Peer review for municipal_civil

[yunzhaol]

• Lack of scripts to separate the processes.
• No simulations.
• No tests are shown.
• R is cited.

race = prop.wide(analysis_df, var1 = "birthplace_recode_foreign") %>% mutate_at(vars(n_total:russian), funs(ifelse(is.na(.), 0, .)))

• No descriptions for your codes.
• No LLM statements, which should be add as soon as possible.
• The data section does not provide enough data characteristics and attributes to make it difficult to understand the composition of the dataset.
• No sketches are shown.
• Overall, it is well structured, good job.