High-Precision Market Data for Top 500 Cryptocurrencies (2024–2025)
Dataset Description
Dataset Description
The Cryptocurrencies Historical Data dataset is a comprehensive financial archive covering the Top 500 cryptocurrencies by market capitalization. It includes both historical OHLC (Open, High, Low, Close) time-series data and detailed market metadata, enabling deep analysis of the crypto ecosystem.
Spanning from late 2024 through 2025, the dataset has been carefully validated to ensure zero missing values, zero duplicates, and no invalid price entries, making it highly reliable for analytical and machine learning tasks. It supports a wide range of use cases including price prediction, portfolio optimization, market trend analysis, and technical indicator computation.
This dataset is particularly valuable for data scientists, quantitative analysts, and financial researchers working on cryptocurrency markets.
Key Features
- Covers Top 500 cryptocurrencies by market capitalization
- Includes both metadata and historical OHLC time-series data
- Clean dataset with no missing values or duplicates
- Supports time series forecasting and financial modeling
- Enables technical analysis (RSI, MACD, Bollinger Bands)
- Suitable for clustering, portfolio optimization, and trend analysis
About Columns
🔹 top_500_metadata.csv
| Column Name | Description |
|---|---|
| id | Unique identifier for each cryptocurrency (e.g., bitcoin, solana). |
| symbol | Ticker symbol of the cryptocurrency (e.g., BTC, SOL). |
| name | Full name of the cryptocurrency. |
| image | URL to the cryptocurrency’s logo. |
| current_price | Latest trading price in USD. |
| market_cap | Total market capitalization in USD. |
| market_cap_rank | Global ranking based on market capitalization. |
| fully_diluted_valuation | Market cap if the maximum supply were fully in circulation. |
| total_volume | 24-hour trading volume in USD. |
| high_24h | Highest price in the last 24 hours. |
| low_24h | Lowest price in the last 24 hours. |
| price_change_24h | Absolute price change in the last 24 hours. |
| price_change_percentage_24h | Percentage price change in the last 24 hours. |
| circulating_supply | Number of coins currently in circulation. |
| total_supply | Total number of coins created. |
| max_supply | Maximum supply limit of the cryptocurrency. |
| ath | All-Time High price. |
| atl | All-Time Low price. |
| last_updated | Timestamp of the latest data update. |
🔹 crypto_ohlc_checkpoint.csv
| Column Name | Description |
|---|---|
| date | Date of the price record. |
| open | Opening price for the day. |
| high | Highest price during the day. |
| low | Lowest price during the day. |
| close | Closing price for the day. |
| volume | Trading volume for the day. |
| coin_id / symbol (if included) | Identifier for the cryptocurrency. |
Related Datasets
-
Crypto Market Data 2023
@kaggle
-
Fur Banning
@owid
