Nothing
## ----setup, include=FALSE-----------------------------------------------------
knitr::opts_chunk$set(echo = TRUE, fig.width = 6)
## ----gen_data-----------------------------------------------------------------
library(marketr)
library(dplyr)
library(magrittr)
library(ggplot2)
needs <- sample(2:5, 1000, replace = T)
ease <- sample(2:5, 1000, replace = T)
emotion <- sample(2:5, 1000, replace = T)
nps_question <- sample(3:10, 1000, replace = T)
grps <- c("a", "b", "c")
months <- sample(1:12, 1000, replace = T)
survey_data <- tibble::as_tibble(cbind(needs, ease, emotion, nps_question, grps, months)) %>%
mutate(month = as.numeric(months))
head(survey_data)
## ----cxi----------------------------------------------------------------------
# Overall CXi
cxi_calc(survey_data) %>% knitr::kable()
## CXi by group
cxi_calc(survey_data, grps, cx_high = 4, cx_low = 2) %>% knitr::kable()
# Overall CXi trend
cxi_trend(survey_data, month) %>% knitr::kable()
# Overall CXi trend by group - plotted
cxi_trend(survey_data, month, grps, cx_high = 4, cx_low = 2, min_surveys = 1, avg_surveys = 0) %>%
ggplot(aes(x = month, y = cxi)) +
geom_line() +
facet_wrap(grps ~ ., nrow = 3)
## ----NPS----------------------------------------------------------------------
# Overall NPS
nps_calc(survey_data) %>% knitr::kable()
## NPS by group
nps_calc(survey_data, grps) %>% knitr::kable()
# Overall NPS trend
nps_trend(survey_data, month) %>% knitr::kable()
# Overall NPS trend by group - plotted
nps_trend(survey_data, month, grps, min_surveys = 1, avg_surveys = 0) %>%
ggplot(aes(x = month, y = nps)) +
geom_line() +
facet_wrap(grps ~ ., nrow = 3)
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