Jarvis Methodology

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Background Data Methodology
Methodology

We have conducted our Exploratory Data Analysis with the process outlined below:

  • At the page level
    • Growth of page likes by country + geographical map
    • Data visualization of Facebook insights data by geography, date and gender

  • At the post level
    • Word cloud
    • Topic cluster analysis - to verify how well the current categories match the content
    • ANOVA test to test significance of mean likes on posts of the type links vs video

  • At the video level
    • Video duration
    • Video views

Based on the first iteration EDA, we have concluded to focus our further analysis on video data and posts with a focus on video data.