diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..5b6a065 --- /dev/null +++ b/.gitignore @@ -0,0 +1,4 @@ +.Rproj.user +.Rhistory +.RData +.Ruserdata diff --git a/Kahoot Result.Rmd b/Kahoot Result.Rmd new file mode 100644 index 0000000..862a00b --- /dev/null +++ b/Kahoot Result.Rmd @@ -0,0 +1,108 @@ +--- +title: "Kahoot Report" +author: "Scary Scarecrow" +date: "5/4/2022" +output: html_document +--- + +```{r setup, include=FALSE} +knitr::opts_chunk$set(echo = TRUE) + +culture<-data.frame(Answer=c("Definitely","Somewhat","No Way","Not Sure","No Answer"), + Votes=c(0,7,0,0,1)) +training<-data.frame(Answer=c("Definitely","Somewhat","No Way","Not Sure","No Answer"), + Votes=c(0,3,3,2,0)) +mentor<-data.frame(Answer=c("Definitely","Somewhat","No Way","Not Sure","No Answer"), + Votes=c(0,4,1,2,1)) +documentation<-data.frame(Answer=c("Fully","Somewhat","Not Much","Not Clue","No Answer"), + Votes=c(0,3,3,1,0)) +controls<-data.frame(Answer=c("Legislation","Business","Process","Risk","No Answer"), + Votes=c(5,6,3,5,0)) +simulations<-data.frame(Answer=c("Definitely","Somewhat","No Way","Not Sure","No Answer"), + Votes=c(0,1,1,3,2)) +automation<-data.frame(Answer=c("Yes","No"), + Votes=c(7,0)) + +tech_use<-c("AI","AI","excel","BI","Lucy","Recipe predict","Tableau","Cloud") + +tech_challenges<-c("Time","Time","Time","Resistance","Time","People","Knowledge", + "People","People", "Excel", "Speed", "Data Availability", "Self Exp","Frequency") + +strunstr<-data.frame(Answer=c("Definitely","Somewhat","Nope","No Clue","No Answer"), + Votes=c(3,2,2,0,0)) +quality<-data.frame(Answer=c("Definitely","Somewhat","Nope","No Clue","No Answer"), + Votes=c(0,2,4,1,0)) +sources<-data.frame(Answer=c("Definitely","Somewhat","Nope","No Clue","No Answer"), + Votes=c(2,4,1,0,0)) + +library(dplyr) +library(wordcloud) +library(highcharter) +library(tidyr) +``` + +## Technology + +```{r} +tech_use<-as.data.frame(table(tech_use)) + +wordcloud(tech_use$tech_use, tech_use$Freq, min.freq = 1, random.color = T, colors = c("red","green","purple","blue","cyan","magenta","grey2"), scale = c(2,0.5), rot.per = 0, fixed.asp = F) +``` + + + +```{r} +tech_challenges<-as.data.frame(table(tech_challenges)) + +wordcloud(tech_challenges$tech_challenges, tech_challenges$Freq, min.freq = 1, random.color = T, colors = c("red","green","purple","blue","cyan","magenta","grey2"), scale = c(2,0.5), rot.per = 0, fixed.asp = F) +``` + +## People + +```{r} +culture +training +mentor + +culture |> + rename(Culture=Votes) |> + bind_cols(training) |> + select(1,2,4) |> + rename(Answer=Answer...1, Training=Votes) |> + bind_cols(mentor) |> + select(-4) |> + rename(Answer=Answer...1, Mentor=Votes) |> + pivot_longer(!Answer,names_to = "Type",values_to = "values") |> + #pivot_wider(names_from = Answer, values_from = values) + mutate(point=case_when( + Answer=="Definitely" ~ 4, + Answer=="Somewhat" ~ 3, + Answer=="No Way" ~ 2, + Answer=="Not Sure" ~ 1, + Answer=="No Answer" ~ 0, + )) |> + mutate(score=values*point) |> + group_by(Type) |> + summarise(score=sum(score)/sum(values)) |> + mutate(Max=4) |> + mutate(score=round(score*100/Max,2)) |> + ungroup() |> + arrange(score) |> + hchart("column", hcaes(x=Type, y=score), name="People", + tooltip = list(pointFormat = "Avg. Score {point.Type}: {point.score}%"), + dataLabels = list(enabled = TRUE, format= "{point.score}%")) |> + hc_yAxis(title = list(text = "Average Score (%)"), + labels = list(format = "{value}%"), max = 100) |> + hc_title(text = "Score: People") |> + hc_subtitle(text = "Average score from culture promotion and training and mentorship opportunities") |> + hc_credits(enabled = TRUE, + text = "LaNubia Data Science", + href = "https://www.lanubia.com/") |> + hc_tooltip() |> + hc_add_theme(hc_theme_economist()) |> + hc_exporting(enabled = TRUE, # always enabled + filename = "People") +``` + + + diff --git a/Kahoot_Result.Rproj b/Kahoot_Result.Rproj new file mode 100644 index 0000000..8e3c2eb --- /dev/null +++ b/Kahoot_Result.Rproj @@ -0,0 +1,13 @@ +Version: 1.0 + +RestoreWorkspace: Default +SaveWorkspace: Default +AlwaysSaveHistory: Default + +EnableCodeIndexing: Yes +UseSpacesForTab: Yes +NumSpacesForTab: 2 +Encoding: UTF-8 + +RnwWeave: Sweave +LaTeX: pdfLaTeX