diff --git a/.DS_Store b/.DS_Store index 0fd40c7..8b724d1 100644 Binary files a/.DS_Store and b/.DS_Store differ diff --git a/Bank Customer Churn Prediction/Banking.ipynb b/Bank Customer Churn Prediction/Banking.ipynb index 5bf566d..aa5c36b 100644 --- a/Bank Customer Churn Prediction/Banking.ipynb +++ b/Bank Customer Churn Prediction/Banking.ipynb @@ -135760,7 +135760,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.1" + "version": "3.11.1 (v3.11.1:a7a450f84a, Dec 6 2022, 15:24:06) [Clang 13.0.0 (clang-1300.0.29.30)]" }, "orig_nbformat": 4, "vscode": { diff --git a/Bank Customer Churn Prediction/water_quality.ipynb b/Bank Customer Churn Prediction/water_quality.ipynb new file mode 100644 index 0000000..9544912 --- /dev/null +++ b/Bank Customer Churn Prediction/water_quality.ipynb @@ -0,0 +1,28006 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "import numpy as np \n", + "import seaborn as sns\n", + "import plotly.express as px\n", + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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"" + } + }, + "scene": { + "xaxis": { + "backgroundcolor": "rgb(17,17,17)", + "gridcolor": "#506784", + "gridwidth": 2, + "linecolor": "#506784", + "showbackground": true, + "ticks": "", + "zerolinecolor": "#C8D4E3" + }, + "yaxis": { + "backgroundcolor": "rgb(17,17,17)", + "gridcolor": "#506784", + "gridwidth": 2, + "linecolor": "#506784", + "showbackground": true, + "ticks": "", + "zerolinecolor": "#C8D4E3" + }, + "zaxis": { + "backgroundcolor": "rgb(17,17,17)", + "gridcolor": "#506784", + "gridwidth": 2, + "linecolor": "#506784", + "showbackground": true, + "ticks": "", + "zerolinecolor": "#C8D4E3" + } + }, + "shapedefaults": { + "line": { + "color": "#f2f5fa" + } + }, + "sliderdefaults": { + "bgcolor": "#C8D4E3", + "bordercolor": "rgb(17,17,17)", + "borderwidth": 1, + "tickwidth": 0 + }, + "ternary": { + "aaxis": { + "gridcolor": "#506784", + "linecolor": "#506784", + "ticks": "" + }, + "baxis": { + "gridcolor": "#506784", + "linecolor": "#506784", + "ticks": "" + }, + "bgcolor": "rgb(17,17,17)", + "caxis": { + "gridcolor": "#506784", + "linecolor": "#506784", + "ticks": "" + } + }, + "title": { + "x": 0.05 + }, + "updatemenudefaults": { + "bgcolor": "#506784", + "borderwidth": 0 + }, + "xaxis": { + "automargin": true, + "gridcolor": "#283442", + "linecolor": "#506784", + "ticks": "", + "title": { + "standoff": 15 + }, + "zerolinecolor": "#283442", + "zerolinewidth": 2 + }, + "yaxis": { + "automargin": true, + "gridcolor": "#283442", + "linecolor": "#506784", + "ticks": "", + "title": { + "standoff": 15 + }, + "zerolinecolor": "#283442", + "zerolinewidth": 2 + } + } + }, + "title": { + "text": "Factors Affecting Water Quality: Turbidity (Grouped by Potability)" + }, + "xaxis": { + "anchor": "y", + "domain": [ + 0, + 1 + ], + "title": { + "text": "Turbidity" + } + }, + "yaxis": { + "anchor": "x", + "domain": [ + 0, + 1 + ], + "title": { + "text": "count" + } + } + } + } + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "def plot_histograms_for_columns(data_frame, group_by_col):\n", + " cols = data_frame.columns.drop(group_by_col)\n", + "\n", + " for col in cols:\n", + " fig = px.histogram(data_frame, x=col, color=group_by_col, \n", + " title=f\"Factors Affecting Water Quality: {col} (Grouped by {group_by_col})\", template=\"plotly_dark\")\n", + " fig.show()\n", + "\n", + "\n", + "plot_histograms_for_columns(df, \"Potability\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "correlation = df.corr()\n", + "sns.heatmap(correlation)" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Collecting scikit-learn\n", + " Downloading scikit_learn-1.3.0-cp311-cp311-macosx_12_0_arm64.whl (9.4 MB)\n", + "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m9.4/9.4 MB\u001b[0m \u001b[31m3.4 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m00:01\u001b[0m00:01\u001b[0m\n", + "\u001b[?25hRequirement already satisfied: numpy>=1.17.3 in /opt/homebrew/lib/python3.11/site-packages (from scikit-learn) (1.25.1)\n", + "Collecting scipy>=1.5.0\n", + " Using cached scipy-1.11.1-cp311-cp311-macosx_12_0_arm64.whl (29.5 MB)\n", + "Collecting joblib>=1.1.1\n", + " Using cached joblib-1.3.1-py3-none-any.whl (301 kB)\n", + "Collecting threadpoolctl>=2.0.0\n", + " Using cached threadpoolctl-3.2.0-py3-none-any.whl (15 kB)\n", + "Installing collected packages: threadpoolctl, scipy, joblib, scikit-learn\n", + "Successfully installed joblib-1.3.1 scikit-learn-1.3.0 scipy-1.11.1 threadpoolctl-3.2.0\n", + "\n", + "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip is available: \u001b[0m\u001b[31;49m23.0.1\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m23.2.1\u001b[0m\n", + "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpython3.11 -m pip install --upgrade pip\u001b[0m\n", + "Note: you may need to restart the kernel to use updated packages.\n" + ] + } + ], + "source": [ + "pip install scikit-learn" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Accuracy Score: 0.6771523178807947\n" + ] + } + ], + "source": [ + "from sklearn.ensemble import RandomForestClassifier\n", + "from sklearn.model_selection import train_test_split\n", + "from sklearn.metrics import accuracy_score\n", + "\n", + "X = df.drop(\"Potability\", axis=1)\n", + "y = df[\"Potability\"]\n", + "\n", + "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size = 0.2, random_state = 42)\n", + "\n", + "rf_model = RandomForestClassifier(random_state = 42)\n", + "rf_model.fit(X_train, y_train)\n", + "\n", + "y_pred = rf_model.predict(X_test)\n", + "\n", + "accuracy = accuracy_score(y_test, y_pred) \n", + "print(\"Accuracy Score: \", accuracy)" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Accuracy: 0.6277915632754343\n" + ] + } + ], + "source": [ + "from sklearn.tree import DecisionTreeClassifier\n", + "from sklearn.model_selection import train_test_split\n", + "from sklearn.metrics import accuracy_score\n", + "\n", + "X = df.drop(\"Potability\", axis=1)\n", + "y = df[\"Potability\"]\n", + "\n", + "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)\n", + "\n", + "dt_model = DecisionTreeClassifier(random_state = 42)\n", + "dt_model.fit(X_train, y_train)\n", + "predictions = dt_model.predict(X_test)\n", + "\n", + "accuracy = accuracy_score(y_test, predictions)\n", + "print('Accuracy:', accuracy)\n" + ] + }, + { + "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": "3.11.4" + }, + "orig_nbformat": 4, + "vscode": { + "interpreter": { + "hash": "b0fa6594d8f4cbf19f97940f81e996739fb7646882a419484c72d19e05852a7e" + } + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/Car Prediction/CarPrice_Prediction.ipynb b/Car Prediction/CarPrice_Prediction.ipynb index 84e908e..27605a2 100644 --- a/Car Prediction/CarPrice_Prediction.ipynb +++ b/Car Prediction/CarPrice_Prediction.ipynb @@ -17026,7 +17026,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - 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