Providing LinkedIn users a comprehensive insights and visualizations on their network (connections)
this project performs exploratory data analysis on LinkedIn connection data. It loads the data, cleans it, calculates summary statistics, visualizes the data through plots and graphs, and allows the user to filter and analyze subsets of data.
- File upload and data loading
- Data cleaning and preprocessing
- Calculation of summary statistics
- Filtering data by company and position
- Visualizations: bar charts, treemaps, wordclouds, network graph
- Downloading filtered data as CSV
- you will need your LinkedIn Connections CSV file which can be downloaded by following these steps:
- Click the Me icon at the top of your LinkedIn homepage on the desktop browser.
- Select Settings & Privacy from the dropdown.
- Click Data privacy on the left pane.
- Under the How LinkedIn uses your data section, click Get a copy of your data.
- Select Want something in particular? ...
- Select Connections.
- upload the connections.csv file to the Streamlit web app