Interactive Media Intelligence Dashboard

1. Upload Your CSV File

Please upload a CSV file with the following columns: Date, Platform, Sentiment, Location, Engagements, Media Type.

2. Data Cleaning (Automated)

The application automatically performs the following data cleaning steps upon upload:

• Converts the 'Date' column to a proper datetime format for accurate time-series analysis.
• Fills any missing 'Engagements' values with '0' to ensure numerical integrity.
• Normalizes column names to a consistent format (e.g., 'Date' becomes 'date') for easier processing.