## ----setup, include=FALSE------------------------------------------------ knitr::opts_chunk$set(echo = TRUE, warning=FALSE, message=FALSE) library(httr) library(dplyr) library(stringr) ## ----getBills, include=FALSE--------------------------------------------- getBills <- function(key,congress,branch,type,numFrom, numTo) { get_url <- paste('https://api.propublica.org/congress/v1/',congress, '/',branch,'/bills/',type,'.json', sep="" ) listofdfs <- list() x=c() first_20 <- GET(get_url, add_headers(`X-API-Key` = key)) ft_pr <- content(first_20, 'parsed') ft_res1 <- ft_pr$results ft_res2 <- ft_res1[[1]] ft_res3 <- ft_res2$bills ft_res4 <- data.frame(do.call(rbind, ft_res3), stringsAsFactors=FALSE) for(i in numFrom:numTo) { if ((i %% 20) ==0) { url <- paste(get_url,'?offset=', i,sep="") r <- GET(url, add_headers(`X-API-Key` = key)) pr <- content(r, 'parsed') t1 <- pr$results t2 <- t1[[1]] t3 <- t2$bills listofdfs[[i]] <- t3 df_name <- paste("df", i, sep="_") assign(df_name,listofdfs[[i]]) df1_name <- paste("df1", i, sep="_") assign(df1_name, data.frame(do.call(rbind, listofdfs[[i]]), stringsAsFactors=FALSE)) x=append(x,df1_name) } } x1 <- do.call(rbind, mget(x)) x2 <- rbind(ft_res4,x1) x3 <- lapply(x2, function(x) ifelse(x=="NULL", NA, x)) x4 <- lapply(x3, function(x) as.character((unlist(x)))) x5 <- as.data.frame(do.call(cbind, x4)) return(x5) } ## ----getInfo, eval=FALSE------------------------------------------------- # # house_enacted_115 <- getBills(apikey,"115","house","enacted",1,20) #