Create, Standardize, and Collapse Year-List Objects
cs_prep_year()
Prepare Raw Data
cs_load_year()
Create Year List Object
cs_validate()
Validate Year List Object
cs_extract_month()
Extract Month from Year List Object
cs_replace_month()
Extract Month from Year-list Object
cs_standardize()
Standardized Variables
cs_collapse()
Collapse Months in Year List Object into Single Tibble
cs_combine()
Ensure Objects Contain Data Only For a Given Year
Work with Crime Data, including non-SLMPD Data
cs_crime()
Identify Crimes
cs_crime_cat()
Categorize Crime
cs_filter_crime()
Filter Crimes
cs_filter_count()
Remove Negative Counts
Work with Date and Coded Month Data
cs_parse_date()
Separate Date Occur
cs_parse_month()
Separate Coded Month
Wrangle and Project Crimes
cs_replace0()
Replace Coordinates with 0 Value with NA
cs_missingXY()
Identify Missing Coordinates
cs_projectXY()
Project Data
Example Data for Practicing Wrangling and Mapping
january2018
Crimes in St. Louis, January 2018