From 28c5478da28ebd85380c1b54488a85f29be133d8 Mon Sep 17 00:00:00 2001 From: yul19079 Date: Mon, 29 Jan 2024 17:13:11 -0500 Subject: [PATCH] EDA file added --- CyberTraining_Tutorial.ipynb | 215 ++++++++------ EDA.ipynb | 556 +++++++++++++++++++++++++++++++++++ data/X_test.pkl | Bin 0 -> 4930 bytes data/X_train.pkl | Bin 0 -> 25091 bytes data/raw_feature.pkl | Bin 0 -> 13245 bytes data/y_test.pkl | Bin 0 -> 491662 bytes data/y_train.pkl | Bin 0 -> 2556047 bytes file_path | 48 +++ lstm_model.keras | Bin 303786 -> 303786 bytes model_base.ipynb | 3 + pearson_output.txt | 48 +++ pearson_output_filter0.txt | 48 +++ 12 files changed, 825 insertions(+), 93 deletions(-) create mode 100644 EDA.ipynb create mode 100644 data/X_test.pkl create mode 100644 data/X_train.pkl create mode 100644 data/raw_feature.pkl create mode 100644 data/y_test.pkl create mode 100644 data/y_train.pkl create mode 100644 file_path create mode 100644 pearson_output.txt create mode 100644 pearson_output_filter0.txt diff --git a/CyberTraining_Tutorial.ipynb b/CyberTraining_Tutorial.ipynb index 12ccddf..f10ce81 100644 --- a/CyberTraining_Tutorial.ipynb +++ b/CyberTraining_Tutorial.ipynb @@ -26,7 +26,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "metadata": { "id": "AwokAUjpa2aj" }, @@ -67,13 +67,13 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "metadata": { "id": "H9qLfMgWa2ak" }, "outputs": [], "source": [ - "with h5py.File('TrainingData.h5', 'r') as f:\n", + "with h5py.File('./data/TrainingData.h5', 'r') as f:\n", " # Access the trip dataset and their corresponding timestamps\n", " traffic_data = f['trip'][()]\n", " dates = f['timeslot'][()]" @@ -101,7 +101,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "metadata": { "colab": { "base_uri": "https://localhost:8080/" @@ -111,14 +111,14 @@ }, "outputs": [ { - "output_type": "execute_result", "data": { "text/plain": [ "b'201910010030'" ] }, + "execution_count": 6, "metadata": {}, - "execution_count": 3 + "output_type": "execute_result" } ], "source": [ @@ -127,7 +127,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "metadata": { "colab": { "base_uri": "https://localhost:8080/" @@ -137,14 +137,14 @@ }, "outputs": [ { - "output_type": "execute_result", "data": { "text/plain": [ "(1488,)" ] }, + "execution_count": 7, "metadata": {}, - "execution_count": 4 + "output_type": "execute_result" } ], "source": [ @@ -162,7 +162,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "metadata": { "colab": { "base_uri": "https://localhost:8080/" @@ -172,7 +172,6 @@ }, "outputs": [ { - "output_type": "execute_result", "data": { "text/plain": [ "array([[[ 0., 0., 0., 0., 1., 0., 0., 1.],\n", @@ -210,8 +209,9 @@ " [ 0., 0., 0., 0., 0., 0., 0., 0.]]])" ] }, + "execution_count": 8, "metadata": {}, - "execution_count": 5 + "output_type": "execute_result" } ], "source": [ @@ -220,7 +220,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "metadata": { "colab": { "base_uri": "https://localhost:8080/" @@ -230,14 +230,14 @@ }, "outputs": [ { - "output_type": "execute_result", "data": { "text/plain": [ "(1488, 2, 16, 8)" ] }, + "execution_count": 9, "metadata": {}, - "execution_count": 6 + "output_type": "execute_result" } ], "source": [ @@ -268,7 +268,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "metadata": { "id": "CbUp4LRpa2al" }, @@ -292,7 +292,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 11, "metadata": { "colab": { "base_uri": "https://localhost:8080/" @@ -302,7 +302,6 @@ }, "outputs": [ { - "output_type": "execute_result", "data": { "text/plain": [ "array([[2019],\n", @@ -312,8 +311,9 @@ " [ 30]])" ] }, + "execution_count": 11, "metadata": {}, - "execution_count": 8 + "output_type": "execute_result" } ], "source": [ @@ -322,7 +322,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "metadata": { "colab": { "base_uri": "https://localhost:8080/" @@ -332,14 +332,14 @@ }, "outputs": [ { - "output_type": "execute_result", "data": { "text/plain": [ "(1488, 5, 1)" ] }, + "execution_count": 12, "metadata": {}, - "execution_count": 9 + "output_type": "execute_result" } ], "source": [ @@ -359,7 +359,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "metadata": { "id": "MNtzc45Ta2am" }, @@ -396,7 +396,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 14, "metadata": { "id": "EMZx7NHRa2am" }, @@ -406,6 +406,28 @@ "y_train, y_test = train_traffic_data, test_traffic_data" ] }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "\n", + "pd.to_pickle(X_train,\"./data/X_train.pkl\")\n", + "pd.to_pickle(X_test,\"./data/X_test.pkl\")\n", + "\n", + "pd.to_pickle(y_train,\"./data/y_train.pkl\")\n", + "pd.to_pickle(y_test,\"./data/y_test.pkl\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, { "cell_type": "markdown", "metadata": { @@ -417,7 +439,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 15, "metadata": { "id": "vzfKj0sAa2am" }, @@ -443,7 +465,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 16, "metadata": { "colab": { "base_uri": "https://localhost:8080/" @@ -453,120 +475,120 @@ }, "outputs": [ { - "output_type": "stream", "name": "stdout", + "output_type": "stream", "text": [ "Epoch 1/50\n", - "39/39 [==============================] - 4s 21ms/step - loss: 201.0320 - val_loss: 122.0151\n", + "39/39 [==============================] - 1s 10ms/step - loss: 213.4362 - val_loss: 145.3898\n", "Epoch 2/50\n", - "39/39 [==============================] - 0s 8ms/step - loss: 153.8840 - val_loss: 98.5958\n", + "39/39 [==============================] - 0s 3ms/step - loss: 182.9898 - val_loss: 117.8345\n", "Epoch 3/50\n", - "39/39 [==============================] - 0s 6ms/step - loss: 131.2375 - val_loss: 89.8562\n", + "39/39 [==============================] - 0s 3ms/step - loss: 156.9540 - val_loss: 104.9306\n", "Epoch 4/50\n", - "39/39 [==============================] - 0s 7ms/step - loss: 120.2892 - val_loss: 86.4406\n", + "39/39 [==============================] - 0s 3ms/step - loss: 142.6361 - val_loss: 97.3993\n", "Epoch 5/50\n", - "39/39 [==============================] - 0s 6ms/step - loss: 114.7720 - val_loss: 85.4059\n", + "39/39 [==============================] - 0s 3ms/step - loss: 133.1224 - val_loss: 92.5918\n", "Epoch 6/50\n", - "39/39 [==============================] - 0s 7ms/step - loss: 111.9802 - val_loss: 85.3995\n", + "39/39 [==============================] - 0s 3ms/step - loss: 126.5157 - val_loss: 89.4356\n", "Epoch 7/50\n", - "39/39 [==============================] - 0s 6ms/step - loss: 110.5110 - val_loss: 85.4616\n", + "39/39 [==============================] - 0s 3ms/step - loss: 121.6283 - val_loss: 87.5053\n", "Epoch 8/50\n", - "39/39 [==============================] - 0s 7ms/step - loss: 109.8222 - val_loss: 86.2207\n", + "39/39 [==============================] - 0s 3ms/step - loss: 118.1811 - val_loss: 86.3092\n", "Epoch 9/50\n", - "39/39 [==============================] - 0s 7ms/step - loss: 109.4396 - val_loss: 86.2316\n", + "39/39 [==============================] - 0s 3ms/step - loss: 115.6089 - val_loss: 85.6433\n", "Epoch 10/50\n", - "39/39 [==============================] - 0s 7ms/step - loss: 109.2759 - val_loss: 86.5942\n", + "39/39 [==============================] - 0s 3ms/step - loss: 113.7585 - val_loss: 85.3000\n", "Epoch 11/50\n", - "39/39 [==============================] - 0s 8ms/step - loss: 109.2122 - val_loss: 86.5767\n", + "39/39 [==============================] - 0s 3ms/step - loss: 112.4721 - val_loss: 85.2754\n", "Epoch 12/50\n", - "39/39 [==============================] - 0s 8ms/step - loss: 109.1489 - val_loss: 86.4732\n", + "39/39 [==============================] - 0s 3ms/step - loss: 111.4620 - val_loss: 85.1668\n", "Epoch 13/50\n", - "39/39 [==============================] - 0s 7ms/step - loss: 108.9886 - val_loss: 86.3085\n", + "39/39 [==============================] - 0s 3ms/step - loss: 110.7755 - val_loss: 85.3344\n", "Epoch 14/50\n", - "39/39 [==============================] - 0s 6ms/step - loss: 108.0430 - val_loss: 85.2862\n", + "39/39 [==============================] - 0s 3ms/step - loss: 110.2845 - val_loss: 85.5138\n", "Epoch 15/50\n", - "39/39 [==============================] - 0s 7ms/step - loss: 106.2275 - val_loss: 83.9403\n", + "39/39 [==============================] - 0s 3ms/step - loss: 109.9221 - val_loss: 85.6968\n", "Epoch 16/50\n", - "39/39 [==============================] - 0s 7ms/step - loss: 104.9194 - val_loss: 82.8010\n", + "39/39 [==============================] - 0s 3ms/step - loss: 109.6976 - val_loss: 86.0323\n", "Epoch 17/50\n", - "39/39 [==============================] - 0s 6ms/step - loss: 102.9444 - val_loss: 84.6473\n", + "39/39 [==============================] - 0s 3ms/step - loss: 109.5009 - val_loss: 86.0253\n", "Epoch 18/50\n", - "39/39 [==============================] - 0s 6ms/step - loss: 99.9714 - val_loss: 80.5445\n", + "39/39 [==============================] - 0s 2ms/step - loss: 109.3736 - val_loss: 86.0810\n", "Epoch 19/50\n", - "39/39 [==============================] - 0s 7ms/step - loss: 94.3627 - val_loss: 71.6579\n", + "39/39 [==============================] - 0s 2ms/step - loss: 109.2997 - val_loss: 86.2098\n", "Epoch 20/50\n", - "39/39 [==============================] - 0s 7ms/step - loss: 87.1125 - val_loss: 66.8860\n", + "39/39 [==============================] - 0s 2ms/step - loss: 109.2511 - val_loss: 86.4659\n", "Epoch 21/50\n", - "39/39 [==============================] - 0s 8ms/step - loss: 81.1744 - val_loss: 66.4164\n", + "39/39 [==============================] - 0s 3ms/step - loss: 109.1908 - val_loss: 86.4506\n", "Epoch 22/50\n", - "39/39 [==============================] - 0s 7ms/step - loss: 78.4556 - val_loss: 66.0938\n", + "39/39 [==============================] - 0s 3ms/step - loss: 109.1136 - val_loss: 86.3724\n", "Epoch 23/50\n", - "39/39 [==============================] - 0s 7ms/step - loss: 76.6785 - val_loss: 64.4921\n", + "39/39 [==============================] - 0s 3ms/step - loss: 108.7511 - val_loss: 85.5083\n", "Epoch 24/50\n", - "39/39 [==============================] - 0s 7ms/step - loss: 75.8387 - val_loss: 65.4893\n", + "39/39 [==============================] - 0s 3ms/step - loss: 108.4619 - val_loss: 85.7226\n", "Epoch 25/50\n", - "39/39 [==============================] - 0s 7ms/step - loss: 75.0017 - val_loss: 63.9894\n", + "39/39 [==============================] - 0s 2ms/step - loss: 107.7519 - val_loss: 85.2693\n", "Epoch 26/50\n", - "39/39 [==============================] - 0s 8ms/step - loss: 73.9945 - val_loss: 62.4070\n", + "39/39 [==============================] - 0s 3ms/step - loss: 106.6684 - val_loss: 83.3427\n", "Epoch 27/50\n", - "39/39 [==============================] - 0s 7ms/step - loss: 73.6204 - val_loss: 66.1144\n", + "39/39 [==============================] - 0s 3ms/step - loss: 105.7931 - val_loss: 83.0379\n", "Epoch 28/50\n", - "39/39 [==============================] - 0s 7ms/step - loss: 73.0245 - val_loss: 64.9163\n", + "39/39 [==============================] - 0s 3ms/step - loss: 104.9303 - val_loss: 83.3496\n", "Epoch 29/50\n", - "39/39 [==============================] - 0s 8ms/step - loss: 71.9137 - val_loss: 62.1605\n", + "39/39 [==============================] - 0s 3ms/step - loss: 104.1885 - val_loss: 81.9031\n", "Epoch 30/50\n", - "39/39 [==============================] - 0s 7ms/step - loss: 71.9086 - val_loss: 64.2308\n", + "39/39 [==============================] - 0s 3ms/step - loss: 101.9161 - val_loss: 79.7488\n", "Epoch 31/50\n", - "39/39 [==============================] - 0s 8ms/step - loss: 70.5442 - val_loss: 63.3943\n", + "39/39 [==============================] - 0s 3ms/step - loss: 98.9752 - val_loss: 76.2660\n", "Epoch 32/50\n", - "39/39 [==============================] - 0s 6ms/step - loss: 70.1000 - val_loss: 64.3064\n", + "39/39 [==============================] - 0s 3ms/step - loss: 96.1317 - val_loss: 72.0247\n", "Epoch 33/50\n", - "39/39 [==============================] - 0s 7ms/step - loss: 69.1064 - val_loss: 63.1489\n", + "39/39 [==============================] - 0s 3ms/step - loss: 91.3060 - val_loss: 72.3098\n", "Epoch 34/50\n", - "39/39 [==============================] - 0s 9ms/step - loss: 68.5429 - val_loss: 62.6625\n", + "39/39 [==============================] - 0s 3ms/step - loss: 87.4012 - val_loss: 67.8025\n", "Epoch 35/50\n", - "39/39 [==============================] - 0s 10ms/step - loss: 67.8297 - val_loss: 63.6596\n", + "39/39 [==============================] - 0s 3ms/step - loss: 84.1106 - val_loss: 65.6992\n", "Epoch 36/50\n", - "39/39 [==============================] - 0s 10ms/step - loss: 67.6578 - val_loss: 62.9809\n", + "39/39 [==============================] - 0s 3ms/step - loss: 81.1372 - val_loss: 64.9310\n", "Epoch 37/50\n", - "39/39 [==============================] - 0s 9ms/step - loss: 67.8352 - val_loss: 63.0566\n", + "39/39 [==============================] - 0s 2ms/step - loss: 78.7251 - val_loss: 63.9008\n", "Epoch 38/50\n", - "39/39 [==============================] - 0s 10ms/step - loss: 67.1609 - val_loss: 64.7953\n", + "39/39 [==============================] - 0s 2ms/step - loss: 77.5803 - val_loss: 63.3798\n", "Epoch 39/50\n", - "39/39 [==============================] - 0s 9ms/step - loss: 66.8628 - val_loss: 63.0649\n", + "39/39 [==============================] - 0s 3ms/step - loss: 76.4466 - val_loss: 63.0393\n", "Epoch 40/50\n", - "39/39 [==============================] - 0s 11ms/step - loss: 66.8262 - val_loss: 63.2118\n", + "39/39 [==============================] - 0s 3ms/step - loss: 75.9166 - val_loss: 62.8807\n", "Epoch 41/50\n", - "39/39 [==============================] - 0s 11ms/step - loss: 66.1178 - val_loss: 63.3403\n", + "39/39 [==============================] - 0s 3ms/step - loss: 74.8734 - val_loss: 64.0402\n", "Epoch 42/50\n", - "39/39 [==============================] - 0s 10ms/step - loss: 66.2360 - val_loss: 63.3028\n", + "39/39 [==============================] - 0s 3ms/step - loss: 74.3209 - val_loss: 62.2921\n", "Epoch 43/50\n", - "39/39 [==============================] - 0s 11ms/step - loss: 65.3554 - val_loss: 63.1209\n", + "39/39 [==============================] - 0s 3ms/step - loss: 73.5263 - val_loss: 62.7885\n", "Epoch 44/50\n", - "39/39 [==============================] - 0s 7ms/step - loss: 65.8000 - val_loss: 63.0110\n", + "39/39 [==============================] - 0s 3ms/step - loss: 72.8199 - val_loss: 62.6104\n", "Epoch 45/50\n", - "39/39 [==============================] - 0s 7ms/step - loss: 65.0731 - val_loss: 62.9192\n", + "39/39 [==============================] - 0s 3ms/step - loss: 72.3271 - val_loss: 63.2757\n", "Epoch 46/50\n", - "39/39 [==============================] - 0s 7ms/step - loss: 64.7218 - val_loss: 63.1395\n", + "39/39 [==============================] - 0s 3ms/step - loss: 71.5258 - val_loss: 62.8664\n", "Epoch 47/50\n", - "39/39 [==============================] - 0s 6ms/step - loss: 64.6294 - val_loss: 63.0721\n", + "39/39 [==============================] - 0s 2ms/step - loss: 71.2076 - val_loss: 62.9072\n", "Epoch 48/50\n", - "39/39 [==============================] - 0s 6ms/step - loss: 64.7943 - val_loss: 62.8675\n", + "39/39 [==============================] - 0s 2ms/step - loss: 70.2904 - val_loss: 62.6756\n", "Epoch 49/50\n", - "39/39 [==============================] - 0s 6ms/step - loss: 64.3082 - val_loss: 62.4215\n", + "39/39 [==============================] - 0s 2ms/step - loss: 69.8210 - val_loss: 62.3653\n", "Epoch 50/50\n", - "39/39 [==============================] - 0s 6ms/step - loss: 64.0188 - val_loss: 62.3414\n" + "39/39 [==============================] - 0s 3ms/step - loss: 69.0341 - val_loss: 62.9252\n" ] }, { - "output_type": "execute_result", "data": { "text/plain": [ - "" + "" ] }, + "execution_count": 16, "metadata": {}, - "execution_count": 24 + "output_type": "execute_result" } ], "source": [ @@ -585,7 +607,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 17, "metadata": { "colab": { "base_uri": "https://localhost:8080/" @@ -595,11 +617,18 @@ }, "outputs": [ { + "name": "stdout", "output_type": "stream", + "text": [ + "1/8 [==>...........................] - ETA: 0s - loss: 102.9183" + ] + }, + { "name": "stdout", + "output_type": "stream", "text": [ - "8/8 [==============================] - 0s 5ms/step - loss: 62.3414\n", - "Root Mean Squared Error: 7.895654386104704\n" + "8/8 [==============================] - 0s 1ms/step - loss: 62.9252\n", + "Root Mean Squared Error: 7.932542829905869\n" ] } ], @@ -626,7 +655,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 18, "metadata": { "id": "JkJfj019a2an" }, @@ -637,7 +666,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 19, "metadata": { "colab": { "base_uri": "https://localhost:8080/" @@ -647,11 +676,11 @@ }, "outputs": [ { - "output_type": "stream", "name": "stdout", + "output_type": "stream", "text": [ - "8/8 [==============================] - 1s 4ms/step - loss: 62.3414\n", - "Root Mean Squared Error: 7.895654386104704\n" + "8/8 [==============================] - 0s 2ms/step - loss: 62.9252\n", + "Root Mean Squared Error: 7.932542829905869\n" ] } ], @@ -687,6 +716,9 @@ } ], "metadata": { + "colab": { + "provenance": [] + }, "kernelspec": { "display_name": "main", "language": "python", @@ -702,12 +734,9 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.18" - }, - "colab": { - "provenance": [] + "version": "3.11.2" } }, "nbformat": 4, "nbformat_minor": 0 -} \ No newline at end of file +} diff --git a/EDA.ipynb b/EDA.ipynb new file mode 100644 index 0000000..3e7c33c --- /dev/null +++ b/EDA.ipynb @@ -0,0 +1,556 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "import numpy as np \n", + "\n", + "spatio_data_file = \"./data/SpatialFeatures.csv\"\n", + "raw_spatio_feature = pd.read_csv(spatio_data_file)\n", + "raw_spatio_feature\n", + "bikeLane_matrix = raw_spatio_feature[\"BikeLane_miles\"]\n", + "bikeLane_matrix = bikeLane_matrix.fillna(0).to_numpy()\n", + "bikeLane_matrix = bikeLane_matrix/bikeLane_matrix.max()\n", + "bikeLane_matrix_board = bikeLane_matrix[np.newaxis,:] * np.ones((1248,1))" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "pd.to_pickle(raw_spatio_feature,\"./data/raw_feature.pkl\")" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "raw_data = pd.read_pickle(\"./data/raw_feature.pkl\")" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "X_train = pd.read_pickle(\"./data/X_train.pkl\")\n", + "y_train = pd.read_pickle(\"./data/y_train.pkl\")" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "trip_avg_in = y_train.mean(axis = 0)[0]\n", + "trip_avg_out = y_train.mean(axis=0)[1]" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt \n", + "plt.imshow(trip_avg_in)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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Join_CountTARGET_FIDBlockIDBikeLane_milesAADTSpeedLimitAvgSpeedPop2019Pop_DensityShape_LengthShape_AreaStationNum
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43550.98432023940.078947NaNNaN1892.00.0226477841.2773273.787843e+063
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\n", + "
" + ], + "text/plain": [ + " Join_Count TARGET_FID BlockID BikeLane_miles AADT \\\n", + "0 0 1 1 NaN 32638.666667 \n", + "1 0 2 2 NaN NaN \n", + "2 3 3 3 0.807055 21234.741935 \n", + "3 3 4 4 2.096221 5915.125000 \n", + "4 3 5 5 0.984320 23940.078947 \n", + ".. ... ... ... ... ... \n", + "123 3 124 124 1.955707 9050.487805 \n", + "124 3 125 125 1.440449 9121.500000 \n", + "125 2 126 126 0.985704 8770.901961 \n", + "126 4 127 127 0.228593 12266.085714 \n", + "127 4 128 128 1.619940 11077.037037 \n", + "\n", + " SpeedLimit AvgSpeed Pop2019 Pop_Density Shape_Length Shape_Area \\\n", + "0 NaN NaN 0.0 0.000000 7840.490288 3.787844e+06 \n", + "1 NaN NaN 0.0 0.000000 7840.686448 3.787843e+06 \n", + "2 25.0 15.0 1049.0 0.029594 7840.882970 3.787843e+06 \n", + "3 25.0 19.0 1816.0 0.030252 7841.080477 3.787844e+06 \n", + "4 NaN NaN 1892.0 0.022647 7841.277327 3.787843e+06 \n", + ".. ... ... ... ... ... ... \n", + "123 NaN NaN 1986.0 0.046045 7840.280937 3.787843e+06 \n", + "124 NaN NaN 1198.0 0.039726 7840.085072 3.787843e+06 \n", + "125 NaN NaN 555.0 0.015125 7839.890518 3.787843e+06 \n", + "126 25.0 16.0 814.0 0.031125 7839.696621 3.787844e+06 \n", + "127 25.0 16.0 1385.0 0.059671 7839.501980 3.787843e+06 \n", + "\n", + " StationNum \n", + "0 0 \n", + "1 0 \n", + "2 3 \n", + "3 3 \n", + "4 3 \n", + ".. ... \n", + "123 3 \n", + "124 3 \n", + "125 2 \n", + "126 4 \n", + "127 4 \n", + "\n", + "[128 rows x 12 columns]" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "raw_data" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [], + "source": [ + "from scipy.stats import pearsonr\n", + "def get_feature_in_2d(df,feature_name):\n", + "\n", + " feature = df[feature_name].fillna(0)\n", + " feature_arranged = np.reshape(feature,(16,8))[::-1,:]\n", + " return feature_arranged\n", + "\n", + "def cal_pearson(feature_matrix,trip_matrix,filter_zero = False,log_text = None):\n", + " f_array = feature_matrix.flatten()\n", + " t_array = trip_matrix.flatten()\n", + " f_array_filter0 = f_array[f_array!=0]\n", + " t_array_filter0 = t_array[f_array!=0]\n", + " if filter_zero:\n", + " correlation, p_value = pearsonr(f_array_filter0, t_array_filter0)\n", + " else:\n", + " correlation, p_value = pearsonr(f_array, t_array) \n", + " if log_text!=None:\n", + " print(log_text)\n", + " print(\"Pearson correlation coefficient:\", correlation)\n", + " print(\"P-value:\", p_value)\n", + "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "import sys\n", + "file_path = \"pearson_output.txt\"\n", + "\n", + "with open(file_path,\"w\") as file:\n", + " original_stdout = sys.stdout\n", + " sys.stdout = file\n", + "\n", + " feature_name_list = raw_data.columns\n", + " feature_name_list\n", + " for feature_name in feature_name_list:\n", + " temp_feature = get_feature_in_2d(raw_data,feature_name)\n", + " cal_pearson(temp_feature,trip_avg_in,log_text=feature_name)\n", + " print(\"\")\n", + " sys.stdout = original_stdout" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "# feature_bikeLane = raw_data[\"BikeLane_miles\"]\n", + "# feature_bikeLane\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "feature_bikeLane = get_feature_in_2d(raw_data,\"BikeLane_miles\")\n", + "plot_data = get_feature_in_2d(raw_data,\"BikeLane_miles\")\n", + "\n", + "plt.imshow(plot_data)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Pearson correlation coefficient: 0.6651100883626\n", + "P-value: 1.1054968365962953e-17\n" + ] + } + ], + "source": [ + "# calculate pearson corralation\n", + "\n", + "correlation, p_value = pearsonr(feature_bikeLane.flatten(), trip_avg_out.flatten())\n", + "\n", + "print(\"Pearson correlation coefficient:\", correlation)\n", + "print(\"P-value:\", p_value)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Pearson correlation coefficient: 0.9981870630298622\n", + "P-value: 1.174508784681668e-155\n" + ] + } + ], + "source": [ + "cal_pearson(trip_avg_out,trip_avg_in,filter_zero=False)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.2" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/data/X_test.pkl b/data/X_test.pkl new file mode 100644 index 0000000000000000000000000000000000000000..373c747c39274ae08e589e6241407257a159c426 GIT binary patch literal 4930 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zljn5#Yh|v?90{5kKL@{E;{j%{nlL{*gfP|3AsIelwBhwv+K}Q$eSC^h<(FG#wgU4| z@pu+WVYQ@J#~IL!dCTd|mwCCJ1N-hk(Y&=_pBT16m@R3_ZLwQ1Mz;Q$1gj z!#zL&O8WvL7bc<4_GwsklNS#46~Kyz2pYW^g(GfAf!WW*$i;X>igNZ4dmBh=_GA!= z8wz;xLKigtSr#OwF2mNnPWW-oYHFC=NJN?rlB+Hz)oh{{ScM>q{-c{{gp_kXyak6D`4J06B5tJQ@^jS)bo5_iwx^{UZ~Qf#ZZc6Prz6xz(9&OI|Fd#*?sGl(DT{H9!F8mTC`!+= zd@FEB0zV#6Lc(`>K zlfZ4kLI3BWMJ;pDS}6g6{~Xf)J&tW71UIoi*98ap1#JAk4D32Z+_xLPma9n>5%|xc t@P8OM!cMg%c>RXWCgB?bHu{HcGx2AySXAskorKx%61MF>`=538e*?{)^UnYP diff --git a/model_base.ipynb b/model_base.ipynb index 4a1f83f..61b2581 100644 --- a/model_base.ipynb +++ b/model_base.ipynb @@ -351,6 +351,9 @@ "metadata": {}, "outputs": [], "source": [ + "spatio_data_file = \"./data/SpatialFeatures.csv\"\n", + "raw_spatio_feature = pd.read_csv(spatio_data_file)\n", + "raw_spatio_feature\n", "bikeLane_matrix = raw_spatio_feature[\"BikeLane_miles\"]\n", "bikeLane_matrix = bikeLane_matrix.fillna(0).to_numpy()\n", "bikeLane_matrix = bikeLane_matrix/bikeLane_matrix.max()\n", diff --git a/pearson_output.txt b/pearson_output.txt new file mode 100644 index 0000000..95aa71e --- /dev/null +++ b/pearson_output.txt @@ -0,0 +1,48 @@ +Join_Count +Pearson correlation coefficient: 0.7887246317228819 +P-value: 2.126416611060375e-28 + +TARGET_FID +Pearson correlation coefficient: 0.2064183054757722 +P-value: 0.01940376270754485 + +BlockID +Pearson correlation coefficient: 0.2064183054757722 +P-value: 0.01940376270754485 + +BikeLane_miles +Pearson correlation coefficient: 0.6624623587013789 +P-value: 1.6487664788267492e-17 + +AADT +Pearson correlation coefficient: -0.285554346336933 +P-value: 0.001085811125853863 + +SpeedLimit +Pearson correlation coefficient: 0.3365605097340376 +P-value: 0.00010260846997989021 + +AvgSpeed +Pearson correlation coefficient: 0.2481313233028067 +P-value: 0.004742072331757151 + +Pop2019 +Pearson correlation coefficient: -0.18736744884819584 +P-value: 0.03419036985485936 + +Pop_Density +Pearson correlation coefficient: 0.41286578117867473 +P-value: 1.2785022358965004e-06 + +Shape_Length +Pearson correlation coefficient: -0.213494493922044 +P-value: 0.015533906724338544 + +Shape_Area +Pearson correlation coefficient: -0.06408804833076386 +P-value: 0.47232579210036624 + +StationNum +Pearson correlation coefficient: 0.7887246317228819 +P-value: 2.126416611060375e-28 + diff --git a/pearson_output_filter0.txt b/pearson_output_filter0.txt new file mode 100644 index 0000000..4a52ab5 --- /dev/null +++ b/pearson_output_filter0.txt @@ -0,0 +1,48 @@ +Join_Count +Pearson correlation coefficient: 0.7051078723982003 +P-value: 2.6424804779690354e-16 + +TARGET_FID +Pearson correlation coefficient: 0.2064183054757722 +P-value: 0.01940376270754485 + +BlockID +Pearson correlation coefficient: 0.2064183054757722 +P-value: 0.01940376270754485 + +BikeLane_miles +Pearson correlation coefficient: 0.5937892580606238 +P-value: 5.185568544898487e-12 + +AADT +Pearson correlation coefficient: -0.4872353743589808 +P-value: 3.853085692314215e-08 + +SpeedLimit +Pearson correlation coefficient: -0.02288048439320256 +P-value: 0.8413625889955498 + +AvgSpeed +Pearson correlation coefficient: -0.3854992655034646 +P-value: 0.0004507763325782248 + +Pop2019 +Pearson correlation coefficient: -0.2732497613618664 +P-value: 0.002425548488616511 + +Pop_Density +Pearson correlation coefficient: 0.3561487116040258 +P-value: 6.091179412853825e-05 + +Shape_Length +Pearson correlation coefficient: -0.213494493922044 +P-value: 0.015533906724338544 + +Shape_Area +Pearson correlation coefficient: -0.06408804833076386 +P-value: 0.47232579210036624 + +StationNum +Pearson correlation coefficient: 0.7051078723982003 +P-value: 2.6424804779690354e-16 +

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