%%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()
CPU times: user 7.54 s, sys: 576 ms, total: 8.12 s
Wall time: 8.13 s
# Make a list of highlights from object numbers
hlist = hdf['Object ID'].tolist()

# Make a string of the object numbers, each in quotes, space separated for doing a SPARQL query via VALUES ?ids {}
hstring = ' '.join('"' + str(item) + '"' for item in hlist)
len(hstring.split())
1972
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']),
    })

df_highlights_byvalues = pd.DataFrame(resultarray)
df_highlights_byvalues.info()
<class 'pandas.core.frame.DataFrame'>
RangeIndex: 1659 entries, 0 to 1658
Data columns (total 2 columns):
metid    1659 non-null int64
qid      1659 non-null int64
dtypes: int64(2)
memory usage: 26.0 KB
missing_hdf = hdf[~hdf['Object ID'].isin(df_highlights_byvalues['metid'])].copy(deep=False)
present_hdf = hdf[hdf['Object ID'].isin(df_highlights_byvalues['metid'])].copy(deep=False)

missing_hdf[['Is Highlight','Object ID','Classification','Object Name','Department','Artist Display Name','Artist Role','Artist Begin Date','Dimensions','Is Public Domain']].sample(10)
Is Highlight Object ID Classification Object Name Department Artist Display Name Artist Role Artist Begin Date Dimensions Is Public Domain
430439 True 739510 NaN NaN The Libraries NaN NaN NaN 1 volume (unpaged) : samples ; Height: 8 1/4 i... False
158922 True 262720 Photographs Photograph Photographs Brassaï Artist 1899 28.3 x 22.7 cm (11 1/8 x 8 15/16 in.) False
187966 True 311237 Wood-Sculpture Skull hook Arts of Africa, Oceania, and the Americas NaN NaN NaN H. 55 7/8 x W. 29 1/2 x D. 5 in. (141.9 x 74.9... False
438243 True 752609 NaN NaN The Libraries NaN NaN NaN 62 items : illustrations, music False
407065 True 698851 NaN NaN The Libraries Charles B. Falls|Viking Press|James Weldon Joh... Artist|Publisher|Author|Artist 1874 |1871 |1899 8 unnumbered pages, 56 pages, 8 unnumbered lea... False
195474 True 319233 Wood-Sculpture Figure Arts of Africa, Oceania, and the Americas NaN NaN NaN H. 9 × . W. 5 1/2 × D. 3 in. (22.9 × 14 × 7.6 cm) False
163017 True 266859 Prints Print Photographs Jean-Marc Bustamante Artist 1952 110 x 185 cm (43 5/16 x 72 13/16 in.) False
465850 True 823364 NaN NaN The Libraries X-Art Foundation Publisher NaN 1 box (approximately 34 various pieces) : illu... False
464507 True 820686 NaN NaN The Libraries Hideo Saitō|Tatsuo Okada Author|Illustrator 1904 120 pages : illustrations ; Height: 9 1/16 in.... False
163168 True 267010 Photographs Photograph Photographs Hiroshi Sugimoto Artist 1948 42.3 x 54.2 cm (16 5/8 x 21 5/16 in.) False
# Stats on missing highlights

missing_hdf['Department'].value_counts()
The Libraries                                141
Photographs                                   63
Arts of Africa, Oceania, and the Americas     46
Musical Instruments                           34
Modern and Contemporary Art                   15
Drawings and Prints                            8
American Decorative Arts                       7
European Sculpture and Decorative Arts         3
Arms and Armor                                 2
Islamic Art                                    2
European Paintings                             1
Name: Department, dtype: int64
missing_hdf['Is Public Domain'].value_counts()
False    276
True      46
Name: Is Public Domain, dtype: int64
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: 10780 entries, 0 to 10779
Data columns (total 2 columns):
metid    10780 non-null int64
qid      10780 non-null int64
dtypes: int64(2)
memory usage: 168.5 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()
10687
dept_name = 'Asian Art'

dept_missing_df = missing_df[missing_df['Department'].str.contains(dept_name)].copy(deep=False)
dept_present_df = present_df[present_df['Department'].str.contains(dept_name)].copy(deep=False)

dept_missing_hdf = missing_hdf[missing_hdf['Department'].str.contains(dept_name)].copy(deep=False)
dept_present_hdf = present_hdf[present_hdf['Department'].str.contains(dept_name)].copy(deep=False)

dept_all_df = df[df['Department'].str.contains(dept_name)].copy(deep=False)
dept_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
32096 True 37788 Paintings Folio Master of the Jaunpur Kalpasutra Artist NaN Overall: 4 5/8 x 11 1/2 in. (11.8 x 29.2 cm) True
65449 False 78749 Illustrated Books Illustrated book Kitagawa Utamaro Artist 1754 10 1/16 × 7 1/2 in. (25.5 × 19 cm) True
36213 True 42229 Ceramics Vase NaN NaN NaN H. 7 3/4 in. (19.7 cm) True
65337 False 78637 Illustrated Books Illustrated books Katsushika Hokusai Artist 1760 each: 9 1/4 × 6 5/8 in. (23.5 × 16.9 cm) True
47802 False 55485 Prints Print Kitagawa Utamaro Artist 1754 H. 24 3/4 in. (62.9 cm); W. 5 5/16 in. (13.5 cm) True
dept_missing_hdf.info()
<class 'pandas.core.frame.DataFrame'>
Int64Index: 0 entries
Data columns (total 44 columns):
Object Number              0 non-null object
Is Highlight               0 non-null bool
Is Public Domain           0 non-null bool
Object ID                  0 non-null int64
Department                 0 non-null object
Object Name                0 non-null object
Title                      0 non-null object
Culture                    0 non-null object
Period                     0 non-null object
Dynasty                    0 non-null object
Reign                      0 non-null object
Portfolio                  0 non-null object
Artist Role                0 non-null object
Artist Prefix              0 non-null object
Artist Display Name        0 non-null object
Artist Display Bio         0 non-null object
Artist Suffix              0 non-null object
Artist Alpha Sort          0 non-null object
Artist Nationality         0 non-null object
Artist Begin Date          0 non-null object
Artist End Date            0 non-null object
Object Date                0 non-null object
Object Begin Date          0 non-null int64
Object End Date            0 non-null int64
Medium                     0 non-null object
Dimensions                 0 non-null object
Credit Line                0 non-null object
Geography Type             0 non-null object
City                       0 non-null object
State                      0 non-null object
County                     0 non-null object
Country                    0 non-null object
Region                     0 non-null object
Subregion                  0 non-null object
Locale                     0 non-null object
Locus                      0 non-null object
Excavation                 0 non-null object
River                      0 non-null object
Classification             0 non-null object
Rights and Reproduction    0 non-null object
Link Resource              0 non-null object
Metadata Date              0 non-null object
Repository                 0 non-null object
Tags                       0 non-null object
dtypes: bool(2), int64(3), object(39)
memory usage: 0.0+ bytes
metid_to_qid_df = metinwd_df.set_index('metid')
metid_to_qid_df.sample(5)
qid
metid
468540 61781458
486702 20194747
469940 20201443
459620 20187936
436656 19911587
dept_merged_df = (dept_present_df
 .merge(metid_to_qid_df[['qid']], how='left', right_on='metid', left_on='Object ID')
)

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

dept_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
76 37.191.1 True True 39666 Asian Art Jar NaN China Ming dynasty (1368–1644), Xuande mark and peri... NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN early 15th century 1400 1433 Porcelain painted with cobalt blue under trans... H. 19 in. (48.3 cm); Diam. 19 in. (48.3 cm) Gift of Robert E. Tod, 1937 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN Ceramics NaN http://www.metmuseum.org/art/collection/search... 9/2/2019 8:00:02 AM Metropolitan Museum of Art, New York, NY Dragons|Jars 29383294
303 2014.520 False True 646432 Asian Art Head NaN Central Vietnam Chams kingdoms NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN ca. 10th century 850 1050 Sandstone H. 15 3/4 in. (40 cm); W. 8 5/8 in. (21.9 cm);... Purchase, Carol Collins Malone Gift, in honor ... NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN Sculpture NaN http://www.metmuseum.org/art/collection/search... 9/2/2019 8:00:02 AM Metropolitan Museum of Art, New York, NY Heads|Shiva|Hinduism 44178853
110 JP3516 False True 44900 Asian Art Print 詩歌写真鏡 李白|Ri Haku from the series Mirrors of Ja... Japan Edo period (1615–1868) NaN NaN NaN Artist NaN Katsushika Hokusai Japanese, Tokyo (Edo) 1760–1849 Tokyo (Edo) NaN Katsushika Hokusai Japanese 1760 1849 ca. 1832 1822 1842 Polychrome woodblock print; ink and color on p... 20 3/8 x 9 in. (51.8 x 22.9 cm) The Harry G. C. Packard Collection of Asian Ar... NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN Prints NaN http://www.metmuseum.org/art/collection/search... 9/2/2019 8:00:02 AM Metropolitan Museum of Art, New York, NY Human Figures|Poetry|Trees 60701643
print(dept_merged_df['qid'].to_string(index=False))
 29383234
 61627780
 29383237
 55618641
 63246351
 60590430
 60594100
 60479846
 66458644
 59914696
 62044580
 60579810
 59568838
 64785132
 61410267
 29383242
 62270535
 62029258
 62030576
 60920016
 65683259
 60628715
 62054408
 62383049
 62382092
 62024456
 62060241
 62030437
 62053923
 62127797
 62382525
 62382810
 62272663
 62054959
 62029258
 60601286
 59915220
 62060190
 62372435
 62070274
 62024406
 62055232
 62029258
 62054597
 62031443
 62084215
 60567840
 62117006
 62382110
 62382000
 62102779
 62381903
 62272663
 62127984
 62382734
 60568037
 62127360
 62270675
 29383245
 29383248
 29383251
 29383254
 29383258
 48995767
 43712728
 29383262
 29383265
 29383269
 29383272
 29383277
 29383280
 29383284
 62794859
 29383288
 59767429
 29383290
 29383294
 29383298
 29383301
 29383303
 29383306
 28092249
 29383308
 29383310
 29383312
 61751040
 29383314
 29383316
 28531362
 43742393
 29383319
 60628584
 43972414
 58464107
 58755570
 44741449
 59767196
 60441582
 29383322
 29383324
 29383327
 29383329
 29383331
 52937100
 64785064
 18683181
 28126677
 29383333
 29383336
 29383339
 60701643
 29383342
 63362066
 61038375
 60594046
 60594081
 60366266
 59308573
 63352844
 63353260
 59399218
 59767993
 59767790
 60698954
 60590216
 29383344
 29383347
 28912605
 59764147
 59770772
 59766802
 29910980
 29910832
 62807279
 62810595
 62811704
 62571136
 52103914
 29383349
 47515117
 47515214
 43603464
 22342935
 47544982
 62761150
 44737099
 61040892
 61040865
 61040922
 61040874
 61041026
 61040907
 61041068
 43376787
 62759189
 29383354
 55809266
 29383356
 52161429
 59631300
 47507931
 47516342
 61746498
 63357100
 64226639
 59630045
 59766990
 44460941
 43720115
 43809958
 44462164
 44368963
 44461629
 59765080
 59569401
 61038881
 61038735
 60920335
 62017550
 62017563
 61041788
 62561627
 61038971
 63361674
 64784119
 64868393
 59569591
 59576526
 59654234
 60591845
 60920142
 60572478
 59567425
 63348789
 64785170
 59768113
 59769601
 64867080
 61040874
 59770351
 59770591
 64226911
 60441905
 63752579
 60232621
 64868082
 66310334
 59913377
 60442657
 66383277
 59763396
 62031443
 60231127
 61410188
 29383359
 63357955
 60328840
 60331259
 60331261
 60331260
 60331258
 60331257
 60331262
 60331263
 60331253
 60331254
 60331255
 60331256
 63358278
 60595333
 64868404
 60480117
 64623687
 59627942
 64784752
 66458479
 64867848
 64782960
 66119501
 60706622
 63352678
 61409206
 61413284
 62619483
 61748802
 29383362
 29383364
 29383366
 61876908
 29383370
 29383372
 28854552
 66826832
 59297511
 59572538
 43648711
 29383374
 43253299
 63112022
 62005520
 54423548
 29383376
 29383379
 62598504
 62598546
 61781621
 62598781
 62598936
 62599094
 62590014
 29383381
 55618847
 43974050
 62602848
 63352619
 62588724
 62589063
 62589117
 62589468
 62589587
 62589687
 62589709
 62017985
 62018117
 62018134
 62018270
 62018286
 62018305
 60682065
 60704425
 62620067
 62739361
 60570674
 60571703
 60571061
 60571356
 60704878
 60704659
 60701873
 60571569
 60705589
 60661034
 60661765
 44178853
 44461289

Fill in collection (P195) to the department of choice

Generate Quickstatements to add this to existing department 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'
# dept_qid = 'Q67087093' # Costume institute
dept_qid = 'Q67429130'
statedin_prop = 'S248'
met_qid = 'Q160236'

for index, row in dept_merged_df.iterrows():
    print ('Q{}|{}|{}|{}|{}'.format(row['qid'],collection_prop, dept_qid,statedin_prop,met_qid))
Q29383234|P195|Q67429130|S248|Q160236
Q61627780|P195|Q67429130|S248|Q160236
Q29383237|P195|Q67429130|S248|Q160236
Q55618641|P195|Q67429130|S248|Q160236
Q63246351|P195|Q67429130|S248|Q160236
Q60590430|P195|Q67429130|S248|Q160236
Q60594100|P195|Q67429130|S248|Q160236
Q60479846|P195|Q67429130|S248|Q160236
Q66458644|P195|Q67429130|S248|Q160236
Q59914696|P195|Q67429130|S248|Q160236
Q62044580|P195|Q67429130|S248|Q160236
Q60579810|P195|Q67429130|S248|Q160236
Q59568838|P195|Q67429130|S248|Q160236
Q64785132|P195|Q67429130|S248|Q160236
Q61410267|P195|Q67429130|S248|Q160236
Q29383242|P195|Q67429130|S248|Q160236
Q62270535|P195|Q67429130|S248|Q160236
Q62029258|P195|Q67429130|S248|Q160236
Q62030576|P195|Q67429130|S248|Q160236
Q60920016|P195|Q67429130|S248|Q160236
Q65683259|P195|Q67429130|S248|Q160236
Q60628715|P195|Q67429130|S248|Q160236
Q62054408|P195|Q67429130|S248|Q160236
Q62383049|P195|Q67429130|S248|Q160236
Q62382092|P195|Q67429130|S248|Q160236
Q62024456|P195|Q67429130|S248|Q160236
Q62060241|P195|Q67429130|S248|Q160236
Q62030437|P195|Q67429130|S248|Q160236
Q62053923|P195|Q67429130|S248|Q160236
Q62127797|P195|Q67429130|S248|Q160236
Q62382525|P195|Q67429130|S248|Q160236
Q62382810|P195|Q67429130|S248|Q160236
Q62272663|P195|Q67429130|S248|Q160236
Q62054959|P195|Q67429130|S248|Q160236
Q62029258|P195|Q67429130|S248|Q160236
Q60601286|P195|Q67429130|S248|Q160236
Q59915220|P195|Q67429130|S248|Q160236
Q62060190|P195|Q67429130|S248|Q160236
Q62372435|P195|Q67429130|S248|Q160236
Q62070274|P195|Q67429130|S248|Q160236
Q62024406|P195|Q67429130|S248|Q160236
Q62055232|P195|Q67429130|S248|Q160236
Q62029258|P195|Q67429130|S248|Q160236
Q62054597|P195|Q67429130|S248|Q160236
Q62031443|P195|Q67429130|S248|Q160236
Q62084215|P195|Q67429130|S248|Q160236
Q60567840|P195|Q67429130|S248|Q160236
Q62117006|P195|Q67429130|S248|Q160236
Q62382110|P195|Q67429130|S248|Q160236
Q62382000|P195|Q67429130|S248|Q160236
Q62102779|P195|Q67429130|S248|Q160236
Q62381903|P195|Q67429130|S248|Q160236
Q62272663|P195|Q67429130|S248|Q160236
Q62127984|P195|Q67429130|S248|Q160236
Q62382734|P195|Q67429130|S248|Q160236
Q60568037|P195|Q67429130|S248|Q160236
Q62127360|P195|Q67429130|S248|Q160236
Q62270675|P195|Q67429130|S248|Q160236
Q29383245|P195|Q67429130|S248|Q160236
Q29383248|P195|Q67429130|S248|Q160236
Q29383251|P195|Q67429130|S248|Q160236
Q29383254|P195|Q67429130|S248|Q160236
Q29383258|P195|Q67429130|S248|Q160236
Q48995767|P195|Q67429130|S248|Q160236
Q43712728|P195|Q67429130|S248|Q160236
Q29383262|P195|Q67429130|S248|Q160236
Q29383265|P195|Q67429130|S248|Q160236
Q29383269|P195|Q67429130|S248|Q160236
Q29383272|P195|Q67429130|S248|Q160236
Q29383277|P195|Q67429130|S248|Q160236
Q29383280|P195|Q67429130|S248|Q160236
Q29383284|P195|Q67429130|S248|Q160236
Q62794859|P195|Q67429130|S248|Q160236
Q29383288|P195|Q67429130|S248|Q160236
Q59767429|P195|Q67429130|S248|Q160236
Q29383290|P195|Q67429130|S248|Q160236
Q29383294|P195|Q67429130|S248|Q160236
Q29383298|P195|Q67429130|S248|Q160236
Q29383301|P195|Q67429130|S248|Q160236
Q29383303|P195|Q67429130|S248|Q160236
Q29383306|P195|Q67429130|S248|Q160236
Q28092249|P195|Q67429130|S248|Q160236
Q29383308|P195|Q67429130|S248|Q160236
Q29383310|P195|Q67429130|S248|Q160236
Q29383312|P195|Q67429130|S248|Q160236
Q61751040|P195|Q67429130|S248|Q160236
Q29383314|P195|Q67429130|S248|Q160236
Q29383316|P195|Q67429130|S248|Q160236
Q28531362|P195|Q67429130|S248|Q160236
Q43742393|P195|Q67429130|S248|Q160236
Q29383319|P195|Q67429130|S248|Q160236
Q60628584|P195|Q67429130|S248|Q160236
Q43972414|P195|Q67429130|S248|Q160236
Q58464107|P195|Q67429130|S248|Q160236
Q58755570|P195|Q67429130|S248|Q160236
Q44741449|P195|Q67429130|S248|Q160236
Q59767196|P195|Q67429130|S248|Q160236
Q60441582|P195|Q67429130|S248|Q160236
Q29383322|P195|Q67429130|S248|Q160236
Q29383324|P195|Q67429130|S248|Q160236
Q29383327|P195|Q67429130|S248|Q160236
Q29383329|P195|Q67429130|S248|Q160236
Q29383331|P195|Q67429130|S248|Q160236
Q52937100|P195|Q67429130|S248|Q160236
Q64785064|P195|Q67429130|S248|Q160236
Q18683181|P195|Q67429130|S248|Q160236
Q28126677|P195|Q67429130|S248|Q160236
Q29383333|P195|Q67429130|S248|Q160236
Q29383336|P195|Q67429130|S248|Q160236
Q29383339|P195|Q67429130|S248|Q160236
Q60701643|P195|Q67429130|S248|Q160236
Q29383342|P195|Q67429130|S248|Q160236
Q63362066|P195|Q67429130|S248|Q160236
Q61038375|P195|Q67429130|S248|Q160236
Q60594046|P195|Q67429130|S248|Q160236
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Q60331256|P195|Q67429130|S248|Q160236
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Q44461289|P195|Q67429130|S248|Q160236
dept_missing_hdf[['Object ID','Artist Display Name','Artist Role','Artist Begin Date']]
Object ID Artist Display Name Artist Role Artist Begin Date

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

Department complete collection tests

# Raw counts - not accureate because it's a composite field that may have designer, design house, manufacturer, etc
dept_all_df['Artist Display Name'].value_counts()
Utagawa Hiroshige                                                                                                                                                                                                                                                                      670
Unidentified Artist                                                                                                                                                                                                                                                                    500
Katsushika Hokusai                                                                                                                                                                                                                                                                     421
Xie Zhiliu                                                                                                                                                                                                                                                                             365
Katsukawa Shunshō                                                                                                                                                                                                                                                                      256
Kitagawa Utamaro                                                                                                                                                                                                                                                                       214
Kubo Shunman                                                                                                                                                                                                                                                                           210
Utagawa Kunisada                                                                                                                                                                                                                                                                       162
Suzuki Harunobu                                                                                                                                                                                                                                                                        140
Ryūryūkyo Shinsai                                                                                                                                                                                                                                                                      123
Shibata Zeshin                                                                                                                                                                                                                                                                         120
Torii Kiyonaga                                                                                                                                                                                                                                                                         119
Yōshū (Hashimoto) Chikanobu                                                                                                                                                                                                                                                            102
Yashima Gakutei                                                                                                                                                                                                                                                                         99
Totoya Hokkei                                                                                                                                                                                                                                                                           91
Katsukawa Shun'ei                                                                                                                                                                                                                                                                       83
Katsukawa Shunkō                                                                                                                                                                                                                                                                        80
Okumura Masanobu                                                                                                                                                                                                                                                                        74
Bhadrabahu                                                                                                                                                                                                                                                                              71
Utagawa (Gountei) Sadahide                                                                                                                                                                                                                                                              71
Utagawa Toyokuni I                                                                                                                                                                                                                                                                      71
Utagawa Yoshitora                                                                                                                                                                                                                                                                       70
Isoda Koryūsai                                                                                                                                                                                                                                                                          67
Jian Guzhai                                                                                                                                                                                                                                                                             64
Utagawa Kuniyoshi                                                                                                                                                                                                                                                                       62
Kawanabe Kyōsai                                                                                                                                                                                                                                                                         59
Unidentified                                                                                                                                                                                                                                                                            56
Chōbunsai Eishi                                                                                                                                                                                                                                                                         50
Tōshūsai Sharaku                                                                                                                                                                                                                                                                        43
Ippitsusai Bunchō                                                                                                                                                                                                                                                                       43
Utagawa Yoshikazu                                                                                                                                                                                                                                                                       42
Qi Baishi                                                                                                                                                                                                                                                                               42
Hishikawa Moronobu                                                                                                                                                                                                                                                                      40
Katsukawa Shunchō                                                                                                                                                                                                                                                                       35
Nishikawa Sukenobu                                                                                                                                                                                                                                                                      35
Eiraku Hozen                                                                                                                                                                                                                                                                            35
Keisai Eisen                                                                                                                                                                                                                                                                            32
Torii Kiyomitsu                                                                                                                                                                                                                                                                         32
Kuwagata Keisai                                                                                                                                                                                                                                                                         32
Kitao Shigemasa                                                                                                                                                                                                                                                                         31
Ogata Kōrin                                                                                                                                                                                                                                                                             30
Ishikawa Toyonobu                                                                                                                                                                                                                                                                       28
Ogawa Haritsu (Ritsuō)                                                                                                                                                                                                                                                                  28
Tsukioka Yoshitoshi                                                                                                                                                                                                                                                                     28
Torii Kiyomasu I                                                                                                                                                                                                                                                                        27
Watanabe Seitei                                                                                                                                                                                                                                                                         27
Utagawa Hiroshige II                                                                                                                                                                                                                                                                    26
Utagawa Yoshiiku                                                                                                                                                                                                                                                                        24
George Nakashima                                                                                                                                                                                                                                                                        22
Tsukioka Kōgyo                                                                                                                                                                                                                                                                          22
Roger Shimomura                                                                                                                                                                                                                                                                         20
Ogata Kenzan                                                                                                                                                                                                                                                                            20
Sakai Hōitsu                                                                                                                                                                                                                                                                            20
Kano Tan'yū                                                                                                                                                                                                                                                                             20
Teisai Hokuba                                                                                                                                                                                                                                                                           18
Torii Kiyonobu                                                                                                                                                                                                                                                                          18
Kano Shōun                                                                                                                                                                                                                                                                              18
Han Tianheng                                                                                                                                                                                                                                                                            18
Kobayashi Kiyochika                                                                                                                                                                                                                                                                     17
Liu Yiwen                                                                                                                                                                                                                                                                               17
Ike Taiga                                                                                                                                                                                                                                                                               17
Dong Qichang                                                                                                                                                                                                                                                                            16
Seki Shūkō                                                                                                                                                                                                                                                                              16
Toyohara Kunichika                                                                                                                                                                                                                                                                      16
Hokusai School                                                                                                                                                                                                                                                                          16
Utagawa Toyoharu                                                                                                                                                                                                                                                                        16
Utagawa Toyohiro                                                                                                                                                                                                                                                                        16
Zhang Daqian                                                                                                                                                                                                                                                                            15
Shitao (Zhu Ruoji)                                                                                                                                                                                                                                                                      15
Wang Gai                                                                                                                                                                                                                                                                                15
Tang Yin                                                                                                                                                                                                                                                                                14
Torii Kiyohiro                                                                                                                                                                                                                                                                          14
Kawabata Gyokushō                                                                                                                                                                                                                                                                       14
Shen Zhou                                                                                                                                                                                                                                                                               13
Munakata Shikō                                                                                                                                                                                                                                                                          13
Wen Zhengming                                                                                                                                                                                                                                                                           12
Ishikawa Toyomasa                                                                                                                                                                                                                                                                       12
Makuzu Kōzan I (Miyagawa Toranosuke)                                                                                                                                                                                                                                                    12
Yanagawa Shigenobu                                                                                                                                                                                                                                                                      12
Rekisentei (Chōkyōsai) Eiri                                                                                                                                                                                                                                                             11
Miki Suizan                                                                                                                                                                                                                                                                             11
Mizuno Toshikata                                                                                                                                                                                                                                                                        11
Okumura Toshinobu                                                                                                                                                                                                                                                                       11
Itō Jakuchū                                                                                                                                                                                                                                                                             11
Yokogawa Horitake|Utagawa Kuniyoshi                                                                                                                                                                                                                                                     11
Chen Hengke                                                                                                                                                                                                                                                                             11
Kikugawa Eizan                                                                                                                                                                                                                                                                          10
Paul Binnie                                                                                                                                                                                                                                                                             10
Nin'ami Dōhachi (Takahashi Dōhachi II)                                                                                                                                                                                                                                                  10
Yosa Buson                                                                                                                                                                                                                                                                              10
Nonomura Ninsei                                                                                                                                                                                                                                                                         10
Kano Tsunenobu                                                                                                                                                                                                                                                                          10
Kano School                                                                                                                                                                                                                                                                             10
Hon'ami Kōetsu                                                                                                                                                                                                                                                                          10
Eishōsai Chōki                                                                                                                                                                                                                                                                          10
Ichiryūsai Yoshitoyo                                                                                                                                                                                                                                                                    10
Kiyomizu Rokubei VI                                                                                                                                                                                                                                                                     10
Tsujimura Shirō                                                                                                                                                                                                                                                                         10
Chen Hongshou                                                                                                                                                                                                                                                                            9
Ren Yi (Ren Bonian)                                                                                                                                                                                                                                                                      9
Katsukawa Shunjō                                                                                                                                                                                                                                                                         9
Kitao Masanobu (Santō Kyōden)                                                                                                                                                                                                                                                            9
Maruyama Ōkyo                                                                                                                                                                                                                                                                            9
Tani Bunchō                                                                                                                                                                                                                                                                              9
Nainsukh                                                                                                                                                                                                                                                                                 9
Utagawa Yoshimori                                                                                                                                                                                                                                                                        9
Pu Ru                                                                                                                                                                                                                                                                                    9
Lois Conner                                                                                                                                                                                                                                                                              8
Bada Shanren (Zhu Da)                                                                                                                                                                                                                                                                    8
Yun Shouping                                                                                                                                                                                                                                                                             8
Utagawa Hiroshige III                                                                                                                                                                                                                                                                    8
Yamamoto Baiitsu                                                                                                                                                                                                                                                                         8
Hai Bo                                                                                                                                                                                                                                                                                   8
Tang Di                                                                                                                                                                                                                                                                                  8
Utagawa Kuniteru                                                                                                                                                                                                                                                                         8
Shi Lu                                                                                                                                                                                                                                                                                   8
Xu Beihong                                                                                                                                                                                                                                                                               8
Wang Hui                                                                                                                                                                                                                                                                                 8
Kano Motonobu                                                                                                                                                                                                                                                                            8
Tsubaki Chinzan                                                                                                                                                                                                                                                                          8
Hasegawa Sadanobu                                                                                                                                                                                                                                                                        8
Y. G. Srimati                                                                                                                                                                                                                                                                            8
Wang Li Mu                                                                                                                                                                                                                                                                               8
Takeuchi Keishū                                                                                                                                                                                                                                                                          7
Suzuki Kiitsu                                                                                                                                                                                                                                                                            7
Katsukawa Shuntei                                                                                                                                                                                                                                                                        7
筆者不詳                                                                                                                                                                                                                                                                                     7
Takahashi Sōhei                                                                                                                                                                                                                                                                          7
Nagasawa Rosetsu                                                                                                                                                                                                                                                                         7
Sesson Shūkei                                                                                                                                                                                                                                                                            7
Huang Binhong                                                                                                                                                                                                                                                                            7
Utagawa Kuniaki II                                                                                                                                                                                                                                                                       7
Chen Banding                                                                                                                                                                                                                                                                             7
Aoki Mokubei                                                                                                                                                                                                                                                                             7
Qiao Bin                                                                                                                                                                                                                                                                                 7
Kajita Hanko                                                                                                                                                                                                                                                                             7
Unidentified Artist|Zhao Mengfu                                                                                                                                                                                                                                                          7
Utamaro II                                                                                                                                                                                                                                                                               7
Tawaraya Sōtatsu                                                                                                                                                                                                                                                                         7
Shigenaga                                                                                                                                                                                                                                                                                7
Chōkōsai Eishō                                                                                                                                                                                                                                                                           7
Torii Kiyomasu II                                                                                                                                                                                                                                                                        6
Li Keran                                                                                                                                                                                                                                                                                 6
Hashimoto Gahō                                                                                                                                                                                                                                                                           6
Feng Zikai                                                                                                                                                                                                                                                                               6
Nakabayashi Chikutō                                                                                                                                                                                                                                                                      6
Zhao Shao'ang                                                                                                                                                                                                                                                                            6
Kinkozan                                                                                                                                                                                                                                                                                 6
Matsumura Goshun                                                                                                                                                                                                                                                                         6
Tomioka Eisen                                                                                                                                                                                                                                                                            6
Takehara Nobushige                                                                                                                                                                                                                                                                       6
Wang Meng                                                                                                                                                                                                                                                                                6
Adachi (Shōsai) Ginkō                                                                                                                                                                                                                                                                    6
Emperor Lizong                                                                                                                                                                                                                                                                           6
Kano Naonobu                                                                                                                                                                                                                                                                             6
Wang Zhen                                                                                                                                                                                                                                                                                6
Ōtagaki Rengetsu                                                                                                                                                                                                                                                                         6
Ninsei II                                                                                                                                                                                                                                                                                6
Hu Yuan                                                                                                                                                                                                                                                                                  6
Hozan                                                                                                                                                                                                                                                                                    6
Jin Cheng                                                                                                                                                                                                                                                                                6
Kano Yukinobu                                                                                                                                                                                                                                                                            6
Fung Ming Chip                                                                                                                                                                                                                                                                           6
Cui Zifan                                                                                                                                                                                                                                                                                6
Huang Yongyu                                                                                                                                                                                                                                                                             6
Lin Liang                                                                                                                                                                                                                                                                                6
Tosa School                                                                                                                                                                                                                                                                              6
Sonyu                                                                                                                                                                                                                                                                                    6
Wu Xizai                                                                                                                                                                                                                                                                                 6
Utagawa Kunisada II                                                                                                                                                                                                                                                                      6
Gao Jianfu                                                                                                                                                                                                                                                                               6
Hanabusa Itchō                                                                                                                                                                                                                                                                           6
Yu Ming                                                                                                                                                                                                                                                                                  6
Fu Baoshi                                                                                                                                                                                                                                                                                5
Torii Kiyotada                                                                                                                                                                                                                                                                           5
Wen Zhengming|Unidentified Artist                                                                                                                                                                                                                                                        5
Raku Tannyu                                                                                                                                                                                                                                                                              5
Zōshuntei Sanpo                                                                                                                                                                                                                                                                          5
Jin Nong                                                                                                                                                                                                                                                                                 5
Lu Hui                                                                                                                                                                                                                                                                                   5
Qiu Ying                                                                                                                                                                                                                                                                                 5
Ogata Gekkō                                                                                                                                                                                                                                                                              5
Li Kuchan                                                                                                                                                                                                                                                                                5
Jin Chushi                                                                                                                                                                                                                                                                               5
Wu Zuoren                                                                                                                                                                                                                                                                                5
Kajikawa School                                                                                                                                                                                                                                                                          5
Kawamura Bunpō                                                                                                                                                                                                                                                                           5
Sunayama Gosei                                                                                                                                                                                                                                                                           5
Zeng Xi                                                                                                                                                                                                                                                                                  5
Tōyō                                                                                                                                                                                                                                                                                     5
Xie Shichen                                                                                                                                                                                                                                                                              5
Li Huasheng                                                                                                                                                                                                                                                                              5
Lu Yanshao                                                                                                                                                                                                                                                                               5
Wang Xuetao                                                                                                                                                                                                                                                                              5
Shunkōsai Hokushū                                                                                                                                                                                                                                                                        5
Okada Hankō                                                                                                                                                                                                                                                                              5
Shunbaisai Hokuei                                                                                                                                                                                                                                                                        5
Unidentified Artist|Li Gonglin                                                                                                                                                                                                                                                           5
Soga Shōhaku                                                                                                                                                                                                                                                                             5
Zhao Zhiqian                                                                                                                                                                                                                                                                             5
Yu Feian                                                                                                                                                                                                                                                                                 5
Wang Dongling                                                                                                                                                                                                                                                                            5
Shao Shaoyi                                                                                                                                                                                                                                                                              5
Wang Yuanqi                                                                                                                                                                                                                                                                              5
Kitagawa Kikumaro                                                                                                                                                                                                                                                                        5
Wang Duo                                                                                                                                                                                                                                                                                 5
Kaigetsudō Dohan                                                                                                                                                                                                                                                                         5
Nishimura Shigenobu                                                                                                                                                                                                                                                                      5
Saitō Kiyoshi                                                                                                                                                                                                                                                                            5
Uematsu Tōshū                                                                                                                                                                                                                                                                            5
Wu Changshuo                                                                                                                                                                                                                                                                             5
Kuang Xü|Empress Dowager Cixi                                                                                                                                                                                                                                                            5
Unidentified Artist|Emperor Huizong                                                                                                                                                                                                                                                      5
Kano Chikanobu                                                                                                                                                                                                                                                                           5
Eiraku Tokuzen                                                                                                                                                                                                                                                                           5
Shotei Hokuju                                                                                                                                                                                                                                                                            5
Yamada Jōkasai (1681–1704)                                                                                                                                                                                                                                                               5
Wang Hui|Unidentified Artist                                                                                                                                                                                                                                                             5
Shuntai                                                                                                                                                                                                                                                                                  5
Unidentified Artist|Zhao Boju                                                                                                                                                                                                                                                            5
Kiyomizu Rokubei I                                                                                                                                                                                                                                                                       4
Wang Jian                                                                                                                                                                                                                                                                                4
Unsen                                                                                                                                                                                                                                                                                    4
Ippōsai Yoshifuji                                                                                                                                                                                                                                                                        4
Wang Jiqian (C. C. Wang) 王季遷                                                                                                                                                                                                                                                             4
Hashiguchi Goyō                                                                                                                                                                                                                                                                          4
Kondō Yutaka                                                                                                                                                                                                                                                                             4
Pan Boying                                                                                                                                                                                                                                                                               4
Tokunyu                                                                                                                                                                                                                                                                                  4
Wang Zhideng                                                                                                                                                                                                                                                                             4
Cheng Shifa                                                                                                                                                                                                                                                                              4
Ma Yuan                                                                                                                                                                                                                                                                                  4
Koma Yasutada                                                                                                                                                                                                                                                                            4
Chen Jiru                                                                                                                                                                                                                                                                                4
Michael Cherney                                                                                                                                                                                                                                                                          4
Kano Seisen’in                                                                                                                                                                                                                                                                           4
Li Gonglin|Unidentified Artist                                                                                                                                                                                                                                                           4
Various Artists                                                                                                                                                                                                                                                                          4
Tokuda Yasokichi III                                                                                                                                                                                                                                                                     4
Utagawa Toyokuni II                                                                                                                                                                                                                                                                      4
Lu Zhi                                                                                                                                                                                                                                                                                   4
Suzuki Kason                                                                                                                                                                                                                                                                             4
Torii Kiyomine                                                                                                                                                                                                                                                                           4
Kano Tanshin (Morimasa)                                                                                                                                                                                                                                                                  4
Gion Nankai                                                                                                                                                                                                                                                                              4
Wen Peng                                                                                                                                                                                                                                                                                 4
Utagawa Yoshiharu                                                                                                                                                                                                                                                                        4
He Tianjian                                                                                                                                                                                                                                                                              4
Utagawa Sadakage                                                                                                                                                                                                                                                                         4
Ōoka Shunboku                                                                                                                                                                                                                                                                            4
Yamazaki Toshinobu                                                                                                                                                                                                                                                                       4
Mori Sosen                                                                                                                                                                                                                                                                               4
Lin Fengmian                                                                                                                                                                                                                                                                             4
Koma Kōryū                                                                                                                                                                                                                                                                               4
Cornelis Pronk                                                                                                                                                                                                                                                                           4
Kano Yasunobu                                                                                                                                                                                                                                                                            4
Fukami Sueharu                                                                                                                                                                                                                                                                           4
Shao Fan                                                                                                                                                                                                                                                                                 4
Utagawa Kunisada|Ichiransai Kunitsuna                                                                                                                                                                                                                                                    4
Shiokawa Bunrin                                                                                                                                                                                                                                                                          4
Tosa Mitsuyoshi                                                                                                                                                                                                                                                                          4
Ryūshū Shūtaku (Myōtaku)                                                                                                                                                                                                                                                                 4
Lan Ying                                                                                                                                                                                                                                                                                 4
Gu Yun                                                                                                                                                                                                                                                                                   4
Wu Tong                                                                                                                                                                                                                                                                                  4
Lü Fengzi                                                                                                                                                                                                                                                                                4
Sōami                                                                                                                                                                                                                                                                                    4
Kaburagi Kiyokata                                                                                                                                                                                                                                                                        4
Yamada Hikaru                                                                                                                                                                                                                                                                            4
Chen Chun                                                                                                                                                                                                                                                                                4
Xiang Shengmo                                                                                                                                                                                                                                                                            4
Xiu Fangzhai                                                                                                                                                                                                                                                                             4
Katsukawa Shunsen                                                                                                                                                                                                                                                                        4
Zhang Xiong                                                                                                                                                                                                                                                                              4
Utagawa Toyoshige                                                                                                                                                                                                                                                                        4
Inoue Yasuji                                                                                                                                                                                                                                                                             4
Zheng Xie                                                                                                                                                                                                                                                                                4
Sō Shiseki                                                                                                                                                                                                                                                                               4
Kikuchi Yōsai                                                                                                                                                                                                                                                                            4
Ichirakutei Eisui                                                                                                                                                                                                                                                                        4
Ni Zan                                                                                                                                                                                                                                                                                   4
Utagawa Yoshitomi                                                                                                                                                                                                                                                                        4
Shōsai Ikkei                                                                                                                                                                                                                                                                             4
Takashima Chiharu                                                                                                                                                                                                                                                                        4
Eiraku Wazen                                                                                                                                                                                                                                                                             4
Gong Xian                                                                                                                                                                                                                                                                                4
Kenkō Shokei                                                                                                                                                                                                                                                                             4
Sesshū Tōyō                                                                                                                                                                                                                                                                              4
Lin Yuncai                                                                                                                                                                                                                                                                               4
Hichozan Shinpo                                                                                                                                                                                                                                                                          4
Unidentified Artist|Qiu Ying                                                                                                                                                                                                                                                             4
Ryūgetsusai Shinkō                                                                                                                                                                                                                                                                       4
Qian Ya                                                                                                                                                                                                                                                                                  4
Zhang Ruitu                                                                                                                                                                                                                                                                              4
Raku Donyu                                                                                                                                                                                                                                                                               4
Feng Kanghou                                                                                                                                                                                                                                                                             4
Zhang Yujian                                                                                                                                                                                                                                                                             4
Lin Yutang                                                                                                                                                                                                                                                                               4
Hachifusa Shūri                                                                                                                                                                                                                                                                          4
Tomioka Tessai                                                                                                                                                                                                                                                                           4
Kamada Kōji                                                                                                                                                                                                                                                                              4
L. T. P. Manjusri                                                                                                                                                                                                                                                                        4
Mei Qing                                                                                                                                                                                                                                                                                 4
Manaku                                                                                                                                                                                                                                                                                   4
Shinoda Tōkō                                                                                                                                                                                                                                                                             4
Xugu (Zhu Huairen)                                                                                                                                                                                                                                                                       4
Liu Haisu                                                                                                                                                                                                                                                                                4
Rakutozan                                                                                                                                                                                                                                                                                4
Tomotada                                                                                                                                                                                                                                                                                 4
Unidentified Artist|Xia Gui                                                                                                                                                                                                                                                              4
Kaigetsudō                                                                                                                                                                                                                                                                               4
Hon'ami Kōetsu|Tawaraya Sōtatsu                                                                                                                                                                                                                                                          3
Utagawa Yoshifuji                                                                                                                                                                                                                                                                        3
Yun Shouping|Unidentified Artist                                                                                                                                                                                                                                                         3
Hu Wenming                                                                                                                                                                                                                                                                               3
Zhao Mengfu|Unidentified Artist                                                                                                                                                                                                                                                          3
Zhao Shuru                                                                                                                                                                                                                                                                               3
Ryūsa                                                                                                                                                                                                                                                                                    3
Weng Tonghe                                                                                                                                                                                                                                                                              3
Minpei                                                                                                                                                                                                                                                                                   3
Gempin                                                                                                                                                                                                                                                                                   3
Emperor Huizong|Unidentified Artist                                                                                                                                                                                                                                                      3
Kishi Ganku                                                                                                                                                                                                                                                                              3
Ni Yuanlu                                                                                                                                                                                                                                                                                3
Zhang Daqian|Zhang Daqian                                                                                                                                                                                                                                                                3
Unidentified Artist|Mi Fu                                                                                                                                                                                                                                                                3
Tôshiro                                                                                                                                                                                                                                                                                  3
Wu Zhen                                                                                                                                                                                                                                                                                  3
Utagawa Kunitoshi                                                                                                                                                                                                                                                                        3
Mochizuki Hanzan                                                                                                                                                                                                                                                                         3
Unidentified Artist|Huang Qüan                                                                                                                                                                                                                                                           3
Toriyama Sekien                                                                                                                                                                                                                                                                          3
Qian Xuan                                                                                                                                                                                                                                                                                3
Fang Yulu                                                                                                                                                                                                                                                                                3
Katsukawa Shunzan                                                                                                                                                                                                                                                                        3
Huang Jucai                                                                                                                                                                                                                                                                              3
Nishiyama Hōen                                                                                                                                                                                                                                                                           3
Unidentified Artist|Zhao Chang                                                                                                                                                                                                                                                           3
Shuhei                                                                                                                                                                                                                                                                                   3
Tesshū Tokusai                                                                                                                                                                                                                                                                           3
Huang Qüan                                                                                                                                                                                                                                                                               3
Qi Zhijia                                                                                                                                                                                                                                                                                3
Anjin Abe                                                                                                                                                                                                                                                                                3
Stipple Master                                                                                                                                                                                                                                                                           3
Okada Baison                                                                                                                                                                                                                                                                             3
Zhang Shanzi                                                                                                                                                                                                                                                                             3
Utagawa Kuninao                                                                                                                                                                                                                                                                          3
Kameda Bōsai                                                                                                                                                                                                                                                                             3
Konoe Nobutada                                                                                                                                                                                                                                                                           3
Seifu Yohei                                                                                                                                                                                                                                                                              3
Tachibana Morikuni                                                                                                                                                                                                                                                                       3
Xu Yang                                                                                                                                                                                                                                                                                  3
Torii Kiyotsune                                                                                                                                                                                                                                                                          3
Ryūkōsai                                                                                                                                                                                                                                                                                 3
Kawamoto Hansuke IV                                                                                                                                                                                                                                                                      3
Myōe Kōben                                                                                                                                                                                                                                                                               3
Li Ruiqing                                                                                                                                                                                                                                                                               3
Bian Luan                                                                                                                                                                                                                                                                                3
Pu Jin                                                                                                                                                                                                                                                                                   3
Qiu Anxiong                                                                                                                                                                                                                                                                              3
Zhang Shuqi                                                                                                                                                                                                                                                                              3
Xu Xi                                                                                                                                                                                                                                                                                    3
Yokoi Kinkoku                                                                                                                                                                                                                                                                            3
Xia Gui                                                                                                                                                                                                                                                                                  3
Musō Soseki                                                                                                                                                                                                                                                                              3
Ning Fucheng                                                                                                                                                                                                                                                                             3
Kōno Bairei                                                                                                                                                                                                                                                                              3
Yao Hua                                                                                                                                                                                                                                                                                  3
Huang Shanshou                                                                                                                                                                                                                                                                           3
Yagi Kazuo                                                                                                                                                                                                                                                                               3
Wang Zhenpeng                                                                                                                                                                                                                                                                            3
Guan Shanyue                                                                                                                                                                                                                                                                             3
Yu Youren                                                                                                                                                                                                                                                                                3
Suga Mitsusada                                                                                                                                                                                                                                                                           3
Ichinyu                                                                                                                                                                                                                                                                                  3
Yi Yuanji                                                                                                                                                                                                                                                                                3
Takeuchi Seihō                                                                                                                                                                                                                                                                           3
Berquin-Varangoz Workshop                                                                                                                                                                                                                                                                3
Kano Tansui                                                                                                                                                                                                                                                                              3
Hine Taizan                                                                                                                                                                                                                                                                              3
Unidentified Artists                                                                                                                                                                                                                                                                     3
Ikeda Koson                                                                                                                                                                                                                                                                              3
Mrs. Teruyo Shinohara                                                                                                                                                                                                                                                                    3
Katsushika Isai                                                                                                                                                                                                                                                                          3
Wu Li                                                                                                                                                                                                                                                                                    3
Shunzan                                                                                                                                                                                                                                                                                  3
Nukina Kaioku                                                                                                                                                                                                                                                                            3
Tang Yifen                                                                                                                                                                                                                                                                               3
Kano Sanraku                                                                                                                                                                                                                                                                             3
Wu Guandai                                                                                                                                                                                                                                                                               3
Ni Tian                                                                                                                                                                                                                                                                                  3
Aikawa Minwa                                                                                                                                                                                                                                                                             3
Fang Shi Mopu                                                                                                                                                                                                                                                                            3
Ōnishi Chinnen                                                                                                                                                                                                                                                                           3
Shen Yinmo                                                                                                                                                                                                                                                                               3
Kamisaka Sekka                                                                                                                                                                                                                                                                           3
Miyagawa Isshō                                                                                                                                                                                                                                                                           3
Torii Kiyotomo                                                                                                                                                                                                                                                                           3
Shiomi Masanari                                                                                                                                                                                                                                                                          3
Wang Ao                                                                                                                                                                                                                                                                                  3
Sanshō                                                                                                                                                                                                                                                                                   3
Zhao Mengfu                                                                                                                                                                                                                                                                              3
Unidentified Artist|Guo Xi                                                                                                                                                                                                                                                               3
Lin Shu                                                                                                                                                                                                                                                                                  3
Unidentified Artist|Giuseppe Castiglione                                                                                                                                                                                                                                                 3
Ye Xin                                                                                                                                                                                                                                                                                   3
Tsukioka Settei                                                                                                                                                                                                                                                                          3
Nishiyama Kan'ei                                                                                                                                                                                                                                                                         3
Louisine W. Havemeyer                                                                                                                                                                                                                                                                    3
Chokha                                                                                                                                                                                                                                                                                   3
Ma Jin                                                                                                                                                                                                                                                                                   3
Shen Quan                                                                                                                                                                                                                                                                                3
Toyosuke IV                                                                                                                                                                                                                                                                              3
Unidentified Artist|Cui Bai                                                                                                                                                                                                                                                              3
Ying Yeping                                                                                                                                                                                                                                                                              3
Mishima Shōsō                                                                                                                                                                                                                                                                            3
Wu Hufan                                                                                                                                                                                                                                                                                 3
Watanabe Kazan                                                                                                                                                                                                                                                                           3
Huang Huanwu                                                                                                                                                                                                                                                                             3
Takemoto                                                                                                                                                                                                                                                                                 3
Genki (Komai Ki)                                                                                                                                                                                                                                                                         3
Qi Gong                                                                                                                                                                                                                                                                                  3
Katsukawa Shunshō|Kitao Shigemasa                                                                                                                                                                                                                                                        3
Hongren|Unidentified Artist                                                                                                                                                                                                                                                              3
Zhang Family Workshop                                                                                                                                                                                                                                                                    3
Katsukawa Shunkaku                                                                                                                                                                                                                                                                       3
Zhang Feng                                                                                                                                                                                                                                                                               3
Cheng Junfang                                                                                                                                                                                                                                                                            3
Torii Kiyoshige                                                                                                                                                                                                                                                                          3
Inoue Ryōsai III                                                                                                                                                                                                                                                                         3
Yang Wencong                                                                                                                                                                                                                                                                             3
Ren Yu                                                                                                                                                                                                                                                                                   3
Nakayama Komin                                                                                                                                                                                                                                                                           3
Minkō                                                                                                                                                                                                                                                                                    3
Anonymous, Japanese, 19th Century                                                                                                                                                                                                                                                        3
Ren Xun                                                                                                                                                                                                                                                                                  3
Shomosai                                                                                                                                                                                                                                                                                 3
Imao Keinen                                                                                                                                                                                                                                                                              3
Fan Zeng                                                                                                                                                                                                                                                                                 3
Ishikawa Kazan                                                                                                                                                                                                                                                                           3
Shubun                                                                                                                                                                                                                                                                                   3
Seu Family|Manaku                                                                                                                                                                                                                                                                        3
Guo Dawei                                                                                                                                                                                                                                                                                3
Soga Nichokuan                                                                                                                                                                                                                                                                           3
Kichizaemon                                                                                                                                                                                                                                                                              2
Su Shi|Unidentified Artist                                                                                                                                                                                                                                                               2
Utagawa Kunisada III                                                                                                                                                                                                                                                                     2
Zhang Dazhuang                                                                                                                                                                                                                                                                           2
Gao Yehou                                                                                                                                                                                                                                                                                2
Hasegawa Mitsunobu                                                                                                                                                                                                                                                                       2
Ike (Tokuyama) Gyokuran                                                                                                                                                                                                                                                                  2
Genemon                                                                                                                                                                                                                                                                                  2
Matsuda Sukenaga                                                                                                                                                                                                                                                                         2
Nakabayashi Chikkei                                                                                                                                                                                                                                                                      2
Wang Wenzhi                                                                                                                                                                                                                                                                              2
Wang Li                                                                                                                                                                                                                                                                                  2
Kano Takanobu                                                                                                                                                                                                                                                                            2
Utagawa Hirosada                                                                                                                                                                                                                                                                         2
Ōishi Matora                                                                                                                                                                                                                                                                             2
Mahavihara Master                                                                                                                                                                                                                                                                        2
Utagawa Yoshitsuya                                                                                                                                                                                                                                                                       2
Motsurin Jōtō (Bokusai)                                                                                                                                                                                                                                                                  2
Wang Shimin                                                                                                                                                                                                                                                                              2
Unidentified Artist|Chen Rong                                                                                                                                                                                                                                                            2
Kawade Shibatarō                                                                                                                                                                                                                                                                         2
Zou Zhilin                                                                                                                                                                                                                                                                               2
Jiang Jun                                                                                                                                                                                                                                                                                2
Unidentified Artist|Ma Lin                                                                                                                                                                                                                                                               2
Li Jin                                                                                                                                                                                                                                                                                   2
Shōkadō Shōjō|Tawaraya Sōtatsu                                                                                                                                                                                                                                                           2
Wu Bin                                                                                                                                                                                                                                                                                   2
Setsu Maeda                                                                                                                                                                                                                                                                              2
Yamaguchi Soken|Minagawa Kien                                                                                                                                                                                                                                                            2
Hiroshi Sugimoto                                                                                                                                                                                                                                                                         2
Kawamura Kihō                                                                                                                                                                                                                                                                            2
Zhao Yuan                                                                                                                                                                                                                                                                                2
Li Tang|Unidentified Artist                                                                                                                                                                                                                                                              2
Suzuki Gorō                                                                                                                                                                                                                                                                              2
Tosa Mitsuoki                                                                                                                                                                                                                                                                            2
Guan Liang                                                                                                                                                                                                                                                                               2
Fan Qi                                                                                                                                                                                                                                                                                   2
Liu Jun                                                                                                                                                                                                                                                                                  2
Wu Shixian                                                                                                                                                                                                                                                                               2
Ryōnyu                                                                                                                                                                                                                                                                                   2
Dong Gao                                                                                                                                                                                                                                                                                 2
Diao Guang                                                                                                                                                                                                                                                                               2
Saien Hōsai (Xiyua Fangqi)                                                                                                                                                                                                                                                               2
Huang Junbi                                                                                                                                                                                                                                                                              2
Katsumata Chieko                                                                                                                                                                                                                                                                         2
Matsumura Keibun|Matsumura Keibun                                                                                                                                                                                                                                                        2
Niiro Chōnosuke                                                                                                                                                                                                                                                                          2
Rantei                                                                                                                                                                                                                                                                                   2
Huang Junshi                                                                                                                                                                                                                                                                             2
Hakuin Ekaku                                                                                                                                                                                                                                                                             2
Zhao Zuo                                                                                                                                                                                                                                                                                 2
Pan Tianshou                                                                                                                                                                                                                                                                             2
Wu Jingding                                                                                                                                                                                                                                                                              2
Wen Jia                                                                                                                                                                                                                                                                                  2
Kong Xiaoyu                                                                                                                                                                                                                                                                              2
Lu Qi                                                                                                                                                                                                                                                                                    2
Zhang Lu                                                                                                                                                                                                                                                                                 2
Ragunath                                                                                                                                                                                                                                                                                 2
Furuyama Moromasa                                                                                                                                                                                                                                                                        2
Katō Tomotarō                                                                                                                                                                                                                                                                            2
Kyosen Kawasaki                                                                                                                                                                                                                                                                          2
Taki Katei                                                                                                                                                                                                                                                                               2
Ruan Zude                                                                                                                                                                                                                                                                                2
Zhang Hong                                                                                                                                                                                                                                                                               2
Kondo Katsunobu                                                                                                                                                                                                                                                                          2
Kawase Shinobu                                                                                                                                                                                                                                                                           2
Kondō Takahiro                                                                                                                                                                                                                                                                           2
Nagayama Koin (Hirotora)                                                                                                                                                                                                                                                                 2
Zhang Yu                                                                                                                                                                                                                                                                                 2
Zhang Dajing                                                                                                                                                                                                                                                                             2
Masahisa Fukase (Fukase Masahisa)                                                                                                                                                                                                                                                        2
Kiyomizu Rokubei II                                                                                                                                                                                                                                                                      2
Mokujiki Shōnin                                                                                                                                                                                                                                                                          2
Kusumi Morikage                                                                                                                                                                                                                                                                          2
Zhao Wenchu                                                                                                                                                                                                                                                                              2
Suzuki Shōnen                                                                                                                                                                                                                                                                            2
Li Gonglin                                                                                                                                                                                                                                                                               2
Xie Gongzhan                                                                                                                                                                                                                                                                             2
Unidentified Artist|Tang Xiya                                                                                                                                                                                                                                                            2
Cheng Jiasui                                                                                                                                                                                                                                                                             2
Kan'yōsai                                                                                                                                                                                                                                                                                2
Ding Yunpeng                                                                                                                                                                                                                                                                             2
Wu Zijian                                                                                                                                                                                                                                                                                2
Devidasa of Nurpur                                                                                                                                                                                                                                                                       2
Kaikei                                                                                                                                                                                                                                                                                   2
Zhang Shiyuan                                                                                                                                                                                                                                                                            2
Utagawa Kunimasa                                                                                                                                                                                                                                                                         2
Yanagisawa Kien                                                                                                                                                                                                                                                                          2
Wu Ziyu (Wu Hao)                                                                                                                                                                                                                                                                         2
Chen Julai                                                                                                                                                                                                                                                                               2
Wang Yuan                                                                                                                                                                                                                                                                                2
Sakaki Hyakusen                                                                                                                                                                                                                                                                          2
Mori Tetsuzan|Maruyama Ōshin|Kawamura Kihō                                                                                                                                                                                                                                               2
Okuda Eisen                                                                                                                                                                                                                                                                              2
Xu Xiang                                                                                                                                                                                                                                                                                 2
Nakagawa Tenju                                                                                                                                                                                                                                                                           2
Noro Kaiseki                                                                                                                                                                                                                                                                             2
Xie Zhiguang                                                                                                                                                                                                                                                                             2
Xiao Yuncong                                                                                                                                                                                                                                                                             2
Kawamata Tsunemasa                                                                                                                                                                                                                                                                       2
Gong Xian|Gong Xian                                                                                                                                                                                                                                                                      2
Okada Beisanjin                                                                                                                                                                                                                                                                          2
Shūōsai                                                                                                                                                                                                                                                                                  2
Tang Yin|Unidentified Artist                                                                                                                                                                                                                                                             2
Yōsai Nobukazu 楊斎延一                                                                                                                                                                                                                                                                      2
Zhu Qizhan                                                                                                                                                                                                                                                                               2
Hasegawa Sadamasu                                                                                                                                                                                                                                                                        2
Yamaguchi Soken                                                                                                                                                                                                                                                                          2
Xu Zonghao                                                                                                                                                                                                                                                                               2
Totoki Baigai                                                                                                                                                                                                                                                                            2
Gao Yong                                                                                                                                                                                                                                                                                 2
Kiyomizu Rokubei III                                                                                                                                                                                                                                                                     2
Raku Chōnyū                                                                                                                                                                                                                                                                              2
Tosa Mitsunobu                                                                                                                                                                                                                                                                           2
Zhao Mengjian                                                                                                                                                                                                                                                                            2
Chiang Chao-shen                                                                                                                                                                                                                                                                         2
Isei                                                                                                                                                                                                                                                                                     2
Zhu Yunming                                                                                                                                                                                                                                                                              2
Matsumoto Kisaburō                                                                                                                                                                                                                                                                       2
Sengai Gibon                                                                                                                                                                                                                                                                             2
Li Cheng                                                                                                                                                                                                                                                                                 2
Unidentified Artist|Wu Bing                                                                                                                                                                                                                                                              2
Kakōsai                                                                                                                                                                                                                                                                                  2
Uragami Gyokudō                                                                                                                                                                                                                                                                          2
Kano Sansetsu                                                                                                                                                                                                                                                                            2
Miyashita Zenji                                                                                                                                                                                                                                                                          2
Sakai Ōho                                                                                                                                                                                                                                                                                2
Yun Bing                                                                                                                                                                                                                                                                                 2
Li Shan                                                                                                                                                                                                                                                                                  2
Ogata Sōken                                                                                                                                                                                                                                                                              2
Gao Jun                                                                                                                                                                                                                                                                                  2
Kita Genki                                                                                                                                                                                                                                                                               2
Teng Changyou                                                                                                                                                                                                                                                                            2
Zhou Zhaoxiang                                                                                                                                                                                                                                                                           2
Ma Lin                                                                                                                                                                                                                                                                                   2
Song Jue                                                                                                                                                                                                                                                                                 2
Shōfusai Tōsen                                                                                                                                                                                                                                                                           2
Kitei                                                                                                                                                                                                                                                                                    2
Du Jin                                                                                                                                                                                                                                                                                   2
Reisai                                                                                                                                                                                                                                                                                   2
Tsuruzawa Tanzan                                                                                                                                                                                                                                                                         2
Ding Fuzhi                                                                                                                                                                                                                                                                               2
Unidentified Artist|Li Anzhong                                                                                                                                                                                                                                                           2
Kosetsu                                                                                                                                                                                                                                                                                  2
Samoje                                                                                                                                                                                                                                                                                   2
Shōkadō Shōjō                                                                                                                                                                                                                                                                            2
Liu Shiru                                                                                                                                                                                                                                                                                2
Unidentified Artist|Liu Songnian                                                                                                                                                                                                                                                         2
Yun Xiang                                                                                                                                                                                                                                                                                2
Young Yang Chung                                                                                                                                                                                                                                                                         2
Kawai Kanjiro                                                                                                                                                                                                                                                                            2
Wu Guxiang                                                                                                                                                                                                                                                                               2
Sahib Ram                                                                                                                                                                                                                                                                                2
Gao Fenghan                                                                                                                                                                                                                                                                              2
Hosoda Eishi                                                                                                                                                                                                                                                                             2
Muqi                                                                                                                                                                                                                                                                                     2
Pan Simu                                                                                                                                                                                                                                                                                 2
Gyokuzan                                                                                                                                                                                                                                                                                 2
Qian Huian                                                                                                                                                                                                                                                                               2
Morino Hiroaki                                                                                                                                                                                                                                                                           2
Su Renshan                                                                                                                                                                                                                                                                               2
Fujiwara no Yukinari (Kōzei)                                                                                                                                                                                                                                                             2
Unidentified Artist|Emperor Gaozong                                                                                                                                                                                                                                                      2
Soga Chokuan                                                                                                                                                                                                                                                                             2
He Weipu                                                                                                                                                                                                                                                                                 2
Zohiko Nishimura                                                                                                                                                                                                                                                                         2
Gao Qifeng                                                                                                                                                                                                                                                                               2
Koma School                                                                                                                                                                                                                                                                              2
Kaihō Yūsetsu                                                                                                                                                                                                                                                                            2
Yuyu Hanko|Teisai Hokuba                                                                                                                                                                                                                                                                 2
Unidentified Artist|Lin Liang                                                                                                                                                                                                                                                            2
Yuan Jiang                                                                                                                                                                                                                                                                               2
Shokusanjin (Ōta Nanpo)                                                                                                                                                                                                                                                                  2
Xia Gui|Unidentified Artist                                                                                                                                                                                                                                                              2
Fa Ruozhen                                                                                                                                                                                                                                                                               2
Unidentified Artist|Qian Xuan                                                                                                                                                                                                                                                            2
Su Donghe                                                                                                                                                                                                                                                                                2
Ju Jie                                                                                                                                                                                                                                                                                   2
Guo Weiqu                                                                                                                                                                                                                                                                                2
Kaigetsudō Doshin                                                                                                                                                                                                                                                                        2
Kushiro Unsen                                                                                                                                                                                                                                                                            2
Qian Songyan                                                                                                                                                                                                                                                                             2
Li Fangying                                                                                                                                                                                                                                                                              2
Wu Qingxia                                                                                                                                                                                                                                                                               2
Jin Zhang                                                                                                                                                                                                                                                                                2
Maruyama Ōshin                                                                                                                                                                                                                                                                           2
Lü Ji                                                                                                                                                                                                                                                                                    2
Kano Eitoku                                                                                                                                                                                                                                                                              2
Wu Tao                                                                                                                                                                                                                                                                                   2
Ushio Shinohara                                                                                                                                                                                                                                                                          2
Utagawa Kunimasu                                                                                                                                                                                                                                                                         2
Mao Zuyuan                                                                                                                                                                                                                                                                               2
Wu Zheng                                                                                                                                                                                                                                                                                 2
Unidentified Artist|Yao Wenhan                                                                                                                                                                                                                                                           2
Mo Shilong                                                                                                                                                                                                                                                                               2
Wang Xizhi                                                                                                                                                                                                                                                                               2
Dai Benxiao                                                                                                                                                                                                                                                                              2
Matsuo Bashō                                                                                                                                                                                                                                                                             2
Chen Zhifo                                                                                                                                                                                                                                                                               2
Xiao Zhunxian                                                                                                                                                                                                                                                                            2
Kano Shōei                                                                                                                                                                                                                                                                               2
Hara Yōyūsai|Sakai Hōitsu                                                                                                                                                                                                                                                                2
Momokawa Shiko II                                                                                                                                                                                                                                                                        2
Hashimoto Naoyoshi                                                                                                                                                                                                                                                                       2
Utagawa Kokunimasa                                                                                                                                                                                                                                                                       2
Unidentified Artist|Pei Kuan                                                                                                                                                                                                                                                             2
Lee In-chin                                                                                                                                                                                                                                                                              2
Nakamura Hōchū                                                                                                                                                                                                                                                                           2
Okamoto Toyohiko                                                                                                                                                                                                                                                                         2
Liu Yongnian                                                                                                                                                                                                                                                                             2
Kiyohara Yukinobu                                                                                                                                                                                                                                                                        2
Koike Shōko                                                                                                                                                                                                                                                                              2
Mi Youren                                                                                                                                                                                                                                                                                2
Gao Kegong|Unidentified Artist                                                                                                                                                                                                                                                           2
Fan Hong                                                                                                                                                                                                                                                                                 2
Minamoto no Toshiyori                                                                                                                                                                                                                                                                    2
Jiang Song                                                                                                                                                                                                                                                                               2
Wu Guanzhong                                                                                                                                                                                                                                                                             2
Zha Shibiao                                                                                                                                                                                                                                                                              2
Fūgai Ekun                                                                                                                                                                                                                                                                               2
Ikkan                                                                                                                                                                                                                                                                                    2
Reizei Tamechika                                                                                                                                                                                                                                                                         2
Migita Toshihide                                                                                                                                                                                                                                                                         2
Hongren                                                                                                                                                                                                                                                                                  2
Yan Wengui|Unidentified Artist                                                                                                                                                                                                                                                           2
Takaku Aigai                                                                                                                                                                                                                                                                             2
Hanzan (Matsukawa)                                                                                                                                                                                                                                                                       2
Zhou Tianqiu                                                                                                                                                                                                                                                                             2
Empress Yang Meizi                                                                                                                                                                                                                                                                       2
Lu Yifei                                                                                                                                                                                                                                                                                 2
Unkoku Tōgan                                                                                                                                                                                                                                                                             2
Hosho                                                                                                                                                                                                                                                                                    2
Sha Fu                                                                                                                                                                                                                                                                                   2
Kuwayama Gyokushū                                                                                                                                                                                                                                                                        2
Jokei                                                                                                                                                                                                                                                                                    2
Sō Shizan                                                                                                                                                                                                                                                                                2
Ikeda Taishin                                                                                                                                                                                                                                                                            2
Qian Weicheng                                                                                                                                                                                                                                                                            2
Iwasa Matabei                                                                                                                                                                                                                                                                            2
Unidentified Artist|Xiao Zhao                                                                                                                                                                                                                                                            2
Kōami Chōjū (Nagashige)                                                                                                                                                                                                                                                                  2
Tai Wan                                                                                                                                                                                                                                                                                  2
Shimaoka Tatsuzō                                                                                                                                                                                                                                                                         2
Wang Yachen                                                                                                                                                                                                                                                                              2
Keinyu                                                                                                                                                                                                                                                                                   2
Tokoku                                                                                                                                                                                                                                                                                   2
Dr. Bunkio Masaki                                                                                                                                                                                                                                                                        2
Torii Kiyonobu II                                                                                                                                                                                                                                                                        2
Gigadō Ashiyuki                                                                                                                                                                                                                                                                          2
Kaigetsudo Anchi                                                                                                                                                                                                                                                                         2
Yoon Kwang-Cho                                                                                                                                                                                                                                                                           2
Zhan Wang                                                                                                                                                                                                                                                                                2
Kasuke                                                                                                                                                                                                                                                                                   2
Shunko                                                                                                                                                                                                                                                                                   2
Satō Suiseki                                                                                                                                                                                                                                                                             2
Suzuki Haruji                                                                                                                                                                                                                                                                            2
Unidentified Artist|Dong Yuan                                                                                                                                                                                                                                                            2
Garaku                                                                                                                                                                                                                                                                                   2
Hasegawa Gyokuho                                                                                                                                                                                                                                                                         2
Zhao Yunhe                                                                                                                                                                                                                                                                               2
Zekkai Chūshin                                                                                                                                                                                                                                                                           2
Jiang Feng                                                                                                                                                                                                                                                                               2
Miyagawa (Katsukawa) Shunsui                                                                                                                                                                                                                                                             2
Zhü Chao                                                                                                                                                                                                                                                                                 2
Nakamura Takuo                                                                                                                                                                                                                                                                           2
Kano Mitsunobu                                                                                                                                                                                                                                                                           2
Tsutsui Toshimine                                                                                                                                                                                                                                                                        2
Takuma Tametō                                                                                                                                                                                                                                                                            2
Utagawa Kuniyasu                                                                                                                                                                                                                                                                         2
Daniel Kelly                                                                                                                                                                                                                                                                             2
Kenzan IV                                                                                                                                                                                                                                                                                2
Zhou Zen                                                                                                                                                                                                                                                                                 2
Kuriki Tatsusuke                                                                                                                                                                                                                                                                         2
Keisai                                                                                                                                                                                                                                                                                   2
Minzan                                                                                                                                                                                                                                                                                   2
Jiang Jün                                                                                                                                                                                                                                                                                2
Pu Chuan                                                                                                                                                                                                                                                                                 2
Gu Linshi                                                                                                                                                                                                                                                                                2
Utagawa Hiroshige|Uoya Eikichi                                                                                                                                                                                                                                                           2
Zhao Chang                                                                                                                                                                                                                                                                               2
Jiun Sonja                                                                                                                                                                                                                                                                               2
Unidentified Artist|Luo Zonggui                                                                                                                                                                                                                                                          2
Miyagawa Chōshun                                                                                                                                                                                                                                                                         2
Zheng Zhong                                                                                                                                                                                                                                                                              2
Dai Xi                                                                                                                                                                                                                                                                                   2
Gorodayu Shonzui                                                                                                                                                                                                                                                                         2
Sheng Mou                                                                                                                                                                                                                                                                                2
Koma Kyūhaku V                                                                                                                                                                                                                                                                           2
Tsukioka Sessai                                                                                                                                                                                                                                                                          2
Morigami Jin                                                                                                                                                                                                                                                                             2
Li Liufang                                                                                                                                                                                                                                                                               2
Maejima Sōyū                                                                                                                                                                                                                                                                             2
Tang Yun                                                                                                                                                                                                                                                                                 2
Yaming (Ye Jiabing)                                                                                                                                                                                                                                                                      2
Unidentified Artist|Li Cheng                                                                                                                                                                                                                                                             2
Furuyama Moroshige                                                                                                                                                                                                                                                                       2
Ustad Mohamed, son of Murad                                                                                                                                                                                                                                                              2
Guan Daosheng|Unidentified Artist                                                                                                                                                                                                                                                        1
Chen Rong                                                                                                                                                                                                                                                                                1
Qian Congwei                                                                                                                                                                                                                                                                             1
Unidentified Artist|Zhou Fang                                                                                                                                                                                                                                                            1
Hasegawa Tōchō                                                                                                                                                                                                                                                                           1
Xiao Shufang|Wu Zuoren                                                                                                                                                                                                                                                                   1
Wu Wei|Unidentified Artist                                                                                                                                                                                                                                                               1
Iizuka Shōkansai                                                                                                                                                                                                                                                                         1
Bukkadō