This page contains all of the data files, R script files, spreadsheets, and lecture slides used throughout the course. It will be updated at the start of each Unit.

Unit 1 

Data Files

(Listed alphabetically)

AnonymityPoll.csv

BoeingStock.csv

CocaColaStock.csv

CountryCodes.csv

CPSData.csv

GEStock.csv

IBMStock.csv

MetroAreaCodes.csv

mvtWeek1.csv

ProcterGambleStock.csv

USDA.csv

WHO.csv

Script Files

Unit1_IntroductionR.R

Unit1_Recitation.R

Slides

Unit1_AnalyticsEdgeIntro_AllSlides.pdf

Unit1_IntroductionR_AllSlides.pdf

Unit1_Recitation_AllSlides.pdf

Unit1.zip

Unit 2

Data Files

(Listed alphabetically)

baseball.csv

climate_change.csv

elantra.csv

FluTest.csv

FluTrain.csv

NBA_test.csv

NBA_train.csv

pisa2009test.csv

pisa2009train.csv

statedata.csv

wine_test.csv

wine.csv

Script Files

Unit2_WineRegression.R

Unit2_Moneyball.R

Unit2_Recitation.R

Slides

Unit2_WineRegression_AllSlides.pdf

Unit2_Moneyball_AllSlides.pdf

Unit2.zip

Unit 3

Data Files

(Listed alphabetically)

framingham.csv

loans_imputed.csv

loans.csv

parole.csv

PollingData_Imputed.csv

PollingData.csv

quality.csv

songs.csv

Script Files

Unit3_ModelingExpert.R

Unit3_Framingham.R

Unit3_Recitation.R

Slides

Unit3_ModelingExpert_AllSlides.pdf

Unit3_Framingham_AllSlides.pdf

Unit3_Recitation_AllSlides.pdf

Unit3.zip

Unit 4

Data Files

(Listed alphabetically)

boston.csv

census.csv

ClaimsData.csv (note that this is a zip file and needs to be decompressed before loading into R)

gerber.csv

letters_ABPR.csv

statedataSimple.csv

stevens.csv

Script Files

Unit4_SupremeCourt.R

Unit4_D2Hawkeye.R

Unit4_Recitation.R

Slides

Unit4_SupremeCourt_AllSlides.pdf

Unit4_D2Hawkeye_AllSlides.pdf

Unit4_Recitation_AllSlides.pdf

Unit4.zip

Unit 5

Data Files

(Listed alphabetically)

clinical_trial.csv

emails.csv

energy_bids.csv

tweets.csv

wiki.csv

Script Files

Unit5_Twitter.R

Unit5_Recitation.R

Slides

Unit5_Twitter_AllSlides.pdf

Unit5_Watson_AllSlides.pdf

Unit5_Recitation_AllSlides.pdf

Unit5_1.zip

Unit5_2.zip

Unit 6

Data Files

(Listed alphabetically)

AirlinesCluster.csv

dailykos.csv

flower.csv

healthy.csv

StocksCluster.csv

tumor.csv

Script Files

Unit6_Netflix.R

Unit6_Recitation.R

Slides

Unit6_Netflix_AllSlides.pdf

Unit6_HeartAttacks_AllSlides.pdf

Unit6_Recitation_AllSlides.pdf

Unit6.zip

Unit 7

Data Files

(Listed alphabetically)

edges.csv

households.csv

intl.csv

intlall.csv

murders.csv

mvt.csv

PollingImputed.csv

users.csv

Script Files

Unit7_WHO.R

Unit7_Crime.R

Unit7_Recitation.R

Slides

Unit7_WHO_AllSlides.pdf

Unit7_Crime_AllSlides.pdf

Unit7_Recitation_AllSlides.pdf

Unit7.zip

Unit 8

DATA FILES

(Listed alphabetically)

AirlineRM.ods

AirlineRM.xlsx

AirlineRM_Complete.ods

AirlineRM_Complete.xlsx

AirlineRM_Connecting.ods

AirlineRM_Connecting.xlsx

AirlineRM_Connecting_Complete.ods

AirlineRM_Connecting_Complete.xlsx

EvenStarFarm.ods

EvenStarFarm.xlsx

FilatoiRiuniti.ods

FilatoiRiuniti.xlsx

GoogleAdWords_LO.ods

GoogleAdWords_LO.xlsx

GoogleAdWords_LO_Complete.ods

GoogleAdWords_LO_Complete.xlsx

GoogleAdWords_Greedy.ods

GoogleAdWords_Greedy.xlsx

GoogleAdWords_Greedy_Complete.ods

GoogleAdWords_Greedy_Complete.xlsx

GoogleAdWords_LO_Sensitivity.ods

GoogleAdWords_LO_Sensitivity.xlsx

IMRT_SimpleExample.ods

IMRT_SimpleExample.xlsx

IMRT_SimpleExample_Complete.ods

IMRT_SimpleExample_Complete.xlsx

Investment.ods

Investment.xlsx

SLIDES

Unit8_RevenueManagement_AllSlides.pdf

Unit8_RadiationTherapy_AllSlides.pdf

Unit8_Recitation_AllSlides.pdf

Unit8.zip

Unit 9

DATA FILES

(Listed alphabetically)

ClassAssignments.ods

ClassAssignments.xlsx

EvenStarFarmRevisited.ods

EvenStarFarmRevisited.xlsx

Gerrymandering.ods

Gerrymandering.xlsx

ORscheduling.ods

ORscheduling.xlsx

ORscheduling_Complete.ods

ORscheduling_Complete.xlsx

PfizerReps.ods

PfizerReps.xlsx

SelectingHotels.ods

SelectingHotels.xlsx

SportsScheduling.ods

SportsScheduling.xlsx

SportsScheduling_Complete.ods

SportsScheduling_Complete.xlsx

slides

Unit9_SportsScheduling_AllSlides.pdf

Unit9_eHarmony_AllSlides.pdf

Unit9_Recitation_AllSlides.pdf

Unit9.zip