Skip to content

Smit781/job-satisfaction-analysis

Repository files navigation

Job Satisfaction Analysis (Canada)

This project explores job satisfaction trends across Canadian provinces based on gender, using official statistical data from Statistics Canada.

📊 Data Source

🧹 Data Cleaning

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.csv for analysis in R

📈 Analysis & Visualization

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.

📦 R Libraries Used

  • readr
  • dplyr
  • ggplot2 (optional enhancement)
  • Base R for plotting

▶️ How to Run

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"))

About

Job satisfaction analysis using Canadian government statistics. Based on data from Statistics Canada.

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

 
 
 

Contributors

Languages