From aa9da7d6dd66720cb1076c960036b796c7d9a34c Mon Sep 17 00:00:00 2001 From: Skcodingacademy <139916977+Skcodingacademy@users.noreply.github.com> Date: Mon, 4 Dec 2023 23:00:39 +0000 Subject: [PATCH 1/2] Answers done --- SethK/explore.ipynb | 506 ++++++++++++++++++++++++++++++++ models/autoarima-7_seasonal.sav | Bin 0 -> 951345 bytes 2 files changed, 506 insertions(+) create mode 100644 SethK/explore.ipynb create mode 100644 models/autoarima-7_seasonal.sav diff --git a/SethK/explore.ipynb b/SethK/explore.ipynb new file mode 100644 index 0000000000..6af309daa2 --- /dev/null +++ b/SethK/explore.ipynb @@ -0,0 +1,506 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Explore here" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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datesales
02022-09-03 17:10:08.07932855.292157
12022-09-04 17:10:08.07932853.803211
22022-09-05 17:10:08.07932858.141693
32022-09-06 17:10:08.07932864.530899
42022-09-07 17:10:08.07932866.013633
\n", + "
" + ], + "text/plain": [ + " date sales\n", + "0 2022-09-03 17:10:08.079328 55.292157\n", + "1 2022-09-04 17:10:08.079328 53.803211\n", + "2 2022-09-05 17:10:08.079328 58.141693\n", + "3 2022-09-06 17:10:08.079328 64.530899\n", + "4 2022-09-07 17:10:08.079328 66.013633" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "from statsmodels.tsa.stattools import adfuller\n", + "from statsmodels.tsa.seasonal import seasonal_decompose\n", + "from statsmodels.graphics.tsaplots import plot_acf\n", + "from pmdarima import auto_arima\n", + "from pickle import dump\n", + "\n", + "# load the dataset\n", + "total_data = pd.read_csv(\"https://raw.githubusercontent.com/4GeeksAcademy/alternative-time-series-project/main/sales.csv\")\n", + "\n", + "total_data.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "date\n", + "2022-09-03 17:10:08.079328 55.292157\n", + "2022-09-04 17:10:08.079328 53.803211\n", + "2022-09-05 17:10:08.079328 58.141693\n", + "2022-09-06 17:10:08.079328 64.530899\n", + "2022-09-07 17:10:08.079328 66.013633\n", + "Name: sales, dtype: float64" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#Transform to datetime object\n", + "total_data[\"date\"] = pd.to_datetime(total_data.date)\n", + "total_data = total_data.set_index(\"date\")\n", + "ts_total = total_data[\"sales\"]\n", + "ts_total.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#plot the time series \n", + "fig, axis = plt.subplots(figsize = (10, 5))\n", + "\n", + "sns.lineplot(data = ts_total)\n", + "\n", + "plt.tight_layout()\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Dickey-Fuller test results:\n" + ] + }, + { + "data": { + "text/plain": [ + "Test Statistic 0.545414\n", + "p-value 0.986190\n", + "#Lags Used 13.000000\n", + "Number of Observations Used 352.000000\n", + "Critical Value (1%) -3.449065\n", + "Critical Value (5%) -2.869786\n", + "Critical Value (10%) -2.571163\n", + "dtype: float64" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#adfuller allows you to specify the number of lags\n", + "#The ADF test is a method used to determine if a time series is stationary \n", + "def test_stationarity(timeseries):\n", + " print(\"Dickey-Fuller test results:\")\n", + " dftest = adfuller(timeseries, autolag = \"AIC\")\n", + " dfoutput = pd.Series(dftest[0:4], index = [\"Test Statistic\", \"p-value\", \"#Lags Used\", \"Number of Observations Used\"])\n", + " for key,value in dftest[4].items():\n", + " dfoutput[\"Critical Value (%s)\"%key] = value\n", + " return dfoutput\n", + "\n", + "test_stationarity(ts_total)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Since the p-value is higher than 0.05, we can say the series is not stationary. " + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#Series decomposition \n", + "decomposition = seasonal_decompose(ts_total)\n", + "decomposition" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "trend = decomposition.trend\n", + "\n", + "fig, axis = plt.subplots(figsize = (10, 5))\n", + "\n", + "sns.lineplot(data = ts_total)\n", + "sns.lineplot(data = trend)\n", + "\n", + "plt.tight_layout()\n", + "\n", + "plt.show()\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "A Upward trend can be seen." + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "seasonal = decomposition.seasonal\n", + "\n", + "fig, axis = plt.subplots(figsize = (10, 5))\n", + "\n", + "sns.lineplot(data = ts_total)\n", + "sns.lineplot(data = seasonal)\n", + "\n", + "plt.tight_layout()\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "residual = decomposition.resid\n", + "\n", + "fig, axis = plt.subplots(figsize = (10, 5))\n", + "\n", + "sns.lineplot(data = ts_total)\n", + "sns.lineplot(data = residual)\n", + "\n", + "plt.tight_layout()\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We see a high variabilty and also some debris during a high cpu load." + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_acf(ts_total)\n", + "\n", + "plt.tight_layout()\n", + "\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/vscode/.local/lib/python3.11/site-packages/pmdarima/arima/_validation.py:62: UserWarning: m (7) set for non-seasonal fit. Setting to 0\n", + " warnings.warn(\"m (%i) set for non-seasonal fit. Setting to 0\" % m)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Performing stepwise search to minimize aic\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " ARIMA(2,1,2)(0,0,0)[0] intercept : AIC=1843.274, Time=0.61 sec\n", + " ARIMA(0,1,0)(0,0,0)[0] intercept : AIC=2096.542, Time=0.02 sec\n", + " ARIMA(1,1,0)(0,0,0)[0] intercept : AIC=1970.972, Time=0.05 sec\n", + " ARIMA(0,1,1)(0,0,0)[0] intercept : AIC=1839.586, Time=0.15 sec\n", + " ARIMA(0,1,0)(0,0,0)[0] : AIC=2209.657, Time=0.02 sec\n", + " ARIMA(1,1,1)(0,0,0)[0] intercept : AIC=1839.552, Time=0.39 sec\n", + " ARIMA(2,1,1)(0,0,0)[0] intercept : AIC=1841.532, Time=0.44 sec\n", + " ARIMA(1,1,2)(0,0,0)[0] intercept : AIC=1843.586, Time=0.23 sec\n", + " ARIMA(0,1,2)(0,0,0)[0] intercept : AIC=1839.607, Time=0.23 sec\n", + " ARIMA(2,1,0)(0,0,0)[0] intercept : AIC=1922.648, Time=0.08 sec\n", + " ARIMA(1,1,1)(0,0,0)[0] : AIC=inf, Time=0.27 sec\n", + "\n", + "Best model: ARIMA(1,1,1)(0,0,0)[0] intercept\n", + "Total fit time: 2.481 seconds\n" + ] + } + ], + "source": [ + "model = auto_arima(ts_total, seasonal = False, trace = True, m = 7)" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "2023-09-04 17:10:08.079328 1002.158148\n", + "2023-09-05 17:10:08.079328 1004.831669\n", + "2023-09-06 17:10:08.079328 1007.423289\n", + "2023-09-07 17:10:08.079328 1010.021630\n", + "2023-09-08 17:10:08.079328 1012.619419\n", + "2023-09-09 17:10:08.079328 1015.217254\n", + "2023-09-10 17:10:08.079328 1017.815084\n", + "2023-09-11 17:10:08.079328 1020.412915\n", + "2023-09-12 17:10:08.079328 1023.010746\n", + "2023-09-13 17:10:08.079328 1025.608577\n", + "2023-09-14 17:10:08.079328 1028.206409\n", + "2023-09-15 17:10:08.079328 1030.804240\n", + "2023-09-16 17:10:08.079328 1033.402071\n", + "2023-09-17 17:10:08.079328 1035.999902\n", + "2023-09-18 17:10:08.079328 1038.597733\n", + "2023-09-19 17:10:08.079328 1041.195564\n", + "2023-09-20 17:10:08.079328 1043.793395\n", + "2023-09-21 17:10:08.079328 1046.391226\n", + "2023-09-22 17:10:08.079328 1048.989057\n", + "2023-09-23 17:10:08.079328 1051.586888\n", + "Freq: D, dtype: float64" + ] + }, + "execution_count": 35, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "forecast = model.predict(20)\n", + "forecast" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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src/Water_Spring_Madonna_di_Canneto.csv | 3114 +++++++++ src/datasets_description.ods | Bin 0 -> 10462 bytes src/datasets_description.xlsx | Bin 0 -> 41039 bytes src/explore.ipynb | 47 - 14 files changed, 58042 insertions(+), 47 deletions(-) create mode 100644 SethK/explore2.ipynb create mode 100644 acea-water-prediction.zip create mode 100644 src/Aquifer_Auser.csv create mode 100644 src/Aquifer_Doganella.csv create mode 100644 src/Aquifer_Luco.csv create mode 100644 src/Aquifer_Petrignano.csv create mode 100644 src/Lake_Bilancino.csv create mode 100644 src/River_Arno.csv create mode 100644 src/Water_Spring_Amiata.csv create mode 100644 src/Water_Spring_Lupa.csv create mode 100644 src/Water_Spring_Madonna_di_Canneto.csv create mode 100644 src/datasets_description.ods create mode 100644 src/datasets_description.xlsx delete mode 100644 src/explore.ipynb diff --git a/SethK/explore2.ipynb b/SethK/explore2.ipynb new file mode 100644 index 0000000000..c7702c3a2b --- /dev/null +++ b/SethK/explore2.ipynb @@ -0,0 +1,1524 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Explore here" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Archive: /workspaces/machine-learning-python-template-ds-2023/acea-water-prediction.zip\n", + " inflating: Aquifer_Auser.csv \n", + " inflating: Aquifer_Doganella.csv \n", + " inflating: Aquifer_Luco.csv \n", + " inflating: Aquifer_Petrignano.csv \n", + " inflating: Lake_Bilancino.csv \n", + " inflating: River_Arno.csv \n", + " inflating: Water_Spring_Amiata.csv \n", + " inflating: Water_Spring_Lupa.csv \n", + " inflating: Water_Spring_Madonna_di_Canneto.csv \n", + " inflating: datasets_description.ods \n", + " inflating: datasets_description.xlsx \n" + ] + } + ], + "source": [ + "!unzip /workspaces/machine-learning-python-template-ds-2023/acea-water-prediction.zip" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np # linear algebra\n", + "import pandas as pd # data processing, CSV file I/O (e.g. pd.read_csv)\n", + "\n", + "import seaborn as sns # Visualization\n", + "import matplotlib.pyplot as plt # Visualization\n", + "from colorama import Fore\n", + "\n", + "from sklearn.metrics import mean_absolute_error, mean_squared_error\n", + "import math\n", + "\n", + "import warnings # Supress warnings \n", + "warnings.filterwarnings('ignore')\n", + "\n", + "np.random.seed(7)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

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014/03/2006NaN-22.48-22.18NaNNaNNaNNaN
115/03/2006NaN-22.38-22.14NaNNaNNaNNaN
216/03/2006NaN-22.25-22.04NaNNaNNaNNaN
317/03/2006NaN-22.38-22.04NaNNaNNaNNaN
418/03/2006NaN-22.60-22.04NaNNaNNaNNaN
\n", + "
" + ], + "text/plain": [ + " Date Rainfall_Bastia_Umbra Depth_to_Groundwater_P24 \\\n", + "0 14/03/2006 NaN -22.48 \n", + "1 15/03/2006 NaN -22.38 \n", + "2 16/03/2006 NaN -22.25 \n", + "3 17/03/2006 NaN -22.38 \n", + "4 18/03/2006 NaN -22.60 \n", + "\n", + " Depth_to_Groundwater_P25 Temperature_Bastia_Umbra Temperature_Petrignano \\\n", + "0 -22.18 NaN NaN \n", + "1 -22.14 NaN NaN \n", + "2 -22.04 NaN NaN \n", + "3 -22.04 NaN NaN \n", + "4 -22.04 NaN NaN \n", + "\n", + " Volume_C10_Petrignano Hydrometry_Fiume_Chiascio_Petrignano \n", + "0 NaN NaN \n", + "1 NaN NaN \n", + "2 NaN NaN \n", + "3 NaN NaN \n", + "4 NaN NaN " + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df = pd.read_csv(\"/workspaces/machine-learning-python-template-ds-2023/src/Aquifer_Petrignano.csv\")\n", + "df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "# Remove old rows\n", + "df = df[df.Rainfall_Bastia_Umbra.notna()].reset_index(drop=True)\n", + "# Remove not usefull columns\n", + "df = df.drop(['Depth_to_Groundwater_P24', 'Temperature_Petrignano'], axis=1)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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daterainfalldepth_to_groundwatertemperaturedrainage_volumeriver_hydrometry
001/01/20090.0-31.145.2-24530.6882.4
102/01/20090.0-31.112.3-28785.8882.5
203/01/20090.0-31.074.4-25766.2082.4
304/01/20090.0-31.050.8-27919.2962.4
405/01/20090.0-31.01-1.9-29854.6562.3
\n", + "
" + ], + "text/plain": [ + " date rainfall depth_to_groundwater temperature drainage_volume \\\n", + "0 01/01/2009 0.0 -31.14 5.2 -24530.688 \n", + "1 02/01/2009 0.0 -31.11 2.3 -28785.888 \n", + "2 03/01/2009 0.0 -31.07 4.4 -25766.208 \n", + "3 04/01/2009 0.0 -31.05 0.8 -27919.296 \n", + "4 05/01/2009 0.0 -31.01 -1.9 -29854.656 \n", + "\n", + " river_hydrometry \n", + "0 2.4 \n", + "1 2.5 \n", + "2 2.4 \n", + "3 2.4 \n", + "4 2.3 " + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#easier column names\n", + "df.columns = ['date', 'rainfall', 'depth_to_groundwater', 'temperature', 'drainage_volume', 'river_hydrometry']\n", + "\n", + "targets = ['depth_to_groundwater']\n", + "features = [feature for feature in df.columns if feature not in targets]\n", + "df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "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", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
 daterainfalldepth_to_groundwatertemperaturedrainage_volumeriver_hydrometry
02009-01-01 00:00:000.000000-31.1400005.200000-24530.6880002.400000
12009-01-02 00:00:000.000000-31.1100002.300000-28785.8880002.500000
22009-01-03 00:00:000.000000-31.0700004.400000-25766.2080002.400000
32009-01-04 00:00:000.000000-31.0500000.800000-27919.2960002.400000
42009-01-05 00:00:000.000000-31.010000-1.900000-29854.6560002.300000
\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#Parse date column\n", + "from datetime import datetime, date \n", + "\n", + "df['date'] = pd.to_datetime(df['date'], format = '%d/%m/%Y')\n", + "df.head().style.set_properties(subset=['date'], **{'background-color': 'dodgerblue'})" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#visualize the data\n", + "f, ax = plt.subplots(nrows=5, ncols=1, figsize=(15, 25))\n", + "\n", + "for i, column in enumerate(df.drop('date', axis=1).columns):\n", + " sns.lineplot(x=df['date'], y=df[column].fillna(method='ffill'), ax=ax[i], color='dodgerblue')\n", + " ax[i].set_title('Feature: {}'.format(column), fontsize=14)\n", + " ax[i].set_ylabel(ylabel=column, fontsize=14)\n", + " \n", + " ax[i].set_xlim([date(2009, 1, 1), date(2020, 6, 30)]) " + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "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", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
datedelta
02009-01-01NaT
12009-01-021 days
22009-01-031 days
32009-01-041 days
42009-01-051 days
\n", + "
" + ], + "text/plain": [ + " date delta\n", + "0 2009-01-01 NaT\n", + "1 2009-01-02 1 days\n", + "2 2009-01-03 1 days\n", + "3 2009-01-04 1 days\n", + "4 2009-01-05 1 days" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#format data\n", + "df = df.sort_values(by='date')\n", + "\n", + "# Check time intervals\n", + "df['delta'] = df['date'] - df['date'].shift(1)\n", + "\n", + "df[['date', 'delta']].head()" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(Timedelta('4198 days 00:00:00'), 4198)" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df['delta'].sum(), df['delta'].count()" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "date 0\n", + "rainfall 0\n", + "depth_to_groundwater 27\n", + "temperature 0\n", + "drainage_volume 1\n", + "river_hydrometry 0\n", + "dtype: int64" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#handle null values\n", + "df = df.drop('delta', axis=1)\n", + "df.isna().sum()" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#fill nan with interpolated values. interpolated is when known values are used to estimate an unknown value or set of values. \n", + "#Solution taught me this method and I did further research into it\n", + "f, ax = plt.subplots(nrows=4, ncols=1, figsize=(15, 12))\n", + "\n", + "sns.lineplot(x=df['date'], y=df['drainage_volume'].fillna(0), ax=ax[0], color='darkorange', label = 'modified')\n", + "sns.lineplot(x=df['date'], y=df['drainage_volume'].fillna(np.inf), ax=ax[0], color='dodgerblue', label = 'original')\n", + "ax[0].set_title('Fill NaN with 0', fontsize=14)\n", + "ax[0].set_ylabel(ylabel='Volume C10 Petrignano', fontsize=14)\n", + "\n", + "mean_drainage = df['drainage_volume'].mean()\n", + "sns.lineplot(x=df['date'], y=df['drainage_volume'].fillna(mean_drainage), ax=ax[1], color='darkorange', label = 'modified')\n", + "sns.lineplot(x=df['date'], y=df['drainage_volume'].fillna(np.inf), ax=ax[1], color='dodgerblue', label = 'original')\n", + "ax[1].set_title(f'Fill NaN with Mean Value ({mean_drainage:.0f})', fontsize=14)\n", + "ax[1].set_ylabel(ylabel='Volume C10 Petrignano', fontsize=14)\n", + "\n", + "sns.lineplot(x=df['date'], y=df['drainage_volume'].ffill(), ax=ax[2], color='darkorange', label = 'modified')\n", + "sns.lineplot(x=df['date'], y=df['drainage_volume'].fillna(np.inf), ax=ax[2], color='dodgerblue', label = 'original')\n", + "ax[2].set_title(f'FFill', fontsize=14)\n", + "ax[2].set_ylabel(ylabel='Volume C10 Petrignano', fontsize=14)\n", + "\n", + "sns.lineplot(x=df['date'], y=df['drainage_volume'].interpolate(), ax=ax[3], color='darkorange', label = 'modified')\n", + "sns.lineplot(x=df['date'], y=df['drainage_volume'].fillna(np.inf), ax=ax[3], color='dodgerblue', label = 'original')\n", + "ax[3].set_title(f'Interpolate', fontsize=14)\n", + "ax[3].set_ylabel(ylabel='Volume C10 Petrignano', fontsize=14)\n", + "\n", + "for i in range(4):\n", + " ax[i].set_xlim([date(2019, 5, 1), date(2019, 10, 1)])\n", + " \n", + "plt.tight_layout()\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [], + "source": [ + "df['drainage_volume'] = df['drainage_volume'].interpolate()\n", + "df['river_hydrometry'] = df['river_hydrometry'].interpolate()\n", + "df['depth_to_groundwater'] = df['depth_to_groundwater'].interpolate()" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [], + "source": [ + "# down sampling \n", + "downsample = df[['date',\n", + " 'depth_to_groundwater', \n", + " 'temperature',\n", + " 'drainage_volume', \n", + " 'river_hydrometry',\n", + " 'rainfall'\n", + " ]].resample('7D', on='date').mean().reset_index(drop=False)\n", + "\n", + "df = downsample.copy()" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(-2.8802016493166605,\n", + " 0.047699190920208856,\n", + " 7,\n", + " 592,\n", + " {'1%': -3.441444394224128,\n", + " '5%': -2.8664345376276454,\n", + " '10%': -2.569376663737217},\n", + " -734.3154255877616)" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#check if data is stationary\n", + "from statsmodels.tsa.stattools import adfuller\n", + "\n", + "result = adfuller(df['depth_to_groundwater'].values)\n", + "result" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "f, ax = plt.subplots(nrows=3, ncols=2, figsize=(15, 9))\n", + "\n", + "def visualize_adfuller_results(series, title, ax):\n", + " result = adfuller(series)\n", + " significance_level = 0.05\n", + " adf_stat = result[0]\n", + " p_val = result[1]\n", + " crit_val_1 = result[4]['1%']\n", + " crit_val_5 = result[4]['5%']\n", + " crit_val_10 = result[4]['10%']\n", + "\n", + " if (p_val < significance_level) & ((adf_stat < crit_val_1)):\n", + " linecolor = 'forestgreen' \n", + " elif (p_val < significance_level) & (adf_stat < crit_val_5):\n", + " linecolor = 'orange'\n", + " elif (p_val < significance_level) & (adf_stat < crit_val_10):\n", + " linecolor = 'red'\n", + " else:\n", + " linecolor = 'purple'\n", + " sns.lineplot(x=df['date'], y=series, ax=ax, color=linecolor)\n", + " ax.set_title(f'ADF Statistic {adf_stat:0.3f}, p-value: {p_val:0.3f}\\nCritical Values 1%: {crit_val_1:0.3f}, 5%: {crit_val_5:0.3f}, 10%: {crit_val_10:0.3f}', fontsize=14)\n", + " ax.set_ylabel(ylabel=title, fontsize=14)\n", + "\n", + "visualize_adfuller_results(df['rainfall'].values, 'Rainfall', ax[0, 0])\n", + "visualize_adfuller_results(df['temperature'].values, 'Temperature', ax[1, 0])\n", + "visualize_adfuller_results(df['river_hydrometry'].values, 'River_Hydrometry', ax[0, 1])\n", + "visualize_adfuller_results(df['drainage_volume'].values, 'Drainage_Volume', ax[1, 1])\n", + "visualize_adfuller_results(df['depth_to_groundwater'].values, 'Depth_to_Groundwater', ax[2, 0])\n", + "\n", + "f.delaxes(ax[2, 1])\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As we can see from vizualising our dickey fuller test, our data is not stationary. This means this most be changed to use the ARIMA model." + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Log Transform of absolute values\n", + "# (Log transoform of negative values will return NaN)\n", + "df['depth_to_groundwater_log'] = np.log(abs(df['depth_to_groundwater']))\n", + "\n", + "f, ax = plt.subplots(nrows=1, ncols=2, figsize=(20, 6))\n", + "visualize_adfuller_results(df['depth_to_groundwater_log'], 'Transformed \\n Depth to Groundwater', ax[0])\n", + "\n", + "sns.distplot(df['depth_to_groundwater_log'], ax=ax[1])" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# First Order Differencing\n", + "ts_diff = np.diff(df['depth_to_groundwater'])\n", + "df['depth_to_groundwater_diff_1'] = np.append([0], ts_diff)\n", + "\n", + "f, ax = plt.subplots(nrows=1, ncols=1, figsize=(15, 6))\n", + "visualize_adfuller_results(df['depth_to_groundwater_diff_1'], 'Differenced (1. Order) \\n Depth to Groundwater', ax)" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "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", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
dateyearmonthdayday_of_yearquarterseason
02009-01-01200911111
12009-01-08200918811
22009-01-1520091151511
32009-01-2220091222211
42009-01-2920091292911
\n", + "
" + ], + "text/plain": [ + " date year month day day_of_year quarter season\n", + "0 2009-01-01 2009 1 1 1 1 1\n", + "1 2009-01-08 2009 1 8 8 1 1\n", + "2 2009-01-15 2009 1 15 15 1 1\n", + "3 2009-01-22 2009 1 22 22 1 1\n", + "4 2009-01-29 2009 1 29 29 1 1" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#Feature engineering \n", + "df['year'] = pd.DatetimeIndex(df['date']).year\n", + "df['month'] = pd.DatetimeIndex(df['date']).month\n", + "df['day'] = pd.DatetimeIndex(df['date']).day\n", + "df['day_of_year'] = pd.DatetimeIndex(df['date']).dayofyear\n", + "df['quarter'] = pd.DatetimeIndex(df['date']).quarter\n", + "df['season'] = df['month'] % 12 // 3 + 1\n", + "\n", + "df[['date', 'year', 'month', 'day', 'day_of_year', 'quarter', 'season']].head()" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "metadata": {}, + "outputs": [], + "source": [ + "#time series decompostion \n", + "from statsmodels.tsa.seasonal import seasonal_decompose\n", + "\n", + "core_columns = [\n", + " 'rainfall', 'temperature', 'drainage_volume', \n", + " 'river_hydrometry', 'depth_to_groundwater'\n", + "]\n", + "\n", + "for column in core_columns:\n", + " decomp = seasonal_decompose(df[column], period=52, model='additive', extrapolate_trend='freq')\n", + " df[f\"{column}_trend\"] = decomp.trend\n", + " df[f\"{column}_seasonal\"] = decomp.seasonal" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(ncols=2, nrows=4, sharex=True, figsize=(16,8))\n", + "\n", + "for i, column in enumerate(['temperature', 'depth_to_groundwater']):\n", + " \n", + " res = seasonal_decompose(df[column], period=52, model='additive', extrapolate_trend='freq')\n", + "\n", + " ax[0,i].set_title('Decomposition of {}'.format(column), fontsize=16)\n", + " res.observed.plot(ax=ax[0,i], legend=False, color='dodgerblue')\n", + " ax[0,i].set_ylabel('Observed', fontsize=14)\n", + "\n", + " res.trend.plot(ax=ax[1,i], legend=False, color='dodgerblue')\n", + " ax[1,i].set_ylabel('Trend', fontsize=14)\n", + "\n", + " res.seasonal.plot(ax=ax[2,i], legend=False, color='dodgerblue')\n", + " ax[2,i].set_ylabel('Seasonal', fontsize=14)\n", + " \n", + " res.resid.plot(ax=ax[3,i], legend=False, color='dodgerblue')\n", + " ax[3,i].set_ylabel('Residual', fontsize=14)\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "metadata": {}, + "outputs": [], + "source": [ + "weeks_in_month = 4\n", + "\n", + "for column in core_columns:\n", + " df[f'{column}_seasonal_shift_b_2m'] = df[f'{column}_seasonal'].shift(-2 * weeks_in_month)\n", + " df[f'{column}_seasonal_shift_b_1m'] = df[f'{column}_seasonal'].shift(-1 * weeks_in_month)\n", + " df[f'{column}_seasonal_shift_1m'] = df[f'{column}_seasonal'].shift(1 * weeks_in_month)\n", + " df[f'{column}_seasonal_shift_2m'] = df[f'{column}_seasonal'].shift(2 * weeks_in_month)\n", + " df[f'{column}_seasonal_shift_3m'] = df[f'{column}_seasonal'].shift(3 * weeks_in_month)" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "f, ax = plt.subplots(nrows=5, ncols=1, figsize=(15, 12))\n", + "f.suptitle('Seasonal Components of Features', fontsize=16)\n", + "\n", + "for i, column in enumerate(core_columns):\n", + " sns.lineplot(x=df['date'], y=df[column + '_seasonal'], ax=ax[i], color='dodgerblue', label='P25')\n", + " ax[i].set_ylabel(ylabel=column, fontsize=14)\n", + " ax[i].set_xlim([date(2017, 9, 30), date(2020, 6, 30)])\n", + " \n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "depth_to_groundwater: reaches its maximum around May/June and its minimum around November\n", + "temperature: reaches its maxmium around August and its minimum around January\n", + "drainage_volume: reaches its minimum around July.\n", + "river_hydrometry: reaches its maximum around February/March and its minimum around September" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "f, ax = plt.subplots(nrows=1, ncols=2, figsize=(16, 8))\n", + "\n", + "corrmat = df[core_columns].corr()\n", + "\n", + "sns.heatmap(corrmat, annot=True, vmin=-1, vmax=1, cmap='coolwarm_r', ax=ax[0])\n", + "ax[0].set_title('Correlation Matrix of Core Features', fontsize=16)\n", + "\n", + "shifted_cols = [\n", + " 'depth_to_groundwater_seasonal', \n", + " 'temperature_seasonal_shift_b_2m',\n", + " 'drainage_volume_seasonal_shift_2m', \n", + " 'river_hydrometry_seasonal_shift_3m'\n", + "]\n", + "corrmat = df[shifted_cols].corr()\n", + "\n", + "sns.heatmap(corrmat, annot=True, vmin=-1, vmax=1, cmap='coolwarm_r', ax=ax[1])\n", + "ax[1].set_title('Correlation Matrix of Lagged Features', fontsize=16)\n", + "\n", + "\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As we can see, the features are higher correlated in the case of shifted features than the original ones." + ] + }, + { + "cell_type": "code", + "execution_count": 60, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "510 90\n" + ] + } + ], + "source": [ + "train_size = int(0.85 * len(df))\n", + "test_size = len(df) - train_size\n", + "\n", + "univariate_df = df[['date', 'depth_to_groundwater']].copy()\n", + "univariate_df.columns = ['ds', 'y']\n", + "\n", + "train = univariate_df.iloc[:train_size, :]\n", + "\n", + "x_train, y_train = pd.DataFrame(univariate_df.iloc[:train_size, 0]), pd.DataFrame(univariate_df.iloc[:train_size, 1])\n", + "x_valid, y_valid = pd.DataFrame(univariate_df.iloc[train_size:, 0]), pd.DataFrame(univariate_df.iloc[train_size:, 1])\n", + "\n", + "print(len(train), len(x_valid))" + ] + }, + { + "cell_type": "code", + "execution_count": 79, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[32mRMSE: 1.402615843711107\n" + ] + } + ], + "source": [ + "from statsmodels.tsa.arima.model import ARIMA\n", + "\n", + "# Fit model\n", + "model = ARIMA(y_train, order=(1,1,1))\n", + "model_fit = model.fit()\n", + "\n", + "# Prediction with ARIMA\n", + "y_pred = model_fit.forecast(90)\n", + "\n", + "\n", + "\n", + "# Calcuate metrics\n", + "score_mae = mean_absolute_error(y_valid, y_pred)\n", + "score_rmse = math.sqrt(mean_squared_error(y_valid, y_pred))\n", + "\n", + "print(Fore.GREEN + 'RMSE: {}'.format(score_rmse))" + ] + }, + { + "cell_type": "code", + "execution_count": 82, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "f, ax = plt.subplots(1)\n", + "f.set_figheight(4)\n", + "f.set_figwidth(15)\n", + "\n", + "sns.lineplot(x=x_valid.index, y=y_pred, ax=ax, color='blue', label='predicted') #navajowhite\n", + "sns.lineplot(x=x_valid.index, y=y_valid['y'], ax=ax, color='orange', label='Ground truth') #navajowhite\n", + "\n", + "ax.set_xlabel(xlabel='Date', fontsize=14)\n", + "ax.set_ylabel(ylabel='Depth to Groundwater', fontsize=14)\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 83, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Performing stepwise search to minimize aic\n", + " ARIMA(1,1,1)(0,0,0)[0] intercept : AIC=-631.136, Time=1.43 sec\n", + " ARIMA(0,1,0)(0,0,0)[0] intercept : AIC=-242.692, Time=0.17 sec\n", + " ARIMA(1,1,0)(0,0,0)[0] intercept : AIC=-574.047, Time=0.56 sec\n", + " ARIMA(0,1,1)(0,0,0)[0] intercept : AIC=-427.347, Time=0.30 sec\n", + " ARIMA(0,1,0)(0,0,0)[0] : AIC=-243.054, Time=0.08 sec\n", + " ARIMA(2,1,1)(0,0,0)[0] intercept : AIC=-629.209, Time=2.76 sec\n", + " ARIMA(1,1,2)(0,0,0)[0] intercept : AIC=-629.237, Time=1.46 sec\n", + " ARIMA(0,1,2)(0,0,0)[0] intercept : AIC=-492.779, Time=0.78 sec\n", + " ARIMA(2,1,0)(0,0,0)[0] intercept : AIC=-611.065, Time=0.43 sec\n", + " ARIMA(2,1,2)(0,0,0)[0] intercept : AIC=-628.351, Time=2.41 sec\n", + " ARIMA(1,1,1)(0,0,0)[0] : AIC=-632.995, Time=0.29 sec\n", + " ARIMA(0,1,1)(0,0,0)[0] : AIC=-428.258, Time=0.13 sec\n", + " ARIMA(1,1,0)(0,0,0)[0] : AIC=-575.735, Time=0.12 sec\n", + " ARIMA(2,1,1)(0,0,0)[0] : AIC=-631.069, Time=1.06 sec\n", + " ARIMA(1,1,2)(0,0,0)[0] : AIC=-631.097, Time=0.63 sec\n", + " ARIMA(0,1,2)(0,0,0)[0] : AIC=-494.001, Time=0.50 sec\n", + " ARIMA(2,1,0)(0,0,0)[0] : AIC=-612.866, Time=0.43 sec\n", + " ARIMA(2,1,2)(0,0,0)[0] : AIC=-630.210, Time=1.48 sec\n", + "\n", + "Best model: ARIMA(1,1,1)(0,0,0)[0] \n", + "Total fit time: 15.075 seconds\n", + " SARIMAX Results \n", + "==============================================================================\n", + "Dep. Variable: y No. Observations: 510\n", + "Model: SARIMAX(1, 1, 1) Log Likelihood 319.497\n", + "Date: Sat, 09 Dec 2023 AIC -632.995\n", + "Time: 01:16:54 BIC -620.297\n", + "Sample: 0 HQIC -628.016\n", + " - 510 \n", + "Covariance Type: opg \n", + "==============================================================================\n", + " coef std err z P>|z| [0.025 0.975]\n", + "------------------------------------------------------------------------------\n", + "ar.L1 0.9196 0.021 43.766 0.000 0.878 0.961\n", + "ma.L1 -0.4885 0.037 -13.357 0.000 -0.560 -0.417\n", + "sigma2 0.0167 0.001 24.810 0.000 0.015 0.018\n", + "===================================================================================\n", + "Ljung-Box (L1) (Q): 0.02 Jarque-Bera (JB): 185.01\n", + "Prob(Q): 0.90 Prob(JB): 0.00\n", + "Heteroskedasticity (H): 1.17 Skew: 0.22\n", + "Prob(H) (two-sided): 0.32 Kurtosis: 5.92\n", + "===================================================================================\n", + "\n", + "Warnings:\n", + "[1] Covariance matrix calculated using the outer product of gradients (complex-step).\n" + ] + } + ], + "source": [ + "from statsmodels.tsa.arima_model import ARIMA\n", + "import pmdarima as pm\n", + "\n", + "model = pm.auto_arima(y_train, start_p=1, start_q=1,\n", + " test='adf', # use adftest to find optimal 'd'\n", + " max_p=3, max_q=3, # maximum p and q\n", + " m=1, # frequency of series\n", + " d=None, # let model determine 'd'\n", + " seasonal=False, # No Seasonality\n", + " start_P=0, \n", + " D=0, \n", + " trace=True,\n", + " error_action='ignore', \n", + " suppress_warnings=True, \n", + " stepwise=True)\n", + "\n", + "print(model.summary())" + ] + }, + { + "cell_type": "code", + "execution_count": 84, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[-0.81796644],\n", + " [-0.79970385],\n", + " [-0.7745311 ],\n", + " [-0.74679171],\n", + " [-0.73099704],\n", + " [-0.71253702],\n", + " [-0.7023692 ],\n", + " [-0.68410661],\n", + " [-0.66890424],\n", + " [-0.65528134]])" + ] + }, + "execution_count": 84, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from sklearn.preprocessing import MinMaxScaler\n", + "\n", + "data = univariate_df.filter(['y'])\n", + "#Convert the dataframe to a numpy array\n", + "dataset = data.values\n", + "\n", + "scaler = MinMaxScaler(feature_range=(-1, 0))\n", + "scaled_data = scaler.fit_transform(dataset)\n", + "\n", + "scaled_data[:10]" + ] + }, + { + "cell_type": "code", + "execution_count": 85, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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dsyrainfalltemperaturedrainage_volumeriver_hydrometry
02009-01-01-31.0485710.0000001.657143-28164.9188572.371429
12009-01-08-30.7842860.2857144.571429-29755.7897142.314286
22009-01-15-30.4200000.0285717.528571-25463.1908572.300000
32009-01-22-30.0185710.5857146.214286-23854.4228572.500000
42009-01-29-29.7900001.4142865.771429-25210.5325712.500000
\n", + "
" + ], + "text/plain": [ + " ds y rainfall temperature drainage_volume \\\n", + "0 2009-01-01 -31.048571 0.000000 1.657143 -28164.918857 \n", + "1 2009-01-08 -30.784286 0.285714 4.571429 -29755.789714 \n", + "2 2009-01-15 -30.420000 0.028571 7.528571 -25463.190857 \n", + "3 2009-01-22 -30.018571 0.585714 6.214286 -23854.422857 \n", + "4 2009-01-29 -29.790000 1.414286 5.771429 -25210.532571 \n", + "\n", + " river_hydrometry \n", + "0 2.371429 \n", + "1 2.314286 \n", + "2 2.300000 \n", + "3 2.500000 \n", + "4 2.500000 " + ] + }, + "execution_count": 85, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#multivariate time series \n", + "feature_columns = [\n", + " 'rainfall',\n", + " 'temperature',\n", + " 'drainage_volume',\n", + " 'river_hydrometry',\n", + "]\n", + "target_column = ['depth_to_groundwater']\n", + "\n", + "train_size = int(0.85 * len(df))\n", + "\n", + "multivariate_df = df[['date'] + target_column + feature_columns].copy()\n", + "multivariate_df.columns = ['ds', 'y'] + feature_columns\n", + "\n", + "train = multivariate_df.iloc[:train_size, :]\n", + "x_train, y_train = pd.DataFrame(multivariate_df.iloc[:train_size, [0,2,3,4,5]]), pd.DataFrame(multivariate_df.iloc[:train_size, 1])\n", + "x_valid, y_valid = pd.DataFrame(multivariate_df.iloc[train_size:, [0,2,3,4,5]]), pd.DataFrame(multivariate_df.iloc[train_size:, 1])\n", + "\n", + "train.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 89, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Importing plotly failed. Interactive plots will not work.\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "01:21:17 - cmdstanpy - INFO - Chain [1] start processing\n", + "01:21:17 - cmdstanpy - INFO - Chain [1] done processing\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[32mRMSE: 0.996701356662564\n" + ] + } + ], + "source": [ + "from prophet import Prophet\n", + "\n", + "\n", + "# Train the model\n", + "model = Prophet()\n", + "model.add_regressor('rainfall')\n", + "model.add_regressor('temperature')\n", + "model.add_regressor('drainage_volume')\n", + "model.add_regressor('river_hydrometry')\n", + "\n", + "# Fit the model with train set\n", + "model.fit(train)\n", + "\n", + "# Predict on valid set\n", + "y_pred = model.predict(x_valid)\n", + "\n", + "# Calcuate metrics\n", + "score_mae = mean_absolute_error(y_valid, y_pred['yhat'])\n", + "score_rmse = math.sqrt(mean_squared_error(y_valid, y_pred['yhat']))\n", + "\n", + "print(Fore.GREEN + 'RMSE: {}'.format(score_rmse))" + ] + }, + { + "cell_type": "code", + "execution_count": 90, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot the forecast\n", + "f, ax = plt.subplots(1)\n", + "f.set_figheight(6)\n", + "f.set_figwidth(15)\n", + "\n", + "model.plot(y_pred, ax=ax)\n", + "sns.lineplot(x=x_valid['ds'], y=y_valid['y'], ax=ax, color='orange', label='Ground truth') #navajowhite\n", + "\n", + "ax.set_title(f'Prediction \\n MAE: {score_mae:.2f}, RMSE: {score_rmse:.2f}', fontsize=14)\n", + "ax.set_xlabel(xlabel='Date', fontsize=14)\n", + "ax.set_ylabel(ylabel='Depth to Groundwater', fontsize=14)\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "best results are taken from multi-variate Prophet" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3.8.13 64-bit ('3.8.13')", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": 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A<^TWy literal 0 HcmV?d00001 diff --git a/src/explore.ipynb b/src/explore.ipynb deleted file mode 100644 index a323483c59..0000000000 --- a/src/explore.ipynb +++ /dev/null @@ -1,47 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Explore here" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# Your code here" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3.8.13 64-bit ('3.8.13')", - "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": "3.8.13" - }, - "orig_nbformat": 4, - "vscode": { - "interpreter": { - "hash": "110cc1dee26208153f2972f08a2ad52b6a56238dc66d48e87fb757ef2996db56" - } - } - }, - "nbformat": 4, - 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