This repository is my work on predicting Wages and Recruitement rates in municiaplities and regions Sweden. The report is in Report.pdf

• A Linear Regression model predicts Wages well for Sweden
• Recruitement Rate data seems to be very distorted. No fitted model was accurate.
• Stockholm has higher Recruitement rates than the rest of Sweden

The repository contains the following Files:

• Report.pdf - Contains the report of the work done.
• Readme.md - This file
• Average Wage.csv - The dataset used for the Wage prediction
• Vacancies.csv - The dataset used for the Recruitment rate prediction

• arend.mplstyle A style-sheet for creating plots that look good on papers for matplotlib.pyplot
• Wages_predictor.ipynb A jupyter notebook for the Code for Wage prediction
• Recruitment predictor.ipynb A jupyter notebook containing the Recruitemtn rate pred

• compareQuarters.pdf The Recruitment rate, split by quarter
• Recruitement_Time_comparison.pdf The Recruitment rate over the whole timeseries
• TotalSwedenSalary.pdf Salary development of men, women and total in the whole of Sweden
• Wages_prediction_df_all.pdf The historical data and predictions for future data
• Wages_Regions.pdf The historical wages data for all regions.