{"repo":"omidcodes/bigdata-education-nutrition","free":true,"listed":false,"github":"https://github.com/omidcodes/bigdata-education-nutrition","clone":"git clone https://github.com/omidcodes/bigdata-education-nutrition.git","description":"📊 Big Data analysis project exploring the relationship between educational attainment and nutrition quality using Hadoop, Hive, and Zeppelin on a US-wide health dataset.","language":"HiveQL","stars":11,"topics":["bigdata","data-analysis","data-science","data-visualization","hadoop","hdfs","hive","public-health","zeppelin"],"license":"GPL-3.0","category":"analytics","readme_excerpt":"📊 Big Data Analysis of Educational Attainment and Nutritional Quality This project explores the relationship between educational attainment and nutritional quality using large-scale health and education data from the U.S. government. It uses big data tools— Hadoop , Hive , and Zeppelin —to process, query, and visualize insights from over 100,000 records across 13 years. --- --- 🚀 Getting Started To set up and run this project locally, see the full step-by-step guide: 📖 Setup Instructions → 📂 Project Structure --- 📈 Dataset Overview - Source : Data.gov - Nutrition, Physical Activity, and Obesity - Years Covered : 2011–2023 - Records : 104,273 - Features : - Educational Level - Fruit & Vegetable Intake - Obesity Status - Physical Activity - U.S. States & Regions --- 🧱 Technology Stack Tool Purpose ----------- --------------------------------------------- HDFS Distributed data storage Hive SQL-like query processing Zeppelin Data visualization and dashboard creation CSV Tabular data format used for ingestion --- ⚙️ System Architecture Flowchart The project follows a four-stage big data pipeline: 1. Upload .csv to HDFS 2. Create Hive table to mirror dataset schema 3. Run HiveQL queries for analysis 4. Visualize data using Apache Zeppelin Each stage builds on the previous one to ensure scalable storage, analysis, and reporting of large-scale health and education data. --- 🧠 Key Hive Queries 1. 📊 Physical Activity by Education Level Insight : College graduates show the highe","default_branch":null,"files":null,"tree":[],"storefront":"/r/omidcodes","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/omidcodes/bigdata-education-nutrition/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}