From 46f046afb91457f02b25a195755cdbf9421890a6 Mon Sep 17 00:00:00 2001 From: DanielAguilar94 Date: Thu, 19 May 2022 15:36:55 -0500 Subject: [PATCH] lab-time-series --- .../.ipynb_checkpoints/main-checkpoint.ipynb | 1499 +++++++++++++++++ your-code/main.ipynb | 1270 +++++++++++++- 2 files changed, 2730 insertions(+), 39 deletions(-) create mode 100644 your-code/.ipynb_checkpoints/main-checkpoint.ipynb diff --git a/your-code/.ipynb_checkpoints/main-checkpoint.ipynb b/your-code/.ipynb_checkpoints/main-checkpoint.ipynb new file mode 100644 index 0000000..326cb61 --- /dev/null +++ b/your-code/.ipynb_checkpoints/main-checkpoint.ipynb @@ -0,0 +1,1499 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Before your start:\n", + "- Read the README.md file\n", + "- Comment as much as you can and use the resources (README.md file)\n", + "- Happy learning!" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "metadata": {}, + "outputs": [], + "source": [ + "# Import numpy and pandas\n", + "import numpy as np\n", + "import pandas as pd \n", + "import statsmodels.api as sm\n", + "from statsmodels.graphics import tsaplots\n", + "from pylab import rcParams\n", + "import matplotlib.pyplot as plt\n", + "from statsmodels.tsa.stattools import adfuller\n", + "from statsmodels.tsa.statespace.sarimax import SARIMAX\n", + "from sklearn.metrics import mean_squared_error as mse\n", + "from sklearn.metrics import mean_absolute_percentage_error\n", + "\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Challenge 1 - Loading and Evaluating The Data\n", + "\n", + "In this lab, we will look at a dataset of sensor data from a cellular phone. The phone was carried in the subject's pocket for a few minutes while they walked around.\n", + "\n", + "To load the data, run the code below." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "# Run this code:\n", + "\n", + "sensor = pd.read_csv('../sub_1.csv')\n", + "sensor.drop(columns=['Unnamed: 0'], inplace=True)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Examine the data using the `head` function." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " attitude.roll attitude.pitch attitude.yaw gravity.x gravity.y \\\n", + "0 1.528132 -0.733896 0.696372 0.741895 0.669768 \n", + "1 1.527992 -0.716987 0.677762 0.753099 0.657116 \n", + "2 1.527765 -0.706999 0.670951 0.759611 0.649555 \n", + "3 1.516768 -0.704678 0.675735 0.760709 0.647788 \n", + "4 1.493941 -0.703918 0.672994 0.760062 0.647210 \n", + "... ... ... ... ... ... \n", + "1746 1.797120 -0.562324 2.445889 0.824443 0.533154 \n", + "1747 1.814297 -0.569719 2.449655 0.817212 0.539396 \n", + "1748 1.830821 -0.578367 2.447967 0.809207 0.546658 \n", + "1749 1.849557 -0.586962 2.439458 0.800485 0.553834 \n", + "1750 1.869375 -0.596783 2.433775 0.790551 0.561984 \n", + "\n", + " gravity.z rotationRate.x rotationRate.y rotationRate.z \\\n", + "0 -0.031672 0.316738 0.778180 1.082764 \n", + "1 -0.032255 0.842032 0.424446 0.643574 \n", + "2 -0.032707 -0.138143 -0.040741 0.343563 \n", + "3 -0.041140 -0.025005 -1.048717 0.035860 \n", + "4 -0.058530 0.114253 -0.912890 0.047341 \n", + "... ... ... ... ... \n", + "1746 0.189844 -0.123211 0.909536 -0.379757 \n", + "1747 0.203020 -0.057641 0.723118 -0.437812 \n", + "1748 0.215288 0.343238 0.997236 -0.338155 \n", + "1749 0.229110 0.470144 1.227937 -0.332223 \n", + "1750 0.243315 0.291873 1.102207 -0.436925 \n", + "\n", + " userAcceleration.x userAcceleration.y userAcceleration.z \n", + "0 0.294894 -0.184493 0.377542 \n", + "1 0.219405 0.035846 0.114866 \n", + "2 0.010714 0.134701 -0.167808 \n", + "3 -0.008389 0.136788 0.094958 \n", + "4 0.199441 0.353996 -0.044299 \n", + "... ... ... ... \n", + "1746 -0.268367 0.006733 -0.064874 \n", + "1747 -0.102444 -0.060666 -0.229738 \n", + "1748 -0.085590 -0.030209 -0.087740 \n", + "1749 -0.048105 0.029555 0.060441 \n", + "1750 -0.065011 -0.042575 0.046052 \n", + "\n", + "[1751 rows x 12 columns]" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Your code here:\n", + "sensor\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Check whether there is any missing data. If there is any missing data, remove the rows containing missing data." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "attitude.roll 0\n", + "attitude.pitch 0\n", + "attitude.yaw 0\n", + "gravity.x 0\n", + "gravity.y 0\n", + "gravity.z 0\n", + "rotationRate.x 0\n", + "rotationRate.y 0\n", + "rotationRate.z 0\n", + "userAcceleration.x 0\n", + "userAcceleration.y 0\n", + "userAcceleration.z 0\n", + "dtype: int64" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Your code here:\n", + "sensor.isnull().sum()\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "How many rows and columns are in our data?" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1751 rows × 12 columns\n" + ] + } + ], + "source": [ + "# Your code here:\n", + "print(\"1751 rows × 12 columns\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To perform time series analysis on the data, we must change the index from a range index to a time series index. In the cell below, create a time series index using the `pd.date_range` function. Create a time series index starting at 1/1/2018 00:00:00 and ending at 1/1/2018 00:29:10. The number of periods is equal to the number of rows in `sensor`. The frequency should be set to `infer`." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "DatetimeIndex(['2018-01-01 00:00:00', '2018-01-01 00:00:01',\n", + " '2018-01-01 00:00:02', '2018-01-01 00:00:03',\n", + " '2018-01-01 00:00:04', '2018-01-01 00:00:05',\n", + " '2018-01-01 00:00:06', '2018-01-01 00:00:07',\n", + " '2018-01-01 00:00:08', '2018-01-01 00:00:09',\n", + " ...\n", + " '2018-01-01 00:29:01', '2018-01-01 00:29:02',\n", + " '2018-01-01 00:29:03', '2018-01-01 00:29:04',\n", + " '2018-01-01 00:29:05', '2018-01-01 00:29:06',\n", + " '2018-01-01 00:29:07', '2018-01-01 00:29:08',\n", + " '2018-01-01 00:29:09', '2018-01-01 00:29:10'],\n", + " dtype='datetime64[ns]', length=1751, freq='S')" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Your code here:\n", + "infer = pd.date_range(\"1/1/2018 00:00:00\",\"1/1/2018 00:29:10\", freq='1s')\n", + "infer\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Assign the time series index to the dataframe's index." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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attitude.rollattitude.pitchattitude.yawgravity.xgravity.ygravity.zrotationRate.xrotationRate.yrotationRate.zuserAcceleration.xuserAcceleration.yuserAcceleration.z
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.......................................
2018-01-01 00:29:061.797120-0.5623242.4458890.8244430.5331540.189844-0.1232110.909536-0.379757-0.2683670.006733-0.064874
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" + ], + "text/plain": [ + " attitude.roll attitude.pitch attitude.yaw gravity.x \\\n", + "2018-01-01 00:00:00 1.528132 -0.733896 0.696372 0.741895 \n", + "2018-01-01 00:00:01 1.527992 -0.716987 0.677762 0.753099 \n", + "2018-01-01 00:00:02 1.527765 -0.706999 0.670951 0.759611 \n", + "2018-01-01 00:00:03 1.516768 -0.704678 0.675735 0.760709 \n", + "2018-01-01 00:00:04 1.493941 -0.703918 0.672994 0.760062 \n", + "... ... ... ... ... \n", + "2018-01-01 00:29:06 1.797120 -0.562324 2.445889 0.824443 \n", + "2018-01-01 00:29:07 1.814297 -0.569719 2.449655 0.817212 \n", + "2018-01-01 00:29:08 1.830821 -0.578367 2.447967 0.809207 \n", + "2018-01-01 00:29:09 1.849557 -0.586962 2.439458 0.800485 \n", + "2018-01-01 00:29:10 1.869375 -0.596783 2.433775 0.790551 \n", + "\n", + " gravity.y gravity.z rotationRate.x rotationRate.y \\\n", + "2018-01-01 00:00:00 0.669768 -0.031672 0.316738 0.778180 \n", + "2018-01-01 00:00:01 0.657116 -0.032255 0.842032 0.424446 \n", + "2018-01-01 00:00:02 0.649555 -0.032707 -0.138143 -0.040741 \n", + "2018-01-01 00:00:03 0.647788 -0.041140 -0.025005 -1.048717 \n", + "2018-01-01 00:00:04 0.647210 -0.058530 0.114253 -0.912890 \n", + "... ... ... ... ... \n", + "2018-01-01 00:29:06 0.533154 0.189844 -0.123211 0.909536 \n", + "2018-01-01 00:29:07 0.539396 0.203020 -0.057641 0.723118 \n", + "2018-01-01 00:29:08 0.546658 0.215288 0.343238 0.997236 \n", + "2018-01-01 00:29:09 0.553834 0.229110 0.470144 1.227937 \n", + "2018-01-01 00:29:10 0.561984 0.243315 0.291873 1.102207 \n", + "\n", + " rotationRate.z userAcceleration.x userAcceleration.y \\\n", + "2018-01-01 00:00:00 1.082764 0.294894 -0.184493 \n", + "2018-01-01 00:00:01 0.643574 0.219405 0.035846 \n", + "2018-01-01 00:00:02 0.343563 0.010714 0.134701 \n", + "2018-01-01 00:00:03 0.035860 -0.008389 0.136788 \n", + "2018-01-01 00:00:04 0.047341 0.199441 0.353996 \n", + "... ... ... ... \n", + "2018-01-01 00:29:06 -0.379757 -0.268367 0.006733 \n", + "2018-01-01 00:29:07 -0.437812 -0.102444 -0.060666 \n", + "2018-01-01 00:29:08 -0.338155 -0.085590 -0.030209 \n", + "2018-01-01 00:29:09 -0.332223 -0.048105 0.029555 \n", + "2018-01-01 00:29:10 -0.436925 -0.065011 -0.042575 \n", + "\n", + " userAcceleration.z \n", + "2018-01-01 00:00:00 0.377542 \n", + "2018-01-01 00:00:01 0.114866 \n", + "2018-01-01 00:00:02 -0.167808 \n", + "2018-01-01 00:00:03 0.094958 \n", + "2018-01-01 00:00:04 -0.044299 \n", + "... ... \n", + "2018-01-01 00:29:06 -0.064874 \n", + "2018-01-01 00:29:07 -0.229738 \n", + "2018-01-01 00:29:08 -0.087740 \n", + "2018-01-01 00:29:09 0.060441 \n", + "2018-01-01 00:29:10 0.046052 \n", + "\n", + "[1751 rows x 12 columns]" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Your code here:\n", + "sensor = sensor.set_index(infer)\n", + "sensor\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Our next step is to decompose the time series and evaluate the patterns in the data. Load the `statsmodels.api` submodule and plot the decomposed plot of `userAcceleration.x`. Set `freq=60` in the `seasonal_decompose` function. Your graph should look like the one below.\n", + "\n", + "![time series decomposition](../images/tsa_decompose.png)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Your code here:\n", + "rcParams['figure.figsize'] = 18, 8\n", + "\n", + "\n", + "decomposition = sm.tsa.seasonal_decompose(sensor['userAcceleration.x'], period = 60)\n", + "fig = decomposition.plot()\n", + "plt.show();\n" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "decomposition = sm.tsa.seasonal_decompose(sensor['rotationRate.x'], period = 60)\n", + "fig = decomposition.plot()\n", + "plt.show();" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot the decomposed time series of `rotationRate.x` also with a frequency of 60." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Challenge 2 - Modelling the Data\n", + "\n", + "To model our data, we should look at a few assumptions. First, let's plot the `lag_plot` to detect any autocorrelation. Do this for `userAcceleration.x`" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "tsaplots.plot_acf(sensor['userAcceleration.x'].values.squeeze(), lags=30)\n", + "plt.xlabel('Lags')\n", + "plt.ylabel('Coeficiente de autocorrelación')\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Create a lag plot for `rotationRate.x`" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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AAIBclfHLe1EGuRqZNQ18lM9Dlr3tg9wH7zp2jeWmDs2fi70Ogtt79s6d6ev5XOKuxyxp+8OsLRDc9hI1hiK7OlBTASgOGQ8AACBXo9bloleDqL4flHW1fZTPQ5bOI4PoUuJnmrg2KBsp03WQ9hxkOVdJ12OWTg7D7vzir/K78kKKCp4N+3UD44zAAwAAyNWgvrwPuzXgoLcyZM1gGOVJVJZJ8sxUXY8/UG9vX6gYo8cfyK94aHBCH8VIXQGJZmtNT7542XlNxm0n8GU9V2mux7Rp+2VpNzno4FlZXjcwjthqAQAAcjWIdpVlqD4/6K0MWdPAy942NGpbgJR9vAuLDb1yqaG1zYLpa9bqlUsNTX/mrlxea9SE3ld3nBN/HK5r0tUJpp+uFnlfj2Xo/BK3PaSobU5leN3AOCLwAAAAclf0l/csrQGLMuj94L201ivrJCoqcDT70mXJSK012/5ZmmBS0deCa+JuJF2YOxLbhcHPfJCigw95nps8rseydVBwBc8kDT3wCCAbAg8AAGDklKFwYi+BgH4UmcEwiAln8DkmjGlnKPha690VFNIEEIq+FpIm9FHXQVBU5kMRx7vf67EMWURRogI0h+bPDT3wCCAbAg8AAGDklKH6/DC2MhSRwTCICWf4OcJBhziN5ab2zp1xHt+ir4XD9+3WC2++11HHITih98fz5IuXna8rOCku6nj3ez2WIYsorTIEHgFkQ+ABAACMnEFnG7iUdStDFoOYcMbVSUjD79Jw/PSSLr77oZ6dOdD+XZHXgl8/Iqp4pF+0MXgNxGU++JPiIo93P9fjKE3myxB4BJANgQcAQGZl2weMrafshRNHySAmnGkey5swHTUeolhJL7z5XkfhyF6vhYXFhk68dlXLzZYkadekp2ce2d9xv7iASVSmwg5vwnl7f1Jc1gl+0mS+TJ/7ZQk8jroynVOMPwIPAIBMyroPGFvPOGQb5K2XicQgVo9dz1ExRuvWdhQNDAYDolipKzsg67WwsNjQ7EuXO+pK3FhpafblzkKQScGAZmtNT5xe0i//yhXdvOXO6AhOisu6Wp/UQaJMn/sEHvtXtnOK8Wdshj12wzY9PW0vXrw47GEAwJbmquBer1V1Ye7IEEYEQOqeSEgbE8fnHjsQO5Ho9X5FjC3qdlGMpHfmH870/MFJ6s1PVp3BjeBnWVzHirTqoUnxII53r4LHaWfVkzHS8korshio1B04Gvb4s9rKK/78LUcRjDGXrLXTUb8j4wEAkElZ04SBra7X2gGDWD1O+xxpa0FkbREZXtmN01hu6tD8OX2w3FRt0pM3YSI7bqTht9wMKvNqvZ85krYYqP/zUVwtL9uK/6CDIPwtx6AReAAAZFLWNGFgq+tnIjGIbStpniPNWLPu5c9a2NLodnDixkpLXsWoVvW03GzJSF2FJuO4PhfLvk2ol2KgZe2A4VKmLh7DCILwtxyDNjHsAQAARsvs0X2qepWOn1HUCxg+14RhlCYSrrFWjJHRRhp41i0JWVdww4GF1prVnXds0/fnH9bzxw6qnvJ4Gqnrc3FhsaFD8+e0d+6MDs2f08Jiw3n/LLfNW6+r3qO0Wl6mFf+4IEhR+FuOQSPjAQCQSZnThIGtbBwq/Ue9Bkn6kR3bdOLR/ak+Z8Ip6zs3sxWS7Jr0dGMl+nb+ZNS1FSHMSPryg3ti61fErWoPextAXDFQ17YL/36jokwr/sMIgvC3HING4AEAkFnZ04RRTlu5kNsg9DuRKMP58Z/v5OtXO4IAy81Wqol31ITdq5jEOg1+Acjjp5cit1KEJ6PhY12b9GSt9FGzlal+hSu1f9jbAFxBrOceO6BTZ69FTtijMjzKrEyBumEFQfhbjkEi8AAAAAo37BXcvJRhch6n14lEmc7PzFRdp85e68o+SDPxjpqwt9asdk16mty+zVlY8oPlpk6dveas33Dzk1XtnTvT0fYz6ToIXytxz53mZ3E/dz1nmnFF3SYpiBWesEdleJRdmVb8yxQEAYpC4AEAABRu2Cu4eSjT5DxPC4sNPfni5a4U+mGen6wTb38y7ZrcL6+0tPi1h5wtBO+uVWMn9f5WjcZyU0+cXtKEpPXN30VdB1HXiqswZdSqdi8r4GmuzyzXsCuIVaYJe7/KsuI/TscUcCHwAAAAchW1ouqa1CW1NiyTcQiehPkTUde+/X73mGfJEAnedsJRSyBq4p1UbyF4v7iV5bjARdh66N/h6yDqWrFSV/DBtaqdZgU8fGxXbq0mXp95XcOuCXvZM4LKrCxBEKAoBB4AAEBuXCuqrgJ/ZvM+o/CFOy54EkzDH4XX4ktqm9jPHvO0q+sLi42umg5RQQfXJD3pNfj38yfFzdZau0hiPWELQRbB68N1rVht1JNImpgnrYBHHdt+xpVHEcNxzQgCkA8CDwAAIDeuFdUd3kRkqrndvM8oTEzi9ulbjeZEK27C2e8e8zSr60nZChVjtG5t7CQ97jXUAzUZgs+zZm379fmPGZ7sp+2G4QsGaVzXSr1W1YW5I6keL24FPCnYknVceRQxHMeMIAD5IfAAAABy45oELq+0nIX7imwZlydXq8egUZtoxbVNfO6xA5lfRzDVPs35TppAr1urd+Yfjn0+17aM4CT/0Py5yEnxydevdrzG4GT/0Py51IEHI+nwfbvb/y66WGDa90z4OYscV5qMoMP37db5t6+zFQPYggg8AACA3CStqOa92hreU17kxCa8Ij7qgRQpvm1iL0GHNFsVguc76Vi5ajr49RhcBRvDk2nX89xYaTm3+mQ5j1bSK5camv7MXR3Bi6LqHbjeZ7Wqpzvv2OZ8ziLHlSYj6Ntvvtf+2ShmCAHoHYEHAACQm6QV1TxXW6P2lKeZ2PRTAC+8Ih410dpZ9XRo/lzuE7siCvflORFNk/4fPt9xk9WoayN8zqOCDlHZGnHP48pQibtPlF6yXXo9p6732YlH9yfeP+8ihmkCQS6jliEEoHcEHgAAQG7STGTzmjynmegm1RToZ9U1avLnTRjdvLXa0X6x18fvmNAZKbibIM/V4vBEdGGx0VPgJC5DwEjtjJRTZ6/p+Oml9r9fudToOo+1qhc5iU5zztet7brf7NF9euL0UqZxp9laE+YHKvJubRnWS8AoTZAjayAkKhCUNfgwShlCAHpnrKN9UhlNT0/bixcvDnsYAACgBPbOnUk1wTFSu06AK0uhYoy+8cX7+6pp4Lc0DHZn8KUtKph19ThLscI0orZLpN164Tq2/hhdj/34A/WO7TFx22XSnvNwtwpJOnjyjciaDXHHMHh+a5Ne5LkNMpKeP3bQ2ZozXHei3wKUaaU5r72c+7jXIKVrl1vE6wUwHMaYS9ba6ajfkfEAAAByUcRWgLjnchUVDEtTU2DN2p4yCMLZAnvnzkTeLs2qbpptBL08btTzuM5TP50JkrbZuB77/NvX2xNPVxbAxXc/1Pm3r6deSY/KHjjx6P7UW33Cx+j5Ywc1M1XX1NffiA0+WEknX7+qZcdtBtXaMsx17J84vaRTZ69p9ug+nXz9auZzH/canj92MDFjJM+CmwDKbWLYAwAAAKPPnzA2Nosu+hO/hcVGYc+VJugQVVPAxZ9kJT33oflz2jt3Rofmz3W9PtfjpymgmaVFYpbHDYo6T8dPL+nphY1Jer+T4R3e7a+WtarXsVqe5rFdE+QX3nzPuXpuHGMJn8+Zqbqee+yA6rWqjDZW2qNW859euKLjp5cir+VnHtmvqldxPOOGGyst56DCrS2TbpOXuPPXWG5q9uXLzoBK3H3jXkPU8f7Kg3sSjz+A8UTGAwAA6Fs/K+V5PJe0sV3iS5+7J7arRdK+/bhJVpo9+VnaFYZX1bMUMnQ97sJiQydeu9reUrBr0tMzj+yPzWiwkl548z1Nf+auxK4kLlFp+p+srnc9RtJju46/K8Tkb6lw1W8IP19UYcU02yn8a9nPzHBtpWiPN2LAg2xtGZZ0fbXW3EG8uHOf9BryLmQJYHQReAAAAH0bZNq46zHXrdWzMwdi7+tPgp588XJkxkTcJCtNcCVt0b+oIEYWE0Zdq8ULiw3NvnRZrfXbr+vGSkuzL19ujy1uYu+n3EdNJA/ftzu24GSaY5Nmop0lAGOkdiDAdT4rxpUP0R2kkRS7jcI/dv5kemGx4Qx4hEXVnAheK43lpirGdGRp5Dlhnz26T8dPL2Uq+hi8r0vRbUMBjA8CDwAADMkgayIUzbVSXJv0cn+uXlflpdvHfM3aruKNSavNaYMraVZ5e9lW4fMqRqd+sbsQ5qmz1zqCDr7Wmm1PZuPqYnyw3IycSIY7T0RleiQdG/+4N1trqmyOIWoyHhWccBXZDJ5v12ty/TwqQyNJ+Pqamap3BS6iuIonhguJ+mNN290iy+fHzFQ9dZAkqFb1Bt6eE8B4IvAAAECfegkg5NnWsQxc5RaszT/A0muKelzxRlf7xqB+Ah5haTJB/Im5lG5FOWkff1JdDP91hCeSh+bPJWYzxB2bpxeu6IU332sf7zVr2+fLzxwIvr6oLhfhlpvehNHKrVXtnTuju2tV7XIEvnY5Al+9BH6irq+ogpVhjeWmDs2f6zhv4eyU8FlpttZ08vWrzuuxl8+PesbtPFWvohOP7k99ewCIQ3FJAAD60GtRxbjU9FH0kWPVd7nZyr3oZNoigWFxk81wPYIos0f3dRUWjAt4xBWiTApWmM3nO3X2mo5vrlQ/f+ygLswdcb7OuMf00/hd4l5HmkwP17E5fN/ujqCDz7/Wo94/r1xqaPboPr0z/7AuzB3RszMHOs53repJZmNbhH+fH368qspE97aKGyst/eQ/+LWu662XLUD+eIP8a7FWjc/sCV/3f//V347MTgmP3fU+6eXzI+ocxeml8GNS8VUAW9dQAw/GmH9hjPlDY8zvDHMcAAD0qtcAwiBrIgyCa9IbNeHNI8AyM1XXhbkj7clpmglS3LFNM6YsAY+kgFTSJLA26WUO2Mwe3ScvYvLtVeLbjiYFblzndsKY9nhcxyauBeYHy81U759wRoQx3cUQW+tW646J/EprXbMvXe44djsTAgVRXOdgZqqupWce0lce3OPssBF8XQuLDa20kgNdkpzXZC+fH1HnyJURUt/sSpHFIDvbID8EizAow95q8T9J+h8k/c9DHgcAAD3pNYCQZ9p+Gbi2P/TSPaIoSYUL04wp7X72pGKL/mOcfP1q1xaBqleRtcrcJcT/eVRXC1cXBn+l/vjppXZxyfD2h51VT17FdE3216ztSO+POjbHY+oK3F2rpqoNkbYIZ1z+QGvdto/dwmJDH30cX5fBJe4cPDtzQNOfuSu240VjuZmp1oLr+PT6+RE+R1G1LnrtrDHIzjbIx7ht+UO5DTXjwVr7byR9OMwxAADQj7g+9nGypu2XnWvFu97j8YnT6wrd4ft2x65I5xn0SROQmpmqa/FrD+mbxw52HTfX1pWk4Ii/+v79+Yf1/fmHtfi1hzQzVY+83rwJo5u3VjtWqI+fXtKX/+m/61i5Xm62JLvRSSOs2VrTky9edp4DV2aBv5Uk6f2TpRZDXAcLaePY+ROtmASQRElZBRfmjjiv+6xcxyevz49ety1FvQfHLYtrKxi3LX8ot2FnPCQyxnxV0lclac+ePUMeDQAAnXotdDiObehc2QB5rahKva/QLSw29MqlhnNVPO+gT5oV6fAWguePHexqsRh3/yyirreVW6td2RZW0oXvda8JxdUjCGc+BLs1uHz5wT3tMbmuj4XFRupiiFWvoscfqEfWk/DdXav21U3E528xibveoj4XsnJdk2k7hKQVvjaS2nm63oM7q15kh49RzeLaCggWYZBKH3iw1n5L0rckaXp6uo/4NAAA+esngLAV2tDlHWDpNZ07bsLZz6TNJSkglRRAcd3/8H27dWj+XOKxjOskcuK1q5m6G6QRXCVNM+Ge/sxdzgn04ft2p2pT6TOSHn+grmdnDkiSvv3me5G38wtdxj1Omi+aa9bqidNLOvn6VT3zSHQnlPB1n/S4RtJf+Oxd+v4fNWPPbfi68TuEHL5vd7sQadb3WNZgnus9uMOb6Npe1W+QcZwCs2U0blv+UG7G9pNrlscAjLlX0nettT+VdNvp6Wl78eLF4gcFAABKae/cmchJnJH0zvzDud+vH1ETJ8mdzSBtBEEuzB2JvH9UW8mqV+lKjXft23/8gbpO/8b7id0UXIyRdmxz1+0wSq6j4atVPX2yuh45xvBrTKNW9XTnHdv0wXJTtUlPP/y4pXD9xqpX0R3bJiIDGhNGumPbhJqhO3kVo9U1G5spk2ZrwqH5c87jUjFGX/rcPe3ASS+PEw6a+Mcy2JbUNXF3PWbwWgyKey89f+xgLsEC1zXcS6cNuHGckTdjzCVr7XTU70qf8QAAAODrdYVuGCt7aQr5hYVrQATvf2j+XORK8xOnl/TE6aV25oZrRfo7b70f290iibUbLRaffPFy5OPUJr3UmRRRk/9+xrjcbLUfM7x9JPj4UavyXsVIVl1BB78wZ1yBzLTFE+O2XqxZq1cuNTT9mbsSH8eVAh/VrjS47SQuiyFrun3ceymvLC4KVQ7GOG75Q3kNu53mdyT9O0n7jDF/YIz5b4Y5HgAAUG69FtUrQzHPNPUF4gIhSfuu/cmla/LfT9BBut1i8RtfvL+7UGXFOAtiZtHvGJPcWGlphzehWtVrF1O8c/u2yCyQye3bNDNVTwxONZabiUVOg0Uco6Qt6JclUBYVjIh6jqwFcgfxXqL2wOD00poY6MWwu1p8yVr7aWutZ639cWvtPx/meAAAQLn1WoW/1/vlKWnS5Hd6cEkz6ey3cKJLsOBjsC6DdHvynmUHh6v/RFTnjLzdWGnpo2arPTF31ZLwz1fURDvMD/o8vXBFB0++oXvnzujeuTOa+vob7YCEP8FzvcQ0k+qosWQ5ZFHPkTWQMIj3Uq/dggCUF1stAADYAsapUFvUFoY0BReHXcwzqf6BVWdXiPDryaNTQi/8LRySIgsbzh7dF7sdIUpUjGJj8mu7tjwUIbgFwVVU0p/kBotyxhW8bLbWugpb3lhpafblyx2P08+2n6jU+KjaH0mvKekxkz4fin4v9dotCEB5Db24ZBYUlwQAIJ6roOG4FhCLK6SYprBeXmOIm7QF20vGdU7wJ/hx52phseGssVAEb8LoUzu2aXmlJZmNOg9R45bUV6eMijH6xhfv1/HTS87jk7brRC+iijNGvT+eXrjSUx2KcNHQvK/Z4LgqxujBP7tLv/XeR7m854cVtBynYCmwVcQVlyTwAADAmHBNaHZ4E5EF91xV60dBcDIfJe1EMo9xJAUK0mQp+PdxvaakieuwffPYQc2+fFmttR47ZmijI4IrqOK//nvnzjgfY9ek5ywsmUa9Vs3UyjKLcPeUXjuWRHl64UpHIUn/vnkE3+h6ACALuloAALAFuCrBuyZKo1qoLc0E0FVYL+/JUlL1fVdByV2Tnia3b+uaFLq2LIS7XUgaaOZDnIox7TGdfP1qe/Jfq3r6/P2fTtUeszbp6alXr0S+nmCKfa3qRW53qFU9LX7toZ4zQtIE4dIUB3UJb3EIb1U4ePKNnro4LCw2uoIO/n2//eZ7qteqev7YwZ6ve7pLAMgLgQcAAMZE1kDCqBZq63UCWESgJan6vuv3yystLX7toa6fu/b/W2200/QDFP6kL8/Mh163MviT/PBkOu22hKpXkbXuwpiPP3D7cU88ul+zL13u6ELhTRideHR/ewxS93HxKkZ3bt+m5War63V6E0Yrt1a1d+5MbGZAr9ePVzGxtQkWFhuxBS7jthycOnst9pzFtdFMg+4SAPJC4AEAgDHhmrTWqp4+WV0fm0JtabpDpC2sl1V4ElhzpPf7z5VUSDBNyr0vPImcmarr4rsfRq5496LXx4hqEfn0wpWuQotRKsbouccOxBanPP/29fZ/uwohSuooMBq3zSAYEDGS1qX2OYybqCcVB42ya9LTM4/sj530x7XR3Fn1OoIo4fGlCQD0k6HQTyHMtKjlAGwNBB4AABgTrsKE/mrwqH+59ycocRPkesx++aRV56TjE97i0VhuRvYlDz5XXHX+qMd75VKjPWmOmvCFJ5Hn374eeTz6KcQ46U1oJUNniZufrGphsdFxvL7z1vup7vufVTe+isZN6v3Jdfgc+VsIXMcxqg7BwmJDp3/jdhaGlbQW6gPabK3pidNLOnX2Wsd1kKarSK3q6cSj0YEG1zUWFzy4tbrW1eWj2VrTideuJr4XgnrNUCiiu0TwOOyserp5a7VdG6TfDA0A5UVxSQAAxsi4rh4m1XUIF7zLchzSFtA7NH8uccXbSPryg3v07MyBjsePGovr8fx6A3vnzjiDCn6hQtdt/Mfxn7OfjhNZ+J05nsjQXtMvhOjK3KgY085OiCoY6irIuWvS69rOcvDkG7EtMaPGFnVdRT2fVzE69Yv3O4MOrmvM9Xh3bq/o5q18ttHUqp7uvKO7pkgaeX6mpC3QOcqFb4GtjK4WAABgaPKYuMRN+ut9TobSPnbcJD98nzSTprjAQpoOD3FjD4/hs0/96kBbcK6u20wZF36mStZtI7smPS2vtJz3+WaosGJcV4y4sYXPZ9rjnub2rqyCO7ZNZAqSSBvH44cfr3bVwJBRR8eRYXWmSBO8k7q7gAAYDXGBh6gMQQAAgFz4K5yN5aasbqdSLyw2Mj2OK1XcSLowd6SvCVRcGnpwvGn3tTeWmzo0fy7xNboeL22HB2kjFb7qVWJvI2mg3S9aGYMO0sY5eHbmgJ4/dlD1WlVGG5kOSW6stFSb9Jy/j6ufkGVsaX7W689npup67rED7dddr1X13GMH9FHGoIORtPi1h3TqC/d3PNandmzranPqb9nJw8JiQ4fmz2nv3JnE6z7tlo9RLXw7zrKcZyAKNR4AAMjBuG5x6Fde7fiKLHKXtBXBH2+aPf6+NHvVXSvdrg4PfiFGv66Bf73VJj3dsW1CHzVbzmuvPsDtFr3wz2OwM8belNkJcTGV8ER3l6MYaJqxhX+W5XpMun24I4gk5xaMCSOtR7xm12O5jmMenSmi6mvEXfdptv2McuHbcZX1PANRyHgAAKBP/azqj/sqUl7t+NKu7Pci6rHDolama1VPXsW9Kt9srenJFy/Hnts7tt3+KrZr0otd6V63tqOYon+93Vhp6ZPVdX35wT2SpOOnl7qe7/B9u2Nf3zC5zmPaoNJHzZYmveivtOFsiGce2R97ztKOLev12Mv167rP3/jcnkyPFRcM6VdcYDFK1GvyJox2TXod2R5MZssl63kGopDxAABAn3pd1d8Kq0h5ZSq42ijmcZyCj+1ajXWtJscVG5Rub3EIn9uoIns3Vlo6+frVxBadrustWB8h/HzBlpT9qEwYfeML9+viux+mapeZJK4LRNoMk7trVd38ZDWyE4e13dlIx/7LezKM3ep4RIeLrNdjL9dv3H2mP3NX6scqojOFL2tgscj3MYqTVwAZWxvFJQEA6FOa7gNRshaoG0VpO0aURS/jXVhs6PjppVR1DSrGaN1aTWx2aoiSVAwwbZFLX97bLPxCkP0GHvwimknBueCWko+arY5tBn4nibjjX/UqXcELY+K3aLgep9frtp+tWHls4ypqK9hW+AwD5xnpxRWXJOMBAIA+9bqqvxVWkYpY4SyynkYv4z119lrqQIAfbIgr9that7HtD7O2x2wsN7taUfajsdzUCzlkO1ipK8Mn6tz6E5uFxYZmX7qs9eCx2/xP1zGpGBOZMdHLulsvtUmk/jKb8sqKiqohkYeoTiTUaBg/RWbNYOsg8AAAQJ96/VJWZMHEQUkTBMhz0pM0EQuP5/B9u3X+7euZghRZx1tEoOijZktLzzwU+bt7/1T2DIY881srMdkaWQUn80nn9tTZax1tIqWNII2r8KdR/t08ejnX/RRY7eW+gyp0u7DY0CuXGh3XlpH0+APFBDkwPGyRQR4IPAAA0Kdev5SN+irSMGpUuCZiT5xe0onXrurmrdX2FoXGcrNjO0DU+BYWGzr5+tV2TYW4mgMuWTMQ0thZ9XRo/lzX9fT0whVd+N6HPT9uL10dgioTRmtRLRX64E/mkybZrmPcWG627+sHRXrJ8Ehzn16Cgv1kNmW97yDfk1Hny0q51RNBuRSVNYOtg8ADAGBLyntVsJcvZaO+ipR1NTaPYx43WVt2dINwjW9hsaHZly931FJYbrb0xOkl/dKLS/obn9ujZ2cOJL6Ow/ft1iuXGqnabKYxYTbG4b+exnJTT5xe0lOv/raaEQUUs5jcvk3PPLJfklK3Bg3aXjH6eN3mmkHhT+bjJtkLi43YwIAflOg16KDN+yRlc/QSFOwnsynrffNqX5vGVtgqBiA/BB4AAFtOmbpJjPIqUpaJR17HPI/sgsZy01kszbdu1c6WCHYQ2Fn1urIqXrnU0M/s2dlzJsI3jx3sKKDoykjoN+gg3T7uzz12QM89dkAnXruaKmCT1xjCQYFgho/r3NYmvUx1NPoJisQFLmpVr6f3aj+ZTVnvO8hgwDhsFQMwONFNjwEAGGP0JM+Ha4IR9fO8jvns0X2qepVM9wkzUurgxb986z099eoVNZabstrIRAhmSEgbr+PN37/R01gqxkiSLswd0TvzD2tye/FrQsEVcFcdiaJYbRx/aaMifrBLxOzRfZow3ff54ceruW9lSRpjWNWr6MSj+zM9zsJiQ4fmz+n46SXt8CZUq3oy6n7dcWam6nrusQOq16qp7pvlPdmvqPfiKG0VAzBYZDwAALYcUoTzkWU11nVs/eyDtNsugttTep2MZlkRX7dKtR2h1yKGa9Z2ZH4M6hoMPo+r3WZUdsIObyIyI2PXpKePW+upjpWVuw1fVPmIcEHJNJK2W9SqnoxRbL2LWnWjfWeabUFJ229urLRU9SqJ7UOjZMmKGmTdmFHfKgZgsAg8AAC2nK2UIjzo1pOH79utU2ev6fjppY7ni9sikXXbhT8RC2/fGKZ+Oj0EMxCKKFQZZcIYLSw2NDNVd05WH3+g3tURROquDVH1Ku26EWkDQlEBljwzjv7CZ+/S9/+o6RyLH1CICzzcece2VBkhUduIwi0mpeJqLQQNOhgwylvFAAwWgQcAwJYz6t0k0hpELYvgxCPu+aKOeVDWSdnCYkMnXrva1T4xbupf9Sq6Y9tEppoGabmCDoc2J8D+JNA1EfYn4rNH9+mJ00uZnz9r4GPNWj1xeklPnF5SvVaNDDK4CoTesW2i47jfsS37zt2oIF+WbI+kc/39P2rqwtwRZy2Pu2vVxOdLOx5Xd4d+HrMfBAMAlBGBBwDAljPsFOEisxCCBlnhPun5/LT6uBXxuElZ8JjtrHr6449bXWn5ExNGE+pMzfcnqPWEFfu4rImk38e5+sGfaOmZh9rjd/En4jNTdf3Si0uRWw5cjKQvfe4e/cu33st0P59fIDMYfDjx2lWdfP2qlldasdkO0u1OIBMmeqtEmCvIlzXb4ysP7ulolxoUDOS4goxJ2RlpM6CyBBPGMasKANIg8AAA2JKyrArmGSgYZEeNQdeySHo+/5jHrUJHCR8zV8bC2rrVmm6v/tdjzlX4fLomofXQ77O2alxutvT0wpXYdpvhiXjW4IGV9MqlRk9BB1+ztdYxiQ8eY/8a3eFNxAZgXM+/a9KTtUqsl5CUFRN0d62qZ2cO6LuXfxB5PQQDOZI7yOh6viwZUK6ASVwHDwDYagg8AAAQI+9AwSCzEHqpZdFPkMX1fBPGaO/cmfbjZd3qEnXM4qxZK2/CZBp73Jj6LWj5nbfed26DiAqOuIo9ulSMKbzORbO11tNzGEmLX0vXOcNVMyQctPG7khyaP6fP3//prt+HryVXkDF8XtMErKJkqZGR5T0+qMwoABgEY3sshDQM09PT9uLFi8MeBgBgC3Gtzruq8ifZO3fGuWL+zR4q3seJKr5Y9SrOdnxZb5/m/mH+40npt7rEHbM4tarXVRww7jW6xlRUEUsj6Z35h7t+nuX5vAnTU9eHQQm/T3qZTPv3ico4KcsEP+8gQb/vRQAYBmPMJWvtdOTvCDwAAMZZvxMC16TXNWlM4gpkSMVMLLK8/jyCLMFJokvWx3vyxcs9d4wwkmqBVP8JRxHGXZOeJrdva9eQMEbt+gYrt1Zjux/0KriNIyrYceK1q4mFMP1xD6ITRq3q6ZPVdC0zpe7ruZfJdPD6dZ27rEHA4GPWJj398OPVjuBNGSb4eQc8AWAQ4gIPbLUAgDFFmm4+2yTybr0Zt4+9iC0XWWpZ5FETYmaqrovvfugs+pfl8fzzFzXZ9CaMvIrRSms99jGs1BE0cAUwbqy02rcL1zcoyvLKLc2+dLk96Q1fn6fOXksMPCyvtPTMI/sLbytqJJ14dL8uvvuhc+uIVzG6c/s2Zy2HpG1G4c+s8DYL17nLcn2GPxOiAkqu9+EgP1MHXZ8FAIpG4AEAxtAgCxiWWR71FPJuvek/r6tl4jAnFnkFWb7z1vuJz5OGq7ZDxRid+sL97WM59fU3CslISLIrYrU8i5u3ooNPT754WVK6a+HuWrV9HE6+fjXVcciauSDd3t7wyqVGRwAg3DUk7n0VN5mO+syKC14FZbk+09YLCY910J+pWd+LBJoBlF32xssAgNKLm3BvJXmt4D/32AHVa1UZbUyw+k3Dnpmqq+6YQPSSSbGw2NCh+XPaO3dGh+bPaWGx0dO4Zo/uU9WrdPyslyBL3LaILI/nOk/r1nYc/2ce2S+vYjKNsV9G0iettULqK6xZq6devaKdVS9xDP6xnJmqa/FrD+mbxw62r9Vdk17XFz1vwujEo/vb17S0EchJUq9VIz9X/KDDhbkjzroh/rU54Xieux2PnUbW6zPtez/8Phz0Z2qW96IfFGksN2V1OyjS6+cAABSBjAcAGEOk6W7IawU/y3aFtPLKpOhlJda1OprUejDp/r6KYy++1DlZSxqfa0ofPn/hcbtqAfRj0ptQs7XeHpOVErd59KPZWtMOb0JVr+KckO/wJnTx3Q+7zoVfA2BhsaHZly9rfS1wLDbn/uFrOq72iCQdvm+3XnBkILg+V8LXZtQ58a/5444MoCgVY7RubU8r+67PhKgxBRX5mRr3fkqTxTDITjlbGVklQH8IPADAGMq7LsGoynubRJ6yTCziZJ10JAUqkoIsaQIdX/rcPbFp8nHBEX+y3FqLDhz4bTLDguNOeowo4W4J4d9t31YpNNAQ5cZKS7smPd2xbULLzZYmjBRMsGi21juOc2O5qeOnl3Tx3Q/17MwBnTp7resYtNasTr5+tauWws1PVmPH8u0333MGlFyfK3FbZcKBg7StSvst/Dh7dF9HXY0w15aRoj5T07wfkxBoLh7bF8uFINBoYqsFAIyhvFLmx8Ed227/qds16Q29Wn3QzFRdF+aO6J35h52p6kmyTjr6TRlPc/9nZw7oKw/uiU3hdz3nydevxgcMNh8ybnvJzFRdd27Ptrby5Qf3OH9ntdERYxhurLR089aqvnnsoD69M3mSayW98OZ7WlhsOK+BGyutjrT8b7/5XmIRSyk+YyGK6/nXrNXOqqeVW6s6fnpJh+bP6fB9u5Vms0z4/Zt1m9HMVF2f2hF9bcRtGSnqMzWPLRyu4MdWCzQXie2L5cHWotFFxgMAjKG8VtP7MewViajWfR8PeMV6ELKuxPa7Ouq6XWO5qc8+9atas1YVY/Slz92j7z3385LcLUkby03tnTvTcX0kFUdsrVn98q9c0bpVx+rj7MuXdeK1q+2OCmkm0j5jNoIl59++7mxh6D9PWK3qZXquXvhZCsspC2habbz302wr6EXarQ5xzx/uHPLKpYb+wmfv0oXvfeh83nqgkKbU+yq06zg2lps6NH8u8jOrqM/UPLIVypzZNS7IKikPthaNLgIPADCmiqhLkFYZ0lK3ypeTw/ftjtzWcPi+3R3/zlo3Ieq+SfUT/J+vWdse07MzB2InoP6K1ROnl3Ty9avOMQRFdYNordn2ZLax3IzdOtE1Bhtf4+Dwfbs1/Zm7urZveJWNQo1ptwkkMWZjLFFurLRUzxBI+GC5qeePHSykzeaatfr+/MOJt0va1hDUbK3p+3/U1Fce3BN5PUdtsen1Pe66Ho1uB5eiPrOK+EzNYwtHGQLN447ti+VBEGh0sdUCAJC7MqSljsOXkzRp5Offvh553+DPg6mpUeJWR8NprVmKNvptNaPS1KPk2RLTSqlS931xE/rvXv5B5BaQtc1MhNyyChIO7c1PVlN37/DbbIY7stQSOmWkkaYLhhS/rSHKB8tNPTtzQN88dlC7Jm+Ps1b1OtqnBm8fxc++eXrhSuTvo67HqEDVID6z8trCkce2LbixfbE82Fo0ush4AADkrgyT/lFfoYrKGglvJ5g9ui928uUHKp588bIzYBAsphe1PabXNofS7SBFeEU2/waU0azy2Qrhuv+68g2W3F2r6sbNT5xFLJebLXkTRrsmvcTnDbbZjNue0Av/vKbZTpV2e4h0+72ZNrMgLpMmnHUTFJUh4Hqcoj+zyFYYDZyn8mBr0egyNud2U0Wanp62Fy9eHPYwAAAJXGnrfvG2QYiaYPVbEX+QktobShuvZ4c34ZyEehUjWTlT3Y2kdzZT5l3Hq58JasWYdp2HoDSvLS/ehNGndmzLNUBQBP/aPPHa1cRASVzNCWkj2LL0zEPO+4cDBofv263vvPV+6myWWtXTiUf3p3p/pT3XRhsFPsNBgjhpgiiuazCsDJ9ZANIZdg0puBljLllrp6N+R8YDACB3ZViRGPUVqjQrrc3Wmu7YNuEMECS1k6xNeu1ielG1G/qtDfClz90T+fOo66MorXUbGXQw2qipkKL8QOEqxrQn7MdPLyXevrHsroUwIenEo/tj7x+VUfBCTPvTMGPS1VdYWGwktun0WUmvXGpo+jN3pX6PBt/jcZkPaRTxmTXOk6NRem2jNFakM8waVugdGQ8AgELwZa8/WVaKnz92UE+kmLAGJWVD5CGuAOHCYiPV6n5RshSfLJuKMfqxnTsir49dk54Wv9aZ7ZDmvZglC8Wv8BB1/PwsmqcXruiFN9/LfIx7zTDwO6qEpc14kPL9zBr1jKs4o/TaRmmswDiIy3iguCQAoBAUO+tP2oKMfhHBeobaFRVjdOf2bZmCDhVjZLQxsfUmkosLGim2r/rMVF1Lzzykrzy4J3WxwjwVHXQo8iWtWevMiLmx0uooRJq2533a603auObiCrwtLDacQYeqNxF7vnutqeDKrnH9PErwM8uvbxJX2DVOGQrsFmWUXtsojRUYdwQeAAAjL033h7ILvwZJHR0Joib8wVTwqImjVzGR9/nGF+/XRxkzDdat1TvzD2vxaw/p1Bfub4/L1SXBSolf7hcWG3rlUiNTp4xhqFW9js4Q3zx2UN88djA2AON6SXnEI+oxE3+pM7jgmng9+eLljvdLuANGnNmj+5xV/g/ft1tPvnjZGdj5uLWu7z33885AWa/FX5+dOdARxKoYo69krBnhSxusiTOoArvD+OwrQ/HgtEZprMC4o8YDAGCkRXV/eOrVjTZ6Zc6yCKZ176x6unlrtV2TwX8Nzz12QBfmjrRvG6xVUDFGjz9we5+rq6ZF1M9mpuqx++KjBCeE4f21986dibxPY7nZriERlbreT8eMQal6FZ14dL/zWjr+4pIzyBDFaiNw0Gt3j2CwKa5Ohr+q65pg+cGe8PvFf51TX38jsjbGpDfRdQ6DRSqTAkn+dVRETYVnZw70FGgIS1O/IskguuoM67NvlDoGjdJYgXFH4AEAMNLymCQMWnjCEFXnIJgOHDXBXLO2qxifq+BW1M8O37e7Kx2+6lX0+AN1vXKpkWlCWI9pR+j/PGpSVMZVR78LxvJKK9U+/20TpquIZ1wnjWANgyx1PPyARVTwJq4VZFyrSF/U+8XVBrMZaPUZvt4OzZ+LDSQZdbb59MefVx2YvGo05LFKPogCu8P67CtD8eC0RmmswLiLDTwYY3ZI+rykvyjpbklNSb8j6Yy19mq/T26M+TlJ/w9JFUn/zFo73+9jAgD6N0qFIUcxlTbtSn9juRl7214nGf4Wh/C69M/s2alnZw5o+jN3xZ7/qHaM4WBFmvHWJr1StbmMmtjHOXX2WmTnkE/t2KZnHoluNzl7dF/7+KUJOuya9PTMI9EZF/7Pjp9eisye8M9dmg4i/vvFH5srZyFupTjuPee3ywy+jjwr0+e5+p/HKvkguuoM67NvlDoGjdJYgXHnDDwYY05qI+jw/5P0lqQ/lLRD0n8haX4zKPGktfa3e3liY0xF0j+R9Fck/YGk3zTGvGat/fe9PB4AIB/DSN/tJ9Axiqm0aScGRkqcnAYfK+o4St1ful3BjAvf+1BTX39Dzzyyv70q7z/m8dNLkUGGxnJTr1xq6PEH6vrOW+8n1msIjrdMpR2iuikkHU/X8G+stGK3vmRpJfpxIMMgSlyQ4OYnqzp+ekm1SU9GVisxj+UXhUwa2/LKLR08+YY+anZnhLjeixVj9I0v3t9TgCzt50Keq/95rZIX3fJvmJ99o9TOcJTGCoyzuIyH37DWPuP43T82xvxpSXv6eO6flfQfrLW/L0nGmP9F0i9IIvAAAEM06PTdfgMdo5hKmyb9XUrXecGfZEQdx9mXLktGXbUj4iaWN1Za7eMvqesxo7oVNFtrOv/2da2niCQEJ0VZC1wWaeXWarvIoqSudpBRx9PF7+gRNeFxbUdwtff0C0H6gZ/w5DsuiOVv4UnKKvHfL2kycW7eWpMU/V51vRd7aV2Y9XPBdRwaCYG5uEySsq+S5/HZN0rZbQBGmzPwYK2NrhR1+/d/qI0siF7VJb0f+PcfSPpcH48HAMjBoNN3+w10lHmS4PpSnzb9PUlwkhF1HKPaZTZba6oYE5uZEKwvEX5M170ay83YWg/h8UrpAzCD4AdcLr77oc789g8iJ+tp24/6HT0uvvthOwtkwkh3bJvoqJEQvo+LqxCk1P8xNFK7SOnx00uZ7x98r+b5Xsz6ueA6DsG2rlkCGcHXE876KcvnS7/He1QL8wIYTT0VlzTGfMta+9W8B+N4rq9K+qok7dnTT4IFACCNQafv5hHoGFYqbdxqYZov9cH73vxkNbLIpEu4HkGW45WmfWVjuZmp9WPFmI02iy9djpygT3oT2r5tQsdPL+nU2WvtloxRt/cqRqd+8X5dfPfDyAyLojRba7k9X2O5qW+/+V773+tWzqCDpHZ7ybSFIKXbhSVd2RJpWEnn374uqfcgRvDay+u9mPVzYfbovshaF8G2rr0EOAc1Oe818yD8WeK/1jT3HcXCvABGV1yNh7tcv5L08zk8d0PSPYF///jmzzpYa78l6VuSND09XaLdoAAwnga9dWEUazRI7gnJxXc/1Pm3r0e+pvDqcLhgY9osCGPUNckoIntgZ9VLHQxpBzMc0YqV1nq7xoB/rB5/oK4779jW8Rx+MUVpY0I86D/8w/iikbZFpi+8Zcaqs/NF1iCWf930momT5b2adoLtvJ6NtHfuTNd9Z6bqesKRsREXlEsK2A1ict5PcKOf+w6rOCXbO4CtKS7j4bqkd9X5FcL/2/anc3ju35T0E8aYvdoIOPx1SX8jh8cFsEXxZSYfg966UIYaDUnXTtTvXROSpBVz15f6mal6R2p+HP/XwUlG1HH0JkyqmgQuWTMwXF0eokQdq6pXaQcd8tiK4rK9YnSrx2OSRpYMBFeLzA+Wm5pwbImpGBO5BaZW9SRtnLcsY6iYja964fe+THIBUG/C6PB9u3Vo/lzi50WWSfLs0X2affly1/UUde3793Vt9bk7JpskKWgSVzvi0Py5XD4b+wlu9HPfYQR92d4BbF1xgYffl/SXrLXvhX9hjHk/4vaZWGtXjTF/R9JZbbTT/Bd5tOgEsDXxZSZfvaRL55UqPOigUdK1E/V7V/tCKXmyFywGGdWSMs02iCB/kuF3ZHB1YSiyloIfKMpaIyCqSOWJ167qzju2FRZ0kKS1+EYRfQtmICS5+cmq83c/smObbt5a7Zh8V72K89gsN1vtYFE4C+Lwfbs7tn4EBa+54Hv/J//Br8V2wpA26l6c/s33uwqY+o8VlGWSPDNV14nXrsYGv8L3PXzf7shgliubJE2AMy6TKK+/M/1kHvRz32EEfdneAWxdcYGHb0raJSnqr9R/l8eTW2t/VdKv5vFYALY2vswMV9rAjys4Mcx2Z0nXTtTve10r9ypGNz9Z1b1zZzompq5uEWl9sNyMDfzMTNV1aP5cIcEHf2uEf6z6fY7g5LkoWYM7k96EWms2dXHJWtXTn3yyqrUUt19utja6ZWwKvo+Wmy15E0a7Jj0tr7Q6sm3SdkUJtgl1bQGqR6xwLyw2EoMOvnBWguuz1zXmqEnywmIj1XXg33dhsaFXLjU63kPBwpm+rAHOpO0nefyd6SfzoJ/7DiPoO6ztHQCGL66rxT+J+d1/X8xwAKA3fJkZrjSBn7JmpSRdO3ldQ7smPf3w49WOFemgfhL/a5NeZFbGxXc/1LMzByS5i+/1qmKMvvS5e9qP7z9HkVskBmVic4tBcCIWDOzEHcOqV5ExShV08LXWrZ588bJ+ZEd3pkdr3Wpy+zYtfu2hjp+nPc7B6zfLCrdfP6RX4ffNwmLDmQUSniT7nxVp+Pd1BQj9wplSb5lcwcl5lsBJFv1kHvSbtTDooO+o1vQB0L+JYQ8AAPLg+tLCl5nBSBP4iQtODFPStdPvNVT1KvrmsYOa3L4t9Yp5Fl7FaHmlFTnp+vab72nq629oYbGhmal6roUT16zVK5caenrhig7Nn9PeuTM6dfaaHn+g3q41MKrWrfTO/MPt7AL/tc0e3ad35h+OzBCQNoIxzz12QMsRrTiTrFnrXOEPv79mpup67rEDqteqMtrIWNg1GX3Mg9dv1P2ee+xA5MSz38m0lfTZp35V986d0aH5czr5+tXI689IXZPkqM+KKMEJdlwthr2bY/DbamY1M1XXhbkjzvPe72dElvOS532HYfboPlW9SsfPBl3TB8Bw9NROEwDKpgwFCreyNKtYZc1KSbp2sq7i16qe7rxjW1fqctb6B3EqxmjdWtU2syjiAgo3Vlrt1eNdk55uOCbFlQmj9XWbKTjRbK111A0It5AswqQ3kXoLQD/iMnRc14w/4cu7pkbUxDZNV5Soz8C0K9xpu6RMSKpUTGRRUX9LS9zjWHVnPMV9JtSqnj5qtrq2BcSN1yqfDKsi/870k3kwzK1qWQ27pg+A4SHwAGAs8GVmOPz088ZysyuNOvyFvKwptknXTjjVOq5oYNWr6MSj+7O1BwyoTBj9yGZ7ybjnWbdW78w/rEPz55yBhKBma00nX7+qH34cXcjQr2EwChskmq11Z/eCvNSqXmyGjquQp3/e89xyknZim/dnoKtLyvZtE7p5a+NntaqnE4/ubz9vL+ckKovA9V4J1qtIM96wfusx8HcmH6MUKAGQH2NTFlgyxuyy1t4oeDyxpqen7cWLF4c5BADApqgV1mAV/aiWlHGrxGmfc9hf+oPBlgmzkZYv3Z6EucYT9fqjBLMZlldakcEHfwK2d+5M39sn/AyNIifyaaTtAuFfW0XVkvAmjE594X5nPQyjjW0YSYLXqqstZpKka6poWd9vWa9H1/u/18+KNHU40p4/jJ4y/H0AtjpjzCVr7XTU77JkPPyvkn4mnyEBAEadq5iba1Wy39XCshSn9J8rPDH6ZDU+/T/8+l0TI3+CemOlpcqE0YTUURsiuAKeNh0+zkfNlj4quItEkoox+sYX79cTCdtRgq99hzeRsg7AhJopt2YEA2YnX78amU1iJR2aP5d47QZXdffOnUn1/GF33rFtqBOnrCvTSdejaxtS1PNK2T8rguN1dXEZdoYVilGWvw8A3LJkPCxaa6cKHk8sMh4AoDxcq5tFrSi6JhJx6dd5iFpFc6WV75r0NLk9eWIluV9P2J3bK6pNbo98zIXFhmZfutx30cpKjyvyefmJP32n/uDGx7GBhHqtqsP37daZ3/5Bqu0lvlrVU2ttvb09IO7x/esozXH1V+Cl5Amy61zXql5sy8hRW52Py+rJmt1UxFgGPQYMzrD+PgDo1HPGgzHmb/r/KWlX4N+y1v7P+Q0RADBqkmo25J32OozilK5VNNcE+cZKqz0pTlpxS7td4OatNdUmY25gOv/pOQr9xRlm0EGSfu8Pbzp/F5zgz758OfNri5vYB4U7sCQFc5qtta7tGP45v/juhzr/9vX2tX/4vt165VIj8lzHFfwctdX5cD0UP6AVtfVqkGMh9X78lbV4MYDbkrZa7A389x2S7lX6bZgAgDEWV+G9iLTXYRSndBUYTJshEFfMLu3WC+l2V4DGclOzL13WydevanmlFVk7oLVmneO7c3tFK7fWcv8jbiR9+cE9+pdvvae8O4b6K9RTX38jc9AhOL6ke6bpwBIW9ZjN1ppeePO99u8ay029cqmhxx+od2VrLDdb8iZMR62QoMP37U41jjIpU+HAMo0FxSpr8WIAt8UGHqy1J/3/Nsb8grX268UPCQAwCuJWFA/Nn3N2BCiilV0e2RVRj+GagK5Zq6pXSVVjIG4SG5wYHTz5RqrV+da6bU9eXcGPqPFVvYq8yoSK6F1hJZ3+zfdzDzrUa9X28cmyvSLIGCkpRpS2A0ta4adrttZ0/u3rmty+ret1tNatalVPn6yuddWieOVSQ9OfuUvSaK/cU/RvcLbqsaalNlB+WYpLmuSbAAC2kqgVxYXFhnPS5pqEp/my7Ap0SOo7u8KVobHTsQffrzcQXNl2SbviduLR/bnUa5A2ajY899iBrmOVVLyxH71mI7jkMWlI2nZipI7rLdixJG9xAaiPmq3IYIffBvXj1vrIFs2j6F8+0nxGbuVjzdYaoPyyFJf8KWvt7xQ8nlgUlwSAcktqGRlV6KvfInB5FBVzPcauSa9j0hccW5YJato97mnaAab1/VBRwoXFRqGBhzz4rUR3Vj0ZIy2vtNoTiOMvLjkzF6K2Kuya9PTMI/ud5yl8faRtd5rEta2jvhmAco0l6zkflaJ5FP3rX9rPSI41gGGLKy45kfZBhh10AACUX1RNBJ9rBdtVR+HU2WupnjOPomKu2y6vtPTcYwdUr1VltPEF3v+yn+XxG8tNPXF6SffOndG9c2c09fU3tLDY6LrdzFRdF+aO6J35h9sT1V5E3Tft8Rymb3zxfj1/7KA+WV3XjZWWrG6v2satk0QliXy8uW3BVSch/PO4azctY6S/8Nm7ulJE/Ws/biy1SS/TcxWRlSFtTHIPzZ/T3rkzOjR/LvI6zaLf92fe4xlFaT8jKbAIoMyybLUAACBW3BdcVwZDmi/LcWnGrv34E8Zo79yZVCm3cYXJXAXq+qkDcGOlpdmXL0vqTIEOvs6sE9GgxnJTh+bPdbzuMkw+7txeiW1reersNa3cWo2cZGWVFLw6//b1jn/ncXyslX7rvY+6MheMbGy2yfm3rzsDK3GFMZ9euKJnZw70MNJoeafqLyw2IgugSum2IG3lrQNBaQMKFFgEUGapMx4AAEji+oIbLBKY9j7BtpxPvXpFjc1UdH/y4a98zh7dp6pX6br/mrWRt48S9RhJNQYO37e7r+JHrTXbMTF+euGKjp9ear/OuGKKFZP8zOHXvbPaeyBD2tjO0K+VmKCDtDHmXotIuh7PNWnzgzP+Sno/gR5fxZjIIMlKqGhk2AfLTX3kKCwat/3iO2+9nzimLBkD/WYfhZ/3qVevRAYd0tbvyHM8oyzpM9LXy+cYAAxKYuDBGPOFND8DAKCXL75J90mafMxM1Tu2Q0RNypMmK+HHCG6piLKw2NArlxpdk8I7t3cHQOL4k+KFxUaqQpW+B//srshgS5j/uhcWG/rjj3uf0FeM6TtwIeXbi9tIumNb/NeYijHOSZuROoJZP/x4VV6l9+hK1aukarEa5e5a1Rn4iNtyk/R8cUG7qIBEXJAm6xYH19YVv/BpmowFtg5sSPu5mvVzDAAGKbG4pDHmt6y1P5P0s0GguCQAlF8v7dzi7rN37kzkhNVIeidUQLGX2/ciroiblH7/vd8d49tvvpfLuFwmvYnEVfckcSn/VW9Ct9as1hI6clQcafdF+uaxg12F+VyvpbYZXEnT1jSoYoy+8cX7e+qIUfUqevyBuk7/xvtdHU28itGpX7xfT754OfK4VYzR9577eedju67Tjfad3UVT79g24XztWQq+Sr29D8OfAyu3ViMzYLZiscSt2iYTwGiJKy7prPFgjPmrkn5eUt0Y8/8M/Oo/k7Sa7xABAKMgbdvLrF+I4+6Tdd9y0u37/QIf1y60sdyMnOhG8SpG9/6pauFBByk51T9JXEDF7x4x+9JlJVVi2OFN6Nbqei4tQ9MIbvHxgwJxwY+Pmi29M/+wFhYbzsl+lHVr28+TpTNGsO1p1DG5c/s2zUzVdfHdDyOvky997p7Yx3cWTY0ILjRba9rhTajqVSLH72fPpH2vZH3fRtVz8CZMV0vUcd864Pp86uVzFQDKJC5H8QNJlyR9vPn//v9ek3S0+KEBAPqVZ0X4pFoLRcm6fSPu9v2+Bv/+Ln6ifjjd+SsP7mmvpksbk/VTv3i//rfvfZjqeYfJSO2ODFHdGvyWlWmCCTdvrUlmI0PCpepVtCuHegvBa2Rmqt6+LuKCCf6keGaqrvUMmRnB+wXPfa3qObdvVL2KvvHF+2M7pPh1H56dOaCvPLinvY2oYoy+8uCexMKSWYsK+l1cXLJsccj6vo3amtFat7pz+7Yts3VgWJ+xADAIzowHa+1lSZeNMS9Ya/Or9AQAGIi8K8LH1VrIcyIQteLnrwqnyVIIrnCHb39o/lxfryGp5aLdvM2FuSNd3SrOv31dHzVbuntze8Wps9dyrXlQFCvp5OtX9cOPVyPGu/GTLNsLWmtWq2udj+RvfahvnispW+ZAWD3iGkk6d+FJsWvFPrxNI3y/8Mq0fz0Hsy3C40uTHfDszIHMHSxmj+7rOo5Vr6Id3kTkFga/i4try0iWQEbc+zBKXPBl6ZmHUj/vKBvUZywADEPcVovXJX1L0v834nd/VtLfkvR9a+2/KGx0AICepfkSm2XbwSAKvbmCJc89dqBrT3fU2KXOic7zxw52vJ5+X0Oa2zWWmx1tPCV1vaZBbK/IKq6Gg6vTRLO1rl+KaRPpEn4eP+gQPsdxLShddk16kfv/485dVKDCNWl//IG6zr99XR8sN7Wz6skY6fjpJZ06e8259Ui6fV1mea5+txT42zS+89b7WrNWFWP0+AN1TX/mrtjny2s8WbYH0AqSYpoAxlvcVou/LekvSnrbGPObxphfNcacM8b8vqT/UdIlgg4AUF5JX2KzpvW6uhrkOTE4+frVVO3zosY++/Jlzb50ueNnT5xe0tTX32i/prRt6VzS3i54PKNeUxn1mn3RX/WI28LX68xUPbajQ5TKhJG1itxaFNfqNZyh4j9/VIeAZ2c2gmDPHzuoT1bXdWOlFfv+SfM+66WrSpotVH73FX97yZq1euXSxm3jnm8Y3RFoBdn/5xMAlFliVwtJMsbcK+nTkpqS/ndr7UrB44pEVwsASC+u88KFuSOJvw9aWGxo9uXLHUXeJMmbMDr2s/e0V4D7qba+sNhwrnCHK+G7xu7iV+SXulP4w2n+cZO9E69dzdzxAOm4rrukLRcVY7RurWqTnn748WpHrQn/3PpbHKK2SfzMnp168/dvtDMCvvS5eyK3NIQzbG5+shp5LYRfR5b3WRpRx8TVcSLpucvWKaFs4xm0LOcWAMqop64WgTv/XyX9f6y13897YACA4iSlS2dJ6z119lpX0EGStm+b0CuXGrnUkQhnNQSFV/yyph77WRP+RM/fwx6ciMaNPc0EGP1ZubWqhcVGx7H3/ztuy4VfM+HmJ6tdBS5t4Db+v4OBpnv/VFUXAgU+16xtb4MJBh+itgC5hK/NvNPns9QBiHvuvGvApJEUWOi3c8OoBy6y1sUYJaN+bgD0L26rhe/PSLpojHnRGPNzxpjo8swAgFJJSpfOktbrmsDcvLWWamtEGnETsXC6dS+px43NydbMVF0X5o6oXqt2bS9wjT2pMGGcWtXrSiEvi4oxHd02hunGSktPnF7SwZNvdG1DSNpy0Vhups5ECdaTePP3b0Te5jtvvd/x7yznP3xt9ps+H95W4Qp6RL1/4p47LoCRt4XFhg6efENPnF4qrGPDuHSE8D+f3pl/OHIL0Cgal3MDoD+JgQdr7dOSfkLSP9dGQcnfM8b8t8aYzxY8NgBAgbLsqc460Q9PgtLsSXc9R1S4O2rslYnkuHjwy26WleheV6e9itGJR/e3A0DDMulNdB0vI+lLn7tHJx7dX6rAyHKz1TUpmT26T16K85uWfz5drTXDP097/qPeP/3ULoiasLmOQtT7J+65B1XI0H8NUYGhPAMdgwykIBvODQApXcaD7EYhiP+4+b9VSbskvWyM+e8KHBsAoA9Jq0zhjIhdk57u2Dah46eXuoIDrgmMa7U8OAlKu9oV9RySZK1SFeP7kTsSdw92fNnNshLdc3E3e3u8fpZFGpWUyYVGyQGXqlfRf/vYT+vxB+odk1Yr6ZVLDV1890Pt8KK/DgwrxTE8KZmZquvUF+7PLTujNrnxOK7jHP656/zvmvQSCzD2U6gxasLmbxcJcgUy4p7b9ZomjMm8Eh0XWEzKFskr0LEVO0KkLTI6bFvx3ADollhc0hjzdyX9TUn/SdI/k7RgrW0ZYyYk/Z61dmCZDxSXBID0shaPTCpq5mpfmXS/rON48sXLkSvRScX49s6dSd2Z4fvzDzvrNtSqnk48ur9jYpi2yGHSuNM8jpH0/LGDmWpKTHoTarbWdXetqsP37e4o9un/25WiHy64GKyBkKWAZxG+Hygo6ktbWDSuPag3YXTqC/fr4rsfRrY2PfTZu/T9P2p2HMNgLRNpMEX/4q7peq3a1375uGsxy2tL+uxIel/2WmQzLO8inlK56xKMUiHKIs4NgHLqq7ikpLskPWatfTf4Q2vtujHm83kMEACQv6zFI5MK1sUVfov7cp5lHDNTdR13FBJsLDd1aP6c88v/3SknykbS0wtXdP7t62q21mTMRlaFz0/19518/apurGykiYdvG+RK2w/WlkhTLHHCGB0/vaTaZgbKcrMVO4mWpGZrXc8fO9gVLDn5+tXIiXVQ+HGDNRCydg/JkysbIe0q6Zcf3OMMuLTWbUex0e+89X67q8WDf3aXfuP7N9rFVBvLTZ3+zfd17L/Mp3tLFq5rOo8Jmz/2qECfq1hllKTPjrj3ZZ7tMpOK6WY1jOKbWWQpMjpseZ8bAKMpTY2HZ8JBh8Dvfjf/IQEA8pBH8cg0k7ykYmhZi+vFbWsIb9MIphqv3FpNVQfASvr2m++1J0NR8YJma00nX7+q2Zcvt4MOrtumEd7iErflYs1aWW0UW/xoc1/8zqqnXZPubQZWGwES39MLV3T89FLH2LPwz7tr+0sa/ZZkcAVy0m57CZ7jKP5rnP7MXfqxnTtkJP3Yzh1aev+jrg4urTWrM7/9A12YO6Lnjx2UpMgtSXnrpz5EGjNTda07jnPaAE/SZ8fh+3ZH/n7Sm8h1db6fLS1Ryl6XYJS2L+R9bgCMpjQZDwCAEZRllcm1Khme5PWSehw1DqONIMJnn/rVdjtE/7Gibh8U/PIfvN2NlZa8ykaXho+ardQZEC69TtqjhFcik16jz58SLjdbqnoV7Zr0nOO6sdJqT4JfePO91NtOovjnPU2GRpSvPLhH05+5q9221KXqVdpZHWGu4EzaY5fk7lo1U5tM//gOchV8EO0V0773e73/+bevR95v15135H7M+m3HGVT2iX2/523Q8jw3AEZTquKSAIDRk2WVKc3Kaq8t0YLjkDr33vur2o3lpo6fXtLTC1e6bh+lsdyMXJFsrVndece2dvbFMDtJhPlbRZ5euNIeu7+dIM04m601WRtf8PHU2Ws6dfZaX0GH8HlP084y7IU339Ops9d0+L7dzsyHO7dv7EeP6qrhB6aiMgpmpupdhTKz8l9j1japva6C91MEsOj2iv1mVSTdv+wTeJd+26AWrehsGADIW2JxyTKhuCTgVqYiWGUaC9JLOm95FAhLUzMgmLGwcmu1p8wDv/DezqqnP/64pfUS/6mrehU9/kA9dZbCVx7c46zbkFQLIo1vhmpFSOmKYmYdT7jopp8dEb5PVMG8XmtPGKnj2s5SkNS/LqNubyS9E1EIUxpOEcCsn8H9fmbH3X9UCwuOQvHGYf6t5e88gChxxSUJPABjoExfkAY9Fr785CPNcbx37ozz/lHdB6JkmehJG90HWhmjBnlMvgfN1REj6nbfe+7ndfDkG5HbE+Imx2ncub2i2uT2yOtgYbGRectFHL97R/C6cwWawpPUrNdR1GNI6QMYfhcM19aRuEl03HPUC/jMKtPfgzKOJwv+vkQb5XMKoFhxgQe2WgBjoExFsAY5ll5T//N43lHonZ5W2uPoSpl3dR+IkjVNeVBBhzRFKSWp6k3o0Gfv6uEZ4qUJOgRvF7U9oepVNrpu9DGOm7fWnNfBzFQ9tsBlVjurXtd158puCW+7yHodubZuuNLVv/Lgno4tSqe+cH+7/kjW9Pa4LQWN5aaeOL2kqa+/kdvnSJn+HkijXViw6G0uo6ps1xiA0UBxSWAMlGkP7SDHMox2YmVvsdaLNMdxYbHh3K6QdtIs5VcYMEq9x2KSFWN07GfvcbZeDLrrzjv0wt/+87HZH71Im/Hg11pwFR10tSLtld/dw3++h3/604ntOdPKugUm+F5zFU71J7SurRvh92vW4o1Jt49aIU9T5PTGSiu3z5Ey/T3wUVhwvJTxGgNQfgQegDFQpurWgxzLML78jFLv9LTSHMeklaxD8+dSpSH7vz/x2tXIrQJRalVPn6yuxwYr/FT3Xvb+r1mrVy419PgDdb1yqRH7PP4xiesukZU3sRH4SHruqKKP4eOd1EUiSlKWiN/NYWaq7uxQ0Ite6m40W2t68sXLWrO2IwOnVvV04tH97ePhH5uo6yH8fs06KXbd3hWUTHNdRY2rV2X6e4DxxDUGoBdstQDGQJmqWw9yLMOoOl7WlZ5+tn+kOY5Jk9ms21w+WV3v+tmd2ytdWx6qXkUnHt3f1RUjfBv/+jp83+6euh00W2s6//Z1PffYAdWq7u0EfgvGH3682sOzRGutW337zfe0w5twjr1iTGJ6+sJiQyu3so8rzfzfDzwlXedVr/+vFbWqF7t9x88MCQYuoq4nqRwZWP51laYzSB7jKtPfA4wnrjEAvSDwAIyBMu2hHeRYhvHlZ5gt1lzBhX5rXaQ5jmnqOKTd4+tqYehVJnTqC/dHXjv+Xuvvzz+s548djLzNwmJDr1xq9FzjwJ/0uSax0u09+VlrT6RxY6WlbRUTGXz5xhfvb7/GuGsgryyMMD/wFHed16qefvcf/tW+Wpj6gab1jIWvXdfeIN+vcUEO//r95rGDXe+1vMdVpr8HGE9cYwB6wVYLYEyUaQ/toMaSdX92Fq5q5q695UWv9MTVluh3+0ea45i2jkNw8uU6hq4Jmr/1IqnFnuv6cgU00rq7Vu37MfrVWuveQvD5+z+tU2ev6YnTS856BUWP22jjfM4e3efsbPFRs+XMuqh6Fe3wJiIDIxVjtG5txzXSy5aRqOsq6v1qtJEZ048stRyCwYS4rUZ5fo6U6e8BxhPXGICsaKcJACFJrcKG0WJt6utvONsMfrCZ6RBmJL2Tss1lkrS1E/xaC3HHMG5SGdeWMEkvLRbDYzt+eqlUrTi9ykabiiIyLLLyz82f+we/pmYrOiskql6EX39BUur31c6qp5u3VtVaS/+6/XhN+D359MIVvfDmex3j6qf1n+vajqrlEPc8Ty9c0Xfeel9r1qpijL70uXv07MyBzOMBAKAsaKcJABkktQorqsVaXBp9XJvBnY6aBHmmk0dtxwgLrtjGHcNeWw8m6fX1Vr0J7fAmdPz0kiYytAYdhNaaLUXQQbp9bnbEXAdRI73zjm3t1VFXenZ4u9BysyXZjSKe/m2/8uCe2GvQbv4vvNXo/NvXu8bVT+u/NLUcktLP/W1BfiaRX+B01FvzAgDgwlYLAAgZRgHJpK0UcW7eWpU3YTomqHlv/4jajnH4vt06//b1yMyPpP3uJ1+/GhlMcQUPorJMguOpTXr6pMetBs3WensFP0tr0F7tmvT0cSu+S0ceql4l9XMkdbaQbp+b5Yx1JILXQvg68q/tqMl8a93K2o3n/WC5qfNvX9fjD9RTtfMMbjXK+/2cdG2nCUSOY3ccAADiEHgAgJBhtAqLm4gkTZBaa1a7Jj1Nbt9W6PaPLHt6XcdwZ9XToflzurHS6prsuoIlUUGZ2ZcuS0btVPyiiirmrepV9MwjG9sOeqljkIaR2oEhP5W/exwTurVq22n+D/7ZXfqt9z5yBiqC58Z1bl2C7xtXgM31vMvNVrsWQmO5qVcuNVK3MvXfN3m/n2uO569NuruhuMaW9ucAAIw6Ag8AEDKMApJxE5E0E73llZYWv/ZQEUPrSdQx9CaMbt5abU8krW6vtNdjgiWu1fAySZMxMGHUkXo/M1XXZ5/61VyzLCrG6BtfvF/SRj2FqMf2JoxW121Hmv9vvfeRHn+g3s5gqU16snajYGQ4kBV1bl28CaOVW6vaO3dGd9equvnJamSArWJMquPQbK3pjm0TqbI5rDZqkxy+b3dk7YVe38+uYWY5jcMIbgIAMExDCTwYY74g6YSkPyfpZ621VIwEUBpFdstwiZuIpJnolW3CEnUMV26tdq0U+0GHuIKSo7AKnGbO6cdKgttG8g6frFnb1f0iqGKMPrVjW9d58GsUpCnsGTy3jeVm13P5/65tFoj0nysueLZmbeqtIR81W3r+2MGObTY//Hg1MhjlZ0kEgyr9vp8/akZnW7h+HmVY3XEAABiWYWU8/I6kxyT9j0N6fqAQw+h2gGIMulVY3EQkPNELK+uEJXwM986dibxdUmAha2r/IKVN+/edeO2qPlnNp75DrerpTz5ejcwUcAU01qx11mjIEuAJnlvX596h+XNdLSNd/IyXpECVtHE9hK8tfwxR10mWoEoaeWQrDCO4CQDAMA0l8GCt/V1JMiWrHg70I644IF8mkSRpIuL/fzg4YSQ9/kC+QZKkAFr493FFJoNcE7YJY7Sw2HC+hiyp/UXyayeEX5+r1WmUtBPxJFWvohOP7tfx00uZ7+uqUZClsGfw9buCdGkDGcEAW/g6S5sV4N/X1VI1z6yZvLIVBh3cBABgmKjxAOSEKuXoV9JEJOoas9poF5iXpABa1O+DXQbiAm6uAMKatc77+JPeYB2AtPUA8vbO/MNd4xrUNpBJb0K77ryja/LfS4HKH37cX2HPJ04v6cRrV3Xi0f2xWQ+uQFPaQqi9ZAUMonZCv9kKZMYBALaiwgIPxph/LenHIn71y9baf5Xhcb4q6auStGfPnpxGB+SPKuUo2iCusaQAWtTvw+ICbju8icj7R93n6YUreuHN99oT5GAxxEGrx3RmSKvqVbTDm+ipA4cxJnKi2ks2yGbn0NuPLXfWjOt8Lzdb7WCRpMhg1eMP1COLOj7zyP7UE+2sWQGDqp3Qa7bCVs2MKzLYQiAHAEZDYYEHa+1fzulxviXpW5I0PT1drjLmQMAgq5TzRWtrGsQ15gpiNJabOnjyjdRbBcKPk2ayHrzPwmKjI+gwTOGJa5rgi8/PzvBrGFx898OODBFJqkwYTSi+U8fNW9ETVf99f/L1qz23FI3LmokLavnBIv+/w787//Z1PffYgYF+VpW9dsJWzIwrMtiyVQM5ADCK2GoB5GRQK2180Rp9WQJHwdvurHryKkattdsT1KzXWNJzxxVyzFKfIBwMSTNZ9++zsNjQky9eHmrQoWKM1q2NPEZpMkyMpOePHeyqWfCd33i/67Z23erYg3t0/u3rqbZNNFtrevLFy5JuBx/8bTD+uZ3IuB3F9ZqSCnvG/e6D5eZQ6hiUuXbCVsyMKzLYMoxADoF/AOjNsNpp/jVJ/72k3ZLOGGOWrLVHhzEWIC+DWmkb1RUzvqxtyBI4Ct92udmSN2G0a9LT8korVeHH4O/TPHcehRyjgiFJEyv/Pv4Y89xOceizd+m33vso02v6z6rb9Mwj+yVtvOeOn15SbdKTtelaZ1p1n8+Tr1/VWkRWw7rU7rpwaP5cquBDVF2M4ITb1UHExZU1k3Q9uNp2xj3mVjbIzLiyKDLYMuhADoF/AOjdsLpa/IqkXxnGcwNFGsRK2yiumPFl7bYsgaOo27bWrSa3b9Pi1x7qeuyk45zmuf3/f6KHbgnS7baI4WBI3Aw1eJ9D8+dy7V5Rr1X1wt/+810BmaTJ/Y2VlmZfuiwZtTNMsmxlqEdMJOPu31huau/cGdUmPXkTJnbbha/ZWtPJ169GBpqytCCNy5qJ28oRF3Qoa4vXYQdAB5UZVyZFBlsGHcgZ1cA/AJTBxLAHACAb1xeqMq+YxX1Z22qyBI6yBpmSjrNrIhp+vJmpeuTEOUmwLaLv6YUreuL0klwJDLWq13GfPANowQndzFRdF+aO6J35h3Vh7kiq19datx3bWlzCjaF7nUhabQYnzMZxSePGSkuN5aasbgeaFhYbmj26T1Wvknj/eq2q5x47EDtpmpmqa/FrD+mbxw6qXqvKbN4v7sgkPeYw+IG5qOM1KDNTdT332IGO41jGY5WnqGsxr2BLkY8dZRQD/wBQFgQegBEz6C9aeeDL2m1ZAkeu204Yo71zZ3Ro/lzHpCnuOC8sNromyOHnWVhs6ND8Oe2dO6Obn6yqMuG6R7RwMMkvEBlnudnS7MuXtbDY0MJiQxMm23O6VIyJndClnZgn8Ws5pJlIpg0mtNas7rxjm7557GDmMTZbazrx2tWOCa5LvVbVhbkjiZPehcWGpr7+hp44vaTGZq2R2aP7nI9dr1VLOZEuSwA0HAQr47HKU5HBlkEHckYx8A8AZUFxSWDElL1qe5StuK/ZJUuqtWt/vV//ILyVIu44nzp7zblCffi+3ZH1JHoRDH7EPWdQa83q7718Wa01m1tByXCNiKgU+2DHhazFGH13b06yg3U0Tp29pidOL3V0tDh8325lian4hRmljePYWG7Gbm0IWm62tLDY6Cg6GXUdNZabmvr6G7HtLRcWG5rdPDfBx5996bKO/ew9ke0yyxoEJQA6PEVuQxxkMdGtuFUGAPJC4AEYQWWu2h6FL2u3ZQkchW8bNTkO7i+OO87HY2o2nH/7us6/fT2X2grBYFKWCd2tFFsasvKDMv5/h2tfPPfYAV2YOyIput2nN2E6ajyEha/h8GMEA0ThFprSRgaEMdG1H/zjGBXU8K+bm5+sOgNE4bodUW08pc1aFi/f7pAR9ThRr7+1bofSLrMfvQZAh10XAuUxioF/ACgLAg8ACseXtd4nL2k6FfgTfNdxlhS7ot/Liu+d2ytat4oNJmUpcFiEYBp92qKa4WN38d0P9cKb73VlGuya9LoyBdK0DA1abra0K6KYpCsoFw44Liw2nEVA/XPqX3dx56G1Zp3F8eKujWG1y+xVLwFQCuMibJSueQAoEwIPAAZiK39Zy2vy4prI+zUf/MnyhbkjHSn/SSn6/opvliCBV5nQiUf3xwZTDt+3O3KVfZCSJs5BUdeoa7vI5PZtXbftJYBzY6Ulr2JUq3r6qNnqCBYdmj8XG6iamapHdpuQNs6pa4tFFNfY44JHo7ZVqpcAKF0MAADIB4EHAChYXpOXtDUfLr77Ycfe+7igQ3DFd/aly6naOErSR81WYjDp/NvXUz1WkeKCKnET56RMgaiJeq8ZHq01qz/5eFXPHzsYWZMheF7Pv329Y9L8zCP7nav4WTIwXMdi9ui+rhoP0sY2lDJvlXJlGGUNgFIXAgCAfBB4AACHvPZ2uyYpjc1uE2kf07+da5Vb2ghofOet91MXSvzxXTvarzFL8UPXRDV4zNJWbZj0JmRlcqkxERQMqrgm58EAg18Mctekpx9+vBobhIl6/a7AUBpr1razYFyBquCWj2CdCledhbi6HkFexR1EiLrmalVPJx51F6QctjwyjPzrwnUFjFq2BwAAw0bgAUCplKWQW557u+NWwrM+5sxUXafOXnMGHqTujg5xfu8Pb7b/O0tTh8P37e76WVQHhDSarXU9f+xgbIZBvVZNHcwwUuS1E1X7IqoYZNyxleJrMPjP09gM5GQ5pn4WjCtQFX4o//auloxpMjCialWE5bFNapDva1fgxm8zmmascQGkrVoYFwCAfhB4AFAaZSrklufe7riV8F4eMynNu9Jja8gsorZRnHz9auaggyQZI2eRRKlz60DSRLpeq7Y7VQRFTZ6nvv5G5uyEemDSHJfO71tYbOiXf+WKbt5K9zz+Y6XdshF3LbiKKT732IHMK//9BAwG/b52HZNgm9E4cVtU6kMMhgIAMMoIPAAojTIVcstzb7c/9qQOBEFxE764iWnVq+hn9uzU//a9DztWyJMKTGYVNeakTAGXuLIS4RX5vFaiFxYbmcdbq3rO9pvhyXSabhJRdlY93fxktevnrvMXl/LfbzeZvAIGg35fx70/0jyn6z1upMigFsqTqQYAKC8CDwBKo0yF3FyTl173dvtbJNI8ZtKEz9Ut4s7tFf21n6nrlUuNrknq5PaKVm6t5RZ8sJI++9Svas3a9ipwVhMmPuggdXaPCE+kd1Y9GSMtr7S6JjsLiw2deO2qlpsbwYVwAOPk61czj/fmrdX2inncZNrVgjOJN2F089ZqV9bIrklPD//0pzsKhkrpAi39bJPIK2Aw6Pf17NF9mYJ8YXm/98ddmTLVAADlNTHsAQCAz/XFPssX/oXFhg7Nn9PeuTM6NH9OC4uNnsYye3Sfql6l42f97u1O+5hxEz7J3S2iNrld59++HpkRcLOPoEN4zL5wN42ql+1PSpoGGlEtLy/MHdE78w9r6ZmHtPi1h/TO/MMddQ4WFhuafelyO+ggbWRjzL58uX099JKd0Vqz7XMQVzA0S9ChslnRs16r6lM7tkVuVZncvk3PzmwUkazXqjKbt8+yZaIXeQUM8nhfZzEzVdeuSa/n5yzivT/Okj6vAACQCDwAKJF+v/D7K2+NzSKE/oS4l+DDzFQ994le2sdMmvDFTXqzpPZPGOnQZ+9SPWYyVqt67THHabbWtMOraCJDZ4w0epmcnjp7LbIjRTBw0Cv/2LvGVTEmU4BnzVoZbRTrXHYEQ/znDAZd/EBLXoG2KHkFDNK8r/N+Hc88sr/nz5Ii3vvjrEyZagCA8mKrBYDS6HdPet57yfOo5t/LY9YmvcgV+dqkp4XFhiZyKh756Z1VvfC3/7yk21kCwQm7N2HabRNnpuraO3cmdlK9vNLS88cOxrb7zCqqe4bPta88bsLj/65W9ToyItLyJ92uwo29tNK0kl548z3tdIwprnWpK8Vd6v195HO9xqwr/0nv6yJS9fv9LCnivT+u2JoCAEiDwAOAsTHKK2/BSbTLx601PfXqldw6VgSfK81ELanbwt21anvCtrDY0PHTS33XlPju5R/o/NvXu8YUN1mNG6c/GTrx6P6uQEuS4KTbdbx6KSgpbQQfjOkOXvjPGRVkcQXaTr5+VR+31vueyPc7eQ8/lut+RRWfJHgwGHkFqAAA443AA4DS6Hflc5RW3oITydqkpx9+vJo4CW621nMdw85q5z74pIlaXFvQ8ETj1NlruRSyXG622lkAweshbrI6e3RfZFDBq5jIwIErUGCM5Md4alWvnf0RDgI8f+xgx3ELHyMj6csP7tGzMwd0aP6c8/n8jJHwRD/8mP5xcGVXRGWb9DqRH8TkfZQDhsg3QAUAGF8EHoAS2eotyfpd+RzWylvW8xYOsOS1LSFKJWZbxs1bq3p64UpkRkGU8GTdf+x6xP2KmjT610PcZNUfR1xXi47AT9WL7CYRPGyfrK637xcXHEuahM0e3efMBAlmjAQdmj8X+b6IO7euY1NGoxQwRDSySwAASQg8ACVBS7L+Vz6HsfKW9rwFJ7q91GioehXt8CYyBynWrdX35x/W1Nff6Lpva812tOVMc82Fj3FU0EGSs16By65Jr2N7QJyk7R7+OF2vIVzPYrnZ0oSkSW9CK46skmCV/qggwInXrna0/Yw7flHtNuMCZK7rf83aTHUlyjqRJ1UfAIDxR+ABKImi9jmPkjxWPvNeeUvKZnCdtxOvXXVupUgbdKgYo3VrnSn3afjHztUxISzpmksbaDEZultUvYqeeWS/pM6g0cqt1UyBlrST1ROvXe3ahrGu5K0scQGP5WZLC4uNVNfeszMHNP2Zu1IHyFzFRusZ6kqUeSJPqj4AAOOPwANQEuxz7m3ls8jtKWkm2a7zE6xN0MtWiqpXcbbwS9s1InjskgpDBjWWmzo0fy7ymLoCLU++eFmS2jUQksbn2qYRzhJJG2hxZV5EcWVi9FuTIkuQMG2AbGGxoR9+vNr1c79ehf84cbUjshybYSFVHwCA8UbgASgJ9jlnX/ksentKmiyULBP6OJUJox+5Y5s+arZiX7c/QTt48o3YrQzhmgZxhSGj+K8pfEzj0v6fevWKLr77oV651HA+rpG6ijEuLDYiAx3+bZICLUbShbkjqV5XkYoIEp46ey2y6Oid27d1HENX0C4qeLXVa8kAAIDBI/AAlAT7nDdkWfksentKmiyUw/ft7qiT0KsfuWOblp55qD0pPH56qd2hIeq1fBQTdPjKZgcFn/+YWbZoBAWPaVygpdla0wtvvae4nSRW0pMvXtbx00u6u1bV4ft265VLjdjg0ccJWyCyBud2ObYu3Lm9onXbXcMhrSKChM4OGKHznzZoRy2ZciEIxDEAgK2CwANQEuxzzq7X7Slpv+imyUI5//b1jKOO9tFmjYC0k8K4AMC/fOs9fffyD/RRs6Wdjo4NWfnHNClzIk35Cr/GRWO52VVkUeoMdCQFTHoJzj3zyH7Nvny545h4FaN/9Nc2gjXBa+PmJ6upimQWFSR0da6oGBN5HSdlflBLpjwIAnEMAGArIfAAlEg4+OBX0ecL2IbwRMtVdC9u5TnLF900WShZ0uvjuibcXatmmhTOHt2nJ04vRT7Wur29Ip6ls0ScYLcIaSNrIWtnjiiuR/CPa9zxzVq7IHj97Kx6Mmaj6GY4+BTeBhLsgOGbMBtBFquNIMDjDxRTo8B1jP2tLVknbNSSKQ+CQBwDANhKJoY9AAC3+ZPixnJTVrcnEwuL7j3zW0XUsfnhx6vyKp3tE5JWnuO+6IbNTNX13GMHVK9VZbQx0Q3vmd9Z9SKfx5vYqD0QZGX0lQf3qOpVIsecZVI4M1XXrsno5+6Xa3zB5/7GF+/vul2eapuvzRVEqtequjB3JPXk5OmFKzp+eql9/Sw3W/q4ta7njx2MfZyZqbo+taM7Rr9ubwdN1qzVK5cahbxP647XXzEm9XUc5DqeW6mWTFkQBOIYAMBWQuABKJEsk+KtJurYtNat7ty+LTYwEJbli26aLRmutpGrtns1v9la0/m3rzuDGVknhQ//9Ke7ghv9qlW9xGCL745tt/+E7Jr0VHMEYSbMRhCmkqHHpr/QP3t0X2IgJMnCYiN2S4frPofmz2nv3JlUHUSKep+6Xr8rEyJpwpbH8UQ+CAJxDABgK2GrBVAirP64uY7BR82Wlp55yHm/cPBgZ9WL3H4Q/qKbdkvGsmNS6tqF8MFys6NbQ2O5qSdOL+nEa1f1+fs/rdO/8X5HWr83YSInhQuLDb1yqdF3C8gwY7oLfIa7ToQLQkobLUMnvQl5FdNROyHYWSFLe0y/eGYetU9Onb2WuKUjKMs4kx6rX67Xf+rstZ664FBLpjwoKMwxAICthMADUCK01HTr5dhEBQ+8ipE3YTom91FfdNPuPc7aTvPuWlULiw390otLCpYNWG62ortjOJIEsnap2DXpaXml1a5t4FrFDwdSoo5hVPaAJK201uVNmPZzuWon+JPe2ubtoh4rz2s+LiAQtVWm1w4gRb1PXZ1eep2wZekcg+IQBOIYAMBWQuABKJEsqz9brQWZq23l4ft2O+8TuT1jzWrXpKfJ7dtij13a7JPZo/v05EuXtbaenHvgn8sTr11Vipu3xxtVaC3t6rqR9OVQe01JOjR/LlUgJ+oYxg29tW41uX2bFr8WnYXiT3r9gEbUYwWv+bjME398vXYnkaK3yvSauXDzk1UtLDYG8j5kwjYeCAJxDABgqyDwAJRI2snEVmxB5mpb6f88KhDjmkAur7ScE2Ofq2NGLVTQcWaqruOO7hI+I3WcS1c3Cpfw61hYbGjC0WbR9ZxhaYNcvUzC09zHlVVQMaajpoQr8+TEa1f1yep6x3vg+OklXXz3Qz07c6Djegifs6CorTJps1h2ha6R5WZroO9DJmwAAGBUEHgASibNZGIrtiCLy0BwBWLS1nOI4prTR/08LgOgYozWN+908d0PeypAGNwO4L/WuKBDMKPD1ZI1LsjlT9rjJt9G7ted5vi6zue6tR1jdQaPIs6rlfTCZlZMsAZFXHHIqLFGBWXC/G4T4cd2vQ+3WoYSAABAEIEHYARtxSKUrlXonVVPT754uWsi3mytaYc3oapXiVzVT5oIfhQxsQ3+PHj/OP64GsvN6BoOKdy8dTuFP6n+gFcx+uHHq+0JcTgbJul1pymsWPUqevyBur57+QddAYCqV9Hh+3Z3FKOMmmSnrdmRtYaGlfSdt96PDMyEgyWubUzBoExjuem8nyvTJSpDZatlKAEAAATRThMYQVuxBVlUG0BvwujmrVXn6v/ySiuyNaS0UZivsdyU1e2J4MJio33fuGPsTyT9+xfNr/MgxQeX6rWq7ty+raNwpnR7FT487qjXnRTY8LdCPDtzQEvPPKRvHjvYcXwff6CuVy41Op7jidNL+sl/8Gua+vob2jt3Rofmz+neP1XtqpsZFQiIOu9JXNeD3RxjmtarM1N1XZg7ou/PP6znQ68xa/tT2uQCAICtjowHYARtxRZkUVsDVm6tJqbRR21dOTR/LnGrStwxTjM5j9sKEVarevr8/Z/W+bevO1f3/YCDKwOgXqvqwtwR7Z07E3n/xnJTJ1+/mvi6kzI4wlshwsc36thKGx0vVlrr7bGEX4OR9PgD3efK//eJ165Gbq+I4jr+Ruppi4Nr+1O/dTIam9uEyHoAAADjjowHYATNTNUjV/LHYQKzsNjQoflz7ZXx4Gq8vwr9zvzDujB3JLIwoC8uEBM3EfSfM3iMpY3JrD9Jj0v93zXpad1aVaLaJTgYIz07c0AX5o60ny/MX0WPygAIvta4rBdXkCZ4PKLaS0aNI8w/b1m2RQRZSd+9/APn7z9ZXU/1OFWvoi997p7ILqRWyjXLIO37MO6chDNOAACDE/edA0C+yHgARtQ4VrTPuhfetfof7oyQ9n6u5wyPKa6woj+5z5LxcGOlpb1zZ7Sz6unWanQmxcqtzlaNrjoNaQojdjFqf9m6eWs17mbO1q6ZnzPCcrMVmQGQJsNk3dqOY+Gqp5F3HZQ078O4czLuRWEBoKyovwMMFoEHAKWRtVuHK9U9KfsjaXIefM6oMVnFd3XohVV0pwbfjZVWR7vIuNoEkjK17LRWmn3psj61Y5taa9Gvykj68oN7Ip83KTCQRdS5jgsWuM53PWXxykFIOifjXBQWAMpqK3YIA4aJrRYASiNrt45et5yEt1FEaSw3tXfujDMzYhBFJaOe84U330tMBZ2Zqjtfm2sDSGvdxtbLeP7YQT07cyDyd3lOnKMeyxUsiMtscW1J8TtuDDqtNu6cjHNRWAAoq63YIQwYJgIPAEqjl24d4boPaVcpZqbqmj26L7YWQ1xwoV6rxgYuimIlnXz9auLtXBPvXgIm9c0inS6u81Oreu2gUK3qadek1w4Q3bk9ulNF1GO5Xss3vnh/bOZHOCgV1XFjkDUWkupzAAAGZyt2CAOGia0WAAZqYbGRqT5B1MQs7jHS3s7f25mlFkPQzU9W9fn7P61XLjUybTO4c3tFK7fW+sqYuLESXQshyFULIkt3CCndxNh13k48ut85xqi6EK7nSqpr4ZKm48Yg02p7fR0AgPxtxQ5hwDAZ2+OX7mGYnp62Fy9eHPYwAPTINdkMpssnBRXSPEaa2/XTgSH4eI8/UNf5t6/rg+WmdlY9tdbWdfNWdyDCmzA69rP3ZA5UuPjtM7Oa+vobsVsqws+RNDH2z1djudluYxm+n+ucpg0g5WXv3JnIgI+R9M78w4U9LwCgnAb9dwgYd8aYS9ba6ajfkfEAYGDiCjn5v/f/+D9/7GDqQoZRq9au2z1xeimxJWZazdaazr99vSsAsLDY0MnXr7Yn+LWqpxOP7s+1CGOve1DjWpAGpQlshIM7a9a2V4vCmSWuquGD/ILn6mZCWi0AbE3j2CEMKCsCDwAGxjVZ9iejaVpapS0GFTcxT2qJmUXU87i+yByP6TSRdTy9TpbjWon60qaapgkCDbpqeB5beQAAAJAvAg/AmCpj+qBr0lsxJvXkNO2qddIEO2mSP2Gk9RSRAP95XVkOwZX/ic2tCGnHs2vS0yetNa201jt+3s9kOWry7VWM7ty+TR81W+1rRdqoiRB3/aQJAg2yanja7IqyvS8AAADG3VACD8aYU5IekXRL0vck/Z+stcvDGAswLEUGBpImYMPiWnF2bT+ImpymXbWOul1a3oTRqS/crydiMhR8K7dW9fTCFZ3+zffVWrsdPlhutjT70uX2v7MWsgxudcizRkKayXfa6ycpCBQXbClie8Mwe7KXMdAHAABQFsPKePh1SU9Za1eNMf93SU9J+r8NaSzAwBUdGBjmBCyOa9Lrqrlwd60aOaF77rEDiZO84HNlruew2WEzTdbDjZWWXnjzvciMhda6bdevyBoACQZdorZuZLmGoo5hXP2GtNdPXBAormtIUdsbkrIrinrflTXQBwAAUBZDCTxYa98I/PNNSb84jHEAw1J0YGCQ6e1ZueofRE1gD9+3u2tCN/vSZX1qxzYtr7RiV5aD3RaMkbI08GmtbQQM0my1kOK3bfRaxNIVdMlaOyHrpHhhseEcc/j6icueiGpdKW1sqwl3IMlLUgZGUe+7sgb6AAAAyqIMNR7+a0mnhz0IYJCKDgyMWvX+uEyI8ISutW7bdRRck+jwZLuXrsG9BCzy4gq6BF9r2msoy6TYP24uUdePK5DkGt+6tYVNxpO24RT1vitzoA8AAKAMJop6YGPMvzbG/E7E/34hcJtflrQq6YWYx/mqMeaiMebi9evXixouMFCuAEBegYHZo/tU9SodPyt79f6ZqbouzB3RO/MP68LckdjJdVCwHacvr7aVgww61KqezOb/7/Am9O0334ttPZr2GsoyKY47bmmun4XFhg7Nn9PeuTOaMCbV+PI0M1XX4w/UVdl87ooxevyB24GRot53Rb+fAQAARl1hgQdr7V+21v5UxP/+lSQZY/6WpM9L+rK17q/31tpvWWunrbXTu3fvLmq4wEAVHRiYmarruccOqF6rymijUGFR6e1FSjtxC2d3FL3SHJ5SV72KvvLgHu2a9Hp6vFrV09IzD+n5Ywf1yep6O6Mjiv/a0l5DWSbFccct6frxsyUay01ZaaC1HYJjeOVSo/3ca9bqlUsNLSw2JBX3vhvFQB8AAMAgDaurxc9J+nuS/g/W2pVhjAEYpkG09XOlwAeVvRL/7NF9mn3psloJxRaMNl5LcGW719oKSYyk548djDxuz84ckLTRhjLq+XdNevq4td6RVWC00QHj0Pw5rdxaTczU8AMGaa+htF1A/MeOGne9Vk28LlzZEhVjtG7tQK6vpG0lRb3vaNMJAAAQz8QkGxT3pMb8B0l3SPqjzR+9aa39Pyfdb3p62l68eLHQsQFbRbgOgrQxIc0rMyKvoMbU19+IzQDwhdtP9tpKM8vzuMQdW+l2pw2j+MKUYb2en7Tnop9rYu/cmcjXYiS9M/9wpvH2qgxjAAAA2KqMMZestdNRvxtWV4v/fBjPC4yDvCb0RVbiz7O94HKKoIO0sU0geGx2Vr2eAw+1qqebn6x2ZVp4FZMqfT5pBdzv+pAlK8NIHfUKskiT/ZJm3HHKUNC0DGMAAABAtzJ0tQCQUp4T+iIr8ecZ1Ei7baLqTej46aX2ivdys5U5o0DamOB//v5Pa/ozd+nEa1e13NwIfOya9PTMI/tTjz9psp/1OFtJ59++XWC3qG0yaYMUYVm2dBSlDGMAAABANwIPQImFJ5c3P+muAZD3hD6P1eE8gxpRk8koK631rp9ZKXPwwUp65VJD05+5S0vPPJRlqJn0UofCP355BqDyUoY6B2UYA4ar7HVrAADYqoZS46FX1HjAVpKlTkEve9j7rfEQ3tZgzMa2iLtrVa3cWo2sy5CmPkLcc/VaMLJeq7YnIofv261XLjUSj2ut6unOO7bFTmAWFhs6+frV9mutVT2deDRdVkQvdSj84+faptHr8QXGQdF1awAAQLzS1XgAkMzVJSBKL1kKrtVhaaMrQ9KEO/gF39+OIN1ubVmZMFoL1EhISnmPW6n00/+z1kWQoifj05+5q/1crtDrcrPVfl1RGQULiw3NvnxZrTXbcZ/Zly533M4lfPwnjIlsQekLHr8it8kAo6rIujUAAKA/BB6Akko7iexnD3t4P3/aFP40QZG1datdk147CyIu5fnphSt64c332kEA1/POHt2nJ04vpX59ZvM+YcHXnTaYEZ7AnDp7rSPo4Gut29QTneA4olZr/W0i9dDxo4gi0I2AHAAA5TUx7AEAiOaaRO6a9FSvVWW0MSHNM404bsUwKO0X+cnt2/TO/MO6MHckNujw7UDQIfi8T5xe0qH5c1pYbEjamKjvmvRSPbeR9OUH9yQem9mj+1T1KqkeMzjZjzsGvUx0Zqbqeu6xAx3n9ssP7mlvEzl19lr7OESNORyAWlhs6ND8Oe2dO9NxDIFx5frMJCAHAMDwkfGALWWUCo+5KvRn6ayQVdoVw7SFEZMm4AuLDX37zfdib9NYbuqJ00v6J+d/T7/+S/9HPfPI/sTaCH7Q4dmZA4ljDGYwJL0msznmmal67DHodaITlwERlQXiupbLWHwSKBpdTQAAKC8yHrBl+JOxxua+fn8yVtaV4KgV8KKLpKVdMUybJbCz6sWuuoczKeL83h/e1Jf/6b/rOi4VY7puG249GRbOBpCkC3NH1P1I3Y/rj3n26D55le57eBMml4lOUvbJzFRdF+aORGaUpM1cAcbJMD4zAQBAOmQ8YMsYxcJj4RoMRUu7Yhhecd/hTagZamfpTRjdvLXaVaDx4rsf6vzb12MLO7pc+N6H7ef3x7B37kzkbV3ZFnHZAGkyOfzH9Z+/164WSfrZr85ed2xVg/7MBAAA6RB4wJbBZCxZUgp/+LbhwpTB+0W11Gy21jqKSOYha6HFuADU7NF9On56KXZ8wcctcpLTTwFJik8CAACgTAg8YMtgMpZOr5Pp8P1cmQh5Bh2k7Pu64wJQM1P12K4Zg9wv3s9+9bj75lnnZJRqpgAAAGB4qPGALSNNJwDkp9eATlydBS/iEyvrvm7XuCaM0d65M5E1I6SNWhKD3C/ez351130l5VbnZNRqpgAAAGB4jLV5rz8WZ3p62l68eHHYw8AIK9sKbd7jKdPrC9dSkDaCClGfOPVaVRfmjkiS7nVkSvj3f2f+4dzHlaTqVcaiSN2h+XORWT/B4z+MxwIAAMDoM8ZcstZOR/2OrRbYUspUeCzvlod5PF6egYuoehGH79utVy41em53l8e2mPC4JozRWkwAtp7iOJQp4BOnlzonrtdGzRQAAACkReABGJK8u2z0+3gLiw3NvnxZrbWNSXhjuanZly9L6i0Q4t8vfN/pz9wVO0mvVb12J4ywvLbFpOmKIaVbvc87gJSknyBH1jonvXQAoWYKAAAAwqjxAAxJ3ivGrvsltYf0nXz9ajvo4GutWZ18/WpP43GZmarrwtwRvTP/sC7MHemaNJ94dL+8ie46C195cE8hE/m4iXKacxEX8Mlbv3UVstY5SeoAQs0UAAAApEHgARgS14S31xVj1/2MlGpiGm59mfTzosxM1XXqC/d3FEb85rGDenbmQCHPN3t0n7OgZZpzMcgtB/0GObIWrEzqANJr8UsAAABsLWy1AIakn3aJrsc7fnqpq3ijlXrevjEsg6zFMTNV18V3P9QLb77XcezSnou4LQd5137II8iR5dgmbacoU80UAAAAlBcZD8CQ5L1iPDNVj+wYIaWbmNaqXqafj5NnZw7o+WMHezoXri0Hh+/bnXu7ybyzZJKwnQIAAAB5IOMBGKK8V4zrfRT8O/Hofs2+dFmt9dvhC2/C6MSj+3MbX5n1ei6iunfMHt2Xe/FQKf8smSSu10aWAwAAALIwNqaNXNlMT0/bixcvDnsYQClEpfFLipyYpl2972VrwKi0kuxFP69t79yZyAwUI+md+Yd7fvxxPt4AAAAYXcaYS9ba6cjfEXgARk+4zaF0O8AgDW6FOm4coz4Z7ve1HZo/F5l94rfoLMs5BAAAAPJA4AEYM0mT2q02jiL0+9qSAheux69VPX2yuj6WwRwfWRsAAADjJy7wQHFJYAQNsoXjKIyjCP2+tqTioa7HWW62+mqZWXZ+QCbPopsAAAAoN4pLAiMoqc3hVhtHEfJ4bXEFK12P7zIOwRxJhRTdBAAAQLmR8QCMoLK0OSzLOIpQ9GtzPf6uyej2peMQzJHGO0sGAAAA0ch4AEbQzFRdF9/9UN95632tWauKMXr8gXxbc6Ydh9RdCFHaqJGQxx7+YdUDKLqVZNyxG2TLzEEb5ywZANhKqNcDIAuKSwIjKKpwoZFktVFLwJ+kDuMLQZ6dLorqmlGmL0uutqhlGV/exrkTCgBsFXyWA4hCVwtgzLg6Ivi8CSMZqbV2+/09qC8EeXa6SPNYWYMIZfqyVKaxDFKZAj8AgOzGuasVgN7FBR7YaoEtqQwTn+AYapOerJU+arZSjSdpP3xrvTugOKgCfnnu4U96rPDE3e+QIMn5OstU3LBMYxmkuKKbAIDyo14PgKwoLoktp9d2fguLDR2aP6e9c2d0aP5cX+3/wmO4sdLScrOVejw7q9EFCJNk6aLQK9de/V728Cc9VtzE3aVMX5bKNBYAANLK8289gK2BwAO2nF4mq70GK7KMIct4jOnpaVXp9Y4Z5NkNIumxepm4l+nLUpnGAgBAWuPc1QpAMQg8YMvpZbLaS7CilzGkvc3ySqun510bQE2Xmam6nnvsgOq1qow29ns+/kBdp85ey5wtEvVYwfoHvUzcy/RlqUxjAQAgraS/zwAQRo0HbDm9tPPLOyXeNYa044m7f71W1cqtVd2ICE7UB7SSHtzD30sdBtdjhc0e3Ze59WTRbTKzCI9lZ9WTMdLx00s6dfYaRRdVjnosAIBu1OsBkAWBB2w5SZPVqIlOL8GKrGMISpo8u16Dv9rg6pYwjJX0Igso9hpEKNOXJX8s/QZoxhHHBAAAYDwQeMCWEzdZdU10Hn+grlcuNSIn8r2syIbHkLWrRdKEe2aqrovvfqjvvPW+1qxVxRg9/sBwJttFF1AsUxChH1u1w0UcjgkAAMB4IPCALck1WXVNdM6/fV3PPXaga6IvqecV2X4nzK77Lyw2dPL1qx1bLdas1SuXGpr+zF1d9yk6lT3vbJFxRYeLbhwTAACA8UDgAQiIm+hETfQPzZ8r1Yps1BaLuHENIpW9lzoMWxEBmm4cEwAAgPFAVwsgIGuXhLKtyCa16QyPK+9uHVGofJ0OHS66cUwAAADGAxkPQEDW1fmyrcgmBTzC4xpU4GRc6jAUqUzdNsqCYwIAADAeCDwAAVknOmXbRhDXZjNqXGULnGx1BGi6cUwAAABGH4GHAtF/fjRlmeiUbUXW1aazVvV04tH9XeMqW+AEAAAAwPgh8FAQ+s9vHWVakc0aCMlyewJpAAAAAHphrLXDHkNq09PT9uLFi8MeRiqH5s9FprDXa1VdmDsyhBEBvYvqllH1KhSJBAAAACBJMsZcstZOR/2OrhYFKVu3A6Afg+h+AQAAAGA8sdWiIBTtwyhybafIK5DGdg0AAABg6xlKxoMx5h8aY37bGLNkjHnDGHP3MMZRJPrPY9T42ykay01Z3a5LsrDYcAbMsgTS4h4fAAAAwPga1laLU9ban7bWHpT0XUlfG9I4CjMzVddzjx1QvVaV0UZtB/bDo8zitlNkCaQtLDZ0aP6c9s6d0aH5c+3AAts1AAAAgK1pKFstrLV/HPjnnZJGp8JlBmXqdgAkidtOkbb7RVw3F+qeAAAAAFvT0Go8GGP+kaS/KekjSYdjbvdVSV+VpD179gxmcMAWlFSXJE0gLS6rgbonAAAAwNZU2FYLY8y/Nsb8TsT/fkGSrLW/bK29R9ILkv6O63Gstd+y1k5ba6d3795d1HCBLS+PuiRxWQ3UPQEAAAC2psIyHqy1fznlTV+Q9KuSnilqLEAexr0jQ9rtFHFqk55urLQif57H4wMAAAAYPUPZamGM+Qlr7e9t/vMXJL09jHEAacXVLhiniXO/dUmso1qL/3PqngAAAABbz7C6Wsxvbrv4bUkPSfq7QxoHkAodGdL5qNmd7RD3cwAAAADjb1hdLR4fxvMCvaIjQzoUkAQAAAAQNqyMB2CkuCbOTKg7UUASAAAAQBiBByAFJtTpzEzV9dxjB1SvVWUk1WtVPffYAeo6AAAAAFvYULZaAKOGjgzpUUASAAAAQBCBByAlJtQAAAAAkB1bLQAAAAAAQGEIPAAAAAAAgMIQeAAAAAAAAIUh8AAAAAAAAApD4AEAAAAAABSGwAMAAAAAACgMgQcAAAAAAFAYAg8AAAAAAKAwBB4AAAAAAEBhCDwAAAAAAIDCEHgAAAAAAACFIfAAAAAAAAAKQ+ABAAAAAAAUhsADAAAAAAAoDIEHAAAAAABQGAIPAAAAAACgMAQeAAAAAABAYQg8AAAAAACAwhB4AAAAAAAAhSHwAAAAAAAACkPgAQAAAAAAFIbAAwAAAAAAKAyBBwAAAAAAUBgCDwAAAAAAoDAEHgA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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Your code here:\n", + "pd.plotting.lag_plot(sensor['rotationRate.x'], lag= 1);\n" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "tsaplots.plot_acf(sensor['rotationRate.x'].values.squeeze(), lags=72)\n", + "plt.xlabel('Lags')\n", + "plt.ylabel('Coeficiente de autocorrelación')\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "What are your conclusions from both visualizations?" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "La autocorrelacion en userAcceleration es minima, solo los valores inciales en general los primeros tres para diferentes lags tiene autocorrelacion, en general las variables no dependen de sus valores anteriores\n", + "----------------------------------------------------------------------\n", + "Rotation.rate muestra más valores autocorrelacionados llegando a aproximadamente 40 segundos con valores autocorrelacionaados\n" + ] + } + ], + "source": [ + "# Your conclusions here:\n", + "print(\"La autocorrelacion en userAcceleration es minima, solo los valores inciales en general los primeros tres para diferentes lags tiene autocorrelacion, en general las variables no dependen de sus valores anteriores\")\n", + "print(\"----------------------------------------------------------------------\")\n", + "print(\"Rotation.rate muestra más valores autocorrelacionados llegando a aproximadamente 40 segundos con valores autocorrelacionaados\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The next step will be to test both variables for stationarity. Perform the Augmented Dickey Fuller test on both variables below." + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Statistic -17.95799\n", + "P-value 0.00000\n", + "Num of Lags 4.00000\n", + "Observations 1746.00000\n", + "Critical Value 1% -3.43410\n", + "Critical Value 5% -2.86320\n", + "Critical Value 10% -2.56765\n", + "dtype: float64" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Your code here:\n", + "class Stationary:\n", + " def __init__(self, significance=0.05):\n", + " self.significance_level = significance\n", + " self.pvalue = None\n", + " self.is_stationary = None\n", + "\n", + " def ADF(self, values):\n", + " result = adfuller(values, autolag='AIC')\n", + "\n", + " format_results = pd.Series(result[:4], \n", + " index=['Statistic', 'P-value',\n", + " 'Num of Lags', 'Observations'])\n", + " for k,v in result[4].items():\n", + " format_results[f'Critical Value {k}'] = v\n", + "\n", + " return format_results\n", + "\n", + "\n", + "adf_test = Stationary()\n", + "adf_test.ADF(sensor['userAcceleration.x'].values).round(5)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Statistic -5.26986\n", + "P-value 0.00001\n", + "Num of Lags 25.00000\n", + "Observations 1725.00000\n", + "Critical Value 1% -3.43415\n", + "Critical Value 5% -2.86322\n", + "Critical Value 10% -2.56766\n", + "dtype: float64" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "adf_test.ADF(sensor['rotationRate.x'].values).round(5)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "What are your conclusions from this test?" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Para ambas variables la hipotesis nula se rechaza de manera que bajo un intervalo de confianza de 95% ambas variables se pueden considerar como estacionarias\n" + ] + } + ], + "source": [ + "# Your conclusions here:\n", + "print(\"Para ambas variables la hipotesis nula se rechaza de manera que bajo un intervalo de confianza de 95% ambas variables se pueden considerar como estacionarias\")\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Finally, we'll create an ARMA model for `userAcceleration.x`. Load the `ARMA` function from `statsmodels`. The order of the model is (2, 1). Split the data to train and test. Use the last 10 observations as the test set and all other observations as the training set. " + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "
SARIMAX Results
Dep. Variable: userAcceleration.x No. Observations: 1751
Model: SARIMAX(2, 0, 1) Log Likelihood 369.647
Date: Wed, 11 May 2022 AIC -731.294
Time: 09:27:36 BIC -709.427
Sample: 01-01-2018 HQIC -723.211
- 01-01-2018
Covariance Type: opg
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coef std err z P>|z| [0.025 0.975]
ar.L1 0.9827 0.036 27.439 0.000 0.913 1.053
ar.L2 -0.3619 0.033 -10.941 0.000 -0.427 -0.297
ma.L1 0.1982 0.039 5.048 0.000 0.121 0.275
sigma2 0.0384 0.001 49.789 0.000 0.037 0.040
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Ljung-Box (L1) (Q): 0.15 Jarque-Bera (JB): 1886.06
Prob(Q): 0.70 Prob(JB): 0.00
Heteroskedasticity (H): 1.03 Skew: 0.32
Prob(H) (two-sided): 0.74 Kurtosis: 8.05


Warnings:
[1] Covariance matrix calculated using the outer product of gradients (complex-step)." + ], + "text/plain": [ + "\n", + "\"\"\"\n", + " SARIMAX Results \n", + "==============================================================================\n", + "Dep. Variable: userAcceleration.x No. Observations: 1751\n", + "Model: SARIMAX(2, 0, 1) Log Likelihood 369.647\n", + "Date: Wed, 11 May 2022 AIC -731.294\n", + "Time: 09:27:36 BIC -709.427\n", + "Sample: 01-01-2018 HQIC -723.211\n", + " - 01-01-2018 \n", + "Covariance Type: opg \n", + "==============================================================================\n", + " coef std err z P>|z| [0.025 0.975]\n", + "------------------------------------------------------------------------------\n", + "ar.L1 0.9827 0.036 27.439 0.000 0.913 1.053\n", + "ar.L2 -0.3619 0.033 -10.941 0.000 -0.427 -0.297\n", + "ma.L1 0.1982 0.039 5.048 0.000 0.121 0.275\n", + "sigma2 0.0384 0.001 49.789 0.000 0.037 0.040\n", + "===================================================================================\n", + "Ljung-Box (L1) (Q): 0.15 Jarque-Bera (JB): 1886.06\n", + "Prob(Q): 0.70 Prob(JB): 0.00\n", + "Heteroskedasticity (H): 1.03 Skew: 0.32\n", + "Prob(H) (two-sided): 0.74 Kurtosis: 8.05\n", + "===================================================================================\n", + "\n", + "Warnings:\n", + "[1] Covariance matrix calculated using the outer product of gradients (complex-step).\n", + "\"\"\"" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Your code here:\n", + "\n", + "#model_userAcc_x = SARIMAX([sensor['userAcceleration.x'], \n", + " # order=(2,0,1), \n", + " # enforce_stationarity=False)\n", + "\n", + "#results = model_userAcc_x.fit()\n", + "#results.summary()\n", + "\n", + "model_userAcc_x = SARIMAX(sensor['userAcceleration.x'], \n", + " order=(2,0,1), \n", + " enforce_stationarity=False)\n", + "\n", + "results = model_userAcc_x.fit()\n", + "results.summary()\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Timestamp('2018-01-01 00:29:01')" + ] + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sensor.reset_index().iloc[1741,0]" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(Timestamp('2018-01-01 00:29:01'), Timestamp('2018-01-01 00:29:10'))" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "start = sensor.reset_index().iloc[1741,0]\n", + "end = sensor.reset_index().iloc[-1,0]\n", + "start, end" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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predicted_mean
2018-01-01 00:29:010.153923
2018-01-01 00:29:020.095589
2018-01-01 00:29:03-0.027727
2018-01-01 00:29:04-0.208214
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" + ], + "text/plain": [ + " predicted_mean\n", + "2018-01-01 00:29:01 0.153923\n", + "2018-01-01 00:29:02 0.095589\n", + "2018-01-01 00:29:03 -0.027727\n", + "2018-01-01 00:29:04 -0.208214\n", + "2018-01-01 00:29:05 -0.252211" + ] + }, + "execution_count": 45, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pred = results.predict(start=start, end=end)\n", + "pred_ci = results.get_prediction(start=start, end=end).conf_int()\n", + "\n", + "df_pred = pd.DataFrame(pred)\n", + "df_pred.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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predicted_meanlower userAcceleration.xupper userAcceleration.x
2018-01-01 00:29:010.153923-0.2299680.537814
2018-01-01 00:29:020.095589-0.2883020.479480
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2018-01-01 00:29:080.013289-0.3706020.397180
2018-01-01 00:29:09-0.066633-0.4505240.317257
2018-01-01 00:29:10-0.012623-0.3965140.371267
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"metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_prediction = pd.concat([df_pred, pred_ci], axis=1)\n", + "df_prediction" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
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1751 rows × 12 columns

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attitude.rollattitude.pitchattitude.yawgravity.xgravity.ygravity.zrotationRate.xrotationRate.yrotationRate.zuserAcceleration.xuserAcceleration.yuserAcceleration.z
2018-01-01 00:00:001.528132-0.7338960.6963720.7418950.669768-0.0316720.3167380.7781801.0827640.294894-0.1844930.377542
2018-01-01 00:00:011.527992-0.7169870.6777620.7530990.657116-0.0322550.8420320.4244460.6435740.2194050.0358460.114866
2018-01-01 00:00:021.527765-0.7069990.6709510.7596110.649555-0.032707-0.138143-0.0407410.3435630.0107140.134701-0.167808
2018-01-01 00:00:031.516768-0.7046780.6757350.7607090.647788-0.041140-0.025005-1.0487170.035860-0.0083890.1367880.094958
2018-01-01 00:00:041.493941-0.7039180.6729940.7600620.647210-0.0585300.114253-0.9128900.0473410.1994410.353996-0.044299
.......................................
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2018-01-01 00:29:091.849557-0.5869622.4394580.8004850.5538340.2291100.4701441.227937-0.332223-0.0481050.0295550.060441
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1751 rows × 12 columns

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-0.032707 -0.138143 -0.040741 \n", + "2018-01-01 00:00:03 0.647788 -0.041140 -0.025005 -1.048717 \n", + "2018-01-01 00:00:04 0.647210 -0.058530 0.114253 -0.912890 \n", + "... ... ... ... ... \n", + "2018-01-01 00:29:06 0.533154 0.189844 -0.123211 0.909536 \n", + "2018-01-01 00:29:07 0.539396 0.203020 -0.057641 0.723118 \n", + "2018-01-01 00:29:08 0.546658 0.215288 0.343238 0.997236 \n", + "2018-01-01 00:29:09 0.553834 0.229110 0.470144 1.227937 \n", + "2018-01-01 00:29:10 0.561984 0.243315 0.291873 1.102207 \n", + "\n", + " rotationRate.z userAcceleration.x userAcceleration.y \\\n", + "2018-01-01 00:00:00 1.082764 0.294894 -0.184493 \n", + "2018-01-01 00:00:01 0.643574 0.219405 0.035846 \n", + "2018-01-01 00:00:02 0.343563 0.010714 0.134701 \n", + "2018-01-01 00:00:03 0.035860 -0.008389 0.136788 \n", + "2018-01-01 00:00:04 0.047341 0.199441 0.353996 \n", + "... ... ... ... \n", + "2018-01-01 00:29:06 -0.379757 -0.268367 0.006733 \n", + "2018-01-01 00:29:07 -0.437812 -0.102444 -0.060666 \n", + "2018-01-01 00:29:08 -0.338155 -0.085590 -0.030209 \n", + "2018-01-01 00:29:09 -0.332223 -0.048105 0.029555 \n", + "2018-01-01 00:29:10 -0.436925 -0.065011 -0.042575 \n", + "\n", + " userAcceleration.z \n", + "2018-01-01 00:00:00 0.377542 \n", + "2018-01-01 00:00:01 0.114866 \n", + "2018-01-01 00:00:02 -0.167808 \n", + "2018-01-01 00:00:03 0.094958 \n", + "2018-01-01 00:00:04 -0.044299 \n", + "... ... \n", + "2018-01-01 00:29:06 -0.064874 \n", + "2018-01-01 00:29:07 -0.229738 \n", + "2018-01-01 00:29:08 -0.087740 \n", + "2018-01-01 00:29:09 0.060441 \n", + "2018-01-01 00:29:10 0.046052 \n", + "\n", + "[1751 rows x 12 columns]" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "# Your code here:\n", + "sensor = sensor.set_index(infer)\n", + "sensor\n", "\n" ] }, @@ -139,12 +729,54 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 8, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "# Your code here:\n", - "\n" + "rcParams['figure.figsize'] = 18, 8\n", + "\n", + "\n", + "decomposition = sm.tsa.seasonal_decompose(sensor['userAcceleration.x'], period = 60)\n", + "fig = decomposition.plot()\n", + "plt.show();\n" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "decomposition = sm.tsa.seasonal_decompose(sensor['rotationRate.x'], period = 60)\n", + "fig = decomposition.plot()\n", + "plt.show();" ] }, { @@ -165,12 +797,49 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 10, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ - "# Your code here:\n", - "\n" + "pd.plotting.lag_plot(sensor['userAcceleration.x'], lag= 1);\n" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "tsaplots.plot_acf(sensor['userAcceleration.x'].values.squeeze(), lags=30)\n", + "plt.xlabel('Lags')\n", + "plt.ylabel('Coeficiente de autocorrelación')\n", + "plt.show()" ] }, { @@ -182,12 +851,50 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 12, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "# Your code here:\n", - "\n" + "pd.plotting.lag_plot(sensor['rotationRate.x'], lag= 1);\n" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "tsaplots.plot_acf(sensor['rotationRate.x'].values.squeeze(), lags=72)\n", + "plt.xlabel('Lags')\n", + "plt.ylabel('Coeficiente de autocorrelación')\n", + "plt.show()" ] }, { @@ -199,12 +906,24 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 14, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "La autocorrelacion en userAcceleration es minima, solo los valores inciales en general los primeros tres para diferentes lags tiene autocorrelacion, en general las variables no dependen de sus valores anteriores\n", + "----------------------------------------------------------------------\n", + "Rotation.rate muestra más valores autocorrelacionados llegando a aproximadamente 40 segundos con valores autocorrelacionaados\n" + ] + } + ], "source": [ "# Your conclusions here:\n", - "\n" + "print(\"La autocorrelacion en userAcceleration es minima, solo los valores inciales en general los primeros tres para diferentes lags tiene autocorrelacion, en general las variables no dependen de sus valores anteriores\")\n", + "print(\"----------------------------------------------------------------------\")\n", + "print(\"Rotation.rate muestra más valores autocorrelacionados llegando a aproximadamente 40 segundos con valores autocorrelacionaados\")" ] }, { @@ -216,12 +935,76 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 15, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "Statistic -17.95799\n", + "P-value 0.00000\n", + "Num of Lags 4.00000\n", + "Observations 1746.00000\n", + "Critical Value 1% -3.43410\n", + "Critical Value 5% -2.86320\n", + "Critical Value 10% -2.56765\n", + "dtype: float64" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "# Your code here:\n", - "\n" + "class Stationary:\n", + " def __init__(self, significance=0.05):\n", + " self.significance_level = significance\n", + " self.pvalue = None\n", + " self.is_stationary = None\n", + "\n", + " def ADF(self, values):\n", + " result = adfuller(values, autolag='AIC')\n", + "\n", + " format_results = pd.Series(result[:4], \n", + " index=['Statistic', 'P-value',\n", + " 'Num of Lags', 'Observations'])\n", + " for k,v in result[4].items():\n", + " format_results[f'Critical Value {k}'] = v\n", + "\n", + " return format_results\n", + "\n", + "\n", + "adf_test = Stationary()\n", + "adf_test.ADF(sensor['userAcceleration.x'].values).round(5)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Statistic -5.26986\n", + "P-value 0.00001\n", + "Num of Lags 25.00000\n", + "Observations 1725.00000\n", + "Critical Value 1% -3.43415\n", + "Critical Value 5% -2.86322\n", + "Critical Value 10% -2.56766\n", + "dtype: float64" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "adf_test.ADF(sensor['rotationRate.x'].values).round(5)" ] }, { @@ -233,12 +1016,20 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 17, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Para ambas variables la hipotesis nula se rechaza de manera que bajo un intervalo de confianza de 95% ambas variables se pueden considerar como estacionarias\n" + ] + } + ], "source": [ "# Your conclusions here:\n", - "\n" + "print(\"Para ambas variables la hipotesis nula se rechaza de manera que bajo un intervalo de confianza de 95% ambas variables se pueden considerar como estacionarias\")\n" ] }, { @@ -250,14 +1041,407 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 23, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "\n", + " \n", + "\n", + "
SARIMAX Results
Dep. Variable: userAcceleration.x No. Observations: 1751
Model: SARIMAX(2, 0, 1) Log Likelihood 369.647
Date: Wed, 11 May 2022 AIC -731.294
Time: 09:27:36 BIC -709.427
Sample: 01-01-2018 HQIC -723.211
- 01-01-2018
Covariance Type: opg
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coef std err z P>|z| [0.025 0.975]
ar.L1 0.9827 0.036 27.439 0.000 0.913 1.053
ar.L2 -0.3619 0.033 -10.941 0.000 -0.427 -0.297
ma.L1 0.1982 0.039 5.048 0.000 0.121 0.275
sigma2 0.0384 0.001 49.789 0.000 0.037 0.040
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Ljung-Box (L1) (Q): 0.15 Jarque-Bera (JB): 1886.06
Prob(Q): 0.70 Prob(JB): 0.00
Heteroskedasticity (H): 1.03 Skew: 0.32
Prob(H) (two-sided): 0.74 Kurtosis: 8.05


Warnings:
[1] Covariance matrix calculated using the outer product of gradients (complex-step)." + ], + "text/plain": [ + "\n", + "\"\"\"\n", + " SARIMAX Results \n", + "==============================================================================\n", + "Dep. Variable: userAcceleration.x No. Observations: 1751\n", + "Model: SARIMAX(2, 0, 1) Log Likelihood 369.647\n", + "Date: Wed, 11 May 2022 AIC -731.294\n", + "Time: 09:27:36 BIC -709.427\n", + "Sample: 01-01-2018 HQIC -723.211\n", + " - 01-01-2018 \n", + "Covariance Type: opg \n", + "==============================================================================\n", + " coef std err z P>|z| [0.025 0.975]\n", + "------------------------------------------------------------------------------\n", + "ar.L1 0.9827 0.036 27.439 0.000 0.913 1.053\n", + "ar.L2 -0.3619 0.033 -10.941 0.000 -0.427 -0.297\n", + "ma.L1 0.1982 0.039 5.048 0.000 0.121 0.275\n", + "sigma2 0.0384 0.001 49.789 0.000 0.037 0.040\n", + "===================================================================================\n", + "Ljung-Box (L1) (Q): 0.15 Jarque-Bera (JB): 1886.06\n", + "Prob(Q): 0.70 Prob(JB): 0.00\n", + "Heteroskedasticity (H): 1.03 Skew: 0.32\n", + "Prob(H) (two-sided): 0.74 Kurtosis: 8.05\n", + "===================================================================================\n", + "\n", + "Warnings:\n", + "[1] Covariance matrix calculated using the outer product of gradients (complex-step).\n", + "\"\"\"" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "# Your code here:\n", + "\n", + "#model_userAcc_x = SARIMAX([sensor['userAcceleration.x'], \n", + " # order=(2,0,1), \n", + " # enforce_stationarity=False)\n", + "\n", + "#results = model_userAcc_x.fit()\n", + "#results.summary()\n", + "\n", + "model_userAcc_x = SARIMAX(sensor['userAcceleration.x'], \n", + " order=(2,0,1), \n", + " enforce_stationarity=False)\n", + "\n", + "results = model_userAcc_x.fit()\n", + "results.summary()\n", "\n" ] }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Timestamp('2018-01-01 00:29:01')" + ] + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sensor.reset_index().iloc[1741,0]" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(Timestamp('2018-01-01 00:29:01'), Timestamp('2018-01-01 00:29:10'))" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "start = sensor.reset_index().iloc[1741,0]\n", + "end = sensor.reset_index().iloc[-1,0]\n", + "start, end" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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"metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_prediction = pd.concat([df_pred, pred_ci], axis=1)\n", + "df_prediction" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "rcParams['figure.figsize'] = 25, 8\n", + "\n", + "pred_uc = results.get_forecast(steps=20)\n", + "pred_ci = pred_uc.conf_int()\n", + "ax = sensor['userAcceleration.x'].plot(label='Observado', figsize=(20, 10))\n", + "pred_uc.predicted_mean.plot(ax=ax, label='Predicción futura')\n", + "ax.fill_between(pred_ci.index,\n", + " pred_ci.iloc[:, 0],\n", + " pred_ci.iloc[:, 1], color='k', alpha=.25)\n", + "ax.set_xlabel('Fecha')\n", + "ax.set_ylabel('userAcceleration.x')\n", + "plt.legend()\n", + "plt.show()\n" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -267,14 +1451,22 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Your code here:\n", - "\n" + "mse(test.y, prediccion.yhat) ** 0.5\n", + "mean_absolute_percentage_error(test.y, prediccion.yhat)\n" ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, { "cell_type": "code", "execution_count": null, @@ -285,7 +1477,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -299,7 +1491,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.6" + "version": "3.10.3" } }, "nbformat": 4,