diff --git a/.gitignore b/.gitignore index e823f743..fd7745f7 100644 --- a/.gitignore +++ b/.gitignore @@ -4,3 +4,5 @@ Backend/.env Frontend/node_modules Frontend/.expo Scrapping/Australia_GroceriesScraper/configuration.ini +*.csv +*.csv diff --git a/ML/SMART CART/Falah Code/smart_cart_add_behavioral_product_relationships.ipynb b/ML/SMART CART/Falah Code/smart_cart_add_behavioral_product_relationships.ipynb new file mode 100644 index 00000000..203c78b7 --- /dev/null +++ b/ML/SMART CART/Falah Code/smart_cart_add_behavioral_product_relationships.ipynb @@ -0,0 +1,1076 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "1f517ca8", + "metadata": {}, + "source": [ + "## Add behavioral features, and product relationships " + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "id": "29176d37", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "trans_df_with_promotions = pd.read_csv('data/trans_with_promotions.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "id": "a92cfc02", + "metadata": {}, + "outputs": [], + "source": [ + "def add_behavioral_features(trans_df, price_col=\"transaction_price\", discount_flag=\"promotion_applied\"):\n", + " # ---------- User-level features ----------\n", + " basket_size = (\n", + " trans_df.groupby(\"user_id\")[\"product_code\"].count()\n", + " / trans_df.groupby(\"user_id\")[\"transaction_id\"].nunique()\n", + " ).rename(\"avg_basket_size\")\n", + "\n", + " avg_spend = (\n", + " trans_df.groupby(\"user_id\")[price_col].mean()\n", + " .rename(\"avg_spend\")\n", + " )\n", + "\n", + " discount_sens = (\n", + " trans_df.groupby(\"user_id\")[discount_flag].mean()\n", + " .rename(\"discount_sensitivity\")\n", + " )\n", + "\n", + " user_features = pd.concat([basket_size, avg_spend, discount_sens], axis=1).reset_index()\n", + "\n", + " # ---------- Category-level features ----------\n", + " cat_features = (\n", + " trans_df.groupby([\"user_id\", \"category\"]).agg(\n", + " basket_size_cat=(\"product_code\", \"count\"), # total products\n", + " unique_txn_cat=(\"transaction_id\", \"nunique\"),\n", + " avg_spend_cat=(price_col, \"mean\"),\n", + " discount_sens_cat=(discount_flag, \"mean\")\n", + " ).reset_index()\n", + " )\n", + "\n", + " # Adjust basket size per transaction\n", + " cat_features[\"basket_size_cat\"] = cat_features[\"basket_size_cat\"] / cat_features[\"unique_txn_cat\"]\n", + " cat_features = cat_features.drop(columns=[\"unique_txn_cat\"])\n", + "\n", + " # ---------- Return both ----------\n", + " return [user_features, cat_features]\n" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "id": "6f334886", + "metadata": {}, + "outputs": [], + "source": [ + "[user_features, cat_features] = add_behavioral_features(trans_df_with_promotions)" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "id": "1def09af", + "metadata": {}, + "outputs": [], + "source": [ + "def add_product_relationships(trans_df):\n", + " # category diversity: number of unique categories bought\n", + " cat_diversity = trans_df.groupby(\"user_id\")[\"category\"].nunique().rename(\"category_diversity\")\n", + "\n", + " # loyalty index: ratio of purchases from top category vs all categories\n", + " def loyalty(x):\n", + " counts = x.value_counts()\n", + " return counts.max() / counts.sum()\n", + "\n", + " loyalty_index = trans_df.groupby(\"user_id\")[\"category\"].apply(loyalty).rename(\"loyalty_index\")\n", + " \n", + " return pd.concat([cat_diversity, loyalty_index], axis=1).reset_index()" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "id": "5a8223ea", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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user_idavg_basket_sizeavg_spenddiscount_sensitivity
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" + ], + "text/plain": [ + " user_id avg_basket_size avg_spend discount_sensitivity\n", + "0 user_1 4.492483 12.876816 0.160937\n", + "1 user_10 4.479574 13.268269 0.148771\n", + "2 user_11 4.492308 12.926989 0.149328\n", + "3 user_12 4.468908 13.416525 0.148469\n", + "4 user_13 5.488655 8.561471 0.150627" + ] + }, + "execution_count": 43, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "user_features.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "id": "97e1a5cf", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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user_idcategorybasket_size_catavg_spend_catdiscount_sens_cat
0user_1AIRCARE1.02479312.3598300.137097
1user_1ASIAN FOODS1.0545455.0125060.193966
2user_1BAKERY BOUGHT IN1.0000008.1154730.294118
3user_1BAKERY PACKAGED CAKE1.0000005.7718640.230769
4user_1BAKERY SNACKS1.0000005.8164960.269231
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" + ], + "text/plain": [ + " user_id category basket_size_cat avg_spend_cat \\\n", + "0 user_1 AIRCARE 1.024793 12.359830 \n", + "1 user_1 ASIAN FOODS 1.054545 5.012506 \n", + "2 user_1 BAKERY BOUGHT IN 1.000000 8.115473 \n", + "3 user_1 BAKERY PACKAGED CAKE 1.000000 5.771864 \n", + "4 user_1 BAKERY SNACKS 1.000000 5.816496 \n", + "\n", + " discount_sens_cat \n", + "0 0.137097 \n", + "1 0.193966 \n", + "2 0.294118 \n", + "3 0.230769 \n", + "4 0.269231 " + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "cat_features.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "id": "2f055a75", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1338619" + ] + }, + "execution_count": 45, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Merge on both user_id \n", + "all_features_df = trans_df_with_promotions.merge(\n", + " user_features,\n", + " on=['user_id'], # common keys\n", + " how='left' # keep all transactions, add prefs if available\n", + ")\n", + "\n", + "# Merge on both user_id and product_code\n", + "all_features_df = all_features_df.merge(\n", + " cat_features,\n", + " on=['user_id','category'], # common keys\n", + " how='left' # keep all transactions, add prefs if available\n", + ")\n", + "\n", + "len(all_features_df) " + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "id": "d691d364", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['Unnamed: 0.1', 'Unnamed: 0', 'transaction_id', 'user_id',\n", + " 'product_code', 'category', 'item_name', 'discount_percentage',\n", + " 'transaction_date', 'transaction_price', 'age_group', 'gender',\n", + " 'income_bracket', 'customer_type', 'state', 'month', 'seasonal_factor',\n", + " 'adjusted_spend', 'promotion_applied', 'discount_amount', 'final_spend',\n", + " 'avg_basket_size', 'avg_spend', 'discount_sensitivity',\n", + " 'basket_size_cat', 'avg_spend_cat', 'discount_sens_cat'],\n", + " dtype='object')" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "all_features_df.columns" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "id": "d09240c1", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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user_idcategory_diversityloyalty_index
0user_11210.070581
1user_101230.083267
2user_111240.079349
3user_121260.068309
4user_131260.069466
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" + ], + "text/plain": [ + " user_id category_diversity loyalty_index\n", + "0 user_1 121 0.070581\n", + "1 user_10 123 0.083267\n", + "2 user_11 124 0.079349\n", + "3 user_12 126 0.068309\n", + "4 user_13 126 0.069466" + ] + }, + "execution_count": 47, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "product_relationship_features_df = add_product_relationships(all_features_df)\n", + "product_relationship_features_df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "id": "7b855f2a", + "metadata": {}, + "outputs": [], + "source": [ + "# Merge on both user_id and product_code\n", + "all_features_df = all_features_df.merge(\n", + " product_relationship_features_df,\n", + " on=['user_id'], # common keys\n", + " how='left' # keep all transactions, add prefs if available\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "id": "fcbea0c6", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1338619" + ] + }, + "execution_count": 49, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "all_features_df.dropna(inplace=True)\n", + "len(all_features_df) " + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "id": "f8baf054", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['Unnamed: 0.1', 'Unnamed: 0', 'transaction_id', 'user_id',\n", + " 'product_code', 'category', 'item_name', 'discount_percentage',\n", + " 'transaction_date', 'transaction_price', 'age_group', 'gender',\n", + " 'income_bracket', 'customer_type', 'state', 'month', 'seasonal_factor',\n", + " 'adjusted_spend', 'promotion_applied', 'discount_amount', 'final_spend',\n", + " 'avg_basket_size', 'avg_spend', 'discount_sensitivity',\n", + " 'basket_size_cat', 'avg_spend_cat', 'discount_sens_cat',\n", + " 'category_diversity', 'loyalty_index'],\n", + " dtype='object')" + ] + }, + "execution_count": 50, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "all_features_df.columns" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "id": "80ced881", + "metadata": {}, + "outputs": [], + "source": [ + "# Define new column order\n", + "ordered_columns = [\n", + " # 1. Identifiers\n", + " 'transaction_id', 'user_id', 'product_code', 'item_name', 'category',\n", + " \n", + " # 2. Transaction details\n", + " 'transaction_date', 'month', 'seasonal_factor', 'transaction_price',\n", + " 'discount_percentage', 'discount_amount', 'promotion_applied',\n", + " 'adjusted_spend', 'final_spend',\n", + " \n", + " # 3. User demographics\n", + " 'age_group', 'gender', 'income_bracket', 'customer_type', 'state',\n", + " \n", + " # 4. Behavioral\n", + " 'avg_basket_size', 'avg_spend', 'discount_sensitivity',\n", + " \n", + " # 5. Categorical (binned)\n", + " 'basket_size_cat', 'avg_spend_cat', 'discount_sens_cat',\n", + " \n", + " # 6. Engagement & diversity\n", + " 'category_diversity', 'loyalty_index'\n", + "]\n", + "\n", + "# Apply reordering\n", + "all_features_df = all_features_df[ordered_columns]\n", + "\n", + "# Optional renaming for clarity\n", + "all_features_df = all_features_df.rename(columns={\n", + " 'avg_spend': 'average_spend',\n", + " 'avg_basket_size': 'average_basket_size',\n", + " 'discount_sens_cat': 'discount_sensitivity_cat',\n", + " 'avg_spend_cat': 'average_spend_cat',\n", + " 'basket_size_cat': 'basket_size_category'\n", + "})\n" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "id": "47318d6a", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "RangeIndex: 1338619 entries, 0 to 1338618\n", + "Data columns (total 27 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 transaction_id 1338619 non-null object \n", + " 1 user_id 1338619 non-null object \n", + " 2 product_code 1338619 non-null int64 \n", + " 3 item_name 1338619 non-null object \n", + " 4 category 1338619 non-null object \n", + " 5 transaction_date 1338619 non-null object \n", + " 6 month 1338619 non-null int64 \n", + " 7 seasonal_factor 1338619 non-null float64\n", + " 8 transaction_price 1338619 non-null float64\n", + " 9 discount_percentage 1338619 non-null float64\n", + " 10 discount_amount 1338619 non-null float64\n", + " 11 promotion_applied 1338619 non-null int64 \n", + " 12 adjusted_spend 1338619 non-null float64\n", + " 13 final_spend 1338619 non-null float64\n", + " 14 age_group 1338619 non-null object \n", + " 15 gender 1338619 non-null object \n", + " 16 income_bracket 1338619 non-null object \n", + " 17 customer_type 1338619 non-null object \n", + " 18 state 1338619 non-null object \n", + " 19 average_basket_size 1338619 non-null float64\n", + " 20 average_spend 1338619 non-null float64\n", + " 21 discount_sensitivity 1338619 non-null float64\n", + " 22 basket_size_category 1338619 non-null float64\n", + " 23 average_spend_cat 1338619 non-null float64\n", + " 24 discount_sensitivity_cat 1338619 non-null float64\n", + " 25 category_diversity 1338619 non-null int64 \n", + " 26 loyalty_index 1338619 non-null float64\n", + "dtypes: float64(13), int64(4), object(10)\n", + "memory usage: 275.7+ MB\n", + "None\n" + ] + } + ], + "source": [ + "print(all_features_df.info())" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "id": "e81153c7", + "metadata": {}, + "outputs": [], + "source": [ + "all_features_df.to_csv('data/all-featuers.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c99936f6", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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transaction_iduser_idproduct_codeitem_namecategorytransaction_datemonthseasonal_factortransaction_pricediscount_percentage...customer_typestateaverage_basket_sizeaverage_spenddiscount_sensitivitybasket_size_categoryaverage_spend_catdiscount_sensitivity_catcategory_diversityloyalty_index
3063217bad5bcecduser_132859430Soap Free WashSKIN CARE2025-03-2231.213.2986190.300000...LoyalSA5.4886558.5614710.1506271.04103910.9170490.1343521260.069466
1060263621567786cuser_403189504Honey Soy & Garlic Stir Fry Meal Base PouchASIAN FOODS2025-03-1931.23.5576940.142857...OccasionalWA4.54605812.9652840.1496521.0606064.7812090.1428571210.076672
10720511f402fd2eeuser_415319429Bag Fruit PastillesCONFECTIONERY2023-12-19121.55.0884210.300000...OccasionalVIC4.52100013.0053920.1537431.0205886.7179700.1440921240.081033
12082664b79466dfeuser_457534182Aerosol-Free Automatic Spray Refill Apple Blos...AIRCARE2022-11-06111.511.6104680.200000...LoyalWA5.5022888.5292930.1487561.0348038.3561020.1513451260.071051
937775517cb97033user_369091672Ice Cream Mini Almond 6PackICE CREAM2024-08-2181.012.3442830.300000...FrequentQLD4.48628713.0718060.1498101.02347410.9031590.1422021240.082382
..................................................................
115919284992687b3user_458988221Kids Chewable Multivitamins StrawberryVITAMINS2024-05-2851.07.7342850.500000...LoyalWA5.5022888.5292930.1487561.12406213.6565920.1501541260.071051
130989b47b851eabuser_59503543Teevee Snacks Biscuits Malt SticksBISCUITS & COOKIES2022-08-2281.05.7339130.200000...OccasionalNT4.50600612.9187640.1438691.0642864.6685050.1275171210.073226
478703138cef462euser_183034031Mocha Flavoured MilkDY MILK2022-08-1181.05.4613640.200000...OccasionalNSW4.46345913.4207790.1500361.0120484.2861680.2142861260.068493
283778159bf947cbuser_136314227No.X Extreme Coffee BeansCOFFEE2024-03-0531.227.2307820.300000...LoyalSA5.4886558.5614710.1506271.04467610.1839680.1575201260.069466
1300582e02e619433user_505081270Low Carb Caramel Chocolate Nut Roll Bars 5 PackHEALTH FOODS2024-02-1820.814.2703750.210526...LoyalQLD5.4936088.2151790.1528481.0461227.0184840.1412831210.074820
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100 rows × 27 columns

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Loyal SA \n", + "1060263 3.557694 0.142857 ... Occasional WA \n", + "1072051 5.088421 0.300000 ... Occasional VIC \n", + "1208266 11.610468 0.200000 ... Loyal WA \n", + "937775 12.344283 0.300000 ... Frequent QLD \n", + "... ... ... ... ... ... \n", + "1159192 7.734285 0.500000 ... Loyal WA \n", + "130989 5.733913 0.200000 ... Occasional NT \n", + "478703 5.461364 0.200000 ... Occasional NSW \n", + "283778 27.230782 0.300000 ... Loyal SA \n", + "1300582 14.270375 0.210526 ... Loyal QLD \n", + "\n", + " average_basket_size average_spend discount_sensitivity \\\n", + "306321 5.488655 8.561471 0.150627 \n", + "1060263 4.546058 12.965284 0.149652 \n", + "1072051 4.521000 13.005392 0.153743 \n", + "1208266 5.502288 8.529293 0.148756 \n", + "937775 4.486287 13.071806 0.149810 \n", + "... ... ... ... \n", + "1159192 5.502288 8.529293 0.148756 \n", + "130989 4.506006 12.918764 0.143869 \n", + "478703 4.463459 13.420779 0.150036 \n", + "283778 5.488655 8.561471 0.150627 \n", + "1300582 5.493608 8.215179 0.152848 \n", + "\n", + " basket_size_category average_spend_cat discount_sensitivity_cat \\\n", + "306321 1.041039 10.917049 0.134352 \n", + "1060263 1.060606 4.781209 0.142857 \n", + "1072051 1.020588 6.717970 0.144092 \n", + "1208266 1.034803 8.356102 0.151345 \n", + "937775 1.023474 10.903159 0.142202 \n", + "... ... ... ... \n", + "1159192 1.124062 13.656592 0.150154 \n", + "130989 1.064286 4.668505 0.127517 \n", + "478703 1.012048 4.286168 0.214286 \n", + "283778 1.044676 10.183968 0.157520 \n", + "1300582 1.046122 7.018484 0.141283 \n", + "\n", + " category_diversity loyalty_index \n", + "306321 126 0.069466 \n", + "1060263 121 0.076672 \n", + "1072051 124 0.081033 \n", + "1208266 126 0.071051 \n", + "937775 124 0.082382 \n", + "... ... ... \n", + "1159192 126 0.071051 \n", + "130989 121 0.073226 \n", + "478703 126 0.068493 \n", + "283778 126 0.069466 \n", + "1300582 121 0.074820 \n", + "\n", + "[100 rows x 27 columns]" + ] + }, + "execution_count": 55, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Get 20 random records with reproducibility\n", + "random_sample = all_features_df.sample(n=100, random_state=30)\n", + "# Display as a DataFrame\n", + "random_sample_df = pd.DataFrame(random_sample)\n", + "# Show the DataFrame\n", + "random_sample_df" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "id": "6b2b2a05", + "metadata": {}, + "outputs": [], + "source": [ + "random_sample_df.to_csv('data/random_sample_all_featuers_df.csv')" + ] + } + ], + "metadata": { + "colab": { + "provenance": [] + }, + "kernelspec": { + "display_name": "dolfin", + "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": "3.11.5" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/ML/SMART CART/Falah Code/smart_cart_add_visulization.ipynb b/ML/SMART CART/Falah Code/smart_cart_add_visulization.ipynb new file mode 100644 index 00000000..f1727741 --- /dev/null +++ b/ML/SMART CART/Falah Code/smart_cart_add_visulization.ipynb @@ -0,0 +1,30075 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "b4c762cd", + "metadata": {}, + "source": [ + "## Analytics & Visualization\n", + " Objective: Interactive dashboards and plots for insights\n", + "
\n", + " Main Functions: plot_transactions_interactive, plot_transactions_multi_dashboard, plot_purchase_distributions" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "6c7fb7d7", + "metadata": {}, + "outputs": [], + "source": [ + "# Analytics & Visualization\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "import plotly.express as px\n", + "import plotly.graph_objects as go\n", + "from plotly.subplots import make_subplots" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "d9bb532a", + "metadata": {}, + "outputs": [], + "source": [ + "trans_df = pd.read_csv('data/trans.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "7700ab0b", + "metadata": {}, + "outputs": [], + "source": [ + "# ========================\n", + "# Interactive Visualization\n", + "# ========================\n", + "def plot_transactions_interactive(trans_df, dimension='age_group', freq='M', metric='transaction_count'):\n", + " df = trans_df.copy()\n", + " df['transaction_date'] = pd.to_datetime(df['transaction_date'])\n", + " \n", + " agg_df = df.groupby([pd.Grouper(key='transaction_date', freq=freq), dimension]).agg({\n", + " 'transaction_id':'count',\n", + " 'transaction_price':'sum'\n", + " }).reset_index().rename(columns={'transaction_id':'transaction_count','transaction_price':'total_revenue'})\n", + " \n", + " y_axis = 'transaction_count' if metric=='transaction_count' else 'total_revenue'\n", + " \n", + " fig = px.line(\n", + " agg_df,\n", + " x='transaction_date',\n", + " y=y_axis,\n", + " color=dimension,\n", + " title=f'{y_axis.replace(\"_\",\" \").title()} Over Time by {dimension}',\n", + " labels={'transaction_date':'Date', y_axis:y_axis.replace(\"_\",\" \").title()},\n", + " hover_data={'transaction_date':True, y_axis:True, dimension:True}\n", + " )\n", + " fig.update_layout(template='plotly_white', legend_title_text=dimension)\n", + " fig.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "c3601f19", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "customdata": [ + [ + "18-24" + ], + [ + "18-24" + ], + [ + "18-24" + ], + [ + "18-24" + ], + [ + "18-24" + ], + [ + "18-24" + ], + [ + "18-24" + ], + [ + "18-24" + ], + [ + "18-24" + ], + [ + "18-24" + ], + [ + "18-24" + ], + [ + "18-24" + ], + [ + "18-24" + ], + [ + "18-24" + ], + [ + "18-24" + ], + [ + "18-24" + ], + [ + "18-24" + ], + [ + "18-24" + ], + [ + "18-24" + ], + [ + "18-24" + ], + [ + "18-24" + ], + [ + "18-24" + ], + [ + "18-24" + ], + [ + "18-24" + ], + [ + "18-24" + ], + [ + "18-24" + ], + [ + "18-24" + ], + [ + "18-24" + ], + [ + "18-24" + ], + [ + "18-24" + ], + [ + "18-24" + ], + [ + "18-24" + ], + [ + "18-24" + ], + [ + "18-24" + ], + [ + "18-24" + ], + [ + "18-24" + ], + [ + "18-24" + ] + ], + "hovertemplate": "age_group=%{customdata[0]}
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plotly.subplots import make_subplots\n", + "import pandas as pd\n", + "\n", + "def plot_transactions_multi_dashboard(trans_df, freq='M', metric='transaction_count'):\n", + " \"\"\"\n", + " Multi-subplot interactive dashboard with separate legends for each subplot.\n", + " Dimensions: age_group, gender, customer_type, state\n", + " \"\"\"\n", + " df = trans_df.copy()\n", + " df['transaction_date'] = pd.to_datetime(df['transaction_date'])\n", + " \n", + " # Aggregate metrics\n", + " agg_df = df.groupby([pd.Grouper(key='transaction_date', freq=freq),\n", + " 'age_group','gender','customer_type','state']).agg({\n", + " 'transaction_id':'count',\n", + " 'transaction_price':'sum'\n", + " }).reset_index().rename(columns={'transaction_id':'transaction_count',\n", + " 'transaction_price':'total_revenue'})\n", + " \n", + " y_axis = metric # metric to plot\n", + " \n", + " # Create subplots: 2 rows, 2 cols\n", + " fig = make_subplots(rows=2, cols=2, subplot_titles=('Age Group','Gender','Customer Type','State'))\n", + " \n", + " # --- Age Group ---\n", + " for i, group in enumerate(agg_df['age_group'].unique()):\n", + " temp = agg_df[agg_df['age_group']==group]\n", + " fig.add_trace(go.Scatter(x=temp['transaction_date'], y=temp[y_axis], mode='lines', \n", + " name=group, showlegend=(i==0)), row=1, col=1)\n", + " \n", + " # --- Gender ---\n", + " for i, group in enumerate(agg_df['gender'].unique()):\n", + " temp = agg_df[agg_df['gender']==group]\n", + " fig.add_trace(go.Scatter(x=temp['transaction_date'], y=temp[y_axis], mode='lines', \n", + " name=group, showlegend=(i==0)), row=1, col=2)\n", + " \n", + " # --- Customer Type ---\n", + " for i, group in enumerate(agg_df['customer_type'].unique()):\n", + " temp = agg_df[agg_df['customer_type']==group]\n", + " fig.add_trace(go.Scatter(x=temp['transaction_date'], y=temp[y_axis], mode='lines', \n", + " name=group, showlegend=(i==0)), row=2, col=1)\n", + " \n", + " # --- State ---\n", + " for i, group in enumerate(agg_df['state'].unique()):\n", + " temp = agg_df[agg_df['state']==group]\n", + " fig.add_trace(go.Scatter(x=temp['transaction_date'], y=temp[y_axis], mode='lines', \n", + " name=group, showlegend=(i==0)), row=2, col=2)\n", + " \n", + " # Layout: separate legend positions\n", + " fig.update_layout(\n", + " height=900, width=1200, title_text=f\"{y_axis.replace('_',' ').title()} Over Time by Dimensions\",\n", + " template='plotly_white',\n", + " legend=dict(\n", + " traceorder='normal',\n", + " font=dict(size=10),\n", + " x=1.05,\n", + " y=1\n", + " )\n", + " )\n", + " \n", + " fig.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "d8e7761e", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "mode": "lines", + "name": "18-24", + "showlegend": true, + "type": "scatter", + "x": [ + "2022-08-31T00:00:00", + "2022-08-31T00:00:00", + 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"domain": [ + 0.55, + 1 + ] + }, + "xaxis3": { + "anchor": "y3", + "domain": [ + 0, + 0.45 + ] + }, + "xaxis4": { + "anchor": "y4", + "domain": [ + 0.55, + 1 + ] + }, + "yaxis": { + "anchor": "x", + "domain": [ + 0.625, + 1 + ] + }, + "yaxis2": { + "anchor": "x2", + "domain": [ + 0.625, + 1 + ] + }, + "yaxis3": { + "anchor": "x3", + "domain": [ + 0, + 0.375 + ] + }, + "yaxis4": { + "anchor": "x4", + "domain": [ + 0, + 0.375 + ] + } + } + } + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Revenue over time\n", + "plot_transactions_multi_dashboard(trans_df=trans_df, freq='M', metric='total_revenue')" + ] + } + ], + "metadata": { + "colab": { + "provenance": [] + }, + "kernelspec": { + "display_name": "dolfin", + "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": "3.11.5" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/ML/SMART CART/Falah Code/smart_cart_create_add_users.ipynb b/ML/SMART CART/Falah Code/smart_cart_create_add_users.ipynb new file mode 100644 index 00000000..bee17990 --- /dev/null +++ b/ML/SMART CART/Falah Code/smart_cart_create_add_users.ipynb @@ -0,0 +1,268 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 2, + "id": "e03516db", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "import numpy as np\n" + ] + }, + { + "cell_type": "markdown", + "id": "3a1cce55", + "metadata": {}, + "source": [ + "## Create users" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "77843e1e", + "metadata": {}, + "outputs": [], + "source": [ + "# ========================\n", + "# 1. User Demographics\n", + "# ========================\n", + "def assign_demographics(num_users=100):\n", + " age_groups = ['18-24','25-34','35-44','45-54','55-64','65+']\n", + " age_probs = [0.12,0.15,0.14,0.15,0.18,0.26]\n", + " genders = ['Male','Female']\n", + " gender_probs = [0.49,0.51]\n", + " income_brackets = ['<50K','50-100K','>100K']\n", + " income_probs = [0.3,0.4,0.3]\n", + " customer_segments = ['Loyal','Frequent','Occasional']\n", + " segment_probs = [0.3,0.2,0.5]\n", + "\n", + " user_ids = [f\"user_{i}\" for i in range(1,num_users+1)]\n", + " user_data = []\n", + " for user in user_ids:\n", + " age_group = np.random.choice(age_groups, p=age_probs)\n", + " gender = np.random.choice(genders, p=gender_probs)\n", + " income = np.random.choice(income_brackets, p=income_probs)\n", + " customer_type = np.random.choice(customer_segments, p=segment_probs)\n", + " user_data.append([user, age_group, gender, income, customer_type])\n", + " return pd.DataFrame(user_data, columns=['user_id','age_group','gender','income_bracket','customer_type'])\n" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "a39148f2", + "metadata": {}, + "outputs": [], + "source": [ + "# ========================\n", + "# 2. Regional Location & Age Preferences\n", + "# ========================\n", + "def assign_location_and_preferences(user_df):\n", + " # Assign Australian states\n", + " states = ['NSW','VIC','QLD','WA','SA','TAS','ACT','NT']\n", + " state_probs = [0.32,0.26,0.2,0.1,0.06,0.03,0.02,0.01]\n", + " user_df['state'] = np.random.choice(states, size=len(user_df), p=state_probs)\n", + " \n", + " def age_group_to_category(age_group):\n", + " if age_group in ['18-24','25-34']:\n", + " return '18-34'\n", + " elif age_group in ['35-44','45-54']:\n", + " return '35-54'\n", + " else:\n", + " return '55+'\n", + " \n", + " user_df['age_cat'] = user_df['age_group'].apply(age_group_to_category)\n", + "\n", + " # Map age category to preferred tiers\n", + " age_preferences = {\n", + " '18-34': ['high','medium'],\n", + " '35-54': ['medium','low'],\n", + " '55+': ['high','low']\n", + " }\n", + " user_df['preferred_tiers'] = user_df['age_cat'].map(age_preferences) \n", + " return user_df\n" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "5db8df8e", + "metadata": {}, + "outputs": [], + "source": [ + "# 1. Generate demographics\n", + "user_df = assign_demographics(num_users=50)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "9916cf20", + "metadata": {}, + "outputs": [], + "source": [ + " #2. assign regional location & age preferences\n", + "user_df = assign_location_and_preferences(user_df)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "634bd05f", + "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", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
user_idage_groupgenderincome_bracketcustomer_typestateage_catpreferred_tiers
0user_155-64Male>100KFrequentSA55+[high, low]
1user_235-44Male50-100KOccasionalVIC35-54[medium, low]
2user_345-54Male>100KFrequentVIC35-54[medium, low]
3user_465+Male<50KOccasionalNSW55+[high, low]
4user_525-34Male<50KLoyalQLD18-34[high, medium]
\n", + "
" + ], + "text/plain": [ + " user_id age_group gender income_bracket customer_type state age_cat \\\n", + "0 user_1 55-64 Male >100K Frequent SA 55+ \n", + "1 user_2 35-44 Male 50-100K Occasional VIC 35-54 \n", + "2 user_3 45-54 Male >100K Frequent VIC 35-54 \n", + "3 user_4 65+ Male <50K Occasional NSW 55+ \n", + "4 user_5 25-34 Male <50K Loyal QLD 18-34 \n", + "\n", + " preferred_tiers \n", + "0 [high, low] \n", + "1 [medium, low] \n", + "2 [medium, low] \n", + "3 [high, low] \n", + "4 [high, medium] " + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "user_df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "32ef83c0", + "metadata": {}, + "outputs": [], + "source": [ + "user_df.to_csv('data/users.csv')" + ] + } + ], + "metadata": { + "colab": { + "provenance": [] + }, + "kernelspec": { + "display_name": "dolfin", + "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": "3.11.5" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/ML/SMART CART/Falah Code/smart_cart_simulate_transactions.ipynb b/ML/SMART CART/Falah Code/smart_cart_simulate_transactions.ipynb new file mode 100644 index 00000000..836d2cfd --- /dev/null +++ b/ML/SMART CART/Falah Code/smart_cart_simulate_transactions.ipynb @@ -0,0 +1,342 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "id": "81cbd6bb", + "metadata": {}, + "outputs": [], + "source": [ + "# Data Ingestion & Cleaning\n", + "import pandas as pd\n", + "import numpy as np\n", + "import uuid\n", + "from datetime import datetime\n", + "from datetime import timedelta\n", + "import random" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e396da0a", + "metadata": {}, + "outputs": [], + "source": [ + "def simulate_transactions(products_df, user_df, product_tiers, start_date=\"2022-08-01\", end_date=\"2025-08-01\"):\n", + " start_date = pd.to_datetime(start_date)\n", + " end_date = pd.to_datetime(end_date)\n", + " \n", + " high, med, low = product_tiers\n", + " rows = []\n", + " \n", + " # Mean and std per customer type (can adjust for realism)\n", + " transaction_params = {\n", + " 'Loyal': {'mean': 10000, 'std': 1500},\n", + " 'Frequent': {'mean': 6500, 'std': 1000},\n", + " 'Occasional': {'mean': 3000, 'std': 800}\n", + " }\n", + " \n", + " for _, user in user_df.iterrows():\n", + " customer_type = user['customer_type']\n", + " tiers = user['preferred_tiers'] # guaranteed list\n", + " \n", + " # Generate variable transaction count per user using normal distribution\n", + " mean, std = transaction_params[customer_type]['mean'], transaction_params[customer_type]['std']\n", + " transaction_count = max(1, int(np.random.normal(mean, std))) # Ensure at least 1 transaction\n", + " \n", + " history = []\n", + " for _ in range(transaction_count):\n", + " transaction_id = uuid.uuid4().hex[:10]\n", + " date = start_date + timedelta(days=random.randint(0,(end_date - start_date).days))\n", + " num_items = random.randint(4,7) if customer_type=='Loyal' else random.randint(3,6)\n", + " basket = set()\n", + " while len(basket)\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", + " \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", + "
transaction_iduser_idproduct_codecategoryitem_namediscount_percentagetransaction_datetransaction_priceage_groupgenderincome_bracketcustomer_typestate
0452a413df6user_15355182MENS DEOS & GROOMINGDeo Roll On Men Intense Protection Fresh0.5000002023-08-215.16830125-34Male50-100KOccasionalNSW
1452a413df6user_19050664SNACKSOriginal Multipack Potato Chips0.4166672023-08-216.08225125-34Male50-100KOccasionalNSW
2452a413df6user_15055940INFANT FOODPuffcorn BBQ0.1578952023-08-214.81996225-34Male50-100KOccasionalNSW
3dd22f95cceuser_13994635BAKING MIXESDeluxe Chocolate Layer Cake Mix0.3090912023-07-225.57726825-34Male50-100KOccasionalNSW
4dd22f95cceuser_14842440DENTAL HEALTHAdvanced Whitening Charcoal Toothpaste0.5000002023-07-2210.19363425-34Male50-100KOccasionalNSW
\n", + "" + ], + "text/plain": [ + " transaction_id user_id product_code category \\\n", + "0 452a413df6 user_1 5355182 MENS DEOS & GROOMING \n", + "1 452a413df6 user_1 9050664 SNACKS \n", + "2 452a413df6 user_1 5055940 INFANT FOOD \n", + "3 dd22f95cce user_1 3994635 BAKING MIXES \n", + "4 dd22f95cce user_1 4842440 DENTAL HEALTH \n", + "\n", + " item_name discount_percentage \\\n", + "0 Deo Roll On Men Intense Protection Fresh 0.500000 \n", + "1 Original Multipack Potato Chips 0.416667 \n", + "2 Puffcorn BBQ 0.157895 \n", + "3 Deluxe Chocolate Layer Cake Mix 0.309091 \n", + "4 Advanced Whitening Charcoal Toothpaste 0.500000 \n", + "\n", + " transaction_date transaction_price age_group gender income_bracket \\\n", + "0 2023-08-21 5.168301 25-34 Male 50-100K \n", + "1 2023-08-21 6.082251 25-34 Male 50-100K \n", + "2 2023-08-21 4.819962 25-34 Male 50-100K \n", + "3 2023-07-22 5.577268 25-34 Male 50-100K \n", + "4 2023-07-22 10.193634 25-34 Male 50-100K \n", + "\n", + " customer_type state \n", + "0 Occasional NSW \n", + "1 Occasional NSW \n", + "2 Occasional NSW \n", + "3 Occasional NSW \n", + "4 Occasional NSW " + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "trans_df.head()" + ] + } + ], + "metadata": { + "colab": { + "provenance": [] + }, + "kernelspec": { + "display_name": "dolfin", + "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": "3.11.5" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +}