Ready-to-use datasets
In case you don’t have your own dataset ready, you can still get started right away with one of the provided datasets below:
US Census Income dataset
This dataset is taken from the Adult Dataset from UC Irvine’s Machine Learning Repository.
It is an extraction from the 1994 US Census database and contains 48,842 records and 13 columns of data, with a mix of data types.
Click here to download the .csv.gz file.
us-census-income.csv.gz
age workclass fnlwgt education marital-status occupation ... race sex hours-per-week native-country capital income
0 39 State-gov 77516 Bachelors Never-married Adm-clerical ... White Male 40 United-States 2174 <=50K
1 50 Self-emp-not-inc 83311 Bachelors Married-civ-spouse Exec-managerial ... White Male 13 United-States 0 <=50K
2 38 Private 215646 HS-grad Divorced Handlers-cleaners ... White Male 40 United-States 0 <=50K
3 53 Private 234721 11th Married-civ-spouse Handlers-cleaners ... Black Male 40 United-States 0 <=50K
4 28 Private 338409 Bachelors Married-civ-spouse Prof-specialty ... Black Female 40 Cuba 0 <=50K
... ... ... ... ... ... ... ... ... ... ... ... ... ...
48837 39 Private 215419 Bachelors Divorced Prof-specialty ... White Female 36 United-States 0 <=50K
48838 64 ? 321403 HS-grad Widowed ? ... Black Male 40 United-States 0 <=50K
48839 38 Private 374983 Bachelors Married-civ-spouse Prof-specialty ... White Male 50 United-States 0 <=50K
48840 44 Private 83891 Bachelors Divorced Adm-clerical ... Asian-Pac-Islander Male 40 United-States 5455 <=50K
48841 35 Self-emp-inc 182148 Bachelors Married-civ-spouse Exec-managerial ... White Male 60 United-States 0 >50KBaseball dataset
This dataset is taken from the Sean Lahman Baseball Database.
Click here to download the .zip file. It includes the players.csv and seasons.csv files.
players.csv
id country birthDate deathDate nameFirst nameLast weight height bats throws
0 00020a493f3b P.R. 1993-02-10 NaN Jorge Lopez 195.0 75.0 R R
1 000492168bd5 USA 1945-10-12 1970-12-14 Herman Hill 190.0 74.0 L R
2 0007b3925736 USA 1890-12-24 1956-09-12 Tod Sloan 175.0 72.0 L R
3 000f9b5832e6 USA 1886-03-06 1948-05-26 Bill Sweeney 175.0 71.0 R R
4 00148e917757 USA 1959-09-10 NaN Bruce Robbins 190.0 73.0 L L
... ... ... ... ... ... ... ... ... ... ...
18995 fff2e8e0ccff P.R. 1953-04-02 NaN Hector Cruz 170.0 71.0 R R
18996 fff3d8297c46 USA 1917-05-19 1993-06-07 Skippy Roberge 185.0 71.0 R R
18997 fff913eb4437 Panama 1976-06-20 NaN Carlos Lee 270.0 74.0 R R
18998 fffa11996763 Cuba 1965-10-11 NaN Orlando Hernandez 210.0 74.0 R R
18999 fffa80049d40 P.R. 1990-02-18 NaN Joe Colon 180.0 72.0 R Rseasons.csv
players_id year team league G AB R H HR RBI SB CS BB SO
0 00020a493f3b 2015 MIL NL 2 2 0 0 0 0.0 0.0 0.0 0 2.0
1 00020a493f3b 2017 MIL NL 1 0 0 0 0 0.0 0.0 0.0 0 0.0
2 00020a493f3b 2018 MIL NL 10 2 1 1 0 2.0 0.0 0.0 0 1.0
3 00020a493f3b 2018 KCA AL 7 0 0 0 0 0.0 0.0 0.0 0 0.0
4 000492168bd5 1969 MIN AL 16 2 4 0 0 0.0 1.0 2.0 0 1.0
... ... ... ... ... .. .. .. .. .. ... ... ... .. ...
103573 fffa11996763 2005 CHA AL 24 3 0 1 0 0.0 0.0 0.0 0 1.0
103574 fffa11996763 2006 ARI NL 9 11 0 3 0 0.0 0.0 0.0 1 0.0
103575 fffa11996763 2006 NYN NL 20 35 4 5 0 2.0 1.0 0.0 0 10.0
103576 fffa11996763 2007 NYN NL 28 48 1 8 0 3.0 2.0 0.0 0 18.0
103577 fffa80049d40 2016 CLE AL 11 0 0 0 0 0.0 0.0 0.0 0 0.0CDNOW dataset
This dataset contains a CRM table and the entire purchase history up to the end of June 1998 of 23,570 customers who made their first-ever purchase at CDNOW in the first quarter of 1997.
Click here to download the the .csv.gz file.
CDNOW_CRM_table.csv.gz
first_name last_name state gender birthdate
0 Bobby Thompson Oregon M 1972-07-19
1 John Wood New Jersey M 1962-02-08
2 Michael Griffith Minnesota M 1981-03-22
3 Eric Walker Michigan M 1942-10-07
4 Austin Levine New Jersey M 1952-05-23
... ... ... ... ... ...
23565 Luis Braun Florida M 1954-05-09
23566 Nicholas Aguilar Indiana M 1950-10-01
23567 Alison Larson New Jersey F 1954-06-08
23568 Joseph Cook Utah M 1935-06-11
23569 Debbie Zamora Illinois F 1977-06-02Click here to download the .zip file. It includes the customers.csv and purchases.csv tables.
customers.csv
id zone state gender age_category age
0 1 Pacific Oregon M young 26
1 2 Eastern New Jersey M medium 36
2 3 Central Minnesota M young 17
3 4 Eastern Michigan M medium 56
4 5 Eastern New Jersey M medium 46
... ... ... ... ... ... ...
23565 23566 Eastern Florida M medium 44
23566 23567 Eastern Indiana M medium 48
23567 23568 Eastern New Jersey F medium 44
23568 23569 Mountain Utah M old 63
23569 23570 Central Illinois F young 21purchases.csv
users_id date cds amt
0 1 1997-01-01 1 11.77
1 2 1997-01-12 1 12.00
2 2 1997-01-12 5 77.00
3 3 1997-01-02 2 20.76
4 3 1997-03-30 2 20.76
... ... ... ... ...
69654 23568 1997-04-05 4 83.74
69655 23568 1997-04-22 1 14.99
69656 23569 1997-03-25 2 25.74
69657 23570 1997-03-25 3 51.12
69658 23570 1997-03-26 2 42.96Netflix Prize dataset
This sequence dataset is an excerpt from the original Netflix Prize dataset. It contains 500,000+ ratings from 10,000 users.
Click here to download the .zip file.
users.csv
id
0 495
1 840
2 1374
3 1522
4 1619
... ...
9995 2648416
9996 2648568
9997 2648678
9998 2648907
9999 2649207ratings.csv
users_id date movie rating
0 495 2003-10-08 A Mighty Wind 4
1 495 2003-10-24 On the Beach 4
2 495 2003-11-17 Seven Samurai 5
3 495 2003-11-26 Midnight Cowboy 4
4 495 2003-12-04 Yojimbo 5
... ... ... ... ...
501283 2649207 2005-02-08 Napoleon Dynamite 5
501284 2649207 2005-02-08 The Importance of Being Earnest 4
501285 2649207 2005-06-08 Friday Night Lights 2
501286 2649207 2005-06-16 The Hitchhiker's Guide to the Galaxy 1
501287 2649207 2005-08-14 Ray 3