Post by Alfishan Khan

Learning through real-world data continues to be one of the most rewarding parts of my internship journey. 📊 The next milestone in my Data Science Internship at Cognifyz Technologies was Level 2 – Task 1: Table Booking & Online Delivery Analysis, where I explored how restaurant service features can provide valuable business insights using the Zomato Restaurant Dataset. Through Python-based analysis, I explored: 🔹 The percentage of restaurants offering table booking and online delivery 🔹 How customer ratings differ between restaurants with and without table booking 🔹 The relationship between online delivery availability and different price ranges 🔹 Data visualizations that transform numerical findings into meaningful business insights What stood out during this analysis was how service features, such as table booking and online delivery, can be associated with customer ratings and pricing patterns. It reinforced the importance of looking beyond raw numbers to uncover meaningful business insights. 🎥 The attached demo video provides a walkthrough of the complete implementation, analysis, and visualizations. 🔗 GitHub Repository: https://lnkd.in/g-MeYcez 🌱 This task reinforced how data analytics can uncover meaningful business insights from everyday service patterns. Each new challenge continues to broaden my perspective and deepen my understanding of real-world data analysis. #DataScience #Python #DataAnalytics #BusinessAnalytics #EDA #DataVisualization #Pandas #Matplotlib #Seaborn #Cognifyz #InternshipExperience #CognifyzTechnologies #MachineLearning #ArtificialIntelligence #WomenInTech #ContinuousLearning

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