├── .gitignore ├── requirements.txt ├── .env.example ├── data ├── Product_Groups.csv ├── Regions.csv ├── Products.csv ├── Chains.csv ├── States.csv ├── schema_ddl.txt ├── Store_Brands.csv ├── Cities.csv └── Stores.csv ├── README.md └── langchain-sqlchain.ipynb /.gitignore: -------------------------------------------------------------------------------- 1 | .env 2 | -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | langchain 2 | openai 3 | python-dotenv 4 | sqlalchemy-hana 5 | hdbcli 6 | jupyterlab -------------------------------------------------------------------------------- /.env.example: -------------------------------------------------------------------------------- 1 | DB_HOST= 2 | DB_PORT= 3 | DB_USER= 4 | DB_PASS= 5 | 6 | OPENAI_API_KEY= 7 | OPENAI_ORGANIZATION= -------------------------------------------------------------------------------- /data/Product_Groups.csv: -------------------------------------------------------------------------------- 1 | Product_Group;Description 2 | DS50;Apparel 3 | DS60;Grocery 4 | DS70;Household 5 | DS80;Camping 6 | -------------------------------------------------------------------------------- /data/Regions.csv: -------------------------------------------------------------------------------- 1 | Region;Description 2 | 80501;New England 3 | 80502;West 4 | 80503;Atlantic 5 | 80504;South 6 | 80505;Midwest 7 | 80506;Southwest 8 | -------------------------------------------------------------------------------- /data/Products.csv: -------------------------------------------------------------------------------- 1 | Product;Description;Product_Group 2 | PDS51;Rain Jacket;DS50 3 | PDS54;Gloves;DS50 4 | PDS56;Boots;DS50 5 | PDS64;Water;DS60 6 | PDS62;Beef Jerky;DS60 7 | PDS72;Bucket;DS70 8 | PDS75;Mop;DS70 9 | PDS77;Hammer;DS70 10 | PDS73;Nails;DS70 11 | PDS89;Tarp;DS80 12 | PDS88;Canteen;DS80 13 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # langchain-sqlchain 2 | Example of using SQLDatabaseChain from Langchain 3 | 4 | Tested using Pyton 3.10.11 5 | 6 | Getting started: 7 | 8 | 1. Import the CSV files from the data-folder into your own database 9 | 2. pip install -r requirements.txt 10 | 3. Copy .env.example to .env and modify accordingly 11 | 4. Run the Jupyter notebook -------------------------------------------------------------------------------- /data/Chains.csv: -------------------------------------------------------------------------------- 1 | Chain;Description 2 | CH1;TY 3 | CH2;Killams 4 | CH3;Palmtree 5 | CH4;Flavia 6 | CH5;Alfredsons 7 | CH6;GSK 8 | CH7;Kapoor Inc 9 | CH8;Obry Inc 10 | CH9;Budhai 11 | CH10;Tiger 12 | CH11;Cougars 13 | CH12;Lorencos 14 | CH13;Ekelands 15 | CH14;Asadi 16 | CH15;Tanenbaums 17 | CH16;Kelsons 18 | CH17;Stark Inc 19 | CH18;Ahoy 20 | CH19;Texi-mart 21 | CH20;Forix 22 | CH21;Delicious Store 23 | CH22;T.R.N. 24 | CH23;IMPACT 25 | CH24;Y Save 26 | CH25;Udo 27 | CH26;Wanget 28 | CH27;Wakefields 29 | -------------------------------------------------------------------------------- /data/States.csv: -------------------------------------------------------------------------------- 1 | State;Description;Region 2 | 8050301;Alabama;80504 3 | 8050402;Alaska;80502 4 | 8050404;Arizona;80506 5 | 8050105;Arkansas;80504 6 | 8050406;California;80502 7 | 8050408;Colorado;80502 8 | 8050209;Connecticut;80501 9 | 8050210;Delaware;80503 10 | 8050312;Florida;80504 11 | 8050313;Georgia;80504 12 | 8050416;Idaho;80502 13 | 8050117;Illinois;80505 14 | 8050118;Indiana;80505 15 | 8050119;Iowa;80505 16 | 8050120;Kansas;80505 17 | 8050321;Kentucky;80504 18 | 8050322;Louisiana;80504 19 | 8050223;Maine;80501 20 | 8050224;Maryland;80503 21 | 8050225;Massachusetts;80501 22 | 8050126;Michigan;80505 23 | 8050127;Minnesota;80505 24 | 8050328;Mississippi;80504 25 | 8050129;Missouri;80504 26 | 8050430;Montana;80502 27 | 8050131;Nebraska;80505 28 | 8050432;Nevada;80502 29 | 8050233;New Hampshire;80501 30 | 8050234;New Jersey;80503 31 | 8050435;New Mexico;80506 32 | 8050236;New York State;80503 33 | 8050337;North Carolina;80504 34 | 8050138;North Dakota;80505 35 | 8050139;Ohio;80505 36 | 8050440;Oklahoma;80506 37 | 8050441;Oregon;80502 38 | 8050242;Pennsylvania;80503 39 | 8050303;Puerto Rico;80503 40 | 8050244;Rhode Island;80501 41 | 8050345;South Carolina;80504 42 | 8050146;South Dakota;80505 43 | 8050347;Tennessee;80504 44 | 8050448;Texas;80506 45 | 8050449;Utah;80502 46 | 8050250;Vermont;80501 47 | 8050351;Virginia;80504 48 | 8050453;Washington;80502 49 | 8050354;West Virginia;80504 50 | 8050155;Wisconsin;80505 51 | 8050456;Wyoming;80502 52 | -------------------------------------------------------------------------------- /data/schema_ddl.txt: -------------------------------------------------------------------------------- 1 | -- CHAINS definition 2 | 3 | CREATE COLUMN TABLE "CHAINS" ( 4 | "Chain" NVARCHAR(50), 5 | "DESCRIPTION" NVARCHAR(50) 6 | ); 7 | 8 | -- CITIES definition 9 | 10 | CREATE COLUMN TABLE "CITIES" ( 11 | "CITY" NVARCHAR(50), 12 | "DESCRIPTION" NVARCHAR(50), 13 | "STATE" INTEGER 14 | ); 15 | 16 | -- PRODUCT_GROUPS definition 17 | 18 | CREATE COLUMN TABLE "PRODUCT_GROUPS" ( 19 | "PRODUCT_GROUP" NVARCHAR(50), 20 | "DESCRIPTION" NVARCHAR(50) 21 | ); 22 | 23 | -- PRODUCTS definition 24 | 25 | CREATE COLUMN TABLE "PRODUCTS" ( 26 | "PRODUCT" NVARCHAR(50), 27 | "DESCRIPTION" NVARCHAR(50), 28 | "PRODUCT_GROUP" NVARCHAR(50) 29 | ); 30 | 31 | -- REGIONS definition 32 | 33 | CREATE COLUMN TABLE "REGIONS" ( 34 | "REGION" INTEGER, 35 | "DESCRIPTION" NVARCHAR(50) 36 | ); 37 | 38 | -- STATES definition 39 | 40 | CREATE COLUMN TABLE "STATES" ( 41 | "STATE" INTEGER, 42 | "DESCRIPTION" NVARCHAR(50), 43 | "REGION" INTEGER 44 | ); 45 | 46 | -- STORE_BRANDS definition 47 | 48 | CREATE COLUMN TABLE "STORE_BRANDS" ( 49 | "STORE_BRAND" NVARCHAR(50), 50 | "DESCRIPTION" NVARCHAR(50), 51 | "Chain" NVARCHAR(50) 52 | ); 53 | 54 | -- STORES definition 55 | 56 | CREATE COLUMN TABLE "STORES" ( 57 | "STORE" NVARCHAR(50), 58 | "DESCRIPTION" NVARCHAR(50), 59 | "STORE_BRAND" NVARCHAR(50) 60 | ); 61 | 62 | -- TRANSACTIONS definition 63 | 64 | CREATE COLUMN TABLE "TRANSACTIONS" ( 65 | "VERSION" NVARCHAR(50), 66 | "ORDER_ID" INTEGER, 67 | "Date" DATE, 68 | "STORE" NVARCHAR(50), 69 | "STORE_ID" NVARCHAR(50), 70 | "LONGITUDE" NVARCHAR(50), 71 | "LATITUDE" NVARCHAR(50), 72 | "CITY_ID" NVARCHAR(50), 73 | "CITY" NVARCHAR(50), 74 | "PRODUCT_ID" NVARCHAR(50), 75 | "PRICE" DECIMAL(10,2), 76 | "QUANTITY_SOLD" INTEGER, 77 | "ORIGINAL_SALES_PRICE" DECIMAL(10,2), 78 | "DISCOUNT_PERCENT" DECIMAL(10,2), 79 | "DISCOUNT" DECIMAL(10,2), 80 | "SALES_REVENUE" DECIMAL(10,2), 81 | "GROSS_MARGIN" DECIMAL(10,2) 82 | ); 83 | -------------------------------------------------------------------------------- /data/Store_Brands.csv: -------------------------------------------------------------------------------- 1 | Store_Brand;Description;Chain 2 | M2RF;Dollar Village;CH1 3 | MLOA;Hollywood Store;CH7 4 | MQW2;Laurens;CH8 5 | M02M;Caitlin Meyer;CH4 6 | M1DP;Cougars;CH11 7 | M9DF;Alfredsons;CH5 8 | MFQ1;Gerrit's Place;CH6 9 | MCNA;FTK Mart;CH2 10 | M1JT;Finnys;CH2 11 | METU;Petersons;CH9 12 | M1L8;Palmtree Zone;CH3 13 | MORM;Scooters Zcooters;CH1 14 | MLV4;Finn Depot;CH2 15 | MU07;Obry Expo;CH8 16 | M4W2;Ambrosia;CH7 17 | MHJL;Suns and Moons;CH25 18 | MJK2;iChannel;CH10 19 | MYFF;Mosers;CH4 20 | MD8J;Superstars Inc.;CH11 21 | M88T;Miller Center;CH1 22 | MIRY;Killam Mart;CH2 23 | M55T;N.W. Markets;CH18 24 | M2WD;ShopHere;CH2 25 | MTYM;JCons;CH12 26 | MTY7;Farm Market;CH13 27 | MLGX;Somya's;CH7 28 | MHJW;Corn Bakers;CH6 29 | MLDS;Asadi Emporium;CH14 30 | MKA3;Robin Hood Drugs;CH8 31 | MONL;Good Mondays;CH2 32 | MSTK;Ahoy Place;CH18 33 | M2PT;Mason's;CH4 34 | M8GH;Carlos City;CH12 35 | M9OW;Kapoor Savings;CH7 36 | MD0P;Katie Collections;CH7 37 | MDV6;Stark Industries;CH17 38 | M7HT;Go Go Jo;CH15 39 | MXC3;Kelson Emporium;CH16 40 | M6UT;Planet Nine;CH6 41 | M2HI;Good Foods;CH17 42 | MOP2;Budhai;CH9 43 | MUZB;South Pole;CH19 44 | MY4D;Flavia;CH4 45 | MYH7;Monkey Treehouse;CH4 46 | MZA9;Bonjour Store;CH7 47 | MW9T;Natural Health;CH1 48 | MITG;Jan's Desk;CH7 49 | MVDL;Flavias Corner;CH4 50 | MFZ1;Red Lotus;CH14 51 | MCQ3;Ty Sales;CH1 52 | MGD5;Deals2U;CH18 53 | M7YS;Tiger Mart;CH10 54 | MZ2K;Tammers;CH20 55 | MY59;North Stop;CH8 56 | M0OY;Texi-mart;CH19 57 | MYV3;Vancity;CH7 58 | MGX7;Laura J's;CH1 59 | MGVE;Tsoft;CH2 60 | M3PL;Thornambys;CH2 61 | MV2K;Scrath and Save;CH21 62 | M0XX;Roadrunner Sales;CH2 63 | MPVW;Jungle Trek;CH10 64 | M3FP;Rohits;CH7 65 | M68A;Tanenbaums;CH15 66 | M9X9;French Connect;CH13 67 | M4M6;Yummy Foods;CH14 68 | MCX6;CommNet International;CH4 69 | M0YU;Deals Direct;CH7 70 | MUZ9;World Center;CH16 71 | MPUZ;Steve's Stop;CH16 72 | MA7F;T.R.N.;CH22 73 | MXZU;Orca Pro;CH6 74 | MSBR;G.S.K.;CH6 75 | MZ43;Creative Images LLC;CH9 76 | M2HR;Cosmos;CH5 77 | MKBA;Forage;CH23 78 | MHQ2;German Imports;CH6 79 | MUYE;Tysla;CH1 80 | M30O;Marukai;CH4 81 | M1N1;Top Sales;CH4 82 | M4F8;White Leaf;CH22 83 | ME2U;Forix Pets;CH20 84 | M77F;Sebastians;CH17 85 | MPWS;Maverick Productions;CH21 86 | MZ9X;Tailor's Shop;CH5 87 | M4XZ;Yew Save;CH24 88 | M3OZ;Future World;CH23 89 | MUQB;Owens;CH23 90 | MI9WS;My Credit Coach;CH20 91 | MQ08;Udo Center;CH25 92 | MDUQ;Wanget;CH26 93 | M1LQ;Thomas and Friends;CH3 94 | MWIS;Mills Vernon;CH11 95 | MPU5;AMAF Supply Inc;CH15 96 | MA3P;Simone Hall;CH12 97 | MCUI;Ekeland Exports;CH13 98 | MDMD;Wakefields;CH27 99 | M0QH;Stark and Pepper;CH17 100 | M8KA;Bedford Falls Graphics;CH6 101 | MJO9;Eiffel Expo;CH13 102 | MFP4;Taj;CH14 103 | M2ED;Amalia;CH23 104 | M6GN;PA Express;CH7 105 | MAUG;Queen Crab Fish Market;CH17 106 | -------------------------------------------------------------------------------- /langchain-sqlchain.ipynb: -------------------------------------------------------------------------------- 1 | { 2 | "cells": [ 3 | { 4 | "cell_type": "code", 5 | "execution_count": 1, 6 | "id": "897fd8fd-9d78-412c-9d90-229a0dccc9f9", 7 | "metadata": { 8 | "tags": [] 9 | }, 10 | "outputs": [], 11 | "source": [ 12 | "from langchain.sql_database import SQLDatabase\n", 13 | "from langchain.chat_models import ChatOpenAI\n", 14 | "from langchain import SQLDatabaseChain\n", 15 | "from urllib.parse import quote \n", 16 | "from sqlalchemy import create_engine, select, Table, MetaData, Column, String\n", 17 | "from dotenv import load_dotenv\n", 18 | "import os" 19 | ] 20 | }, 21 | { 22 | "cell_type": "code", 23 | "execution_count": 2, 24 | "id": "f756730c-15a7-4e38-a9cd-ff5dfd66c81a", 25 | "metadata": { 26 | "tags": [] 27 | }, 28 | "outputs": [ 29 | { 30 | "data": { 31 | "text/plain": [ 32 | "True" 33 | ] 34 | }, 35 | "execution_count": 2, 36 | "metadata": {}, 37 | "output_type": "execute_result" 38 | } 39 | ], 40 | "source": [ 41 | "load_dotenv()" 42 | ] 43 | }, 44 | { 45 | "cell_type": "code", 46 | "execution_count": 3, 47 | "id": "bfed0447-0ae7-40bf-8884-4f48ce7981e6", 48 | "metadata": { 49 | "tags": [] 50 | }, 51 | "outputs": [ 52 | { 53 | "name": "stderr", 54 | "output_type": "stream", 55 | "text": [ 56 | "/home/dkemper/anaconda3/envs/test/lib/python3.10/site-packages/sqlalchemy_hana/dialect.py:327: SAWarning: Dialect hana:hdbcli will not make use of SQL compilation caching as it does not set the 'supports_statement_cache' attribute to ``True``. This can have significant performance implications including some performance degradations in comparison to prior SQLAlchemy versions. Dialect maintainers should seek to set this attribute to True after appropriate development and testing for SQLAlchemy 1.4 caching support. Alternatively, this attribute may be set to False which will disable this warning. (Background on this warning at: https://sqlalche.me/e/20/cprf)\n", 57 | " result = connection.execute(\n" 58 | ] 59 | } 60 | ], 61 | "source": [ 62 | "username = str(os.getenv('DB_USER'))\n", 63 | "passwd = str(os.getenv('DB_PASS'))\n", 64 | "hostname = str(os.getenv('DB_HOST'))\n", 65 | "port = str(os.getenv('DB_PORT'))\n", 66 | "db = SQLDatabase.from_uri(\"hana://{}:{}@{}:{}\".format(username, quote(passwd), hostname, port))" 67 | ] 68 | }, 69 | { 70 | "cell_type": "code", 71 | "execution_count": 4, 72 | "id": "7c5c9694-4c5d-4d91-a6e3-190df2d91bd3", 73 | "metadata": { 74 | "tags": [] 75 | }, 76 | "outputs": [ 77 | { 78 | "name": "stderr", 79 | "output_type": "stream", 80 | "text": [ 81 | "/home/dkemper/anaconda3/envs/test/lib/python3.10/site-packages/langchain/chains/sql_database/base.py:54: UserWarning: Directly instantiating an SQLDatabaseChain with an llm is deprecated. Please instantiate with llm_chain argument or using the from_llm class method.\n", 82 | " warnings.warn(\n" 83 | ] 84 | } 85 | ], 86 | "source": [ 87 | "db_chain = SQLDatabaseChain(llm=ChatOpenAI(temperature=0, model_name='gpt-3.5-turbo'), database=db, verbose=True)" 88 | ] 89 | }, 90 | { 91 | "cell_type": "code", 92 | "execution_count": 5, 93 | "id": "8b5c3d1e-6e7d-4203-bb7e-8fda50974e07", 94 | "metadata": { 95 | "tags": [] 96 | }, 97 | "outputs": [ 98 | { 99 | "name": "stdout", 100 | "output_type": "stream", 101 | "text": [ 102 | "\n", 103 | "\n", 104 | "\u001b[1m> Entering new SQLDatabaseChain chain...\u001b[0m\n", 105 | "Sum up the total revenue\n", 106 | "SQLQuery:\u001b[32;1m\u001b[1;3mSELECT SUM(sales_revenue) FROM transactions\u001b[0m\n", 107 | "SQLResult: \u001b[33;1m\u001b[1;3m[(Decimal('2051658.33'),)]\u001b[0m\n", 108 | "Answer:\u001b[32;1m\u001b[1;3mThe total revenue is $2,051,658.33.\u001b[0m\n", 109 | "\u001b[1m> Finished chain.\u001b[0m\n" 110 | ] 111 | }, 112 | { 113 | "data": { 114 | "text/plain": [ 115 | "'The total revenue is $2,051,658.33.'" 116 | ] 117 | }, 118 | "execution_count": 5, 119 | "metadata": {}, 120 | "output_type": "execute_result" 121 | } 122 | ], 123 | "source": [ 124 | "db_chain.run(\"Sum up the total revenue\")" 125 | ] 126 | }, 127 | { 128 | "cell_type": "code", 129 | "execution_count": 6, 130 | "id": "fa172da1-8c80-4721-b4f5-d8f377d15d79", 131 | "metadata": { 132 | "tags": [] 133 | }, 134 | "outputs": [ 135 | { 136 | "name": "stdout", 137 | "output_type": "stream", 138 | "text": [ 139 | "\n", 140 | "\n", 141 | "\u001b[1m> Entering new SQLDatabaseChain chain...\u001b[0m\n", 142 | "Sum up the total revenue in March 2014\n", 143 | "SQLQuery:\u001b[32;1m\u001b[1;3mSELECT SUM(sales_revenue) FROM transactions WHERE \"Date\" BETWEEN '2014-03-01' AND '2014-03-31'\u001b[0m\n", 144 | "SQLResult: \u001b[33;1m\u001b[1;3m[(Decimal('50250.39'),)]\u001b[0m\n", 145 | "Answer:\u001b[32;1m\u001b[1;3mThe total revenue in March 2014 was $50,250.39.\u001b[0m\n", 146 | "\u001b[1m> Finished chain.\u001b[0m\n" 147 | ] 148 | }, 149 | { 150 | "data": { 151 | "text/plain": [ 152 | "'The total revenue in March 2014 was $50,250.39.'" 153 | ] 154 | }, 155 | "execution_count": 6, 156 | "metadata": {}, 157 | "output_type": "execute_result" 158 | } 159 | ], 160 | "source": [ 161 | "db_chain.run(\"Sum up the total revenue in March 2014\")" 162 | ] 163 | }, 164 | { 165 | "cell_type": "code", 166 | "execution_count": 7, 167 | "id": "a5a29798-9d70-44bc-b49f-6a72a0657434", 168 | "metadata": { 169 | "tags": [] 170 | }, 171 | "outputs": [ 172 | { 173 | "name": "stdout", 174 | "output_type": "stream", 175 | "text": [ 176 | "\n", 177 | "\n", 178 | "\u001b[1m> Entering new SQLDatabaseChain chain...\u001b[0m\n", 179 | "Aggregate the revenue by city, give the top 10 descending\n", 180 | "SQLQuery:\u001b[32;1m\u001b[1;3mSELECT city, SUM(sales_revenue) AS revenue\n", 181 | "FROM transactions\n", 182 | "GROUP BY city\n", 183 | "ORDER BY revenue DESC\n", 184 | "LIMIT 10\u001b[0m\n", 185 | "SQLResult: \u001b[33;1m\u001b[1;3m[('NEW ORLEANS', Decimal('54676.84')), ('MEMPHIS', Decimal('36251.51')), ('SAN DIEGO', Decimal('32109.34')), ('SCHAUMBURG', Decimal('25327.49')), ('LITTLE ROCK', Decimal('23224.58')), ('MINNEAPOLIS', Decimal('22285.38')), ('LOS ANGELES', Decimal('21154.46')), ('PHOENIX', Decimal('20957.72')), ('PORTLAND', Decimal('17717.21')), ('JACKSON', Decimal('17581.97'))]\u001b[0m\n", 186 | "Answer:\u001b[32;1m\u001b[1;3mThe top 10 cities by revenue are: NEW ORLEANS, MEMPHIS, SAN DIEGO, SCHAUMBURG, LITTLE ROCK, MINNEAPOLIS, LOS ANGELES, PHOENIX, PORTLAND, and JACKSON.\u001b[0m\n", 187 | "\u001b[1m> Finished chain.\u001b[0m\n" 188 | ] 189 | }, 190 | { 191 | "data": { 192 | "text/plain": [ 193 | "'The top 10 cities by revenue are: NEW ORLEANS, MEMPHIS, SAN DIEGO, SCHAUMBURG, LITTLE ROCK, MINNEAPOLIS, LOS ANGELES, PHOENIX, PORTLAND, and JACKSON.'" 194 | ] 195 | }, 196 | "execution_count": 7, 197 | "metadata": {}, 198 | "output_type": "execute_result" 199 | } 200 | ], 201 | "source": [ 202 | "db_chain.run(\"Aggregate the revenue by city, give the top 10 descending\")" 203 | ] 204 | }, 205 | { 206 | "cell_type": "code", 207 | "execution_count": 8, 208 | "id": "3849b8ef-9747-47fc-a7ec-dde141571e9e", 209 | "metadata": { 210 | "tags": [] 211 | }, 212 | "outputs": [ 213 | { 214 | "name": "stdout", 215 | "output_type": "stream", 216 | "text": [ 217 | "\n", 218 | "\n", 219 | "\u001b[1m> Entering new SQLDatabaseChain chain...\u001b[0m\n", 220 | "Sum up the total revenue for all Finn Depot stores\n", 221 | "SQLQuery:\u001b[32;1m\u001b[1;3mSELECT SUM(sales_revenue) FROM transactions WHERE store LIKE '%Finn Depot%'\u001b[0m\n", 222 | "SQLResult: \u001b[33;1m\u001b[1;3m[(Decimal('65285.74'),)]\u001b[0m\n", 223 | "Answer:\u001b[32;1m\u001b[1;3mThe total revenue for all Finn Depot stores is $65,285.74.\u001b[0m\n", 224 | "\u001b[1m> Finished chain.\u001b[0m\n" 225 | ] 226 | }, 227 | { 228 | "data": { 229 | "text/plain": [ 230 | "'The total revenue for all Finn Depot stores is $65,285.74.'" 231 | ] 232 | }, 233 | "execution_count": 8, 234 | "metadata": {}, 235 | "output_type": "execute_result" 236 | } 237 | ], 238 | "source": [ 239 | "db_chain.run(\"Sum up the total revenue for all Finn Depot stores\")" 240 | ] 241 | }, 242 | { 243 | "cell_type": "code", 244 | "execution_count": 9, 245 | "id": "0b8007de-e0aa-4430-a6aa-8c26bf851533", 246 | "metadata": { 247 | "tags": [] 248 | }, 249 | "outputs": [ 250 | { 251 | "name": "stdout", 252 | "output_type": "stream", 253 | "text": [ 254 | "\n", 255 | "\n", 256 | "\u001b[1m> Entering new SQLDatabaseChain chain...\u001b[0m\n", 257 | "Aggregate the revenue by product. Do not return the Product ID but use the descriptions instead. Also return the aggregated revenue for the product\n", 258 | "SQLQuery:\u001b[32;1m\u001b[1;3mSELECT p.description, SUM(t.sales_revenue) AS revenue\n", 259 | "FROM transactions t\n", 260 | "JOIN products p ON t.product_id = p.product\n", 261 | "GROUP BY p.description, t.product_id\u001b[0m\n", 262 | "SQLResult: \u001b[33;1m\u001b[1;3m[('Rain Jacket', Decimal('6875.65')), ('Gloves', Decimal('424299.72')), ('Boots', Decimal('453573.81')), ('Beef Jerky', Decimal('18425.93')), ('Water', Decimal('13024.14')), ('Bucket', Decimal('359492.33')), ('Nails', Decimal('7561.1')), ('Mop', Decimal('714269.83')), ('Hammer', Decimal('35042.56')), ('Canteen', Decimal('8698.91')), ('Tarp', Decimal('10394.35'))]\u001b[0m\n", 263 | "Answer:\u001b[32;1m\u001b[1;3mThe revenue aggregated by product is:\n", 264 | "- Rain Jacket: $6,875.65\n", 265 | "- Gloves: $424,299.72\n", 266 | "- Boots: $453,573.81\n", 267 | "- Beef Jerky: $18,425.93\n", 268 | "- Water: $13,024.14\n", 269 | "- Bucket: $359,492.33\n", 270 | "- Nails: $7,561.10\n", 271 | "- Mop: $714,269.83\n", 272 | "- Hammer: $35,042.56\n", 273 | "- Canteen: $8,698.91\n", 274 | "- Tarp: $10,394.35\u001b[0m\n", 275 | "\u001b[1m> Finished chain.\u001b[0m\n" 276 | ] 277 | }, 278 | { 279 | "data": { 280 | "text/plain": [ 281 | "'The revenue aggregated by product is:\\n- Rain Jacket: $6,875.65\\n- Gloves: $424,299.72\\n- Boots: $453,573.81\\n- Beef Jerky: $18,425.93\\n- Water: $13,024.14\\n- Bucket: $359,492.33\\n- Nails: $7,561.10\\n- Mop: $714,269.83\\n- Hammer: $35,042.56\\n- Canteen: $8,698.91\\n- Tarp: $10,394.35'" 282 | ] 283 | }, 284 | "execution_count": 9, 285 | "metadata": {}, 286 | "output_type": "execute_result" 287 | } 288 | ], 289 | "source": [ 290 | "db_chain.run(\"Aggregate the revenue by product. Do not return the Product ID but use the descriptions instead. Also return the aggregated revenue for the product\")" 291 | ] 292 | }, 293 | { 294 | "cell_type": "code", 295 | "execution_count": 10, 296 | "id": "feeb0639-bffa-43f4-965a-a30ac04d31e3", 297 | "metadata": {}, 298 | "outputs": [ 299 | { 300 | "name": "stdout", 301 | "output_type": "stream", 302 | "text": [ 303 | "\n", 304 | "\n", 305 | "\u001b[1m> Entering new SQLDatabaseChain chain...\u001b[0m\n", 306 | "Aggregate the revenue by product group. Do not return the Product Group ID but use the product group descriptions instead. Also return the aggregated revenue for the product group\n", 307 | "SQLQuery:\u001b[32;1m\u001b[1;3mSELECT pg.description AS \"Product Group\", SUM(t.sales_revenue) AS \"Total Revenue\"\n", 308 | "FROM transactions t\n", 309 | "JOIN products p ON t.product_id = p.product\n", 310 | "JOIN product_groups pg ON p.product_group = pg.product_group\n", 311 | "GROUP BY pg.description\u001b[0m\n", 312 | "SQLResult: \u001b[33;1m\u001b[1;3m[('Apparel', Decimal('884749.18')), ('Camping', Decimal('19093.26')), ('Grocery', Decimal('31450.07')), ('Household', Decimal('1116365.82'))]\u001b[0m\n", 313 | "Answer:\u001b[32;1m\u001b[1;3mThe total revenue aggregated by product group is:\n", 314 | "- Apparel: $884,749.18\n", 315 | "- Camping: $19,093.26\n", 316 | "- Grocery: $31,450.07\n", 317 | "- Household: $1,116,365.82\u001b[0m\n", 318 | "\u001b[1m> Finished chain.\u001b[0m\n" 319 | ] 320 | }, 321 | { 322 | "data": { 323 | "text/plain": [ 324 | "'The total revenue aggregated by product group is:\\n- Apparel: $884,749.18\\n- Camping: $19,093.26\\n- Grocery: $31,450.07\\n- Household: $1,116,365.82'" 325 | ] 326 | }, 327 | "execution_count": 10, 328 | "metadata": {}, 329 | "output_type": "execute_result" 330 | } 331 | ], 332 | "source": [ 333 | "db_chain.run(\"Aggregate the revenue by product group. Do not return the Product Group ID but use the product group descriptions instead. Also return the aggregated revenue for the product group\")" 334 | ] 335 | }, 336 | { 337 | "cell_type": "code", 338 | "execution_count": 11, 339 | "id": "13a659f4-0272-4006-8fe1-0ca383d78696", 340 | "metadata": { 341 | "tags": [] 342 | }, 343 | "outputs": [ 344 | { 345 | "name": "stdout", 346 | "output_type": "stream", 347 | "text": [ 348 | "\n", 349 | "\n", 350 | "\u001b[1m> Entering new SQLDatabaseChain chain...\u001b[0m\n", 351 | "Aggregate the revenue by state, give the top 10 descending\n", 352 | "SQLQuery:\u001b[32;1m\u001b[1;3mSELECT states.description, SUM(transactions.sales_revenue) AS revenue\n", 353 | "FROM transactions\n", 354 | "JOIN cities ON transactions.city_id = cities.city\n", 355 | "JOIN states ON cities.state = states.state\n", 356 | "GROUP BY states.description\n", 357 | "ORDER BY revenue DESC\n", 358 | "LIMIT 10\u001b[0m\n", 359 | "SQLResult: \u001b[33;1m\u001b[1;3m[('California', Decimal('256911.3')), ('Illinois', Decimal('153531.71')), ('Arkansas', Decimal('121844.14')), ('Massachusetts', Decimal('111027.32')), ('Louisiana', Decimal('98948.63')), ('Connecticut', Decimal('93239.07')), ('Mississippi', Decimal('91824.31')), ('Michigan', Decimal('72786.22')), ('Texas', Decimal('72510.87')), ('Tennessee', Decimal('61129.04'))]\u001b[0m\n", 360 | "Answer:\u001b[32;1m\u001b[1;3mThe top 10 states by revenue are: California, Illinois, Arkansas, Massachusetts, Louisiana, Connecticut, Mississippi, Michigan, Texas, and Tennessee.\u001b[0m\n", 361 | "\u001b[1m> Finished chain.\u001b[0m\n" 362 | ] 363 | }, 364 | { 365 | "data": { 366 | "text/plain": [ 367 | "'The top 10 states by revenue are: California, Illinois, Arkansas, Massachusetts, Louisiana, Connecticut, Mississippi, Michigan, Texas, and Tennessee.'" 368 | ] 369 | }, 370 | "execution_count": 11, 371 | "metadata": {}, 372 | "output_type": "execute_result" 373 | } 374 | ], 375 | "source": [ 376 | "db_chain.run(\"Aggregate the revenue by state, give the top 10 descending\")" 377 | ] 378 | }, 379 | { 380 | "cell_type": "code", 381 | "execution_count": 12, 382 | "id": "96925f37-8369-4544-a78a-b6cf7060ec79", 383 | "metadata": { 384 | "tags": [] 385 | }, 386 | "outputs": [ 387 | { 388 | "name": "stdout", 389 | "output_type": "stream", 390 | "text": [ 391 | "\n", 392 | "\n", 393 | "\u001b[1m> Entering new SQLDatabaseChain chain...\u001b[0m\n", 394 | "Aggregate the number of sold items for all store brands with the string “mart” in the store brand name. Give the top 10 descending\n", 395 | "SQLQuery:\u001b[32;1m\u001b[1;3mSELECT sb.store_brand, SUM(t.quantity_sold) AS total_sold\n", 396 | "FROM store_brands sb\n", 397 | "JOIN stores s ON sb.store_brand = s.store_brand\n", 398 | "JOIN transactions t ON s.store = t.store\n", 399 | "WHERE sb.store_brand LIKE '%mart%'\n", 400 | "GROUP BY sb.store_brand\n", 401 | "ORDER BY total_sold DESC\n", 402 | "LIMIT 10\u001b[0m\n", 403 | "SQLResult: \u001b[33;1m\u001b[1;3m[]\u001b[0m\n", 404 | "Answer:\u001b[32;1m\u001b[1;3mThere are no results for this query, as there are no store brands with the string \"mart\" in their name.\u001b[0m\n", 405 | "\u001b[1m> Finished chain.\u001b[0m\n" 406 | ] 407 | }, 408 | { 409 | "data": { 410 | "text/plain": [ 411 | "'There are no results for this query, as there are no store brands with the string \"mart\" in their name.'" 412 | ] 413 | }, 414 | "execution_count": 12, 415 | "metadata": {}, 416 | "output_type": "execute_result" 417 | } 418 | ], 419 | "source": [ 420 | "db_chain.run(\"Aggregate the number of sold items for all store brands with the string “mart” in the store brand name. Give the top 10 descending\")" 421 | ] 422 | }, 423 | { 424 | "cell_type": "code", 425 | "execution_count": null, 426 | "id": "07fecb71-2429-44eb-8c3a-66c0b4a04ec9", 427 | "metadata": {}, 428 | "outputs": [], 429 | "source": [] 430 | } 431 | ], 432 | "metadata": { 433 | "kernelspec": { 434 | "display_name": "Python 3 (ipykernel)", 435 | "language": "python", 436 | "name": "python3" 437 | }, 438 | "language_info": { 439 | "codemirror_mode": { 440 | "name": "ipython", 441 | "version": 3 442 | }, 443 | "file_extension": ".py", 444 | "mimetype": "text/x-python", 445 | "name": "python", 446 | "nbconvert_exporter": "python", 447 | "pygments_lexer": "ipython3", 448 | "version": "3.10.11" 449 | } 450 | }, 451 | "nbformat": 4, 452 | "nbformat_minor": 5 453 | } 454 | -------------------------------------------------------------------------------- /data/Cities.csv: -------------------------------------------------------------------------------- 1 | City;Description;State 2 | CT1;AGAWAM;8050225 3 | CT2;AGOURA HILLS;8050406 4 | CT3;AKRON;8050139 5 | CT4;ALAMEDA;8050406 6 | CT5;ALAMO;8050347 7 | CT6;ALBANY;8050313 8 | CT7;ALBUQUERQUE;8050435 9 | CT8;ALEXANDRIA;8050351 10 | CT9;ALLENTOWN;8050242 11 | CT10;ALSIP;8050117 12 | CT11;AMITE;8050322 13 | CT12;AMITY;8050105 14 | CT13;ANAHEIM;8050406 15 | CT14;ANCHORAGE;8050402 16 | CT15;ANDOVER;8050225 17 | CT16;ANN ARBOR;8050126 18 | CT17;ARABI;8050322 19 | CT18;ARCADIA;8050322 20 | CT19;ARKADELPHIA;8050105 21 | CT20;ARLINGTON;8050225 22 | CT21;ARLINGTON HEIGHTS;8050117 23 | CT22;ARNOLD;8050129 24 | CT23;ARVADA;8050408 25 | CT24;ASHBY;8050225 26 | CT25;ASHLAND;8050351 27 | CT26;ATLANTA;8050313 28 | CT27;ATMORE;8050301 29 | CT28;ATOKA;8050440 30 | CT29;AUBURN;8050223 31 | CT30;AUBURN;8050225 32 | CT31;AUGUSTA;8050313 33 | CT32;AUSTIN;8050448 34 | CT33;BAINBRIDGE;8050313 35 | CT34;BAKER CITY;8050441 36 | CT35;BAKERSFIELD;8050406 37 | CT36;BALTIMORE;8050224 38 | CT37;BARGERSVILLE;8050118 39 | CT38;BARRE;8050250 40 | CT39;BATESVILLE;8050105 41 | CT40;BATON ROUGE;8050322 42 | CT41;BAUXITE;8050105 43 | CT42;BEARDEN;8050105 44 | CT43;BEAUMONT;8050448 45 | CT44;BEAVERTON;8050441 46 | CT45;BEDFORD;8050233 47 | CT46;BEEBE;8050105 48 | CT47;BELGRADE;8050223 49 | CT48;BELLE CHASSE;8050322 50 | CT49;BELLINGHAM;8050453 51 | CT50;BEND;8050441 52 | CT51;BENSENVILLE;8050117 53 | CT52;BERLIN;8050209 54 | CT53;BIDDEFORD;8050223 55 | CT54;BILLINGS;8050430 56 | CT55;BIRMINGHAM;8050301 57 | CT56;BLACKSTONE;8050225 58 | CT57;BLOOMFIELD;8050209 59 | CT58;BLOOMINGTON;8050117 60 | CT59;BLYTHEVILLE;8050105 61 | CT60;BOGALUSA;8050322 62 | CT61;BOISE;8050416 63 | CT62;BOLTON;8050225 64 | CT63;BOLTON;8050328 65 | CT64;BOSTON;8050225 66 | CT65;BOTHELL;8050453 67 | CT66;BOURBONNAIS;8050117 68 | CT67;BRADFORD;8050105 69 | CT68;BRATTLEBORO;8050250 70 | CT69;BRIDGEPORT;8050209 71 | CT70;BRIGHTON;8050126 72 | CT71;BRISTOL;8050209 73 | CT72;BRISTOL;8050351 74 | CT73;BROCKTON;8050225 75 | CT74;BROKEN ARROW;8050440 76 | CT75;BROOKHAVEN;8050328 77 | CT76;BRYAN;8050448 78 | CT77;BUELLTON;8050406 79 | CT78;BUENA PARK;8050406 80 | CT79;BURAS;8050322 81 | CT80;BURLINGTON;8050119 82 | CT81;BURLINGTON;8050155 83 | CT82;CABOT;8050105 84 | CT83;CAMBRIDGE;8050225 85 | CT84;CAMDEN;8050105 86 | CT85;CAMPBELL;8050406 87 | CT86;CAPITOL HEIGHTS;8050224 88 | CT87;CARLISLE;8050105 89 | CT88;CARMEL;8050118 90 | CT89;CAROL STREAM;8050117 91 | CT90;CARROLLTON;8050313 92 | CT91;CARTHAGE;8050328 93 | CT92;CARY;8050117 94 | CT93;CENTRAL CITY;8050321 95 | CT94;CENTRAL CITY;8050131 96 | CT95;CENTREVILLE;8050328 97 | CT96;CHAMPAIGN;8050117 98 | CT97;CHANDLER;8050404 99 | CT98;CHANTILLY;8050351 100 | CT99;CHARLESTON;8050328 101 | CT100;CHARLESTON;8050354 102 | CT101;CHARLOTTE;8050337 103 | CT102;CHATSWORTH;8050406 104 | CT103;CHATTANOOGA;8050347 105 | CT104;CHERRY HILL;8050234 106 | CT105;CHESTERFIELD;8050126 107 | CT106;CHICAGO;8050117 108 | CT107;CHICOPEE;8050225 109 | CT108;CHIDESTER;8050105 110 | CT109;CLEVELAND;8050328 111 | CT110;CLEVELAND;8050448 112 | CT111;CLINTON;8050225 113 | CT112;CLINTON;8050328 114 | CT113;CLINTON TOWNSHIP;8050126 115 | CT114;CLOVERDALE;8050406 116 | CT115;COCOA;8050312 117 | CT116;COLORADO SPRINGS;8050408 118 | CT117;COLUMBIA;8050129 119 | CT118;COLUMBUS;8050139 120 | CT119;CONCORD;8050406 121 | CT120;CONROE;8050448 122 | CT121;CONVENT;8050322 123 | CT122;CORAL SPRINGS;8050312 124 | CT123;CORINNA;8050223 125 | CT124;CORNING;8050105 126 | CT125;COUNCIL BLUFFS;8050119 127 | CT126;COVINA;8050406 128 | CT127;CRETE;8050131 129 | CT128;CROSSETT;8050105 130 | CT129;CRYSTAL SPRINGS;8050328 131 | CT130;CUPERTINO;8050406 132 | CT131;DALLAS;8050448 133 | CT132;DALTON;8050313 134 | CT133;DANIA;8050312 135 | CT134;DANVILLE;8050105 136 | CT135;DARDANELLE;8050105 137 | CT136;DAWSON SPRINGS;8050321 138 | CT137;DAYTON;8050448 139 | CT138;DAYTONA BEACH;8050312 140 | CT139;DE VALLS BLUFF;8050105 141 | CT140;DE WITT;8050105 142 | CT141;DECATUR;8050301 143 | CT142;DECATUR;8050313 144 | CT143;DELL;8050105 145 | CT144;DELTA;8050408 146 | CT145;DENVER;8050408 147 | CT146;DES MOINES;8050119 148 | CT147;DETROIT;8050126 149 | CT148;DIXON;8050117 150 | CT149;DOWAGIAC;8050126 151 | CT150;DOWNERS GROVE;8050117 152 | CT151;DULUTH;8050127 153 | CT152;EAGLE RIVER;8050155 154 | CT153;EAST BRUNSWICK;8050234 155 | CT154;EAST HARTFORD;8050209 156 | CT155;EAST LONGMEADOW;8050225 157 | CT156;EAST LYME;8050209 158 | CT157;EAST PROVIDENCE;8050244 159 | CT158;EATONTOWN;8050234 160 | CT159;EAU CLAIRE;8050155 161 | CT160;EDDINGTON;8050223 162 | CT161;EDENTON;8050337 163 | CT162;EDGARD;8050322 164 | CT163;EDISON;8050234 165 | CT164;EL CAJON;8050406 166 | CT165;EL DORADO;8050105 167 | CT166;EL PASO;8050448 168 | CT167;EL SEGUNDO;8050406 169 | CT168;ELGIN;8050345 170 | CT169;ELKHART;8050118 171 | CT170;ELKINS;8050354 172 | CT171;ELTON;8050322 173 | CT172;EMERSON;8050105 174 | CT173;ENCINO;8050406 175 | CT174;ENFIELD;8050209 176 | CT175;ENGLAND;8050105 177 | CT176;ENGLEWOOD;8050408 178 | CT177;EUGENE;8050441 179 | CT178;EUREKA;8050406 180 | CT179;EUSTIS;8050312 181 | CT180;EVANSVILLE;8050118 182 | CT181;FAIRFAX;8050351 183 | CT182;FARGO;8050138 184 | CT183;FENTON;8050129 185 | CT184;FLINT;8050126 186 | CT185;FLORA;8050328 187 | CT186;FLORENCE;8050328 188 | CT187;FONDA;8050119 189 | CT188;FOREST PARK;8050313 190 | CT189;FORREST CITY;8050105 191 | CT190;FORT COLLINS;8050408 192 | CT191;FORT DODGE;8050119 193 | CT192;FORT LAUDERDALE;8050312 194 | CT193;FORT MYERS;8050312 195 | CT194;FORT SMITH;8050105 196 | CT195;FRAMINGHAM;8050225 197 | CT196;FRANKLIN;8050448 198 | CT197;FRANKLIN PARK;8050117 199 | CT198;FRASER;8050126 200 | CT199;FREDERICKSBURG;8050351 201 | CT200;FREMONT;8050406 202 | CT201;FREMONT;8050131 203 | CT202;FRONT ROYAL;8050351 204 | CT203;FULLERTON;8050406 205 | CT204;GAINESVILLE;8050313 206 | CT205;GAITHERSBURG;8050224 207 | CT206;GARDNER;8050225 208 | CT207;GEISMAR;8050322 209 | CT208;GEORGETOWN;8050210 210 | CT209;GEORGETOWN;8050345 211 | CT210;GERING;8050131 212 | CT211;GEYSERVILLE;8050406 213 | CT212;GILLETTE;8050456 214 | CT213;GLEN BURNIE;8050224 215 | CT214;GLEN ROCK;8050234 216 | CT215;GOLDEN MEADOW;8050322 217 | CT216;GOLETA;8050406 218 | CT217;GONZALES;8050322 219 | CT218;GRAMERCY;8050322 220 | CT219;GRAND RAPIDS;8050126 221 | CT220;GREAT BEND;8050120 222 | CT221;GREEN BAY;8050155 223 | CT222;GREENEVILLE;8050347 224 | CT223;GREENFIELD;8050225 225 | CT224;GREENVILLE;8050328 226 | CT225;GREENVILLE;8050345 227 | CT226;GRENADA;8050328 228 | CT227;GRIMES;8050119 229 | CT228;GROVES;8050448 230 | CT229;GROVETOWN;8050313 231 | CT230;GUAYNABO;8050303 232 | CT231;GULFPORT;8050328 233 | CT232;GUTHRIE CENTER;8050119 234 | CT233;HAMMOND;8050118 235 | CT234;HAPPY CAMP;8050406 236 | CT235;HARDY;8050105 237 | CT236;HARMONY;8050127 238 | CT237;HARRINGTON;8050210 239 | CT238;HARRISON;8050105 240 | CT239;HARTFORD;8050209 241 | CT240;HAVRE DE GRACE;8050224 242 | CT241;HAYWARD;8050406 243 | CT242;HAZLEHURST;8050328 244 | CT243;HELENA;8050105 245 | CT244;HIALEAH;8050312 246 | CT245;HICKORY;8050337 247 | CT246;HIGHTSTOWN;8050234 248 | CT247;HOLYOKE;8050225 249 | CT248;HOMER;8050322 250 | CT249;HOPKINS;8050127 251 | CT250;HOPKINS PARK;8050117 252 | CT251;HORN LAKE;8050328 253 | CT252;HOT SPRINGS;8050105 254 | CT253;HOUSTON;8050448 255 | CT254;HUMACAO;8050303 256 | CT255;HUNTINGTON;8050354 257 | CT256;HUNTSVILLE;8050448 258 | CT257;HUTCHINSON;8050120 259 | CT258;HUTCHINSON;8050127 260 | CT259;INDEPENDENCE;8050129 261 | CT260;INDIANAPOLIS;8050118 262 | CT261;INDIANOLA;8050328 263 | CT262;INGLEWOOD;8050406 264 | CT263;IRVINE;8050406 265 | CT264;IRVING;8050448 266 | CT265;IRWINDALE;8050406 267 | CT266;ITASCA;8050117 268 | CT267;JACKSON;8050328 269 | CT268;JACKSON;8050347 270 | CT269;JACKSONVILLE;8050105 271 | CT270;JACKSONVILLE;8050312 272 | CT271;JANESVILLE;8050155 273 | CT272;JASPER;8050301 274 | CT273;JEFFERSON;8050119 275 | CT274;JENNINGS;8050322 276 | CT275;JESSUP;8050224 277 | CT276;JOINER;8050105 278 | CT277;JONESBORO;8050105 279 | CT278;JUDSONIA;8050105 280 | CT279;KALAMAZOO;8050126 281 | CT280;KANSAS CITY;8050129 282 | CT281;KENNEDYVILLE;8050224 283 | CT282;KENNER;8050322 284 | CT283;KENSINGTON;8050224 285 | CT284;KENT;8050453 286 | CT285;KENTWOOD;8050322 287 | CT286;KERNVILLE;8050406 288 | CT287;KEWANEE;8050117 289 | CT288;KEYPORT;8050234 290 | CT289;KINGSLAND;8050105 291 | CT290;KINGSTON;8050233 292 | CT291;KIRKLAND;8050453 293 | CT292;KLAMATH FALLS;8050441 294 | CT293;KNOXVILLE;8050347 295 | CT294;KOUNTZE;8050448 296 | CT295;LA CANADA;8050406 297 | CT296;LA CROSSE;8050155 298 | CT297;LA PLACE;8050322 299 | CT298;LA PUENTE;8050406 300 | CT299;LA VERKIN;8050449 301 | CT300;LAKE CHARLES;8050322 302 | CT301;LAKE HOPATCONG;8050234 303 | CT302;LAKE ZURICH;8050117 304 | CT303;LANSING;8050126 305 | CT304;LAREDO;8050448 306 | CT305;LAS VEGAS;8050432 307 | CT306;LAUREL;8050210 308 | CT307;LAUREL;8050224 309 | CT308;LAVINIA;8050347 310 | CT309;LEESVILLE;8050322 311 | CT310;LELAND;8050337 312 | CT311;LENOIR;8050337 313 | CT312;LEOMINSTER;8050225 314 | CT313;LEWISTON;8050416 315 | CT314;LEWISVILLE;8050105 316 | CT315;LIBERTY;8050337 317 | CT316;LINCOLN;8050131 318 | CT317;LITTLE FERRY;8050234 319 | CT318;LITTLE ROCK;8050105 320 | CT319;LITTLETON;8050408 321 | CT320;LITTLETON;8050225 322 | CT321;LIVONIA;8050126 323 | CT322;LOMBARD;8050117 324 | CT323;LONG BEACH;8050406 325 | CT324;LOS ANGELES;8050406 326 | CT325;LOUDON;8050347 327 | CT326;LOUISVILLE;8050321 328 | CT327;LOVES PARK;8050117 329 | CT328;LUMBERTON;8050337 330 | CT329;LUMBERTON;8050448 331 | CT330;LYNCHBURG;8050351 332 | CT331;LYNNWOOD;8050453 333 | CT332;LYONS;8050117 334 | CT333;MABELVALE;8050105 335 | CT334;MADISON;8050155 336 | CT335;MAITLAND;8050312 337 | CT336;MALVERN;8050105 338 | CT337;MAMMOTH SPRING;8050105 339 | CT338;MANCHESTER;8050233 340 | CT339;MANGHAM;8050322 341 | CT340;MANILA;8050105 342 | CT341;MARIETTA;8050313 343 | CT342;MARKED TREE;8050105 344 | CT343;MARKS;8050328 345 | CT344;MARLBOROUGH;8050225 346 | CT345;MARLBOROUGH;8050233 347 | CT346;MARLETTE;8050126 348 | CT347;MARRERO;8050322 349 | CT348;MARSHALL;8050105 350 | CT349;MAYNARD;8050225 351 | CT350;MCCOMB;8050328 352 | CT351;MEADOW;8050449 353 | CT352;MELBOURNE;8050105 354 | CT353;MELROSE PARK;8050117 355 | CT354;MELVINDALE;8050126 356 | CT355;MEMPHIS;8050347 357 | CT356;MENDENHALL;8050328 358 | CT357;MENOMINEE;8050126 359 | CT358;MERIDIAN;8050416 360 | CT359;MESA;8050404 361 | CT360;METAIRIE;8050322 362 | CT361;METHUEN;8050225 363 | CT362;MIAMI;8050312 364 | CT363;MIDDLEBURY;8050250 365 | CT364;MILWAUKEE;8050155 366 | CT365;MILWAUKIE;8050441 367 | CT366;MINNEAPOLIS;8050127 368 | CT367;MISHAWAKA;8050118 369 | CT368;MISSION VIEJO;8050406 370 | CT369;MISSOULA;8050430 371 | CT370;MOBILE;8050301 372 | CT371;MOLINE;8050117 373 | CT372;MONROE;8050322 374 | CT373;MONTCLAIR;8050406 375 | CT374;MONTGOMERY;8050301 376 | CT375;MONTGOMERY;8050448 377 | CT376;MONTICELLO;8050105 378 | CT377;MOORHEAD;8050328 379 | CT378;MORRILTON;8050105 380 | CT379;MORRIS PLAINS;8050234 381 | CT380;MORRISVILLE;8050250 382 | CT381;MORTON;8050117 383 | CT382;MORTON;8050328 384 | CT383;MOUNT HOLLY;8050234 385 | CT384;MOUNTAIN HOME;8050105 386 | CT385;MOUNTAIN VIEW;8050105 387 | CT386;NAMPA;8050416 388 | CT387;NAPA;8050406 389 | CT388;NAPOLEONVILLE;8050322 390 | CT389;NASHUA;8050233 391 | CT390;NASHVILLE;8050347 392 | CT391;NATCHEZ;8050328 393 | CT392;NAVASOTA;8050448 394 | CT393;NESBIT;8050328 395 | CT394;NEW BEDFORD;8050225 396 | CT395;NEW BERLIN;8050155 397 | CT396;NEW BRITAIN;8050209 398 | CT397;NEW GLARUS;8050155 399 | CT398;NEW MILFORD;8050209 400 | CT399;NEW ORLEANS;8050322 401 | CT400;NEW WAVERLY;8050448 402 | CT401;NEW YORK;8050236 403 | CT402;NEWARK;8050234 404 | CT403;NEWINGTON;8050209 405 | CT404;NEWPORT;8050105 406 | CT405;NEWPORT NEWS;8050351 407 | CT406;NILES;8050117 408 | CT407;NORCROSS;8050313 409 | CT408;NORMAN;8050440 410 | CT409;NORTH GRAFTON;8050225 411 | CT410;NORTH HAVEN;8050209 412 | CT411;NORTH LITTLE ROCK;8050105 413 | CT412;NORTH MYRTLE BEACH;8050345 414 | CT413;NORTH PLATTE;8050131 415 | CT414;NORTHAMPTON;8050225 416 | CT415;NORWALK;8050209 417 | CT416;NORWAY;8050223 418 | CT417;NORWICH;8050209 419 | CT418;NOVATO;8050406 420 | CT419;OAK GROVE;8050129 421 | CT420;OAK LAWN;8050117 422 | CT421;OAKLAND;8050406 423 | CT422;OCOEE;8050312 424 | CT423;ODESSA;8050448 425 | CT424;OKAWVILLE;8050117 426 | CT425;OKLAHOMA CITY;8050440 427 | CT426;OLIVE BRANCH;8050328 428 | CT427;OLYMPIA;8050453 429 | CT428;OMAHA;8050131 430 | CT429;ONALASKA;8050155 431 | CT430;OPELOUSAS;8050322 432 | CT431;ORANGE;8050448 433 | CT432;ORANGEFIELD;8050448 434 | CT433;OTHELLO;8050453 435 | CT434;OXNARD;8050406 436 | CT435;PACOIMA;8050406 437 | CT436;PALISADES PARK;8050234 438 | CT437;PALMETTO;8050312 439 | CT438;PANGBURN;8050105 440 | CT439;PARAMUS;8050234 441 | CT440;PARIS;8050105 442 | CT441;PARKER;8050408 443 | CT442;PARSONS;8050354 444 | CT443;PASADENA;8050448 445 | CT444;PASO ROBLES;8050406 446 | CT445;PATERSON;8050234 447 | CT446;PAW PAW;8050126 448 | CT447;PAWTUCKET;8050244 449 | CT448;PEABODY;8050225 450 | CT449;PEARL;8050328 451 | CT450;PEKIN;8050117 452 | CT451;PEMBROKE;8050225 453 | CT452;PENNSAUKEN;8050234 454 | CT453;PEORIA;8050404 455 | CT454;PEORIA;8050117 456 | CT455;PETOSKEY;8050126 457 | CT456;PHILADELPHIA;8050242 458 | CT457;PHILIPSBURG;8050430 459 | CT458;PHILLIPSBURG;8050234 460 | CT459;PHOENIX;8050404 461 | CT460;PIEDMONT;8050345 462 | CT461;PINE BLUFF;8050105 463 | CT462;PITTSBURGH;8050242 464 | CT463;PLAINSBORO;8050234 465 | CT464;PLAINVILLE;8050209 466 | CT465;PLANT CITY;8050312 467 | CT466;PLEASANT VALLEY;8050209 468 | CT467;PLYMOUTH;8050155 469 | CT468;POMONA;8050406 470 | CT469;PORT ALLEN;8050322 471 | CT470;PORT ANGELES;8050453 472 | CT471;PORT ARTHUR;8050448 473 | CT472;PORT CHARLOTTE;8050312 474 | CT473;PORTLAND;8050118 475 | CT474;PORTLAND;8050441 476 | CT475;PORTSMOUTH;8050351 477 | CT476;POST FALLS;8050416 478 | CT477;PROVIDENCE;8050244 479 | CT478;PUNTA GORDA;8050312 480 | CT479;PUTNAM;8050209 481 | CT480;QUINCY;8050117 482 | CT481;QUINCY;8050225 483 | CT482;RACELAND;8050322 484 | CT483;RALEIGH;8050337 485 | CT484;RANCHO CUCAMONGA;8050406 486 | CT485;RAPID CITY;8050146 487 | CT486;RAWLINS;8050456 488 | CT487;RAYMOND;8050233 489 | CT488;RAYVILLE;8050322 490 | CT489;RECTOR;8050105 491 | CT490;REDDING;8050406 492 | CT491;RENTON;8050453 493 | CT492;RICHMOND;8050351 494 | CT493;RICHTON PARK;8050117 495 | CT494;RIDGELAND;8050328 496 | CT495;RIVERSIDE;8050406 497 | CT496;RIVERSIDE;8050234 498 | CT497;ROANOKE;8050118 499 | CT498;ROCK SPRINGS;8050456 500 | CT499;ROCKLAND;8050223 501 | CT500;ROCKPORT;8050223 502 | CT501;ROGERS;8050105 503 | CT502;ROSELLE;8050117 504 | CT503;ROSEVILLE;8050126 505 | CT504;ROYAL OAK;8050126 506 | CT505;RUPERT;8050416 507 | CT506;RUSSELLVILLE;8050105 508 | CT507;SABETHA;8050120 509 | CT508;SACRAMENTO;8050406 510 | CT509;SAGINAW;8050126 511 | CT510;SAINT JOSEPH;8050129 512 | CT511;SAINT LOUIS;8050129 513 | CT512;SAINT PAUL;8050127 514 | CT513;SAINT ROSE;8050322 515 | CT514;SALEM;8050441 516 | CT515;SALINA;8050120 517 | CT516;SALINAS;8050406 518 | CT517;SALTVILLE;8050351 519 | CT518;SAN DIEGO;8050406 520 | CT519;SAN FERNANDO;8050406 521 | CT520;SAN FRANCISCO;8050406 522 | CT521;SAN JACINTO;8050406 523 | CT522;SAN JOSE;8050406 524 | CT523;SAN JUAN;8050303 525 | CT524;SAN RAFAEL;8050406 526 | CT525;SANDY;8050449 527 | CT526;SANFORD;8050223 528 | CT527;SANTA ANA;8050406 529 | CT528;SANTA BARBARA;8050406 530 | CT529;SANTA CLARA;8050406 531 | CT530;SANTA FE SPRINGS;8050406 532 | CT531;SAVANNAH;8050313 533 | CT532;SCARBOROUGH;8050223 534 | CT533;SCHAUMBURG;8050117 535 | CT534;SCOTT;8050322 536 | CT535;SCOTTS VALLEY;8050406 537 | CT536;SEARCY;8050105 538 | CT537;SEATTLE;8050453 539 | CT538;SENATOBIA;8050328 540 | CT539;SEYMOUR;8050209 541 | CT540;SHAWNEE MISSION;8050120 542 | CT541;SIBLEY;8050322 543 | CT542;SILSBEE;8050448 544 | CT543;SILVER SPRING;8050224 545 | CT544;SIMPSONVILLE;8050345 546 | CT545;SISTERSVILLE;8050354 547 | CT546;SOMERVILLE;8050448 548 | CT547;SOUTH HADLEY;8050225 549 | CT548;SOUTH SAN FRANCISCO;8050406 550 | CT549;SOUTHAVEN;8050328 551 | CT550;SOUTHBRIDGE;8050225 552 | CT551;SOUTHFIELD;8050126 553 | CT552;SOUTHINGTON;8050209 554 | CT553;SPARKS;8050432 555 | CT554;SPARTANBURG;8050345 556 | CT555;SPENCER;8050225 557 | CT556;SPLENDORA;8050448 558 | CT557;SPOKANE;8050453 559 | CT558;SPRING;8050448 560 | CT559;SPRINGFIELD;8050117 561 | CT560;STANTON;8050406 562 | CT561;STATESVILLE;8050337 563 | CT562;STERLING HEIGHTS;8050126 564 | CT563;STILLWATER;8050440 565 | CT564;STOCKTON;8050406 566 | CT565;STOUGHTON;8050155 567 | CT566;STRATFORD;8050209 568 | CT567;STUTTGART;8050105 569 | CT568;SUDLERSVILLE;8050224 570 | CT569;SUNNYVALE;8050406 571 | CT570;SUWANEE;8050313 572 | CT571;SYRACUSE;8050236 573 | CT572;TALLAHASSEE;8050312 574 | CT573;TAMPA;8050312 575 | CT574;TAYLORSVILLE;8050337 576 | CT575;TEMPE;8050404 577 | CT576;TEMPLETON;8050225 578 | CT577;THE WOODLANDS;8050448 579 | CT578;THOMASTON;8050313 580 | CT579;THORNDIKE;8050225 581 | CT580;TORRINGTON;8050209 582 | CT581;TRAPPE;8050224 583 | CT582;TRAVERSE CITY;8050126 584 | CT583;TRENTON;8050234 585 | CT584;TUCSON;8050404 586 | CT585;TULSA;8050440 587 | CT586;TUNICA;8050328 588 | CT587;TWIN FALLS;8050416 589 | CT588;TYLERTOWN;8050328 590 | CT589;VAIDEN;8050328 591 | CT590;VANSANT;8050351 592 | CT591;VICKSBURG;8050328 593 | CT592;VIENNA;8050351 594 | CT593;W HARTFORD;8050209 595 | CT594;WAKEFIELD;8050225 596 | CT595;WALLS;8050328 597 | CT596;WALTHAM;8050225 598 | CT597;WAREHAM;8050225 599 | CT598;WARREN;8050105 600 | CT599;WARREN;8050223 601 | CT600;WARREN;8050126 602 | CT601;WARTBURG;8050347 603 | CT602;WARWICK;8050244 604 | CT603;WASHINGTON;8050117 605 | CT604;WATERFORD;8050209 606 | CT605;WAUKEE;8050119 607 | CT606;WAUKESHA;8050155 608 | CT607;WEBSTER CITY;8050119 609 | CT608;WEIRTON;8050354 610 | CT609;WEST BOYLSTON;8050225 611 | CT610;WEST COLUMBIA;8050345 612 | CT611;WEST HELENA;8050105 613 | CT612;WEST MONROE;8050322 614 | CT613;WEST SACRAMENTO;8050406 615 | CT614;WESTFORD;8050225 616 | CT615;WESTPORT;8050225 617 | CT616;WEYMOUTH;8050225 618 | CT617;WHARTON;8050234 619 | CT618;WHEAT RIDGE;8050408 620 | CT619;WHITEWATER;8050155 621 | CT620;WICHITA;8050120 622 | CT621;WILLIAMSBURG;8050351 623 | CT622;WILLISTON;8050138 624 | CT623;WILSONVILLE;8050441 625 | CT624;WINDSOR;8050209 626 | CT625;WINNIE;8050448 627 | CT626;WINSLOW;8050223 628 | CT627;WINSTED;8050209 629 | CT628;WINTER PARK;8050312 630 | CT629;WISCONSIN RAPIDS;8050155 631 | CT630;WOBURN;8050225 632 | CT631;WOOD DALE;8050117 633 | CT632;WORCESTER;8050225 634 | CT633;WYNNE;8050105 635 | CT634;YAKIMA;8050453 636 | CT635;YAZOO CITY;8050328 637 | CT636;YONKERS;8050236 638 | CT637;YUMA;8050404 639 | -------------------------------------------------------------------------------- /data/Stores.csv: -------------------------------------------------------------------------------- 1 | Store;Description;Store_Brand 2 | ST1082;Ahoy Place (AP 1);MSTK 3 | ST764;Ahoy Place (AP 10);MSTK 4 | ST768;Ahoy Place (AP 11);MSTK 5 | ST788;Ahoy Place (AP 12);MSTK 6 | ST794;Ahoy Place (AP 13);MSTK 7 | ST163;Ahoy Place (AP 2);MSTK 8 | ST166;Ahoy Place (AP 3);MSTK 9 | ST341;Ahoy Place (AP 4);MSTK 10 | ST609;Ahoy Place (AP 5);MSTK 11 | ST664;Ahoy Place (AP 6);MSTK 12 | ST680;Ahoy Place (AP 7);MSTK 13 | ST714;Ahoy Place (AP 8);MSTK 14 | ST754;Ahoy Place (AP 9);MSTK 15 | ST1018;Alfredsons (Alf1);M9DF 16 | ST1036;Alfredsons (Alf2);M9DF 17 | ST1044;Alfredsons (Alf3);M9DF 18 | ST1047;Alfredsons (Alf4);M9DF 19 | ST1049;Alfredsons (Alf5);M9DF 20 | ST1057;Alfredsons (Alf6);M9DF 21 | ST1059;Alfredsons (Alf7);M9DF 22 | ST1095;Alfredsons (Alf8);M9DF 23 | ST1096;Alfredsons (Alf9);M9DF 24 | ST1103;Alfredsons (Alf10);M9DF 25 | ST1109;Alfredsons (Alf11);M9DF 26 | ST114;Alfredsons (Alf12);M9DF 27 | ST12;Alfredsons (Alf13);M9DF 28 | ST14;Alfredsons (Alf14);M9DF 29 | ST140;Alfredsons (Alf15);M9DF 30 | ST149;Alfredsons (Alf16);M9DF 31 | ST15;Alfredsons (Alf17);M9DF 32 | ST165;Alfredsons (Alf18);M9DF 33 | ST178;Alfredsons (Alf19);M9DF 34 | ST179;Alfredsons (Alf20);M9DF 35 | ST180;Alfredsons (Alf21);M9DF 36 | ST183;Alfredsons (Alf22);M9DF 37 | ST209;Alfredsons (Alf23);M9DF 38 | ST271;Alfredsons (Alf24);M9DF 39 | ST272;Alfredsons (Alf25);M9DF 40 | ST275;Alfredsons (Alf26);M9DF 41 | ST277;Alfredsons (Alf27);M9DF 42 | ST280;Alfredsons (Alf28);M9DF 43 | ST308;Alfredsons (Alf29);M9DF 44 | ST310;Alfredsons (Alf30);M9DF 45 | ST314;Alfredsons (Alf31);M9DF 46 | ST315;Alfredsons (Alf32);M9DF 47 | ST317;Alfredsons (Alf33);M9DF 48 | ST335;Alfredsons (Alf34);M9DF 49 | ST374;Alfredsons (Alf35);M9DF 50 | ST477;Alfredsons (Alf36);M9DF 51 | ST478;Alfredsons (Alf37);M9DF 52 | ST482;Alfredsons (Alf38);M9DF 53 | ST7;Alfredsons (Alf39);M9DF 54 | ST717;Alfredsons (Alf40);M9DF 55 | ST737;Alfredsons (Alf41);M9DF 56 | ST743;Alfredsons (Alf42);M9DF 57 | ST76;Alfredsons (Alf43);M9DF 58 | ST769;Alfredsons (Alf44);M9DF 59 | ST817;Alfredsons (Alf45);M9DF 60 | ST822;Alfredsons (Alf46);M9DF 61 | ST830;Alfredsons (Alf47);M9DF 62 | ST835;Alfredsons (Alf48);M9DF 63 | ST844;Alfredsons (Alf49);M9DF 64 | ST848;Alfredsons (Alf50);M9DF 65 | ST85;Alfredsons (Alf51);M9DF 66 | ST853;Alfredsons (Alf52);M9DF 67 | ST858;Alfredsons (Alf53);M9DF 68 | ST869;AMAF Supply Inc (AMAF1);MPU5 69 | ST871;AMAF Supply Inc (AMAF2);MPU5 70 | ST877;AMAF Supply Inc (AMAF3);MPU5 71 | ST884;AMAF Supply Inc (AMAF4);MPU5 72 | ST893;AMAF Supply Inc (AMAF5);MPU5 73 | ST895;AMAF Supply Inc (AMAF6);MPU5 74 | ST896;AMAF Supply Inc (AMAF7);MPU5 75 | ST897;AMAF Supply Inc (AMAF8);MPU5 76 | ST901;AMAF Supply Inc (AMAF9);MPU5 77 | ST905;AMAF Supply Inc (AMAF10);MPU5 78 | ST910;AMAF Supply Inc (AMAF11);MPU5 79 | ST915;AMAF Supply Inc (AMAF12);MPU5 80 | ST918;AMAF Supply Inc (AMAF13);MPU5 81 | ST946;AMAF Supply Inc (AMAF14);MPU5 82 | ST974;AMAF Supply Inc (AMAF15);MPU5 83 | ST607;Amalia (AM1);M2ED 84 | ST608;Amalia (AM2);M2ED 85 | ST61;Amalia (AM3);M2ED 86 | ST616;Amalia (AM4);M2ED 87 | ST621;Amalia (AM5);M2ED 88 | ST622;Amalia (AM6);M2ED 89 | ST624;Amalia (AM7);M2ED 90 | ST627;Amalia (AM8);M2ED 91 | ST631;Amalia (AM9);M2ED 92 | ST633;Amalia (AM10);M2ED 93 | ST637;Amalia (AM11);M2ED 94 | ST64;Amalia (AM12);M2ED 95 | ST644;Amalia (AM13);M2ED 96 | ST649;Amalia (AM14);M2ED 97 | ST983;Amalia (AM15);M2ED 98 | ST1013;Ambrosia (AMB1);M4W2 99 | ST13;Ambrosia (AMB2);M4W2 100 | ST347;Ambrosia (AMB3);M4W2 101 | ST826;Ambrosia (AMB4);M4W2 102 | ST225;Asadi Emporium (AE1);MLDS 103 | ST235;Asadi Emporium (AE2);MLDS 104 | ST452;Asadi Emporium (AE3);MLDS 105 | ST456;Asadi Emporium (AE4);MLDS 106 | ST472;Asadi Emporium (AE5);MLDS 107 | ST476;Asadi Emporium (AE6);MLDS 108 | ST506;Asadi Emporium (AE7);MLDS 109 | ST541;Asadi Emporium (AE8);MLDS 110 | ST552;Asadi Emporium (AE9);MLDS 111 | ST557;Asadi Emporium (AE10);MLDS 112 | ST567;Asadi Emporium (AE11);MLDS 113 | ST571;Asadi Emporium (AE12);MLDS 114 | ST572;Asadi Emporium (AE13);MLDS 115 | ST582;Asadi Emporium (AE14);MLDS 116 | ST611;Asadi Emporium (AE15);MLDS 117 | ST628;Asadi Emporium (AE16);MLDS 118 | ST629;Asadi Emporium (AE17);MLDS 119 | ST646;Asadi Emporium (AE18);MLDS 120 | ST648;Asadi Emporium (AE19);MLDS 121 | ST662;Asadi Emporium (AE20);MLDS 122 | ST666;Asadi Emporium (AE21);MLDS 123 | ST675;Asadi Emporium (AE22);MLDS 124 | ST697;Asadi Emporium (AE23);MLDS 125 | ST702;Asadi Emporium (AE24);MLDS 126 | ST707;Asadi Emporium (AE25);MLDS 127 | ST723;Asadi Emporium (AE26);MLDS 128 | ST736;Asadi Emporium (AE27);MLDS 129 | ST747;Asadi Emporium (AE28);MLDS 130 | ST750;Asadi Emporium (AE29);MLDS 131 | ST798;Asadi Emporium (AE30);MLDS 132 | ST803;Asadi Emporium (AE31);MLDS 133 | ST894;Asadi Emporium (AE32);MLDS 134 | ST93;Asadi Emporium (AE33);MLDS 135 | ST934;Asadi Emporium (AE34);MLDS 136 | ST936;Asadi Emporium (AE35);MLDS 137 | ST573;Bedford Falls Graphics (BFG1);M8KA 138 | ST579;Bedford Falls Graphics (BFG2);M8KA 139 | ST583;Bedford Falls Graphics (BFG3);M8KA 140 | ST597;Bedford Falls Graphics (BFG4);M8KA 141 | ST600;Bedford Falls Graphics (BFG5);M8KA 142 | ST601;Bedford Falls Graphics (BFG6);M8KA 143 | ST604;Bedford Falls Graphics (BFG7);M8KA 144 | ST677;Bedford Falls Graphics (BFG8);M8KA 145 | ST681;Bedford Falls Graphics (BFG9);M8KA 146 | ST682;Bedford Falls Graphics (BFG10);M8KA 147 | ST980;Bedford Falls Graphics (BFG11);M8KA 148 | ST498;Bonjour Store (Bon1);MZA9 149 | ST499;Bonjour Store (Bon2);MZA9 150 | ST502;Bonjour Store (Bon3);MZA9 151 | ST505;Bonjour Store (Bon4);MZA9 152 | ST508;Bonjour Store (Bon5);MZA9 153 | ST523;Bonjour Store (Bon6);MZA9 154 | ST524;Bonjour Store (Bon7);MZA9 155 | ST529;Bonjour Store (Bon8);MZA9 156 | ST533;Bonjour Store (Bon9);MZA9 157 | ST534;Bonjour Store (Bon10);MZA9 158 | ST535;Bonjour Store (Bon11);MZA9 159 | ST539;Bonjour Store (Bon12);MZA9 160 | ST543;Bonjour Store (Bon13);MZA9 161 | ST659;Bonjour Store (Bon14);MZA9 162 | ST16;Budhai (Bud1);MOP2 163 | ST38;Budhai (Bud2);MOP2 164 | ST617;Budhai (Bud3);MOP2 165 | ST909;Budhai (Bud4);MOP2 166 | ST987;Caitlin Meyer (CM1);M02M 167 | ST1000;Caitlin Meyer (CM2);M02M 168 | ST1038;Caitlin Meyer (CM3);M02M 169 | ST197;Caitlin Meyer (CM4);M02M 170 | ST431;Caitlin Meyer (CM5);M02M 171 | ST446;Caitlin Meyer (CM6);M02M 172 | ST509;Caitlin Meyer (CM7);M02M 173 | ST536;Caitlin Meyer (CM8);M02M 174 | ST634;Caitlin Meyer (CM9);M02M 175 | ST741;Caitlin Meyer (CM10);M02M 176 | ST742;Caitlin Meyer (CM11);M02M 177 | ST825;Caitlin Meyer (CM12);M02M 178 | ST912;Caitlin Meyer (CM13);M02M 179 | ST1090;Carlos City (CM14);M8GH 180 | ST1107;Carlos City (CM15);M8GH 181 | ST125;Carlos City (CM16);M8GH 182 | ST264;Carlos City (CM17);M8GH 183 | ST823;Carlos City (CM18);M8GH 184 | ST351;CommNet International (Comm1);MCX6 185 | ST353;CommNet International (Comm2);MCX6 186 | ST354;CommNet International (Comm3);MCX6 187 | ST356;CommNet International (Comm4);MCX6 188 | ST357;CommNet International (Comm5);MCX6 189 | ST358;CommNet International (Comm6);MCX6 190 | ST360;CommNet International (Comm7);MCX6 191 | ST364;CommNet International (Comm8);MCX6 192 | ST369;CommNet International (Comm9);MCX6 193 | ST370;CommNet International (Comm10);MCX6 194 | ST930;CommNet International (Comm11);MCX6 195 | ST34;Corn Bakers (CB1);MHJW 196 | ST373;Corn Bakers (CB2);MHJW 197 | ST402;Corn Bakers (CB3);MHJW 198 | ST421;Corn Bakers (CB4);MHJW 199 | ST454;Corn Bakers (CB5);MHJW 200 | ST459;Corn Bakers (CB6);MHJW 201 | ST460;Corn Bakers (CB7);MHJW 202 | ST480;Corn Bakers (CB8);MHJW 203 | ST507;Corn Bakers (CB9);MHJW 204 | ST511;Corn Bakers (CB10);MHJW 205 | ST526;Corn Bakers (CB11);MHJW 206 | ST528;Corn Bakers (CB12);MHJW 207 | ST530;Corn Bakers (CB13);MHJW 208 | ST545;Corn Bakers (CB14);MHJW 209 | ST561;Corn Bakers (CB15);MHJW 210 | ST562;Corn Bakers (CB16);MHJW 211 | ST581;Corn Bakers (CB17);MHJW 212 | ST587;Corn Bakers (CB18);MHJW 213 | ST65;Cosmos (Cos1);M2HR 214 | ST654;Cosmos (Cos2);M2HR 215 | ST656;Cosmos (Cos3);M2HR 216 | ST663;Cosmos (Cos4);M2HR 217 | ST802;Cosmos (Cos5);M2HR 218 | ST955;Cosmos (Cos6);M2HR 219 | ST1001;Cougars (Coug1);M1DP 220 | ST1007;Cougars (Coug2);M1DP 221 | ST1022;Cougars (Coug3);M1DP 222 | ST1024;Cougars (Coug4);M1DP 223 | ST1041;Cougars (Coug5);M1DP 224 | ST30;Cougars (Coug6);M1DP 225 | ST669;Cougars (Coug7);M1DP 226 | ST678;Cougars (Coug8);M1DP 227 | ST684;Cougars (Coug9);M1DP 228 | ST739;Cougars (Coug10);M1DP 229 | ST785;Cougars (Coug11);M1DP 230 | ST790;Cougars (Coug12);M1DP 231 | ST804;Cougars (Coug13);M1DP 232 | ST954;Creative Images LLC (CI1);MZ43 233 | ST96;Creative Images LLC (CI2);MZ43 234 | ST1;Creative Images LLC (CI3);MZ43 235 | ST1005;Creative Images LLC (CI4);MZ43 236 | ST107;Creative Images LLC (CI5);MZ43 237 | ST108;Creative Images LLC (CI6);MZ43 238 | ST1088;Creative Images LLC (CI7);MZ43 239 | ST1094;Creative Images LLC (CI8);MZ43 240 | ST112;Creative Images LLC (CI9);MZ43 241 | ST121;Creative Images LLC (CI10);MZ43 242 | ST124;Creative Images LLC (CI11);MZ43 243 | ST135;Creative Images LLC (CI12);MZ43 244 | ST136;Creative Images LLC (CI13);MZ43 245 | ST155;Creative Images LLC (CI14);MZ43 246 | ST157;Creative Images LLC (CI15);MZ43 247 | ST168;Creative Images LLC (CI16);MZ43 248 | ST170;Creative Images LLC (CI17);MZ43 249 | ST18;Creative Images LLC (CI18);MZ43 250 | ST190;Creative Images LLC (CI19);MZ43 251 | ST20;Creative Images LLC (CI20);MZ43 252 | ST208;Creative Images LLC (CI21);MZ43 253 | ST274;Creative Images LLC (CI22);MZ43 254 | ST33;Creative Images LLC (CI23);MZ43 255 | ST404;Creative Images LLC (CI24);MZ43 256 | ST931;Deals Direct (DD1);M0YU 257 | ST643;Deals Direct (DD2);M0YU 258 | ST650;Deals Direct (DD3);M0YU 259 | ST673;Deals Direct (DD4);M0YU 260 | ST676;Deals Direct (DD5);M0YU 261 | ST694;Deals Direct (DD6);M0YU 262 | ST695;Deals Direct (DD7);M0YU 263 | ST701;Deals Direct (DD8);M0YU 264 | ST713;Deals Direct (DD9);M0YU 265 | ST718;Deals Direct (DD10);M0YU 266 | ST841;Deals2U (D2U1);MGD5 267 | ST177;Deals2U (D2U2);MGD5 268 | ST22;Deals2U (D2U3);MGD5 269 | ST228;Deals2U (D2U4);MGD5 270 | ST25;Deals2U (D2U5);MGD5 271 | ST392;Deals2U (D2U6);MGD5 272 | ST57;Deals2U (D2U7);MGD5 273 | ST588;Deals2U (D2U8);MGD5 274 | ST598;Deals2U (D2U9);MGD5 275 | ST610;Deals2U (D2U10);MGD5 276 | ST632;Deals2U (D2U11);MGD5 277 | ST645;Deals2U (D2U12);MGD5 278 | ST406;Dollar Village (DV1);M2RF 279 | ST432;Dollar Village (DV2);M2RF 280 | ST59;Dollar Village (DV3);M2RF 281 | ST602;Dollar Village (DV4);M2RF 282 | ST606;Dollar Village (DV5);M2RF 283 | ST612;Dollar Village (DV6);M2RF 284 | ST626;Dollar Village (DV7);M2RF 285 | ST640;Dollar Village (DV8);M2RF 286 | ST759;Dollar Village (DV9);M2RF 287 | ST776;Dollar Village (DV10);M2RF 288 | ST777;Dollar Village (DV11);M2RF 289 | ST78;Dollar Village (DV12);M2RF 290 | ST793;Dollar Village (DV13);M2RF 291 | ST795;Dollar Village (DV14);M2RF 292 | ST797;Dollar Village (DV15);M2RF 293 | ST810;Dollar Village (DV16);M2RF 294 | ST816;Dollar Village (DV17);M2RF 295 | ST818;Dollar Village (DV18);M2RF 296 | ST82;Dollar Village (DV19);M2RF 297 | ST843;Dollar Village (DV20);M2RF 298 | ST845;Dollar Village (DV21);M2RF 299 | ST860;Dollar Village (DV22);M2RF 300 | ST872;Dollar Village (DV23);M2RF 301 | ST914;Dollar Village (DV24);M2RF 302 | ST945;Dollar Village (DV25);M2RF 303 | ST375;Eiffel Expo (EE1);MJO9 304 | ST376;Eiffel Expo (EE2);MJO9 305 | ST377;Eiffel Expo (EE3);MJO9 306 | ST378;Eiffel Expo (EE4);MJO9 307 | ST380;Eiffel Expo (EE5);MJO9 308 | ST381;Eiffel Expo (EE6);MJO9 309 | ST383;Eiffel Expo (EE7);MJO9 310 | ST981;Eiffel Expo (EE8);MJO9 311 | ST393;Ekeland Exports (EkEx1);MCUI 312 | ST398;Ekeland Exports (EkEx2);MCUI 313 | ST399;Ekeland Exports (EkEx3);MCUI 314 | ST416;Ekeland Exports (EkEx4);MCUI 315 | ST418;Ekeland Exports (EkEx5);MCUI 316 | ST423;Ekeland Exports (EkEx6);MCUI 317 | ST427;Ekeland Exports (EkEx7);MCUI 318 | ST435;Ekeland Exports (EkEx8);MCUI 319 | ST437;Ekeland Exports (EkEx9);MCUI 320 | ST439;Ekeland Exports (EkEx10);MCUI 321 | ST441;Ekeland Exports (EkEx11);MCUI 322 | ST976;Ekeland Exports (EkEx12);MCUI 323 | ST1031;Farm Market (FM1);MTY7 324 | ST1100;Farm Market (FM2);MTY7 325 | ST159;Farm Market (FM3);MTY7 326 | ST51;Farm Market (FM4);MTY7 327 | ST570;Farm Market (FM5);MTY7 328 | ST687;Farm Market (FM6);MTY7 329 | ST725;Farm Market (FM7);MTY7 330 | ST726;Farm Market (FM8);MTY7 331 | ST735;Farm Market (FM9);MTY7 332 | ST849;Farm Market (FM10);MTY7 333 | ST898;Farm Market (FM11);MTY7 334 | ST1011;Finn Depot (FD1);MLV4 335 | ST113;Finn Depot (FD2);MLV4 336 | ST116;Finn Depot (FD3);MLV4 337 | ST130;Finn Depot (FD4);MLV4 338 | ST144;Finn Depot (FD5);MLV4 339 | ST3;Finn Depot (FD6);MLV4 340 | ST367;Finn Depot (FD7);MLV4 341 | ST384;Finn Depot (FD8);MLV4 342 | ST578;Finn Depot (FD9);MLV4 343 | ST630;Finn Depot (FD10);MLV4 344 | ST674;Finn Depot (FD11);MLV4 345 | ST679;Finn Depot (FD12);MLV4 346 | ST727;Finn Depot (FD13);MLV4 347 | ST799;Finn Depot (FD14);MLV4 348 | ST815;Finn Depot (FD15);MLV4 349 | ST854;Finn Depot (FD16);MLV4 350 | ST87;Finn Depot (FD17);MLV4 351 | ST885;Finn Depot (FD18);MLV4 352 | ST902;Finn Depot (FD19);MLV4 353 | ST947;Finn Depot (FD20);MLV4 354 | ST99;Finnys (Finn1);M1JT 355 | ST1008;Finnys (Finn2);M1JT 356 | ST102;Finnys (Finn3);M1JT 357 | ST1040;Finnys (Finn4);M1JT 358 | ST105;Finnys (Finn5);M1JT 359 | ST1054;Finnys (Finn6);M1JT 360 | ST1092;Finnys (Finn7);M1JT 361 | ST696;Finnys (Finn8);M1JT 362 | ST70;Finnys (Finn9);M1JT 363 | ST752;Finnys (Finn10);M1JT 364 | ST774;Finnys (Finn11);M1JT 365 | ST775;Finnys (Finn12);M1JT 366 | ST789;Finnys (Finn13);M1JT 367 | ST808;Finnys (Finn14);M1JT 368 | ST812;Finnys (Finn15);M1JT 369 | ST850;Finnys (Finn16);M1JT 370 | ST855;Finnys (Finn17);M1JT 371 | ST864;Finnys (Finn18);M1JT 372 | ST900;Finnys (Finn19);M1JT 373 | ST944;Finnys (Finn20);M1JT 374 | ST5;Flavia (FL1);MY4D 375 | ST586;Flavia (FL2);MY4D 376 | ST661;Flavia (FL3);MY4D 377 | ST779;Flavia (FL4);MY4D 378 | ST805;Flavia (FL5);MY4D 379 | ST878;Flavia (FL6);MY4D 380 | ST283;Flavias Corner (FC1);MVDL 381 | ST286;Flavias Corner (FC2);MVDL 382 | ST287;Flavias Corner (FC3);MVDL 383 | ST289;Flavias Corner (FC4);MVDL 384 | ST291;Flavias Corner (FC5);MVDL 385 | ST294;Flavias Corner (FC6);MVDL 386 | ST296;Flavias Corner (FC7);MVDL 387 | ST297;Flavias Corner (FC8);MVDL 388 | ST298;Flavias Corner (FC9);MVDL 389 | ST299;Flavias Corner (FC10);MVDL 390 | ST300;Flavias Corner (FC11);MVDL 391 | ST302;Flavias Corner (FC12);MVDL 392 | ST305;Flavias Corner (FC13);MVDL 393 | ST306;Flavias Corner (FC14);MVDL 394 | ST307;Flavias Corner (FC15);MVDL 395 | ST71;Flavias Corner (FC16);MVDL 396 | ST956;Forage (F1);MKBA 397 | ST88;Forage (F2);MKBA 398 | ST880;Forage (F3);MKBA 399 | ST90;Forage (F4);MKBA 400 | ST903;Forage (F5);MKBA 401 | ST719;Forix Pets (FP1);ME2U 402 | ST728;Forix Pets (FP2);ME2U 403 | ST730;Forix Pets (FP3);ME2U 404 | ST748;Forix Pets (FP4);ME2U 405 | ST755;Forix Pets (FP5);ME2U 406 | ST962;Forix Pets (FP6);ME2U 407 | ST442;French Connect (FC1);M9X9 408 | ST457;French Connect (FC2);M9X9 409 | ST50;French Connect (FC3);M9X9 410 | ST546;French Connect (FC4);M9X9 411 | ST553;French Connect (FC5);M9X9 412 | ST56;French Connect (FC6);M9X9 413 | ST566;French Connect (FC7);M9X9 414 | ST928;French Connect (FC8);M9X9 415 | ST596;French Connect (FC9);M9X9 416 | ST618;French Connect (FC10);M9X9 417 | ST658;French Connect (FC11);M9X9 418 | ST1004;FTK Mart (FTK1);MCNA 419 | ST1023;FTK Mart (FTK2);MCNA 420 | ST171;FTK Mart (FTK3);MCNA 421 | ST184;FTK Mart (FTK4);MCNA 422 | ST188;FTK Mart (FTK5);MCNA 423 | ST193;FTK Mart (FTK6);MCNA 424 | ST331;FTK Mart (FTK7);MCNA 425 | ST40;FTK Mart (FTK8);MCNA 426 | ST409;FTK Mart (FTK9);MCNA 427 | ST548;FTK Mart (FTK10);MCNA 428 | ST60;FTK Mart (FTK11);MCNA 429 | ST700;FTK Mart (FTK12);MCNA 430 | ST712;FTK Mart (FTK13);MCNA 431 | ST724;FTK Mart (FTK14);MCNA 432 | ST772;FTK Mart (FTK15);MCNA 433 | ST859;FTK Mart (FTK16);MCNA 434 | ST86;FTK Mart (FTK17);MCNA 435 | ST867;FTK Mart (FTK18);MCNA 436 | ST967;Future World (FW1);M3OZ 437 | ST532;Future World (FW2);M3OZ 438 | ST554;Future World (FW3);M3OZ 439 | ST563;Future World (FW4);M3OZ 440 | ST615;Future World (FW5);M3OZ 441 | ST635;Future World (FW6);M3OZ 442 | ST863;Future World (FW7);M3OZ 443 | ST938;Future World (FW8);M3OZ 444 | ST483;G.S.K. (GSK1);MSBR 445 | ST485;G.S.K. (GSK2);MSBR 446 | ST488;G.S.K. (GSK3);MSBR 447 | ST489;G.S.K. (GSK4);MSBR 448 | ST494;G.S.K. (GSK5);MSBR 449 | ST496;G.S.K. (GSK6);MSBR 450 | ST547;G.S.K. (GSK7);MSBR 451 | ST556;G.S.K. (GSK8);MSBR 452 | ST558;G.S.K. (GSK9);MSBR 453 | ST569;G.S.K. (GSK10);MSBR 454 | ST690;G.S.K. (GSK11);MSBR 455 | ST953;G.S.K. (GSK12);MSBR 456 | ST217;German Imports (GI1);MHQ2 457 | ST257;German Imports (GI2);MHQ2 458 | ST258;German Imports (GI3);MHQ2 459 | ST259;German Imports (GI4);MHQ2 460 | ST263;German Imports (GI5);MHQ2 461 | ST265;German Imports (GI6);MHQ2 462 | ST266;German Imports (GI7);MHQ2 463 | ST268;German Imports (GI8);MHQ2 464 | ST269;German Imports (GI9);MHQ2 465 | ST957;German Imports (GI10);MHQ2 466 | ST1003;Gerrit's Place (GP1);MFQ1 467 | ST213;Gerrit's Place (GP2);MFQ1 468 | ST222;Gerrit's Place (GP3);MFQ1 469 | ST527;Gerrit's Place (GP4);MFQ1 470 | ST551;Gerrit's Place (GP5);MFQ1 471 | ST657;Gerrit's Place (GP6);MFQ1 472 | ST819;Gerrit's Place (GP7);MFQ1 473 | ST119;Go Go Jo (GGJ1);M7HT 474 | ST187;Go Go Jo (GGJ2);M7HT 475 | ST227;Go Go Jo (GGJ3);M7HT 476 | ST256;Go Go Jo (GGJ4);M7HT 477 | ST396;Go Go Jo (GGJ5);M7HT 478 | ST440;Go Go Jo (GGJ6);M7HT 479 | ST574;Go Go Jo (GGJ7);M7HT 480 | ST733;Go Go Jo (GGJ8);M7HT 481 | ST994;Good Foods (GF1);M2HI 482 | ST153;Good Foods (GF2);M2HI 483 | ST241;Good Foods (GF3);M2HI 484 | ST250;Good Foods (GF4);M2HI 485 | ST276;Good Foods (GF5);M2HI 486 | ST281;Good Foods (GF6);M2HI 487 | ST288;Good Foods (GF7);M2HI 488 | ST293;Good Foods (GF8);M2HI 489 | ST311;Good Foods (GF9);M2HI 490 | ST313;Good Foods (GF10);M2HI 491 | ST348;Good Foods (GF11);M2HI 492 | ST363;Good Foods (GF12);M2HI 493 | ST368;Good Foods (GF13);M2HI 494 | ST413;Good Foods (GF14);M2HI 495 | ST428;Good Foods (GF15);M2HI 496 | ST430;Good Foods (GF16);M2HI 497 | ST438;Good Foods (GF17);M2HI 498 | ST453;Good Foods (GF18);M2HI 499 | ST479;Good Foods (GF19);M2HI 500 | ST491;Good Foods (GF20);M2HI 501 | ST501;Good Foods (GF21);M2HI 502 | ST1075;Good Mondays (GM1);MONL 503 | ST387;Good Mondays (GM2);MONL 504 | ST721;Hollywood Store (HS1);MLOA 505 | ST722;Hollywood Store (HS2);MLOA 506 | ST731;Hollywood Store (HS3);MLOA 507 | ST738;Hollywood Store (HS4);MLOA 508 | ST740;Hollywood Store (HS5);MLOA 509 | ST751;Hollywood Store (HS6);MLOA 510 | ST762;Hollywood Store (HS7);MLOA 511 | ST763;Hollywood Store (HS8);MLOA 512 | ST770;Hollywood Store (HS9);MLOA 513 | ST773;Hollywood Store (HS10);MLOA 514 | ST782;Hollywood Store (HS11);MLOA 515 | ST783;Hollywood Store (HS12);MLOA 516 | ST831;Hollywood Store (HS13);MLOA 517 | ST906;Hollywood Store (HS14);MLOA 518 | ST908;Hollywood Store (HS15);MLOA 519 | ST913;Hollywood Store (HS16);MLOA 520 | ST942;Hollywood Store (HS17);MLOA 521 | ST943;Hollywood Store (HS18);MLOA 522 | ST950;Hollywood Store (HS19);MLOA 523 | ST98;iChannel (iCH1);MJK2 524 | ST1015;iChannel (iCH2);MJK2 525 | ST1032;iChannel (iCH3);MJK2 526 | ST1034;iChannel (iCH4);MJK2 527 | ST1039;iChannel (iCH5);MJK2 528 | ST1043;iChannel (iCH6);MJK2 529 | ST1053;iChannel (iCH7);MJK2 530 | ST1055;iChannel (iCH8);MJK2 531 | ST1081;iChannel (iCH9);MJK2 532 | ST1084;iChannel (iCH10);MJK2 533 | ST1086;iChannel (iCH11);MJK2 534 | ST1087;iChannel (iCH12);MJK2 535 | ST1098;iChannel (iCH13);MJK2 536 | ST120;iChannel (iCH14);MJK2 537 | ST156;iChannel (iCH15);MJK2 538 | ST219;iChannel (iCH16);MJK2 539 | ST24;iChannel (iCH17);MJK2 540 | ST44;iChannel (iCH18);MJK2 541 | ST580;iChannel (iCH19);MJK2 542 | ST595;iChannel (iCH20);MJK2 543 | ST613;iChannel (iCH21);MJK2 544 | ST625;iChannel (iCH22);MJK2 545 | ST698;iChannel (iCH23);MJK2 546 | ST715;iChannel (iCH24);MJK2 547 | ST787;iChannel (iCH25);MJK2 548 | ST807;iChannel (iCH26);MJK2 549 | ST937;iChannel (iCH27);MJK2 550 | ST699;Jan's Desk (JD1);MITG 551 | ST948;Jan's Desk (JD2);MITG 552 | ST1030;JCons (JC1);MTYM 553 | ST1042;JCons (JC2);MTYM 554 | ST1073;JCons (JC3);MTYM 555 | ST212;JCons (JC4);MTYM 556 | ST37;JCons (JC5);MTYM 557 | ST425;JCons (JC6);MTYM 558 | ST451;JCons (JC7);MTYM 559 | ST512;JCons (JC8);MTYM 560 | ST516;JCons (JC9);MTYM 561 | ST593;JCons (JC10);MTYM 562 | ST688;JCons (JC11);MTYM 563 | ST833;JCons (JC12);MTYM 564 | ST882;JCons (JC13);MTYM 565 | ST925;Jungle Trek (JT1);MPVW 566 | ST474;Jungle Trek (JT2);MPVW 567 | ST486;Jungle Trek (JT3);MPVW 568 | ST517;Jungle Trek (JT4);MPVW 569 | ST576;Jungle Trek (JT5);MPVW 570 | ST899;Jungle Trek (JT6);MPVW 571 | ST9;Jungle Trek (JT7);MPVW 572 | ST1097;Kapoor Savings (KS1);M9OW 573 | ST145;Kapoor Savings (KS2);M9OW 574 | ST23;Kapoor Savings (KS3);M9OW 575 | ST594;Kapoor Savings (KS4);M9OW 576 | ST642;Kapoor Savings (KS5);M9OW 577 | ST1105;Katie Collections (KC1);MD0P 578 | ST176;Katie Collections (KC2);MD0P 579 | ST194;Katie Collections (KC3);MD0P 580 | ST210;Katie Collections (KC4);MD0P 581 | ST242;Katie Collections (KC5);MD0P 582 | ST261;Kelson Emporium (KE1);MXC3 583 | ST270;Kelson Emporium (KE2);MXC3 584 | ST390;Kelson Emporium (KE3);MXC3 585 | ST395;Kelson Emporium (KE4);MXC3 586 | ST420;Kelson Emporium (KE5);MXC3 587 | ST433;Kelson Emporium (KE6);MXC3 588 | ST444;Kelson Emporium (KE7);MXC3 589 | ST449;Kelson Emporium (KE8);MXC3 590 | ST126;Kelson Emporium (KE9);MXC3 591 | ST992;Killam Mart (KM1);MIRY 592 | ST1026;Killam Mart (KM2);MIRY 593 | ST1027;Killam Mart (KM3);MIRY 594 | ST143;Killam Mart (KM4);MIRY 595 | ST192;Killam Mart (KM5);MIRY 596 | ST195;Killam Mart (KM6);MIRY 597 | ST204;Killam Mart (KM7);MIRY 598 | ST215;Killam Mart (KM8);MIRY 599 | ST226;Killam Mart (KM9);MIRY 600 | ST230;Killam Mart (KM10);MIRY 601 | ST247;Killam Mart (KM11);MIRY 602 | ST255;Killam Mart (KM12);MIRY 603 | ST267;Killam Mart (KM13);MIRY 604 | ST32;Killam Mart (KM14);MIRY 605 | ST419;Killam Mart (KM15);MIRY 606 | ST455;Killam Mart (KM16);MIRY 607 | ST318;Laura J's (LJ1);MGX7 608 | ST321;Laura J's (LJ2);MGX7 609 | ST322;Laura J's (LJ3);MGX7 610 | ST323;Laura J's (LJ4);MGX7 611 | ST332;Laura J's (LJ5);MGX7 612 | ST333;Laura J's (LJ6);MGX7 613 | ST887;Laura J's (LJ7);MGX7 614 | ST100;Laurens (L1);MQW2 615 | ST27;Laurens (L2);MQW2 616 | ST84;Laurens (L3);MQW2 617 | ST949;Laurens (L4);MQW2 618 | ST959;Marukai (M1);M30O 619 | ST1085;Mason's (Ma1);M2PT 620 | ST211;Mason's (Ma2);M2PT 621 | ST243;Mason's (Ma3);M2PT 622 | ST492;Mason's (Ma4);M2PT 623 | ST565;Mason's (Ma5);M2PT 624 | ST324;Maverick Productions (MP1);MPWS 625 | ST325;Maverick Productions (MP2);MPWS 626 | ST326;Maverick Productions (MP3);MPWS 627 | ST327;Maverick Productions (MP4);MPWS 628 | ST328;Maverick Productions (MP5);MPWS 629 | ST329;Maverick Productions (MP6);MPWS 630 | ST330;Maverick Productions (MP7);MPWS 631 | ST964;Maverick Productions (MP8);MPWS 632 | ST1021;Miller Center (MC1);M88T 633 | ST1051;Miller Center (MC2);M88T 634 | ST63;Miller Center (MC3);M88T 635 | ST935;Miller Center (MC4);M88T 636 | ST973;Mills Vernon (MV1);MWIS 637 | ST26;Monkey Treehouse (MT1);MYH7 638 | ST284;Monkey Treehouse (MT2);MYH7 639 | ST345;Monkey Treehouse (MT3);MYH7 640 | ST36;Monkey Treehouse (MT4);MYH7 641 | ST481;Monkey Treehouse (MT5);MYH7 642 | ST484;Monkey Treehouse (MT6);MYH7 643 | ST49;Monkey Treehouse (MT7);MYH7 644 | ST497;Monkey Treehouse (MT8);MYH7 645 | ST520;Monkey Treehouse (MT9);MYH7 646 | ST537;Monkey Treehouse (MT10);MYH7 647 | ST564;Monkey Treehouse (MT11);MYH7 648 | ST97;Mosers (Mo1);MYFF 649 | ST1017;Mosers (Mo2);MYFF 650 | ST1019;Mosers (Mo3);MYFF 651 | ST599;Mosers (Mo4);MYFF 652 | ST619;Mosers (Mo5);MYFF 653 | ST691;Mosers (Mo6);MYFF 654 | ST881;Mosers (Mo7);MYFF 655 | ST969;My Credit Coach (MCC1);MI9WS 656 | ST1028;N.W. Markets (NWM1);M55T 657 | ST232;N.W. Markets (NWM2);M55T 658 | ST362;N.W. Markets (NWM3);M55T 659 | ST417;N.W. Markets (NWM4);M55T 660 | ST66;Natural Health (NH1);MW9T 661 | ST74;Natural Health (NH2);MW9T 662 | ST83;Natural Health (NH3);MW9T 663 | ST939;Natural Health (NH4);MW9T 664 | ST603;North Stop (NS1);MY59 665 | ST636;North Stop (NS2);MY59 666 | ST638;North Stop (NS3);MY59 667 | ST641;North Stop (NS4);MY59 668 | ST651;North Stop (NS5);MY59 669 | ST652;North Stop (NS6);MY59 670 | ST655;North Stop (NS7);MY59 671 | ST686;North Stop (NS8);MY59 672 | ST689;North Stop (NS9);MY59 673 | ST692;North Stop (NS10);MY59 674 | ST874;North Stop (NS11);MY59 675 | ST1012;Obry Expo (OE1);MU07 676 | ST1061;Obry Expo (OE2);MU07 677 | ST1083;Obry Expo (OE3);MU07 678 | ST11;Obry Expo (OE4);MU07 679 | ST1108;Obry Expo (OE5);MU07 680 | ST181;Obry Expo (OE6);MU07 681 | ST199;Obry Expo (OE7);MU07 682 | ST28;Obry Expo (OE8);MU07 683 | ST29;Obry Expo (OE9);MU07 684 | ST623;Obry Expo (OE10);MU07 685 | ST647;Obry Expo (OE11);MU07 686 | ST67;Obry Expo (OE12);MU07 687 | ST729;Obry Expo (OE13);MU07 688 | ST744;Obry Expo (OE14);MU07 689 | ST80;Obry Expo (OE15);MU07 690 | ST856;Obry Expo (OE16);MU07 691 | ST89;Obry Expo (OE17);MU07 692 | ST940;Obry Expo (OE18);MU07 693 | ST952;Orca Pro (OP1);MXZU 694 | ST252;Orca Pro (OP2);MXZU 695 | ST35;Orca Pro (OP3);MXZU 696 | ST4;Orca Pro (OP4);MXZU 697 | ST47;Orca Pro (OP5);MXZU 698 | ST487;Orca Pro (OP6);MXZU 699 | ST54;Orca Pro (OP7);MXZU 700 | ST6;Orca Pro (OP8);MXZU 701 | ST605;Orca Pro (OP9);MXZU 702 | ST711;Orca Pro (OP10);MXZU 703 | ST716;Orca Pro (OP11);MXZU 704 | ST720;Orca Pro (OP12);MXZU 705 | ST73;Orca Pro (OP13);MXZU 706 | ST745;Orca Pro (OP14);MXZU 707 | ST746;Orca Pro (OP15);MXZU 708 | ST784;Owens (Ow1);MUQB 709 | ST79;Owens (Ow2);MUQB 710 | ST791;Owens (Ow3);MUQB 711 | ST796;Owens (Ow4);MUQB 712 | ST800;Owens (Ow5);MUQB 713 | ST801;Owens (Ow6);MUQB 714 | ST820;Owens (Ow7);MUQB 715 | ST968;Owens (Ow8);MUQB 716 | ST984;PA Express (Pa1);M6GN 717 | ST995;PA Express (Pa2);M6GN 718 | ST101;PA Express (Pa3);M6GN 719 | ST1025;PA Express (Pa4);M6GN 720 | ST103;PA Express (Pa5);M6GN 721 | ST1048;Palmtree Zone (PZ1);M1L8 722 | ST1050;Palmtree Zone (PZ2);M1L8 723 | ST1056;Palmtree Zone (PZ3);M1L8 724 | ST106;Palmtree Zone (PZ4);M1L8 725 | ST201;Palmtree Zone (PZ5);M1L8 726 | ST205;Palmtree Zone (PZ6);M1L8 727 | ST249;Palmtree Zone (PZ7);M1L8 728 | ST765;Palmtree Zone (PZ8);M1L8 729 | ST780;Palmtree Zone (PZ9);M1L8 730 | ST781;Palmtree Zone (PZ10);M1L8 731 | ST821;Palmtree Zone (PZ11);M1L8 732 | ST829;Palmtree Zone (PZ12);M1L8 733 | ST847;Palmtree Zone (PZ13);M1L8 734 | ST879;Palmtree Zone (PZ14);M1L8 735 | ST883;Palmtree Zone (PZ15);M1L8 736 | ST892;Palmtree Zone (PZ16);M1L8 737 | ST91;Palmtree Zone (PZ17);M1L8 738 | ST92;Palmtree Zone (PZ18);M1L8 739 | ST922;Palmtree Zone (PZ19);M1L8 740 | ST94;Palmtree Zone (PZ20);M1L8 741 | ST1009;Petersons (Pe1);METU 742 | ST1101;Petersons (Pe2);METU 743 | ST670;Petersons (Pe3);METU 744 | ST72;Petersons (Pe4);METU 745 | ST75;Petersons (Pe5);METU 746 | ST786;Petersons (Pe6);METU 747 | ST891;Petersons (Pe7);METU 748 | ST147;Planet Nine (PN1);M6UT 749 | ST162;Planet Nine (PN2);M6UT 750 | ST172;Planet Nine (PN3);M6UT 751 | ST21;Planet Nine (PN4);M6UT 752 | ST31;Planet Nine (PN5);M6UT 753 | ST379;Planet Nine (PN6);M6UT 754 | ST53;Planet Nine (PN7);M6UT 755 | ST568;Planet Nine (PN8);M6UT 756 | ST589;Planet Nine (PN9);M6UT 757 | ST590;Planet Nine (PN10);M6UT 758 | ST757;Planet Nine (PN11);M6UT 759 | ST8;Planet Nine (PN12);M6UT 760 | ST811;Planet Nine (PN13);M6UT 761 | ST665;Queen Crab Fish Market (QCFM1);MAUG 762 | ST668;Queen Crab Fish Market (QCFM2);MAUG 763 | ST68;Queen Crab Fish Market (QCFM3);MAUG 764 | ST683;Queen Crab Fish Market (QCFM4);MAUG 765 | ST685;Queen Crab Fish Market (QCFM5);MAUG 766 | ST693;Queen Crab Fish Market (QCFM6);MAUG 767 | ST708;Queen Crab Fish Market (QCFM7);MAUG 768 | ST709;Queen Crab Fish Market (QCFM8);MAUG 769 | ST986;Queen Crab Fish Market (QCFM9);MAUG 770 | ST814;Red Lotus (RL1);MFZ1 771 | ST836;Red Lotus (RL2);MFZ1 772 | ST924;Roadrunner Sales (RS1);M0XX 773 | ST988;Roadrunner Sales (RS2);M0XX 774 | ST997;Roadrunner Sales (RS3);M0XX 775 | ST1052;Roadrunner Sales (RS4);M0XX 776 | ST160;Roadrunner Sales (RS5);M0XX 777 | ST245;Robin Hood Drugs (RHD1);MKA3 778 | ST253;Robin Hood Drugs (RHD2);MKA3 779 | ST292;Robin Hood Drugs (RHD3);MKA3 780 | ST388;Robin Hood Drugs (RHD4);MKA3 781 | ST389;Robin Hood Drugs (RHD5);MKA3 782 | ST422;Robin Hood Drugs (RHD6);MKA3 783 | ST426;Robin Hood Drugs (RHD7);MKA3 784 | ST434;Robin Hood Drugs (RHD8);MKA3 785 | ST436;Robin Hood Drugs (RHD9);MKA3 786 | ST493;Robin Hood Drugs (RHD10);MKA3 787 | ST504;Robin Hood Drugs (RHD11);MKA3 788 | ST525;Robin Hood Drugs (RHD12);MKA3 789 | ST531;Robin Hood Drugs (RHD13);MKA3 790 | ST540;Robin Hood Drugs (RHD14);MKA3 791 | ST706;Robin Hood Drugs (RHD15);MKA3 792 | ST827;Robin Hood Drugs (RHD16);MKA3 793 | ST838;Robin Hood Drugs (RHD17);MKA3 794 | ST1070;Rohits (ROH1);M3FP 795 | ST1074;Rohits (ROH2);M3FP 796 | ST109;Rohits (ROH3);M3FP 797 | ST123;Rohits (ROH4);M3FP 798 | ST127;Rohits (ROH5);M3FP 799 | ST128;Rohits (ROH6);M3FP 800 | ST129;Rohits (ROH7);M3FP 801 | ST131;Rohits (ROH8);M3FP 802 | ST132;Rohits (ROH9);M3FP 803 | ST133;Rohits (ROH10);M3FP 804 | ST926;Rohits (ROH11);M3FP 805 | ST978;Scooters Zcooters (SZ1);MORM 806 | ST998;Scooters Zcooters (SZ2);MORM 807 | ST1010;Scooters Zcooters (SZ3);MORM 808 | ST19;Scooters Zcooters (SZ4);MORM 809 | ST463;Scooters Zcooters (SZ5);MORM 810 | ST503;Scooters Zcooters (SZ6);MORM 811 | ST732;Scooters Zcooters (SZ7);MORM 812 | ST851;Scooters Zcooters (SZ8);MORM 813 | ST861;Scrath and Save (SV1);MV2K 814 | ST862;Scrath and Save (SV2);MV2K 815 | ST923;Scrath and Save (SV3);MV2K 816 | ST963;Sebastians (SEB1);M77F 817 | ST660;Sebastians (SEB2);M77F 818 | ST749;Sebastians (SEB3);M77F 819 | ST753;Sebastians (SEB4);M77F 820 | ST758;Sebastians (SEB5);M77F 821 | ST760;Sebastians (SEB6);M77F 822 | ST834;Sebastians (SEB7);M77F 823 | ST1029;ShopHere (SH1);M2WD 824 | ST146;ShopHere (SH2);M2WD 825 | ST152;ShopHere (SH3);M2WD 826 | ST911;ShopHere (SH4);M2WD 827 | ST1080;Simone Hall (SHALL1);MA3P 828 | ST1099;Simone Hall (SHALL2);MA3P 829 | ST1104;Simone Hall (SHALL3);MA3P 830 | ST169;Simone Hall (SHALL4);MA3P 831 | ST175;Simone Hall (SHALL5);MA3P 832 | ST182;Simone Hall (SHALL6);MA3P 833 | ST186;Simone Hall (SHALL7);MA3P 834 | ST196;Simone Hall (SHALL8);MA3P 835 | ST198;Simone Hall (SHALL9);MA3P 836 | ST975;Simone Hall (SHALL10);MA3P 837 | ST1033;Somya's (SOM1);MLGX 838 | ST104;Somya's (SOM2);MLGX 839 | ST1079;Somya's (SOM3);MLGX 840 | ST1093;Somya's (SOM4);MLGX 841 | ST46;Somya's (SOM5);MLGX 842 | ST756;Somya's (SOM6);MLGX 843 | ST766;Somya's (SOM7);MLGX 844 | ST771;Somya's (SOM8);MLGX 845 | ST778;Somya's (SOM9);MLGX 846 | ST792;Somya's (SOM10);MLGX 847 | ST828;Somya's (SOM11);MLGX 848 | ST916;Somya's (SOM12);MLGX 849 | ST917;Somya's (SOM13);MLGX 850 | ST919;Somya's (SOM14);MLGX 851 | ST920;Somya's (SOM15);MLGX 852 | ST921;Somya's (SOM16);MLGX 853 | ST251;South Pole (SP1);MUZB 854 | ST592;South Pole (SP2);MUZB 855 | ST667;South Pole (SP3);MUZB 856 | ST761;South Pole (SP4);MUZB 857 | ST110;Stark and Pepper (STARK1);M0QH 858 | ST111;Stark and Pepper (STARK2);M0QH 859 | ST118;Stark and Pepper (STARK3);M0QH 860 | ST17;Stark and Pepper (STARK4);M0QH 861 | ST69;Stark and Pepper (STARK5);M0QH 862 | ST979;Stark and Pepper (STARK6);M0QH 863 | ST1106;Stark Industries (SI1);MDV6 864 | ST734;Stark Industries (SI2);MDV6 865 | ST933;Steve's Stop (SSTOP1);MPUZ 866 | ST1014;Steve's Stop (SSTOP2);MPUZ 867 | ST1035;Steve's Stop (SSTOP3);MPUZ 868 | ST1045;Steve's Stop (SSTOP4);MPUZ 869 | ST1058;Steve's Stop (SSTOP5);MPUZ 870 | ST1062;Steve's Stop (SSTOP6);MPUZ 871 | ST115;Steve's Stop (SSTOP7);MPUZ 872 | ST117;Steve's Stop (SSTOP8);MPUZ 873 | ST122;Steve's Stop (SSTOP9);MPUZ 874 | ST134;Suns and Moons (SUNS1);MHJL 875 | ST141;Suns and Moons (SUNS2);MHJL 876 | ST142;Suns and Moons (SUNS3);MHJL 877 | ST150;Suns and Moons (SUNS4);MHJL 878 | ST161;Suns and Moons (SUNS5);MHJL 879 | ST173;Suns and Moons (SUNS6);MHJL 880 | ST224;Suns and Moons (SUNS7);MHJL 881 | ST42;Suns and Moons (SUNS8);MHJL 882 | ST43;Suns and Moons (SUNS9);MHJL 883 | ST45;Suns and Moons (SUNS10);MHJL 884 | ST55;Suns and Moons (SUNS11);MHJL 885 | ST577;Suns and Moons (SUNS12);MHJL 886 | ST58;Suns and Moons (SUNS13);MHJL 887 | ST639;Suns and Moons (SUNS14);MHJL 888 | ST653;Suns and Moons (SUNS15);MHJL 889 | ST868;Suns and Moons (SUNS16);MHJL 890 | ST890;Suns and Moons (SUNS17);MHJL 891 | ST904;Suns and Moons (SUNS18);MHJL 892 | ST907;Suns and Moons (SUNS19);MHJL 893 | ST941;Suns and Moons (SUNS20);MHJL 894 | ST95;Suns and Moons (SUNS21);MHJL 895 | ST1020;Superstars Inc. (SUP1);MD8J 896 | ST852;Superstars Inc. (SUP2);MD8J 897 | ST39;Superstars Inc. (SUP3);MD8J 898 | ST391;T.R.N. (TRN1);MA7F 899 | ST415;T.R.N. (TRN2);MA7F 900 | ST424;T.R.N. (TRN3);MA7F 901 | ST447;T.R.N. (TRN4);MA7F 902 | ST458;T.R.N. (TRN5);MA7F 903 | ST461;T.R.N. (TRN6);MA7F 904 | ST475;T.R.N. (TRN7);MA7F 905 | ST48;T.R.N. (TRN8);MA7F 906 | ST951;T.R.N. (TRN9);MA7F 907 | ST965;Tailor's Shop (TS1);MZ9X 908 | ST400;Tailor's Shop (TS2);MZ9X 909 | ST401;Tailor's Shop (TS3);MZ9X 910 | ST403;Tailor's Shop (TS4);MZ9X 911 | ST41;Tailor's Shop (TS5);MZ9X 912 | ST411;Tailor's Shop (TS6);MZ9X 913 | ST982;Taj (TAJ1);MFP4 914 | ST985;Tammers (TAM1);MZ2K 915 | ST991;Tammers (TAM2);MZ2K 916 | ST10;Tammers (TAM3);MZ2K 917 | ST1064;Tammers (TAM4);MZ2K 918 | ST139;Tammers (TAM5);MZ2K 919 | ST591;Tammers (TAM6);MZ2K 920 | ST873;Tammers (TAM7);MZ2K 921 | ST62;Tanenbaums (TAN1);M68A 922 | ST620;Tanenbaums (TAN2);M68A 923 | ST705;Tanenbaums (TAN3);M68A 924 | ST710;Tanenbaums (TAN4);M68A 925 | ST806;Tanenbaums (TAN5);M68A 926 | ST832;Tanenbaums (TAN6);M68A 927 | ST876;Tanenbaums (TAN7);M68A 928 | ST927;Tanenbaums (TAN8);M68A 929 | ST336;Texi-mart (TEXI1);M0OY 930 | ST338;Texi-mart (TEXI2);M0OY 931 | ST340;Texi-mart (TEXI3);M0OY 932 | ST342;Texi-mart (TEXI4);M0OY 933 | ST343;Texi-mart (TEXI5);M0OY 934 | ST344;Texi-mart (TEXI6);M0OY 935 | ST349;Texi-mart (TEXI7);M0OY 936 | ST350;Texi-mart (TEXI8);M0OY 937 | ST875;Texi-mart (TEXI9);M0OY 938 | ST972;Thomas and Friends (TF1);M1LQ 939 | ST809;Thornambys (TH1);M3PL 940 | ST81;Thornambys (TH2);M3PL 941 | ST813;Thornambys (TH3);M3PL 942 | ST824;Thornambys (TH4);M3PL 943 | ST837;Thornambys (TH5);M3PL 944 | ST839;Thornambys (TH6);M3PL 945 | ST846;Thornambys (TH7);M3PL 946 | ST857;Thornambys (TH8);M3PL 947 | ST865;Thornambys (TH9);M3PL 948 | ST866;Thornambys (TH10);M3PL 949 | ST870;Tiger Mart (TIGER1);M7YS 950 | ST889;Tiger Mart (TIGER2);M7YS 951 | ST842;Tiger Mart (TIGER3);M7YS 952 | ST960;Top Sales (TOP1);M1N1 953 | ST191;Tsoft (TSOFT1);MGVE 954 | ST200;Tsoft (TSOFT2);MGVE 955 | ST202;Tsoft (TSOFT3);MGVE 956 | ST218;Tsoft (TSOFT4);MGVE 957 | ST220;Tsoft (TSOFT5);MGVE 958 | ST231;Tsoft (TSOFT6);MGVE 959 | ST888;Tsoft (TSOFT7);MGVE 960 | ST989;Ty Sales (TY1);MCQ3 961 | ST990;Ty Sales (TY2);MCQ3 962 | ST993;Ty Sales (TY3);MCQ3 963 | ST996;Ty Sales (TY4);MCQ3 964 | ST999;Ty Sales (TY5);MCQ3 965 | ST1002;Ty Sales (TY6);MCQ3 966 | ST1006;Ty Sales (TY7);MCQ3 967 | ST1016;Ty Sales (TY8);MCQ3 968 | ST840;Ty Sales (TY9);MCQ3 969 | ST385;Tysla (TYSLA1);MUYE 970 | ST386;Tysla (TYSLA2);MUYE 971 | ST443;Tysla (TYSLA3);MUYE 972 | ST445;Tysla (TYSLA4);MUYE 973 | ST448;Tysla (TYSLA5);MUYE 974 | ST450;Tysla (TYSLA6);MUYE 975 | ST462;Tysla (TYSLA7);MUYE 976 | ST464;Tysla (TYSLA8);MUYE 977 | ST467;Tysla (TYSLA9);MUYE 978 | ST471;Tysla (TYSLA10);MUYE 979 | ST958;Tysla (TYSLA11);MUYE 980 | ST1037;Udo Center (UDO1);MQ08 981 | ST1066;Udo Center (UDO2);MQ08 982 | ST1072;Udo Center (UDO3);MQ08 983 | ST1089;Udo Center (UDO4);MQ08 984 | ST138;Udo Center (UDO5);MQ08 985 | ST164;Udo Center (UDO6);MQ08 986 | ST174;Udo Center (UDO7);MQ08 987 | ST203;Udo Center (UDO8);MQ08 988 | ST239;Udo Center (UDO9);MQ08 989 | ST244;Udo Center (UDO10);MQ08 990 | ST970;Udo Center (UDO11);MQ08 991 | ST1060;Vancity (VAN1);MYV3 992 | ST1065;Vancity (VAN2);MYV3 993 | ST1067;Vancity (VAN3);MYV3 994 | ST1068;Vancity (VAN4);MYV3 995 | ST1076;Vancity (VAN5);MYV3 996 | ST1077;Vancity (VAN6);MYV3 997 | ST1091;Vancity (VAN7);MYV3 998 | ST886;Vancity (VAN8);MYV3 999 | ST977;Wakefields (WA1);MDMD 1000 | ST513;Wakefields (WA2);MDMD 1001 | ST514;Wakefields (WA3);MDMD 1002 | ST515;Wakefields (WA4);MDMD 1003 | ST518;Wakefields (WA5);MDMD 1004 | ST519;Wakefields (WA6);MDMD 1005 | ST52;Wakefields (WA7);MDMD 1006 | ST521;Wakefields (WA8);MDMD 1007 | ST522;Wakefields (WA9);MDMD 1008 | ST550;Wakefields (WA10);MDMD 1009 | ST560;Wakefields (WA11);MDMD 1010 | ST703;Wakefields (WA12);MDMD 1011 | ST704;Wakefields (WA13);MDMD 1012 | ST971;Wanget (WAN1);MDUQ 1013 | ST1078;Wanget (WAN2);MDUQ 1014 | ST137;Wanget (WAN3);MDUQ 1015 | ST278;Wanget (WAN4);MDUQ 1016 | ST279;Wanget (WAN5);MDUQ 1017 | ST148;White Leaf (WL1);M4F8 1018 | ST154;White Leaf (WL2);M4F8 1019 | ST189;White Leaf (WL3);M4F8 1020 | ST234;White Leaf (WL4);M4F8 1021 | ST240;White Leaf (WL5);M4F8 1022 | ST559;White Leaf (WL6);M4F8 1023 | ST584;White Leaf (WL7);M4F8 1024 | ST585;White Leaf (WL8);M4F8 1025 | ST961;White Leaf (WL9);M4F8 1026 | ST1046;World Center (WC1);MUZ9 1027 | ST1063;World Center (WC2);MUZ9 1028 | ST1069;World Center (WC3);MUZ9 1029 | ST1071;World Center (WC4);MUZ9 1030 | ST1102;World Center (WC5);MUZ9 1031 | ST151;World Center (WC6);MUZ9 1032 | ST158;World Center (WC7);MUZ9 1033 | ST167;World Center (WC8);MUZ9 1034 | ST185;World Center (WC9);MUZ9 1035 | ST214;World Center (WC10);MUZ9 1036 | ST216;World Center (WC11);MUZ9 1037 | ST932;World Center (WC12);MUZ9 1038 | ST966;Yew Save (YS1);M4XZ 1039 | ST671;Yew Save (YS2);M4XZ 1040 | ST672;Yew Save (YS3);M4XZ 1041 | ST767;Yew Save (YS4);M4XZ 1042 | ST77;Yew Save (YS5);M4XZ 1043 | ST206;Yummy Foods (YF1);M4M6 1044 | ST207;Yummy Foods (YF2);M4M6 1045 | ST223;Yummy Foods (YF3);M4M6 1046 | ST233;Yummy Foods (YF4);M4M6 1047 | ST238;Yummy Foods (YF5);M4M6 1048 | ST246;Yummy Foods (YF6);M4M6 1049 | ST929;Yummy Foods (YF7);M4M6 1050 | 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