Stack Overflow 2016 Developer Survey

library(readr)
library(dplyr)
library(stringi)
library(purrr)
library(scales)
library(tibble)
library(DT)

More info at SO Research

Download & unzip file from: http://stackoverflow.com/research

so <- read_csv("2016 Stack Overflow Survey Results/2016 Stack Overflow Survey Responses.csv")

Which of the following languages or technologies do you WANT to work with this year?

stri_split_regex(so$tech_want, ";") %>%
  map(stri_trim) %>%
  flatten_chr() %>%
  table() %>%
  sort() %>%
  as.data.frame(stringsAsFactors=FALSE) %>%
  as_tibble() %>%
  select(lang_tech=1, n=2) %>%
  arrange(desc(n)) %>%
  mutate(pct=percent(n/nrow(so))) %>%
  datatable(options=list(pageLength=42))

Which of the following languages or technologies have you done extensive development with in the last year

stri_split_regex(so$tech_do, ";") %>%
  map(stri_trim) %>%
  flatten_chr() %>%
  table() %>%
  sort() %>%
  as.data.frame(stringsAsFactors=FALSE) %>%
  as_tibble() %>%
  select(lang_tech=1, n=2) %>%
  arrange(desc(n)) %>%
  mutate(pct=percent(n/nrow(so))) %>%
  datatable(options=list(pageLength=42))