This repository analyzes satellite imagery to track the impact of the war on Gaza, using Sentinel Hub and Planet.com APIs for image retrieval and visualization.

🔴 URGENT: Live documentation of the ongoing genocide in Gaza. Auto-updated stats every hour. Children, women, and civilians are being killed. This is not history — it's happening now. #Gaza #Genocide #LiveData

The repository contains data on the conflict between Israel and Hamas, which began on October 7, 2023. The data contains complete information about the bombing of Israel, civilian and military deaths.

A website providing detailed resources and information for the Palestine Community

Reddit Comments Analysis

Extensively worked on data cleaning and data wrangling to analyze the number of deaths between years 2000-2023 with the help of pie charts, bar charts, word cloud and heat maps. Used time series analysis to check if the events of death follow stationarity and forecasted the trends.

research regarding the German memory on the Nakba/founding of the State of Israel with topic models

The flagship final build, Hyperborea Proof of Concept (PoC).

🇬✡️🌐️ The official source repository for the website for the Google Israel project.

Visualises the human toll of October 7 and a year of war in Gaza and Lebanon.

BERT model used to analyze public sentiment about the Israel-Palestine war

This project analyzes Reddit user sentiment on the Israel-Palestine conflict after Donald Trump took office (January 20, 2025). Using daily Reddit comments, I classified user stances (Palestine, Israel, Neutral) and performed sentiment analysis with custom keyword dictionaries and machine learning models.

Scraping Reddit for insights/sentiments on the Israel-Palestine conflifct

🌍 Build an innovative web presence for Google Israel, showcasing localized content and features to enhance user engagement and accessibility.