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@cesarvargas00
Last active March 24, 2021 15:40
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{
"cells": [
{
"cell_type": "code",
"execution_count": 66,
"id": "resident-matter",
"metadata": {},
"outputs": [],
"source": [
"import nolds\n",
"import requests as r\n",
"import datetime\n",
"import matplotlib.pyplot as plt\n",
"import matplotlib.dates as mdates\n",
"from matplotlib.pyplot import figure\n",
"import numpy as np\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": 62,
"id": "attempted-perspective",
"metadata": {},
"outputs": [],
"source": [
"# Empresas para plotar\n",
"companies = [ \"PETR4\", \"BBDC4\", \"MGLU3\"]\n",
"# Quantos anos atrás\n",
"years = 2\n",
"calculation_window = int(42 * 4.2) # the answer to the universe life and everything\n",
"company_closes = []\n",
"for company in companies:\n",
" res = r.get(\"https://lorraine.oplab.com.br/v3/market/historical/\"+ company +\"/1d?amount=\" + str(years * 365 + calculation_window))\n",
" close_prices = [x[\"close\"] for x in res.json()[\"data\"]]\n",
" dates = [datetime.datetime.fromtimestamp(int(x[\"time\"]/1000)) for x in res.json()[\"data\"]]\n",
" company_closes.append(close_prices)\n",
"\n",
"entropies = []\n",
"for i, closes in enumerate(company_closes):\n",
" entropies.append([])\n",
" for j in range(len(closes) - calculation_window):\n",
" entropies[i].append(nolds.sampen(closes[j: j + calculation_window]))"
]
},
{
"cell_type": "code",
"execution_count": 107,
"id": "painful-demand",
"metadata": {
"scrolled": false
},
"outputs": [
{
"data": {
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\n",
"text/plain": [
"<Figure size 1440x1440 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.figure(figsize=(20, 20))\n",
"for i in range(len(companies)):\n",
" x_axis = dates[-len(entropies[i]):]\n",
" plt.plot(x_axis, entropies[i], label=companies[i])\n",
"# desenhar fibo\n",
"PHI = 1.618\n",
"fibo = 1.2\n",
"iter = 5\n",
"while(iter > 0):\n",
" \n",
" plt.plot(dates[-len(entropies[i]):], np.ones(730) * fibo)\n",
" fibo = fibo / PHI\n",
" iter = iter - 1\n",
"\n",
"# eixo x datas\n",
"ax = plt.gca()\n",
"years = mdates.YearLocator()\n",
"months = mdates.MonthLocator()\n",
"years_fmt = mdates.DateFormatter('%Y')\n",
"ax.xaxis.set_major_locator(years)\n",
"ax.xaxis.set_major_formatter(years_fmt)\n",
"ax.xaxis.set_minor_locator(months)\n",
"\n",
"\n",
"plt.legend()\n",
"\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "acceptable-century",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
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