This project explores job satisfaction trends across Canadian provinces based on gender, using official statistical data from Statistics Canada.
- Source: Statistics Canada Table 45-10-0088-01
- The dataset provides satisfaction ratings (Satisfied, Neutral, Dissatisfied) for both men and women across all provinces in Canada.
The original dataset was downloaded from StatsCan and cleaned in Excel:
- Removed missing or invalid values
- Standardized column names
- Converted numeric values to proper percentages
- Saved as
Cleaned_Job_Satisfaction_Data.csvfor analysis in R
The analysis was done in R and includes:
- Summary statistics (mean, standard deviation)
- Histograms for gender-based satisfaction
- Pie chart for overall satisfaction breakdown
- Bar plots showing satisfaction/dissatisfaction by province
- Stacked gender comparison bar chart
- Dot charts for gender-wise dissatisfaction
All analysis can be found in job_satisfaction_analysis.R.
readrdplyrggplot2(optional enhancement)- Base R for plotting
Open the R script in RStudio or any R environment and run it after loading the dataset. Make sure all required packages are installed:
install.packages(c("readr", "dplyr", "ggplot2"))