DEV Community

Cover image for 🐚 My Pacific Dataviz Challenge 2024 submission : violence & graphdatascience
adriens
adriens

Posted on β€’ Edited on β€’ Originally published at youtu.be

3

🐚 My Pacific Dataviz Challenge 2024 submission : violence & graphdatascience

❔ 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."

πŸ€— Motivation

What I like the most in this event is both the community around this event and the opportunity to learn more about Storytelling:

Image description

πŸ‘­ My choice : violence

During the kickoff event, I was looking for inspiration... but managed to get it very soon thanks to the following insights:

Image description

Image description

🎯 Why this post ?

I wrote this post to put things altogether :

🀩 What I learnt

While preparing the data, I learnt a lot about :

πŸ‘‰ 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.

βš™οΈ "Behind the scene" Dataprep

🍿 First ever dynamic movie'like creation

πŸ–ΌοΈ Static dataviz

Image description

Image description

Image description

Image description

Image description

Image of Timescale

πŸš€ pgai Vectorizer: SQLAlchemy and LiteLLM Make Vector Search Simple

We built pgai Vectorizer to simplify embedding management for AI applicationsβ€”without needing a separate database or complex infrastructure. Since launch, developers have created over 3,000 vectorizers on Timescale Cloud, with many more self-hosted.

Read full post β†’

Top comments (10)

Collapse
 
adriens profile image
adriens β€’

Collapse
 
adriens profile image
adriens β€’

Collapse
 
adriens profile image
adriens β€’

Collapse
 
adriens profile image
adriens β€’

Collapse
 
adriens profile image
adriens β€’

Image description

Collapse
 
adriens profile image
adriens β€’

Webinar replay :

Collapse
 
adriens profile image
adriens β€’

Collapse
 
adriens profile image
adriens β€’

Collapse
 
adriens profile image
adriens β€’

Collapse
 
m_dasti profile image
M dasti β€’

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

AWS Security LIVE!

Tune in for AWS Security LIVE!

Join AWS Security LIVE! for expert insights and actionable tips to protect your organization and keep security teams prepared.

Learn More