High-frequency (1-minute) market data for BTC, SOL, and viral 2025 memecoins
Dataset Description
Dataset Overview
📉 The December 2025 Market Peak
This dataset provides high-precision, 1-minute interval price data for the most significant assets of the late 2025 cryptocurrency market. It captures the volatility of the "Christmas Bull Run," specifically focusing on the divergence between institutional "Blue Chips" (Bitcoin, Solana, XRP) and the viral "Memecoin Supercycle" (Pepe, Bonk, Dogwifhat).
Unlike standard daily datasets, this granular minute-by-minute view allows data scientists to analyze micro-volatility, liquidity flows, and rapid price action during peak trading hours.
Key Assets Included:
- Layer 1 Giants: Bitcoin (
BTC), Ethereum (ETH), Solana (SOL), XRP (XRP), Near Protocol (NEAR). - Viral Memecoins: Dogecoin (
DOGE), Pepe (PEPE), Bonk (BONK), Shiba Inu (SHIB), Dogwifhat (WIF). - AI Sector: Render (
RENDER).
Data Science Applications
This dataset is optimized for financial modeling and time-series forecasting tasks:
- High-Frequency Algorithmic Trading: Train LSTM or GRU models to predict price movements on a minute-by-minute basis.
- Volatility Clustering: Analyze periods of extreme variance (heteroskedasticity) using GARCH models.
- "Memecoin Supercycle" Analysis: Quantify the correlation between Bitcoin's stability and Memecoin explosions.
- Arbitrage Detection: Identify price inefficiencies between correlated assets (e.g., SOL vs. BONK).
- Liquidity Visualization: Map trading volume spikes during key December 2025 news events.
Column Descriptors
The dataset follows a clean "Long Format" structure (No NaN gaps):
| Column Name | Data Type | Description |
|---|---|---|
timestamp |
DateTime | UTC timestamp of the 1-minute candle (YYYY-MM-DD HH:MM:SS). |
asset |
String | The common name of the cryptocurrency (e.g., "Bitcoin", "Pepe"). |
symbol |
String | The specific trading pair ticker (e.g., "BTC-USD", "PEPE24478-USD"). |
open |
Float | The price at the start of the minute candle. |
high |
Float | The highest price reached during that minute. |
low |
Float | The lowest price reached during that minute. |
close |
Float | The price at the end of the minute candle. |
volume |
Float | The total value traded during that minute (in USD). |
Ethically Obtained Data
- Source: Data is retrieved via the public Yahoo Finance API (
yfinance). - Compliance: This dataset contains only public market data (OHLCV). It contains no personal user data, private transaction histories, or proprietary wallet information.
- Usage: Intended for educational, research, and analytical purposes.
Acknowledgements
Data provided by Yahoo Finance.
Image Dall-E3.
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