Input Directory

Place your source data files here before running the analysis pipeline.

Required Files

`new-propositions.csv`

WordPress posts export with SEO metadata

Columns: ID, post_id, Title, post_title, URL, post_url, SEO Title, Meta Description, etc.

`analytics/ga4_export.csv`

Google Analytics 4 data export

Date range: Last 90 days
Columns: Chemin de la page et classe de l'écran (Page path), Vues (Views), Utilisateurs actifs (Users), Durée d'engagement (Duration), etc.

`analytics/gsc/Pages.csv`

Google Search Console Pages report

Date range: Last 90 days
Columns: Pages les plus populaires (Page), Clics (Clicks), Impressions, CTR, Position

Directory Structure

input/
├── new-propositions.csv          (WordPress posts)
└── analytics/
    ├── ga4_export.csv            (Google Analytics data)
    └── gsc/
        ├── Pages.csv             (GSC pages report)
        ├── Requêtes.csv          (GSC queries report - optional)
        └── [other GSC exports]

How to Export Data

Google Analytics 4

Go to Analytics > Reports > Engagement > Pages and Screens
Set date range to Last 90 days
Click Export > Download CSV
Save as: input/analytics/ga4_export.csv

Google Search Console

Go to Performance
Set date range to Last 90 days
Click Export > Download CSV
Save as: input/analytics/gsc/Pages.csv

WordPress Posts

Use your existing WordPress export or the SEO propositions CSV

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