Raw Data
Download the complete datasets used in this analysis.
All Entries
Complete catalog of 318 scraped entries across all editions. Includes engagement metrics, social data, and winner flags.
all_entries.csv
Winners
Detailed metadata for 23 winners including project URLs, social presence, and recap inclusion.
winners.csv
Video Analysis
Upload date analysis for winner videos. Compares video dates against challenge start dates.
video_analysis.csv
Interactive Charts
Four interactive plotly charts: timing histogram, engagement scatter, comparison boxplots, and recap inclusion.
View charts
Data Schema
| Field | Type | Description |
|---|---|---|
| edition | string | Makeathon edition name |
| entry_id | string | Unique entry identifier |
| contra_url | string | Contra community post URL |
| posted_at | datetime | Post timestamp (ISO 8601) |
| day_relative_to_open | int | Day number within submission window |
| days_before_deadline | int | Days remaining before window closed |
| project_title | string | Project name |
| creator_name | string | Creator display name |
| likes | int | Post like count |
| comments | int | Post comment count |
| engagement_score | float | likes + (comments x 2) |
| winner | bool | Whether this entry won |
| winner_category | string | Prize category if won |
| social_platforms_count | int | Number of social platforms cross-posted |
| in_contra_recap | bool | Featured in Contra community recap |
| in_figma_blog | bool | Featured in Figma blog post |