---
license: cc-by-4.0
task_categories:
- tabular-classification
- tabular-regression
- feature-extraction
language:
- en
tags:
- cars
- electric-vehicles
- ev-database
- machine-learning
- tabular
- automotive
- '2025'
- specs
- transportation
- dataset
pretty_name: Electric Vehicle Specs Dataset 2025
size_categories:
- n<1K
---
# ⚡ Electric Vehicle Specs Dataset 2025

This dataset provides a **comprehensive collection of specifications and performance metrics** for modern electric vehicles (EVs), scraped from [EV-Database.org](https://ev-database.org).

It supports use in:
- 🔍 Data science
- 🧠 Machine learning
- 📈 Market analysis
- ♻️ Sustainability studies
- 🚗 EV adoption research

---

## 📊 Core Attributes

Each row represents a specific EV model with attributes across:

### 🏷 Brand & Classification
- **Brand & Model:** Manufacturer and nameplate
- **Car Body Type:** Hatchback, SUV, sedan, etc.
- **Segment:** Compact, midsize, executive, etc.

### 🔋 Battery & Range
- **Battery Capacity (kWh):** Gross energy capacity
- **Battery Type & Cell Count**
- **Efficiency (Wh/km):** Power usage
- **Range (km):** Estimated full-charge range

### ⚡ Charging Specs
- **Fast Charging Power (kW)**
- **Port Type:** CCS, CHAdeMO, etc.

### 🚀 Performance
- **Top Speed (km/h)**
- **0–100 km/h Acceleration (s)**
- **Torque (Nm)**

### 🧳 Practical Specs
- **Towing Capacity (kg)**
- **Cargo Volume (L)**
- **Seats**

### 📐 Dimensions
- **Length, Width, Height (mm)**

### ⚙️ Technical Info
- **Drivetrain:** AWD, RWD, FWD
- **Source URL** for reference (scraping origin)

---

## 🧼 Data Quality & Cleaning Notes

- All numeric fields cleaned and converted to proper formats (`int`, `float`)
- Some missing values in technical specs (like towing capacity, battery cell count)

---

## 💡 Use Cases

- EV trend analysis & visualization
- Vehicle comparison dashboards
- Feature engineering for ML models
- Price/power prediction tasks
- Clean energy and EV adoption research

---

## 📄 Source

- Scraped from: [https://ev-database.org](https://ev-database.org)
- Creator: [Urvish Ahir](https://huggingface.co/UrvishAhir1)

---

## 📜 License

Released under **CC BY 4.0** — credit the source when using.

---

## 📊 Also Available on **Kaggle**

[![View on Kaggle](https://img.shields.io/badge/Kaggle-View%20Dataset-blue?logo=kaggle)](https://www.kaggle.com/datasets/urvishahir/electric-vehicle-specifications-dataset-2025)

👍 If you found this dataset useful or interesting, **please consider dropping an upvote on Kaggle** — it really helps! ⚡

👤 My Kaggle Profile: [Urvish Ahir](https://www.kaggle.com/urvishahir)

---

## 🧪 Quick Usage in Python

```python
from datasets import load_dataset

ds = load_dataset("urvishahir/Electric-Vehicle-Specs-Dataset-2025")
df = ds["train"].to_pandas()
df.head()