Name: Crypto Volatility 2025 Bitcoin & Memecoin Bull Run
Creator: Kaggle
License: https://opendatacommons.org/licenses/by/1-0/index.html

About this Dataset

Crypto Volatility 2025 Bitcoin & Memecoin Bull Run

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.

Tables

Crypto Volatility Dec2025 Final 2025–12–09

@kaggle.kanchana1990_crypto_volatility_2025_bitcoin_and_memeco_0c85ad17.crypto_volatility_dec2025_final_2025_12_09

2.25 MB
65,201 rows
8 columns

CREATE TABLE crypto_volatility_dec2025_final_2025_12_09 (
  "timestamp" TIMESTAMP,
  "open" DOUBLE,
  "high" DOUBLE,
  "low" DOUBLE,
  "close" DOUBLE,
  "volume" DOUBLE,
  "asset" VARCHAR,
  "symbol" VARCHAR
);