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Electric Vehicle User Feedback India
Product Reviews & Feedback
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About
Provides Electric Vehicle (EV) user reviews for both two-wheeler and four-wheeler segments within the Indian market. The data was collected by scraping content from popular Indian automotive review platforms, including carDekho, carwale, and bikewale. It offers valuable insights into consumer sentiment, specific ratings across various vehicle attributes (like performance, reliability, and maintenance cost), and details regarding vehicle usage and duration of ownership. This dataset is useful for evaluating user satisfaction and identifying key challenges in EV adoption across India.
Columns
- review: The full textual review provided by the user.
- Used it for: Describes the primary purpose for which the user utilised the EV (e.g., Daily Commute, Everything).
- Owned for: Indicates the duration the user has owned the vehicle, categorised into ranges (e.g., < 3 months, > 1 yr).
- Ridden for: Details the distance the EV was ridden before the review was submitted, categorised into ranges (e.g., < 5000 kms).
- rating: The overall rating assigned by the user for the vehicle.
- Visual Appeal: The user’s rating specifically focused on the vehicle's aesthetic look.
- Reliability: The user’s rating concerning the trustworthiness and consistency of the vehicle.
- Performance: The user’s rating on the vehicle’s operational capacity and speed.
- Service Experience: The user’s rating of their experience with vehicle servicing and maintenance.
- Extra Features: The user’s rating on additional, non-core vehicle features.
- Comfort: The user’s rating regarding the overall comfort level of the EV.
- Maintenance cost: The user’s rating evaluating the cost associated with maintaining the vehicle.
- Value for Money: The user’s rating assessing the vehicle’s worth compared to its price.
- Model Name: The specific Electric Vehicle model being reviewed (e.g., Hero Electric Flash, Okinawa Praise).
Distribution
The data is typically structured in a flat file format, such as CSV. One file example is
2-wheeler-EV-bikewale.csv, which has a size of 447.98 kB. The structure consists of 14 distinct columns. Many core fields contain 844 valid records, although some specific rating categories have a higher percentage of missing values, notably 'Performance' and 'Extra Features'.Usage
- Market trend analysis and competitive benchmarking for EV models in India.
- Identifying correlations between ownership duration/distance ridden and user satisfaction scores.
- Natural Language Processing (NLP) tasks on the 'review' column to extract sentiment and thematic issues.
- Guiding product development by highlighting areas of low satisfaction (e.g., Service Experience, Reliability).
Coverage
The geographic scope is focused entirely on India. The content covers user reviews pertaining to both two-wheel and four-wheel Electric Vehicles. The data reflects user feedback scraped from websites popular in India, specifically Bikewale, Carwale, and CarDekho.
License
CC0: Public Domain
Who Can Use It
- Automotive Manufacturers: To gauge public perception of vehicle models and adjust service strategies.
- Data Scientists: For training machine learning models to predict satisfaction based on review text or demographic factors.
- Transportation Consultants: To study market barriers and drivers for EV adoption in metropolitan and urban areas.
- Financial Analysts: To assess the market value and risk associated with EV companies operating in India.
Dataset Name Suggestions
- Indian EV Consumer Opinion Data
- Electric Vehicle User Feedback India
- EV Review Ratings and Sentiment (India)
Attributes
Original Data Source: Electric Vehicle User Feedback India
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