Search Repository of Learning Assets.

Repository of datasets for use in courses, projects, assignment, labs, lessons, or shorts. Any format, including CSV, TSV, XML, JSON, and SQLite databases.

The datasets are for educational purposes only and the data should not be used for any actual application. Many datasets contain synthetic or modified data values.

Data Sets

By Format

Excel

 no tags AmtrakPassengersMonthly T-Competition.xls
no description
#unknown
Source: unknown· Format:
 no tags ApplianceShipments.xls
no description
#unknown
Source: unknown· Format:
 no tags AustralianWines.xls
no description
#unknown
Source: unknown· Format:
 no tags bicup2006.xls
no description
#unknown
Source: unknown· Format:
 no tags BookData (raw).xlsx
no description
#unknown
Source: unknown· Format:
 no tags CanadianWorkHours.xls
no description
#unknown
Source: unknown· Format:
 no tags CerealData.xls
no description
#unknown
Source: unknown· Format:
 no tags CerealData.xlsx
no description
#unknown
Source: unknown· Format:
 no tags Concrete_Data.xls
no description
#unknown
Source: unknown· Format:
 no tags Correlation IQ vs Rock.xlsx
no description
#unknown
Source: unknown· Format:
 no tags Delphi.xlsx
no description
#unknown
Source: unknown· Format:
 no tags DepartmentStoreSales.xls
no description
#unknown
Source: unknown· Format:
 no tags Forecasting Examples.xlsx
no description
#unknown
Source: unknown· Format:
 no tags HomeSalesUFFIData.xlsx
no description
#unknown
Source: unknown· Format:
 no tags IS2000 Project Management Table Examples.xlsx
no description
#unknown
Source: unknown· Format:
 no tags IS2000.CerealData - Data Only.xlsx
no description
#unknown
Source: unknown· Format:
 no tags IS2000.ParetoAnalysis.xlsx
no description
#unknown
Source: unknown· Format:
 no tags KellyCarSalesData.xlsx
no description
#unknown
Source: unknown· Format:
 no tags MDP859.CallCenterData.xlsx
no description
#unknown
Source: unknown· Format:
 no tags MDP859.CerealData - Completed.xlsx
no description
#unknown
Source: unknown· Format:
 no tags MDP859.CerealData - Data Only.xlsx
no description
#unknown
Source: unknown· Format:
 no tags MDP859.DataCenterData.xlsx
no description
#unknown
Source: unknown· Format:
 no tags MDP859.DelphiData.xlsx
no description
#unknown
Source: unknown· Format:
 no tags MDP859.IQvRockData.xlsx
no description
#unknown
Source: unknown· Format:
 no tags MDP859.SalaryData.Solution.xlsx
no description
#unknown
Source: unknown· Format:
 no tags MDP859.SalaryData.xlsx
no description
#unknown
Source: unknown· Format:
 no tags MDP859.SalesData.xlsx
no description
#unknown
Source: unknown· Format:
 no tags MelbourneRainfall.xls
no description
#unknown
Source: unknown· Format:
 no tags Natural Gas Sales.xls
no description
#unknown
Source: unknown· Format:
 no tags Normal Random Numbers.xlsx
no description
#unknown
Source: unknown· Format:
 no tags Pivot Table Exercise Data.xlsx
no description
#unknown
Source: unknown· Format:
 no tags PowderyMildewEpidemic.xls
no description
#unknown
Source: unknown· Format:
 no tags Recitation XI Produce Problem.xlsx
no description
#unknown
Source: unknown· Format:
 no tags Sample Analyses.xlsx
no description
#unknown
Source: unknown· Format:
 no tags sbsummar (time series analysis).xls
no description
#unknown
Source: unknown· Format:
 no tags Sept11Travel.xls
no description
#unknown
Source: unknown· Format:
 no tags ShampooSales.xls
no description
#unknown
Source: unknown· Format:
 no tags ShampooSales3Yrs.xlsx
no description
#unknown
Source: unknown· Format:
 no tags SouvenirSales.xls
no description
#unknown
Source: unknown· Format:
 no tags SP500.xls
no description
#unknown
Source: unknown· Format:
 no tags Statistics Slide Deck Examples.xlsx
no description
#unknown
Source: unknown· Format:
 no tags Testing Normality.xlsx
no description
#unknown
Source: unknown· Format:
 no tags ToysRUsRevenues.xls
no description
#unknown
Source: unknown· Format:
 no tags TunnelTraffic.xls
no description
#unknown
Source: unknown· Format:
 no tags WalMartStock.xls
no description
#unknown
Source: unknown· Format:
 no tags Workshop Data Set - Solution.xlsx
no description
#unknown
Source: unknown· Format:
 no tags Workshop Data Set (Grades).xlsx
no description
#unknown
Source: unknown· Format:

Tabular

 no tags AmtrakPassengersMonthly.csv
no description
#unknown
Source: unknown· Format:
 no tags AssetQualitybySector.csv
no description
#unknown
Source: unknown· Format:
 no tags auto_mileage.csv
no description
#unknown
Source: unknown· Format:
 no tags Auto_mpg.csv
no description
#unknown
Source: unknown· Format:
 no tags bank-term-deposit-marketing-full.csv
no description
#unknown
Source: unknown· Format:
 no tags BikeSharingDaily.csv
no description
#unknown
Source: unknown· Format:
 no tags BirdStrikesData-V2.csv
no description
#unknown
Source: unknown· Format:
 no tags BirdStrikesData-V3.csv
no description
#unknown
Source: unknown· Format:
 no tags BirdStrikesData-V4-SuF24.csv
no description
#unknown
Source: unknown· Format:
 no tags bitcoin_price.csv
no description
#unknown
Source: unknown· Format:
 no tags CarDataSet.csv
no description
#unknown
Source: unknown· Format:
 no tags CerealData.csv
no description
#unknown
Source: unknown· Format:
 no tags CerealDataCSV.csv
no description
#unknown
Source: unknown· Format:
 no tags CerealDataOnly.csv
no description
#unknown
Source: unknown· Format:
 no tags concrete.csv
no description
#unknown
Source: unknown· Format:
 no tags ConcreteStrengthData.csv
no description
#unknown
Source: unknown· Format:
 no tags cpu-data.csv
no description
#unknown
Source: unknown· Format:
 no tags credit.csv
no description
#unknown
Source: unknown· Format:
 no tags customers.csv
no description
#unknown
Source: unknown· Format:
 no tags customertxndata.csv
no description
#unknown
Source: unknown· Format:
 no tags DA5030.Glass.data with missing values.csv
no description
#unknown
Source: unknown· Format:
 no tags DA5030.Glass.data.csv
no description
#unknown
Source: unknown· Format:
 no tags DA5030.SpamMsgDataset-2.csv
no description
#unknown
Source: unknown· Format:
 no tags DA5030.SpamMsgDataset.csv
no description
#unknown
Source: unknown· Format:
 no tags daily-minimum-temperatures-in-me.csv
no description
#unknown
Source: unknown· Format:
 no tags diabetes_data.csv
no description
#unknown
Source: unknown· Format:
 no tags DiabetesDatasetWithMissingValues.csv
no description
#unknown
Source: unknown· Format:
 no tags facebook.tsv
no description
#unknown
Source: unknown· Format:
 no tags flights.csv
no description
#unknown
Source: unknown· Format:
 no tags FlightsWithAirlines.csv
no description
#unknown
Source: unknown· Format:
 no tags FranchiseSales.csv
no description
#unknown
Source: unknown· Format:
 no tags GaltonsHeightData.csv
no description
#unknown
Source: unknown· Format:
 no tags german_credit_data_dataset.csv
no description
#unknown
Source: unknown· Format:
 no tags groceries.csv
no description
#unknown
Source: unknown· Format:
 no tags HomeSalesUFFIData.csv
no description
#unknown
Source: unknown· Format:
 no tags HouseVotes-1984-ButOne.csv
no description
#unknown
Source: unknown· Format:
 no tags hypertension_data.csv
no description
#unknown
Source: unknown· Format:
 no tags kc_house_data.csv
no description
#unknown
Source: unknown· Format:
 no tags kuiper data set desc.txt
no description
#unknown
Source: unknown· Format:
 no tags letterdata.csv
no description
#unknown
Source: unknown· Format:
 no tags LifeExpectancyData.csv
no description
#unknown
Source: unknown· Format:
 no tags manufacturing_defect_dataset.csv
no description
#unknown
Source: unknown· Format:
 no tags ML_Book_ch3_foods.csv
no description
#unknown
Source: unknown· Format:
 no tags mushrooms.csv
no description
#unknown
Source: unknown· Format:
 no tags name.basics.sample.tsv
no description
#unknown
Source: unknown· Format:
 no tags ObergMortalityData.csv
no description
#unknown
Source: unknown· Format:
 no tags OccupancyRatesTimeSeries.csv
no description
#unknown
Source: unknown· Format:
 no tags parkinsons_disease_data.csv
no description
#unknown
Source: unknown· Format:
 no tags parkinsons-diagnostic-data.csv
no description
#unknown
Source: unknown· Format:
 no tags parkinsons-diagnostic-validation-100.csv
no description
#unknown
Source: unknown· Format:
 no tags parkinsons-diagnostic-validation-with-labels-100.csv
no description
#unknown
Source: unknown· Format:
 no tags parkinsons-disease-data.csv
no description
#unknown
Source: unknown· Format:
 no tags pharmaSalesTxn-B.csv
no description
#unknown
Source: unknown· Format:
 no tags property-sales.csv
no description
#unknown
Source: unknown· Format:
 no tags Prostate_Cancer.csv
no description
#unknown
Source: unknown· Format:
 no tags restaurant-visits-139874.csv
no description
#unknown
Source: unknown· Format:
 no tags salaries.csv
no description
#unknown
Source: unknown· Format:
 no tags sales-of-shampoo-over-a-three-ye.csv
no description
#unknown
Source: unknown· Format:
 no tags ShampooSales3Yrs.csv
no description
#unknown
Source: unknown· Format:
 no tags SimpleA-B.csv
no description
#unknown
Source: unknown· Format:
 no tags sms_spam.csv
no description
#unknown
Source: unknown· Format:
 no tags snsdata.csv
no description
#unknown
Source: unknown· Format:
 no tags SouvenirSales.csv
no description
#unknown
Source: unknown· Format:
 no tags spammsg.csv
no description
#unknown
Source: unknown· Format:
 no tags student-mat.csv
no description
#unknown
Source: unknown· Format:
 no tags student-por.csv
no description
#unknown
Source: unknown· Format:
 no tags StudentCanvasLogin.csv
no description
#unknown
Source: unknown· Format:
 no tags surveys.csv
no description
#unknown
Source: unknown· Format:
 no tags synth-data-validation-500.csv
no description
#unknown
Source: unknown· Format:
 no tags synth-data.csv
no description
#unknown
Source: unknown· Format:
 no tags synthetic-regression-data.csv
no description
#unknown
Source: unknown· Format:
 no tags synthsalestxns-Jan2Mar.csv
no description
#unknown
Source: unknown· Format:
 no tags synthsalestxns-Nov2Dec.csv
no description
#unknown
Source: unknown· Format:
 no tags synthsalestxns-Sep2Oct.csv
no description
#unknown
Source: unknown· Format:
 no tags title.basics.sample.tsv
no description
#unknown
Source: unknown· Format:
 no tags title.principals.sample.tsv
no description
#unknown
Source: unknown· Format:
 no tags title.ratings.sample.tsv
no description
#unknown
Source: unknown· Format:
 no tags transfusion.csv
no description
#unknown
Source: unknown· Format:
 no tags Tumblr.csv
no description
#unknown
Source: unknown· Format:
 no tags used_car_sales_ebay.csv
no description
#unknown
Source: unknown· Format:
 no tags usedcars.csv
no description
#unknown
Source: unknown· Format:
 no tags USValuevsVulnerabilityDS.csv
no description
#unknown
Source: unknown· Format:
 no tags WaterUsage-02-22-to-11-24.csv
no description
#unknown
Source: unknown· Format:
 no tags WaterUsage-2023-2024.csv
no description
#unknown
Source: unknown· Format:
 no tags waterusage.csv
no description
#unknown
Source: unknown· Format:
 no tags weaving.csv
no description
#unknown
Source: unknown· Format:
 no tags web-traffic-data.csv
no description
#unknown
Source: unknown· Format:
 no tags whitewines.csv
no description
#unknown
Source: unknown· Format:
 no tags wholesale-customers-data.csv
no description
#unknown
Source: unknown· Format:
 no tags wine-data.csv
no description
#unknown
Source: unknown· Format:
 no tags wisc_bc_data.csv
no description
#unknown
Source: unknown· Format:
 no tags World-Population.csv
no description
#unknown
Source: unknown· Format:
 no tags yellow_tripdata_2020-06 (1).csv
no description
#unknown
Source: unknown· Format:
 no tags yellow_tripdata_2020-06.csv
no description
#unknown
Source: unknown· Format:

SQLite

 no tags AssetDB.db
no description
#unknown
Source: unknown· Format:
 no tags courseDB.db
no description
#unknown
Source: unknown· Format:
 no tags MediaDB.db
no description
#unknown
Source: unknown· Format:
 no tags northwind.db
no description
#unknown
Source: unknown· Format:
 no tags OrdersDB.sqlitedb.db
no description
#unknown
Source: unknown· Format:
 no tags orgdb.db
no description
#unknown
Source: unknown· Format:
 no tags projectdb.sqlitedb
no description
#unknown
Source: unknown· Format:
 no tags sakila.db
no description
#unknown
Source: unknown· Format:
 no tags sandboxDB.db
no description
#unknown
Source: unknown· Format:

XML

 no tags Assets.xml
no description
#unknown
Source: unknown· Format:
 no tags Books-v3.xml
no description
#unknown
Source: unknown· Format:
 no tags Books-v4.xml
no description
#unknown
Source: unknown· Format:
 no tags Books.xml
no description
#unknown
Source: unknown· Format:
 no tags catalog.xml
no description
#unknown
Source: unknown· Format:
 no tags catalogLocal.xml
no description
#unknown
Source: unknown· Format:
 no tags cdcatalog.xml
no description
#unknown
Source: unknown· Format:
 no tags CDCatalog2.xml
no description
#unknown
Source: unknown· Format:
 no tags CerealDataXML.xml
no description
#unknown
Source: unknown· Format:
 no tags CustomersAndOrders.xml
no description
#unknown
Source: unknown· Format:
 no tags decision-tree-1.xml
no description
#unknown
Source: unknown· Format:
 no tags decision-tree-2.xml
no description
#unknown
Source: unknown· Format:
 no tags donutXMLwithDTD.xml
no description
#unknown
Source: unknown· Format:
 no tags EmployeesXMLwithDTD.xml
no description
#unknown
Source: unknown· Format:
 no tags frames.xml
no description
#unknown
Source: unknown· Format:
 no tags grocerylist.xml
no description
#unknown
Source: unknown· Format:
 no tags HockeyPlayers.xml
no description
#unknown
Source: unknown· Format:
 no tags inventory.xml
no description
#unknown
Source: unknown· Format:
 no tags IS2000.Books.A11.xml
no description
#unknown
Source: unknown· Format:
 no tags IS2000.Books.xml
no description
#unknown
Source: unknown· Format:
 no tags is2000.books2.xml
no description
#unknown
Source: unknown· Format:
 no tags is2000.Books6.xml
no description
#unknown
Source: unknown· Format:
 no tags is2000.Books7.xml
no description
#unknown
Source: unknown· Format:
 no tags IS2000.Portfolio.xml
no description
#unknown
Source: unknown· Format:
 no tags IS2000.Stocks.RevB.xml
no description
#unknown
Source: unknown· Format:
 no tags IS2000.Stocks.RevC.xml
no description
#unknown
Source: unknown· Format:
 no tags IS2000.Stocks.RevD.xml
no description
#unknown
Source: unknown· Format:
 no tags IS2000.Stocks.RevE-broken.xml
no description
#unknown
Source: unknown· Format:
 no tags IS2000.Stocks.RevE-simple.xml
no description
#unknown
Source: unknown· Format:
 no tags IS2000.Stocks.RevE.xml
no description
#unknown
Source: unknown· Format:
 no tags IS2000.Stocks.RevF.xml
no description
#unknown
Source: unknown· Format:
 no tags IS2000.stocks.xml
no description
#unknown
Source: unknown· Format:
 no tags items.xml
no description
#unknown
Source: unknown· Format:
 no tags LearningAssets-v2.xml
no description
#unknown
Source: unknown· Format:
 no tags LearningAssets-v3.xml
no description
#unknown
Source: unknown· Format:
 no tags LearningAssets.xml
no description
#unknown
Source: unknown· Format:
 no tags microloans.xml
no description
#unknown
Source: unknown· Format:
 no tags nutrition.xml
no description
#unknown
Source: unknown· Format:
 no tags pharmaReps-C.xml
no description
#unknown
Source: unknown· Format:
 no tags pharmaReps.xml
no description
#unknown
Source: unknown· Format:
 no tags pharmaSalesTxn-20-A.xml
no description
#unknown
Source: unknown· Format:
 no tags pharmaSalesTxn-20-B.xml
no description
#unknown
Source: unknown· Format:
 no tags pharmaSalesTxn-20-C.xml
no description
#unknown
Source: unknown· Format:
 no tags pharmaSalesTxn-3k-C.xml
no description
#unknown
Source: unknown· Format:
 no tags pharmaSalesTxn-4k-A.xml
no description
#unknown
Source: unknown· Format:
 no tags pharmaSalesTxn-4k-B.xml
no description
#unknown
Source: unknown· Format:
 no tags plantcatalog.xml
no description
#unknown
Source: unknown· Format:
 no tags plants.xml
no description
#unknown
Source: unknown· Format:
 no tags po-v3.xml
no description
#unknown
Source: unknown· Format:
 no tags po-v4.xml
no description
#unknown
Source: unknown· Format:
 no tags po.xml
no description
#unknown
Source: unknown· Format:
 no tags PODataXML.xml
no description
#unknown
Source: unknown· Format:
 no tags pubmed_sample.xml
no description
#unknown
Source: unknown· Format:
 no tags purchaseorders.xml
no description
#unknown
Source: unknown· Format:
 no tags recipes.xml
no description
#unknown
Source: unknown· Format:
 no tags recipesWithXSLTRef.xml
no description
#unknown
Source: unknown· Format:
 no tags restaurantSalesTxns.xml
no description
#unknown
Source: unknown· Format:
 no tags Sample-employee-XML-file.xml
no description
#unknown
Source: unknown· Format:
 no tags Sample-XML-Files.xml
no description
#unknown
Source: unknown· Format:
 no tags Sample-XML-With-Multiple-Records.xml
no description
#unknown
Source: unknown· Format:
 no tags Simple-XML-file-for-student-details.xml
no description
#unknown
Source: unknown· Format:
 no tags SynthData2L-10.xml
no description
#unknown
Source: unknown· Format:
 no tags TeamRosters.xml
no description
#unknown
Source: unknown· Format:
 no tags treedata.xml
no description
#unknown
Source: unknown· Format:
 no tags treedata3L.xml
no description
#unknown
Source: unknown· Format:
 no tags UMLinXML.xml
no description
#unknown
Source: unknown· Format:
 no tags wineries.xml
no description
#unknown
Source: unknown· Format:
 no tags wineriesOUT.xml
no description
#unknown
Source: unknown· Format:

Compressed

 no tags BirdStrikesData-V2.zip
no description
#unknown
Source: unknown· Format:
 no tags CerealData.zip
no description
#unknown
Source: unknown· Format:
 no tags Crimes-2001toPresent.csv.zip
no description
#unknown
Source: unknown· Format:
 no tags housesalesprediction.zip
no description
#unknown
Source: unknown· Format:
 no tags il_tickets_04603b0a.zip
no description
#unknown
Source: unknown· Format:
 no tags telco-customer-churn.zip
no description
#unknown
Source: unknown· Format:
 no tags used_car_sales.csv.zip
no description
#unknown
Source: unknown· Format:

By Name

 no tags AmtrakPassengersMonthly T-Competition.xls
no description
#unknown
Source: unknown· Format:
 no tags AmtrakPassengersMonthly.csv
no description
#unknown
Source: unknown· Format:
 no tags ApplianceShipments.xls
no description
#unknown
Source: unknown· Format:
 no tags AssetDB.db
no description
#unknown
Source: unknown· Format:
 no tags AssetQualitybySector.csv
no description
#unknown
Source: unknown· Format:
 no tags Assets.xml
no description
#unknown
Source: unknown· Format:
 no tags AustralianWines.xls
no description
#unknown
Source: unknown· Format:
 no tags auto_mileage.csv
no description
#unknown
Source: unknown· Format:
 no tags Auto_mpg.csv
no description
#unknown
Source: unknown· Format:
 no tags bank-term-deposit-marketing-full.csv
no description
#unknown
Source: unknown· Format:
 no tags bicup2006.xls
no description
#unknown
Source: unknown· Format:
 no tags BikeSharingDaily.csv
no description
#unknown
Source: unknown· Format:
 no tags BirdStrikesData-V2.csv
no description
#unknown
Source: unknown· Format:
 no tags BirdStrikesData-V2.zip
no description
#unknown
Source: unknown· Format:
 no tags BirdStrikesData-V3.csv
no description
#unknown
Source: unknown· Format:
 no tags BirdStrikesData-V4-SuF24.csv
no description
#unknown
Source: unknown· Format:
 no tags bitcoin_price.csv
no description
#unknown
Source: unknown· Format:
 no tags BookData (raw).xlsx
no description
#unknown
Source: unknown· Format:
 no tags Books-v3.xml
no description
#unknown
Source: unknown· Format:
 no tags Books-v4.xml
no description
#unknown
Source: unknown· Format:
 no tags Books.xml
no description
#unknown
Source: unknown· Format:
 no tags CanadianWorkHours.xls
no description
#unknown
Source: unknown· Format:
 no tags CarDataSet.csv
no description
#unknown
Source: unknown· Format:
 no tags catalog.xml
no description
#unknown
Source: unknown· Format:
 no tags catalogLocal.xml
no description
#unknown
Source: unknown· Format:
 no tags cdcatalog.xml
no description
#unknown
Source: unknown· Format:
 no tags CDCatalog2.xml
no description
#unknown
Source: unknown· Format:
 no tags CerealData.csv
no description
#unknown
Source: unknown· Format:
 no tags CerealData.xls
no description
#unknown
Source: unknown· Format:
 no tags CerealData.xlsx
no description
#unknown
Source: unknown· Format:
 no tags CerealData.zip
no description
#unknown
Source: unknown· Format:
 no tags CerealDataCSV.csv
no description
#unknown
Source: unknown· Format:
 no tags CerealDataOnly.csv
no description
#unknown
Source: unknown· Format:
 no tags CerealDataXML.xml
no description
#unknown
Source: unknown· Format:
 no tags Concrete_Data.xls
no description
#unknown
Source: unknown· Format:
 no tags concrete.csv
no description
#unknown
Source: unknown· Format:
 no tags ConcreteStrengthData.csv
no description
#unknown
Source: unknown· Format:
 no tags Correlation IQ vs Rock.xlsx
no description
#unknown
Source: unknown· Format:
 no tags courseDB.db
no description
#unknown
Source: unknown· Format:
 no tags cpu-data.csv
no description
#unknown
Source: unknown· Format:
 no tags credit.csv
no description
#unknown
Source: unknown· Format:
 no tags Crimes-2001toPresent.csv.zip
no description
#unknown
Source: unknown· Format:
 no tags customers.csv
no description
#unknown
Source: unknown· Format:
 no tags CustomersAndOrders.xml
no description
#unknown
Source: unknown· Format:
 no tags customertxndata.csv
no description
#unknown
Source: unknown· Format:
 no tags DA5030.Glass.data with missing values.csv
no description
#unknown
Source: unknown· Format:
 no tags DA5030.Glass.data.csv
no description
#unknown
Source: unknown· Format:
 no tags DA5030.SpamMsgDataset-2.csv
no description
#unknown
Source: unknown· Format:
 no tags DA5030.SpamMsgDataset.csv
no description
#unknown
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