid-1840s                                       1
fall/winter 1904                                1
1840–1900                                       1
late 19th century                               1
2004–5                                          1
1960–72                                         1
1799–1810                                       1
1938–65                                         1
probably 1940s                                  1
ca. 1964–67                                     1
ca. 1965                                        1
1848–60                                         1
1700–1856                                       1
1810s–20s                                       1
1873–74                                         1
ca. 1778                                        1
16th century–17th century                       1
206 B.C.–A.D. 220                               1
probably 1800–1899                              1
fall/winter 1955–1956                           1
1780–93                                         1
1875–1911                                       1
ca. 1520                                        1
1907–9                                          1
1968–68                                         1
1890–1921                                       1
1971–72; altered 1977                           1
1948–80                                         1
ca. 1789                                        1
1962–66                                         1
1850–57                                         1
1877–80                                         1
1650–99                                         1
1807                                            1
2008                                            1
1780s–90s                                       1
winter 1935–36                                  1
1972–79                                         1
1750–1800                                       1
1874–75                                         1
spring/summer 1924                              1
1747                                            1
1866–1900                                       1
1842–54                                         1
mid-1990s to late 2000s                         1
1883–84                                         1
fall/winter 1999–2000, edition 2018             1
fall/winter 1923–24                             1
winter 1933–34                                  1
1919–77                                         1
mid-1850s                                       1
1872–97                                         1
spring/summer 1912                              1
late 1760s                                      1
1909–14                                         1
1908–14                                         1
ca. 1817                                        1
1970s–90s                                       1
1799–1800                                       1
probably 1980s                                  1
1933–50                                         1
probably late 19th century                      1
ca. 1890s                                       1
1700–1775                                       1
1962–67                                         1
late 1920s–early 1950s                          1
1725–99                                         1
ca. 1650                                        1
1860–85                                         1
spring 1954                                     1
1690                                            1
1810–35                                         1
1871–76                                         1
1810–40                                         1
fall/winter 1920–21                             1
1825–75                                         1
probably 1910–13                                1
1890–94                                         1
November 1950                                   1
ca. 1708                                        1
1980–95                                         1
1761                                            1
spring 1960–61                                  1
1992–95                                         1
fall/winter 1972                                1
1912–20                                         1
1968–87                                         1
1690–1709                                       1
1690–1700                                       1
1828–30                                         1
1940–47                                         1
spring/summer 1914                              1
spring/summer 1983, edition 2015                1
1975–93                                         1
fall/winter 1902                                1
fall/winter 1985                                1
1968–75                                         1
1949–53                                         1
1930–36                                         1
probably mid to late 1960s                      1
1947–54                                         1
1770                                            1
1849–55                                         1
1913–16                                         1
1929–31                                         1
1960–80                                         1
spring/summer 1910                              1
1780–1890                                       1
1920–45                                         1
spring/summer 2009–10                           1
1841–48                                         1
late 1920s to early 1930s                       1
1849–51                                         1
fall/winter 1932                                1
1980–85                                         1
1821–22                                         1
fall/winter 1953                                1
1876–85                                         1
2400 B.C.–A.D. 2000                             1
1922–37                                         1
spring/summer 1901                              1
1924–35                                         1
1839–41                                         1
1970–77                                         1
1865–1970                                       1
December 3, 1910                                1
early 1810s                                     1
1750–59                                         1
1757–59                                         1
fall/winter  1955–56                            1
1910–18                                         1
1809–10                                         1
first quarter 20th cnetury                      1
1890–98                                         1
late 1880s–early 1890s                          1
1943–45                                         1
1785–89                                         1
1870–71                                         1
1850–1965                                       1
late 1810s                                      1
1848–49                                         1
1775–99                                         1
1730–60                                         1
1980s–90s                                       1
first third 18th century                        1
1876–80                                         1
1925–51                                         1
1790                                            1
1806–19                                         1
ca.1987                                         1
1900–50                                         1
1873–76                                         1
ca.1950                                         1
March 1978                                      1
1900–1981                                       1
1905–25                                         1
1963–83                                         1
early to mid-1950s                              1
1830–59                                         1
1845–1940                                       1
1790–1804                                       1
1893–96                                         1
1938–45                                         1
1903–8                                          1
1848–53                                         1
mid to late 19th century                        1
1840–89                                         1
1700–1955                                       1
probably 18th century                           1
ca. 1670                                        1
1800–1804                                       1
1870–1900                                       1
1831–33                                         1
mid-1950s–early 1960s                           1
ca. 2007                                        1
fall/winter 1939                                1
ca.1960                                         1
probably 1920s                                  1
1852–55                                         1
spring/summer 1932                              1
ca. 1903 (?)                                    1
1819–21                                         1
1815–17                                         1
1870–81                                         1
1964–75                                         1
ca. 1810s                                       1
probably 1970s                                  1
57 B.C.–A.D. 935                                1
late 1870s–80s                                  1
1645–55                                         1
1962–75                                         1
1710–20                                         1
1953–65                                         1
1845–95                                         1
1866–70                                         1
1930s (?)                                       1
1978–82                                         1
late 16th century or early 17th century         1
1824–26                                         1
1915–29                                         1
thrid quarter 19th century                      1
1787–92                                         1
1899–1902                                       1
1911–1913                                       1
1919–25                                         1
1900–1939                                       1
1804                                            1
1912–18                                         1
probably mid-1950s                              1
resort 1992                                     1
1830–37                                         1
summer 1917                                     1
1948–55                                         1
2011                                            1
1980–88                                         1
1870–1890                                       1
winter 1957–58                                  1
late 1850s                                      1
1970–80                                         1
fall/winter 2010–11, edition 2017               1
1950–53                                         1
1993–97                                         1
fall/winter 1927–28                             1
winter 1934                                     1
1818                                            1
1814–18                                         1
1900–1906                                       1
1984–87                                         1
1858–63                                         1
1971–80                                         1
early 16th century                              1
1807–17                                         1
1900–1955                                       1
late 1890s–early 1900s                          1
1867–75                                         1
1875–1955                                       1
1831–34                                         1
ca. 2006                                        1
19th or early 20th century                      1
1943–52                                         1
1953–58                                         1
1845–1941                                       1
probably 1960s                                  1
1660–85                                         1
spring/summer 1987, edition 2018                1
1825–37                                         1
1590–1610                                       1
1774–89                                         1
ca. 1834                                        1
1740–80                                         1
1980–90                                         1
fall/winter 1954                                1
1643–1715                                       1
1730–55                                         1
1887–91                                         1
1973–76                                         1
1883–87                                         1
ca. 1784                                        1
1931–33                                         1
1790–1944                                       1
1968–78                                         1
1828–29                                         1
summer 1930                                     1
1775–1925                                       1
1970–80s                                        1
spring/summer 2000, edition 2005                1
1800–1824                                       1
1826–27                                         1
Spring/Summer 1967                              1
1928–31                                         1
1889–91                                         1
fall/winter 1975                                1
2000 B.C.–A.D. 2000                             1
1874–77                                         1
1715–74                                         1
1795–97                                         1
1740–59                                         1
1893–98                                         1
1835–50                                         1
first designed 1925, purchased 1930             1
last half 20th century                          1
1800–1830                                       1
early–late 18th century                         1
winter 1924–25                                  1
ca. 1776                                        1
1791–98                                         1
1785–94                                         1
1700–1947                                       1
1979–81                                         1
1918–28                                         1
1900–1912                                       1
late 1910s–20s                                  1
1730–39                                         1
1874–79                                         1
1924–27                                         1
1905–9                                          1
1830–45                                         1
1850–1944                                       1
1852–62                                         1
1750–55                                         1
pre-fall 2018                                   1
1816–17                                         1
1844–48                                         1
ca. 1616                                        1
1958–64                                         1
1812–18                                         1
spring/summer 1928                              1
1775                                            1
spring/summer 1917                              1
ca. 1630                                        1
1930s–60s                                       1
1929–43                                         1
1700–1739                                       1
1947, copied spring/summer 1969                 1
1733–34                                         1
fall/winter 1984                                1
1864–70                                         1
ca. 1797                                        1
late 1780s                                      1
1796–98                                         1
ca. 1675                                        1
1894–98                                         1
1775–1850                                       1
1904–10                                         1
1939–59                                         1
1930 or 1940s                                   1
1862–66                                         1
1818–30                                         1
1841–46                                         1
1850–89                                         1
ca. 1728                                        1
1853–55                                         1
late 1860s–early 1870s                          1
1854–55                                         1
1831–32                                         1
1570–80                                         1
1806–10                                         1
fall/winter 1937                                1
1894 (?)                                        1
1884–85                                         1
third quarter 17th–19th century                 1
ca. 1924                                        1
mid-1970s (?)                                   1
fourth quarter 20th Century                     1
1836–40                                         1
1938–43                                         1
1950–71                                         1
1100–1459                                       1
1775–1820                                       1
1908–11                                         1
1833–37                                         1
resort 1985                                     1
early 1870s to mid-1870s                        1
1778–80                                         1
fall/winter 1915–16                             1
late 20th Century                               1
fall/winter 1917–18                             1
1721                                            1
1865–1900                                       1
1869–70                                         1
1996–2000                                       1
spring/summer 2000, edition 2017                1
fall/winter 1983–84 or fall/winter 1984–85      1
1560–80                                         1
late 1970s–early 1990s                          1
ca. 1955–59                                     1
1933–45                                         1
1854–57                                         1
1755–85                                         1
1993–99                                         1
1642–1776                                       1
1923–26                                         1
1841–43                                         1
1802                                            1
1765–85                                         1
1923–29                                         1
1847–50                                         1
1368–1644                                       1
early 19th–early 20th century                   1
late 1870s–early 1880s                          1
1830–36                                         1
1864–69                                         1
2007–8                                          1
mid-17th century                                1
1900–1929                                       1
late 1950s and early 1960s                      1
1690–99                                         1
1860s–70s                                       1
probably 1950s                                  1
1835–55                                         1
1807–10                                         1
1940–43                                         1
1725–30                                         1
18th–early 19th century                         1
1976–78                                         1
1862–80                                         1
1860–61                                         1
spring/summer 1897                              1
Third quarter 19th century                      1
1890–1999                                       1
1913–17                                         1
1600–1825                                       1
fall/winter 1976                                1
1900–1965                                       1
1899–1912                                       1
1795–1820                                       1
1895–97                                         1
1947–51                                         1
1776–83                                         1
13th–16th century                               1
1847–51                                         1
2009                                            1
1710                                            1
probably spring 1994                            1
1910–35                                         1
late 1790s                                      1
1760–90                                         1
1800–1924                                       1
1730–70                                         1
1825–39                                         1
1927–31                                         1
1920–35                                         1
1895–1909                                       1
1859–70                                         1
1839–1924                                       1
1980–83                                         1
1795–1815                                       1
1828                                            1
fall/winter 1970                                1
1792                                            1
ca. 1918 (?)                                    1
1854–56                                         1
1786–90                                         1
1984–89                                         1
mid to late 1960s                               1
1850–1875                                       1
fall/winter 1948-49                             1
1860–99                                         1
mid-1820s                                       1
1852–54                                         1
1675–1710                                       1
1630–40                                         1
1770–1885                                       1
1828–32                                         1
1960–74                                         1
1951–55                                         1
1950–97                                         1
1910–16                                         1
last third 19th century                         1
probably 1875–1925                              1
1795–99                                         1
1853–54                                         1
1804–5                                          1
1815–30                                         1
1920–59                                         1
400 B.C.–A.D. 1492                              1
1898–1906                                       1
December 1951                                   1
1949–54                                         1
1845–1937                                       1
1923–35                                         1
ca. 1725                                        1
1913–18                                         1
1900–1935                                       1
ca. 1973                                        1
fall/winter 1926                                1
ca. 1580                                        1
1900–1951                                       1
mid-19th centruy                                1
ca. 1890–93                                     1
1936–78                                         1
1825–29                                         1
1925–49                                         1
1880–1905                                       1
1785–98                                         1
late 1910s–late 1920s (?)                       1
1853–56                                         1
1935–55                                         1
mid-1860s                                       1
1990–94                                         1
1790–1825                                       1
1660–75                                         1
1827–30                                         1
ca. 1840–1916                                   1
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1928–48                                         1
1875–95                                         1
1550–1650                                       1
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late 18th–19th century                          1
1970–76                                         1
1967–85                                         1
1977–80                                         1
winter 2004–5                                   1
1818–19                                         1
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fall/winter 1984–85, edition 2018               1
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1873–77                                         1
1789                                            1
mid-1960s to mid-1980s                          1
1929–32                                         1
1730                                            1
1950–early 1960s                                1
probably 1910–20                                1
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1610–25                                         1
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11th–16th century                               1
1939–41                                         1
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fall/winter 1987–87                             1
1925–46                                         1
1970–87                                         1
1805–9                                          1
early 1960s                                     1
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2010                                            1
1875–1941                                       1
1940–44                                         1
6th–10th century                                1
1852–56                                         1
early 1950s to mid-1960s                        1
late 1950s or early 1960s                       1
1906–10                                         1
1840–90                                         1
1918–21                                         1
late 1820s                                      1
spring/summer 1909                              1
1815–18                                         1
1828–37                                         1
1700–1965                                       1
1700–1720                                       1
1950–1969                                       1
fall 2012 haute couture                         1
probably 1960s                                  1
1730–1739                                       1
ca. 1824                                        1
1787                                            1
ca. 1964                                        1
1996–97                                         1
249–210 B.C.                                    1
1700–1735                                       1
winter 1916–17                                  1
1855–1903                                       1
1955–70                                         1
1919–21                                         1
1644–1911                                       1
1710–74                                         1
1800–1880                                       1
ca. 1774                                        1
mid-19th–early 20th century                     1
1915–37                                         1
1840s (?)                                       1
1775–95                                         1
1838–41                                         1
1750–89                                         1
1985–87                                         1
1890s–1900s                                     1
1710–49                                         1
ca. 1742                                        1
1735–45                                         1
1860s–80s                                       1
Fall 1966                                       1
probably 1950                                   1
ca. 1788                                        1
1954–56                                         1
1866–69                                         1
fall 2015                                       1
1983–86                                         1
1860–96                                         1
1850–52                                         1
late 19th Century                               1
probably mid-1990s                              1
first half 19th century                         1
1875–81                                         1
probably 1970s                                  1
1760–79                                         1
1930s or 1940s                                  1
probably 1943–47                                1
early to mid-1960s                              1
1922–28                                         1
1765–75                                         1
1901–3                                          1
late 1770s                                      1
1950–63                                         1
1922–29                                         1
1835–37                                         1
1920–50                                         1
15th century                                    1
1600–1799                                       1
resort 1988                                     1
1750–60                                         1
late 18th–early 20th century                    1
1900–1999                                       1
1600                                            1
1881–85                                         1
probably fourth quarter 19th century            1
1700–1906                                       1
June 1949                                       1
1857–59                                         1
1875–1910                                       1
1785–87                                         1
1700–1968                                       1
fall/winter 1922–23                             1
1867                                            1
fall 2012                                       1
1984, edition 2018                              1
1978–83                                         1
1820–23                                         1
1845–59                                         1
1969–74                                         1
fall/winter 1983                                1
ca. 1760–70                                     1
1865–79                                         1
1575–1625                                       1
1841–44                                         1
fall 1934                                       1
1852–57                                         1
1900–1972                                       1
1908–29                                         1
fall/winter 1956–1957                           1
fall/winter 1979                                1
ca. 1821                                        1
1854–60                                         1
1907–18                                         1
1840–55                                         1
1883–89                                         1
1892–95                                         1
spring/summer 1942                              1
1863–68                                         1
1762–86                                         1
1967–70                                         1
1858–62                                         1
1895–1938                                       1
1805–8                                          1
ca. 1747; altered 1770s                         1
fall/winter 1910–11                             1
1887–88                                         1
1928–39                                         1
Name: Object Date, Length: 2343, dtype: int64
 

Process Met highlights from Costume Institute missing

# Create a dict first, convert to a dataframe, then doing uniqs to it

# Initialize
dict = {'entity':[],'type':[]}

# Loop over the highlights from Costume Institute that are missing from Wikidata

for index, row in costume_missing_hdf.iterrows():
    # Split each of these on the lines of the pipe character
    if isinstance(row['Artist Display Name'],str): 
        dict['entity'].extend([x.strip() for x in row['Artist Display Name'].split('|')])
    if isinstance(row['Artist Role'],str): 
        dict['type'].extend([x.strip() for x in row['Artist Role'].split('|')])

artist_df = pd.DataFrame(
    {
     'entity': dict['entity'],
     'type'  : dict['type']
    }
)

artist_df.describe()
entity type
count 97 97
unique 65 4
top Yves Saint Laurent Designer
freq 5 59
uniqartists_df = artist_df.drop_duplicates()
uniqartists_df.describe()
entity type
count 68 68
unique 65 4
top Gianni Versace Designer
freq 2 45
uniqartists_df['type'].value_counts()
Designer            45
Design House        18
Manufacturer         4
Department Store     1
Name: type, dtype: int64
uniqartists_df['entity'].value_counts()
Alexander McQueen            2
Gianni Versace               2
Salvatore Ferragamo          2
Marc Jacobs                  1
Claire McCardell             1
Yohji Yamamoto               1
Tom Ford                     1
Weeks                        1
House of Patou               1
House of Chanel              1
John Galliano                1
Hugo Boss                    1
Mariano Fortuny              1
André Courrèges              1
Cristobal Balenciaga         1
Nettie Rosenstein            1
Junya Watanabe               1
Jean Paul Gaultier           1
Comme des Garçons            1
Drécoll                      1
House of Paquin              1
House of Worth               1
Charles Frederick Worth      1
Caroline Reboux              1
Giorgio di Sant'Angelo       1
Yeohlee Teng                 1
Valentina                    1
Madame Grès (Alix Barton)    1
Gucci                        1
Christian Lacroix            1
Charles James                1
Ji Eon Kang                  1
Bill Blass                   1
Vivienne Westwood            1
House of Jacques Fath        1
Fortuny                      1
Bonwit Teller & Co.          1
House of Givenchy            1
Yves Saint Laurent           1
Christian Dior               1
Jacques Fath                 1
Halston                      1
Gabrielle Chanel             1
Emanuel Ungaro               1
Townley Frocks               1
PBM                          1
Yves Saint Laurent, Paris    1
Norma Kamali                 1
H. Harris                    1
F. Scholte                   1
Rudi Gernreich               1
House of Balenciaga          1
Elsa Schiaparelli            1
Hubert de Givenchy           1
Rébè                         1
Edward Molyneux              1
Gilbert Adrian               1
House of Dior                1
Louis Vuitton Co.            1
Louiseboulanger              1
Miguel Adrover               1
Giorgio Armani               1
Mme. Jeanne Paquin           1
James Rosenquist             1
Madeleine Vionnet            1
Name: entity, dtype: int64
# Unique Designers
uniqartists_df[uniqartists_df['type'].str.contains("Designer")]['entity'].drop_duplicates().tolist()
['Valentina',
 'Halston',
 'Ji Eon Kang',
 'Vivienne Westwood',
 'Yeohlee Teng',
 'Christian Lacroix',
 'Jean Paul Gaultier',
 'Yohji Yamamoto',
 'Cristobal Balenciaga',
 'James Rosenquist',
 'Jacques Fath',
 'Weeks',
 'Christian Dior',
 'Gianni Versace',
 'Mariano Fortuny',
 'Charles Frederick Worth',
 'Gabrielle Chanel',
 'Claire McCardell',
 'Edward Molyneux',
 'André Courrèges',
 'Hubert de Givenchy',
 'Madame Grès (Alix Barton)',
 'Yves Saint Laurent',
 'Charles James',
 'Rudi Gernreich',
 'Elsa Schiaparelli',
 "Giorgio di Sant'Angelo",
 'Marc Jacobs',
 'Norma Kamali',
 'Gilbert Adrian',
 'H. Harris',
 'F. Scholte',
 'John Galliano',
 'Salvatore Ferragamo',
 'Junya Watanabe',
 'Bill Blass',
 'Louiseboulanger',
 'Madeleine Vionnet',
 'Emanuel Ungaro',
 'Nettie Rosenstein',
 'Mme. Jeanne Paquin',
 'Giorgio Armani',
 'Tom Ford',
 'Alexander McQueen',
 'Miguel Adrover']
# Unique Design Houses
uniqartists_df[uniqartists_df['type'].str.contains("Design House")].drop_duplicates()
entity type
6 House of Patou Design House
10 House of Balenciaga Design House
14 House of Jacques Fath Design House
19 House of Dior Design House
21 Gianni Versace Design House
23 Fortuny Design House
25 House of Worth Design House
27 House of Chanel Design House
33 House of Givenchy Design House
36 Yves Saint Laurent, Paris Design House
40 Caroline Reboux Design House
45 Louis Vuitton Co. Design House
56 Drécoll Design House
65 Salvatore Ferragamo Design House
67 Comme des Garçons Design House
86 House of Paquin Design House
89 Gucci Design House
91 Alexander McQueen Design House
# Unique Manufacturers
uniqartists_df[uniqartists_df['type'].str.contains("Manufacturer")].drop_duplicates()
entity type
12 Hugo Boss Manufacturer
29 Townley Frocks Manufacturer
53 Rébè Manufacturer
70 PBM Manufacturer
costume_missing_hdf['Object Name'].value_counts()
Evening dress       17
Dress               10
Ensemble             9
Ball gown            5
Evening ensemble     4
Suit                 4
Cape                 3
Coat                 1
Chadri               1
Evening suit         1
Jacket               1
Jumpsuit             1
Opera coat           1
Evening blouse       1
Coatdress            1
Sandals              1
Caftan               1
Pantsuit             1
Name: Object Name, dtype: int64

Process missing Costume Institute items

# Load proper crosswalk databases from Google Sheets

# Dict of URLs
met_crosswalk_url = {
    'Designer'     : 'https://docs.google.com/spreadsheets/d/1chojwnGt6dVWJJKBX9x-m_9zfmrL1QZ7I2LsSUABxSA/export?format=csv&id=1chojwnGt6dVWJJKBX9x-m_9zfmrL1QZ7I2LsSUABxSA&gid=2289626',
    'Manufacturer' : 'https://docs.google.com/spreadsheets/d/1chojwnGt6dVWJJKBX9x-m_9zfmrL1QZ7I2LsSUABxSA/export?format=csv&id=1chojwnGt6dVWJJKBX9x-m_9zfmrL1QZ7I2LsSUABxSA&gid=1005846001',
    'Design House' : 'https://docs.google.com/spreadsheets/d/1chojwnGt6dVWJJKBX9x-m_9zfmrL1QZ7I2LsSUABxSA/export?format=csv&id=1chojwnGt6dVWJJKBX9x-m_9zfmrL1QZ7I2LsSUABxSA&gid=1738047805',
    'Object Name'  : 'https://docs.google.com/spreadsheets/d/1WmXW2CjlLidcUXzahQsB3HjUVvECns4xDyIt-Hw-jW8/export?format=csv&id=1WmXW2CjlLidcUXzahQsB3HjUVvECns4xDyIt-Hw-jW8&gid=0',
    'Department Store' : ''
}

met_crosswalk_dfdict = {
    'Designer'     : pd.read_csv(met_crosswalk_url['Designer'], header=0, usecols=["Designer", "QID"]),
    'Manufacturer' : pd.read_csv(met_crosswalk_url['Manufacturer'], header=0, usecols=["Manufacturer", "QID"]),
    'Design House' : pd.read_csv(met_crosswalk_url['Design House'], header=0, usecols=["Design House", "QID"]),
    'Object Name'  : pd.read_csv(met_crosswalk_url['Object Name'], header=0, usecols=["Object Name", "QID", "extrastatement", "extraqualifier"]),
    'Department Store' : None
}

met_crosswalk_qs = {
    'Designer'     : '{}\tP287\t{}',
    'Manufacturer' : '{}\tP176\t{}',
    'Design House' : '{}\tP170\t{}\tP3831\tQ3661311',
    'Object Name'  : '{}\tP31\t{}',
    'Department Store' : ''
}

#test = pd.read_csv(met_crosswalk_designer_url, 
#    header=0,
#    usecols=["Designer", "QID"])
#test.head(5)

# met_crosswalk_dfdict['Design House']
import re

# Format Object Name, captialized from Met, to downcased in the description
#   Also handle if it's semicolon like "Drawing; Photograph" -> "drawing; photograph"

# Original downcase function which was fancy. Probably just need to downcase the whole thing
downcasefunc = lambda s: re.sub(r'; ', r'/', s.lower()) if isinstance(s, str) else 'object'

# Format Artist Display Name, but if it is blank/NaN from the Met, return empty string
# TK - Maybe add " at the Met Museum" if there is no artist?
artistfunc = lambda s: ' by ' + s if isinstance(s, str) else ''

datestring_template = '+{}-00-00T00:00:00Z/9'

for index, row in costume_missing_hdf.iterrows():
    print ('CREATE')

    # Met Object ID
    print ('LAST\tP3634\t"{0}"'.format(row['Object ID']))

    # Label
    print ('LAST\tLen\t"{0}"'.format(row['Title']))

    # Location
    print ('LAST\tP276\t{0}'.format('Q160236'))

    # Collection and inventory number
    print ('LAST\tP195\t{0}\tP217\t"{1}"\tP2868\tQ29188408'.format('Q160236',row['Object Number']))
    print ('LAST\tP217\t"{0}"\tP195\t{1}'.format(row['Object Number'],'Q160236'))

    
    # Add Costume Institute
    # FIX: Should do this by lookup into crosswalk based on "Department" column
    print ('LAST\t{}\t{}\t{}\t{}'.format(collection_prop, costumeinstitute_qid, statedin_prop, met_qid))

    # Commons compatible image - P4765
    # Need to look it up via the API
    # if row['Is Public Domain']: print ('LAST\tP4765\t{0}'.format('INSERTPDIMAGE'))

    
    # Convert Artist Display Name and Artist Role

    # From two strings:
    # Bill Blass|PBM|Bonwit Teller & Co.
    # Designer|Manufacturer|Department Store

    # To one dict with key/value pairs:
    # {'Bill Blass': 'Designer', 'PBM': 'Manufacturer', 'Bonwit Teller & Co.': 'Department Store'}

    artist_dict = {}
    entity_list = []
    type_list   = []
    
    # Split each of these fields via the pipe character
    if isinstance(row['Artist Display Name'],str): 
        entity_list.extend([x.strip() for x in row['Artist Display Name'].split('|')])
    if isinstance(row['Artist Role'],str): 
        type_list.extend([x.strip() for x in row['Artist Role'].split('|')])

    # May want sanity check to make sure the two lists are same length
    artist_dict = {key:value for key, value in zip(entity_list, type_list)}
    
    for entity, type in artist_dict.items():
        # DEBUG DIAGNOSTIC print
        # eg. Cristobal Balenciaga:Designer
        #     House of Balenciaga:Design House
        # print ("{}:{}".format(entity, type))

        # Make code easier to read by using shorter name for the 
        # appropriate crosswalk dataframe, using shallow copy

        if met_crosswalk_dfdict[type] is None:
            continue   # The dict doesn't have anything for this type ie. Department Store
        else:
            cw_df = met_crosswalk_dfdict[type].copy(deep=False)
        
        # Lookup
        entity_q = cw_df[cw_df[type].str.match('^'+re.escape(entity)+'$')][['QID']].iat[0,0]
        if isinstance(entity_q,str):
            # Generate Quickstatement via the string formatting pattern in the dict, 
            # and use LAST as item
            print (met_crosswalk_qs[type].format('LAST',entity_q))        

    # Remove duplicates, like YSL|YSL
    entity_list = list(set(entity_list))  
    
    # Description, using object name, list of designers/manufacturers/etc and (MET accession number)
    print ('LAST\tDen\t"{0}{1} (MET, {2})"'.format(
        downcasefunc(row['Object Name']),  
        ' by '+', '.join(entity_list),
        row['Object Number'])
    )

    # instance of
    type   = 'Object Name'
    entity = row['Object Name']
    # print ('entity: {}'.format(entity))

    cw_df = met_crosswalk_dfdict[type].copy(deep=False)
        
    # Lookup instance info in crosswalk
    entity_q = cw_df[cw_df[type].str.match(u'^'+re.escape(entity)+'$')][['QID']].iat[0,0]
    entity_extrastatement_q = cw_df[cw_df[type].str.match('^'+entity+'$')][['extrastatement']].iat[0,0]

    if isinstance(entity_q,str):
        # Generate Quickstatement via the string formatting pattern in the dict, 
        # and use LAST as item
        print (met_crosswalk_qs[type].format('LAST',entity_q))
        if isinstance(entity_extrastatement_q,str):
            print (met_crosswalk_qs[type].format('LAST',entity_extrastatement_q))

            
            
    # inception
    yearpattern = re.compile('^(ca. |[a-zA-Z/]+ )*([0-9]+)(-[0-9]+)*$')
    seasonpattern = re.compile('^([Ss]pring|[Ss]ummer|[Ff]all|[Ww]inter)')

    foundyear = None
    objectdate = row['Object Date']
    print (objectdate)

    # Start a list to build up the QS
    inceptionlist = []
    inceptionlist.append('{}\t{}\t'.format('LAST','P571'))
    
    yearmatch = yearpattern.search(objectdate)
    if yearmatch:
        if (yearmatch.group(1) == 'ca. '):
            print ('circa!')
            foundyear = yearmatch.group(2)
            # add sourcing circumstances as circa
            # P1480:Q5727902
        elif (yearmatch.group(3)):
            print ('Range: ',yearmatch.group(3))
        else: 
            seasonmatch = seasonpattern.match(yearmatch.group(1))
            if seasonmatch:
                print ('found a season: '+seasonmatch.group(1))

            foundyear = yearmatch.group(2)

        inceptionlist.append(datestring_template.format(foundyear))
        print (''.join(inceptionlist))
CREATE
LAST	P3634	"79142"
LAST	Len	"Evening dress"
LAST	P276	Q160236
LAST	P195	Q160236	P217	"1995.245.1"	P2868	Q29188408
LAST	P217	"1995.245.1"	P195	Q160236
LAST	P195	Q67087093	S248	Q160236
LAST	P287	Q4407601
LAST	Den	"evening dress by Valentina (MET, 1995.245.1)"
LAST	P31	Q2144456
LAST	P31	Q1908472
ca. 1934
circa!
LAST	P571	+1934-00-00T00:00:00Z/9
CREATE
LAST	P3634	"79269"
LAST	Len	"Evening dress"
LAST	P276	Q160236
LAST	P195	Q160236	P217	"1996.480.3"	P2868	Q29188408
LAST	P217	"1996.480.3"	P195	Q160236
LAST	P195	Q67087093	S248	Q160236
LAST	P287	Q456243
LAST	Den	"evening dress by Halston (MET, 1996.480.3)"
LAST	P31	Q2144456
LAST	P31	Q1908472
ca. 1978
circa!
LAST	P571	+1978-00-00T00:00:00Z/9
CREATE
LAST	P3634	"79585"
LAST	Len	"Dress"
LAST	P276	Q160236
LAST	P195	Q160236	P217	"1997.250.6"	P2868	Q29188408
LAST	P217	"1997.250.6"	P195	Q160236
LAST	P195	Q67087093	S248	Q160236
LAST	P287	Q67137189
LAST	Den	"dress by Ji Eon Kang (MET, 1997.250.6)"
LAST	P31	Q200539
spring/summer 1997
found a season: spring
LAST	P571	+1997-00-00T00:00:00Z/9
CREATE
LAST	P3634	"79778"
LAST	Len	""The Souper Dress""
LAST	P276	Q160236
LAST	P195	Q160236	P217	"1995.178.3"	P2868	Q29188408
LAST	P217	"1995.178.3"	P195	Q160236
LAST	P195	Q67087093	S248	Q160236
LAST	Den	"dress by  (MET, 1995.178.3)"
LAST	P31	Q200539
1966–67
CREATE
LAST	P3634	"79884"
LAST	Len	""On Liberty""
LAST	P276	Q160236
LAST	P195	Q160236	P217	"1995.213a–h"	P2868	Q29188408
LAST	P217	"1995.213a–h"	P195	Q160236
LAST	P195	Q67087093	S248	Q160236
LAST	P287	Q158067
LAST	Den	"suit by Vivienne Westwood (MET, 1995.213a–h)"
LAST	P31	Q614806
fall/winter 1994–95
CREATE
LAST	P3634	"80208"
LAST	Len	"Cape"
LAST	P276	Q160236
LAST	P195	Q160236	P217	"1995.72.7"	P2868	Q29188408
LAST	P217	"1995.72.7"	P195	Q160236
LAST	P195	Q67087093	S248	Q160236
LAST	P287	Q8052423
LAST	Den	"cape by Yeohlee Teng (MET, 1995.72.7)"
LAST	P31	Q1034198
fall/winter 1993–94
CREATE
LAST	P3634	"80378"
LAST	Len	"Evening dress"
LAST	P276	Q160236
LAST	P195	Q160236	P217	"1994.278"	P2868	Q29188408
LAST	P217	"1994.278"	P195	Q160236
LAST	P195	Q67087093	S248	Q160236
LAST	P287	Q350844
LAST	P170	Q3173864	P3831	Q3661311
LAST	Den	"evening dress by Christian Lacroix, House of Patou (MET, 1994.278)"
LAST	P31	Q2144456
LAST	P31	Q1908472
spring/summer 1987
found a season: spring
LAST	P571	+1987-00-00T00:00:00Z/9
CREATE
LAST	P3634	"80547"
LAST	Len	"Ensemble"
LAST	P276	Q160236
LAST	P195	Q160236	P217	"1994.578.3a, b"	P2868	Q29188408
LAST	P217	"1994.578.3a, b"	P195	Q160236
LAST	P195	Q67087093	S248	Q160236
LAST	P287	Q242868
LAST	Den	"ensemble by Jean Paul Gaultier (MET, 1994.578.3a, b)"
LAST	P31	Q1497375
1994
---------------------------------------------------------------------------
TypeError                                 Traceback (most recent call last)
<ipython-input-214-d1164c13b3a7> in <module>
    132             print ('Range: ',yearmatch.group(3))
    133         else:
--> 134             seasonmatch = seasonpattern.match(yearmatch.group(1))
    135             if seasonmatch:
    136                 print ('found a season: '+seasonmatch.group(1))

TypeError: expected string or bytes-like object
entity_list
['Charles James']
# TEST

type='Designer'
entity='Madame Grès (Alix Barton)'
#met_crosswalk_dfdict[type][met_crosswalk_dfdict[type][type].str.match(entity)]['QID']

cw_df = met_crosswalk_dfdict[type].copy(deep=False)
#cw_df[cw_df[type].str.(entity)][['QID']].iat[0,0]

cw_df[cw_df[type].str.match('^'+re.escape(entity)+'$')][['QID']]
QID
4 Q467847
costume_hlist = costume_present_hdf['Object ID'].tolist()

costume_hstring = ' '.join('"' + str(item) + '"' for item in costume_hlist)
costume_hstring
'"79048" "79091" "79101" "79220" "79893" "80591" "81100" "81105" "81107" "81108" "81110" "81113" "81119" "81123" "81127" "81130" "81132" "81134" "81135" "81136" "81137" "81138" "81139" "81168" "81558" "81754" "81781" "82103" "82426" "82433" "82879" "82880" "83605" "88206" "95534" "96434" "107375" "107620"'
query = '''
SELECT ?item ?metid WHERE { 
  VALUES ?metid { %s } 
  ?item wdt:P3634 ?metid .
}
'''
query = query % hstring

data = requests.post(wikidata_api_url, data={'query': query, 'format': 'json'}).json()

resultarray = []
for item in data['results']['bindings']:
    resultarray.append({
        'qid':   int(item['item']['value'].replace('http://www.wikidata.org/entity/Q','')),
        'metid': int(item['metid']['value']),
    })
costume_missing_hdf[['Object ID','Classification','Object Name','Artist Display Name','Artist Role','Dimensions','Is Public Domain']]
Object ID Classification Object Name Artist Display Name Artist Role Dimensions Is Public Domain
65706 79142 NaN Evening dress Valentina Designer NaN False
65822 79269 NaN Evening dress Halston Designer NaN False
66114 79585 NaN Dress Ji Eon Kang Designer NaN False
66299 79778 NaN Dress NaN NaN NaN False
66378 79884 NaN Suit Vivienne Westwood Designer NaN False
66654 80208 NaN Cape Yeohlee Teng Designer NaN False
66801 80378 NaN Evening dress Christian Lacroix|House of Patou Designer|Design House NaN False
66954 80547 NaN Ensemble Jean Paul Gaultier Designer NaN False
67158 80790 NaN Dress Yohji Yamamoto Designer NaN False
67198 80840 NaN Evening dress Cristobal Balenciaga|House of Balenciaga Designer|Design House NaN False
67264 80911 NaN Ensemble James Rosenquist|Hugo Boss Designer|Manufacturer NaN False
67424 81101 NaN Evening dress Jacques Fath|House of Jacques Fath Designer|Design House NaN False
67425 81102 NaN Ball gown Cristobal Balenciaga|House of Balenciaga Designer|Design House NaN False
67426 81103 NaN Evening dress Weeks Designer NaN False
67427 81104 NaN Ball gown Christian Dior|House of Dior Designer|Design House NaN False
67429 81106 NaN Evening dress Gianni Versace|Gianni Versace Designer|Design House NaN False
67434 81111 NaN Caftan Mariano Fortuny|Fortuny Designer|Design House NaN False
67435 81112 NaN Ball gown Charles Frederick Worth|House of Worth Designer|Design House NaN True
67437 81114 NaN Coat Gabrielle Chanel|House of Chanel Designer|Design House NaN False
67438 81115 NaN Evening dress Claire McCardell|Townley Frocks Designer|Manufacturer NaN False
67439 81116 NaN Evening dress Edward Molyneux Designer NaN False
67441 81118 NaN Coatdress André Courrèges Designer NaN False
67444 81121 NaN Ensemble Hubert de Givenchy|House of Givenchy Designer|Design House NaN False
67445 81122 NaN Evening dress Madame Grès (Alix Barton) Designer NaN False
67447 81124 NaN Evening dress Yves Saint Laurent|Yves Saint Laurent, Paris Designer|Design House NaN False
67448 81125 NaN Suit Charles James Designer NaN False
67451 81128 NaN Chadri NaN NaN NaN False
67454 81131 NaN Suit Gabrielle Chanel|House of Chanel Designer|Design House NaN False
67463 81140 NaN Cape Caroline Reboux Design House NaN False
67464 81141 NaN Ensemble Rudi Gernreich Designer NaN False
67465 81142 NaN Cape Elsa Schiaparelli Designer NaN False
67466 81143 NaN Dress Giorgio di Sant'Angelo Designer NaN False
67686 81387 NaN Ensemble Marc Jacobs|Louis Vuitton Co. Designer|Design House NaN False
67752 81453 NaN Evening ensemble Norma Kamali Designer NaN False
67759 81460 NaN Jacket Christian Dior|House of Dior Designer|Design House NaN False
67766 81468 NaN Evening dress Hubert de Givenchy|House of Givenchy Designer|Design House NaN False
67770 81472 NaN Dress Cristobal Balenciaga|House of Balenciaga Designer|Design House NaN False
67774 81476 NaN Evening dress Rébè|Yves Saint Laurent|House of Dior Manufacturer|Designer|Design House NaN False
67778 81480 NaN Dress Drécoll Design House NaN False
67788 81490 NaN Evening ensemble Gabrielle Chanel|House of Chanel Designer|Design House NaN False
67949 81678 NaN Evening dress Charles James Designer NaN False
67959 81692 NaN Evening ensemble Gilbert Adrian Designer NaN False
68176 82105 NaN Evening dress House of Worth Design House NaN False
68237 82170 NaN Evening suit H. Harris|F. Scholte Designer|Designer NaN False
68308 82419 NaN Ensemble John Galliano|House of Dior Designer|Design House NaN False
68327 82443 NaN Sandals Salvatore Ferragamo|Salvatore Ferragamo Design House|Designer NaN False
68641 82981 NaN Ensemble Comme des Garçons|Junya Watanabe Design House|Designer NaN False
68707 83175 NaN Suit Bill Blass|PBM|Bonwit Teller & Co. Designer|Manufacturer|Department Store NaN False
68711 83179 NaN Evening blouse Elsa Schiaparelli|Bonwit Teller & Co. Designer|Department Store NaN False
68725 83209 NaN Evening dress Louiseboulanger Designer NaN False
68750 83234 NaN Ball gown Christian Dior|House of Dior Designer|Design House NaN False
68758 83242 NaN Pantsuit Yves Saint Laurent|Yves Saint Laurent, Paris Designer|Design House NaN False
68765 83250 NaN Evening dress Gianni Versace|Gianni Versace Designer|Design House NaN False
68774 83259 NaN Evening dress Madeleine Vionnet Designer NaN False
68909 83442 NaN Dress Yves Saint Laurent|Yves Saint Laurent, Paris Designer|Design House NaN False
68910 83443 NaN Ensemble Emanuel Ungaro Designer NaN False
69306 84034 NaN Ensemble Nettie Rosenstein Designer NaN False
71104 87016 NaN Opera coat House of Paquin|Mme. Jeanne Paquin Design House|Designer NaN False
71130 87370 NaN Jumpsuit Giorgio Armani Designer NaN False
71171 87613 NaN Dress Gucci|Tom Ford Design House|Designer NaN False
71387 88645 NaN Dress Alexander McQueen|Alexander McQueen Design House|Designer NaN False
80962 112900 NaN Dress Miguel Adrover Designer NaN False
87259 130481 NaN Evening ensemble Yves Saint Laurent|Yves Saint Laurent, Paris Designer|Design House NaN False
91890 159388 NaN Ball gown Charles James Designer NaN False
# missing_hdf.loc[lambda missing_hdf: missing_hdf['Object ID'] == 342288]
pd_missing_hdf.info()
<class 'pandas.core.frame.DataFrame'>
Int64Index: 46 entries, 18660 to 492602
Data columns (total 44 columns):
Object Number              46 non-null object
Is Highlight               46 non-null bool
Is Public Domain           46 non-null bool
Object ID                  46 non-null int64
Department                 46 non-null object
Object Name                21 non-null object
Title                      46 non-null object
Culture                    21 non-null object
Period                     1 non-null object
Dynasty                    0 non-null object
Reign                      0 non-null object
Portfolio                  0 non-null object
Artist Role                29 non-null object
Artist Prefix              1 non-null object
Artist Display Name        29 non-null object
Artist Display Bio         16 non-null object
Artist Suffix              0 non-null object
Artist Alpha Sort          29 non-null object
Artist Nationality         3 non-null object
Artist Begin Date          20 non-null object
Artist End Date            20 non-null object
Object Date                46 non-null object
Object Begin Date          46 non-null int64
Object End Date            46 non-null int64
Medium                     21 non-null object
Dimensions                 46 non-null object
Credit Line                30 non-null object
Geography Type             0 non-null object
City                       26 non-null object
State                      0 non-null object
County                     7 non-null object
Country                    33 non-null object
Region                     1 non-null object
Subregion                  0 non-null object
Locale                     0 non-null object
Locus                      0 non-null object
Excavation                 0 non-null object
River                      1 non-null object
Classification             21 non-null object
Rights and Reproduction    0 non-null object
Link Resource              46 non-null object
Metadata Date              46 non-null object
Repository                 46 non-null object
Tags                       20 non-null object
dtypes: bool(2), int64(3), object(39)
memory usage: 15.5+ KB
missing_hdf[missing_hdf['Department'].str.contains('Costume')][['Object ID','Classification','Object Name','Artist Display Name','Artist Role','Object Date','Object Begin Date','Object End Date','Dimensions','Tags']]
Object ID Classification Object Name Artist Display Name Artist Role Object Date Object Begin Date Object End Date Dimensions Tags
66997 79142 NaN Evening dress Valentina Designer ca. 1934 1929 1939 NaN Dresses
67113 79269 NaN Evening dress Halston Designer ca. 1978 1973 1983 NaN Dresses
67405 79585 NaN Dress Ji Eon Kang Designer spring/summer 1997 1997 1997 NaN Dresses
67590 79778 NaN Dress NaN NaN 1966–67 1966 1967 NaN Dresses
67669 79884 NaN Suit Vivienne Westwood Designer fall/winter 1994–95 1994 1995 NaN NaN
67945 80208 NaN Cape Yeohlee Teng Designer fall/winter 1993–94 1993 1994 NaN NaN
68092 80378 NaN Evening dress Christian Lacroix|House of Patou Designer|Design House spring/summer 1987 1987 1987 NaN Dresses
68245 80547 NaN Ensemble Jean Paul Gaultier Designer 1994 1994 1994 NaN NaN
68449 80790 NaN Dress Yohji Yamamoto Designer spring/summer 1993 1993 1993 NaN Dresses
68489 80840 NaN Evening dress Cristobal Balenciaga|House of Balenciaga Designer|Design House 1951 1951 1951 NaN Dresses
68555 80911 NaN Ensemble James Rosenquist|Hugo Boss Designer|Manufacturer spring/summer 1998 1998 1998 NaN NaN
68715 81101 NaN Evening dress Jacques Fath|House of Jacques Fath Designer|Design House spring/summer 1947 1947 1947 NaN Dresses
68716 81102 NaN Ball gown Cristobal Balenciaga|House of Balenciaga Designer|Design House spring/summer 1948 1948 1948 NaN Dresses
68717 81103 NaN Evening dress Weeks Designer ca. 1911 1911 1911 NaN Dresses
68718 81104 NaN Ball gown Christian Dior|House of Dior Designer|Design House spring/summer 1953 1953 1953 NaN Dresses
68720 81106 NaN Evening dress Gianni Versace|Gianni Versace Designer|Design House fall/winter 1991–92 1991 1992 NaN Dresses
68725 81111 NaN Caftan Mariano Fortuny|Fortuny Designer|Design House ca. 1930 1925 1935 NaN NaN
68726 81112 NaN Ball gown Charles Frederick Worth|House of Worth Designer|Design House ca. 1872 1867 1877 NaN Dresses
68728 81114 NaN Coat Gabrielle Chanel|House of Chanel Designer|Design House ca. 1927 1922 1932 NaN NaN
68729 81115 NaN Evening dress Claire McCardell|Townley Frocks Designer|Manufacturer 1950 1950 1950 NaN Dresses
68730 81116 NaN Evening dress Edward Molyneux Designer 1926–27 1926 1927 NaN Dresses
68732 81118 NaN Coatdress André Courrèges Designer 1965 1965 1965 NaN Dresses
68735 81121 NaN Ensemble Hubert de Givenchy|House of Givenchy Designer|Design House fall/winter 1963–64 1963 1964 NaN NaN
68736 81122 NaN Evening dress Madame Grès (Alix Barton) Designer 1958 1958 1958 NaN Dresses
68738 81124 NaN Evening dress Yves Saint Laurent|Yves Saint Laurent, Paris Designer|Design House fall/winter 1969–70 1969 1970 NaN Dresses
68739 81125 NaN Suit Charles James Designer 1951 1951 1951 NaN NaN
68742 81128 NaN Chadri NaN NaN 20th century 1900 1972 NaN NaN
68745 81131 NaN Suit Gabrielle Chanel|House of Chanel Designer|Design House 1938 1938 1938 NaN NaN
68754 81140 NaN Cape Caroline Reboux Design House 1920s 1920 1929 NaN NaN
68755 81141 NaN Ensemble Rudi Gernreich Designer 1967 1967 1967 NaN Dresses
68756 81142 NaN Cape Elsa Schiaparelli Designer winter 1938–39 1938 1939 NaN Apollo|Horses|Chariots
68757 81143 NaN Dress Giorgio di Sant'Angelo Designer spring/summer 1971 1971 1971 NaN Dresses
68977 81387 NaN Ensemble Marc Jacobs|Louis Vuitton Co. Designer|Design House fall/winter 1998–99 1998 1999 NaN NaN
69043 81453 NaN Evening ensemble Norma Kamali Designer 1977 1977 1977 NaN NaN
69050 81460 NaN Jacket Christian Dior|House of Dior Designer|Design House spring/summer 1947 1947 1947 NaN NaN
69057 81468 NaN Evening dress Hubert de Givenchy|House of Givenchy Designer|Design House 1968–69 1968 1969 NaN Dresses
69061 81472 NaN Dress Cristobal Balenciaga|House of Balenciaga Designer|Design House 1960–64 1960 1964 NaN Dresses
69065 81476 NaN Evening dress Rébè|Yves Saint Laurent|House of Dior Manufacturer|Designer|Design House spring/summer 1958 1958 1958 NaN Dresses
69069 81480 NaN Dress Drécoll Design House ca. 1924 1919 1929 NaN Dresses
69079 81490 NaN Evening ensemble Gabrielle Chanel|House of Chanel Designer|Design House 1933–35 1933 1935 NaN NaN
69240 81678 NaN Evening dress Charles James Designer 1953 1953 1953 NaN Dresses
69250 81692 NaN Evening ensemble Gilbert Adrian Designer 1945 1945 1945 NaN NaN
69467 82105 NaN Evening dress House of Worth Design House 1925 1925 1925 NaN Dresses
69528 82170 NaN Evening suit H. Harris|F. Scholte Designer|Designer 1938–65 1938 1965 NaN NaN
69599 82419 NaN Ensemble John Galliano|House of Dior Designer|Design House spring/summer 1998 1998 1998 NaN NaN
69618 82443 NaN Sandals Salvatore Ferragamo|Salvatore Ferragamo Design House|Designer 1938 1938 1938 NaN NaN
69620 82446 NaN Corset NaN NaN mid-20th century 1925 1975 NaN NaN
69933 82981 NaN Ensemble Comme des Garçons|Junya Watanabe Design House|Designer fall/winter 2000–2001 2000 2001 NaN Dresses
69999 83175 NaN Suit Bill Blass|PBM|Bonwit Teller & Co. Designer|Manufacturer|Department Store late 1960s 1965 1969 NaN NaN
70003 83179 NaN Evening blouse Elsa Schiaparelli|Bonwit Teller & Co. Designer|Department Store 1940–45 1940 1945 NaN NaN
70017 83209 NaN Evening dress Louiseboulanger Designer 1928 1928 1928 NaN Dresses
70042 83234 NaN Ball gown Christian Dior|House of Dior Designer|Design House fall/winter 1949–50 1949 1950 NaN Dresses
70050 83242 NaN Pantsuit Yves Saint Laurent|Yves Saint Laurent, Paris Designer|Design House spring/summer 1970 1970 1970 NaN NaN
70057 83250 NaN Evening dress Gianni Versace|Gianni Versace Designer|Design House spring/summer 1991 1991 1991 NaN Dresses
70066 83259 NaN Evening dress Madeleine Vionnet Designer spring/summer 1938 1938 1938 NaN Dresses
70201 83442 NaN Dress Yves Saint Laurent|Yves Saint Laurent, Paris Designer|Design House fall/winter 1965–66 1965 1966 NaN Dresses
70202 83443 NaN Ensemble Emanuel Ungaro Designer 1967 1967 1967 NaN NaN
70598 84034 NaN Ensemble Nettie Rosenstein Designer 1945 1945 1945 NaN NaN
72396 87016 NaN Opera coat House of Paquin|Mme. Jeanne Paquin Design House|Designer 1912 1912 1912 NaN NaN
72422 87370 NaN Jumpsuit Giorgio Armani Designer fall/winter 2002–3 2002 2003 NaN NaN
72463 87613 NaN Dress Gucci|Tom Ford Design House|Designer spring/summer 2003 2003 2003 NaN Dresses
72679 88645 NaN Dress Alexander McQueen|Alexander McQueen Design House|Designer spring/summer 2003 2003 2003 NaN Dresses
82254 112900 NaN Dress Miguel Adrover Designer 2000 2000 2000 NaN Dresses
88552 130481 NaN Evening ensemble Yves Saint Laurent|Yves Saint Laurent, Paris Designer|Design House fall/winter 1983–84 1983 1984 NaN NaN
93195 159388 NaN Ball gown Charles James Designer 1955 1955 1955 NaN Dresses
from IPython.display import Image, display
# import requests_cache


imagelist = []
for index, row in pd_missing_hdf.iterrows():
    print (index)
    data = requests.get(met_api_url+str(row['Object ID'])).json()

    if 'primaryImageSmall' in data:
        print (data['objectID'])
        if data['primaryImageSmall']:
            print (data['primaryImageSmall'])
            imagelist.append(data['primaryImageSmall'])

#    if data['additionalImages']:
#        for item in data['additionalImages']:
#            print ('    '+item)
18660
22871
https://images.metmuseum.org/CRDImages/aa/web-large/DP215265.jpg
18992
23205
https://images.metmuseum.org/CRDImages/aa/web-large/LC-29_154_3-001.jpg
100399
187784
https://images.metmuseum.org/CRDImages/es/web-large/DP104584.jpg
108432
196439
https://images.metmuseum.org/CRDImages/es/web-large/DP-14939-002.jpg
191712
310870
https://images.metmuseum.org/CRDImages/ao/web-large/DT1236.jpg
193023
312231
https://images.metmuseum.org/CRDImages/ao/web-large/DT1216.jpg
194432
313780
https://images.metmuseum.org/CRDImages/ao/web-large/DP294667.jpg
194664
314034
https://images.metmuseum.org/CRDImages/ao/web-large/DT1244.jpg
195329
314704
https://images.metmuseum.org/CRDImages/ao/web-large/DT1219.jpg
198389
317792
https://images.metmuseum.org/CRDImages/ao/web-large/DP285728.jpg
199763
320053
https://images.metmuseum.org/CRDImages/ao/web-large/DP351868.jpg
346143
500605
https://images.metmuseum.org/CRDImages/mi/web-large/DP219344.jpg
346175
500637
https://images.metmuseum.org/CRDImages/mi/web-large/DP216549.jpg
346245
500709
https://images.metmuseum.org/CRDImages/mi/web-large/MI89.4.163.jpg
346272
500736
https://images.metmuseum.org/CRDImages/mi/web-large/mi89.4.154.R.jpg
346318
500782
https://images.metmuseum.org/CRDImages/mi/web-large/mi89.4.213.R.jpg
346460
500928
https://images.metmuseum.org/CRDImages/mi/web-large/DP302694.jpg
346638
501109
https://images.metmuseum.org/CRDImages/mi/web-large/DP302664.jpg
346740
501213
https://images.metmuseum.org/CRDImages/mi/web-large/DP158910a.jpg
346754
501227
https://images.metmuseum.org/CRDImages/mi/web-large/DP168365.jpg
347060
501536
https://images.metmuseum.org/CRDImages/mi/web-large/mi89.4.926.AV1.jpg
414523
680379
https://images.metmuseum.org/CRDImages/li/web-large/DP345035.jpg
453534
739518
https://images.metmuseum.org/CRDImages/li/web-large/b1240450_001.jpg
460085
749358
https://images.metmuseum.org/CRDImages/li/web-large/b1714077_01_001.jpg
460088
749368
https://images.metmuseum.org/CRDImages/li/web-large/b1714077_02_001.jpg
464664
755011
https://images.metmuseum.org/CRDImages/li/web-large/b1120569_001.jpg
465169
755786
https://images.metmuseum.org/CRDImages/li/web-large/b1152364_002.jpg
472946
769306
https://images.metmuseum.org/CRDImages/li/web-large/b1374401_002.jpg
484937
787771
https://images.metmuseum.org/CRDImages/li/web-large/b1072822_001.jpg
486224
811179
https://images.metmuseum.org/CRDImages/li/web-large/b1456400_05_001.jpg
486227
811182
https://images.metmuseum.org/CRDImages/li/web-large/b1086151_001.jpg
488053
813854
https://images.metmuseum.org/CRDImages/li/web-large/b1201444_001.jpg
488206
814025
https://images.metmuseum.org/CRDImages/li/web-large/b1960820_001_TP.jpg
489132
815475
https://images.metmuseum.org/CRDImages/li/web-large/b1027020_001.jpg
490481
818177
https://images.metmuseum.org/CRDImages/li/web-large/b1811554_001.jpg
491754
820544
https://images.metmuseum.org/CRDImages/li/web-large/b1346521_05_001.jpg
492344
821397
https://images.metmuseum.org/CRDImages/li/web-large/b1510246_001.jpg
492570
821874
https://images.metmuseum.org/CRDImages/li/web-large/b1511333_001.jpg
492571
821878
https://images.metmuseum.org/CRDImages/li/web-large/b1511333_004.jpg
492572
821879
https://images.metmuseum.org/CRDImages/li/web-large/b1511333_002.jpg
492573
821880
https://images.metmuseum.org/CRDImages/li/web-large/b1511333_003.jpg
492593
821928
https://images.metmuseum.org/CRDImages/li/web-large/b1244108_05_p05.jpg
492595
821930
https://images.metmuseum.org/CRDImages/li/web-large/b1244108_11_p020.jpg
492598
821934
https://images.metmuseum.org/CRDImages/li/web-large/b1243911_168_001.jpg
492599
821935
https://images.metmuseum.org/CRDImages/li/web-large/b1164071_01_001.jpg
492602
821938
https://images.metmuseum.org/CRDImages/li/web-large/b1164071_02_001.jpg
# From https://stackoverflow.com/questions/36006136/how-to-display-images-in-a-row-with-ipython-display/38556650
from IPython.display import HTML
def make_html(image):
     return '<img src="{}" style="display:inline;margin:1px"/>'.format(image)

for imagename in imagelist:
    display(HTML(''.join(make_html(imagename))))
for index, row in missing_hdf.iterrows():
    print ("~",row['Dimensions'])
~ 132 x 102 in. (335.3 x 259.1 cm)
~ Overall: 19 1/16 x 8 3/4 x 6 3/8 in. (48.4 x 22.2 x 16.2 cm); 64 oz. 9 dwt. (2005.6 g)
Plateau: 2 5/16 x 17 1/4 in. (5.9 x 43.8 cm); 67 oz. 2 dwt. (2086.5 g)
~ 13 ft. 7 1/2 in. × 28 ft. 7 in. × 47 ft. 8 5/8 in. (415.3 × 871.2 × 1454.5 cm)
Each window panel: 53 3/4 x 22 3/4 in. (136.5 x 57.8 cm)
~ 72 x 32 1/2 x 54 in. (182.9 x 82.6 x 137.2 cm)
~ 9 1/2 x 37 1/2 x 6 1/4 in. (24.1 x 95.3 x 15.9 cm)
~ sword: L. 39 1/4 in. (99.8 cm); L. of blade 33 in. (83.7 cm); Wt. 2 lb. 8 oz. (1129 g); scabbard: L. 34 5/8 in. (88 cm); Wt. 2 lb. 4 oz. (1023 g)
~ H. 66 1/2 in. (168.9 cm), Wt. 41 lb. (18.6 kg)
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ nan
~ Height: 10 3/8 in. (26.4 cm)
~ Overall (confirmed): H. 38 1/2 x W. 17 1/4 x D. 14 3/8 in. (97.8 x 43.8 x 36.5 cm) [n.b.: fluffiness of skirt skews measurement]
~ Overall (confirmed): 45 5/8 x 22 1/2 x 24 1/8 in., 145 lb. (115.9 x 57.2 x 61.3 cm, 65.7716 kg)
~ 28.3 x 22.7 cm (11 1/8 x 8 15/16 in.)
~ 24.1 x 19.7 cm (9 1/2 x 7 3/4 in.)
~ 10.9 x 8 cm (4 5/16 x 3 1/8 in.)
~ 23.5 x 18.8 cm (9 1/4 x 7 3/8 in.)
~ 32.8 x 24.4 cm (12 15/16 x 9 5/8 in.)
~ 41.8 x 31.8 cm (16 7/16 x 12 1/2 in.)
~ 19.2 x 24.4 cm (7 9/16  x 9 5/8  in.)
~ 11.7 x 8.6 cm (4 5/8 x 3 3/8 in.)
~ 11.3 x 8.9 cm (4 7/16 x 3 1/2 in.)
~ 23.6 x 18.3 cm (9 5/16 x 7 3/16 in.)
~ 29 x 23.5 cm (11 7/16 x 9 1/4 in.)
~ 28.7 x 23.2 cm (11 5/16 x 9 1/8 in.)
~ Image: 7 11/16 × 6 5/16 in. (19.5 × 16.1 cm)
Mount: 7 11/16 × 6 5/16 in. (19.5 × 16.1 cm)
~ 37.5 x 27.9 cm (14 3/4 x 11 in.)
~ 19.4 x 24.6 cm (7 5/8 x 9 11/16 in.)
~ 17.3 x 24 cm (6 13/16 x 9 7/16 in.)
~ 106.4 x 111.4 cm (41 7/8 x 43 7/8 in.)
~ 60 x 46.8 cm (23 5/8 x 18 7/16 in.)
~ 169.5 x 129.5cm (66 3/4 x 51in.)
Frame: 177.2 × 137.2 cm (69 3/4 × 54 in.)
~ 23 x 17 cm (9 1/16 x 6 11/16 in.)
~ 101.6 x 76.2 cm (40 x 30 in.)
~ 23.5 x 33.7 cm (9 1/4 x 13 1/4 in.)
~ 18.7 x 23.9 cm (7 3/8 x 9 7/16 in.)
~ 24.4 x 19.4 cm (9 5/8 x 7 5/8 in.)
~ 104.5 x 135.5cm (41 1/8 x 53 3/8in.)
Frame: 127 × 156.2 cm (50 × 61 1/2 in.)
~ 110 x 185 cm (43 5/16 x 72 13/16 in.)
~ 42.3 x 54.2 cm (16 5/8 x 21 5/16 in.)
~ 194.3 x 204.5 cm (76 1/2 x 80 1/2 in.), framed
~ 185.4 x 221.3 cm (73 x 87 1/8 in.)
~ 61 x 50.8 cm (24 x 20 in.)
~ 68.6 x 101.6cm (27 x 40in.)
Frame: 76.2 × 109.2 cm (30 × 43 in.)
~ 19.6 x 24.3 cm. (7 3/4 x 9 9/16 in.), each
~ 181.9 x 230.5 cm (71 5/8 x 90 3/4 in.)
~ 34 x 25.7 cm (13 3/8 x 10 1/8 in.)
~ 21 x 15 cm (8 1/4 x 5 15/16 in.)
~ 37.9 x 46 cm (14 15/16 x 18 1/8 in.)
~ 47.8 x 38.4 cm (18 13/16 x 15 1/8 in.)
~ 47.8 × 38.4 cm (18 13/16 × 15 1/8 in.)
Frame: 34 5/8 × 29 5/8 in. (87.9 × 75.2 cm)
~ 49.9 × 38.9 cm (19 5/8 × 15 5/16 in.)
Frame: 34 5/8 × 29 5/8 in. (87.9 × 75.2 cm)
~ 39.3 x 48.3 cm (15 1/2 x 19 in.)
~ 32.7 x 43.5 cm (12 7/8 x 17 1/8 in.)
~ Image: 7 1/16 × 10 1/2 in. (18 × 26.6 cm)
~ Image: 24.2 × 31.6 cm (9 1/2 × 12 7/16 in.)
Sheet: 24.9 × 32.3 cm (9 13/16 × 12 11/16 in.)
Mount: 28 × 33.9 cm (11 in. × 13 3/8 in.)
~ Image: 187 x 93.4 cm (73 5/8 x 36 3/4 in.)
Frame: 223.5 x 130.8 cm (88 x 51 1/2 in.)
~ 7.9 x 7.9 cm (3 1/8 x 3 1/8 in.)
~ Frame: 43 1/2 × 33 1/2 in. (110.5 × 85.1 cm)
~ 92.9 x 90.8 cm (36 9/16 x 35 3/4 in.)
~ 8.7 x 11.7 cm (3 7/16 x 4 5/8 in.)
~ 24.8 x 19 cm (9 3/4 x 7 1/2 in.)
~ 210 x 165 cm (82 11/16 x 64 15/16 in.)
~ Frame: 152.4 × 127 cm (60 × 50 in.)
~ 18.9 x 23.7 cm (7 7/16 x 9 5/16 in.)
~ 128.9 x 169.5 cm (50 3/4 x 66 3/4 in.)
~ Image: 43.7 x 53.8 cm (17 3/16 x 21 3/16 in.)
~ Image: 49 x 39.8cm (19 5/16 x 15 11/16in.)
~ 7.8 x 10 cm (3 1/16 x 3 15/16 in.)
~ 127 x 177.8cm (50 x 70in.)
Frame: 154.9 × 221 cm (61 × 87 in.)
~ Dimensions vary from 8.4 x 7.5 cm (3 5/16 x 2 15/16 in.) to 45.7 x 55.9 cm (18 x 22 in.)
~ 47 x 34.3 cm (18 1/2 x 13 1/2 in.)
~ Image: 39.5 x 38.3 cm (15 9/16 x 15 1/16 in.)
Sheet: 50.8 x 40.6 cm (20 x 16 in.)
~ nan
~ Image: 229 x 437 cm (90 3/16 x 172 1/16 in.)

~ Image: 119.1 x 159.7 cm (46 7/8 x 62 7/8 in.)
Frame: 48 × 63 in. (121.9 × 160 cm)
~ H. 5 1/2 x W. 4 1/2 in. (14 x 11.4 cm)
~ H. 33 1/4 x W. 11 x D. 1 1/2 in. (84.5 x 27.9 x 3.8 cm)
~ H. 39 in. (91.9 cm)
~ H. 25 11/16 x W. 38 x D. 7 7/8 in. (65.2 x 96.5 x 20 cm)
~ H. 25 3/16 x W. 7 7/8 x D. 6 1/2 in. (64 x 20 x 16.5 cm)
~ H. 30 1/4 x W. 13 x  D. 9 in. (76.8 x 33 x 22.9 cm)
~ H. 23 x W. 5 1/2 x D. 5 in. (58.4 x 14 x 12.7 cm)
~ H. 75 x W. 24 x D. 6 1/2 in. (190.5 x 61 x 16.5 cm)
~ H. 29 1/2 x W. 21 x D. 16 in. (74.9 x 53.3 x 40.6 cm)
~ H. 55 1/8 x W. 15 x D. 1 1/2 in. (140 x 38.1 x 3.8 cm)
~ H. 55 7/8 x W. 29 1/2 x D. 5 in. (141.9 x 74.9 x 12.7 cm)
~ H. 42 1/2 x W. 23 x D. 7 in. (108 x 58.4 x 17.8 cm)
~ H. 96 in (243.8 cm)
~ H. 29 1/4 x W. 21 1/2 x D. 25 in. (74.3 x 54.6 x 63.5 cm)
~ H. 21 1/2 x W. 25 x D. 22 3/4 in. (54.6 x 63.5 x 57.8 cm)
~ H. 42 x W. 9 x D. 7 in. (106.7 x 22.9 x 17.8 cm)
~ H. 20 3/4 x W. 15 x D. 4 in. (52.7 x 38.1 x 10.2 cm)
~ H. 20 1/2  x  L.93  x  D. 18 1/2  in. (52.1 x 236.2 x 47 cm)
~ H. 29 1/2 x W. 6 x  D. 5 1/4 in.(74.9 x 15.2 x 13.3 cm)
~ H. 48 5/8 x W. 14 7/16 x D. 14 3/8 in. (123.5 x 36.6 x 36.5 cm)
~ H. 23 1/8 x D. 10 1/4 x W. 10 in. (58.8 x 26 x 25.4 cm)
~ H. 10 15/16 x W. 6 x D. 7 1/4 in. (27.9 x 15.2 x 18.4 cm)
~ H. 24 x W. 23 3/4 x D. 6 1/2 in. (61 x 60.3 x 16.5 cm)
~ H. 26 x W. 15 1/2 x D. 19 in. (66 x 39.4 x 48.3 cm)
~ H. 36 1/8 x W. 8 1/2 x D. 8 1/2 in. (91.8 x 21.6 x 21.6 cm)
~ H. 38 3/4 x W. 10 x D. 7 1/2 in. (98.4 x 25.4 x 19.1cm)
~ H. 72 x W. 12 3/4 x D. 9 7/8 in. (182.9 x 32.4 x 25.1cm)
~ H. 18 ft. × W. 39 in. × D. 63 in. (548.6 × 99.1 × 160 cm)
~ H. 24 in. (61 cm)
~ H. 43 1/2 x W. 10 1/4 x D. 8 3/4 in. (110.5 x 26 x 22.2 cm)
~ H. 19 1/4 in. (48.9 cm)
~ H. 35 3/8 x W. 9 x D. 10 3/8in. (89.9 x 22.9 x 26.4cm)
~ H. 16 x W. 3 7/8 x D. 2 1/2 in. (40.6 x 9.9 x 6.4 cm)
~ H. 13 1/2 in (34.3 cm)
~ H. 71 x W. 12 x D. 10 1/2 in. (180.3 x 30.5 x 26.7 cm)
~ H: 4 1/2 in. (11.4 cm)
~ H. 81 1/2 x W. 38 in. (207 x 96.5 cm)
~ H. 11 1/2 in. (29.2 cm)
~ H. 13 1/2 x W. 7 1/2 x D. 6 1/2 in. (34.3 x 19.1 x 16.5 cm)
~ H. 10 1/4 in. (26 cm)
~ H. 11 3/4 in. (29.8cm)
~ H. 60 x W. 67 in. (152.4 x 170.2 cm)
~ H. 8 1/4 in. (21 cm)
~ H. 21 13/16 x W. 4 x D. 4 1/8 in. (55.4 x 10.2 x 10.5 cm)
~ H. 86 3/4 x W. 128 in. (220.3 x 325.1 cm)
~ H. 46 1/2 in. (118 cm), W. 19 1/2 in. (49.5 cm), D. 15 1/2 in. (39.4 cm)
~ 29 1/2 x 47 1/4in. (74.9 x 120cm)
~ Sheet: 25 11/16 x 19 11/16 in. (65.2 x 50 cm)
Plate: 18 1/4 x 14 7/8 in. (46.4 x 37.8 cm)
~ Image: 16 1/2 x 10 1/4 in. (41.9 x 26 cm)
Sheet: 16 1/2 x 25 3/16 in. (41.9 x 64 cm)
~ Sheet: 6 x 6 in. (15.2 x 15.2 cm)
~ 24 1/4 x 39 inches (61.6 x 99 cm)
~ Sheet: 11 5/16 x 7 1/2 in. (28.8 x 19 cm)
~ Sheet: 8 5/16 x 6 1/2 in. (21.1 x 16.5 cm)
~ Sheet: 2 5/8 x 1 7/16 in. (6.7 x 3.7 cm)
~ H. 15 in. (38.1 cm)
Max. Diam. 4 5/16 in. (11 cm)
~ H. 34 in. (86.4 cm)
W. 39 1/2 in. (100.3 cm)
D. 2 3/4 in. (7 cm)
 Estimated weight: 140 lbs.  (Weight extrapolated from dimensions of similar unframed Nishapur stucco.)
~ Apse interior: 30 ft. 2 in. × 24 ft. 7 in. × 27 ft. 8 in. (919.5 × 749.3 × 843.3 cm)
b: (lion capital): 14 1/8 × 20 1/4 × 17 1/4 in. (35.9 × 51.4 × 43.8 cm)
f: (pier with acrobat): 60 × 12 1/4 × 12 1/2 in. (152.4 × 31.1 × 31.8 cm)
~ 43 in. (109.2 cm)
~ Overall: 80 1/4 × 34 1/4 × 18 7/8 in., Weight: 153 lb. (203.8 × 87 × 47.9 cm, 69.4 kg)
Base: 30 1/2 × 34 1/4 × 18 7/8 in., Weight: 83 lb. (77.5 × 87 × 47.9 cm, 37.6 kg)
Top: 49 3/4 × 30 1/2 × 17 in., Weight: 70 lb. (126.4 × 77.5 × 43.2 cm, 31.8 kg)
~ 3 3/8 x 9 x 9 3/8 in. (8.6 x 22.9 x 23.8 cm)
~ 50 1/4 x 33 3/4 x 14 in. (127.6 x 85.7 x 35.6 cm)
~ 18 5/8 x 15 5/8 in. (47.3 x 39.7 cm)
~ 26 7/8 × 17 3/4 in. (68.3 × 45.1 cm)
~ Tea Urn, 1a-c:  H. 14-1/2, D. 11 in. (36.8 x 19.7 cm)
Tray, 2:  H. 5/8 Diam. 17-5/8 in. (44.5 cm)
Creamer, 3:  H. 3, W. 6, D. 3-7/8 in. (7.6 x 15.2 x 9.8 cm)
Sugar Bowl, 4a,b:  H. 6-3/4, W. 6, D. 3-7/8 in. (17.1 x 15.2 x 9.8 cm)
Large Tray, 5: H. 1/2 Diam. 20-3/8 in. (51.4 cm)
~ 12 1/8 x 12 1/2 x 3 1/2 in. (30.8 x 31.8 x 8.9 cm)
~ 3 1/4 × 4 1/4 × 6 1/2 in. (8.3 × 10.8 × 16.5 cm)
~ Various dimensions
~ 17 ft. 3 in. x 26 ft. 3 in. (3.71 x 5.26 x 8 m.)
~ 26 1/2 x 40 x 44 1/2 in. (67.3 x 101.6 x 113 cm)
~ 22 x 25 x 10 in. (55.9 x 63.5 x 25.4 cm)
Weight: 1 lb. (.5 kg)
~ Variable: 112-3/4 x 80 x 81-1/2 in. (286.4 x 203.2 x 207 cm)
~ 89 3/4 x 89 1/4 x 16 1/2 in. (228 x 226.7 x 41.9 cm)
~ Height: 22 in. (55.9 cm)
Width: 22 in. (55.9 cm)
~ Height: 19 in. (48.3 cm)
~ W. 45 1/2 × D. 5 7/8 in. (115.5 × 15 cm)
~ Height: 12 in. (30.5 cm)
Diameter: 6 1/2 in. (16.5 cm)
~ 5 3/8 × 7 × 6 7/16 in. (13.7 × 17.8 × 16.4 cm)
~ 42 1/4 × 9 3/4 × 2 1/2 in. (107.3 × 24.8 × 6.4 cm)
~ L. 34 1/16 x W. 17 15/16 × D. 8 11/16  in (86.5 x 45.5 × 22 cm)
~ L. 21 in. (53.3 cm)
~ 12 3/16 × 4 1/16 × 4 1/8 in. (31 × 10.3 × 10.5 cm)
~ Height: 29 15/16 in. (76 cm)
Width: 8 1/4 in. (21 cm)
~ Height: 18 in. (45.7 cm)
Width: 11 in. (27.9 cm)
Diameter (At widest point): 35 1/2 in. (90.2 cm)
Diameter (Of base): 31 in. (78.7 cm)
~ H. 35 5/16 × W. 34 1/4 × D. 8 1/16 in. (89.7 × 87 × 20.5 cm)
~ L: 54 in. (137.2 cm)
~ H. 22 1/16 × W. 24 × D. 12 3/16 in. (56 × 61 × 31 cm)
~ Height: 25 in. (63.5 cm)
Diameter: 11 in. (27.9 cm)
~ 26 5/8 × 2 1/8 × 1 5/8 in. (67.6 × 5.4 × 4.1 cm)
~ Tsii'edo'a'tl: 17 5/16 × 5 1/4 × 3 3/4 in. (44 × 13.3 × 9.5 cm)
Bow: 3 1/8 × 5/8 × 21 in. (7.9 × 1.6 × 53.3 cm)
~ 19 × 2 3/4 in. (48.3 × 7 cm)
~ 18 3/4 × 1 1/4 × 2 3/8 in. (47.6 × 3.2 × 6 cm)
~ L. longest pipe 45.4 cm (17-7/8 in.); L. shortest pipe 18.1 cm (7-1/8 in.)
~ 45 9/16 × 20 11/16 × 17 in. (115.8 × 52.5 × 43.2 cm)
~ Height: 20 7/8 in. (53 cm)
Width: 21 5/8 in. (55 cm)
Depth: 13 3/4 in. (35 cm)
~ Height: 32 3/8 in. (82.2 cm)
Diameter (Maximum): 24 7/16 in. (62 cm)
Diameter (Drum head): 21 3/4 in. (55.3 cm)
~ 29 7/16 × 9 1/2 × 6 7/8 in. (74.7 × 24.2 × 17.5 cm)
~ 3 5/8 × 64 15/16 × 14 9/16 in. (9.2 × 165 × 37 cm)
~ 38 × 14 3/8 × 4 in. (96.5 × 36.5 × 10.2 cm)
~ 8 × 74 3/4 × 10 in. (20.3 × 189.9 × 25.4 cm)
~ 8 × 57 1/2 × 8 in. (20.3 × 146.1 × 20.3 cm)
~ L. 50 ×  Diam. Largest 4 3/4 -  smallest 1 1/2  in. (127 × 12.1 - 3.8 cm)
~ 49 × 13 1/2 × 12 3/16 in. (124.5 × 34.3 × 31 cm)
~ Sankh: 6 × 6 × 16 3/4 in. (15.2 × 15.2 × 42.5 cm)
Stand: 2 1/4 × 4 3/4 × 5 3/4 in. (5.7 × 12.1 × 14.6 cm)
~ L 9 3/16 × W. 6 5/8 in. (23.4 × 16.9 cm)
~ Height: 7 in. (17.8 cm)
Width (Of base): 4 1/16 in. (10.3 cm)
~ Length:  56.5 cm (22-1/4 in.)
~ 4 vols. in box
~ H: 10 1/4 in. (26 cm)
~ H: 18 1/2 in. (47 cm)
~ H: 13 3/8 in. (34 cm)
~ vols. 1–8; H. 14 5/8 in. (37 cm)
~ 4 nos. in 3 vols.; H. (irregular): 11 in. ( 28 cm)
~ 2 volumes : frontispiece (portrait), illustrations (some color), 93 plates (some color, including map), 2 diagrams; 
Height: 24 13/16 in. (63 cm); 
Width: 18 7/8 in. (48 cm)
~ 140, 4 pages, frontispiece, illustrations, Height: 12 3/16 in. (31 cm)
~ 83 pages, 3 leaves : illustrations, plates ; Height: 8 11/16 in. (22 cm)
~ 176 pages, illustrations ; Height: 12 3/16 in. (31 cm)
~ 8 unnumbered pages, 56 pages, 8 unnumbered leaves of plates : illustrations ; Height: 9 1/16 in. (23 cm)
~ 831 leaves of plates : col. ill. ; Height: 11 13/16 in. (30 cm)
~ cix, 164 pages, [100] leaves of plates : illustrations (some color) ; Height: 11 13/16 in. (30 cm)
~ 1 volume (unpaged) : illustrations ; Height: 9 1/16 in. (23 cm)
~ illustrations ; height: 8 11/16 in. (22 cm)
~ 1 volume (unpaged) : (chiefly illustrations (some folded, some color)) ; 11 × 11 × 1/2 in. (27.9 × 27.9 × 1.3 cm)
~ 22 unnumbered pages : (chiefly illustrations, some color) ; 8 1/2 × 10 7/8 × 3/8 in. (21.6 × 27.6 × 1 cm)
~ 1 portfolio (4 unnumbered pages, 56 leaves of plates) : illustrations (some color) ; 13 × 10 in. (33 × 25.4 cm)
~ 36 in. × 8 ft. 9 1/2 in. (91.4 × 268 cm)
~ xii, 690 pages : illustrations, plates, color frontispiece, 7 color plates ; Height: 11 7/16 in. (29 cm)
~ 2 volumes : samples ; Height: 12 5/8 in. (32 cm) + 2 sheets (contents)
~ 11 7/16 × 13 3/4 in. (29 × 35 cm)
~ 87 pages, [21] leaves of plates : illustrations (some color), facsimiles ; Height: 16 9/16 in. (42 cm)
~ 1 bound volume (80 p. : ill. ; 36 cm.), 1 portfolio (80 folders of col. ill. + "Commentary," 1 paperbound v. ; 36 cm.) : chiefly col. ill. ; in cloth-covered case ; Height: 14 9/16 in. (37 cm)
~ 12 3/4 × 9 13/16 × 5/16 in. (32.4 × 24.9 × 0.8 cm)
~ 1 volume (unpaged) : samples ; Height: 8 1/4 in. (21 cm)
~ 1 volume : frontispiece, illustrations, plates, plans, facsimiles ; Height: 16 15/16 in. (43 cm)
~ 47 pages : illustrations ; Height: 11 in. (28 cm) ; Width: 14 3/16 in. (36 cm)
~ 159 pages; Height: 9 7/16 in. (24 cm)
~ 89 pages : illustrations; Height: 8 11/16 in. (22 cm)
~ volume : illustrations; Height: 9 13/16 in. (25 cm)
~ volume : illustrations; Height: 12 5/8 in. (32 cm)
~ 1 volume (unpaged) : illustrations ; Height: 6 5/16 in. (16 cm)
~ 16 unnumbered pages : illustrations (some color); Height: 9 13/16 in. (25 cm)
~ 1 volume : illustrations, plates ; Height: 15 3/4 in. (40 cm)
~ 1 volume : illustrations, plates ; Height: 15 3/4 in. (40 cm)
~ 8 unnumbered pages : Height: 7 7/8 in. (20 cm)
~ 7 pages, 30 plates ; Height: 16 15/16 in. (43 cm)
~ 50 3/4 × 82 1/2 in. (128.9 × 209.6 cm)
~ [12] pages : illustrations ; Height: 9 7/16 in. (24 cm)
~ 62 items : illustrations, music
~ 62 items : illustrations, music
~ 62 items : illustrations, music
~ 62 items : illustrations, music
~ 62 items : illustrations, music
~ 62 items : illustrations, music
~ 62 items : illustrations, music
~ 62 items : illustrations, music
~ 62 items : illustrations, music
~ 62 items : illustrations, music
~ 62 items : illustrations, music
~ 62 items : illustrations, music
~ 62 items : illustrations, music
~ 62 items : illustrations, music
~ 62 items : illustrations, music
~ 62 items : illustrations, music
~ 62 items : illustrations, music
~ 62 items : illustrations, music
~ 62 items : illustrations, music
~ 62 items : illustrations, music
~ 62 items : illustrations, music
~ 62 items : illustrations, music
~ Illustrations ; Height: 10 1/4 in. (26 cm)
~ 6 volumes : frontispiece, 14 engraved folded plates (including plans) ; Height: 6 11/16 in. (17 cm)
~ 2 volumes : 10 folded plates, 3 folded plans ; Height: 6 11/16 in. (17 cm)
~ 9 unnumbered pages, 117 pages ; Height: 10 1/4 in. (26 cm)
~ 2 volumes : frontispiece, 29 plates (18 folded) ; Height: 6 11/16 in. (17 cm)
~ [6], 84, [12] pages : 5 folded plans ; Height: 6 11/16 in. (17 cm)
~ 24, 407 pages, 1 leaf of plates : illustrations ; Height: 6 11/16 in. (17 cm)
~ 62 items : illustrations, music
~ 6 volumes : frontispiece, 14 engraved folded plates (including plans) ; Height: 6 11/16 in. (17 cm)
~ 6 volumes : frontispiece, 14 engraved folded plates (including plans) ; Height: 6 11/16 in. (17 cm)
~ 6 volumes : frontispiece, 14 engraved folded plates (including plans) ; Height: 6 11/16 in. (17 cm)
~ 6 volumes : frontispiece, 14 engraved folded plates (including plans) ; Height: 6 11/16 in. (17 cm)
~ 6 volumes : frontispiece, 14 engraved folded plates (including plans) ; Height: 6 11/16 in. (17 cm)
~ 2 volumes : 10 folded plates, 3 folded plans ; Height: 6 11/16 in. (17 cm)
~ [8], 244 leaves of plates : chiefly illustrations (engravings), portrait ; Height: 18 1/2 in. (47 cm)
~ volume : illustrations (some color) ; Height: 12 1/16 in. (30.7 cm)
~ volume : illustrations ( some color) ; Height: 13 1/16 in. (33.2 cm)
~ volume : illustrations ; Height: 12 7/8 in. (32.7 cm)
~ volume : illustrations ; Height: 12 11/16 in. (32.3 cm)
~ 207 pages, illustrations (some color), Height: 10 1/4 in. (26 cm)
~ 2 pages, l, ii, [2], 72, 4 pages : illustrations, 71 plates (1 folded) ; Height: 22 13/16 in. (58 cm)
~ 7 pages of leaves, 3-106 pages, 3 leaves : frontispiece, plates ; Height: 8 11/16 in. (22 cm)
~ 45 pages : 1 leaf including color frontispiece, illustrations ; Height: 9 13/16 in. (25 cm)
~ 1 volume : chiefly color illustrations, samples ; Height: 13 3/4 in. (35 cm) - 17 11/16 in. (45 cm)

~ 2 volumes : illustrations (some color) ; Height: 15 3/4 in. (40 cm)
~ 2 pages, leaf, ii, [3]-52 pages, 85 leaves of plates : illustrations, map, 12 plans ; Height: 23 5/8 × 16 9/16 in. (60 cm)
~ 1 sound disc : analog, 33 1/3 rpm; Height: 12 in. (30.5 cm)
~ [4] pages, [15] leaves of plates : color illustrations, plates ; Height: 19 5/16 in. (49 cm) x Width: 16 1/8 in. (41 cm)
~ Height: 10 7/8 in. (27.6 cm)
Width: 8 3/8 in. (21.3 cm)
~ Height: 10 7/8 in. (27.6 cm)
Width: 8 3/8 in. (21.3 cm)
~ Height: 10 7/8 in. (27.6 cm)
Width: 8 3/8 in. (21.3 cm)
~ Height: 10 7/8 in. (27.6 cm)
Width: 8 3/8 in. (21.3 cm)
~ 24 pages : all photographs ; Height: 8 1/4 in. (21 cm) x Width: 11 7/16 in. (29 cm)
~ 84 leaves : chiefly illustrations ; Height: 25 3/16 in. (64 cm)
~ [4], 314 pages, [7] folded leaves of plates : diagrams ; Height: 8 1/4 in. (21 cm)
~ 2 preliminary leaves, 6, [106] pages : 100 plates (some color including frontispiece) ; Height: 22 7/16 in. (57 cm) x Width: 15 3/8 in. (39 cm)
~ 21 leaves of plates : all illustrations ; Height: 13 3/4 in. (35 cm)
~ 1 sheet ; Height: 8 1/4 in. (21 cm) x Width: 5 7/8 in. (15 cm)
~ 85 pages, Height: 9 7/16 in. (24 cm)
~ xix, 100, 37 pages, Height: 10 1/4 in. (26 cm)
~ 101 pages, Height: 9 1/16 in. (23 cm)
~ 241 pages, Height: 9 7/16 in. (24 cm)
~ 111 pages : illustrations ; Height: 9 7/16 in. (24 cm)
~ 51 pages : illustrations ; Height: 9 1/16 in. (23 cm)
~ 66 pages ; Height: 9 7/16 in. (24 cm)
~ 133 pages, [1] folded leaf of plates : illustrations ; Height: 9 7/16 in. (24 cm)
~ 190, [6] pages, 6 leaves of plates : illustrations (some color) ; Height: 9 1/16 in. (23 cm)
~ 9 volumes : illustrations ; Height: 21 5/8 in. (55 cm)
~ 266 pages : illustrations ; Height: 12 3/16 in. (31 cm)
~ 16 volumes ; 50 cm. or smaller + 5 boxes of catalog cards
~ xvii pages, 1 leaves, 380 pages : illustrations, plates ; Height: 13 3/4 in. (35 cm) x Width: 11 in. (28 cm)
~ ca. 375 leaves in various foliations : illustrations, samples ; Height: 11 13/16 in. (30 cm)
~ ca. 375 leaves in various foliations : illustrations, samples ; Height: 11 13/16 in. (30 cm)
~ 1 volume (139 pages) ; Height: 17 5/16 in. (44 cm)
~ 284 leaves
~ 1 volume (unpaged) : illustrations (some color) ; Height: 8 1/4 in. (21 cm) x Width: 9 1/16 in. (23 cm)
~ 57 pages : illustrations ; Height: 12 5/8 in. (32 cm)
~ 31 pages : illustrations ; Height: 9 7/16 in. (24 cm)
~ 120 pages : illustrations ; Height: 9 1/16 in. (23 cm)
~ 28 volumes : illustrations (some color) ; Height: 9 7/16 in. (24 cm) - 15 3/4 in. (40 cm)
~ [64] leaves : illustrations ; Height: 17 11/16 × 15 3/8 in. (45 × 39 cm)
~ xi, 105 pages, [2] pages of plates : illustrations ; Height: 15 3/8 in. (39 cm)
~ [158] plates, 36 pages ; Height: 20 1/2 in. (52 cm)
~ Height: 5 1/8 in. (13 cm)
Width: 3 15/16 in. (10 cm)
~ Height: 5 1/2 in. (14 cm)
Width: 3 15/16 in. (10 cm)
~ Height: 4 3/4 in. (12 cm)
Width: 4 5/16 in. (11 cm)
~ Height: 5 1/8 in. (13 cm)
Width: 3 15/16 in. (10 cm)
~ 1 volume (unpaged) : illustrations ; Height: 5 7/8 in. (15 cm) ; Width: 9 7/16 in. (24 cm)
~ 12 pages : all samples ; Height: 11 7/16 in. (29 cm)
~ 26 leaves : chiefly color illustrations ; Height: 9 1/16 in. (23 cm)
~ volumes : illustrations, plates (some color) ; Height: 16 9/16 in. (42 cm)
~ volumes : illustrations, plates (some color) ; Height: 16 9/16 in. (42 cm)
~ 25 volumes : illustrations, portraits ; Height: 14 3/16 in. (36 cm)
~ 2 volumes : plates, map ; Height: 9 1/16 in. (23 cm)
~ 2 volumes : plates, map ; Height: 9 1/16 in. (23 cm)
~ 46 unnumbered pages :1 illustration ; Height: 11 7/16 in. (29 cm)
~ 1 box (approximately 34 various pieces) : illustrations ; Height: 14 9/16 in. (37 cm) ; Width: 11 13/16 in. (30 cm) Depth: 3 1/8 in. (8 cm)
~ 2 volumes in 1 : illustrations ; Height: 11 in. (28 cm)
from parse import *
import re

#search('{:d}.{:d} x {:d}.{:d} cm',dim)
#print (_[0], _[1], _[2], _[3], )

# dim = '132 x 102 in. (335.3 x 259.1 cm)'
#dim = '132 x 102 in. (335 x 259 cm)'
#search('{:d}.{:d} x {:d}.{:d} cm',dim)
#    print (_[0], _[1], _[2], _[3], )


# dim = '9 1/2 x 37 1/2 x 6 1/4 in. (24.1 x 95.3 x 15.9 cm)'

result = None

# dim ='H. 11 3/4 in. (29.8 cm)'
# result = re.match("(\d+\.\d+) x (\d+\.\d+) cm",dim)

for index, row in missing_hdf.iterrows():

    id  = row['Object ID']
    
    print (id, "|",end =" ")
    if (isinstance(row['Dimensions'], str)):
        dim = row['Dimensions']
    else:
        # print ("-> NaN")
        continue
    
    result = re.match(".*?(\d+(\.\d+)*) [×x] (\d+(\.\d+)*) [×x] (\d+(\.\d+)*) ?cm",dim)
    if result:
        print (dim)
        print (result.groups())
        print ("-> H: {} W: {} D: {}".format(result.groups()[0],result.groups()[2],result.groups()[4]))

    else: 
        result = re.match(".*?(\d+(\.\d+)*) [×x] (\d+(\.\d+)*) ?cm",dim)
        if result:
            print (dim)
            print (result.groups())
            print ("-> H: {} W: {}".format(result.groups()[0],result.groups()[2]))
        else:
            result = re.match(".*?[\(](\d+(\.\d+)*) ?cm",dim)
            if result:
                print (dim)
                print (result.groups())
                typeresult = re.match("^(H\.|Height)",dim)
                if typeresult:
                    print ("-> H: {}".format(result.groups()[0]))
                    continue
                typeresult = re.match("^(L\.|L:|Length)",dim)
                
            else:
                print ("--- Unmatched: {}".format(dim))
                
# Another case
# H. 34 in. (86.4 cm)
# W. 39 1/2 in. (100.3 cm)
# D. 2 3/4 in. (7 cm)

# Various dimensions

# Height: 29 15/16 in. (76 cm)
# Width: 8 1/4 in. (21 cm)

# 2 volumes : plates, map ; Height: 9 1/16 in. (23 cm)
282 | 132 x 102 in. (335.3 x 259.1 cm)
('335.3', '.3', '259.1', '.1')
-> H: 335.3 W: 259.1
3577 | Overall: 19 1/16 x 8 3/4 x 6 3/8 in. (48.4 x 22.2 x 16.2 cm); 64 oz. 9 dwt. (2005.6 g)
Plateau: 2 5/16 x 17 1/4 in. (5.9 x 43.8 cm); 67 oz. 2 dwt. (2086.5 g)
('48.4', '.4', '22.2', '.2', '16.2', '.2')
-> H: 48.4 W: 22.2 D: 16.2
7873 | 13 ft. 7 1/2 in. × 28 ft. 7 in. × 47 ft. 8 5/8 in. (415.3 × 871.2 × 1454.5 cm)
Each window panel: 53 3/4 x 22 3/4 in. (136.5 x 57.8 cm)
('415.3', '.3', '871.2', '.2', '1454.5', '.5')
-> H: 415.3 W: 871.2 D: 1454.5
11494 | 72 x 32 1/2 x 54 in. (182.9 x 82.6 x 137.2 cm)
('182.9', '.9', '82.6', '.6', '137.2', '.2')
-> H: 182.9 W: 82.6 D: 137.2
15590 | 9 1/2 x 37 1/2 x 6 1/4 in. (24.1 x 95.3 x 15.9 cm)
('24.1', '.1', '95.3', '.3', '15.9', '.9')
-> H: 24.1 W: 95.3 D: 15.9
22871 | sword: L. 39 1/4 in. (99.8 cm); L. of blade 33 in. (83.7 cm); Wt. 2 lb. 8 oz. (1129 g); scabbard: L. 34 5/8 in. (88 cm); Wt. 2 lb. 4 oz. (1023 g)
('99.8', '.8')
23205 | H. 66 1/2 in. (168.9 cm), Wt. 41 lb. (18.6 kg)
('168.9', '.9')
-> H: 168.9
79142 | 79269 | 79585 | 79778 | 79884 | 80208 | 80378 | 80547 | 80790 | 80840 | 80911 | 81101 | 81102 | 81103 | 81104 | 81106 | 81111 | 81112 | 81114 | 81115 | 81116 | 81118 | 81121 | 81122 | 81124 | 81125 | 81128 | 81131 | 81140 | 81141 | 81142 | 81143 | 81387 | 81453 | 81460 | 81468 | 81472 | 81476 | 81480 | 81490 | 81678 | 81692 | 82105 | 82170 | 82419 | 82443 | 82446 | 82981 | 83175 | 83179 | 83209 | 83234 | 83242 | 83250 | 83259 | 83442 | 83443 | 84034 | 87016 | 87370 | 87613 | 88645 | 112900 | 130481 | 159388 | 187784 | Height: 10 3/8 in. (26.4 cm)
('26.4', '.4')
-> H: 26.4
196439 | Overall (confirmed): H. 38 1/2 x W. 17 1/4 x D. 14 3/8 in. (97.8 x 43.8 x 36.5 cm) [n.b.: fluffiness of skirt skews measurement]
('97.8', '.8', '43.8', '.8', '36.5', '.5')
-> H: 97.8 W: 43.8 D: 36.5
232038 | Overall (confirmed): 45 5/8 x 22 1/2 x 24 1/8 in., 145 lb. (115.9 x 57.2 x 61.3 cm, 65.7716 kg)
('115.9', '.9', '57.2', '.2', '61.3', '.3')
-> H: 115.9 W: 57.2 D: 61.3
262720 | 28.3 x 22.7 cm (11 1/8 x 8 15/16 in.)
('28.3', '.3', '22.7', '.7')
-> H: 28.3 W: 22.7
264688 | 24.1 x 19.7 cm (9 1/2 x 7 3/4 in.)
('24.1', '.1', '19.7', '.7')
-> H: 24.1 W: 19.7
265047 | 10.9 x 8 cm (4 5/16 x 3 1/8 in.)
('10.9', '.9', '8', None)
-> H: 10.9 W: 8
265132 | 23.5 x 18.8 cm (9 1/4 x 7 3/8 in.)
('23.5', '.5', '18.8', '.8')
-> H: 23.5 W: 18.8
265133 | 32.8 x 24.4 cm (12 15/16 x 9 5/8 in.)
('32.8', '.8', '24.4', '.4')
-> H: 32.8 W: 24.4
265166 | 41.8 x 31.8 cm (16 7/16 x 12 1/2 in.)
('41.8', '.8', '31.8', '.8')
-> H: 41.8 W: 31.8
265447 | 19.2 x 24.4 cm (7 9/16  x 9 5/8  in.)
('19.2', '.2', '24.4', '.4')
-> H: 19.2 W: 24.4
265465 | 11.7 x 8.6 cm (4 5/8 x 3 3/8 in.)
('11.7', '.7', '8.6', '.6')
-> H: 11.7 W: 8.6
265550 | 11.3 x 8.9 cm (4 7/16 x 3 1/2 in.)
('11.3', '.3', '8.9', '.9')
-> H: 11.3 W: 8.9
265553 | 23.6 x 18.3 cm (9 5/16 x 7 3/16 in.)
('23.6', '.6', '18.3', '.3')
-> H: 23.6 W: 18.3
265563 | 29 x 23.5 cm (11 7/16 x 9 1/4 in.)
('29', None, '23.5', '.5')
-> H: 29 W: 23.5
265616 | 28.7 x 23.2 cm (11 5/16 x 9 1/8 in.)
('28.7', '.7', '23.2', '.2')
-> H: 28.7 W: 23.2
265903 | Image: 7 11/16 × 6 5/16 in. (19.5 × 16.1 cm)
Mount: 7 11/16 × 6 5/16 in. (19.5 × 16.1 cm)
('19.5', '.5', '16.1', '.1')
-> H: 19.5 W: 16.1
266102 | 37.5 x 27.9 cm (14 3/4 x 11 in.)
('37.5', '.5', '27.9', '.9')
-> H: 37.5 W: 27.9
266162 | 19.4 x 24.6 cm (7 5/8 x 9 11/16 in.)
('19.4', '.4', '24.6', '.6')
-> H: 19.4 W: 24.6
266199 | 17.3 x 24 cm (6 13/16 x 9 7/16 in.)
('17.3', '.3', '24', None)
-> H: 17.3 W: 24
266262 | 106.4 x 111.4 cm (41 7/8 x 43 7/8 in.)
('106.4', '.4', '111.4', '.4')
-> H: 106.4 W: 111.4
266349 | 60 x 46.8 cm (23 5/8 x 18 7/16 in.)
('60', None, '46.8', '.8')
-> H: 60 W: 46.8
266427 | 169.5 x 129.5cm (66 3/4 x 51in.)
Frame: 177.2 × 137.2 cm (69 3/4 × 54 in.)
('169.5', '.5', '129.5', '.5')
-> H: 169.5 W: 129.5
266537 | 23 x 17 cm (9 1/16 x 6 11/16 in.)
('23', None, '17', None)
-> H: 23 W: 17
266709 | 101.6 x 76.2 cm (40 x 30 in.)
('101.6', '.6', '76.2', '.2')
-> H: 101.6 W: 76.2
266746 | 23.5 x 33.7 cm (9 1/4 x 13 1/4 in.)
('23.5', '.5', '33.7', '.7')
-> H: 23.5 W: 33.7
266784 | 18.7 x 23.9 cm (7 3/8 x 9 7/16 in.)
('18.7', '.7', '23.9', '.9')
-> H: 18.7 W: 23.9
266850 | 24.4 x 19.4 cm (9 5/8 x 7 5/8 in.)
('24.4', '.4', '19.4', '.4')
-> H: 24.4 W: 19.4
266855 | 104.5 x 135.5cm (41 1/8 x 53 3/8in.)
Frame: 127 × 156.2 cm (50 × 61 1/2 in.)
('104.5', '.5', '135.5', '.5')
-> H: 104.5 W: 135.5
266859 | 110 x 185 cm (43 5/16 x 72 13/16 in.)
('110', None, '185', None)
-> H: 110 W: 185
267010 | 42.3 x 54.2 cm (16 5/8 x 21 5/16 in.)
('42.3', '.3', '54.2', '.2')
-> H: 42.3 W: 54.2
267041 | 194.3 x 204.5 cm (76 1/2 x 80 1/2 in.), framed
('194.3', '.3', '204.5', '.5')
-> H: 194.3 W: 204.5
267175 | 185.4 x 221.3 cm (73 x 87 1/8 in.)
('185.4', '.4', '221.3', '.3')
-> H: 185.4 W: 221.3
267193 | 61 x 50.8 cm (24 x 20 in.)
('61', None, '50.8', '.8')
-> H: 61 W: 50.8
267271 | 68.6 x 101.6cm (27 x 40in.)
Frame: 76.2 × 109.2 cm (30 × 43 in.)
('68.6', '.6', '101.6', '.6')
-> H: 68.6 W: 101.6
267362 | 19.6 x 24.3 cm. (7 3/4 x 9 9/16 in.), each
('19.6', '.6', '24.3', '.3')
-> H: 19.6 W: 24.3
267363 | 181.9 x 230.5 cm (71 5/8 x 90 3/4 in.)
('181.9', '.9', '230.5', '.5')
-> H: 181.9 W: 230.5
267748 | 34 x 25.7 cm (13 3/8 x 10 1/8 in.)
('34', None, '25.7', '.7')
-> H: 34 W: 25.7
267757 | 21 x 15 cm (8 1/4 x 5 15/16 in.)
('21', None, '15', None)
-> H: 21 W: 15
267775 | 37.9 x 46 cm (14 15/16 x 18 1/8 in.)
('37.9', '.9', '46', None)
-> H: 37.9 W: 46
267803 | 47.8 x 38.4 cm (18 13/16 x 15 1/8 in.)
('47.8', '.8', '38.4', '.4')
-> H: 47.8 W: 38.4
267838 | 47.8 × 38.4 cm (18 13/16 × 15 1/8 in.)
Frame: 34 5/8 × 29 5/8 in. (87.9 × 75.2 cm)
('47.8', '.8', '38.4', '.4')
-> H: 47.8 W: 38.4
267839 | 49.9 × 38.9 cm (19 5/8 × 15 5/16 in.)
Frame: 34 5/8 × 29 5/8 in. (87.9 × 75.2 cm)
('49.9', '.9', '38.9', '.9')
-> H: 49.9 W: 38.9
267842 | 39.3 x 48.3 cm (15 1/2 x 19 in.)
('39.3', '.3', '48.3', '.3')
-> H: 39.3 W: 48.3
269436 | 32.7 x 43.5 cm (12 7/8 x 17 1/8 in.)
('32.7', '.7', '43.5', '.5')
-> H: 32.7 W: 43.5
271716 | Image: 7 1/16 × 10 1/2 in. (18 × 26.6 cm)
('18', None, '26.6', '.6')
-> H: 18 W: 26.6
271948 | Image: 24.2 × 31.6 cm (9 1/2 × 12 7/16 in.)
Sheet: 24.9 × 32.3 cm (9 13/16 × 12 11/16 in.)
Mount: 28 × 33.9 cm (11 in. × 13 3/8 in.)
('24.2', '.2', '31.6', '.6')
-> H: 24.2 W: 31.6
271954 | Image: 187 x 93.4 cm (73 5/8 x 36 3/4 in.)
Frame: 223.5 x 130.8 cm (88 x 51 1/2 in.)
('187', None, '93.4', '.4')
-> H: 187 W: 93.4
272071 | 7.9 x 7.9 cm (3 1/8 x 3 1/8 in.)
('7.9', '.9', '7.9', '.9')
-> H: 7.9 W: 7.9
281940 | Frame: 43 1/2 × 33 1/2 in. (110.5 × 85.1 cm)
('110.5', '.5', '85.1', '.1')
-> H: 110.5 W: 85.1
281977 | 92.9 x 90.8 cm (36 9/16 x 35 3/4 in.)
('92.9', '.9', '90.8', '.8')
-> H: 92.9 W: 90.8
282515 | 8.7 x 11.7 cm (3 7/16 x 4 5/8 in.)
('8.7', '.7', '11.7', '.7')
-> H: 8.7 W: 11.7
282740 | 24.8 x 19 cm (9 3/4 x 7 1/2 in.)
('24.8', '.8', '19', None)
-> H: 24.8 W: 19
282757 | 210 x 165 cm (82 11/16 x 64 15/16 in.)
('210', None, '165', None)
-> H: 210 W: 165
282774 | Frame: 152.4 × 127 cm (60 × 50 in.)
('152.4', '.4', '127', None)
-> H: 152.4 W: 127
282778 | 18.9 x 23.7 cm (7 7/16 x 9 5/16 in.)
('18.9', '.9', '23.7', '.7')
-> H: 18.9 W: 23.7
282883 | 128.9 x 169.5 cm (50 3/4 x 66 3/4 in.)
('128.9', '.9', '169.5', '.5')
-> H: 128.9 W: 169.5
283236 | Image: 43.7 x 53.8 cm (17 3/16 x 21 3/16 in.)
('43.7', '.7', '53.8', '.8')
-> H: 43.7 W: 53.8
283277 | Image: 49 x 39.8cm (19 5/16 x 15 11/16in.)
('49', None, '39.8', '.8')
-> H: 49 W: 39.8
283720 | 7.8 x 10 cm (3 1/16 x 3 15/16 in.)
('7.8', '.8', '10', None)
-> H: 7.8 W: 10
283742 | 127 x 177.8cm (50 x 70in.)
Frame: 154.9 × 221 cm (61 × 87 in.)
('127', None, '177.8', '.8')
-> H: 127 W: 177.8
284086 | Dimensions vary from 8.4 x 7.5 cm (3 5/16 x 2 15/16 in.) to 45.7 x 55.9 cm (18 x 22 in.)
('8.4', '.4', '7.5', '.5')
-> H: 8.4 W: 7.5
284572 | 47 x 34.3 cm (18 1/2 x 13 1/2 in.)
('47', None, '34.3', '.3')
-> H: 47 W: 34.3
284712 | Image: 39.5 x 38.3 cm (15 9/16 x 15 1/16 in.)
Sheet: 50.8 x 40.6 cm (20 x 16 in.)
('39.5', '.5', '38.3', '.3')
-> H: 39.5 W: 38.3
285142 | 286725 | Image: 229 x 437 cm (90 3/16 x 172 1/16 in.)

('229', None, '437', None)
-> H: 229 W: 437
291951 | Image: 119.1 x 159.7 cm (46 7/8 x 62 7/8 in.)
Frame: 48 × 63 in. (121.9 × 160 cm)
('119.1', '.1', '159.7', '.7')
-> H: 119.1 W: 159.7
309868 | H. 5 1/2 x W. 4 1/2 in. (14 x 11.4 cm)
('14', None, '11.4', '.4')
-> H: 14 W: 11.4
310073 | H. 33 1/4 x W. 11 x D. 1 1/2 in. (84.5 x 27.9 x 3.8 cm)
('84.5', '.5', '27.9', '.9', '3.8', '.8')
-> H: 84.5 W: 27.9 D: 3.8
310453 | H. 39 in. (91.9 cm)
('91.9', '.9')
-> H: 91.9
310454 | H. 25 11/16 x W. 38 x D. 7 7/8 in. (65.2 x 96.5 x 20 cm)
('65.2', '.2', '96.5', '.5', '20', None)
-> H: 65.2 W: 96.5 D: 20
310870 | H. 25 3/16 x W. 7 7/8 x D. 6 1/2 in. (64 x 20 x 16.5 cm)
('64', None, '20', None, '16.5', '.5')
-> H: 64 W: 20 D: 16.5
310950 | H. 30 1/4 x W. 13 x  D. 9 in. (76.8 x 33 x 22.9 cm)
('76.8', '.8', '33', None, '22.9', '.9')
-> H: 76.8 W: 33 D: 22.9
310960 | H. 23 x W. 5 1/2 x D. 5 in. (58.4 x 14 x 12.7 cm)
('58.4', '.4', '14', None, '12.7', '.7')
-> H: 58.4 W: 14 D: 12.7
311159 | H. 75 x W. 24 x D. 6 1/2 in. (190.5 x 61 x 16.5 cm)
('190.5', '.5', '61', None, '16.5', '.5')
-> H: 190.5 W: 61 D: 16.5
311171 | H. 29 1/2 x W. 21 x D. 16 in. (74.9 x 53.3 x 40.6 cm)
('74.9', '.9', '53.3', '.3', '40.6', '.6')
-> H: 74.9 W: 53.3 D: 40.6
311183 | H. 55 1/8 x W. 15 x D. 1 1/2 in. (140 x 38.1 x 3.8 cm)
('140', None, '38.1', '.1', '3.8', '.8')
-> H: 140 W: 38.1 D: 3.8
311237 | H. 55 7/8 x W. 29 1/2 x D. 5 in. (141.9 x 74.9 x 12.7 cm)
('141.9', '.9', '74.9', '.9', '12.7', '.7')
-> H: 141.9 W: 74.9 D: 12.7
311290 | H. 42 1/2 x W. 23 x D. 7 in. (108 x 58.4 x 17.8 cm)
('108', None, '58.4', '.4', '17.8', '.8')
-> H: 108 W: 58.4 D: 17.8
311294 | H. 96 in (243.8 cm)
('243.8', '.8')
-> H: 243.8
311651 | H. 29 1/4 x W. 21 1/2 x D. 25 in. (74.3 x 54.6 x 63.5 cm)
('74.3', '.3', '54.6', '.6', '63.5', '.5')
-> H: 74.3 W: 54.6 D: 63.5
311950 | H. 21 1/2 x W. 25 x D. 22 3/4 in. (54.6 x 63.5 x 57.8 cm)
('54.6', '.6', '63.5', '.5', '57.8', '.8')
-> H: 54.6 W: 63.5 D: 57.8
312119 | H. 42 x W. 9 x D. 7 in. (106.7 x 22.9 x 17.8 cm)
('106.7', '.7', '22.9', '.9', '17.8', '.8')
-> H: 106.7 W: 22.9 D: 17.8
312180 | H. 20 3/4 x W. 15 x D. 4 in. (52.7 x 38.1 x 10.2 cm)
('52.7', '.7', '38.1', '.1', '10.2', '.2')
-> H: 52.7 W: 38.1 D: 10.2
312231 | H. 20 1/2  x  L.93  x  D. 18 1/2  in. (52.1 x 236.2 x 47 cm)
('52.1', '.1', '236.2', '.2', '47', None)
-> H: 52.1 W: 236.2 D: 47
312288 | H. 29 1/2 x W. 6 x  D. 5 1/4 in.(74.9 x 15.2 x 13.3 cm)
('74.9', '.9', '15.2', '.2', '13.3', '.3')
-> H: 74.9 W: 15.2 D: 13.3
312336 | H. 48 5/8 x W. 14 7/16 x D. 14 3/8 in. (123.5 x 36.6 x 36.5 cm)
('123.5', '.5', '36.6', '.6', '36.5', '.5')
-> H: 123.5 W: 36.6 D: 36.5
312342 | H. 23 1/8 x D. 10 1/4 x W. 10 in. (58.8 x 26 x 25.4 cm)
('58.8', '.8', '26', None, '25.4', '.4')
-> H: 58.8 W: 26 D: 25.4
312460 | H. 10 15/16 x W. 6 x D. 7 1/4 in. (27.9 x 15.2 x 18.4 cm)
('27.9', '.9', '15.2', '.2', '18.4', '.4')
-> H: 27.9 W: 15.2 D: 18.4
313313 | H. 24 x W. 23 3/4 x D. 6 1/2 in. (61 x 60.3 x 16.5 cm)
('61', None, '60.3', '.3', '16.5', '.5')
-> H: 61 W: 60.3 D: 16.5
313546 | H. 26 x W. 15 1/2 x D. 19 in. (66 x 39.4 x 48.3 cm)
('66', None, '39.4', '.4', '48.3', '.3')
-> H: 66 W: 39.4 D: 48.3
313629 | H. 36 1/8 x W. 8 1/2 x D. 8 1/2 in. (91.8 x 21.6 x 21.6 cm)
('91.8', '.8', '21.6', '.6', '21.6', '.6')
-> H: 91.8 W: 21.6 D: 21.6
313654 | H. 38 3/4 x W. 10 x D. 7 1/2 in. (98.4 x 25.4 x 19.1cm)
('98.4', '.4', '25.4', '.4', '19.1', '.1')
-> H: 98.4 W: 25.4 D: 19.1
313780 | H. 72 x W. 12 3/4 x D. 9 7/8 in. (182.9 x 32.4 x 25.1cm)
('182.9', '.9', '32.4', '.4', '25.1', '.1')
-> H: 182.9 W: 32.4 D: 25.1
313830 | H. 18 ft. × W. 39 in. × D. 63 in. (548.6 × 99.1 × 160 cm)
('548.6', '.6', '99.1', '.1', '160', None)
-> H: 548.6 W: 99.1 D: 160
314034 | H. 24 in. (61 cm)
('61', None)
-> H: 61
314366 | H. 43 1/2 x W. 10 1/4 x D. 8 3/4 in. (110.5 x 26 x 22.2 cm)
('110.5', '.5', '26', None, '22.2', '.2')
-> H: 110.5 W: 26 D: 22.2
314370 | H. 19 1/4 in. (48.9 cm)
('48.9', '.9')
-> H: 48.9
314704 | H. 35 3/8 x W. 9 x D. 10 3/8in. (89.9 x 22.9 x 26.4cm)
('89.9', '.9', '22.9', '.9', '26.4', '.4')
-> H: 89.9 W: 22.9 D: 26.4
314826 | H. 16 x W. 3 7/8 x D. 2 1/2 in. (40.6 x 9.9 x 6.4 cm)
('40.6', '.6', '9.9', '.9', '6.4', '.4')
-> H: 40.6 W: 9.9 D: 6.4
316007 | H. 13 1/2 in (34.3 cm)
('34.3', '.3')
-> H: 34.3
316008 | H. 71 x W. 12 x D. 10 1/2 in. (180.3 x 30.5 x 26.7 cm)
('180.3', '.3', '30.5', '.5', '26.7', '.7')
-> H: 180.3 W: 30.5 D: 26.7
316145 | H: 4 1/2 in. (11.4 cm)
('11.4', '.4')
317735 | H. 81 1/2 x W. 38 in. (207 x 96.5 cm)
('207', None, '96.5', '.5')
-> H: 207 W: 96.5
317792 | H. 11 1/2 in. (29.2 cm)
('29.2', '.2')
-> H: 29.2
318667 | H. 13 1/2 x W. 7 1/2 x D. 6 1/2 in. (34.3 x 19.1 x 16.5 cm)
('34.3', '.3', '19.1', '.1', '16.5', '.5')
-> H: 34.3 W: 19.1 D: 16.5
318765 | H. 10 1/4 in. (26 cm)
('26', None)
-> H: 26
318899 | H. 11 3/4 in. (29.8cm)
('29.8', '.8')
-> H: 29.8
319033 | H. 60 x W. 67 in. (152.4 x 170.2 cm)
('152.4', '.4', '170.2', '.2')
-> H: 152.4 W: 170.2
319233 | H. 8 1/4 in. (21 cm)
('21', None)
-> H: 21
319458 | H. 21 13/16 x W. 4 x D. 4 1/8 in. (55.4 x 10.2 x 10.5 cm)
('55.4', '.4', '10.2', '.2', '10.5', '.5')
-> H: 55.4 W: 10.2 D: 10.5
319872 | H. 86 3/4 x W. 128 in. (220.3 x 325.1 cm)
('220.3', '.3', '325.1', '.1')
-> H: 220.3 W: 325.1
320053 | H. 46 1/2 in. (118 cm), W. 19 1/2 in. (49.5 cm), D. 15 1/2 in. (39.4 cm)
('118', None)
-> H: 118
336773 | 29 1/2 x 47 1/4in. (74.9 x 120cm)
('74.9', '.9', '120', None)
-> H: 74.9 W: 120
337068 | Sheet: 25 11/16 x 19 11/16 in. (65.2 x 50 cm)
Plate: 18 1/4 x 14 7/8 in. (46.4 x 37.8 cm)
('65.2', '.2', '50', None)
-> H: 65.2 W: 50
337069 | Image: 16 1/2 x 10 1/4 in. (41.9 x 26 cm)
Sheet: 16 1/2 x 25 3/16 in. (41.9 x 64 cm)
('41.9', '.9', '26', None)
-> H: 41.9 W: 26
352328 | Sheet: 6 x 6 in. (15.2 x 15.2 cm)
('15.2', '.2', '15.2', '.2')
-> H: 15.2 W: 15.2
354644 | 24 1/4 x 39 inches (61.6 x 99 cm)
('61.6', '.6', '99', None)
-> H: 61.6 W: 99
360255 | Sheet: 11 5/16 x 7 1/2 in. (28.8 x 19 cm)
('28.8', '.8', '19', None)
-> H: 28.8 W: 19
383125 | Sheet: 8 5/16 x 6 1/2 in. (21.1 x 16.5 cm)
('21.1', '.1', '16.5', '.5')
-> H: 21.1 W: 16.5
413556 | Sheet: 2 5/8 x 1 7/16 in. (6.7 x 3.7 cm)
('6.7', '.7', '3.7', '.7')
-> H: 6.7 W: 3.7
446996 | H. 15 in. (38.1 cm)
Max. Diam. 4 5/16 in. (11 cm)
('38.1', '.1')
-> H: 38.1
449154 | H. 34 in. (86.4 cm)
W. 39 1/2 in. (100.3 cm)
D. 2 3/4 in. (7 cm)
 Estimated weight: 140 lbs.  (Weight extrapolated from dimensions of similar unframed Nishapur stucco.)
('86.4', '.4')
-> H: 86.4
472507 | Apse interior: 30 ft. 2 in. × 24 ft. 7 in. × 27 ft. 8 in. (919.5 × 749.3 × 843.3 cm)
b: (lion capital): 14 1/8 × 20 1/4 × 17 1/4 in. (35.9 × 51.4 × 43.8 cm)
f: (pier with acrobat): 60 × 12 1/4 × 12 1/2 in. (152.4 × 31.1 × 31.8 cm)
('919.5', '.5', '749.3', '.3', '843.3', '.3')
-> H: 919.5 W: 749.3 D: 843.3
481986 | 43 in. (109.2 cm)
('109.2', '.2')
482533 | Overall: 80 1/4 × 34 1/4 × 18 7/8 in., Weight: 153 lb. (203.8 × 87 × 47.9 cm, 69.4 kg)
Base: 30 1/2 × 34 1/4 × 18 7/8 in., Weight: 83 lb. (77.5 × 87 × 47.9 cm, 37.6 kg)
Top: 49 3/4 × 30 1/2 × 17 in., Weight: 70 lb. (126.4 × 77.5 × 43.2 cm, 31.8 kg)
('203.8', '.8', '87', None, '47.9', '.9')
-> H: 203.8 W: 87 D: 47.9
486636 | 3 3/8 x 9 x 9 3/8 in. (8.6 x 22.9 x 23.8 cm)
('8.6', '.6', '22.9', '.9', '23.8', '.8')
-> H: 8.6 W: 22.9 D: 23.8
487424 | 50 1/4 x 33 3/4 x 14 in. (127.6 x 85.7 x 35.6 cm)
('127.6', '.6', '85.7', '.7', '35.6', '.6')
-> H: 127.6 W: 85.7 D: 35.6
488326 | 18 5/8 x 15 5/8 in. (47.3 x 39.7 cm)
('47.3', '.3', '39.7', '.7')
-> H: 47.3 W: 39.7
489972 | 26 7/8 × 17 3/4 in. (68.3 × 45.1 cm)
('68.3', '.3', '45.1', '.1')
-> H: 68.3 W: 45.1
490759 | Tea Urn, 1a-c:  H. 14-1/2, D. 11 in. (36.8 x 19.7 cm)
Tray, 2:  H. 5/8 Diam. 17-5/8 in. (44.5 cm)
Creamer, 3:  H. 3, W. 6, D. 3-7/8 in. (7.6 x 15.2 x 9.8 cm)
Sugar Bowl, 4a,b:  H. 6-3/4, W. 6, D. 3-7/8 in. (17.1 x 15.2 x 9.8 cm)
Large Tray, 5: H. 1/2 Diam. 20-3/8 in. (51.4 cm)
('36.8', '.8', '19.7', '.7')
-> H: 36.8 W: 19.7
490893 | 12 1/8 x 12 1/2 x 3 1/2 in. (30.8 x 31.8 x 8.9 cm)
('30.8', '.8', '31.8', '.8', '8.9', '.9')
-> H: 30.8 W: 31.8 D: 8.9
491299 | 3 1/4 × 4 1/4 × 6 1/2 in. (8.3 × 10.8 × 16.5 cm)
('8.3', '.3', '10.8', '.8', '16.5', '.5')
-> H: 8.3 W: 10.8 D: 16.5
491720 | --- Unmatched: Various dimensions
492332 | --- Unmatched: 17 ft. 3 in. x 26 ft. 3 in. (3.71 x 5.26 x 8 m.)
492747 | 26 1/2 x 40 x 44 1/2 in. (67.3 x 101.6 x 113 cm)
('67.3', '.3', '101.6', '.6', '113', None)
-> H: 67.3 W: 101.6 D: 113
494703 | 22 x 25 x 10 in. (55.9 x 63.5 x 25.4 cm)
Weight: 1 lb. (.5 kg)
('55.9', '.9', '63.5', '.5', '25.4', '.4')
-> H: 55.9 W: 63.5 D: 25.4
494943 | Variable: 112-3/4 x 80 x 81-1/2 in. (286.4 x 203.2 x 207 cm)
('286.4', '.4', '203.2', '.2', '207', None)
-> H: 286.4 W: 203.2 D: 207
495458 | 89 3/4 x 89 1/4 x 16 1/2 in. (228 x 226.7 x 41.9 cm)
('228', None, '226.7', '.7', '41.9', '.9')
-> H: 228 W: 226.7 D: 41.9
500605 | Height: 22 in. (55.9 cm)
Width: 22 in. (55.9 cm)
('55.9', '.9')
-> H: 55.9
500637 | Height: 19 in. (48.3 cm)
('48.3', '.3')
-> H: 48.3
500709 | W. 45 1/2 × D. 5 7/8 in. (115.5 × 15 cm)
('115.5', '.5', '15', None)
-> H: 115.5 W: 15
500736 | Height: 12 in. (30.5 cm)
Diameter: 6 1/2 in. (16.5 cm)
('30.5', '.5')
-> H: 30.5
500782 | 5 3/8 × 7 × 6 7/16 in. (13.7 × 17.8 × 16.4 cm)
('13.7', '.7', '17.8', '.8', '16.4', '.4')
-> H: 13.7 W: 17.8 D: 16.4
500928 | 42 1/4 × 9 3/4 × 2 1/2 in. (107.3 × 24.8 × 6.4 cm)
('107.3', '.3', '24.8', '.8', '6.4', '.4')
-> H: 107.3 W: 24.8 D: 6.4
501109 | L. 34 1/16 x W. 17 15/16 × D. 8 11/16  in (86.5 x 45.5 × 22 cm)
('86.5', '.5', '45.5', '.5', '22', None)
-> H: 86.5 W: 45.5 D: 22
501213 | L. 21 in. (53.3 cm)
('53.3', '.3')
501227 | 12 3/16 × 4 1/16 × 4 1/8 in. (31 × 10.3 × 10.5 cm)
('31', None, '10.3', '.3', '10.5', '.5')
-> H: 31 W: 10.3 D: 10.5
501536 | Height: 29 15/16 in. (76 cm)
Width: 8 1/4 in. (21 cm)
('76', None)
-> H: 76
501876 | Height: 18 in. (45.7 cm)
Width: 11 in. (27.9 cm)
Diameter (At widest point): 35 1/2 in. (90.2 cm)
Diameter (Of base): 31 in. (78.7 cm)
('45.7', '.7')
-> H: 45.7
502040 | H. 35 5/16 × W. 34 1/4 × D. 8 1/16 in. (89.7 × 87 × 20.5 cm)
('89.7', '.7', '87', None, '20.5', '.5')
-> H: 89.7 W: 87 D: 20.5
502048 | L: 54 in. (137.2 cm)
('137.2', '.2')
502064 | H. 22 1/16 × W. 24 × D. 12 3/16 in. (56 × 61 × 31 cm)
('56', None, '61', None, '31', None)
-> H: 56 W: 61 D: 31
502402 | Height: 25 in. (63.5 cm)
Diameter: 11 in. (27.9 cm)
('63.5', '.5')
-> H: 63.5
502625 | 26 5/8 × 2 1/8 × 1 5/8 in. (67.6 × 5.4 × 4.1 cm)
('67.6', '.6', '5.4', '.4', '4.1', '.1')
-> H: 67.6 W: 5.4 D: 4.1
502761 | Tsii'edo'a'tl: 17 5/16 × 5 1/4 × 3 3/4 in. (44 × 13.3 × 9.5 cm)
Bow: 3 1/8 × 5/8 × 21 in. (7.9 × 1.6 × 53.3 cm)
('44', None, '13.3', '.3', '9.5', '.5')
-> H: 44 W: 13.3 D: 9.5
502833 | 19 × 2 3/4 in. (48.3 × 7 cm)
('48.3', '.3', '7', None)
-> H: 48.3 W: 7
502914 | 18 3/4 × 1 1/4 × 2 3/8 in. (47.6 × 3.2 × 6 cm)
('47.6', '.6', '3.2', '.2', '6', None)
-> H: 47.6 W: 3.2 D: 6
503052 | --- Unmatched: L. longest pipe 45.4 cm (17-7/8 in.); L. shortest pipe 18.1 cm (7-1/8 in.)
503060 | 45 9/16 × 20 11/16 × 17 in. (115.8 × 52.5 × 43.2 cm)
('115.8', '.8', '52.5', '.5', '43.2', '.2')
-> H: 115.8 W: 52.5 D: 43.2
503160 | Height: 20 7/8 in. (53 cm)
Width: 21 5/8 in. (55 cm)
Depth: 13 3/4 in. (35 cm)
('53', None)
-> H: 53
503200 | Height: 32 3/8 in. (82.2 cm)
Diameter (Maximum): 24 7/16 in. (62 cm)
Diameter (Drum head): 21 3/4 in. (55.3 cm)
('82.2', '.2')
-> H: 82.2
503204 | 29 7/16 × 9 1/2 × 6 7/8 in. (74.7 × 24.2 × 17.5 cm)
('74.7', '.7', '24.2', '.2', '17.5', '.5')
-> H: 74.7 W: 24.2 D: 17.5
503206 | 3 5/8 × 64 15/16 × 14 9/16 in. (9.2 × 165 × 37 cm)
('9.2', '.2', '165', None, '37', None)
-> H: 9.2 W: 165 D: 37
503282 | 38 × 14 3/8 × 4 in. (96.5 × 36.5 × 10.2 cm)
('96.5', '.5', '36.5', '.5', '10.2', '.2')
-> H: 96.5 W: 36.5 D: 10.2
503340 | 8 × 74 3/4 × 10 in. (20.3 × 189.9 × 25.4 cm)
('20.3', '.3', '189.9', '.9', '25.4', '.4')
-> H: 20.3 W: 189.9 D: 25.4
503442 | 8 × 57 1/2 × 8 in. (20.3 × 146.1 × 20.3 cm)
('20.3', '.3', '146.1', '.1', '20.3', '.3')
-> H: 20.3 W: 146.1 D: 20.3
503519 | --- Unmatched: L. 50 ×  Diam. Largest 4 3/4 -  smallest 1 1/2  in. (127 × 12.1 - 3.8 cm)
503529 | 49 × 13 1/2 × 12 3/16 in. (124.5 × 34.3 × 31 cm)
('124.5', '.5', '34.3', '.3', '31', None)
-> H: 124.5 W: 34.3 D: 31
503672 | Sankh: 6 × 6 × 16 3/4 in. (15.2 × 15.2 × 42.5 cm)
Stand: 2 1/4 × 4 3/4 × 5 3/4 in. (5.7 × 12.1 × 14.6 cm)
('15.2', '.2', '15.2', '.2', '42.5', '.5')
-> H: 15.2 W: 15.2 D: 42.5
503679 | L 9 3/16 × W. 6 5/8 in. (23.4 × 16.9 cm)
('23.4', '.4', '16.9', '.9')
-> H: 23.4 W: 16.9
503936 | Height: 7 in. (17.8 cm)
Width (Of base): 4 1/16 in. (10.3 cm)
('17.8', '.8')
-> H: 17.8
505501 | --- Unmatched: Length:  56.5 cm (22-1/4 in.)
591867 | --- Unmatched: 4 vols. in box
591869 | H: 10 1/4 in. (26 cm)
('26', None)
591870 | H: 18 1/2 in. (47 cm)
('47', None)
591871 | H: 13 3/8 in. (34 cm)
('34', None)
591872 | vols. 1–8; H. 14 5/8 in. (37 cm)
('37', None)
591873 | --- Unmatched: 4 nos. in 3 vols.; H. (irregular): 11 in. ( 28 cm)
680379 | --- Unmatched: 2 volumes : frontispiece (portrait), illustrations (some color), 93 plates (some color, including map), 2 diagrams; 
Height: 24 13/16 in. (63 cm); 
Width: 18 7/8 in. (48 cm)
697342 | 140, 4 pages, frontispiece, illustrations, Height: 12 3/16 in. (31 cm)
('31', None)
697355 | 83 pages, 3 leaves : illustrations, plates ; Height: 8 11/16 in. (22 cm)
('22', None)
697701 | 176 pages, illustrations ; Height: 12 3/16 in. (31 cm)
('31', None)
698851 | 8 unnumbered pages, 56 pages, 8 unnumbered leaves of plates : illustrations ; Height: 9 1/16 in. (23 cm)
('23', None)
699928 | 831 leaves of plates : col. ill. ; Height: 11 13/16 in. (30 cm)
('30', None)
700046 | cix, 164 pages, [100] leaves of plates : illustrations (some color) ; Height: 11 13/16 in. (30 cm)
('30', None)
702543 | 1 volume (unpaged) : illustrations ; Height: 9 1/16 in. (23 cm)
('23', None)
706047 | illustrations ; height: 8 11/16 in. (22 cm)
('22', None)
708838 | 1 volume (unpaged) : (chiefly illustrations (some folded, some color)) ; 11 × 11 × 1/2 in. (27.9 × 27.9 × 1.3 cm)
('27.9', '.9', '27.9', '.9', '1.3', '.3')
-> H: 27.9 W: 27.9 D: 1.3
708839 | 22 unnumbered pages : (chiefly illustrations, some color) ; 8 1/2 × 10 7/8 × 3/8 in. (21.6 × 27.6 × 1 cm)
('21.6', '.6', '27.6', '.6', '1', None)
-> H: 21.6 W: 27.6 D: 1
708840 | 1 portfolio (4 unnumbered pages, 56 leaves of plates) : illustrations (some color) ; 13 × 10 in. (33 × 25.4 cm)
('33', None, '25.4', '.4')
-> H: 33 W: 25.4
717548 | 36 in. × 8 ft. 9 1/2 in. (91.4 × 268 cm)
('91.4', '.4', '268', None)
-> H: 91.4 W: 268
726681 | xii, 690 pages : illustrations, plates, color frontispiece, 7 color plates ; Height: 11 7/16 in. (29 cm)
('29', None)
727404 | 2 volumes : samples ; Height: 12 5/8 in. (32 cm) + 2 sheets (contents)
('32', None)
736324 | 11 7/16 × 13 3/4 in. (29 × 35 cm)
('29', None, '35', None)
-> H: 29 W: 35
736858 | 87 pages, [21] leaves of plates : illustrations (some color), facsimiles ; Height: 16 9/16 in. (42 cm)
('42', None)
737721 | 1 bound volume (80 p. : ill. ; 36 cm.), 1 portfolio (80 folders of col. ill. + "Commentary," 1 paperbound v. ; 36 cm.) : chiefly col. ill. ; in cloth-covered case ; Height: 14 9/16 in. (37 cm)
('37', None)
737907 | 12 3/4 × 9 13/16 × 5/16 in. (32.4 × 24.9 × 0.8 cm)
('32.4', '.4', '24.9', '.9', '0.8', '.8')
-> H: 32.4 W: 24.9 D: 0.8
739510 | 1 volume (unpaged) : samples ; Height: 8 1/4 in. (21 cm)
('21', None)
739518 | 1 volume : frontispiece, illustrations, plates, plans, facsimiles ; Height: 16 15/16 in. (43 cm)
('43', None)
747642 | 47 pages : illustrations ; Height: 11 in. (28 cm) ; Width: 14 3/16 in. (36 cm)
('28', None)
747646 | 159 pages; Height: 9 7/16 in. (24 cm)
('24', None)
747650 | 89 pages : illustrations; Height: 8 11/16 in. (22 cm)
('22', None)
747655 | volume : illustrations; Height: 9 13/16 in. (25 cm)
('25', None)
747661 | volume : illustrations; Height: 12 5/8 in. (32 cm)
('32', None)
747797 | 1 volume (unpaged) : illustrations ; Height: 6 5/16 in. (16 cm)
('16', None)
747798 | 16 unnumbered pages : illustrations (some color); Height: 9 13/16 in. (25 cm)
('25', None)
749358 | 1 volume : illustrations, plates ; Height: 15 3/4 in. (40 cm)
('40', None)
749368 | 1 volume : illustrations, plates ; Height: 15 3/4 in. (40 cm)
('40', None)
749370 | 8 unnumbered pages : Height: 7 7/8 in. (20 cm)
('20', None)
749592 | 7 pages, 30 plates ; Height: 16 15/16 in. (43 cm)
('43', None)
749639 | 50 3/4 × 82 1/2 in. (128.9 × 209.6 cm)
('128.9', '.9', '209.6', '.6')
-> H: 128.9 W: 209.6
751309 | [12] pages : illustrations ; Height: 9 7/16 in. (24 cm)
('24', None)
752562 | --- Unmatched: 62 items : illustrations, music
752566 | --- Unmatched: 62 items : illustrations, music
752567 | --- Unmatched: 62 items : illustrations, music
752568 | --- Unmatched: 62 items : illustrations, music
752570 | --- Unmatched: 62 items : illustrations, music
752572 | --- Unmatched: 62 items : illustrations, music
752574 | --- Unmatched: 62 items : illustrations, music
752582 | --- Unmatched: 62 items : illustrations, music
752586 | --- Unmatched: 62 items : illustrations, music
752589 | --- Unmatched: 62 items : illustrations, music
752591 | --- Unmatched: 62 items : illustrations, music
752596 | --- Unmatched: 62 items : illustrations, music
752597 | --- Unmatched: 62 items : illustrations, music
752598 | --- Unmatched: 62 items : illustrations, music
752599 | --- Unmatched: 62 items : illustrations, music
752600 | --- Unmatched: 62 items : illustrations, music
752602 | --- Unmatched: 62 items : illustrations, music
752603 | --- Unmatched: 62 items : illustrations, music
752605 | --- Unmatched: 62 items : illustrations, music
752606 | --- Unmatched: 62 items : illustrations, music
752607 | --- Unmatched: 62 items : illustrations, music
752609 | --- Unmatched: 62 items : illustrations, music
755011 | Illustrations ; Height: 10 1/4 in. (26 cm)
('26', None)
755772 | 6 volumes : frontispiece, 14 engraved folded plates (including plans) ; Height: 6 11/16 in. (17 cm)
('17', None)
755774 | 2 volumes : 10 folded plates, 3 folded plans ; Height: 6 11/16 in. (17 cm)
('17', None)
755777 | 9 unnumbered pages, 117 pages ; Height: 10 1/4 in. (26 cm)
('26', None)
755783 | 2 volumes : frontispiece, 29 plates (18 folded) ; Height: 6 11/16 in. (17 cm)
('17', None)
755786 | [6], 84, [12] pages : 5 folded plans ; Height: 6 11/16 in. (17 cm)
('17', None)
755789 | 24, 407 pages, 1 leaf of plates : illustrations ; Height: 6 11/16 in. (17 cm)
('17', None)
756894 | --- Unmatched: 62 items : illustrations, music
760245 | 6 volumes : frontispiece, 14 engraved folded plates (including plans) ; Height: 6 11/16 in. (17 cm)
('17', None)
760247 | 6 volumes : frontispiece, 14 engraved folded plates (including plans) ; Height: 6 11/16 in. (17 cm)
('17', None)
760248 | 6 volumes : frontispiece, 14 engraved folded plates (including plans) ; Height: 6 11/16 in. (17 cm)
('17', None)
760249 | 6 volumes : frontispiece, 14 engraved folded plates (including plans) ; Height: 6 11/16 in. (17 cm)
('17', None)
760250 | 6 volumes : frontispiece, 14 engraved folded plates (including plans) ; Height: 6 11/16 in. (17 cm)
('17', None)
760251 | 2 volumes : 10 folded plates, 3 folded plans ; Height: 6 11/16 in. (17 cm)
('17', None)
769306 | [8], 244 leaves of plates : chiefly illustrations (engravings), portrait ; Height: 18 1/2 in. (47 cm)
('47', None)
769368 | volume : illustrations (some color) ; Height: 12 1/16 in. (30.7 cm)
('30.7', '.7')
769372 | volume : illustrations ( some color) ; Height: 13 1/16 in. (33.2 cm)
('33.2', '.2')
769373 | volume : illustrations ; Height: 12 7/8 in. (32.7 cm)
('32.7', '.7')
769387 | volume : illustrations ; Height: 12 11/16 in. (32.3 cm)
('32.3', '.3')
773144 | 207 pages, illustrations (some color), Height: 10 1/4 in. (26 cm)
('26', None)
787771 | 2 pages, l, ii, [2], 72, 4 pages : illustrations, 71 plates (1 folded) ; Height: 22 13/16 in. (58 cm)
('58', None)
787806 | 7 pages of leaves, 3-106 pages, 3 leaves : frontispiece, plates ; Height: 8 11/16 in. (22 cm)
('22', None)
787807 | 45 pages : 1 leaf including color frontispiece, illustrations ; Height: 9 13/16 in. (25 cm)
('25', None)
811179 | 1 volume : chiefly color illustrations, samples ; Height: 13 3/4 in. (35 cm) - 17 11/16 in. (45 cm)

('35', None)
811180 | 2 volumes : illustrations (some color) ; Height: 15 3/4 in. (40 cm)
('40', None)
811182 | 2 pages, leaf, ii, [3]-52 pages, 85 leaves of plates : illustrations, map, 12 plans ; Height: 23 5/8 × 16 9/16 in. (60 cm)
('60', None)
811186 | 1 sound disc : analog, 33 1/3 rpm; Height: 12 in. (30.5 cm)
('30.5', '.5')
812492 | [4] pages, [15] leaves of plates : color illustrations, plates ; Height: 19 5/16 in. (49 cm) x Width: 16 1/8 in. (41 cm)
('49', None)
813836 | Height: 10 7/8 in. (27.6 cm)
Width: 8 3/8 in. (21.3 cm)
('27.6', '.6')
-> H: 27.6
813837 | Height: 10 7/8 in. (27.6 cm)
Width: 8 3/8 in. (21.3 cm)
('27.6', '.6')
-> H: 27.6
813838 | Height: 10 7/8 in. (27.6 cm)
Width: 8 3/8 in. (21.3 cm)
('27.6', '.6')
-> H: 27.6
813839 | Height: 10 7/8 in. (27.6 cm)
Width: 8 3/8 in. (21.3 cm)
('27.6', '.6')
-> H: 27.6
813852 | 24 pages : all photographs ; Height: 8 1/4 in. (21 cm) x Width: 11 7/16 in. (29 cm)
('21', None)
813854 | 84 leaves : chiefly illustrations ; Height: 25 3/16 in. (64 cm)
('64', None)
813855 | [4], 314 pages, [7] folded leaves of plates : diagrams ; Height: 8 1/4 in. (21 cm)
('21', None)
814025 | 2 preliminary leaves, 6, [106] pages : 100 plates (some color including frontispiece) ; Height: 22 7/16 in. (57 cm) x Width: 15 3/8 in. (39 cm)
('57', None)
815475 | 21 leaves of plates : all illustrations ; Height: 13 3/4 in. (35 cm)
('35', None)
818177 | 1 sheet ; Height: 8 1/4 in. (21 cm) x Width: 5 7/8 in. (15 cm)
('21', None)
818844 | 85 pages, Height: 9 7/16 in. (24 cm)
('24', None)
818847 | xix, 100, 37 pages, Height: 10 1/4 in. (26 cm)
('26', None)
818854 | 101 pages, Height: 9 1/16 in. (23 cm)
('23', None)
818860 | 241 pages, Height: 9 7/16 in. (24 cm)
('24', None)
818874 | 111 pages : illustrations ; Height: 9 7/16 in. (24 cm)
('24', None)
818890 | 51 pages : illustrations ; Height: 9 1/16 in. (23 cm)
('23', None)
818891 | 66 pages ; Height: 9 7/16 in. (24 cm)
('24', None)
818893 | 133 pages, [1] folded leaf of plates : illustrations ; Height: 9 7/16 in. (24 cm)
('24', None)
818895 | 190, [6] pages, 6 leaves of plates : illustrations (some color) ; Height: 9 1/16 in. (23 cm)
('23', None)
820544 | 9 volumes : illustrations ; Height: 21 5/8 in. (55 cm)
('55', None)
820559 | 266 pages : illustrations ; Height: 12 3/16 in. (31 cm)
('31', None)
820668 | --- Unmatched: 16 volumes ; 50 cm. or smaller + 5 boxes of catalog cards
820669 | xvii pages, 1 leaves, 380 pages : illustrations, plates ; Height: 13 3/4 in. (35 cm) x Width: 11 in. (28 cm)
('35', None)
820673 | ca. 375 leaves in various foliations : illustrations, samples ; Height: 11 13/16 in. (30 cm)
('30', None)
820676 | ca. 375 leaves in various foliations : illustrations, samples ; Height: 11 13/16 in. (30 cm)
('30', None)
820677 | 1 volume (139 pages) ; Height: 17 5/16 in. (44 cm)
('44', None)
820680 | --- Unmatched: 284 leaves
820681 | 1 volume (unpaged) : illustrations (some color) ; Height: 8 1/4 in. (21 cm) x Width: 9 1/16 in. (23 cm)
('21', None)
820684 | 57 pages : illustrations ; Height: 12 5/8 in. (32 cm)
('32', None)
820685 | 31 pages : illustrations ; Height: 9 7/16 in. (24 cm)
('24', None)
820686 | 120 pages : illustrations ; Height: 9 1/16 in. (23 cm)
('23', None)
820688 | 28 volumes : illustrations (some color) ; Height: 9 7/16 in. (24 cm) - 15 3/4 in. (40 cm)
('24', None)
821386 | [64] leaves : illustrations ; Height: 17 11/16 × 15 3/8 in. (45 × 39 cm)
('45', None, '39', None)
-> H: 45 W: 39
821397 | xi, 105 pages, [2] pages of plates : illustrations ; Height: 15 3/8 in. (39 cm)
('39', None)
821398 | [158] plates, 36 pages ; Height: 20 1/2 in. (52 cm)
('52', None)
821874 | Height: 5 1/8 in. (13 cm)
Width: 3 15/16 in. (10 cm)
('13', None)
-> H: 13
821878 | Height: 5 1/2 in. (14 cm)
Width: 3 15/16 in. (10 cm)
('14', None)
-> H: 14
821879 | Height: 4 3/4 in. (12 cm)
Width: 4 5/16 in. (11 cm)
('12', None)
-> H: 12
821880 | Height: 5 1/8 in. (13 cm)
Width: 3 15/16 in. (10 cm)
('13', None)
-> H: 13
821881 | 1 volume (unpaged) : illustrations ; Height: 5 7/8 in. (15 cm) ; Width: 9 7/16 in. (24 cm)
('15', None)
821896 | 12 pages : all samples ; Height: 11 7/16 in. (29 cm)
('29', None)
821898 | 26 leaves : chiefly color illustrations ; Height: 9 1/16 in. (23 cm)
('23', None)
821928 | volumes : illustrations, plates (some color) ; Height: 16 9/16 in. (42 cm)
('42', None)
821930 | volumes : illustrations, plates (some color) ; Height: 16 9/16 in. (42 cm)
('42', None)
821934 | 25 volumes : illustrations, portraits ; Height: 14 3/16 in. (36 cm)
('36', None)
821935 | 2 volumes : plates, map ; Height: 9 1/16 in. (23 cm)
('23', None)
821938 | 2 volumes : plates, map ; Height: 9 1/16 in. (23 cm)
('23', None)
823304 | 46 unnumbered pages :1 illustration ; Height: 11 7/16 in. (29 cm)
('29', None)
823364 | 1 box (approximately 34 various pieces) : illustrations ; Height: 14 9/16 in. (37 cm) ; Width: 11 13/16 in. (30 cm) Depth: 3 1/8 in. (8 cm)
('37', None)
824357 | 2 volumes in 1 : illustrations ; Height: 11 in. (28 cm)
('28', None)
for index, row in missing_hdf.iterrows():
    id   = row['Object ID']
    dim  = row['Dimensions']
    name = row['Object Name']
    print (id,name,dim)
    search('{:d} x {:d} in.', dim)
    
282 Window 132 x 102 in. (335.3 x 259.1 cm)
3577 Ewer Overall: 19 1/16 x 8 3/4 x 6 3/8 in. (48.4 x 22.2 x 16.2 cm); 64 oz. 9 dwt. (2005.6 g)
Plateau: 2 5/16 x 17 1/4 in. (5.9 x 43.8 cm); 67 oz. 2 dwt. (2086.5 g)
7873 Windows and Paneling 13 ft. 7 1/2 in. × 28 ft. 7 in. × 47 ft. 8 5/8 in. (415.3 × 871.2 × 1454.5 cm)
Each window panel: 53 3/4 x 22 3/4 in. (136.5 x 57.8 cm)
11494 Sculpture 72 x 32 1/2 x 54 in. (182.9 x 82.6 x 137.2 cm)
15590 Sculpture 9 1/2 x 37 1/2 x 6 1/4 in. (24.1 x 95.3 x 15.9 cm)
22871 Saber with scabbard sword: L. 39 1/4 in. (99.8 cm); L. of blade 33 in. (83.7 cm); Wt. 2 lb. 8 oz. (1129 g); scabbard: L. 34 5/8 in. (88 cm); Wt. 2 lb. 4 oz. (1023 g)
23205 Armor H. 66 1/2 in. (168.9 cm), Wt. 41 lb. (18.6 kg)
79142 Evening dress nan
---------------------------------------------------------------------------
TypeError                                 Traceback (most recent call last)
<ipython-input-12-0396c28231bf> in <module>
      5     name = row['Object Name']
      6     print (id,name,dim)
----> 7     search('{:d} x {:d} in.', dim)
      8 

/srv/paws/lib/python3.6/site-packages/parse.py in search(format, string, pos, endpos, extra_types, evaluate_result, case_sensitive)
   1262     '''
   1263     p = Parser(format, extra_types=extra_types, case_sensitive=case_sensitive)
-> 1264     return p.search(string, pos, endpos, evaluate_result=evaluate_result)
   1265 
   1266 

/srv/paws/lib/python3.6/site-packages/parse.py in search(self, string, pos, endpos, evaluate_result)
    800         '''
    801         if endpos is None:
--> 802             endpos = len(string)
    803         m = self._search_re.search(string, pos, endpos)
    804         if m is None:

TypeError: object of type 'float' has no len()