Reproduce Data: Compute Incidence

https://ds100.org/course-notes/eda/eda.html#reproducing-data-compute-incidence

For compute this, we can do 2019 example:

tb_census_df["recompute incidence 2019"] = tb_census_df["TB cases 2019"]/tb_census_df["2019"]*100000
tb_census_df.head(5)

 

# recompute incidence for all years
for year in [2019, 2020, 2021]:
    tb_census_df[f"recompute incidence {year}"] = tb_census_df[f"TB cases {year}"]/tb_census_df[f"{year}"]*100000
tb_census_df.head(5)

# useful to explore the hundredths place bits in 2021
tb_census_df.describe()