Datasets:

AIML-TUDA
/

laion-occupation

Modalities:

Formats:

csv

Size:

1M - 10M

ArXiv:

Libraries:

Datasets

pandas

License:

Dataset card Viewer Files Files and versions Community

Dataset Viewer

Auto-converted to Parquet

Full Screen Viewer

Full Screen

Split (1)

train · 1.85M rows

URL stringlengths 23 1.78k	TEXT stringlengths 2 4.41k ⌀	occupation stringlengths 3 31	pface float64 0.7 1 ⌀	url_active bool 2 classes	retr_sim float64 0.27 0.37	laion_index int64 2.99k 2.17B	hash int64 -9,223,357,219,130,137,000 9,223,357,644B
https://thumb101.shutter…0w-318573983.jpg	Handsome man doing different expressions in different sets of clothes: smile - stock photo	accountant	0.999987	true	0.283671	71,414	4,017,012,285,157,512,700
http://media.istockphoto.com/photos/passport-picture-of-a-cool-guy-in-a-blue-shirt-picture-id481864562?k=6&m=481864562&s=612x612&w=0&h=YJ3E7aSRV11yzjWfpwPetU0elXHgbljaN7dkj3rbUYA=	Passport picture of a cool guy in a blue shirt stock photo	accountant	0.999395	true	0.274447	605,631	-1,018,805,240,046,503,400
https://thumb7.shutterst…50w-94038898.jpg	Headshot of Asian business woman smiling for camera - stock photo	accountant	0.999819	true	0.272817	1,028,965	-1,791,853,432,560,496,400
http://media.istockphoto.com/photos/young-man-with-newspaper-picture-id178148905?k=6&m=178148905&s=612x612&w=0&h=YzxlwQsjv7A-da_ltPm6G7917mZaMa6AnXkpR5C31o4=	young man with newspaper stock photo	accountant	0.999341	true	0.293658	1,119,248	-101,182,269,614,719,230
https://media.istockphoto.com/photos/business-woman-wearing-glasses-picture-id177321822	Business woman wearing glasses royalty-free stock photo	accountant	0.999937	true	0.271446	1,175,289	-983,478,734,134,833,000
https://image.tmdb.org/t…3VaD8fdY66Ds.jpg	The Accountant of Auschwitz	accountant	0.983415	true	0.281683	1,286,743	-2,916,272,520,568,176,600
https://static2.bigstock…ge2/97218131.jpg	Businesswoman in mask	accountant	0.736122	true	0.274984	1,397,002	6,085,134,706,495,863,000
https://media.istockphoto.com/photos/smiling-manager-working-at-office-desk-picture-id945212974?k=6&m=945212974&s=612x612&w=0&h=U908nvUbQHr8OhXxJhiFjQEWBTikNU6hatYaBL0pzXs=	Smiling manager working at office desk stock photo	accountant	0.999987	true	0.287617	1,457,124	-5,535,567,886,978,941,000
https://img3.stockfresh.…ted-on-white.jpg	Man with calculator isolated on white Stock photo © Elnur	accountant	0.999979	true	0.277489	1,620,254	-4,433,332,680,051,154,000
https://c8.alamy.com/com…asses-X2EACF.jpg	woman with glasses - Stock Image	accountant	0.999667	true	0.270531	1,666,359	-8,681,519,594,119,698,000
https://media.istockphoto.com/photos/young-boy-dressed-in-suit-working-at-desk-picture-id494278962?k=6&m=494278962&s=612x612&w=0&h=_uftSn4sF28OyeeAT03T9tvf2talXLlULPL7SEMb6XA=	Young boy dressed in suit working at desk. stock photo	accountant	0.999397	true	0.271564	1,869,686	-4,326,504,427,006,926,000
https://static3.bigstock…e2/106221575.jpg	Funny man with calculator and abacus	accountant	0.999752	true	0.272685	1,965,947	-7,075,214,055,859,054,000
https://img3.stockfresh.…cial-advisor.jpg	Your best financial advisor ! Stock photo © stockyimages	accountant	0.999584	true	0.284322	2,811,981	828,475,962,073,365,100
https://static1.bigstock…ge2/36834773.jpg	Financial And Accounting Genius With Calculator	accountant	0.999726	true	0.273484	3,073,991	-765,323,776,571,633,200
https://thumb1.shutterst…0w-234689200.jpg	close up portrait of a bald businessman looking up - stock photo	accountant	0.995537	true	0.271214	3,331,269	7,396,483,298,933,410,000
https://thumb7.shutterst…50w-73984066.jpg	young attractive businnesswoman in grey suit and blue shirt, full body shoot isolated on white background - stock photo	accountant	0.99993	true	0.272616	3,743,354	326,652,552,149,598,500
http://images.crestock.com/3100000-3109999/3100060-xs.jpg	Accountant or tax agent with sign	accountant	0.999997	true	0.270839	3,760,271	11,987,565,326,082,428
https://static2.bigstock…ge2/39395869.jpg	young smiling business man holding money	accountant	0.999992	true	0.270639	3,896,064	1,054,661,780,336,729,700
https://thumb101.shutter…0w-261662717.jpg	Portrait of young smilling businessman in black suit and red tie - stock photo	accountant	0.999836	true	0.274147	4,045,854	-3,988,689,790,802,953,700
https://cdn.shopify.com/…jpg?v=1576347354	Maria I'm Not Accountant Double Sided Throw Pillow	accountant	0.998144	true	0.29099	4,046,327	-5,290,541,588,070,338,000
https://thumb7.shutterst…50w-82261171.jpg	Smiling young business woman embracing a clipboard	accountant	0.999998	true	0.270865	4,196,588	-3,527,510,453,856,417,000
https://static1.bigstock…arge2/540730.jpg	Young Business Woman	accountant	0.999967	true	0.280874	4,458,958	-7,277,074,039,621,848,000
http://images.crestock.com/2880000-2889999/2886966-xs.jpg	asian business women smiling	accountant	0.996804	true	0.271394	4,703,763	4,586,715,305,370,837,500
https://thumb101.shutter…0w-218535877.jpg	Young businesswoman smiling at the camera as she sits at her desk working on a file in the office - stock photo	accountant	0.999742	true	0.270022	5,247,586	5,485,004,365,530,675,000
https://image.shuttersto…0w-130580174.jpg	guy in a suit smiles	accountant	0.996774	true	0.270404	5,509,979	-6,701,711,790,942,849,000
https://media.istockphoto.com/photos/young-man-with-newspaper-picture-id178148905?k=6&m=178148905&s=612x612&w=0&h=YzxlwQsjv7A-da_ltPm6G7917mZaMa6AnXkpR5C31o4=	young man with newspaper stock photo	accountant	0.999341	true	0.293658	6,022,820	2,093,660,790,921,972,000
https://static1.bigstock…e2/178571539.jpg	Business man with books	accountant	0.999993	true	0.270025	6,043,649	-4,689,816,157,490,068,000
https://static2.bigstock…ge2/35680571.jpg	Bisness man Drowning in paper	accountant	0.973669	true	0.275812	6,294,584	2,174,933,719,065,160,200
https://img3.stockfresh.…returns-form.jpg	Man holding out his irs returns form Stock photo © wavebreak_media	accountant	0.999914	true	0.277629	6,834,987	-5,144,027,514,066,446,000
https://thumb1.shutterst…0w-103836158.jpg	Portrait of a Happy Asian business man. - stock photo	accountant	0.99983	true	0.276714	7,765,954	3,528,816,700,574,809,600
https://thumb1.shutterst…50w-83463157.jpg	Businesswoman showing a calculator against a white background	accountant	0.999989	true	0.285478	7,957,383	8,575,852,386,715,247,000
https://static3.bigstock…ge2/96321602.jpg	Businessman hold with laptop computer	accountant	0.999996	true	0.284967	8,027,600	-3,394,409,388,854,088,700
https://thumb1.shutterst…0w-259008188.jpg	Portrait of an Asian businessman - stock photo	accountant	0.999983	true	0.273304	8,313,999	5,624,510,895,738,460,000
https://thumbs.dreamstim…eau-46359699.jpg	Homme d'affaires Working At Desk dans le bureau Images libres de droits	accountant	0.999672	true	0.271357	8,321,939	-7,025,220,269,373,445,000
https://thumb1.shutterst…0w-285299510.jpg	Portrait of a senior man with glasses and copy-space	accountant	0.999962	true	0.274797	8,643,866	-8,895,200,468,858,843,000
https://thumb1.shutterst…0w-243081094.jpg	Smiling young blonde woman with documents working in office room - stock photo	accountant	1	true	0.274456	9,100,171	-1,988,214,988,183,735,000
https://thumb9.shutterst…0w-166290566.jpg	Portrait Of Smiling Young Female Accountant Calculating Bills - stock photo	accountant	0.999988	true	0.286014	10,391,743	-3,475,297,567,868,980,000
https://thumb101.shutter…0w-392893987.jpg	Single cute smiling office worker in jacket, sweater and jeans holding large red binder in front of bookshelf indoors - stock photo	accountant	0.999971	true	0.272625	10,393,558	4,599,977,783,234,963,500
http://media.gettyimages.com/photos/happy-businesswoman-calculating-tax-picture-id508581291	Happy Businesswoman Calculating Tax : Stockfoto	accountant	0.999025	true	0.286907	10,546,255	4,913,826,833,856,296,000
https://static2.bigstock…e2/200649157.jpg	Smiling business woman holding pads of notepaper on white background	accountant	0.999967	true	0.27222	10,793,062	1,684,164,530,948,073,700
https://thumb9.shutterst…50w-92884072.jpg	Beautiful young happy business woman smiling, isolated on white background.	accountant	0.998502	true	0.280144	10,887,871	-4,721,038,076,865,323,000
https://img3.stockfresh.…ted-on-white.jpg	Funny man with calculator isolated on white Stock photo © Elnur	accountant	0.999982	true	0.272517	11,944,870	6,415,212,209,283,811,000
https://static2.bigstock…ge2/20496056.jpg	Girl With Big Wooden Accounts And Money	accountant	0.999946	true	0.282812	12,379,880	-3,440,726,542,654,519,000
https://thumb9.shutterst…0w-314682206.jpg	Portrait of cheerful smiling young businesswoman in black suit and glasses - stock photo	accountant	0.999782	true	0.279517	12,660,568	43,666,759,614,975,590
https://thumb1.shutterst…0w-107869010.jpg	very young looking happy business woman with a big smile - stock photo	accountant	0.998751	true	0.276422	13,353,537	-8,704,711,856,009,724,000
https://thumb101.shutter…0w-359283053.jpg	Smiling student young man holding books on his head over white background. - stock photo	accountant	0.998982	true	0.277762	13,385,017	5,048,939,791,923,762,000
https://thumbs.dreamstim…ice-46360595.jpg	Confident businesswoman calculating tax royalty free stock photo	accountant	0.999044	true	0.280684	13,600,394	8,086,626,404,444,098,000
https://cdn.xxl.thumbs.c…_csp20916972.jpg	Portrait of a happy asian man standing with briefcase over white background	accountant	0.999992	true	0.271449	13,750,963	-9,014,020,915,918,624,000
https://thumb1.shutterst…0w-280900247.jpg	Handsome businessman with flower and brief case isolated on white	accountant	0.999995	true	0.279135	14,324,308	271,881,930,472,221,730
https://static3.bigstock…ge2/25716605.jpg	Young Girl with Calculator and Pencil	accountant	0.99773	true	0.273323	14,344,467	5,180,732,287,837,890,000
https://rlv.zcache.ca/ac…6a_k2gd5_324.jpg	Accountant powered by Caffeine T-Shirt	accountant	1	true	0.277987	14,444,547	6,835,247,285,492,788,000
https://cdn.xxl.thumbs.c…_csp14176956.jpg	Businesswoman Holding Application Book In Office	accountant	0.999527	true	0.276443	14,681,062	-396,846,416,067,960,900
https://thumb9.shutterst…50w-21384730.jpg	Woman sitting at a table paying bills	accountant	0.999849	true	0.278495	14,707,498	-3,790,082,619,825,018,000
https://thumb7.shutterst…0w-298568315.jpg	Portrait of serious hipster bearded businessman with documents. Boss in glasses posing in black business suit on dark background. - stock photo	accountant	0.999944	true	0.270233	14,857,685	9,162,632,897,680,431,000
https://images.clipartof…A-Calculator.jpg	3d Boy Wearing Glasses Holding A Calculator by Steve Young	accountant	0.996138	true	0.284271	15,009,214	2,320,491,124,132,451,000
https://thumb1.shutterst…0w-363381608.jpg	Young businessman isolated on the white - stock photo	accountant	0.999632	true	0.282382	15,130,480	-5,619,900,855,025,315,000
https://thumb7.shutterst…0w-151044419.jpg	young asian businesswoman on white background - stock photo	accountant	0.984398	true	0.27139	15,243,507	-5,355,015,441,253,655,000
https://pics.ballmemes.c…bie-65092601.png	"""Looking Like: """"I wanted to dress up my nephew as a zombie, but he ended up looking like a tired accountant."""" THE BIG 4 It's the sad truth"""	accountant	0.999038	true	0.290798	15,498,673	2,969,073,215,208,837,000
https://img3.stockfresh.…erator-woman.jpg	Call center operator woman. Stock photo © Kurhan	accountant	0.999806	true	0.28345	15,712,622	-3,423,071,965,357,730,000
https://static3.bigstock…ge2/89106365.jpg	Portrait of business woman with abacus on gray background	accountant	0.999996	true	0.280615	15,836,841	7,707,785,789,430,925,000
https://image.shuttersto…0w-170512916.jpg	young asian businesswoman close up on white background	accountant	0.996965	true	0.270353	15,865,139	4,601,856,074,642,144,000
https://thumb7.shutterst…0w-257119231.jpg	fool businessman with archives - stock photo	accountant	0.998443	true	0.27532	16,040,045	8,607,620,921,173,631,000
https://media.istockphoto.com/photos/closeup-of-a-businesswoman-smiling-picture-id144272874	Close-up of a businesswoman smiling royalty-free stock photo	accountant	0.999988	true	0.271308	16,521,279	-6,439,965,676,428,338,000
https://static3.bigstock…ge2/20180915.jpg	Young Student Smiling With Books On White Background	accountant	0.999975	true	0.271025	16,547,305	782,817,930,131,808,800
https://thumb1.shutterst…0w-175641464.jpg	Portrait of man wearing glasses, isolated on white background - stock photo	accountant	0.999937	true	0.272177	17,085,445	-4,464,677,062,748,343,300
https://static3.bigstock…e2/193709428.jpg	Funny man with calculator isolated on white	accountant	0.99989	true	0.277511	17,400,900	-5,609,625,939,014,281,000
https://www.meashots.com…ept-on-white.jpg	Arab businessman in business concept on white	accountant	0.995514	true	0.273809	17,428,032	5,263,587,411,154,414,000
https://thumb7.shutterst…0w-535110781.jpg	Close up young businessman using calculator and writing make note in home office.	accountant	0.736315	true	0.271477	17,473,990	-4,733,447,596,442,253,000
https://static2.bigstock…ge2/79334734.jpg	African-American Businessman over business office background	accountant	0.999928	true	0.277113	17,862,910	2,906,941,231,125,812,700
https://ih0.redbubble.ne…bg,f8f8f8.u1.jpg	Accounting As Frick Funny Accountant Gifts Classic T-Shirt Front	accountant	0.999999	true	0.275778	18,305,429	-4,754,834,756,814,833,000
https://cdn.xxl.thumbs.c…tock10633286.jpg	Accountant working at the office - Successful accountant...	accountant	0.999998	true	0.284074	18,433,756	-792,217,776,646,318,600
https://static1.bigstock…ge2/11507033.jpg	Immobilienmakler Business Woman Portrait	accountant	0.999985	true	0.271939	19,000,880	3,429,440,335,216,576,000
https://thumb9.shutterst…50w-46084597.jpg	Businessman in suit sitting at desk in office in front of a stack of business books studying information, white background - stock photo	accountant	0.978509	true	0.281453	19,624,382	2,881,227,060,070,519,000
http://images.crestock.com/2800000-2809999/2809760-xs.jpg	Smiling businessman professional occupation	accountant	0.999991	true	0.273349	19,639,140	-2,004,114,122,401,578,200
https://t3.thpservices.c…sy-026270032.jpg	Businesswoman Looking At Financial Report Through Magnifying Glass	accountant	0.999975	true	0.271463	20,195,797	3,254,115,802,779,310,000
https://thumb7.shutterst…-450w-535925.jpg	A young asian businessman in a sharp navy blue suit with matching pink shirt and tie - stock photo	accountant	0.998548	true	0.276845	20,198,408	6,218,212,725,945,402,000
https://static1.bigstock…ge2/91630880.jpg	Funny man with calculator isolated on white	accountant	0.999928	true	0.283788	20,259,782	4,587,388,659,592,612,400
https://thumb101.shutter…0w-117704443.jpg	Young businessman in the city - stock photo	accountant	0.999827	true	0.279559	21,422,568	-5,383,869,740,774,746,000
https://thumbs.dreamstim…rey-13402219.jpg	Download Positive Man With Calculator On Grey Stock Image - Image: 13402219	accountant	0.999913	true	0.279669	21,558,870	-8,450,172,112,699,636,000
https://img3.stockfresh.…ated-on-gray.jpg	Young man with false moustache holding case isolated on gray Stock photo © Elnur	accountant	0.99537	true	0.273588	21,579,481	-1,694,937,155,336,533,000
https://thumb7.shutterst…0w-118694995.jpg	Smart woman working on a laptop in her living room and pointing to the calculator - stock photo	accountant	0.999792	true	0.289381	21,665,648	7,930,067,249,739,101,000
http://media.istockphoto.com/photos/portrait-chinese-businessman-smiling-outside-office-skyscraper-picture-id477886192?k=6&m=477886192&s=170667a&w=0&h=iA8MZWbA96F-FSWZD8lA0cpcKkQkrkQlheOvNM2QjQk=	Portrait Chinese Businessman Smiling Outside Office Skyscraper stock photo	accountant	1	true	0.270997	22,154,704	-1,768,168,843,928,480,000
https://thumb101.shutter…0w-255749647.jpg	Aged woman posing like an office worker, administrator, secretary. Portrait against of white background - stock photo	accountant	0.998092	true	0.273211	22,203,736	-5,983,132,314,736,303,000
https://thumbs.dreamstim…ance-4804453.jpg	Business finance Stock Photos	accountant	0.99995	true	0.270041	22,451,494	-6,128,340,287,369,380,000
https://thumb101.shutter…0w-342946757.jpg	Portrait of beautiful caucasian business woman. Isolated on white. - stock photo	accountant	0.998751	true	0.278746	22,586,197	6,742,891,049,509,266,000
https://us.123rf.com/450…lothes.jpg?ver=6	Elegant office girl calculating numbers, holding calculator, wearing elegant clothes. photo	accountant	0.999665	true	0.274712	24,074,769	-8,853,614,208,990,731,000
https://thumb101.shutter…0w-366926633.jpg	Business woman Closeup portrait headshot serious confident businesswoman holding clipboard looking at you isolated green yellow wall background white shirt Human face expression body language attitude - stock photo	accountant	0.999897	true	0.270121	24,137,433	-3,125,922,542,863,682,000
https://static1.bigstock…ge2/46498876.jpg	Businesswoman with dynamite on white	accountant	0.999985	true	0.277402	24,166,736	-1,416,218,834,646,178,800
https://thumb7.shutterst…450w-3344902.jpg	five years old boy with abacus isolated on white - stock photo	accountant	0.99997	true	0.270279	24,311,485	670,038,811,074,476,700
http://images.crestock.com/5240000-5249999/5248019-xs.jpg	Closeup portrait of pretty businesswoman	accountant	0.999691	true	0.272114	24,376,938	383,831,141,394,576,300
https://static1.bigstock…e2/103146800.jpg	Attractive young woman with glasses on gray background	accountant	0.999844	true	0.272315	24,396,842	-8,166,471,917,909,412,000
https://cdn.xxl.thumbs.c…_csp66592623.jpg	student woman giving big white calculator isolated on green	accountant	0.999981	true	0.275172	24,495,206	4,098,292,885,338,387,500
https://static2.bigstock…rge2/7545304.jpg	The Beautiful Woman Face And Color Abacus	accountant	0.998038	true	0.273376	24,527,216	-5,063,146,516,930,914,000
https://thumb10.shutters…50w-26174845.jpg	Business woman reading documents in modern office	accountant	0.999992	true	0.273972	24,819,981	-3,444,259,916,675,259,400
https://cdn.w600.comps.c…_csp11999934.jpg	man with laptop on a white background - csp11999934	accountant	0.999968	true	0.272291	25,194,708	-5,759,560,244,374,905,000
https://c8.alamy.com/com…nance-B0FR91.jpg	Man works on home finance Stock Photo	accountant	0.999431	true	0.273372	25,452,678	-4,425,922,770,327,197,700
https://thumb7.shutterst…50w-48912748.jpg	Portrait of a young woman with glasses sitting in front of a book shelf - stock photo	accountant	0.999995	true	0.271705	25,600,948	2,300,784,022,357,110,500
https://image.shuttersto…450w-4431130.jpg	A young woman holding a pen, doing her taxes	accountant	0.999999	true	0.276884	25,864,090	3,063,941,043,550,859,000
https://static1.bigstock…e2/136312940.jpg	Bureau calculation book keeping company concept. Workaholic secretary making gestures. Nervous office lady holding pointing at calculator.	accountant	0.998309	true	0.286484	25,895,578	-6,018,506,751,394,199,000
https://image.shuttersto…0w-126901169.jpg	a young guy brings parcel, box	accountant	0.998588	true	0.272651	26,298,406	-6,500,387,374,860,442,000

End of preview. Expand in Dataset Viewer.

LAION Occupation

This dataset is a subset of LAION-2B-en containing 1.8M samples, each assigned to one of 153 occupations. This dataset was curated as part of our investigation into gender-occupation biases in LAION presented in Fair Diffusion. For downloading the images, check out img2dataset.

Data Collection

We identified relevant images in the dataset by computing their CLIP similarity to a textual description of the target occupation. All descriptions were in the form of "an image of the face of a <occupation>". Consequently, we included all images above an empirically determined threshold.

Probability of faces

The dataset also contains annotations for the probability of a human face being depicted. Scores were calculated using the MTCNN Face Detector of FaceNet. Empirically, scores above ca. 0.97 can be reasonably assumed to include recognizable faces.

Dataset Format

The dataset consists of the following fields:

Field	Explanation
URL	Url of the image.
TEXT	Text caption of the image.
occupation	Identified occupation.
pface	Probability of a face being contained in the image as per FaceNet. will be NaN if the image could not be retrieved.
url_active	Whether or not we were able to retrieve the image from the corresponding URL.
retr_sim	Cosine similarity between CLIP embeddings of image and retrieval prompt.
laion_index	Index of the sample in the original LAION-2B-en.
hash	Usual LAION hash of URL and caption.

Downloads last month: 47

Size of downloaded dataset files:

469 MB

Size of the auto-converted Parquet files:

216 MB

Number of rows:

1,846,873

Data Sourcing report

powered

by Spawning.ai

Some elements in this dataset have been identified as opted-out, or opted-in, by their creator.

Opted-out

Opted-in