Time Series Prediction Using Python

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Question: Time Series Prediction Using Python

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Use rain and ground water data to build a machine learning algorithm that predict groundwater level based on rain in python. we will need to do time series analysis then build the model to make accurate predictions.

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Date Rain Wtable 1-Jan-20 0 3.29 2-Jan-20 0 3.22 3-Jan-20 0 3.13 4-Jan-20 0.03 3.06 5-Jan-20 0 3 6-Jan-20 0 2.92 7-Jan-20 0 2.83 8-Jan-20 0 2.77 9-Jan-20 0 2.69 10-Jan-20 0 2.63 11-Jan-20 0 2.59 12-Jan-20 0 2.55 13-Jan-20 0 2.52 14-Jan-20 0 2.48 15-Jan-20 0 2.42 16-Jan-20 0 2.38 17-Jan-20 0.04 2.35 18-Jan-20 0 2.34 19-Jan-20 0 2.32 20-Jan-20 0 2.3 21-Jan-20 0 2.27 22-Jan-20 0 2.25 23-Jan-20 1.14 2.65 24-Jan-20 0 2.78 25-Jan-20 0 2.78 26-Jan-20 0 2.71 27-Jan-20 0 2.63 28-Jan-20 0 2.58 29-Jan-20 0 2.53 30-Jan-20 0.27 2.52 31-Jan-20 0.62 2.52 1-Feb-20 2.19 3.15 2-Feb-20 0 3.15 3-Feb-20 0 3.13 4-Feb-20 0 3.05 5-Feb-20 0 2.96 6-Feb-20 0 2.88 7-Feb-20 0.44 2.8 8-Feb-20 0 2.79 9-Feb-20 0 2.75 10-Feb-20 0.01 2.67 11-Feb-20 0 2.62 12-Feb-20 0 2.59 13-Feb-20 0 2.53 14-Feb-20 0 2.5 15-Feb-20 0.68 2.67 16-Feb-20 0.22 2.76 17-Feb-20 0.01 2.76 18-Feb-20 0 2.66 19-Feb-20 0 2.58 20-Feb-20 0 2.51 21-Feb-20 0 2.45 22-Feb-20 0.24 2.4 23-Feb-20 0.01 2.37 24-Feb-20 0 2.36 25-Feb-20 0 2.34 26-Feb-20 0.25 2.33 27-Feb-20 0 2.32 28-Feb-20 0 2.32 29-Feb-20 0 2.31 1-Mar-20 0 2.3 2-Mar-20 0 2.27 3-Mar-20 0 2.24 4-Mar-20 0 2.23 5-Mar-20 0 2.22 6-Mar-20 0.31 2.25 7-Mar-20 0 2.25 8-Mar-20 0 2.24 9-Mar-20 0 2.2 10-Mar-20 0 2.18 11-Mar-20 0.03 2.16 12-Mar-20 0.05 2.16 13-Mar-20 0 2.16 14-Mar-20 0 2.14 15-Mar-20 0 2.13 16-Mar-20 0 2.11 17-Mar-20 0 2.08 18-Mar-20 0 2.06 19-Mar-20 0 2.05 20-Mar-20 0 2.02 21-Mar-20 0 2.01 22-Mar-20 0 1.99 23-Mar-20 0 1.98 24-Mar-20 0 1.97 25-Mar-20 0 1.96 26-Mar-20 0 1.96 27-Mar-20 0 1.95 28-Mar-20 0 1.94 29-Mar-20 0 1.93 30-Mar-20 0 1.92 31-Mar-20 0 1.9 1-Apr-20 0.06 1.89 2-Apr-20 0 1.89 3-Apr-20 0 1.87 4-Apr-20 0 1.86 5-Apr-20 0 1.85 6-Apr-20 0.19 1.84 7-Apr-20 0.01 1.84 8-Apr-20 0 1.84 9-Apr-20 0 1.84 10-Apr-20 0 1.83 11-Apr-20 0.12 1.82 12-Apr-20 0 1.82 13-Apr-20 0 1.82 14-Apr-20 0 1.82 15-Apr-20 0 1.82 16-Apr-20 0.01 1.81 17-Apr-20 0.01 1.81 18-Apr-20 0.06 1.81 19-Apr-20 0 1.81 20-Apr-20 0 1.81 21-Apr-20 0 1.78 22-Apr-20 0 1.77 23-Apr-20 0 1.75 24-Apr-20 0.22 1.76 25-Apr-20 0.37 1.8 26-Apr-20 0.86 2.07 27-Apr-20 0.01 2.17 28-Apr-20 0 2.18 29-Apr-20 0 2.17 30-Apr-20 0.72 2.26 1-May-20 0.01 2.29 2-May-20 0 2.29 3-May-20 0 2.29 4-May-20 0 2.28 5-May-20 0 2.24 6-May-20 0 2.2 7-May-20 0 2.15 8-May-20 0 2.12 9-May-20 0 2.09 10-May-20 0.35 2.07 11-May-20 0.01 2.07 12-May-20 0 2.07 13-May-20 0 2.07 14-May-20 0 2.04 15-May-20 1.89 2.87 16-May-20 0.93 3.51 17-May-20 0.32 3.44 18-May-20 2.14 3.96 19-May-20 0.71 3.96 20-May-20 0.58 3.85 21-May-20 0.01 3.74 22-May-20 0 3.55 23-May-20 0.09 3.39 24-May-20 3.5 4.07 25-May-20 4.68 5.96 26-May-20 3.33 6.62 27-May-20 0.01 6.3 28-May-20 0 5.62 29-May-20 0 4.89 30-May-20 0 4.42 31-May-20 0 4.22 1-Jun-20 0 4.01 2-Jun-20 0.97 3.79 3-Jun-20 0.99 4.21 4-Jun-20 0.62 4.19 5-Jun-20 0 3.99 6-Jun-20 0.01 3.76 7-Jun-20 0 3.63 8-Jun-20 0 3.48 9-Jun-20 0 3.36 10-Jun-20 0.1 3.25 11-Jun-20 0 3.11 12-Jun-20 0.04 3.03 13-Jun-20 0 2.93 14-Jun-20 0 2.86 15-Jun-20 0.2 2.79 16-Jun-20 0.01 2.75 17-Jun-20 0.4 2.68 18-Jun-20 0.22 2.69 19-Jun-20 0.21 2.68 20-Jun-20 0 2.68 21-Jun-20 0.01 2.63 22-Jun-20 0.01 2.58 23-Jun-20 0 2.52 24-Jun-20 0 2.47 25-Jun-20 0 2.41 26-Jun-20 0 2.37 27-Jun-20 0 2.35 28-Jun-20 0 2.32 29-Jun-20 0 2.29 30-Jun-20 0 2.27 1-Jul-20 0.08 2.24 2-Jul-20 0.01 2.23 3-Jul-20 0 2.22 4-Jul-20 0.06 2.2 5-Jul-20 0.61 2.42 6-Jul-20 0.16 2.63 7-Jul-20 0 2.66 8-Jul-20 0.34 2.68 9-Jul-20 0 2.69 10-Jul-20 1.63 2.84 11-Jul-20 0.04 2.86 12-Jul-20 0.03 2.86 13-Jul-20 0.23 2.74 14-Jul-20 0 2.62 15-Jul-20 0 2.52 16-Jul-20 0.18 2.43 17-Jul-20 2.3 2.47 18-Jul-20 1.81 3.29 19-Jul-20 0.21 3.3 20-Jul-20 0.08 3.27 21-Jul-20 0.45 3.17 22-Jul-20 0.61 3.24 23-Jul-20 0.06 3.24 24-Jul-20 0.06 3.22 25-Jul-20 0.03 3.12 26-Jul-20 0.03 3.04 27-Jul-20 0 2.92 28-Jul-20 0 2.8 29-Jul-20 0 2.69 30-Jul-20 0 2.59 31-Jul-20 0 2.49 1-Aug-20 1 2.44 2-Aug-20 0.91 2.69 3-Aug-20 0.78 2.99 4-Aug-20 0.01 3.04 5-Aug-20 0.07 2.99 6-Aug-20 0 2.84 7-Aug-20 0 2.76 8-Aug-20 0.01 2.67 9-Aug-20 0.13 2.6 10-Aug-20 0 2.55 11-Aug-20 0 2.51 12-Aug-20 0.07 2.48 13-Aug-20 0 2.42 14-Aug-20 0 2.36 15-Aug-20 0.77 2.34 16-Aug-20 0 2.34 17-Aug-20 0.74 2.34 18-Aug-20 0.01 2.33 19-Aug-20 0.17 2.36 20-Aug-20 0.03 2.36 21-Aug-20 0.1 2.36 22-Aug-20 0.01 2.35 23-Aug-20 0.32 2.34 24-Aug-20 0.13 2.34 25-Aug-20 0 2.35 26-Aug-20 0.13 2.34 27-Aug-20 0.07 2.33 28-Aug-20 0 2.31 29-Aug-20 0 2.29 30-Aug-20 0.65 2.28 31-Aug-20 0.01 2.31 1-Sep-20 0 2.31 2-Sep-20 0 2.26 3-Sep-20 0 2.23 4-Sep-20 0 2.21 5-Sep-20 0.03 2.18 6-Sep-20 0.38 2.15 7-Sep-20 0.35 2.14 8-Sep-20 0.29 2.36 9-Sep-20 0.26 2.76 10-Sep-20 0.4 2.76 11-Sep-20 0.12 2.69 12-Sep-20 0.96 2.92 13-Sep-20 0.71 3.23 14-Sep-20 0.05 3.16 15-Sep-20 0 3.1 16-Sep-20 0 3.02 17-Sep-20 0 2.9 18-Sep-20 0.07 2.8 19-Sep-20 0.13 2.73 20-Sep-20 0 2.65 21-Sep-20 1.09 2.83 22-Sep-20 0 2.83 23-Sep-20 0 2.81 24-Sep-20 2.05 3.17 25-Sep-20 0.82 3.38 26-Sep-20 0.01 3.33 27-Sep-20 0 3.2 28-Sep-20 0 3.08 29-Sep-20 0.01 3.03 30-Sep-20 0 2.98 1-Oct-20 0.61 2.9 2-Oct-20 0.13 2.85 3-Oct-20 0.64 2.85 4-Oct-20 0 2.85 5-Oct-20 0.01 2.82 6-Oct-20 0 2.76 7-Oct-20 0 2.72 8-Oct-20 0.09 2.66 9-Oct-20 0.98 2.77 10-Oct-20 0.26 2.89 11-Oct-20 0.13 2.89 12-Oct-20 0.47 2.81 13-Oct-20 0.01 2.74 14-Oct-20 0.39 2.67 15-Oct-20 0 2.66 16-Oct-20 1.91 2.86 17-Oct-20 0 2.88 18-Oct-20 0.01 2.87 19-Oct-20 0.33 2.81 20-Oct-20 1.51 3.16 21-Oct-20 2.22 4.18 22-Oct-20 0.53 4.44 23-Oct-20 0 4.14 24-Oct-20 0.28 3.83 25-Oct-20 1.29 3.8 26-Oct-20 0.07 3.92 27-Oct-20 0 3.67 28-Oct-20 0 3.47 29-Oct-20 0 3.32 30-Oct-20 1.6 3.18 31-Oct-20 1.79 3.54 1-Nov-20 0.01 3.55 2-Nov-20 0 3.41 3-Nov-20 0 3.24 4-Nov-20 0 3.11 5-Nov-20 0.13 3.06 6-Nov-20 0.2 3.03 7-Nov-20 1.3 3.12 8-Nov-20 3.06 4.4 9-Nov-20 1.27 5.85 10-Nov-20 0.03 5.52 11-Nov-20 0.04 4.83 12-Nov-20 3.49 6.3 13-Nov-20 0.01 5.94 14-Nov-20 0.37 5.13 15-Nov-20 0 4.56 16-Nov-20 0 4.2 17-Nov-20 0 3.95 18-Nov-20 0 3.72 19-Nov-20 0.06 3.52 20-Nov-20 0.05 3.35 21-Nov-20 0.29 3.22 22-Nov-20 0.11 3.12 23-Nov-20 0 3.08 24-Nov-20 0.02 3.03 25-Nov-20 0.03 2.97 26-Nov-20 0 2.93 27-Nov-20 0 2.85 28-Nov-20 0 2.81 29-Nov-20 0 2.77 30-Nov-20 0.06 2.75 1-Dec-20 0.02 2.74 2-Dec-20 0 2.67 3-Dec-20 0 2.62 4-Dec-20 0 2.54 5-Dec-20 0 2.52 6-Dec-20 0 2.48 7-Dec-20 1.04 2.66 8-Dec-20 0 2.66 9-Dec-20 0 2.57 10-Dec-20 0 2.49 11-Dec-20 0.1 2.42 12-Dec-20 0.11 2.39 13-Dec-20 0 2.39 14-Dec-20 0 NA 15-Dec-20 0 2.37 16-Dec-20 0 2.36 17-Dec-20 0 2.35 18-Dec-20 0 2.34 19-Dec-20 0 2.32 20-Dec-20 0 2.29 21-Dec-20 0 2.29 22-Dec-20 0 2.27 23-Dec-20 0 2.25 24-Dec-20 0 2.22 25-Dec-20 0.01 2.22 26-Dec-20 0 2.21 27-Dec-20 0.16 2.19 28-Dec-20 0.29 2.21 29-Dec-20 0 2.21 30-Dec-20 0 2.19 31-Dec-20 0 2.16 1-Jan-21 0 2.15 2-Jan-21 0 2.14 3-Jan-21 0 2.13 4-Jan-21 0 2.12 5-Jan-21 0 2.1 6-Jan-21 0 2.08 7-Jan-21 0 2.06 8-Jan-21 0 2.04 9-Jan-21 0 2.04 10-Jan-21 0 2.03 11-Jan-21 0 2.02 12-Jan-21 0 2.02 13-Jan-21 0.52 2.05 14-Jan-21 0.27 2.23 15-Jan-21 0 2.23 16-Jan-21 0 2.23 17-Jan-21 0 2.23 18-Jan-21 0 2.2 19-Jan-21 0 2.17 20-Jan-21 0 2.13 21-Jan-21 0 2.1 22-Jan-21 0 2.07 23-Jan-21 0 2.05 24-Jan-21 0 2.03 25-Jan-21 0 2.02 26-Jan-21 0 2.01 27-Jan-21 0 2 28-Jan-21 0 1.99 29-Jan-21 0 1.99 30-Jan-21 0 1.98 31-Jan-21 0 1.98 1-Feb-21 0.03 1.98 2-Feb-21 0 1.98 3-Feb-21 0 1.98 4-Feb-21 0 1.98 5-Feb-21 0 1.98 6-Feb-21 0.8 2.21 7-Feb-21 0 2.23 8-Feb-21 0.11 2.23 9-Feb-21 0 2.23 10-Feb-21 0 2.23 11-Feb-21 0 2.21 12-Feb-21 0 2.18 13-Feb-21 0.1 2.14 14-Feb-21 0 2.14 15-Feb-21 0.04 2.14 16-Feb-21 2.39 2.82 17-Feb-21 0 2.83 18-Feb-21 0 2.83 19-Feb-21 0.13 2.81 20-Feb-21 0 2.75 21-Feb-21 0 2.65 22-Feb-21 0 2.58 23-Feb-21 0.06 2.51 24-Feb-21 0.17 2.44 25-Feb-21 0 2.39 26-Feb-21 0.01 2.36 27-Feb-21 0 2.34 28-Feb-21 0 2.31 1-Mar-21 0 2.28 2-Mar-21 0 2.25 3-Mar-21 0 2.22 4-Mar-21 0 2.21 5-Mar-21 0 2.18 6-Mar-21 1.81 2.51 7-Mar-21 0 2.58 8-Mar-21 0 2.58 9-Mar-21 0.01 2.57 10-Mar-21 0.1 2.52 11-Mar-21 0.2 2.48 12-Mar-21 0.01 2.45 13-Mar-21 0 2.39 14-Mar-21 0 2.35 15-Mar-21 0 2.32 16-Mar-21 0 2.29 17-Mar-21 0 2.27 18-Mar-21 0 2.23 19-Mar-21 0.01 2.2 20-Mar-21 0 2.18 21-Mar-21 0 2.15 22-Mar-21 0 2.13 23-Mar-21 0 2.12 24-Mar-21 0 2.1 25-Mar-21 0 2.09 26-Mar-21 0 2.07 27-Mar-21 0 2.04 28-Mar-21 0 2.02 29-Mar-21 0 2.01 30-Mar-21 0 1.99 31-Mar-21 0.01 1.98 1-Apr-21 0.92 2.56 2-Apr-21 0 2.56 3-Apr-21 0 2.49 4-Apr-21 0 2.37 5-Apr-21 0 2.31 6-Apr-21 0 2.24 7-Apr-21 0 2.17 8-Apr-21 0 2.12 9-Apr-21 0 2.07 10-Apr-21 0 2.02 11-Apr-21 0.94 2.06 12-Apr-21 0.22 2.24 13-Apr-21 0 2.25 14-Apr-21 0 2.25 15-Apr-21 0 2.23 16-Apr-21 0 2.19 17-Apr-21 0 2.14 18-Apr-21 0 2.11 19-Apr-21 0.23 2.06 20-Apr-21 0.73 2.27 21-Apr-21 0.13 2.36 22-Apr-21 0 2.36 23-Apr-21 0.01 2.48 24-Apr-21 0 2.33 25-Apr-21 0.03 2.29 26-Apr-21 0 2.26 27-Apr-21 0.05 2.23 28-Apr-21 0 2.19 29-Apr-21 0 2.13 30-Apr-21 0.12 2.09 1-May-21 0 2.06 2-May-21 0 2.02 3-May-21 0 2 4-May-21 0 1.97 5-May-21 0 1.96 6-May-21 0.2 1.94 7-May-21 0.9 1.99 8-May-21 0 2.01 9-May-21 1.03 2.48 10-May-21 0 2.55 11-May-21 0 2.55 12-May-21 1.48 2.73 13-May-21 0.56 2.79 14-May-21 0.03 2.79 15-May-21 0 2.73 16-May-21 0.02 2.65 17-May-21 0 2.59 18-May-21 0 2.51 19-May-21 0 2.44 20-May-21 0 2.36 21-May-21 0 2.31 22-May-21 0.01 2.26 23-May-21 0 2.2 24-May-21 0 2.14 25-May-21 0 2.1 26-May-21 0 2.05 27-May-21 0 2 28-May-21 0 2.12 29-May-21 0 1.95 30-May-21 0.1 1.94 31-May-21 0.02 1.92 1-Jun-21 0.01 1.91 2-Jun-21 0.03 1.87 3-Jun-21 0.13 1.97 4-Jun-21 0.01 1.98 5-Jun-21 0 1.98 6-Jun-21 0.07 1.97 7-Jun-21 0 1.96 8-Jun-21 0.12 1.98 9-Jun-21 0 1.98 10-Jun-21 0 1.97 11-Jun-21 0 1.94 12-Jun-21 0.38 1.91 13-Jun-21 0.4 1.89 14-Jun-21 1 1.99 15-Jun-21 2.15 2.88 16-Jun-21 0.64 3 17-Jun-21 0 3.01 18-Jun-21 0.57 3.04 19-Jun-21 0 3.01 20-Jun-21 0.01 2.94 21-Jun-21 0 2.82 22-Jun-21 0.01 2.74 23-Jun-21 0 2.67 24-Jun-21 0.84 2.66 25-Jun-21 0.13 2.95 26-Jun-21 0.26 2.95 27-Jun-21 0 2.87 28-Jun-21 0.33 2.89 29-Jun-21 1.02 3.07 30-Jun-21 2.17 3.15 1-Jul-21 0.05 3.15 2-Jul-21 0.17 3.06 3-Jul-21 0 2.98 4-Jul-21 0 2.87 5-Jul-21 0.3 2.77 6-Jul-21 0.58 2.97 7-Jul-21 0.19 2.97 8-Jul-21 0 2.83 9-Jul-21 0 2.74 10-Jul-21 0.2 2.68 11-Jul-21 0.01 2.67 12-Jul-21 2.01 3.5 13-Jul-21 0.77 3.56 14-Jul-21 0.11 3.56 15-Jul-21 0 3.42 16-Jul-21 0 3.33 17-Jul-21 0.04 3.23 18-Jul-21 0 3.13 19-Jul-21 0 3.04 20-Jul-21 0.14 2.95 21-Jul-21 0 2.93 22-Jul-21 0 2.84 23-Jul-21 0.87 2.77 24-Jul-21 0.53 3.27 25-Jul-21 1.4 3.39 26-Jul-21 0.01 3.39 27-Jul-21 0 3.32 28-Jul-21 0.02 3.18 29-Jul-21 0.01 3.08 30-Jul-21 0 3.03 31-Jul-21 0 2.92 1-Aug-21 0 2.82 2-Aug-21 0 2.74 3-Aug-21 1.33 3.03 4-Aug-21 0 3.05 5-Aug-21 0 3.03 6-Aug-21 0.8 2.89 7-Aug-21 0.35 2.98 8-Aug-21 0 2.97 9-Aug-21 0 2.82 10-Aug-21 0.12 2.73 11-Aug-21 0.02 2.69 12-Aug-21 0.35 2.61 13-Aug-21 0.05 2.63 14-Aug-21 0.1 2.58 15-Aug-21 0.09 2.55 16-Aug-21 0 2.51 17-Aug-21 0.02 2.43 18-Aug-21 0 2.37 19-Aug-21 0.29 2.34 20-Aug-21 0 2.33 21-Aug-21 0 2.3 22-Aug-21 0 2.27 23-Aug-21 0 2.24 24-Aug-21 0 2.22 25-Aug-21 0 2.2 26-Aug-21 0.08 2.2 27-Aug-21 0.04 2.2 28-Aug-21 0 2.18 29-Aug-21 0 2.14 30-Aug-21 0.16 2.13 31-Aug-21 0.06 2.17 1-Sep-21 0.17 2.19
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