❔ About
Every year, data.gouv.nc and the The Pacific Community organize a challenge:
"... an international competition aimed at encouraging innovation and creativity in data visualization in the Pacific region."
🤗 Motivation
What I like the most in this event is both the community around this event and the opportunity to learn more about Storytelling:
👭 My choice : violence
During the kickoff event, I was looking for inspiration... but managed to get it very soon thanks to the following insights:
🎯 Why this post ?
I wrote this post to put things altogether :
-
💡 How I got inspiration (and put the
DEV.toWomen's empowerment Series' Articles in perspective) -
📜 The whole dataprep workflow and the stack (
duckdb,Neo4Jon Kaggle) - 🐍 The Kaggle Notebook : 🐚 PDC2024 - Domestic Violence & youth impact
- 🎞️ The final output video
- 🖼️ The static dataviz (Gephi & Gephisto)
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🤓 The GitHub repo :
adriens/pdc2024-violences
🤩 What I learnt
While preparing the data, I learnt a lot about :
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Socio-professional categories :
PCS 2020from INSEE.fr - Violence categorization thanks to The Council of Europe Convention
👉 I could enhance the dataset with these to perform meaningful and standardized aggregations.
So I decided to explain this in a dedicated "behind the scene dataprep" where I explain what I learnt, did and the benefits I got out of these news data.
⚙️ "Behind the scene" Dataprep
🍿 First ever dynamic movie'like creation
🖼️ Static dataviz
Top comments (10)
Webinar replay :
In conclusion, my submission for the Pacific DataViz Challenge 2024 on violence and graph data science highlights the powerful role of data visualization in tackling social issues. By leveraging tools like Neo4j and Gephi, I created a comprehensive analysis of domestic violence data. Just as Traffic Rider Mod APK unlocks an enhanced gameplay experience, this project unlocks deeper insights through advanced data science, driving awareness and meaningful impact in addressing violence in the Pacific region. Get more details now