HMI 7530 Data Analytics via R

Resources

• Syllabus (PDF)
• Reference Manual for R (PDF)
• R for SAS and SPSS Users (PDF)

• Week Of
  Topic
  Assignment DUE
  Supporting Code/Data
• May 30, 2019
  • Course Overview and Review of Concepts
  • DMM: IMPORTING AND EXPORTING
  • DMM: Creating, Adding and Dropping Variables
   HANDSON1

   CODE 1: Importing and Exporting

  CODE 2: Creating, Adding and Dropping

  YOUTHRISK

  FALLSURVEY

  WIDGEONE

   

• June 6, 2019
  • DMM: Subsetting and Formatting
  • DMM: MERGING and RECODING
  • DMM: SQL in R
  • Review (HW SET ONE)
    HW1DATA1
    HW1DATA2

  HANDSON2

  HANDSON3

   

  CODE 3: Subsetting and Formatting

  CODE 4: Merging and Recoding

  CODE 5: SQL

  CODE FOR HANDSON 1

  PRICEDATA

  HMI2

  HMI3

• June 13, 2019
  • ANALYSIS FLO
  • STAT: Descriptive Statistics
  • STAT: Confidence Intervals
  • STAT: Bivariate Testing

  HANDSON4

  CODE FOR HW1

  CODE FOR HANDSON2

  CODE FOR HANDSON 3

  CODE 7: BIVARIATE TESTING

   OTHER

  FALL

  SPRING

  SPRING2

  PSU2

  PSU3

  RITALIN

  WIDGEONE

  NURSING

• June 20, 2019
  • R CHEAT SHEET FOR VIZ
    R CHEAT SHEET FOR BASIC STUFF
  • STAT: ChiSq
  • STAT: ANOVA
  • Review (HW SET TWO)
   

  CODE FOR HANDSON 4

  CODE 6: Basic Statistics and Visualizations

  CODE 8: ANOVA

  CODE 9: Chi Square

  UCDAVIS1

  CITIBIKE1

  CITIBIKE2

  CITIBIKE3

   

• June 27, 2019
  • TWITTER OVERVIEW
  • STAT: Correlation
  • STAT: Multiple Regression
  • STAT: Logistic Regression
  • Review (HW SET THREE)
   

  CODE FOR TWITTER

  CODE FOR HW2

  CODE10: CORRELATION AND REGRESSION

  CODE 11: MULTIPLE REGRESSION

  CODE 12: LOGISTIC REGRESSION

  USED CARS

  PERU2

  PERU3 

  OUTBREAK

•  

  July 4, 2019
   No Class

   

   
• July 11, 2019
  • Lab Week For Final Project
    
    

   

  CODE FOR HW3

  Sentiment Analysis

  TWITTER CODE

   

   

• July 18, 2019
  • FINAL PROJECTS DUE