Andrew Allen Bruce
Andrew Allen Bruce
Once complete, add the following to the DESCRIPTION file: ```r Remotes: github::andrewallenbruce/fuimus ``` [provider utils.R](https://github.com/andrewallenbruce/provider/blob/main/R/utils.R) - [x] `%nn%` - [x] `%nin%` - [ ] `format_zipcode` - [x] `clean_credentials` (rename `remove_periods`)...
**_Heading_** = Last Updated ### _Nov 2023_ - [x] "Market Saturation & Utilization State-County" - [x] "Market Saturation & Utilization Core-Based Statistical Areas" ### _Oct 2023_ - [ ] "Provider...
### NPI Constructor Function ```r library(provider) construct_npi
### Top Level ```r year = 'Year', npi = 'National Provider Identifier (NPI) is a unique 10-digit identification number issued to health care providers by CMS', npi_type = 'Numeric code...
Code ``` r library(provider) library(tidyverse) library(gt) val group_by(year) |> summarise( hcpcs = mean(tot_hcpcs), benes = mean(tot_benes), srvcs = mean(tot_srvcs), charges = mean(tot_charges), allowed = mean(tot_allowed), payment = mean(tot_payment), hcc =...
1. ### Geocoding | Packages | |:--------| | [tidygeocoder](https://github.com/jessecambon/tidygeocoder) | | [campfin](https://github.com/irworkshop/campfin) | | [tidyverse](https://github.com/tidyverse/tidyverse/) | | [vctrs](https://github.com/r-lib/vctrs/) | | [provider](https://github.com/andrewallenbruce/provider) | ``` r # Retrieve NPIs of all RHCs...
``` r library(provider) library(dplyr) library(igraph) southland filter(pac_org == "1153563770") |> mutate(individual = stringr::str_glue("{first} {last}")) |> select(organization, individual, associations, entry) #> # A tibble: 102 × 4 #> organization individual associations...
Code ``` r library(tictoc) library(provider) library(tidyverse) library(highcharter) tic() rhc # A tibble: 5,168 × 7 #> npi pac enid specialty_code specialty_description state organization #> #> 1 15088613… 0941… O200… 00-17...