NYC_Shooting_Historic
NYPD Shooting Incident Data Report
Data
Shooting incidents in NYC between 2006 - 2021. It can be accessed from https://catalog.data.gov/dataset.
Intent
- Import data, tidy and model
- Find timings when incidents were reported
- Correlation between race of perpetrator and victim
- Areas of NYC where incidents were recorded.
Libraries
Please install these libraries. The RMD doesnt include installation steps.
- library(tidyverse)
- library(dplyr)
- library(ggplot2)
- library(tidyr)
- library(leaflet)
Session Info
## R version 4.2.2 (2022-10-31)
## Platform: x86_64-apple-darwin17.0 (64-bit)
## Running under: macOS Big Sur ... 10.16
##
## Matrix products: default
## BLAS: /Library/Frameworks/R.framework/Versions/4.2/Resources/lib/libRblas.0.dylib
## LAPACK: /Library/Frameworks/R.framework/Versions/4.2/Resources/lib/libRlapack.dylib
##
## locale:
## [1] en_US.UTF-8/en_US.UTF-8/en_US.UTF-8/C/en_US.UTF-8/en_US.UTF-8
##
## attached base packages:
## [1] stats graphics grDevices utils datasets methods base
##
## other attached packages:
## [1] leaflet_2.1.1 forcats_0.5.2 stringr_1.4.1 dplyr_1.0.10
## [5] purrr_0.3.5 readr_2.1.3 tidyr_1.2.1 tibble_3.1.8
## [9] ggplot2_3.4.0 tidyverse_1.3.2
##
## loaded via a namespace (and not attached):
## [1] lubridate_1.9.0 leaflet.providers_1.9.0 assertthat_0.2.1
## [4] digest_0.6.30 utf8_1.2.2 R6_2.5.1
## [7] cellranger_1.1.0 backports_1.4.1 reprex_2.0.2
## [10] evaluate_0.18 highr_0.9 httr_1.4.4
## [13] pillar_1.8.1 rlang_1.0.6 googlesheets4_1.0.1
## [16] readxl_1.4.1 rstudioapi_0.14 jquerylib_0.1.4
## [19] rmarkdown_2.18 labeling_0.4.2 googledrive_2.0.0
## [22] htmlwidgets_1.5.4 bit_4.0.5 munsell_0.5.0
## [25] broom_1.0.1 compiler_4.2.2 modelr_0.1.10
## [28] xfun_0.35 pkgconfig_2.0.3 htmltools_0.5.3
## [31] tidyselect_1.2.0 fansi_1.0.3 crayon_1.5.2
## [34] tzdb_0.3.0 dbplyr_2.2.1 withr_2.5.0
## [37] grid_4.2.2 jsonlite_1.8.3 gtable_0.3.1
## [40] lifecycle_1.0.3 DBI_1.1.3 magrittr_2.0.3
## [43] scales_1.2.1 vroom_1.6.0 cli_3.4.1
## [46] stringi_1.7.8 cachem_1.0.6 farver_2.1.1
## [49] fs_1.5.2 xml2_1.3.3 bslib_0.4.1
## [52] ellipsis_0.3.2 generics_0.1.3 vctrs_0.5.1
## [55] tools_4.2.2 bit64_4.0.5 glue_1.6.2
## [58] hms_1.1.2 crosstalk_1.2.0 parallel_4.2.2
## [61] fastmap_1.1.0 yaml_2.3.6 timechange_0.1.1
## [64] colorspace_2.0-3 gargle_1.2.1 rvest_1.0.3
## [67] knitr_1.41 haven_2.5.1 sass_0.4.4