---
title: Data Sets
---

[![jblogo_lp](https://info2.jblearning.com/hs-fs/hubfs/z_Template_Images_LANDINGPAGE/Logos/jblogo_lp.jpg?width=190&height=64&name=jblogo_lp.jpg "jblogo_lp")](https://www.jblearning.com)

## Introduction to Data Mining and Analytics

[Click here to view the Errata](https://d2jw81rkebrcvk.cloudfront.net/assetsnav2/Introduction_to_Data_Mining_and_Analytics_1e_18092_3/DOCS/Jamsa_Errata.pdf)

**Chapter 01**

- [Titanic.csv data set](https://www.jblearning.com/navigate/filelookup.ashx?fileid=bade5f21-e0fa-47e1-b6ed-5793225d17ea)
- [Insurance.csv data set](https://www.jblearning.com/navigate/filelookup.ashx?fileid=f45d066e-b091-4e3f-8142-c4b485c36e6d)
- [TitanicFields.csv data set](https://www.jblearning.com/navigate/filelookup.ashx?fileid=2d72ec21-6655-4023-bf36-c0df4c94e504)
- [Census.csv data set](https://www.jblearning.com/navigate/filelookup.ashx?fileid=b36a1c99-ed30-4da0-9c81-6c3815ebce8d)
- [Ecommerce.csv data set](https://www.jblearning.com/navigate/filelookup.ashx?fileid=7ecd6988-66b4-44d5-bc8b-56cd0fdde620)
- [Seattle.csv data set](https://www.jblearning.com/navigate/filelookup.ashx?fileid=8d71af0f-21c4-47d8-9b45-8e60e14b2c3a)
- [Iris.data.csv data set](https://www.jblearning.com/navigate/filelookup.ashx?fileid=c7f08bd7-fd65-427b-9c6b-20b5adfd8199)
- [DiapersAndBeer.csv data set](https://www.jblearning.com/navigate/filelookup.ashx?fileid=cf31a3e3-990b-4a05-a10b-0d5b3e171e5b)

**Chapter 02**

- [Breast.data.csv data set](https://www.jblearning.com/navigate/filelookup.ashx?fileid=a1344f17-5ff0-4d7d-9885-ad8eb95f9392)
- [DowJones.csv data set](https://www.jblearning.com/navigate/filelookup.ashx?fileid=026829bf-18c1-4e64-9162-b01e5803722d)
- [Adult.csv data set (Census data set)](https://www.jblearning.com/navigate/filelookup.ashx?fileid=12f1c4d0-05f4-4c8b-a24f-262f2c31cd4e)
- [Spam.csv data set](https://www.jblearning.com/navigate/filelookup.ashx?fileid=a4233a78-630f-4266-9973-933947e9d538)
- [Classification tutorial](https://colab.research.google.com/github/tensorflow/docs/blob/master/site/en/tutorials/keras/classification.ipynb)
- [Colab Tutorial](https://colab.research.google.com/notebooks/welcome.ipynb)

**Chapter 04**

- [Sales by Region](https://www.jblearning.com/navigate/filelookup.ashx?fileid=cc8bf45b-248f-4c06-be26-4dc4895c2e2d)
- [Sales by Person](https://www.jblearning.com/navigate/filelookup.ashx?fileid=9ccb965f-466c-4554-9e93-e6c2f44ae937)
- [ChartData.xlsx spreadsheet](https://www.jblearning.com/navigate/filelookup.ashx?fileid=bc9f923a-f8cc-42f0-824a-eb91a246a3a9)

**Chapter 05**

- [Auto-MGP.csv data set](https://www.jblearning.com/navigate/filelookup.ashx?fileid=3dba5808-766a-42a7-b9b8-db6472f9fb00)
- [SalesData.csv spreadsheet](https://www.jblearning.com/navigate/filelookup.ashx?fileid=d2200e17-c5fa-4bd9-895e-7348874fa1d2)
- [GoalSeeking.csv spreadsheet](https://www.jblearning.com/navigate/filelookup.ashx?fileid=af6f8f4b-98fd-4c48-8f04-d2e8dbe54e97)
- [Forecast.csv spreadsheet](https://www.jblearning.com/navigate/filelookup.ashx?fileid=900fdb06-be41-4038-85f9-1be5f2f8dca2)
- [PivotDemo.csv spreadsheet](https://www.jblearning.com/navigate/filelookup.ashx?fileid=0e4c7ec2-551f-477c-8dd0-e37b7212c945)
- [Questions.xlsx spreadsheet](https://www.jblearning.com/navigate/filelookup.ashx?fileid=46514a05-2006-473d-ac17-2681d7f14b40)

**Chapter 06**

- [Employees.csv](https://www.jblearning.com/navigate/filelookup.ashx?fileid=789549ac-3d67-4b29-b98a-9d03e6a310a1)
- [Quality.csv](https://www.jblearning.com/navigate/filelookup.ashx?fileid=2985128a-4692-40f5-a106-9b7084cc6a9a)
- [Chapter 06 Companion Database](https://www.jblearning.com/navigate/filelookup.ashx?fileid=a645dcc9-c414-4d1d-9e80-0e127d24f54d)*Note: You will need to unzip this file after downloading it.*

**Chapter 07**

- [Chapter 07 Companion Database](https://www.jblearning.com/navigate/filelookup.ashx?fileid=498cbfcb-6a76-4aa7-9cc4-34b3d9d53f67)*Note: You will need to unzip this file after downloading it.*
- [Atlas.txt](https://www.jblearning.com/navigate/filelookup.ashx?fileid=103c97fa-3e4d-489b-9f03-6aa9da241569)

**Chapter 08**

- [Seattle.csv data set](https://www.jblearning.com/navigate/filelookup.ashx?fileid=8d71af0f-21c4-47d8-9b45-8e60e14b2c3a)
- [Titanic.csv data set](https://www.jblearning.com/navigate/filelookup.ashx?fileid=bade5f21-e0fa-47e1-b6ed-5793225d17ea)

**Chapter 09**

- [Chapter 09 Companion Database](https://www.jblearning.com/navigate/filelookup.ashx?fileid=80efd433-e1a7-4903-80b6-190b9c017dd8)*Note: You will need to unzip this file after downloading it.*
- [NeedsWrangling.csv](https://www.jblearning.com/navigate/filelookup.ashx?fileid=390d98a9-5e1a-4cc1-89e5-23ad153d1d1a)
- [Messy.xls](https://www.jblearning.com/navigate/filelookup.ashx?fileid=002b344e-fccc-4933-8c9b-da55c83adbc6)

**Chapter 10**

- [HandsOn.xlsx](https://www.jblearning.com/navigate/filelookup.ashx?fileid=4696ed49-ff50-4d8b-a8cb-c958abb6af70)

**Chapter 11**

- [Iris.data.csv data set](https://www.jblearning.com/navigate/filelookup.ashx?fileid=c7f08bd7-fd65-427b-9c6b-20b5adfd8199)
- [Wine.data.csv data set](https://www.jblearning.com/navigate/filelookup.ashx?fileid=d9492de0-da99-4da2-9409-51d4b0652c37)
- [Breast.data.csv data set](https://www.jblearning.com/navigate/filelookup.ashx?fileid=a1344f17-5ff0-4d7d-9885-ad8eb95f9392)

**Chapter 12**

- [Auto-MPG.csv data set](https://www.jblearning.com/navigate/filelookup.ashx?fileid=3dba5808-766a-42a7-b9b8-db6472f9fb00)
- [Apyori.py](https://www.jblearning.com/navigate/filelookup.ashx?fileid=a9591ddc-bb66-4a14-b124-884c9bdc551d)*Note: You will need to unzip this file after downloading it.*
- [Groceries.csv data set](https://www.jblearning.com/navigate/filelookup.ashx?fileid=90143335-1070-450e-b1d7-8d512508fdc8)
- [FPGrowthGroceries.csv data set](https://www.jblearning.com/navigate/filelookup.ashx?fileid=fa530355-d3d8-4458-b53e-ce55adb1c8c7)

**Chapter 14**

- [Images.zip](https://www.jblearning.com/navigate/filelookup.ashx?fileid=cf4fc4cc-329d-49b0-a9ec-b5ef0fd79aad)*Note: You will need to unzip this file after downloading it.*
- [Haarcascade\_frontalface\_default.xml](https://www.jblearning.com/navigate/filelookup.ashx?fileid=67234d78-a4b1-4003-8974-20ecab0e028a)*Note: You will need to unzip this file after downloading it.*

**Chapter 15**

- [Stocks.csv](https://www.jblearning.com/navigate/filelookup.ashx?fileid=31e2a088-676b-48c6-b505-eb601f062d26)
- [Stocks.json](https://www.jblearning.com/navigate/filelookup.ashx?fileid=c72fc7ad-343b-4a95-95ae-f49f497ffabc)*Note: You will need to unzip this file after downloading it.*

<https://www.jblearning.com>

### About Us

- [About Us](http://www.jblearning.com/about/overview/)
- [Brand & Partners](http://www.jblearning.com/brandspartners/brands)
- [Ascend Learning](http://www.ascendlearning.com/)
- [Careers](http://www.ascendlearning.com/careers/)

### Products & Solutions

- [Browse Subjects](http://www.jblearning.com/catalog/alldisciplines/)
- [eLearning](http://www.jblearning.com/elearning/)
- [Custom Solutions](http://www.jblearning.com/custom/overview/)
- [Booksellers](http://www.jblearning.com/booksellers/wholesaler/)

### Support

- [Contact Us](http://www.jblearning.com/about/contact)
- [Privacy Policy](https://auth.jblearning.com/policy.html)
- [Privacy Policy CA](https://auth.jblearning.com/policy.html#privacy_information_ca)
- [Terms of Use](https://auth.jblearning.com/terms.html)
- [Technical Support](http://www.jblearning.com/techsupport)

- <https://www.facebook.com/jonesbartlettlearning>
- <https://twitter.com/JBLearning>
- <https://www.instagram.com/jblearning/>
- <https://www.youtube.com/user/jblearning>

© Jones & Bartlett Learning, LLC — All Rights Reserved

Your Privacy Choices