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{
"cells": [
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Requirement already satisfied: ccxt in /home/convedgence/.local/lib/python3.12/site-packages (4.3.85)\n",
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"Collecting matplotlib\n",
" Downloading matplotlib-3.9.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (11 kB)\n",
"Requirement already satisfied: setuptools>=60.9.0 in /usr/local/lib/python3.12/site-packages (from ccxt) (69.1.1)\n",
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"Collecting contourpy>=1.0.1 (from matplotlib)\n",
" Downloading contourpy-1.2.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (5.8 kB)\n",
"Collecting cycler>=0.10 (from matplotlib)\n",
" Downloading cycler-0.12.1-py3-none-any.whl.metadata (3.8 kB)\n",
"Collecting fonttools>=4.22.0 (from matplotlib)\n",
" Downloading fonttools-4.53.1-cp312-cp312-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (162 kB)\n",
"Collecting kiwisolver>=1.3.1 (from matplotlib)\n",
" Downloading kiwisolver-1.4.5-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (6.4 kB)\n",
"Requirement already satisfied: packaging>=20.0 in /home/convedgence/.local/lib/python3.12/site-packages (from matplotlib) (24.1)\n",
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" Downloading pyparsing-3.1.2-py3-none-any.whl.metadata (5.1 kB)\n",
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"Downloading matplotlib-3.9.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (8.3 MB)\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m8.3/8.3 MB\u001b[0m \u001b[31m105.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
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"\u001b[?25hDownloading pyparsing-3.1.2-py3-none-any.whl (103 kB)\n",
"Installing collected packages: pyparsing, pillow, kiwisolver, fonttools, cycler, contourpy, matplotlib\n",
"Successfully installed contourpy-1.2.1 cycler-0.12.1 fonttools-4.53.1 kiwisolver-1.4.5 matplotlib-3.9.2 pillow-10.4.0 pyparsing-3.1.2\n"
]
}
],
"source": [
"!pip install ccxt pandas matplotlib --user"
]
},
{
"cell_type": "code",
"execution_count": 47,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
" Daily Volume (USD)_Bybit Daily Volume (USD)_Binance \\\n",
"2024-02-22 NaN NaN \n",
"2024-02-23 NaN NaN \n",
"2024-02-24 NaN NaN \n",
"2024-02-25 NaN NaN \n",
"2024-02-26 NaN NaN \n",
"... ... ... \n",
"2024-08-15 NaN NaN \n",
"2024-08-16 NaN NaN \n",
"2024-08-17 NaN NaN \n",
"2024-08-18 NaN NaN \n",
"2024-08-19 NaN NaN \n",
"\n",
" Daily Volume (USD) Daily Volume (USD)_OKX \n",
"2024-02-22 1.248963e+09 NaN \n",
"2024-02-23 1.114504e+09 NaN \n",
"2024-02-24 7.454003e+08 NaN \n",
"2024-02-25 1.005575e+09 NaN \n",
"2024-02-26 1.472530e+09 NaN \n",
"... ... ... \n",
"2024-08-15 1.206711e+09 NaN \n",
"2024-08-16 9.998773e+08 NaN \n",
"2024-08-17 3.865785e+08 NaN \n",
"2024-08-18 5.175871e+08 NaN \n",
"2024-08-19 8.531272e+08 NaN \n",
"\n",
"[180 rows x 4 columns]\n"
]
}
],
"source": [
"import ccxt\n",
"import pandas as pd\n",
"from datetime import datetime, timedelta\n",
"\n",
"# Initialize exchanges\n",
"binance = ccxt.binance({\n",
" 'options': {\n",
" 'defaultType': 'future', # Set to 'future' for Binance Futures\n",
" }\n",
"})\n",
"\n",
"hyperliquid = ccxt.hyperliquid()\n",
"\n",
"# Helper function to fetch daily volume since a specific date\n",
"def fetch_daily_volumes_since(exchange, markets, since_timestamp):\n",
" daily_volumes = {}\n",
"\n",
" for market in markets:\n",
" try:\n",
" if (exchange.id == 'binance' and market.endswith('USDT:USDT')) or (exchange.id == 'hyperliquid'):\n",
" # Fetch daily OHLCV data since the specified timestamp\n",
" ohlcv = exchange.fetch_ohlcv(market, timeframe='1d', since=since_timestamp)\n",
" for candle in ohlcv:\n",
" timestamp = candle[0]\n",
" date_str = exchange.iso8601(timestamp).split('T')[0] # Convert to YYYY-MM-DD\n",
" close_price = candle[4]\n",
" volume = candle[5]\n",
" if date_str not in daily_volumes:\n",
" daily_volumes[date_str] = 0\n",
" daily_volumes[date_str] += close_price * volume\n",
" except Exception as e:\n",
" print(f\"Error processing market {market} on {exchange.id}: {e}\")\n",
"\n",
" return daily_volumes\n",
"\n",
"# Calculate the timestamp for 180 days ago\n",
"n_days = 180\n",
"since_date = datetime.now() - timedelta(days=n_days)\n",
"since_timestamp = int(since_date.timestamp() * 1000)\n",
"\n",
"# Fetch all markets for Binance Futures and Hyperliquid\n",
"binance_markets = binance.load_markets()\n",
"hyperliquid_markets = hyperliquid.load_markets()\n",
"\n",
"# Fetch daily volumes since 180 days ago for Binance Futures\n",
"binance_volumes_since = fetch_daily_volumes_since(binance, binance_markets, since_timestamp)\n",
"\n",
"# Fetch daily volumes since 180 days ago for Hyperliquid\n",
"hyperliquid_volumes_since = fetch_daily_volumes_since(hyperliquid, hyperliquid_markets, since_timestamp)\n",
"\n",
"# Convert the results to DataFrames\n",
"binance_df = pd.DataFrame.from_dict(binance_volumes_since, orient='index', columns=['Daily Volume (USD)'])\n",
"hyperliquid_df = pd.DataFrame.from_dict(hyperliquid_volumes_since, orient='index', columns=['Daily Volume (USD)'])\n",
"\n",
"# Merge the DataFrames based on index (dates)\n",
"merged_df = pd.merge(binance_df, hyperliquid_df, left_index=True, right_index=True, how='outer', suffixes=('_Binance', '_Hyperliquid'))\n"
]
},
{
"cell_type": "code",
"execution_count": 46,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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"text/plain": [
"<Figure size 1500x800 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import matplotlib.pyplot as plt\n",
"\n",
"# Calculate the raw ratio between Hyperliquid and Binance volumes\n",
"raw_ratio = (merged_df['Daily Volume (USD)_Hyperliquid'] / merged_df['Daily Volume (USD)_Binance'] * 100)\n",
"\n",
"# Calculate the 15-day rolling mean of the ratio\n",
"rolling_ratio = raw_ratio.rolling(15).mean()\n",
"\n",
"\n",
"# Plot both raw ratio and rolling mean on the same plot\n",
"plt.figure(figsize=(15, 8))\n",
"plt.plot(raw_ratio, label='Daily Volume Ratio (%)')\n",
"plt.plot(rolling_ratio, label='15-Day Rolling Mean', linestyle='--')\n",
"\n",
"# Customize the plot\n",
"plt.ylim(0) # Set the y-axis to start from 0\n",
"plt.title('Daily and 15-Day Rolling Mean of Hyperliquid/Binance Volume Ratio')\n",
"plt.ylabel('Volume Ratio (%)')\n",
"plt.xlabel('Date')\n",
"\n",
"# Reduce the number of x-axis ticks (dates)\n",
"plt.xticks(ticks=plt.xticks()[0][::10], rotation=45) # Show every 10th date\n",
"\n",
"plt.legend()\n",
"plt.grid(True)\n",
"plt.show()\n"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.12.2"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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