Mathew K Analytics

Free datasets for practice

91 free datasets used in the video lessons — sales, finance, marketing, health, social media and more. Preview the columns, download the file and practise with the matching notebook.

CSV

superstore_sales.csv

9,994 rows × 9 columns · 715.5 KB

Used in 15 lessons · Data analytics zero to hero

CSV

mtcars.csv

32 rows × 12 columns · 1.7 KB

Used in 11 lessons · Data analytics zero to hero

CSV

online_retail_clean.csv

391,150 rows × 9 columns · 36.2 MB

Used in 9 lessons · Real-World Data Analytics

CSV

mushroom_predictions.csv

1,625 rows × 24 columns · 78.3 KB

Used in 5 lessons · Data analytics zero to hero

TXT

a.txt

TXT · 14 B

Used in 4 lessons · Python standard library deep dive

CSV

aapl_clean.csv

506 rows × 11 columns · 58.9 KB

Used in 4 lessons · Real-World Data Analytics

CSV

aapl_tsla_merged.csv

338 rows × 7 columns · 17.9 KB

Used in 3 lessons · Real-World Data Analytics

CSV

breast_cancer.csv

569 rows × 31 columns · 118.5 KB

Used in 3 lessons · ML algorithms deep dive

CSV

mall_customers_clustered.csv

200 rows × 6 columns · 4.3 KB

Used in 3 lessons · Data analytics zero to hero

CSV

online_retail_sample.csv

1,500 rows × 8 columns · 132.5 KB

Used in 3 lessons · Data analytics zero to hero

CSV

social_posts_raw.csv

944 rows × 3 columns · 87.9 KB

Used in 3 lessons · Real-World Data Analytics

CSV

aapl_ohlcv.csv

251 rows × 7 columns · 24.3 KB

Used in 2 lessons · Data analytics zero to hero

CSV

customers_sample.csv

1,200 rows × 5 columns · 101.0 KB

Used in 2 lessons · Data analytics zero to hero

CSV

eth_price_onchain.csv

158 rows × 7 columns · 13.0 KB

Used in 2 lessons · Real-World Data Analytics

CSV

iris.csv

150 rows × 5 columns · 3.8 KB

Used in 2 lessons · Data analytics zero to hero

CSV

multi_stock_2007.csv

1,098 rows × 5 columns · 55.7 KB

Used in 2 lessons · Real-World Data Analytics

CSV

online_retail.csv

541,909 rows × 8 columns · 45.5 MB

Used in 2 lessons · Real-World Data Analytics

CSV

orders_sample.csv

1,200 rows × 8 columns · 205.5 KB

Used in 2 lessons · Data analytics zero to hero

CSV

payments_sample.csv

1,245 rows × 5 columns · 66.1 KB

Used in 2 lessons · Data analytics zero to hero

TXT

report_copy.txt

TXT · 19 B

Used in 2 lessons · Python standard library deep dive

TXT

sample.txt

TXT · 95 B

Used in 2 lessons · Python for Data Science

CSV

sp500_fundamentals.csv

337 rows × 14 columns · 62.7 KB

Used in 2 lessons · Real-World Data Analytics

CSV

superstore_full.csv

9,994 rows × 14 columns · 1.2 MB

Used in 2 lessons · Data analytics zero to hero

CSV

tips.csv

244 rows × 7 columns · 7.9 KB

Used in 2 lessons · Full-Length Courses

CSV

wine.csv

178 rows × 14 columns · 12.0 KB

Used in 2 lessons · ML algorithms deep dive

CSV

aapl_finance_charts.csv

506 rows × 11 columns · 58.3 KB

Used in 1 lesson · Real-World Data Analytics

CSV

ab_test_cookie_cats_raw.csv

2,256 rows × 5 columns · 63.2 KB

Used in 1 lesson · Real-World Data Analytics

CSV

at_risk_high_value_detractors.csv

0 rows × 4 columns · 43 B

Used in 1 lesson · Market Research Analytics in Python

TXT

best_stock_report.txt

TXT · 131 B

Used in 1 lesson · Finance and Stock Market Analytics

CSV

c.csv

0 rows × 1 columns · 1 B

Used in 1 lesson · Python standard library deep dive

TXT

c.txt

TXT · 14 B

Used in 1 lesson · Python standard library deep dive

CSV

categorized_feedback.csv

12 rows × 8 columns · 912 B

Used in 1 lesson · Market Research Analytics in Python

CSV

category_translation.csv

71 rows × 2 columns · 2.5 KB

Used in 1 lesson · Data analytics zero to hero

ZIP

cb_2018_us_state_500k.zip

ZIP · 3.2 MB

Used in 1 lesson · Data visualisation in python

XLSX

chart.xlsx

4 rows × 1 columns · 6.8 KB

Used in 1 lesson · Python Libraries

CSV

cleaned_ohlcv.csv

1,255 rows × 8 columns · 148.2 KB

Used in 1 lesson · Finance and Stock Market Analytics

XLSX

column_width.xlsx

0 rows × 1 columns · 5.2 KB

Used in 1 lesson · Python Libraries

XLSX

conditional.xlsx

10 rows × 1 columns · 5.1 KB

Used in 1 lesson · Python Libraries

CSV

daily_inventory_positions.csv

149 rows × 2 columns · 2.4 KB

Used in 1 lesson · Supply Chain Operations Analytics

XLSX

demo.xlsx

0 rows × 1 columns · 5.2 KB

Used in 1 lesson · Python Libraries

CSV

demo_main_report.csv

3 rows × 2 columns · 125 B

Used in 1 lesson · Python standard library deep dive

JSON

demo_main_report.json

1 rows × 3 columns · 339 B

Used in 1 lesson · Python standard library deep dive

CSV

demo_report.csv

2 rows × 2 columns · 87 B

Used in 1 lesson · Python standard library deep dive

JSON

demo_report.json

1 rows × 3 columns · 299 B

Used in 1 lesson · Python standard library deep dive

CSV

Device_Lookup.csv

100 rows × 5 columns · 4.2 KB

Used in 1 lesson · Real-World Data Analytics

CSV

diabetes.csv

442 rows × 11 columns · 92.9 KB

Used in 1 lesson · ML algorithms deep dive

CSV

digits.csv

1,797 rows × 65 columns · 483.8 KB

Used in 1 lesson · ML algorithms deep dive

CSV

email_marketing_benchmarks_2026.csv

45 rows × 5 columns · 1.7 KB

Used in 1 lesson · Real-World Data Analytics

TXT

engagement_report.txt

TXT · 205 B

Used in 1 lesson · Social Media Content Analytics

CSV

eod_closure_sample.csv

198 rows × 3 columns · 6.7 KB

Used in 1 lesson · Python for Banking and Finance

CSV

exam_scores.csv

6 rows × 3 columns · 114 B

Used in 1 lesson · Python library centre

XLS

example.xls

XLS · 25.0 KB

Used in 1 lesson · Python Libraries

PARQUET

filtered.parquet

PARQUET · 1.1 KB

Used in 1 lesson · Python library centre

XLSX

formatted.xlsx

1 rows × 1 columns · 5.2 KB

Used in 1 lesson · Python Libraries

XLSX

formula.xlsx

2 rows × 1 columns · 4.9 KB

Used in 1 lesson · Python Libraries

CSV

Geo_Lookup.csv

100 rows × 5 columns · 3.4 KB

Used in 1 lesson · Real-World Data Analytics

CSV

high_performance_trades.csv

0 rows × 6 columns · 51 B

Used in 1 lesson · Finance and Stock Market Analytics

XLSX

image.xlsx

0 rows × 1 columns · 1.4 MB

Used in 1 lesson · Python Libraries

XLSX

inventory.xlsx

40 rows × 4 columns · 5.7 KB

Used in 1 lesson · Python for Data Analysts

CSV

inventory_parameters.csv

1 rows × 8 columns · 176 B

Used in 1 lesson · Supply Chain Operations Analytics

CSV

mtcars_efficiency_summary.csv

2 rows × 5 columns · 116 B

Used in 1 lesson · Full-Length Courses

XLSX

multiple_sheets.xlsx

0 rows × 1 columns · 5.6 KB

Used in 1 lesson · Python Libraries

XLSX

multiplication_table.xlsx

10 rows × 11 columns · 5.4 KB

Used in 1 lesson · Python Libraries

PARQUET

my_table.parquet

PARQUET · 736 B

Used in 1 lesson · Python library centre

CSV

mydata.csv

3 rows × 2 columns · 28 B

Used in 1 lesson · Python For Time Series

XLSX

numbers.xlsx

2 rows × 1 columns · 5.2 KB

Used in 1 lesson · Python Libraries

CSV

order_items_sample.csv

1,365 rows × 7 columns · 176.5 KB

Used in 1 lesson · Data analytics zero to hero

CSV

products.csv

20 rows × 4 columns · 682 B

Used in 1 lesson · Python for Data Analysts

CSV

products_sample.csv

1,105 rows × 9 columns · 91.4 KB

Used in 1 lesson · Data analytics zero to hero

XLSX

quarterly_report.xlsx

18 rows × 4 columns · 5.8 KB

Used in 1 lesson · Python for Data Analysts

XLSX

readonly.xlsx

0 rows × 1 columns · 5.2 KB

Used in 1 lesson · Python Libraries

JSON

report.json

JSON · 70 B

Used in 1 lesson · Python standard library deep dive

CSV

reviews_sample.csv

1,195 rows × 7 columns · 164.1 KB

Used in 1 lesson · Data analytics zero to hero

XLSX

row_and_col.xlsx

1 rows × 3 columns · 5.2 KB

Used in 1 lesson · Python Libraries

CSV

sales.csv

252 rows × 7 columns · 8.5 KB

Used in 1 lesson · Python for Data Analysts

XLSX

sales_report.xlsx

16 rows × 3 columns · 7.6 KB

Used in 1 lesson · Python for Data Analysts

CSV

sample_data.csv

3 rows × 4 columns · 73 B

Used in 1 lesson · Python library centre

XLSX

scores.xlsx

3 rows × 2 columns · 5.2 KB

Used in 1 lesson · Python Libraries

XLSX

shampoo_sales_example.xlsx

36 rows × 2 columns · 5.9 KB

Used in 1 lesson · Python For Time Series

DB

shop.db

DB · 12.0 KB

Used in 1 lesson · Python for Data Analysts

CSV

sku_inventory_position.csv

374 rows × 2 columns · 6.4 KB

Used in 1 lesson · Supply Chain Operations Analytics

CSV

smart_ohlcv.csv

10 rows × 7 columns · 1004 B

Used in 1 lesson · Finance and Stock Market Analytics

CSV

social_media_posts.csv

500 rows × 8 columns · 28.4 KB

Used in 1 lesson · Social Media Content Analytics

CSV

Source_Lookup.csv

100 rows × 4 columns · 3.1 KB

Used in 1 lesson · Real-World Data Analytics

CSV

telco_churn_raw.csv

486 rows × 21 columns · 64.8 KB

Used in 1 lesson · Real-World Data Analytics

CSV

tesla_stock_price.csv

757 rows × 6 columns · 53.3 KB

Used in 1 lesson · Real-World Data Analytics

CSV

tsla_clean.csv

756 rows × 6 columns · 35.2 KB

Used in 1 lesson · Real-World Data Analytics

CSV

update_demo.csv

15 rows × 7 columns · 1.4 KB

Used in 1 lesson · Finance and Stock Market Analytics

CSV

violations_report.csv

132 rows × 12 columns · 11.8 KB

Used in 1 lesson · Python for Banking and Finance

CSV

Website_Traffic_Data.csv

731 rows × 7 columns · 20.6 KB

Used in 1 lesson · Real-World Data Analytics

XLSX

write_row_col.xlsx

3 rows × 4 columns · 5.2 KB

Used in 1 lesson · Python Libraries