Overview

Dataset statistics

Number of variables1
Number of observations93
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory19.7 KiB
Average record size in memory216.8 B

Variable types

IMAGE1

Variable descriptions

filesThe 5 Celebrity Faces Dataset found on Kaggle (dansbecker/5-celebrity-faces-dataset).

Warnings

files has unique values Unique

Reproduction

Analysis started2020-10-25 20:11:36.302570
Analysis finished2020-10-25 20:11:36.567148
Duration0.26 seconds
Software versionpandas-profiling v2.9.0
Download configurationconfig.yaml

Variables

files
Image

UNIQUE

The 5 Celebrity Faces Dataset found on Kaggle (dansbecker/5-celebrity-faces-dataset).

Distinct93
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size872.0 B
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/jerry_seinfeld/httpwwwpsychiatrictimescomsitesdefaultfilesimagesmediaPTMofficSeinfeldjpg.jpg
 
1
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/elton_john/httpiamediaimdbcomimagesMMVBMTAxNDUMzUwOTdeQTJeQWpwZBbWUMDUOTAyNTIVUXCRALjpg.jpg
 
1
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/mindy_kaling/httpimagesnymagcomimagesdailymindykalingxjpg.jpg
 
1
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/mindy_kaling/httpssmediacacheakpinimgcomxafaffbbbbdbcbdddjpg.jpg
 
1
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/jerry_seinfeld/httpstatictherichestimagescomcdncwpcontentuploadsJerrySeinfeldjpg.jpg
 
1
Other values (88)
88 
ValueCountFrequency (%) 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/jerry_seinfeld/httpwwwpsychiatrictimescomsitesdefaultfilesimagesmediaPTMofficSeinfeldjpg.jpg11.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/elton_john/httpiamediaimdbcomimagesMMVBMTAxNDUMzUwOTdeQTJeQWpwZBbWUMDUOTAyNTIVUXCRALjpg.jpg11.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/mindy_kaling/httpimagesnymagcomimagesdailymindykalingxjpg.jpg11.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/mindy_kaling/httpssmediacacheakpinimgcomxafaffbbbbdbcbdddjpg.jpg11.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/jerry_seinfeld/httpstatictherichestimagescomcdncwpcontentuploadsJerrySeinfeldjpg.jpg11.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/madonna/httpwwwetonlinecomphotomadonnabdayjpg.jpg11.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/elton_john/httpssmediacacheakpinimgcomxfefdacfbfdeadajpg.jpg11.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/ben_afflek/httpimagesfandangocomrImageRendererredesignstaticimgnoxportraitjpgpcpcpcimagesmasterrepositoryperformerimagespjpg.jpg11.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/jerry_seinfeld/httpsuploadwikimediaorgwikipediacommonsthumbbJerrySeinfeldjpgpxJerrySeinfeldjpg.jpg11.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/madonna/httpsuploadwikimediaorgwikipediacommonsthumbaaMadonnaatthepremiereofIAmBecauseWeArejpgpxMadonnaatthepremiereofIAmBecauseWeArejpg.jpg11.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/jerry_seinfeld/httpwwwslatecomcontentdamslateblogsbrowbeatseinfeldjpgCROParticlemediumjpg.jpg11.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/mindy_kaling/httpgonetworthcomwpcontentuploadsthumbsjpg.jpg11.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/mindy_kaling/httpsimagesnasslimagesamazoncomimagesIAQdwKvFILUXjpg.jpg11.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/madonna/httpssmediacacheakpinimgcomxfeebfdccajpg.jpg11.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/jerry_seinfeld/httpsrobertaccetturacomwpcontentuploadsjerryseinfeldheadshotjpg.jpg11.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/elton_john/httpmediapopsugarassetscomfilescbffewltonjpg.jpg11.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/jerry_seinfeld/httppfodcompchannelslegacyprofilejerryseinfeldpodcastjpg.jpg11.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/elton_john/httpimggalpmdstaticnetfithttpAFFwwwEgalaEfrFvarFgalFstorageFimagesFmediaFmultiuploaddufevrierFeltonjohnFfreFRFeltonjohnEjpgxqualityeltonjohnjpg.jpg11.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/madonna/httpssmediacacheakpinimgcomxffecfafddjpg.jpg11.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/madonna/httpimgclosermagfrvarclosermagstorageimagesactupeoplebiodestarsmadonnamadonnafreFRmadonnaexactxljpg.jpg11.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/mindy_kaling/httpwwwadweekcomfilesimagecachenodeinlinemindykalingprofilehedjpg.jpg11.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/ben_afflek/httpwwwrumenewscomwpcontentuploadsbenafflekxpng.jpg11.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/madonna/httpimagegaladevcmseamadonnaprivatdetektivsquaretopsquarejpgv.jpg11.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/mindy_kaling/httpsuploadwikimediaorgwikipediacommonsthumbMindyBKalingBPaleyFestBNewBYorkBBMindyBIqZgUWvbljpgpxMindyBKalingBPaleyFestBNewBYorkBBMindyBIqZgUWvbljpg.jpg11.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/ben_afflek/httpwwwfilmscoopitcgibinattoriBENAFFLECKBENAFFLECKjpg.jpg11.1%
 
Other values (68)6873.1%
 
2020-10-25T20:11:36.703659image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Frequencies of value counts

Unique

Unique93 ?
Unique (%)100.0%
2020-10-25T20:11:36.944912image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length249
Median length150
Mean length158.3763441
Min length117

Overview of Unicode Properties

Unique unicode characters55
Unique unicode categories5 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
a14289.7%
 
n10567.2%
 
e10547.2%
 
/10236.9%
 
i9906.7%
 
r8615.8%
 
p7905.4%
 
t7645.2%
 
o7094.8%
 
d6894.7%
 
s5673.8%
 
g5483.7%
 
l5243.6%
 
f4603.1%
 
c4543.1%
 
m4342.9%
 
h2821.9%
 
-2791.9%
 
j2551.7%
 
w2361.6%
 
b2201.5%
 
k1961.3%
 
y1901.3%
 
u1671.1%
 
.930.6%
 
Other values (30)4603.1%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter1297288.1%
 
Other Punctuation11167.6%
 
Uppercase Letter2882.0%
 
Dash Punctuation2791.9%
 
Connector Punctuation740.5%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
/102391.7%
 
.938.3%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
a142811.0%
 
n10568.1%
 
e10548.1%
 
i9907.6%
 
r8616.6%
 
p7906.1%
 
t7645.9%
 
o7095.5%
 
d6895.3%
 
s5674.4%
 
g5484.2%
 
l5244.0%
 
f4603.5%
 
c4543.5%
 
m4343.3%
 
h2822.2%
 
j2552.0%
 
w2361.8%
 
b2201.7%
 
k1961.5%
 
y1901.5%
 
u1671.3%
 
x480.4%
 
v240.2%
 
z190.1%
 

Most frequent Dash Punctuation characters

ValueCountFrequency (%) 
-279100.0%
 

Most frequent Connector Punctuation characters

ValueCountFrequency (%) 
_74100.0%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
M2910.1%
 
B279.4%
 
F248.3%
 
A196.6%
 
S165.6%
 
E165.6%
 
J155.2%
 
I134.5%
 
T124.2%
 
N113.8%
 
U113.8%
 
R103.5%
 
W103.5%
 
C93.1%
 
K93.1%
 
Q82.8%
 
P72.4%
 
L72.4%
 
D72.4%
 
V72.4%
 
O62.1%
 
Z51.7%
 
G41.4%
 
Y31.0%
 
X31.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin1326090.0%
 
Common146910.0%
 

Most frequent Common characters

ValueCountFrequency (%) 
/102369.6%
 
-27919.0%
 
.936.3%
 
_745.0%
 

Most frequent Latin characters

ValueCountFrequency (%) 
a142810.8%
 
n10568.0%
 
e10547.9%
 
i9907.5%
 
r8616.5%
 
p7906.0%
 
t7645.8%
 
o7095.3%
 
d6895.2%
 
s5674.3%
 
g5484.1%
 
l5244.0%
 
f4603.5%
 
c4543.4%
 
m4343.3%
 
h2822.1%
 
j2551.9%
 
w2361.8%
 
b2201.7%
 
k1961.5%
 
y1901.4%
 
u1671.3%
 
x480.4%
 
M290.2%
 
B270.2%
 
Other values (26)2822.1%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII14729100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
a14289.7%
 
n10567.2%
 
e10547.2%
 
/10236.9%
 
i9906.7%
 
r8615.8%
 
p7905.4%
 
t7645.2%
 
o7094.8%
 
d6894.7%
 
s5673.8%
 
g5483.7%
 
l5243.6%
 
f4603.1%
 
c4543.1%
 
m4342.9%
 
h2821.9%
 
-2791.9%
 
j2551.7%
 
w2361.6%
 
b2201.5%
 
k1961.3%
 
y1901.3%
 
u1671.1%
 
.930.6%
 
Other values (30)4603.1%
 
Common prefix/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/
Unique stems93
Unique names93
Unique extensions1
Unique directories5
Unique anchors1
ValueCountFrequency (%) 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/jerry_seinfeld/httpwwwpsychiatrictimescomsitesdefaultfilesimagesmediaPTMofficSeinfeldjpg.jpg11.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/elton_john/httpiamediaimdbcomimagesMMVBMTAxNDUMzUwOTdeQTJeQWpwZBbWUMDUOTAyNTIVUXCRALjpg.jpg11.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/mindy_kaling/httpimagesnymagcomimagesdailymindykalingxjpg.jpg11.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/mindy_kaling/httpssmediacacheakpinimgcomxafaffbbbbdbcbdddjpg.jpg11.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/jerry_seinfeld/httpstatictherichestimagescomcdncwpcontentuploadsJerrySeinfeldjpg.jpg11.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/madonna/httpwwwetonlinecomphotomadonnabdayjpg.jpg11.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/elton_john/httpssmediacacheakpinimgcomxfefdacfbfdeadajpg.jpg11.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/ben_afflek/httpimagesfandangocomrImageRendererredesignstaticimgnoxportraitjpgpcpcpcimagesmasterrepositoryperformerimagespjpg.jpg11.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/jerry_seinfeld/httpsuploadwikimediaorgwikipediacommonsthumbbJerrySeinfeldjpgpxJerrySeinfeldjpg.jpg11.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/madonna/httpsuploadwikimediaorgwikipediacommonsthumbaaMadonnaatthepremiereofIAmBecauseWeArejpgpxMadonnaatthepremiereofIAmBecauseWeArejpg.jpg11.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/jerry_seinfeld/httpwwwslatecomcontentdamslateblogsbrowbeatseinfeldjpgCROParticlemediumjpg.jpg11.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/mindy_kaling/httpgonetworthcomwpcontentuploadsthumbsjpg.jpg11.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/mindy_kaling/httpsimagesnasslimagesamazoncomimagesIAQdwKvFILUXjpg.jpg11.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/madonna/httpssmediacacheakpinimgcomxfeebfdccajpg.jpg11.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/jerry_seinfeld/httpsrobertaccetturacomwpcontentuploadsjerryseinfeldheadshotjpg.jpg11.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/elton_john/httpmediapopsugarassetscomfilescbffewltonjpg.jpg11.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/jerry_seinfeld/httppfodcompchannelslegacyprofilejerryseinfeldpodcastjpg.jpg11.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/elton_john/httpimggalpmdstaticnetfithttpAFFwwwEgalaEfrFvarFgalFstorageFimagesFmediaFmultiuploaddufevrierFeltonjohnFfreFRFeltonjohnEjpgxqualityeltonjohnjpg.jpg11.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/madonna/httpssmediacacheakpinimgcomxffecfafddjpg.jpg11.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/madonna/httpimgclosermagfrvarclosermagstorageimagesactupeoplebiodestarsmadonnamadonnafreFRmadonnaexactxljpg.jpg11.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/mindy_kaling/httpwwwadweekcomfilesimagecachenodeinlinemindykalingprofilehedjpg.jpg11.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/ben_afflek/httpwwwrumenewscomwpcontentuploadsbenafflekxpng.jpg11.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/madonna/httpimagegaladevcmseamadonnaprivatdetektivsquaretopsquarejpgv.jpg11.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/mindy_kaling/httpsuploadwikimediaorgwikipediacommonsthumbMindyBKalingBPaleyFestBNewBYorkBBMindyBIqZgUWvbljpgpxMindyBKalingBPaleyFestBNewBYorkBBMindyBIqZgUWvbljpg.jpg11.1%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/ben_afflek/httpwwwfilmscoopitcgibinattoriBENAFFLECKBENAFFLECKjpg.jpg11.1%
 
Other values (68)6873.1%
 
ValueCountFrequency (%) 
httpwwwfilmscoopitcgibinattoriBENAFFLECKBENAFFLECKjpg11.1%
 
httpspmctvlinefileswordpresscomeltonjohnjpg11.1%
 
httpssmediacacheakpinimgcomxafafedebcbjpg11.1%
 
httpssmediacacheakpinimgcomxeeedcacddeccccacfjpg11.1%
 
httpwwwbeastiemaniacomwhoismadonnamadonnajpg11.1%
 
httpwwwhillsindcomstorebenjpg11.1%
 
httpssmediacacheakpinimgcomxfecfecaefaadfebejpg11.1%
 
httpwwwslatecomcontentdamslateblogsbrowbeatseinfeldjpgCROParticlemediumjpg11.1%
 
httpgonetworthcomwpcontentuploadsthumbsjpg11.1%
 
httpimagescontactmusiccomnewsimagesjerryseinfeldjpg11.1%
 
httpimgtimeincnetpeopleinewsjerryseinfeldjpg11.1%
 
httpswwwticketscomuploadsartistsjerryseinfeldbilletsjpg11.1%
 
httpssmediacacheakpinimgcomxfefdacfbfdeadajpg11.1%
 
httpwwwwatchidcomsitesdefaultfilesuploadsightingBreitlingwatchJerrySeinfeldjpg11.1%
 
httpssmediacacheakpinimgcomxafaffbbbbdbcbdddjpg11.1%
 
httpssmediacacheakpinimgcomxaaeaaeecccaedfebdbjpg11.1%
 
httpwwwpictureszimbiocomgiMindyKalingLkvEhTwDeJmjpg11.1%
 
httpssmediacacheakpinimgcomxffeabacaaejpg11.1%
 
httpiamediaimdbcomimagesMMVBMTAxNDUMzUwOTdeQTJeQWpwZBbWUMDUOTAyNTIVUXCRALjpg11.1%
 
httpwwweonlinecomresizewwweonlinecomeolimagesEntireSitersxjerryseinfeldjulialouisdreyfusjwjpg11.1%
 
httpsdfrpwlycscloudfrontnetdeltonjohnjpg11.1%
 
httpuploadwikimediaorgwikipediacommonsthumbaMadonnaRotterdamjpgpxMadonnaRotterdamjpg11.1%
 
httpmediaonsugarcomfilesbabaaaaaMindyInterviewxxxlargejpg11.1%
 
httpmediavoguecomrwblondesdarkbrowsmadonnajpg11.1%
 
httpimagesmtvcomurimgidfiledocrootvhcomsitewideflipbooksimgdailyjpgenlargefalsemattetruematteColorblackquality11.1%
 
Other values (68)6873.1%
 
ValueCountFrequency (%) 
httpimgthedrumcomsfspublicnewstmpjerryseinfeldjpg.jpg11.1%
 
httpsmedialivenationcomartiststapjpg.jpg11.1%
 
httpwwwetonlinecomphotomadonnabdayjpg.jpg11.1%
 
httpsticketmnettmenusdamabbacdaebeafdbbCUSTOMjpg.jpg11.1%
 
httpssmediacacheakpinimgcomxedaedabcbefbcbabbjpg.jpg11.1%
 
httpsuploadwikimediaorgwikipediacommonsthumbEltonJohninsjpgpxEltonJohninsjpg.jpg11.1%
 
httpimagesfandangocomrImageRendererredesignstaticimgnoxportraitjpgpcpcpcimagesmasterrepositoryperformerimagespjpg.jpg11.1%
 
httpssmediacacheakpinimgcomxeeedcacddeccccacfjpg.jpg11.1%
 
httpmediaonsugarcomfilesbabaaaaaMindyInterviewxxxlargejpg.jpg11.1%
 
httpsuploadwikimediaorgwikipediacommonsMadonnathAnnualGoldenGlobesAwardscroppedjpg.jpg11.1%
 
httpwwwlautdeEltonJohneltonjohnjpg.jpg11.1%
 
httpssmediacacheakpinimgcomxffeabacaaejpg.jpg11.1%
 
httpgonetworthcomwpcontentuploadsthumbsjpg.jpg11.1%
 
httpssmediacacheakpinimgcomxccccdabeaadjpg.jpg11.1%
 
httpwwwbeastiemaniacomwhoismadonnamadonnajpg.jpg11.1%
 
httpssmediacacheakpinimgcomxfefdacfbfdeadajpg.jpg11.1%
 
httpmediacacheecpinimgcomxffeffbcefjpg.jpg11.1%
 
httpwwwdeadlinecomvimgnetwpcontentuploadseltonjpg.jpg11.1%
 
httpiamediaimdbcomimagesMMVBMTAxNDUMzUwOTdeQTJeQWpwZBbWUMDUOTAyNTIVUXCRALjpg.jpg11.1%
 
httpwwwallposterscomimagesPostersPFjpg.jpg11.1%
 
httpssmediacacheakpinimgcomxdbbdbbbececacdecdcdfjpg.jpg11.1%
 
httpwwweonlinecomeolimagesEntireSiteregKalingCancermhjpg.jpg11.1%
 
httpspmctvlinefileswordpresscomeltonjohnjpg.jpg11.1%
 
httpimggalpmdstaticnetfithttpAFFwwwEgalaEfrFvarFgalFstorageFimagesFmediaFmultiuploaddufevrierFeltonjohnFfreFRFeltonjohnEjpgxqualityeltonjohnjpg.jpg11.1%
 
httpwwwhillsindcomstorebenjpg.jpg11.1%
 
Other values (68)6873.1%
 
ValueCountFrequency (%) 
.jpg93100.0%
 
ValueCountFrequency (%) 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/mindy_kaling2223.7%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/jerry_seinfeld2122.6%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/madonna1920.4%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/elton_john1718.3%
 
/home/runner/work/pandas-profiling/pandas-profiling/data/celebrity-faces/data/train/ben_afflek1415.1%
 
ValueCountFrequency (%) 
/93100.0%
 
2020-10-25T20:11:37.318599image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Histogram with fixed size bins of file sizes (in bytes) (bins=50)
ValueCountFrequency (%) 
2020-10-25 20:11:3693100.0%
 
ValueCountFrequency (%) 
2020-10-25 20:11:3693100.0%
 
ValueCountFrequency (%) 
2020-10-25 20:11:3693100.0%
 

Exif keys

ValueCountFrequency (%) 
ImageDescription33.2%
 
DateTime22.2%
 
Copyright22.2%
 
Artist22.2%
 
(Missing)8490.3%
 

DateTime

ValueCountFrequency (%) 
2007:05:21 19:13:5111.1%
 
2011:11:30 13:20:2711.1%
 
(Missing)9197.8%
 

ImageDescription

ValueCountFrequency (%) 
AM_658165_03.tif11.1%
 
<<enter caption here>> on July 30, 2010 in Beverly Hills, California.11.1%
 
Elton John11.1%
 
(Missing)9096.8%
 

Copyright

ValueCountFrequency (%) 
(c) Photograph by William Lulow11.1%
 
2010 Getty Images11.1%
 
(Missing)9197.8%
 

Artist

ValueCountFrequency (%) 
Alberto E. Rodriguez11.1%
 
William Lulow11.1%
 
(Missing)9197.8%
 

Overview

Min width115
Median width236
Max width360
Min height140
Median height297
Max height380
Min area19550
Median area74104
Max area90160

Scatter plot

2020-10-25T20:11:37.483478image/svg+xmlMatplotlib v3.3.2, https://matplotlib.org/
Scatter plot of image sizes

Common values

ValueCountFrequency (%) 
(300, 300)66.5%
 
(240, 320)33.2%
 
(214, 317)33.2%
 
(305, 225)33.2%
 
(236, 354)33.2%
 
(236, 380)22.2%
 
(250, 250)22.2%
 
(200, 200)22.2%
 
(243, 350)22.2%
 
(236, 314)22.2%
 
(320, 240)22.2%
 
(360, 240)22.2%
 
(236, 353)22.2%
 
(355, 236)11.1%
 
(160, 213)11.1%
 
(220, 285)11.1%
 
(220, 346)11.1%
 
(220, 340)11.1%
 
(164, 250)11.1%
 
(220, 335)11.1%
 
(236, 325)11.1%
 
(300, 202)11.1%
 
(267, 267)11.1%
 
(250, 358)11.1%
 
(190, 254)11.1%
 
Other values (47)4750.5%