Dark Mode
India Second-hand Bike Valuation Dataset
Stock & Market Data
Tags and Keywords
Trusted By
"No reviews yet"
Free
About
This dataset provides a detailed collection of approximately 32,000 used bikes available for sale in India. Scraped from www.droom.in, a prominent online marketplace, it offers valuable insights into the Indian used bike market. The dataset includes key features such as bike power, kilometres driven, and the age of the bike. Its primary purpose is to facilitate the modelling of resale valuations and to predict prices for used bikes, proving beneficial for both sellers and buyers in the market.
Columns
- bike_name: The full name or model of the bike.
- price: The resale price of the bike in Indian currency.
- city: The city in India where the bike was listed for sale.
- kms_driven: The total kilometres the bike has been driven.
- owner: Indicates the number of previous owners the bike has had (e.g., First Owner, Second Owner).
- age: The age of the bike in years.
- power: The engine power of the bike, typically in cubic centimetres (CC).
- brand: The manufacturer or brand of the bike.
Distribution
The dataset is provided as a CSV data file, specifically
Used_Bikes.csv, with a size of 2.49 MB. It contains around 32,600 individual records across 8 distinct columns, providing a structured overview of used bike listings.Usage
This dataset is ideally suited for various analytical and predictive applications. It can be used to develop machine learning models for used bike price prediction, understand market trends for different bike models and brands, and analyse factors influencing resale values. It is particularly useful for individuals or businesses involved in buying or selling used motorcycles in India, helping them to make informed decisions.
Coverage
The dataset's geographic scope is focused solely on India, with specific cities like Delhi and Bangalore being prominently represented in the listings. The time range is implicit through the 'age' column, which spans from 1 year up to 63 years, indicating listings for bikes across a wide age spectrum. There are no specific demographic notes, as the data pertains to vehicle listings rather than individual user demographics.
License
CC0: Public Domain
Who Can Use It
This dataset is valuable for a wide range of users, including:
- Data scientists and machine learning engineers: For building predictive models for bike valuation.
- Market researchers: To analyse trends and pricing dynamics in the Indian used bike market.
- Businesses: Such as dealerships or online platforms, for pricing strategies and inventory management.
- Individual buyers and sellers: To gain insights into fair market prices when purchasing or offloading a used bike.
Dataset Name Suggestions
- Indian Used Bike Market Prices
- Droom India Used Motorcycle Data
- India Second-hand Bike Valuation Dataset
- Used Bikes India Price Prediction
- Indian Motorcycle Resale Data
Attributes
Original Data Source: India Second-hand Bike Valuation Dataset
QUALITY