/G4G-Hiring-Data-Science

Hackathon - GeeksforGeeks Hiring Data Science

Primary LanguageJupyter NotebookMIT LicenseMIT

G4G-Hiring-Data-Science

Docs

Solutions for given problems are listed as ./gfg_proj_1.ipynb and ./gfg_proj_2.ipynb

Given Assignments

Problem 1

Project Name: Swiggy Restaurants Data Analysis

Dataset

Problem Statement

  • How many cities (including subregions) where Swiggy is having its restaurants listed?
  • How many cities (don't include subregions) where Swiggy is having their restaurants listed?
  • The Subregion of Delhi with the maximum number of restaurants listed on Swiggy?
  • Name the top 5 Most Expensive Cities in the Datasets.
  • List out the top 5 Restaurants with Maximum & minimum ratings throughout the dataset.
  • Name of top 5 cities with the highest number of restaurants listed.
  • Top 10 cities as per the number of restaurants listed?
  • Name the top 5 Most Popular Restaurants in Pune.
  • Which SubRegion in Delhi is having the least expensive restaurant in terms of cost?
  • Top 5 most popular restaurant chains in India?
  • Which restaurant in Pune has the most number of people visiting?
  • Top 10 Restaurants with Maximum Ratings in Banglore
  • Top 10 Restaurant in Patna w.r.t rating

Problem 2

Project Name: Geeksforgeeks Data analysis

Scrape the Geeksforgeeks youtube channel videos of the past 6 months' dataset

Tasks & Questions:

  1. Number of videos in the past 6 months from the start date. Must mention the dates in the solution.
  2. Create a pandas data frame with columns name as videos title, views, Length of videos, and videos link
  3. Name the most viewed topics in the past 6 months.
  4. Name the topics with the highest video length.
  5. Make a comparison between the number of views and video length using a Graph.