Will This Customer Churn?
IBM Telco customer churn, 7,043 customers
107 prediction and forecasting walkthroughs on real datasets, grouped into 10 areas. Each one is answered step by step with code you can run, and opens in Colab, Kaggle, Jupyter or your AI assistant.
IBM Telco customer churn, 7,043 customers
A year of daily sales for three stores, built in the notebook
Sales Dataset, 10,738 rows
Wholesale Customers Annual Spending, 440 rows
1000 Cameras Dataset, 1,038 rows
Automobile Specifications and Prices, Fixed Version, 201 rows
Credit Score Classification, 100,000 rows
Multiclass Classification for Corporate Credit Ratings, 5,000 rows
SBA Small Business Loan Outcomes, California, 2,102 rows
HMEQ Loan Default Data, 5,960 rows
Credit Risk Dataset, 32,581 rows
Credit Risk China, 27,522 rows
Polish Companies Bankruptcy, Three-Year Horizon, 10,503 rows
Audit Data Fraudulent Firm Classification, 1,552 rows
Top 100 Cryptocurrency Daily Market Prices 2020, 40,100 rows
FRED civilian unemployment rate (UNRATE), monthly since 1948
Bengaluru Real Estate Prices, 13,320 rows
Munich Rent Index (1999) Apartments, 3,082 rows
Houses, 20,640 rows
US Property Tax Rates 2026 by City, 10,058 rows
Riga Real Estate Listings, 4,219 rows
Dubai Apartment Properties, 1,905 rows
Real Estate Valuation, Sindian District, 414 rows
UCI Heart Disease (Cleveland), 303 patients
French Dental and Lifestyle Records, 224 rows
Diabetic Retinopathy Debrecen, 1,151 rows
Hypothyroid, 3,163 rows
Cardiotocography (CTG) Fetal Health Dataset, 2,126 rows
Breast Cancer Wisconsin Cytology Features (Original), 699 rows
Mammographic Mass, 961 rows
Medicare Inpatient Hospitals by Provider and Service (2019), 188,806 rows
AIP, Cumulative AIP, Type 2 Diabetes and CKD: Complete-Case Analysis, 5,779 rows
Data on COVID-19 (Coronavirus) Country Statistics, 170,646 rows
EEG Eye State, 14,980 rows
Populist Party Support, Medical Trust and COVID-19 Vaccine Uptake in Japan Survey, 31,676 rows
Zoo Animal Types, 101 rows
Yeast Protein Localization, 1,484 rows
Assortative Mating and Genital Divergence in Littoraria, 940 rows
Whooping Crane Stopover Habitat, 30,407 rows
Red Squirrel Acceleration and Behaviour Data, 24,300 rows
Local Neighbourhood and Regional Climate Explain Tree Performance, 7,277 rows
Forest Cover Type Prediction from Cartographic Variables (Covertype), 110,393 rows
Dry Bean Grain Shape Dataset, 13,611 rows
Rice Grain Varieties Cammeo and Osmancik, 3,810 rows
Raisin Grain Classification, 900 rows
Wheat Water Stress Texture Features, 1,188 rows
White Wine Quality, 4,898 rows
Contaminant Detection in Cocoa Hazelnut Spread Jars, 2,400 rows
Tamil Nadu Crop Production, 13,547 rows
Mauna Loa Weekly Atmospheric CO2 Averages, 2,225 rows
El Nino Equatorial Pacific Buoy Readings, 178,080 rows
SoilHydroDB: Global Soil Hydraulic Properties, 155,649 rows
DMI Aarhus Weather Data: Training Matrix, 64,568 rows
Wind 503 Regression, 6,574 rows
Oceanic Biological Pump Barkley Canyon, 5,089 rows
Beijing PM2.5 Air Quality and Weather, 43,824 rows
Los Angeles Ozone Pollution Data (1976), 366 rows
Trusted Urban Land-Cover Training Labels, 46 African Cities: Ouagadougou, 5,013 rows
Satellite Image Attributes, 6,435 rows
Steel Industry Energy Consumption, 35,040 rows
Power Consumption of Tetouan City, 52,416 rows
Solar Radiation Prediction, 32,686 rows
Electrical Grid Stability Simulated Classification, 10,000 rows
Daily Electric Energy in Spain (2003), 365 rows
Electricity Prices from the ICON 2014 Forecasting Challenge, 38,014 rows
Gas Turbine CO and NOx Emissions (2011-2015), 36,733 rows
TUPRAS Boiler Sensor Measurements, 44,643 rows
Appliances Energy Prediction, 19,735 rows
Yacht Hydrodynamics, 308 hull tests, from Welt's research catalogue
Statlog Shuttle, 58,000 rows
AI4I 2020 Predictive Maintenance, 10,000 rows
NASA PHM2008 Dataset 1, 45,918 rows
BMC Training Data: Building Characteristics, 177,640 rows
Ailerons Control Problem, 13,750 rows
Bus Breakdown and Delays in NYC, 2015 to 2017, 147,972 rows
FARS Motor Vehicle Crash Person Records (PMLB), 100,968 rows
Sonar: Mines versus Rocks, 208 rows
Vehicle Shape Features, 846 rows
Gesture Phase Segmentation, 2,000 rows
Waveform 21, 5,000 rows
LED Display Digits (7 Segments), 500 rows
MAGIC Gamma Telescope, 19,020 rows
Higgs Boson Detection Data (Monte Carlo Simulation), 98,050 rows
MiniBooNE Particle Event Measurements, 130,064 rows
AqSolDB Aqueous Solubility Dataset, 9,982 rows
Glass Binarized, 214 rows
Balance Scale, 625 rows
Student Performance Analysis 1, 3,892 rows
Human Memory and Cognition Storytelling Dataset, 6,854 rows
Eye Movements Relevance, 10,936 rows
First-Order Theorem Proving, 2,000 rows
MA-BBOB Algorithm Performance (DiagonalCMA), 1,120 rows
Container Pre-Marshalling Algorithm Runtimes (CPMP 2015), 2,108 rows
Phishing Websites, 11,055 rows
Spambase, 4,601 rows
Code Smells Data Class, 86,467 rows
Hottest Kaggle Datasets, 5,717 rows
Page Blocks, 5,473 rows
Connect-4 Board States, 67,557 rows
League of Legends Diamond Matches: First 15 Minutes, 48,651 rows
Overwatch Competitive Matches (Seven Seasons), 3,266 rows
SkillCraft1 Master Table: StarCraft 2 Player Performance, 3,395 rows
Pokemon Dataset 2020, 1,013 rows
Nintendo 3DS Games, 138 rows
Football Player Position, 3,611 rows
IMDB Movies 1972-2019, 5,834 rows
Anime Dataset from Anime-Planet, 3,767 rows