Overveiw

The GOV.UK Job Listing Cleaning and Transformation project focuses on the comprehensive cleaning and transformation of job listing data from the GOV.UK website. The goal is to ensure the data is accurate, consistent, and ready for analysis. This project involves removing inconsistencies, handling missing values, and transforming the data into a structured format for further analysis and visualization. The project uses Python and various data manipulation libraries such as pandas and numpy.

Methodology

• Data Collection: Acquired job listing data from the GOV.UK website.
• Data Cleaning: Removed inconsistencies, handled missing values, and filtered out irrelevant information.
• Data Transformation: Transformed the raw data into a structured format suitable for analysis, including normalization and encoding of categorical variables.
• Data Visualization: Used data visualization techniques to identify patterns and trends in the cleaned data.
• Data Storage: Stored the cleaned and transformed data in a structured format for further analysis and reporting.