{"id":26252576,"url":"https://github.com/vanshuchaudhary/zomato","last_synced_at":"2026-04-29T06:31:12.438Z","repository":{"id":282098477,"uuid":"947484805","full_name":"vanshuchaudhary/zomato","owner":"vanshuchaudhary","description":"This Jupyter Notebook contains an exploratory data analysis (EDA) of Zomato restaurant data. 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Through data cleaning, visualization, and analysis, we extract valuable insights that help businesses and food lovers understand the restaurant industry better.\n\n📌 Key Features\n✅ Data Cleaning \u0026 Preprocessing – Handling missing values, duplicates, and formatting issues.\n✅ Exploratory Data Analysis (EDA) – Understanding customer behavior and restaurant trends.\n✅ Data Visualization – Beautiful charts using Matplotlib \u0026 Seaborn.\n✅ Price \u0026 Ratings Analysis – Identifying affordable and high-rated restaurants.\n✅ Cuisines \u0026 Locations Trends – Which cuisines are most popular? Where are the best restaurants located?\n\n🛠️ Tech Stack\n🔹 Python 🐍\n🔹 Jupyter Notebook 📒\n🔹 Pandas, NumPy – Data Processing 📊\n🔹 Matplotlib, Seaborn – Data Visualization 🎨\n\n📥 Installation \u0026 Usage\n1️⃣ Clone the repository : git clone https://github.com/yourusername/zomato-analysis.git\ncd zomato-analysis\n2️⃣ Install dependencies : pip install -r requirements.txt\n3️⃣ Run the Jupyter Notebook: jupyter notebook zomato.ipynb\n🎯 Insights \u0026 Business Value\n✅ Find out which cuisines dominate the market.\n✅ Discover how restaurant pricing affects customer ratings.\n✅ Understand location-based preferences to optimize restaurant placement.\n\n💡 Future Enhancements\n🚀 Add Machine Learning Models for restaurant rating prediction.\n📊 Implement Interactive Dashboards using Power BI/Tableau.\n🌎 Expand the analysis with geo-mapping.\n\n🤝 Contributing\nHave ideas for improvement? Feel free to fork, improve, and submit a PR!\n\n📜 License\nThis project is open-source and available under the MIT License.\n\n💬 Let’s Connect!\n🔗 [www.linkedin.com/in/vanshuchaudhary2004]\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvanshuchaudhary%2Fzomato","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fvanshuchaudhary%2Fzomato","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvanshuchaudhary%2Fzomato/lists"}