Historic rates and 20 SMA.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Requirement already satisfied: cbpro in c:\\users\\igorr\\anaconda3\\lib\\site-packages (1.1.4)\n",
      "Requirement already satisfied: requests==2.13.0 in c:\\users\\igorr\\anaconda3\\lib\\site-packages (from cbpro) (2.13.0)\n",
      "Requirement already satisfied: six==1.10.0 in c:\\users\\igorr\\anaconda3\\lib\\site-packages (from cbpro) (1.10.0)\n",
      "Requirement already satisfied: websocket-client==0.40.0 in c:\\users\\igorr\\anaconda3\\lib\\site-packages (from cbpro) (0.40.0)\n",
      "Requirement already satisfied: pymongo==3.5.1 in c:\\users\\igorr\\anaconda3\\lib\\site-packages (from cbpro) (3.5.1)\n",
      "Requirement already satisfied: sortedcontainers>=1.5.9 in c:\\users\\igorr\\anaconda3\\lib\\site-packages (from cbpro) (2.2.2)\n",
      "Note: you may need to restart the kernel to use updated packages.\n"
     ]
    }
   ],
   "source": [
    "pip install cbpro"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import cbpro\n",
    "public_client = cbpro.PublicClient()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'id': 'REP-USD',\n",
       "  'base_currency': 'REP',\n",
       "  'quote_currency': 'USD',\n",
       "  'base_min_size': '0.10000000',\n",
       "  'base_max_size': '5000.00000000',\n",
       "  'quote_increment': '0.01000000',\n",
       "  'base_increment': '0.00000100',\n",
       "  'display_name': 'REP/USD',\n",
       "  'min_market_funds': '10',\n",
       "  'max_market_funds': '30000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'WBTC-USD',\n",
       "  'base_currency': 'WBTC',\n",
       "  'quote_currency': 'USD',\n",
       "  'base_min_size': '0.00010000',\n",
       "  'base_max_size': '10.00000000',\n",
       "  'quote_increment': '0.01000000',\n",
       "  'base_increment': '0.00000001',\n",
       "  'display_name': 'WBTC/USD',\n",
       "  'min_market_funds': '1.0',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': True,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'BAL-BTC',\n",
       "  'base_currency': 'BAL',\n",
       "  'quote_currency': 'BTC',\n",
       "  'base_min_size': '0.10000000',\n",
       "  'base_max_size': '6700.00000000',\n",
       "  'quote_increment': '0.00000001',\n",
       "  'base_increment': '0.01000000',\n",
       "  'display_name': 'BAL/BTC',\n",
       "  'min_market_funds': '0.0001',\n",
       "  'max_market_funds': '10',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'BAND-EUR',\n",
       "  'base_currency': 'BAND',\n",
       "  'quote_currency': 'EUR',\n",
       "  'base_min_size': '0.10000000',\n",
       "  'base_max_size': '18000.00000000',\n",
       "  'quote_increment': '0.00010000',\n",
       "  'base_increment': '0.01000000',\n",
       "  'display_name': 'BAND/EUR',\n",
       "  'min_market_funds': '1.0',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'UMA-BTC',\n",
       "  'base_currency': 'UMA',\n",
       "  'quote_currency': 'BTC',\n",
       "  'base_min_size': '0.01000000',\n",
       "  'base_max_size': '4500.00000000',\n",
       "  'quote_increment': '0.00000001',\n",
       "  'base_increment': '0.00100000',\n",
       "  'display_name': 'UMA/BTC',\n",
       "  'min_market_funds': '0.0001',\n",
       "  'max_market_funds': '10',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'COMP-USD',\n",
       "  'base_currency': 'COMP',\n",
       "  'quote_currency': 'USD',\n",
       "  'base_min_size': '0.01000000',\n",
       "  'base_max_size': '1700.00000000',\n",
       "  'quote_increment': '0.01000000',\n",
       "  'base_increment': '0.00100000',\n",
       "  'display_name': 'COMP/USD',\n",
       "  'min_market_funds': '1.0',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'BCH-GBP',\n",
       "  'base_currency': 'BCH',\n",
       "  'quote_currency': 'GBP',\n",
       "  'base_min_size': '0.01000000',\n",
       "  'base_max_size': '250.00000000',\n",
       "  'quote_increment': '0.01000000',\n",
       "  'base_increment': '0.00000001',\n",
       "  'display_name': 'BCH/GBP',\n",
       "  'min_market_funds': '10',\n",
       "  'max_market_funds': '500000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'XRP-GBP',\n",
       "  'base_currency': 'XRP',\n",
       "  'quote_currency': 'GBP',\n",
       "  'base_min_size': '1.00000000',\n",
       "  'base_max_size': '500000.00000000',\n",
       "  'quote_increment': '0.00010000',\n",
       "  'base_increment': '0.00000100',\n",
       "  'display_name': 'XRP/GBP',\n",
       "  'min_market_funds': '10',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'OMG-EUR',\n",
       "  'base_currency': 'OMG',\n",
       "  'quote_currency': 'EUR',\n",
       "  'base_min_size': '1.00000000',\n",
       "  'base_max_size': '500000.00000000',\n",
       "  'quote_increment': '0.00010000',\n",
       "  'base_increment': '0.10000000',\n",
       "  'display_name': 'OMG/EUR',\n",
       "  'min_market_funds': '1',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'ALGO-GBP',\n",
       "  'base_currency': 'ALGO',\n",
       "  'quote_currency': 'GBP',\n",
       "  'base_min_size': '1.00000000',\n",
       "  'base_max_size': '500000.00000000',\n",
       "  'quote_increment': '0.00010000',\n",
       "  'base_increment': '1.00000000',\n",
       "  'display_name': 'ALGO/GBP',\n",
       "  'min_market_funds': '10',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'OXT-USD',\n",
       "  'base_currency': 'OXT',\n",
       "  'quote_currency': 'USD',\n",
       "  'base_min_size': '1.00000000',\n",
       "  'base_max_size': '500000.00000000',\n",
       "  'quote_increment': '0.00010000',\n",
       "  'base_increment': '1.00000000',\n",
       "  'display_name': 'OXT/USD',\n",
       "  'min_market_funds': '1',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'NMR-BTC',\n",
       "  'base_currency': 'NMR',\n",
       "  'quote_currency': 'BTC',\n",
       "  'base_min_size': '0.01000000',\n",
       "  'base_max_size': '3900.00000000',\n",
       "  'quote_increment': '0.00000001',\n",
       "  'base_increment': '0.00100000',\n",
       "  'display_name': 'NMR/BTC',\n",
       "  'min_market_funds': '0.0001',\n",
       "  'max_market_funds': '10',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'DASH-BTC',\n",
       "  'base_currency': 'DASH',\n",
       "  'quote_currency': 'BTC',\n",
       "  'base_min_size': '0.01000000',\n",
       "  'base_max_size': '1500.00000000',\n",
       "  'quote_increment': '0.00000001',\n",
       "  'base_increment': '0.00100000',\n",
       "  'display_name': 'DASH/BTC',\n",
       "  'min_market_funds': '0.0001',\n",
       "  'max_market_funds': '10',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'ATOM-USD',\n",
       "  'base_currency': 'ATOM',\n",
       "  'quote_currency': 'USD',\n",
       "  'base_min_size': '0.10000000',\n",
       "  'base_max_size': '25000.00000000',\n",
       "  'quote_increment': '0.00100000',\n",
       "  'base_increment': '0.10000000',\n",
       "  'display_name': 'ATOM/USD',\n",
       "  'min_market_funds': '10',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'BAT-ETH',\n",
       "  'base_currency': 'BAT',\n",
       "  'quote_currency': 'ETH',\n",
       "  'base_min_size': '1.00000000',\n",
       "  'base_max_size': '300000.00000000',\n",
       "  'quote_increment': '0.00000001',\n",
       "  'base_increment': '1.00000000',\n",
       "  'display_name': 'BAT/ETH',\n",
       "  'min_market_funds': '0.01',\n",
       "  'max_market_funds': '500',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'MKR-USD',\n",
       "  'base_currency': 'MKR',\n",
       "  'quote_currency': 'USD',\n",
       "  'base_min_size': '0.00100000',\n",
       "  'base_max_size': '240.00000000',\n",
       "  'quote_increment': '0.00010000',\n",
       "  'base_increment': '0.00000100',\n",
       "  'display_name': 'MKR/USD',\n",
       "  'min_market_funds': '1.0',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'EOS-BTC',\n",
       "  'base_currency': 'EOS',\n",
       "  'quote_currency': 'BTC',\n",
       "  'base_min_size': '0.10000000',\n",
       "  'base_max_size': '50000.00000000',\n",
       "  'quote_increment': '0.00000100',\n",
       "  'base_increment': '0.10000000',\n",
       "  'display_name': 'EOS/BTC',\n",
       "  'min_market_funds': '0.001',\n",
       "  'max_market_funds': '30',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'LTC-EUR',\n",
       "  'base_currency': 'LTC',\n",
       "  'quote_currency': 'EUR',\n",
       "  'base_min_size': '0.10000000',\n",
       "  'base_max_size': '1000.00000000',\n",
       "  'quote_increment': '0.01000000',\n",
       "  'base_increment': '0.00000001',\n",
       "  'display_name': 'LTC/EUR',\n",
       "  'min_market_funds': '10',\n",
       "  'max_market_funds': '250000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'ETH-USDC',\n",
       "  'base_currency': 'ETH',\n",
       "  'quote_currency': 'USDC',\n",
       "  'base_min_size': '0.01000000',\n",
       "  'base_max_size': '2800.00000000',\n",
       "  'quote_increment': '0.01000000',\n",
       "  'base_increment': '0.00000001',\n",
       "  'display_name': 'ETH/USDC',\n",
       "  'min_market_funds': '10',\n",
       "  'max_market_funds': '1000000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'BTC-USD',\n",
       "  'base_currency': 'BTC',\n",
       "  'quote_currency': 'USD',\n",
       "  'base_min_size': '0.00100000',\n",
       "  'base_max_size': '280.00000000',\n",
       "  'quote_increment': '0.01000000',\n",
       "  'base_increment': '0.00000001',\n",
       "  'display_name': 'BTC/USD',\n",
       "  'min_market_funds': '5',\n",
       "  'max_market_funds': '1000000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'CGLD-BTC',\n",
       "  'base_currency': 'CGLD',\n",
       "  'quote_currency': 'BTC',\n",
       "  'base_min_size': '0.10000000',\n",
       "  'base_max_size': '34000.00000000',\n",
       "  'quote_increment': '0.00000001',\n",
       "  'base_increment': '0.01000000',\n",
       "  'display_name': 'CGLD/BTC',\n",
       "  'min_market_funds': '0.0001',\n",
       "  'max_market_funds': '10',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'REP-BTC',\n",
       "  'base_currency': 'REP',\n",
       "  'quote_currency': 'BTC',\n",
       "  'base_min_size': '0.10000000',\n",
       "  'base_max_size': '5000.00000000',\n",
       "  'quote_increment': '0.00000100',\n",
       "  'base_increment': '0.00000100',\n",
       "  'display_name': 'REP/BTC',\n",
       "  'min_market_funds': '0.001',\n",
       "  'max_market_funds': '6',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'BAND-GBP',\n",
       "  'base_currency': 'BAND',\n",
       "  'quote_currency': 'GBP',\n",
       "  'base_min_size': '0.10000000',\n",
       "  'base_max_size': '18000.00000000',\n",
       "  'quote_increment': '0.00010000',\n",
       "  'base_increment': '0.01000000',\n",
       "  'display_name': 'BAND/GBP',\n",
       "  'min_market_funds': '1.0',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'UMA-USD',\n",
       "  'base_currency': 'UMA',\n",
       "  'quote_currency': 'USD',\n",
       "  'base_min_size': '0.01000000',\n",
       "  'base_max_size': '4500.00000000',\n",
       "  'quote_increment': '0.00100000',\n",
       "  'base_increment': '0.00100000',\n",
       "  'display_name': 'UMA/USD',\n",
       "  'min_market_funds': '1.0',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'LRC-USD',\n",
       "  'base_currency': 'LRC',\n",
       "  'quote_currency': 'USD',\n",
       "  'base_min_size': '1.00000000',\n",
       "  'base_max_size': '560000.00000000',\n",
       "  'quote_increment': '0.00010000',\n",
       "  'base_increment': '0.00000100',\n",
       "  'display_name': 'LRC/USD',\n",
       "  'min_market_funds': '1.0',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'NMR-GBP',\n",
       "  'base_currency': 'NMR',\n",
       "  'quote_currency': 'GBP',\n",
       "  'base_min_size': '0.01000000',\n",
       "  'base_max_size': '3900.00000000',\n",
       "  'quote_increment': '0.00010000',\n",
       "  'base_increment': '0.00100000',\n",
       "  'display_name': 'NMR/GBP',\n",
       "  'min_market_funds': '1.0',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'ZEC-USDC',\n",
       "  'base_currency': 'ZEC',\n",
       "  'quote_currency': 'USDC',\n",
       "  'base_min_size': '0.01000000',\n",
       "  'base_max_size': '5000.00000000',\n",
       "  'quote_increment': '0.01000000',\n",
       "  'base_increment': '0.00000001',\n",
       "  'display_name': 'ZEC/USDC',\n",
       "  'min_market_funds': '10',\n",
       "  'max_market_funds': '250000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'ATOM-BTC',\n",
       "  'base_currency': 'ATOM',\n",
       "  'quote_currency': 'BTC',\n",
       "  'base_min_size': '0.10000000',\n",
       "  'base_max_size': '25000.00000000',\n",
       "  'quote_increment': '0.00000100',\n",
       "  'base_increment': '0.10000000',\n",
       "  'display_name': 'ATOM/BTC',\n",
       "  'min_market_funds': '0.001',\n",
       "  'max_market_funds': '30',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'XRP-BTC',\n",
       "  'base_currency': 'XRP',\n",
       "  'quote_currency': 'BTC',\n",
       "  'base_min_size': '1.00000000',\n",
       "  'base_max_size': '500000.00000000',\n",
       "  'quote_increment': '0.00000001',\n",
       "  'base_increment': '1.00000000',\n",
       "  'display_name': 'XRP/BTC',\n",
       "  'min_market_funds': '0.001',\n",
       "  'max_market_funds': '30',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'ETH-GBP',\n",
       "  'base_currency': 'ETH',\n",
       "  'quote_currency': 'GBP',\n",
       "  'base_min_size': '0.01000000',\n",
       "  'base_max_size': '1400.00000000',\n",
       "  'quote_increment': '0.01000000',\n",
       "  'base_increment': '0.00000001',\n",
       "  'display_name': 'ETH/GBP',\n",
       "  'min_market_funds': '10',\n",
       "  'max_market_funds': '1000000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'XLM-BTC',\n",
       "  'base_currency': 'XLM',\n",
       "  'quote_currency': 'BTC',\n",
       "  'base_min_size': '1.00000000',\n",
       "  'base_max_size': '600000.00000000',\n",
       "  'quote_increment': '0.00000001',\n",
       "  'base_increment': '1.00000000',\n",
       "  'display_name': 'XLM/BTC',\n",
       "  'min_market_funds': '0.001',\n",
       "  'max_market_funds': '50',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'XRP-EUR',\n",
       "  'base_currency': 'XRP',\n",
       "  'quote_currency': 'EUR',\n",
       "  'base_min_size': '1.00000000',\n",
       "  'base_max_size': '500000.00000000',\n",
       "  'quote_increment': '0.00010000',\n",
       "  'base_increment': '0.00000100',\n",
       "  'display_name': 'XRP/EUR',\n",
       "  'min_market_funds': '10',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'LINK-EUR',\n",
       "  'base_currency': 'LINK',\n",
       "  'quote_currency': 'EUR',\n",
       "  'base_min_size': '1.00000000',\n",
       "  'base_max_size': '90000.00000000',\n",
       "  'quote_increment': '0.00001000',\n",
       "  'base_increment': '0.01000000',\n",
       "  'display_name': 'LINK/EUR',\n",
       "  'min_market_funds': '10',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'MANA-USDC',\n",
       "  'base_currency': 'MANA',\n",
       "  'quote_currency': 'USDC',\n",
       "  'base_min_size': '1.00000000',\n",
       "  'base_max_size': '2800000.00000000',\n",
       "  'quote_increment': '0.00000100',\n",
       "  'base_increment': '1.00000000',\n",
       "  'display_name': 'MANA/USDC',\n",
       "  'min_market_funds': '0.1',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': True,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'BCH-EUR',\n",
       "  'base_currency': 'BCH',\n",
       "  'quote_currency': 'EUR',\n",
       "  'base_min_size': '0.01000000',\n",
       "  'base_max_size': '100.00000000',\n",
       "  'quote_increment': '0.01000000',\n",
       "  'base_increment': '0.00000001',\n",
       "  'display_name': 'BCH/EUR',\n",
       "  'min_market_funds': '10',\n",
       "  'max_market_funds': '300000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'ETC-USD',\n",
       "  'base_currency': 'ETC',\n",
       "  'quote_currency': 'USD',\n",
       "  'base_min_size': '0.10000000',\n",
       "  'base_max_size': '20000.00000000',\n",
       "  'quote_increment': '0.00100000',\n",
       "  'base_increment': '0.00000001',\n",
       "  'display_name': 'ETC/USD',\n",
       "  'min_market_funds': '10',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'REN-USD',\n",
       "  'base_currency': 'REN',\n",
       "  'quote_currency': 'USD',\n",
       "  'base_min_size': '1.00000000',\n",
       "  'base_max_size': '460000.00000000',\n",
       "  'quote_increment': '0.00010000',\n",
       "  'base_increment': '0.00000100',\n",
       "  'display_name': 'REN/USD',\n",
       "  'min_market_funds': '1.0',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'LOOM-USDC',\n",
       "  'base_currency': 'LOOM',\n",
       "  'quote_currency': 'USDC',\n",
       "  'base_min_size': '1.00000000',\n",
       "  'base_max_size': '2500000.00000000',\n",
       "  'quote_increment': '0.00000100',\n",
       "  'base_increment': '1.00000000',\n",
       "  'display_name': 'LOOM/USDC',\n",
       "  'min_market_funds': '0.1',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': True,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'ZRX-USD',\n",
       "  'base_currency': 'ZRX',\n",
       "  'quote_currency': 'USD',\n",
       "  'base_min_size': '1.00000000',\n",
       "  'base_max_size': '600000.00000000',\n",
       "  'quote_increment': '0.00000100',\n",
       "  'base_increment': '0.00001000',\n",
       "  'display_name': 'ZRX/USD',\n",
       "  'min_market_funds': '10',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'XTZ-GBP',\n",
       "  'base_currency': 'XTZ',\n",
       "  'quote_currency': 'GBP',\n",
       "  'base_min_size': '1.00000000',\n",
       "  'base_max_size': '100000.00000000',\n",
       "  'quote_increment': '0.00001000',\n",
       "  'base_increment': '0.01000000',\n",
       "  'display_name': 'XTZ/GBP',\n",
       "  'min_market_funds': '10',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'OMG-BTC',\n",
       "  'base_currency': 'OMG',\n",
       "  'quote_currency': 'BTC',\n",
       "  'base_min_size': '1.00000000',\n",
       "  'base_max_size': '150000.00000000',\n",
       "  'quote_increment': '0.00000001',\n",
       "  'base_increment': '0.10000000',\n",
       "  'display_name': 'OMG/BTC',\n",
       "  'min_market_funds': '0.001',\n",
       "  'max_market_funds': '500',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'CGLD-USD',\n",
       "  'base_currency': 'CGLD',\n",
       "  'quote_currency': 'USD',\n",
       "  'base_min_size': '0.10000000',\n",
       "  'base_max_size': '34000.00000000',\n",
       "  'quote_increment': '0.00010000',\n",
       "  'base_increment': '0.01000000',\n",
       "  'display_name': 'CGLD/USD',\n",
       "  'min_market_funds': '1.0',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'UNI-USD',\n",
       "  'base_currency': 'UNI',\n",
       "  'quote_currency': 'USD',\n",
       "  'base_min_size': '1.00000000',\n",
       "  'base_max_size': '200000.00000000',\n",
       "  'quote_increment': '0.00010000',\n",
       "  'base_increment': '0.00000100',\n",
       "  'display_name': 'UNI/USD',\n",
       "  'min_market_funds': '1.0',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'XLM-USD',\n",
       "  'base_currency': 'XLM',\n",
       "  'quote_currency': 'USD',\n",
       "  'base_min_size': '1.00000000',\n",
       "  'base_max_size': '600000.00000000',\n",
       "  'quote_increment': '0.00000100',\n",
       "  'base_increment': '1.00000000',\n",
       "  'display_name': 'XLM/USD',\n",
       "  'min_market_funds': '0.1',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'BAND-BTC',\n",
       "  'base_currency': 'BAND',\n",
       "  'quote_currency': 'BTC',\n",
       "  'base_min_size': '0.10000000',\n",
       "  'base_max_size': '18000.00000000',\n",
       "  'quote_increment': '0.00000001',\n",
       "  'base_increment': '0.01000000',\n",
       "  'display_name': 'BAND/BTC',\n",
       "  'min_market_funds': '0.0001',\n",
       "  'max_market_funds': '10',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'ALGO-EUR',\n",
       "  'base_currency': 'ALGO',\n",
       "  'quote_currency': 'EUR',\n",
       "  'base_min_size': '1.00000000',\n",
       "  'base_max_size': '500000.00000000',\n",
       "  'quote_increment': '0.00010000',\n",
       "  'base_increment': '1.00000000',\n",
       "  'display_name': 'ALGO/EUR',\n",
       "  'min_market_funds': '10',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'XTZ-BTC',\n",
       "  'base_currency': 'XTZ',\n",
       "  'quote_currency': 'BTC',\n",
       "  'base_min_size': '1.00000000',\n",
       "  'base_max_size': '100000.00000000',\n",
       "  'quote_increment': '0.00000001',\n",
       "  'base_increment': '0.01000000',\n",
       "  'display_name': 'XTZ/BTC',\n",
       "  'min_market_funds': '0.001',\n",
       "  'max_market_funds': '10',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'BTC-GBP',\n",
       "  'base_currency': 'BTC',\n",
       "  'quote_currency': 'GBP',\n",
       "  'base_min_size': '0.00100000',\n",
       "  'base_max_size': '80.00000000',\n",
       "  'quote_increment': '0.01000000',\n",
       "  'base_increment': '0.00000001',\n",
       "  'display_name': 'BTC/GBP',\n",
       "  'min_market_funds': '10',\n",
       "  'max_market_funds': '200000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'BCH-USD',\n",
       "  'base_currency': 'BCH',\n",
       "  'quote_currency': 'USD',\n",
       "  'base_min_size': '0.01000000',\n",
       "  'base_max_size': '700.00000000',\n",
       "  'quote_increment': '0.01000000',\n",
       "  'base_increment': '0.00000001',\n",
       "  'display_name': 'BCH/USD',\n",
       "  'min_market_funds': '10',\n",
       "  'max_market_funds': '500000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'CGLD-EUR',\n",
       "  'base_currency': 'CGLD',\n",
       "  'quote_currency': 'EUR',\n",
       "  'base_min_size': '0.10000000',\n",
       "  'base_max_size': '34000.00000000',\n",
       "  'quote_increment': '0.00010000',\n",
       "  'base_increment': '0.01000000',\n",
       "  'display_name': 'CGLD/EUR',\n",
       "  'min_market_funds': '1.0',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'LTC-GBP',\n",
       "  'base_currency': 'LTC',\n",
       "  'quote_currency': 'GBP',\n",
       "  'base_min_size': '0.10000000',\n",
       "  'base_max_size': '1000.00000000',\n",
       "  'quote_increment': '0.01000000',\n",
       "  'base_increment': '0.00000001',\n",
       "  'display_name': 'LTC/GBP',\n",
       "  'min_market_funds': '10',\n",
       "  'max_market_funds': '250000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'BAL-USD',\n",
       "  'base_currency': 'BAL',\n",
       "  'quote_currency': 'USD',\n",
       "  'base_min_size': '0.10000000',\n",
       "  'base_max_size': '6700.00000000',\n",
       "  'quote_increment': '0.00001000',\n",
       "  'base_increment': '0.00100000',\n",
       "  'display_name': 'BAL/USD',\n",
       "  'min_market_funds': '1.0',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'KNC-BTC',\n",
       "  'base_currency': 'KNC',\n",
       "  'quote_currency': 'BTC',\n",
       "  'base_min_size': '1.00000000',\n",
       "  'base_max_size': '600000.00000000',\n",
       "  'quote_increment': '0.00000001',\n",
       "  'base_increment': '0.10000000',\n",
       "  'display_name': 'KNC/BTC',\n",
       "  'min_market_funds': '0.001',\n",
       "  'max_market_funds': '30',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'ZRX-EUR',\n",
       "  'base_currency': 'ZRX',\n",
       "  'quote_currency': 'EUR',\n",
       "  'base_min_size': '1.00000000',\n",
       "  'base_max_size': '600000.00000000',\n",
       "  'quote_increment': '0.00000100',\n",
       "  'base_increment': '0.00001000',\n",
       "  'display_name': 'ZRX/EUR',\n",
       "  'min_market_funds': '10',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'EOS-EUR',\n",
       "  'base_currency': 'EOS',\n",
       "  'quote_currency': 'EUR',\n",
       "  'base_min_size': '0.10000000',\n",
       "  'base_max_size': '50000.00000000',\n",
       "  'quote_increment': '0.00100000',\n",
       "  'base_increment': '0.10000000',\n",
       "  'display_name': 'EOS/EUR',\n",
       "  'min_market_funds': '10',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'DASH-USD',\n",
       "  'base_currency': 'DASH',\n",
       "  'quote_currency': 'USD',\n",
       "  'base_min_size': '0.01000000',\n",
       "  'base_max_size': '1500.00000000',\n",
       "  'quote_increment': '0.00100000',\n",
       "  'base_increment': '0.00100000',\n",
       "  'display_name': 'DASH/USD',\n",
       "  'min_market_funds': '1',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'DAI-USDC',\n",
       "  'base_currency': 'DAI',\n",
       "  'quote_currency': 'USDC',\n",
       "  'base_min_size': '1.00000000',\n",
       "  'base_max_size': '100000.00000000',\n",
       "  'quote_increment': '0.00000100',\n",
       "  'base_increment': '0.00001000',\n",
       "  'display_name': 'DAI/USDC',\n",
       "  'min_market_funds': '5',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': True,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'BAT-USDC',\n",
       "  'base_currency': 'BAT',\n",
       "  'quote_currency': 'USDC',\n",
       "  'base_min_size': '1.00000000',\n",
       "  'base_max_size': '800000.00000000',\n",
       "  'quote_increment': '0.00000100',\n",
       "  'base_increment': '1.00000000',\n",
       "  'display_name': 'BAT/USDC',\n",
       "  'min_market_funds': '10',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'LTC-USD',\n",
       "  'base_currency': 'LTC',\n",
       "  'quote_currency': 'USD',\n",
       "  'base_min_size': '0.10000000',\n",
       "  'base_max_size': '4000.00000000',\n",
       "  'quote_increment': '0.01000000',\n",
       "  'base_increment': '0.00000001',\n",
       "  'display_name': 'LTC/USD',\n",
       "  'min_market_funds': '10',\n",
       "  'max_market_funds': '250000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'MKR-BTC',\n",
       "  'base_currency': 'MKR',\n",
       "  'quote_currency': 'BTC',\n",
       "  'base_min_size': '0.00100000',\n",
       "  'base_max_size': '240.00000000',\n",
       "  'quote_increment': '0.00001000',\n",
       "  'base_increment': '0.00000100',\n",
       "  'display_name': 'MKR/BTC',\n",
       "  'min_market_funds': '0.0001',\n",
       "  'max_market_funds': '11',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'OMG-USD',\n",
       "  'base_currency': 'OMG',\n",
       "  'quote_currency': 'USD',\n",
       "  'base_min_size': '1.00000000',\n",
       "  'base_max_size': '500000.00000000',\n",
       "  'quote_increment': '0.00010000',\n",
       "  'base_increment': '0.10000000',\n",
       "  'display_name': 'OMG/USD',\n",
       "  'min_market_funds': '1',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'XRP-USD',\n",
       "  'base_currency': 'XRP',\n",
       "  'quote_currency': 'USD',\n",
       "  'base_min_size': '1.00000000',\n",
       "  'base_max_size': '500000.00000000',\n",
       "  'quote_increment': '0.00010000',\n",
       "  'base_increment': '0.00000100',\n",
       "  'display_name': 'XRP/USD',\n",
       "  'min_market_funds': '10',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'WBTC-BTC',\n",
       "  'base_currency': 'WBTC',\n",
       "  'quote_currency': 'BTC',\n",
       "  'base_min_size': '0.00010000',\n",
       "  'base_max_size': '10.00000000',\n",
       "  'quote_increment': '0.00010000',\n",
       "  'base_increment': '0.00000001',\n",
       "  'display_name': 'WBTC/BTC',\n",
       "  'min_market_funds': '0.0001',\n",
       "  'max_market_funds': '10',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': True,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'XTZ-USD',\n",
       "  'base_currency': 'XTZ',\n",
       "  'quote_currency': 'USD',\n",
       "  'base_min_size': '1.00000000',\n",
       "  'base_max_size': '100000.00000000',\n",
       "  'quote_increment': '0.00010000',\n",
       "  'base_increment': '0.01000000',\n",
       "  'display_name': 'XTZ/USD',\n",
       "  'min_market_funds': '10',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'CGLD-GBP',\n",
       "  'base_currency': 'CGLD',\n",
       "  'quote_currency': 'GBP',\n",
       "  'base_min_size': '0.10000000',\n",
       "  'base_max_size': '34000.00000000',\n",
       "  'quote_increment': '0.00010000',\n",
       "  'base_increment': '0.01000000',\n",
       "  'display_name': 'CGLD/GBP',\n",
       "  'min_market_funds': '1.0',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'CVC-USDC',\n",
       "  'base_currency': 'CVC',\n",
       "  'quote_currency': 'USDC',\n",
       "  'base_min_size': '1.00000000',\n",
       "  'base_max_size': '2000000.00000000',\n",
       "  'quote_increment': '0.00000100',\n",
       "  'base_increment': '1.00000000',\n",
       "  'display_name': 'CVC/USDC',\n",
       "  'min_market_funds': '0.1',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': True,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'BTC-EUR',\n",
       "  'base_currency': 'BTC',\n",
       "  'quote_currency': 'EUR',\n",
       "  'base_min_size': '0.00100000',\n",
       "  'base_max_size': '200.00000000',\n",
       "  'quote_increment': '0.01000000',\n",
       "  'base_increment': '0.00000001',\n",
       "  'display_name': 'BTC/EUR',\n",
       "  'min_market_funds': '10',\n",
       "  'max_market_funds': '600000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'ETC-GBP',\n",
       "  'base_currency': 'ETC',\n",
       "  'quote_currency': 'GBP',\n",
       "  'base_min_size': '0.10000000',\n",
       "  'base_max_size': '20000.00000000',\n",
       "  'quote_increment': '0.00100000',\n",
       "  'base_increment': '0.00000001',\n",
       "  'display_name': 'ETC/GBP',\n",
       "  'min_market_funds': '10',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'LINK-GBP',\n",
       "  'base_currency': 'LINK',\n",
       "  'quote_currency': 'GBP',\n",
       "  'base_min_size': '1.00000000',\n",
       "  'base_max_size': '90000.00000000',\n",
       "  'quote_increment': '0.00001000',\n",
       "  'base_increment': '0.01000000',\n",
       "  'display_name': 'LINK/GBP',\n",
       "  'min_market_funds': '10',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'REN-BTC',\n",
       "  'base_currency': 'REN',\n",
       "  'quote_currency': 'BTC',\n",
       "  'base_min_size': '1.00000000',\n",
       "  'base_max_size': '460000.00000000',\n",
       "  'quote_increment': '0.00000001',\n",
       "  'base_increment': '1.00000000',\n",
       "  'display_name': 'REN/BTC',\n",
       "  'min_market_funds': '0.0001',\n",
       "  'max_market_funds': '10',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'UMA-EUR',\n",
       "  'base_currency': 'UMA',\n",
       "  'quote_currency': 'EUR',\n",
       "  'base_min_size': '0.01000000',\n",
       "  'base_max_size': '4500.00000000',\n",
       "  'quote_increment': '0.00100000',\n",
       "  'base_increment': '0.00100000',\n",
       "  'display_name': 'UMA/EUR',\n",
       "  'min_market_funds': '1.0',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'LINK-USD',\n",
       "  'base_currency': 'LINK',\n",
       "  'quote_currency': 'USD',\n",
       "  'base_min_size': '1.00000000',\n",
       "  'base_max_size': '90000.00000000',\n",
       "  'quote_increment': '0.00001000',\n",
       "  'base_increment': '0.01000000',\n",
       "  'display_name': 'LINK/USD',\n",
       "  'min_market_funds': '10',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'ZRX-BTC',\n",
       "  'base_currency': 'ZRX',\n",
       "  'quote_currency': 'BTC',\n",
       "  'base_min_size': '1.00000000',\n",
       "  'base_max_size': '600000.00000000',\n",
       "  'quote_increment': '0.00000001',\n",
       "  'base_increment': '0.00001000',\n",
       "  'display_name': 'ZRX/BTC',\n",
       "  'min_market_funds': '0.001',\n",
       "  'max_market_funds': '60',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'UMA-GBP',\n",
       "  'base_currency': 'UMA',\n",
       "  'quote_currency': 'GBP',\n",
       "  'base_min_size': '0.01000000',\n",
       "  'base_max_size': '4500.00000000',\n",
       "  'quote_increment': '0.00100000',\n",
       "  'base_increment': '0.00100000',\n",
       "  'display_name': 'UMA/GBP',\n",
       "  'min_market_funds': '1.0',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': True,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'ETH-DAI',\n",
       "  'base_currency': 'ETH',\n",
       "  'quote_currency': 'DAI',\n",
       "  'base_min_size': '0.01000000',\n",
       "  'base_max_size': '700.00000000',\n",
       "  'quote_increment': '0.01000000',\n",
       "  'base_increment': '0.00010000',\n",
       "  'display_name': 'ETH/DAI',\n",
       "  'min_market_funds': '10',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'NMR-USD',\n",
       "  'base_currency': 'NMR',\n",
       "  'quote_currency': 'USD',\n",
       "  'base_min_size': '0.01000000',\n",
       "  'base_max_size': '3900.00000000',\n",
       "  'quote_increment': '0.00010000',\n",
       "  'base_increment': '0.00100000',\n",
       "  'display_name': 'NMR/USD',\n",
       "  'min_market_funds': '1.0',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'XTZ-EUR',\n",
       "  'base_currency': 'XTZ',\n",
       "  'quote_currency': 'EUR',\n",
       "  'base_min_size': '1.00000000',\n",
       "  'base_max_size': '100000.00000000',\n",
       "  'quote_increment': '0.00001000',\n",
       "  'base_increment': '0.01000000',\n",
       "  'display_name': 'XTZ/EUR',\n",
       "  'min_market_funds': '10',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'ETC-BTC',\n",
       "  'base_currency': 'ETC',\n",
       "  'quote_currency': 'BTC',\n",
       "  'base_min_size': '0.10000000',\n",
       "  'base_max_size': '5000.00000000',\n",
       "  'quote_increment': '0.00000100',\n",
       "  'base_increment': '0.00000001',\n",
       "  'display_name': 'ETC/BTC',\n",
       "  'min_market_funds': '0.001',\n",
       "  'max_market_funds': '30',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'BAND-USD',\n",
       "  'base_currency': 'BAND',\n",
       "  'quote_currency': 'USD',\n",
       "  'base_min_size': '0.10000000',\n",
       "  'base_max_size': '18000.00000000',\n",
       "  'quote_increment': '0.00010000',\n",
       "  'base_increment': '0.01000000',\n",
       "  'display_name': 'BAND/USD',\n",
       "  'min_market_funds': '1.0',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'DAI-USD',\n",
       "  'base_currency': 'DAI',\n",
       "  'quote_currency': 'USD',\n",
       "  'base_min_size': '1.00000000',\n",
       "  'base_max_size': '100000.00000000',\n",
       "  'quote_increment': '0.00000100',\n",
       "  'base_increment': '0.00001000',\n",
       "  'display_name': 'DAI/USD',\n",
       "  'min_market_funds': '5',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': True,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'KNC-USD',\n",
       "  'base_currency': 'KNC',\n",
       "  'quote_currency': 'USD',\n",
       "  'base_min_size': '1.00000000',\n",
       "  'base_max_size': '500000.00000000',\n",
       "  'quote_increment': '0.00010000',\n",
       "  'base_increment': '0.10000000',\n",
       "  'display_name': 'KNC/USD',\n",
       "  'min_market_funds': '1',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'DNT-USDC',\n",
       "  'base_currency': 'DNT',\n",
       "  'quote_currency': 'USDC',\n",
       "  'base_min_size': '1.00000000',\n",
       "  'base_max_size': '10000000.00000000',\n",
       "  'quote_increment': '0.00000100',\n",
       "  'base_increment': '1.00000000',\n",
       "  'display_name': 'DNT/USDC',\n",
       "  'min_market_funds': '0.1',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': True,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'ZEC-BTC',\n",
       "  'base_currency': 'ZEC',\n",
       "  'quote_currency': 'BTC',\n",
       "  'base_min_size': '0.01000000',\n",
       "  'base_max_size': '1500.00000000',\n",
       "  'quote_increment': '0.00000100',\n",
       "  'base_increment': '0.00010000',\n",
       "  'display_name': 'ZEC/BTC',\n",
       "  'min_market_funds': '0.001',\n",
       "  'max_market_funds': '30',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'YFI-USD',\n",
       "  'base_currency': 'YFI',\n",
       "  'quote_currency': 'USD',\n",
       "  'base_min_size': '0.00001000',\n",
       "  'base_max_size': '5.00000000',\n",
       "  'quote_increment': '0.01000000',\n",
       "  'base_increment': '0.00000100',\n",
       "  'display_name': 'YFI/USD',\n",
       "  'min_market_funds': '1.0',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'BTC-USDC',\n",
       "  'base_currency': 'BTC',\n",
       "  'quote_currency': 'USDC',\n",
       "  'base_min_size': '0.00100000',\n",
       "  'base_max_size': '280.00000000',\n",
       "  'quote_increment': '0.01000000',\n",
       "  'base_increment': '0.00000001',\n",
       "  'display_name': 'BTC/USDC',\n",
       "  'min_market_funds': '10',\n",
       "  'max_market_funds': '1000000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'ALGO-USD',\n",
       "  'base_currency': 'ALGO',\n",
       "  'quote_currency': 'USD',\n",
       "  'base_min_size': '1.00000000',\n",
       "  'base_max_size': '500000.00000000',\n",
       "  'quote_increment': '0.00010000',\n",
       "  'base_increment': '1.00000000',\n",
       "  'display_name': 'ALGO/USD',\n",
       "  'min_market_funds': '10',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'LINK-ETH',\n",
       "  'base_currency': 'LINK',\n",
       "  'quote_currency': 'ETH',\n",
       "  'base_min_size': '1.00000000',\n",
       "  'base_max_size': '90000.00000000',\n",
       "  'quote_increment': '0.00000001',\n",
       "  'base_increment': '0.01000000',\n",
       "  'display_name': 'LINK/ETH',\n",
       "  'min_market_funds': '0.01',\n",
       "  'max_market_funds': '400',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'ETC-EUR',\n",
       "  'base_currency': 'ETC',\n",
       "  'quote_currency': 'EUR',\n",
       "  'base_min_size': '0.10000000',\n",
       "  'base_max_size': '20000.00000000',\n",
       "  'quote_increment': '0.00100000',\n",
       "  'base_increment': '0.00000001',\n",
       "  'display_name': 'ETC/EUR',\n",
       "  'min_market_funds': '10',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'ETH-BTC',\n",
       "  'base_currency': 'ETH',\n",
       "  'quote_currency': 'BTC',\n",
       "  'base_min_size': '0.01000000',\n",
       "  'base_max_size': '2400.00000000',\n",
       "  'quote_increment': '0.00001000',\n",
       "  'base_increment': '0.00000001',\n",
       "  'display_name': 'ETH/BTC',\n",
       "  'min_market_funds': '0.001',\n",
       "  'max_market_funds': '80',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'BCH-BTC',\n",
       "  'base_currency': 'BCH',\n",
       "  'quote_currency': 'BTC',\n",
       "  'base_min_size': '0.01000000',\n",
       "  'base_max_size': '400.00000000',\n",
       "  'quote_increment': '0.00001000',\n",
       "  'base_increment': '0.00000001',\n",
       "  'display_name': 'BCH/BTC',\n",
       "  'min_market_funds': '0.001',\n",
       "  'max_market_funds': '60',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'OMG-GBP',\n",
       "  'base_currency': 'OMG',\n",
       "  'quote_currency': 'GBP',\n",
       "  'base_min_size': '1.00000000',\n",
       "  'base_max_size': '150000.00000000',\n",
       "  'quote_increment': '0.00010000',\n",
       "  'base_increment': '0.10000000',\n",
       "  'display_name': 'OMG/GBP',\n",
       "  'min_market_funds': '1',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'EOS-USD',\n",
       "  'base_currency': 'EOS',\n",
       "  'quote_currency': 'USD',\n",
       "  'base_min_size': '0.10000000',\n",
       "  'base_max_size': '50000.00000000',\n",
       "  'quote_increment': '0.00100000',\n",
       "  'base_increment': '0.10000000',\n",
       "  'display_name': 'EOS/USD',\n",
       "  'min_market_funds': '10',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'LTC-BTC',\n",
       "  'base_currency': 'LTC',\n",
       "  'quote_currency': 'BTC',\n",
       "  'base_min_size': '0.10000000',\n",
       "  'base_max_size': '8000.00000000',\n",
       "  'quote_increment': '0.00000100',\n",
       "  'base_increment': '0.00000001',\n",
       "  'display_name': 'LTC/BTC',\n",
       "  'min_market_funds': '0.001',\n",
       "  'max_market_funds': '120',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'GNT-USDC',\n",
       "  'base_currency': 'GNT',\n",
       "  'quote_currency': 'USDC',\n",
       "  'base_min_size': '1.00000000',\n",
       "  'base_max_size': '1500000.00000000',\n",
       "  'quote_increment': '0.00000100',\n",
       "  'base_increment': '1.00000000',\n",
       "  'display_name': 'GNT/USDC',\n",
       "  'min_market_funds': '0.01',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': True,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'ETH-EUR',\n",
       "  'base_currency': 'ETH',\n",
       "  'quote_currency': 'EUR',\n",
       "  'base_min_size': '0.01000000',\n",
       "  'base_max_size': '1600.00000000',\n",
       "  'quote_increment': '0.01000000',\n",
       "  'base_increment': '0.00000001',\n",
       "  'display_name': 'ETH/EUR',\n",
       "  'min_market_funds': '10',\n",
       "  'max_market_funds': '400000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'ETH-USD',\n",
       "  'base_currency': 'ETH',\n",
       "  'quote_currency': 'USD',\n",
       "  'base_min_size': '0.01000000',\n",
       "  'base_max_size': '2800.00000000',\n",
       "  'quote_increment': '0.01000000',\n",
       "  'base_increment': '0.00000001',\n",
       "  'display_name': 'ETH/USD',\n",
       "  'min_market_funds': '5',\n",
       "  'max_market_funds': '1000000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'COMP-BTC',\n",
       "  'base_currency': 'COMP',\n",
       "  'quote_currency': 'BTC',\n",
       "  'base_min_size': '0.01000000',\n",
       "  'base_max_size': '1700.00000000',\n",
       "  'quote_increment': '0.00000100',\n",
       "  'base_increment': '0.00100000',\n",
       "  'display_name': 'COMP/BTC',\n",
       "  'min_market_funds': '0.0001',\n",
       "  'max_market_funds': '10',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'NMR-EUR',\n",
       "  'base_currency': 'NMR',\n",
       "  'quote_currency': 'EUR',\n",
       "  'base_min_size': '0.01000000',\n",
       "  'base_max_size': '3900.00000000',\n",
       "  'quote_increment': '0.00010000',\n",
       "  'base_increment': '0.00100000',\n",
       "  'display_name': 'NMR/EUR',\n",
       "  'min_market_funds': '1.0',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''},\n",
       " {'id': 'XLM-EUR',\n",
       "  'base_currency': 'XLM',\n",
       "  'quote_currency': 'EUR',\n",
       "  'base_min_size': '1.00000000',\n",
       "  'base_max_size': '600000.00000000',\n",
       "  'quote_increment': '0.00000100',\n",
       "  'base_increment': '1.00000000',\n",
       "  'display_name': 'XLM/EUR',\n",
       "  'min_market_funds': '0.1',\n",
       "  'max_market_funds': '100000',\n",
       "  'margin_enabled': False,\n",
       "  'post_only': False,\n",
       "  'limit_only': False,\n",
       "  'cancel_only': False,\n",
       "  'trading_disabled': False,\n",
       "  'status': 'online',\n",
       "  'status_message': ''}]"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "public_client.get_products()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'trade_id': 65814289,\n",
       " 'price': '409.87',\n",
       " 'size': '3.6',\n",
       " 'time': '2020-10-27T17:43:07.535287Z',\n",
       " 'bid': '409.87',\n",
       " 'ask': '409.88',\n",
       " 'volume': '113906.83111738'}"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "public_client.get_product_ticker(product_id='ETH-USD')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "data =public_client.get_product_historic_rates('ETH-USD')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
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       " [1603813920, 404.48, 404.81, 404.81, 404.48, 21.02015731],\n",
       " [1603813860, 404.59, 404.85, 404.76, 404.82, 111.25557485],\n",
       " [1603813800, 404.69, 404.85, 404.84, 404.69, 80.3272125],\n",
       " [1603813740, 404.78, 404.85, 404.85, 404.85, 544.78646772],\n",
       " [1603813680, 404.73, 404.85, 404.81, 404.84, 33.79794669],\n",
       " [1603813620, 404.35, 404.83, 404.79, 404.83, 104.51414556],\n",
       " [1603813560, 404.48, 405.05, 404.82, 404.83, 100.45603236],\n",
       " [1603813500, 404.37, 405.62, 404.66, 404.45, 321.99943548],\n",
       " [1603813440, 403.46, 404.67, 403.61, 404.67, 78.6643764],\n",
       " [1603813380, 403.44, 404.09, 404.07, 403.44, 162.33049318],\n",
       " [1603813320, 404.05, 404.4, 404.4, 404.06, 100.13805405],\n",
       " [1603813260, 403.82, 404.4, 403.84, 404.4, 44.42615314],\n",
       " [1603813200, 403.83, 403.98, 403.94, 403.85, 159.08020203],\n",
       " [1603813140, 403.89, 404.13, 403.95, 403.98, 13.45502021],\n",
       " [1603813080, 403.95, 404.33, 404.33, 404, 122.72879318],\n",
       " [1603813020, 404, 404.4, 404.04, 404.31, 12.82519835],\n",
       " [1603812960, 404.06, 404.64, 404.16, 404.38, 83.64505947],\n",
       " [1603812900, 403.79, 404.25, 403.95, 404.25, 67.5001742],\n",
       " [1603812840, 403.41, 403.94, 403.58, 403.93, 51.17882608],\n",
       " [1603812780, 403.31, 403.75, 403.75, 403.58, 11.88210124],\n",
       " [1603812720, 403.56, 403.95, 403.64, 403.83, 49.85558916],\n",
       " [1603812660, 403.53, 404.27, 404.17, 403.66, 101.24614058],\n",
       " [1603812600, 404.19, 404.47, 404.19, 404.32, 61.0714747],\n",
       " [1603812540, 404.09, 404.36, 404.36, 404.19, 52.37363686],\n",
       " [1603812480, 404.32, 404.78, 404.78, 404.44, 48.35717832],\n",
       " [1603812420, 404.64, 405.1, 404.9, 404.7, 9.52477544],\n",
       " [1603812360, 404.86, 405.27, 405.16, 404.87, 32.58835081],\n",
       " [1603812300, 404.33, 405.1, 404.35, 404.92, 52.40963705],\n",
       " [1603812240, 404.31, 404.49, 404.33, 404.43, 41.92757007],\n",
       " [1603812180, 404.31, 404.5, 404.47, 404.34, 80.54395006],\n",
       " [1603812120, 404.08, 404.35, 404.09, 404.35, 65.97553739],\n",
       " [1603812060, 403.77, 404.15, 403.77, 404.15, 41.32635063],\n",
       " [1603812000, 403.76, 404.24, 404.24, 403.76, 73.46262861],\n",
       " [1603811940, 404.2, 404.24, 404.21, 404.24, 18.95849831],\n",
       " [1603811880, 404.2, 404.53, 404.53, 404.21, 37.6694871],\n",
       " [1603811820, 404.33, 404.54, 404.49, 404.54, 75.45588434],\n",
       " [1603811760, 404.54, 404.64, 404.64, 404.54, 42.44093056],\n",
       " [1603811700, 404.64, 404.92, 404.64, 404.8, 77.63325989],\n",
       " [1603811640, 404.58, 404.82, 404.82, 404.63, 89.86050415],\n",
       " [1603811580, 404.8, 405.22, 404.81, 404.98, 261.67851838],\n",
       " [1603811520, 404.63, 404.85, 404.67, 404.81, 77.90979427],\n",
       " [1603811460, 404.33, 404.67, 404.33, 404.67, 64.46036119],\n",
       " [1603811400, 404.19, 404.46, 404.46, 404.33, 99.91876797],\n",
       " [1603811340, 404.46, 404.65, 404.53, 404.46, 62.6619184],\n",
       " [1603811280, 404.1, 404.61, 404.61, 404.47, 36.23955411],\n",
       " [1603811220, 404.31, 404.73, 404.31, 404.62, 35.58622175],\n",
       " [1603811160, 404.02, 404.31, 404.02, 404.31, 15.24157125],\n",
       " [1603811100, 403.85, 404.09, 403.85, 404.08, 13.60905681],\n",
       " [1603811040, 403.73, 404.08, 403.99, 403.96, 19.45399056],\n",
       " [1603810980, 403.93, 404.06, 403.94, 404.06, 8.13963744],\n",
       " [1603810920, 403.63, 403.91, 403.64, 403.9, 3.57208636],\n",
       " [1603810860, 403.59, 403.77, 403.68, 403.66, 2.78284659],\n",
       " [1603810800, 403.48, 403.86, 403.86, 403.48, 1.56018186],\n",
       " [1603810740, 403.57, 403.82, 403.8, 403.82, 6.30969725],\n",
       " [1603810680, 403.64, 403.92, 403.92, 403.7, 56.39143574],\n",
       " [1603810620, 403.65, 403.86, 403.78, 403.85, 15.37156616],\n",
       " [1603810560, 403.69, 403.86, 403.79, 403.69, 41.77042187],\n",
       " [1603810500, 403.79, 403.92, 403.79, 403.86, 81.04240761],\n",
       " [1603810440, 403.43, 403.71, 403.71, 403.6, 10.89043504],\n",
       " [1603810380, 403.67, 403.81, 403.73, 403.77, 17.09140037],\n",
       " [1603810320, 403.35, 403.84, 403.67, 403.74, 287.95819135],\n",
       " [1603810260, 403.59, 403.83, 403.75, 403.67, 41.42022552],\n",
       " [1603810200, 403.63, 403.94, 403.85, 403.69, 11.65528786],\n",
       " [1603810140, 403.62, 403.92, 403.62, 403.92, 10.25648365],\n",
       " [1603810080, 403.56, 403.81, 403.74, 403.78, 176.50842002],\n",
       " [1603810020, 403.24, 403.7, 403.24, 403.7, 40.96514631],\n",
       " [1603809960, 402.9, 403.32, 402.94, 403.24, 44.99465185],\n",
       " [1603809900, 402.88, 403.14, 402.88, 402.95, 33.66521472],\n",
       " [1603809840, 402.62, 403.06, 402.62, 403.06, 32.9085322],\n",
       " [1603809780, 402.61, 402.94, 402.74, 402.61, 66.47232615],\n",
       " [1603809720, 402.75, 402.84, 402.83, 402.75, 21.73974292],\n",
       " [1603809660, 402.75, 403.01, 403.01, 402.84, 36.43246337],\n",
       " [1603809600, 403.3, 403.62, 403.59, 403.3, 115.88048772],\n",
       " [1603809540, 403.54, 403.7, 403.54, 403.6, 27.05381549],\n",
       " [1603809480, 403.4, 403.97, 403.97, 403.51, 493.97379499],\n",
       " [1603809420, 403.84, 403.99, 403.84, 403.97, 552.72139279],\n",
       " [1603809360, 403.54, 403.89, 403.54, 403.84, 750.55225407],\n",
       " [1603809300, 403.32, 403.53, 403.33, 403.53, 34.23972607],\n",
       " [1603809240, 403.09, 403.36, 403.35, 403.32, 380.8404377],\n",
       " [1603809180, 402.9, 403.47, 402.9, 403.44, 292.40004063],\n",
       " [1603809120, 402.86, 403.02, 403.01, 402.9, 143.49034527],\n",
       " [1603809060, 402.31, 403.03, 402.34, 403.03, 13.08197091],\n",
       " [1603809000, 401.65, 402.35, 401.65, 402.35, 64.39440506],\n",
       " [1603808940, 401.06, 402.25, 402.25, 401.82, 533.29990419],\n",
       " [1603808880, 401.94, 402.56, 402.53, 402.2, 73.08411917],\n",
       " [1603808820, 402.59, 403.07, 402.64, 402.59, 22.67816817],\n",
       " [1603808760, 402.55, 402.75, 402.74, 402.75, 8.41527148],\n",
       " [1603808700, 402.75, 402.9, 402.85, 402.86, 23.89488291],\n",
       " [1603808640, 402.73, 403.03, 402.73, 402.82, 9.42998151],\n",
       " [1603808580, 402.58, 402.99, 402.59, 402.75, 9.83976902],\n",
       " [1603808520, 402.57, 403.1, 403.1, 402.57, 53.98738689],\n",
       " [1603808460, 403.07, 403.17, 403.07, 403.1, 35.89349532],\n",
       " [1603808400, 402.83, 403.45, 403.44, 402.83, 120.27240328],\n",
       " [1603808340, 403.41, 404.13, 404.13, 403.42, 30.95670755],\n",
       " [1603808280, 404.08, 404.33, 404.1, 404.16, 22.35618503],\n",
       " [1603808220, 403.95, 404.29, 404.29, 404.05, 11.61126992],\n",
       " [1603808160, 404.25, 404.51, 404.32, 404.3, 6.49191393],\n",
       " [1603808100, 404.13, 404.59, 404.42, 404.31, 242.35437928],\n",
       " [1603808040, 404.26, 404.53, 404.27, 404.49, 23.96896672],\n",
       " [1603807980, 404.15, 404.41, 404.25, 404.15, 28.47165184],\n",
       " [1603807920, 403.75, 404.37, 404.06, 404.23, 109.29302077],\n",
       " [1603807860, 404.06, 404.41, 404.1, 404.06, 331.07718966],\n",
       " [1603807800, 404.03, 404.16, 404.04, 404.12, 13.8119234],\n",
       " [1603807740, 403.98, 404.15, 404.03, 404.14, 13.27022421],\n",
       " [1603807680, 403.94, 404.3, 403.98, 404.16, 174.06336227],\n",
       " [1603807620, 403.73, 404, 403.74, 403.96, 185.71241051],\n",
       " [1603807560, 403.56, 403.74, 403.56, 403.73, 95.11100834],\n",
       " [1603807500, 402.9, 403.64, 402.9, 403.57, 32.76923379],\n",
       " [1603807440, 402.7, 403.37, 403.26, 402.83, 129.82690068],\n",
       " [1603807380, 403.03, 403.41, 403.26, 403.33, 90.22428893],\n",
       " [1603807320, 403.42, 403.67, 403.67, 403.42, 4.31520401],\n",
       " [1603807260, 403.59, 403.68, 403.59, 403.65, 46.87336642],\n",
       " [1603807200, 403.51, 404, 403.51, 403.67, 137.58352133],\n",
       " [1603807140, 403.5, 403.51, 403.51, 403.5, 37.83701371],\n",
       " [1603807080, 403.11, 403.49, 403.45, 403.49, 4.36999448],\n",
       " [1603807020, 403.11, 403.3, 403.11, 403.27, 20.86838965],\n",
       " [1603806960, 403.01, 403.39, 403.2, 403.11, 23.64813487],\n",
       " [1603806900, 403.06, 403.52, 403.44, 403.27, 90.67681178],\n",
       " [1603806840, 403.23, 403.6, 403.31, 403.43, 51.55006686],\n",
       " [1603806780, 403.37, 403.67, 403.42, 403.41, 16.96885381],\n",
       " [1603806720, 403.19, 403.65, 403.19, 403.24, 20.4531613],\n",
       " [1603806660, 403, 403.23, 403, 403.19, 8.01558648],\n",
       " [1603806600, 402.49, 403, 402.55, 403, 90.1569447],\n",
       " [1603806540, 402.11, 402.84, 402.84, 402.48, 80.98361257],\n",
       " [1603806480, 403.02, 403.4, 403.16, 403.02, 102.0743444],\n",
       " [1603806420, 402.71, 403.24, 402.72, 403.16, 54.40710295],\n",
       " [1603806360, 402.69, 403.53, 403.53, 402.72, 121.50582661],\n",
       " [1603806300, 403.5, 403.51, 403.5, 403.51, 60.0883962],\n",
       " [1603806240, 403.34, 403.51, 403.41, 403.34, 7.27586905],\n",
       " [1603806180, 403.19, 403.6, 403.39, 403.27, 21.6856572],\n",
       " [1603806120, 403.28, 403.81, 403.45, 403.34, 37.81870054],\n",
       " [1603806060, 402.97, 403.53, 402.98, 403.34, 90.2729968],\n",
       " [1603806000, 402.47, 403.1, 402.53, 402.89, 223.08665966],\n",
       " [1603805940, 402.41, 402.98, 402.84, 402.8, 162.94623245],\n",
       " [1603805880, 402.85, 403.65, 403.58, 403.09, 40.85510797],\n",
       " [1603805820, 403.7, 404.17, 403.71, 403.75, 33.48901933],\n",
       " [1603805760, 403.68, 404.18, 404.05, 403.68, 161.32852844],\n",
       " [1603805700, 403.5, 404.15, 403.66, 404.15, 118.60840565],\n",
       " [1603805640, 403.6, 404.46, 404.26, 403.62, 159.03540862],\n",
       " [1603805580, 403.74, 404.27, 404.16, 404.19, 244.57182737],\n",
       " [1603805520, 404.17, 404.84, 404.82, 404.17, 48.9779444],\n",
       " [1603805460, 404.81, 406.04, 405.94, 404.93, 177.51314917],\n",
       " [1603805400, 405.82, 405.95, 405.82, 405.95, 42.53293721],\n",
       " [1603805340, 405.73, 405.93, 405.88, 405.92, 50.35190117],\n",
       " [1603805280, 405.91, 406.16, 405.93, 405.91, 31.16314478],\n",
       " [1603805220, 405.81, 405.92, 405.91, 405.91, 71.02747517],\n",
       " [1603805160, 405.64, 405.99, 405.85, 405.93, 63.07262869],\n",
       " [1603805100, 405.63, 406.52, 405.8, 405.85, 527.28814774],\n",
       " [1603805040, 405.78, 405.83, 405.83, 405.78, 0.97084637],\n",
       " [1603804980, 405.58, 405.86, 405.61, 405.7, 16.15845589],\n",
       " [1603804920, 405.45, 406.18, 405.94, 405.59, 218.93419363],\n",
       " [1603804860, 405.16, 405.93, 405.16, 405.93, 63.4254915],\n",
       " [1603804800, 405.15, 405.36, 405.35, 405.16, 82.80180572],\n",
       " [1603804740, 405.15, 405.38, 405.22, 405.36, 78.37417044],\n",
       " [1603804680, 405.28, 405.85, 405.85, 405.33, 105.65658586],\n",
       " [1603804620, 405.77, 405.94, 405.77, 405.85, 132.94418234],\n",
       " [1603804560, 405.65, 406.39, 405.65, 405.83, 348.13778296],\n",
       " [1603804500, 405.53, 406.88, 406.43, 405.53, 329.1870736],\n",
       " [1603804440, 405.71, 406.43, 405.98, 406.43, 233.67796064],\n",
       " [1603804380, 405.31, 406.02, 405.32, 405.98, 221.7508672],\n",
       " [1603804320, 405.32, 405.83, 405.61, 405.32, 189.3954981],\n",
       " [1603804260, 405.64, 405.86, 405.66, 405.65, 168.98029873],\n",
       " [1603804200, 405.49, 405.7, 405.49, 405.67, 264.02418895],\n",
       " [1603804140, 405.13, 405.5, 405.14, 405.5, 64.62181308],\n",
       " [1603804080, 405.13, 405.56, 405.56, 405.18, 77.20075188],\n",
       " [1603804020, 405.16, 405.53, 405.16, 405.53, 162.30024559],\n",
       " [1603803960, 405.01, 405.35, 405.19, 405.16, 267.37834119],\n",
       " [1603803900, 404.72, 405.19, 404.72, 405.18, 333.32054924],\n",
       " [1603803840, 404.66, 404.83, 404.66, 404.82, 74.93740549],\n",
       " [1603803780, 404.46, 404.82, 404.47, 404.65, 42.65892213],\n",
       " [1603803720, 404.01, 404.54, 404.16, 404.54, 76.8515203],\n",
       " [1603803660, 403.74, 404.25, 404.14, 404.17, 121.71136276],\n",
       " [1603803600, 403.98, 404.76, 403.98, 404.21, 228.05442756],\n",
       " [1603803540, 404.08, 405.08, 404.98, 404.08, 143.07077277],\n",
       " [1603803480, 404.31, 404.99, 404.33, 404.99, 80.95060421],\n",
       " [1603803420, 403.97, 404.51, 403.97, 404.48, 86.82798547],\n",
       " [1603803360, 403.96, 404.1, 404.1, 403.97, 17.50368946],\n",
       " [1603803300, 403.74, 404.29, 404.05, 404.19, 111.49223968],\n",
       " [1603803240, 403.79, 404.06, 403.98, 404.05, 293.99485222],\n",
       " [1603803180, 403.54, 403.8, 403.56, 403.8, 14.63771128],\n",
       " [1603803120, 403.44, 403.9, 403.53, 403.48, 92.43969643],\n",
       " [1603803060, 403.3, 403.64, 403.31, 403.64, 26.39536879],\n",
       " [1603803000, 403.21, 403.46, 403.21, 403.31, 68.25814417],\n",
       " [1603802940, 403.13, 403.18, 403.14, 403.13, 4.31798719],\n",
       " [1603802880, 402.93, 403.13, 403.01, 403.07, 61.60414227],\n",
       " [1603802820, 402.54, 403.07, 402.67, 403.07, 72.44983057],\n",
       " [1603802760, 402.38, 402.96, 402.75, 402.38, 21.47068101],\n",
       " [1603802700, 402.76, 403.26, 403.26, 402.77, 28.95191692],\n",
       " [1603802640, 403.1, 403.46, 403.45, 403.32, 140.0225499],\n",
       " [1603802580, 403.45, 403.78, 403.47, 403.47, 74.25642697],\n",
       " [1603802520, 403.45, 404, 403.48, 403.59, 521.21622319]]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import btalib"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "for line in data:\n",
    "    del line[5:]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "              open    high     low   close\n",
      "date                                      \n",
      "1603820460  409.62  409.77  409.77  409.67\n",
      "1603820400  409.69  410.14  410.01  409.75\n",
      "1603820340  409.89  410.48  410.39  409.93\n",
      "1603820280  409.99  410.40  410.21  410.39\n",
      "1603820220  409.79  410.22  409.79  410.22\n"
     ]
    }
   ],
   "source": [
    "dataframe = pd.DataFrame(data, columns=['date', 'open', 'high', 'low', 'close'])\n",
    "dataframe.set_index('date', inplace=True)\n",
    "print(dataframe.head())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "dataframe.to_csv('HistoricRates')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "              open    high     low   close     20sma\n",
      "date                                                \n",
      "1603802760  402.38  402.96  402.75  402.38  403.9605\n",
      "1603802700  402.76  403.26  403.26  402.77  403.8400\n",
      "1603802640  403.10  403.46  403.45  403.32  403.7650\n",
      "1603802580  403.45  403.78  403.47  403.47  403.7060\n",
      "1603802520  403.45  404.00  403.48  403.59  403.6585\n"
     ]
    }
   ],
   "source": [
    "dataframe['20sma'] = dataframe.close.rolling(20).mean()\n",
    "print(dataframe.tail(5))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "                   sma\n",
      "date                  \n",
      "1603820460         NaN\n",
      "1603820400         NaN\n",
      "1603820340         NaN\n",
      "1603820280         NaN\n",
      "1603820220         NaN\n",
      "...                ...\n",
      "1603802760  404.505333\n",
      "1603802700  404.413333\n",
      "1603802640  404.309667\n",
      "1603802580  404.226000\n",
      "1603802520  404.168333\n",
      "\n",
      "[300 rows x 1 columns]\n"
     ]
    }
   ],
   "source": [
    "sma = btalib.sma(dataframe.close)\n",
    "print(sma.df)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "              open    high     low   close     20sma       sma\n",
      "date                                                          \n",
      "1603802760  402.38  402.96  402.75  402.38  403.9605  403.9605\n",
      "1603802700  402.76  403.26  403.26  402.77  403.8400  403.8400\n",
      "1603802640  403.10  403.46  403.45  403.32  403.7650  403.7650\n",
      "1603802580  403.45  403.78  403.47  403.47  403.7060  403.7060\n",
      "1603802520  403.45  404.00  403.48  403.59  403.6585  403.6585\n"
     ]
    }
   ],
   "source": [
    "dataframe['sma'] = btalib.sma(dataframe.close, period=20).df\n",
    "print(dataframe.tail())"
   ]
  }
 ],
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