ryanburge

gg <- gss %>% 
  mutate(miracles = frcode(miracles == 4 ~ "Definitely Not", 
                           miracles == 3 ~ "Probably Not", 
                           miracles == 2 ~ "Probably", 
                           miracles == 1 ~ "Definitely")) %>% 
  group_by(year) %>% 
  ct(miracles, wt = wtssall, show_na = FALSE)

ryanburge

over <- gss %>% 
  filter(year == 1982 | year == 1987) %>% 
  filter(reltrad == 1 | reltrad == 2 | reltrad == 3 | reltrad == 4) %>% 
  mutate(att = case_when(attend == 6 | attend == 7 | attend == 8 ~ 1, 
                         attend <= 5 ~ 0)) %>% 
  group_by(year, reltrad) %>% 
  mean_ci(att, wt = oversamp)

## This is the weight for the rest of the sample ####

ryanburge

In the past seven days, how often have you 

A. Felt nervous, anxious, or on edge?
B. Felt depressed?
C. Felt lonely? 
D. Felt hopeful about the future? (Reversed)
E. Had trouble sleeping

1. Less than 1 day

ryanburge

graph <- cces %>% 
  filter(year == 2008 | year == 2012 | year == 2016 | year == 2020 | year == 2022) %>% 
  cces_pid3(pid7) %>% 
  mutate(religpew = religion) %>% 
  mutate(rel = frcode(religpew <= 8 ~ "Religious", 
                      religpew == 9 | religpew == 10 | religpew == 11 ~ "Secular")) %>% 
  group_by(pid3, year) %>% 
  ct(rel, wt = weight, show_na = FALSE) %>% 
  na.omit() %>% 
  filter(pid3 != "Independent")

ryanburge

 ## Packages ##
library(socsci)
library(car)
install.packages("jtools")
library(jtools)
install.packages("interactions")
library(interactions)

REGRESSION TUTORIAL: https://rpubs.com/ryanburge/reg_interact
  

ryanburge

error_bar <- function(wd){
  
  if(missing(wd)){
    
    geom_errorbar(aes(ymin=lower, ymax=upper), width=.2, position=position_dodge(.9)) 
  } else{
    
    geom_errorbar(aes(ymin=lower, ymax=upper), width=wd, position=position_dodge(.9)) 
  }
}

ryanburge

error_bar <- function(wd){
  
  if(missing(wd)){
    
    geom_errorbar(aes(ymin=lower, ymax=upper), width=.2, position=position_dodge(.9)) 
  } else{
    
    geom_errorbar(aes(ymin=lower, ymax=upper), width=wd, position=position_dodge(.9)) 
  }
}

ryanburge

## Read your data in with this line: 
gss <- read_csv("https://raw.githubusercontent.com/ryanburge/ct/master/gss_small.csv", guess_max = 25000)

## Codebook:
https://gssdataexplorer.norc.org/
  

## Maxwell Abillia
1. What percentage of people supported access to a legal abortion in the case of rape in 1994? 
2. How many white women did not finish high school in the 1972 sample? 

ryanburge

# install.packages("remotes")
# library(remotes)
# remotes::install_github("ryanburge/socsci")
# library(socsci) 


gss <- read_csv("https://raw.githubusercontent.com/ryanburge/ct/master/gss_small.csv", guess_max = 25000)

Codebook: https://gssdataexplorer.norc.org/

ryanburge

# install.packages("remotes")
# library(remotes)
# remotes::install_github("ryanburge/socsci")
# library(socsci) 

cces20 <- read_csv("https://www.dropbox.com/s/wuixmc67ae786wp/small_ces2020.csv?dl=1")

Codebook is here: https://www.dropbox.com/s/s01kefaks4u6g1f/small_ces2020%20Codebook.docx?dl=0