python-pour-finance/04-Visualisation-Matplotlib.../04-02-Pandas Visualisation/Visualisation-time-series.i...

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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Visualisation de Séries Temporelles"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import pandas as pd\n",
"import matplotlib.pyplot as plt\n",
"%matplotlib inline"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"mcdon = pd.read_csv('mcdonalds.csv',index_col='Date',parse_dates=True)"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": [
" Adj. Close Adj. Volume\n",
"Date \n",
"1970-01-02 0.209761 2825604.0\n",
"1970-01-05 0.213316 2210449.5\n",
"1970-01-06 0.214501 1951168.5\n",
"1970-01-07 0.213316 2728768.5\n",
"1970-01-08 0.213316 2242404.0"
],
"text/html": "<div>\n<style scoped>\n .dataframe tbody tr th:only-of-type {\n vertical-align: middle;\n }\n\n .dataframe tbody tr th {\n vertical-align: top;\n }\n\n .dataframe thead th {\n text-align: right;\n }\n</style>\n<table border=\"1\" class=\"dataframe\">\n <thead>\n <tr style=\"text-align: right;\">\n <th></th>\n <th>Adj. Close</th>\n <th>Adj. Volume</th>\n </tr>\n <tr>\n <th>Date</th>\n <th></th>\n <th></th>\n </tr>\n </thead>\n <tbody>\n <tr>\n <th>1970-01-02</th>\n <td>0.209761</td>\n <td>2825604.0</td>\n </tr>\n <tr>\n <th>1970-01-05</th>\n <td>0.213316</td>\n <td>2210449.5</td>\n </tr>\n <tr>\n <th>1970-01-06</th>\n <td>0.214501</td>\n <td>1951168.5</td>\n </tr>\n <tr>\n <th>1970-01-07</th>\n <td>0.213316</td>\n <td>2728768.5</td>\n </tr>\n <tr>\n <th>1970-01-08</th>\n <td>0.213316</td>\n <td>2242404.0</td>\n </tr>\n </tbody>\n</table>\n</div>"
},
"metadata": {},
"execution_count": 3
}
],
"source": [
"mcdon.head()"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"scrolled": true
},
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": [
"<AxesSubplot:xlabel='Date'>"
]
},
"metadata": {},
"execution_count": 4
},
{
"output_type": "display_data",
"data": {
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},
"metadata": {
"needs_background": "light"
}
}
],
"source": [
"mcdon['Adj. Close'].plot()"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": [
"<AxesSubplot:xlabel='Date'>"
]
},
"metadata": {},
"execution_count": 5
},
{
"output_type": "display_data",
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"metadata": {
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}
}
],
"source": [
"mcdon['Adj. Volume'].plot(figsize=(12,4))"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": [
"<AxesSubplot:xlabel='Date'>"
]
},
"metadata": {},
"execution_count": 6
},
{
"output_type": "display_data",
"data": {
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},
"metadata": {
"needs_background": "light"
}
}
],
"source": [
"mcdon['Adj. Close'].plot(xlim=['2007-01-01','2009-01-01'],ylim=(20,50))"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": [
"<AxesSubplot:xlabel='Date'>"
]
},
"metadata": {},
"execution_count": 7
},
{
"output_type": "display_data",
"data": {
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},
"metadata": {
"needs_background": "light"
}
}
],
"source": [
"mcdon['Adj. Close'].plot(xlim=['2007-01-01','2009-01-01'],ylim=(20,50),\n",
" ls='--',c='red')"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
"import matplotlib.dates as dates"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": [
"<AxesSubplot:xlabel='Date'>"
]
},
"metadata": {},
"execution_count": 9
},
{
"output_type": "display_data",
"data": {
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},
"metadata": {
"needs_background": "light"
}
}
],
"source": [
"mcdon['Adj. Close'].plot(xlim=['2007-01-01','2009-01-01'],ylim=(20,50))"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [],
"source": [
"idx = mcdon.loc['2007-01-01':'2007-05-01'].index"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [],
"source": [
"stock = mcdon.loc['2007-01-01':'2007-05-01']['Adj. Close']"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": [
"Date\n",
"2007-01-03 31.662754\n",
"2007-01-04 31.424580\n",
"2007-01-05 31.424580\n",
"2007-01-08 31.547276\n",
"2007-01-09 31.605015\n",
" ... \n",
"2007-04-25 35.098239\n",
"2007-04-26 35.531283\n",
"2007-04-27 35.329196\n",
"2007-04-30 34.845630\n",
"2007-05-01 35.466327\n",
"Name: Adj. Close, Length: 82, dtype: float64"
]
},
"metadata": {},
"execution_count": 12
}
],
"source": [
"stock"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"output_type": "display_data",
"data": {
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},
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"needs_background": "light"
}
}
],
"source": [
"fig,ax = plt.subplots()\n",
"ax.plot_date(idx,stock,'-')\n",
"\n",
"# EMPLACEMENT\n",
"ax.xaxis.set_major_locator(dates.MonthLocator())\n",
"\n",
"# FORMATAGE\n",
"ax.xaxis.set_major_formatter(dates.DateFormatter('\\n\\n\\n\\n%b-%Y'))\n",
"\n",
"ax.xaxis.set_minor_locator(dates.WeekdayLocator(byweekday=0))\n",
"ax.xaxis.set_minor_formatter(dates.DateFormatter('%d'))\n",
"\n",
"fig.autofmt_xdate()\n",
"\n",
"plt.tight_layout()"
]
}
],
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"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": "3.7.9-final"
}
},
"nbformat": 4,
"nbformat_minor": 2
}