Code description

final_code/01_make_table.R

• read the water_potability.csv
• Calculate summary statistics for continuous variables and round to 4 digits as the first .rds object in final_output/ folder
• Separate the continuous variables by the binomial variable Postability and produce summary statistics as the second .rds object in final_output/ folder

final_code/02_make_hist.R

• read the water_postability.csv
• Create histograms for each variable and save as the .png object in final_output/ folder

final_code/03_render_report.R

• renders final_project_4.Rmd

final_project_4.Rmd

• reads both .rds tables created by final_code/01_make_table.R
• read the histogram created by final_code/02_make_hist.R
• produce the .html report

How to produce report

final_project_4.Rmd is used to read both tables and the figure from the final_output/ folder. Runs final_code/03_render_report.R to render final_project_4.Rmd.