3. Organization that enables data enthusiasts
to do social good
In order to make Israel a better place to live.
What is Data For Good ?
4. Season #1 Projects
- Detect Hate Speech
- Fraudulent Rental Contract
- Volunteering Map
- Food Waste Reduction
- Tel-Aviv Top Crime Map
5. Detect Hate Speech
Goal: Identify racism, harassment and
homophobic speech on Twitter in
Hebrew and English.
Product: A bot/app that can report it
to twitter and to play like a moderator
for the social media.
Tech: Twitter API, NLP, Machine
Learning & Deep Learning
6. Fraudulent Rental Contract
Goal: Identity ‘potential scam’ on a
rental contract
Product: By scanning your rental
contract, you would be able to
detect the potential scams.
Tech: NLP, Computer Vision,
Web/Mobile Development
7. Volunteering Map
Goal: Map all the volunteering initiatives in Tel-aviv and in English. Everything in
one place.
Product: Website with a Tel-Aviv map with the volunteering initiatives by different
filters.
Tech: Web Scraping, Social Media Scraping, Web Dev
9. Food Waste Reduction
Goal: Connect high potential events
with food wasting
events/restaurants/supermarket and
make the bridge with the food
distributions centers around.
Product: <Your idea here>
Tech: Web Scraping, Mapping
10. Tel-Aviv Top Crime Map
Goal: Open data on crimes in Tel-Aviv
Product: Database with Tel-aviv top crimes.
Tech: Web Scraping, Open Data, Data Mining, Data Cleaning