├── PandasAI-Tutorial.ipynb └── supermarket_sales.csv /PandasAI-Tutorial.ipynb: -------------------------------------------------------------------------------- 1 | { 2 | "cells": [ 3 | { 4 | "cell_type": "code", 5 | "execution_count": 4, 6 | "id": "1329e95c", 7 | "metadata": {}, 8 | "outputs": [], 9 | "source": [ 10 | "import pandas as pd\n", 11 | "from pandasai import PandasAI\n", 12 | "from pandasai.llm.openai import OpenAI\n", 13 | "\n", 14 | "df = pd.read_csv(\"supermarket_sales.csv\")\n", 15 | "df = df[['Gender', 'Product line', 'Total']]\n", 16 | "\n", 17 | "OPENAI_API_KEY = \"your-api-key\"\n", 18 | "llm = OpenAI(api_token=OPENAI_API_KEY)\n", 19 | "\n", 20 | "pandas_ai = PandasAI(llm)" 21 | ] 22 | }, 23 | { 24 | "cell_type": "code", 25 | "execution_count": 6, 26 | "id": "366eda98", 27 | "metadata": {}, 28 | "outputs": [ 29 | { 30 | "data": { 31 | "text/plain": [ 32 | "'The Product Line includes Health and beauty, Electronic accessories, Home and lifestyle, Sports and travel, Food and beverages, and Fashion accessories.'" 33 | ] 34 | }, 35 | "execution_count": 6, 36 | "metadata": {}, 37 | "output_type": "execute_result" 38 | } 39 | ], 40 | "source": [ 41 | "pandas_ai.run(df, prompt=\"Which products are in Product Line\")" 42 | ] 43 | }, 44 | { 45 | "cell_type": "code", 46 | "execution_count": 11, 47 | "id": "d38df60f", 48 | "metadata": {}, 49 | "outputs": [ 50 | { 51 | "data": { 52 | "text/plain": [ 53 | "'The total amount spent by females is $167,882.93 and the total amount spent by males is $155,083.82.'" 54 | ] 55 | }, 56 | "execution_count": 11, 57 | "metadata": {}, 58 | "output_type": "execute_result" 59 | } 60 | ], 61 | "source": [ 62 | "pandas_ai.run(df, prompt=\"Calculate the total spent by each gender\")" 63 | ] 64 | }, 65 | { 66 | "cell_type": "code", 67 | "execution_count": 12, 68 | "id": "a472e916", 69 | "metadata": {}, 70 | "outputs": [ 71 | { 72 | "data": { 73 | "image/png": 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", 74 | "text/plain": [ 75 | "
" 76 | ] 77 | }, 78 | "metadata": {}, 79 | "output_type": "display_data" 80 | }, 81 | { 82 | "data": { 83 | "text/plain": [ 84 | "'Can you create a barplot that displays the total amount spent by each gender?'" 85 | ] 86 | }, 87 | "execution_count": 12, 88 | "metadata": {}, 89 | "output_type": "execute_result" 90 | } 91 | ], 92 | "source": [ 93 | "pandas_ai.run(df, prompt=\"Plot a barplot that shows the total spent by each gender\")" 94 | ] 95 | }, 96 | { 97 | "cell_type": "code", 98 | "execution_count": 14, 99 | "id": "7146d6df", 100 | "metadata": {}, 101 | "outputs": [ 102 | { 103 | "data": { 104 | "text/plain": [ 105 | "'The total amount spent on each product line by both males and females is as follows: \\n\\n- Female customers spent the most on food and beverages with a total of $33,170.92, followed by home and lifestyle products with a total of $30,036.88.\\n- Male customers spent the most on health and beauty products with a total of $30,632.75, followed by electronic accessories with a total of $27,235.51. \\n- Both genders spent similar amounts on sports and travel products, with females spending $28,574.72 and males spending $26,548.11. \\n- Fashion accessories were also popular among both genders, with females spending $30,437.40 and males spending $23,868.50.'" 106 | ] 107 | }, 108 | "execution_count": 14, 109 | "metadata": {}, 110 | "output_type": "execute_result" 111 | } 112 | ], 113 | "source": [ 114 | "pandas_ai.run(df, \n", 115 | " prompt=\"Calculate the total spent on each product line by both the male and female gender\")" 116 | ] 117 | }, 118 | { 119 | "cell_type": "code", 120 | "execution_count": 16, 121 | "id": "d01e274e", 122 | "metadata": {}, 123 | "outputs": [ 124 | { 125 | "data": { 126 | "text/html": [ 127 | "
\n", 128 | "\n", 141 | "\n", 142 | " \n", 143 | " \n", 144 | " \n", 145 | " \n", 146 | " \n", 147 | " \n", 148 | " \n", 149 | " \n", 150 | " \n", 151 | " \n", 152 | " \n", 153 | " \n", 154 | " \n", 155 | " \n", 156 | " \n", 157 | " \n", 158 | " \n", 159 | " \n", 160 | " \n", 161 | " \n", 162 | " \n", 163 | " \n", 164 | " \n", 165 | " \n", 166 | " \n", 167 | " \n", 168 | " \n", 169 | " \n", 170 | " \n", 171 | " \n", 172 | " \n", 173 | " \n", 174 | " \n", 175 | " \n", 176 | " \n", 177 | " \n", 178 | " \n", 179 | " \n", 180 | " \n", 181 | " \n", 182 | "
Product lineElectronic accessoriesFashion accessoriesFood and beveragesHealth and beautyHome and lifestyleSports and travel
Gender
Female27102.030437.033171.018561.030037.028575.0
Male27236.023868.022974.030633.023825.026548.0
\n", 183 | "
" 184 | ], 185 | "text/plain": [ 186 | "Product line Electronic accessories Fashion accessories Food and beverages \n", 187 | "Gender \n", 188 | "Female 27102.0 30437.0 33171.0 \\\n", 189 | "Male 27236.0 23868.0 22974.0 \n", 190 | "\n", 191 | "Product line Health and beauty Home and lifestyle Sports and travel \n", 192 | "Gender \n", 193 | "Female 18561.0 30037.0 28575.0 \n", 194 | "Male 30633.0 23825.0 26548.0 " 195 | ] 196 | }, 197 | "execution_count": 16, 198 | "metadata": {}, 199 | "output_type": "execute_result" 200 | } 201 | ], 202 | "source": [ 203 | "pivot_table = df.pivot_table(index='Gender',\n", 204 | " columns='Product line',\n", 205 | " values='Total',\n", 206 | " aggfunc='sum').round(0)\n", 207 | "\n", 208 | "pivot_table" 209 | ] 210 | }, 211 | { 212 | "cell_type": "code", 213 | "execution_count": 17, 214 | "id": "d9865fbf", 215 | "metadata": {}, 216 | "outputs": [ 217 | { 218 | "data": { 219 | "image/png": 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", 220 | "text/plain": [ 221 | "
" 222 | ] 223 | }, 224 | "metadata": {}, 225 | "output_type": "display_data" 226 | }, 227 | { 228 | "data": { 229 | "text/plain": [ 230 | "\"I'm sorry, but as an AI language model, I cannot generate a barplot. However, I can provide you with the code or steps to create one. Can you please specify which programming language or software you would like to use?\"" 231 | ] 232 | }, 233 | "execution_count": 17, 234 | "metadata": {}, 235 | "output_type": "execute_result" 236 | } 237 | ], 238 | "source": [ 239 | "pandas_ai.run(pivot_table, prompt=\"Make a barplot that shows how much money each gender spends on each product line\")" 240 | ] 241 | } 242 | ], 243 | "metadata": { 244 | "kernelspec": { 245 | "display_name": "Python 3 (ipykernel)", 246 | "language": "python", 247 | "name": "python3" 248 | }, 249 | "language_info": { 250 | "codemirror_mode": { 251 | "name": "ipython", 252 | "version": 3 253 | }, 254 | "file_extension": ".py", 255 | "mimetype": "text/x-python", 256 | "name": "python", 257 | "nbconvert_exporter": "python", 258 | "pygments_lexer": "ipython3", 259 | "version": "3.10.4" 260 | }, 261 | "toc": { 262 | "base_numbering": 1, 263 | "nav_menu": {}, 264 | "number_sections": true, 265 | "sideBar": true, 266 | "skip_h1_title": false, 267 | "title_cell": "Table of Contents", 268 | "title_sidebar": "Contents", 269 | "toc_cell": false, 270 | "toc_position": {}, 271 | "toc_section_display": true, 272 | "toc_window_display": false 273 | } 274 | }, 275 | "nbformat": 4, 276 | "nbformat_minor": 5 277 | } 278 | -------------------------------------------------------------------------------- /supermarket_sales.csv: -------------------------------------------------------------------------------- 1 | Invoice ID,Branch,City,Customer type,Gender,Product line,Unit price,Quantity,Tax 5%,Total,Date,Time,Payment,cogs,gross margin percentage,gross income,Rating 2 | 750-67-8428,A,Yangon,Member,Female,Health and beauty,74.69,7,26.1415,548.9715,1/5/2019,13:08,Ewallet,522.83,4.761904762,26.1415,9.1 3 | 226-31-3081,C,Naypyitaw,Normal,Female,Electronic accessories,15.28,5,3.82,80.22,3/8/2019,10:29,Cash,76.4,4.761904762,3.82,9.6 4 | 631-41-3108,A,Yangon,Normal,Male,Home and lifestyle,46.33,7,16.2155,340.5255,3/3/2019,13:23,Credit card,324.31,4.761904762,16.2155,7.4 5 | 123-19-1176,A,Yangon,Member,Male,Health and beauty,58.22,8,23.288,489.048,1/27/2019,20:33,Ewallet,465.76,4.761904762,23.288,8.4 6 | 373-73-7910,A,Yangon,Normal,Male,Sports and travel,86.31,7,30.2085,634.3785,2/8/2019,10:37,Ewallet,604.17,4.761904762,30.2085,5.3 7 | 699-14-3026,C,Naypyitaw,Normal,Male,Electronic accessories,85.39,7,29.8865,627.6165,3/25/2019,18:30,Ewallet,597.73,4.761904762,29.8865,4.1 8 | 355-53-5943,A,Yangon,Member,Female,Electronic accessories,68.84,6,20.652,433.692,2/25/2019,14:36,Ewallet,413.04,4.761904762,20.652,5.8 9 | 315-22-5665,C,Naypyitaw,Normal,Female,Home and lifestyle,73.56,10,36.78,772.38,2/24/2019,11:38,Ewallet,735.6,4.761904762,36.78,8 10 | 665-32-9167,A,Yangon,Member,Female,Health and beauty,36.26,2,3.626,76.146,1/10/2019,17:15,Credit card,72.52,4.761904762,3.626,7.2 11 | 692-92-5582,B,Mandalay,Member,Female,Food and beverages,54.84,3,8.226,172.746,2/20/2019,13:27,Credit card,164.52,4.761904762,8.226,5.9 12 | 351-62-0822,B,Mandalay,Member,Female,Fashion accessories,14.48,4,2.896,60.816,2/6/2019,18:07,Ewallet,57.92,4.761904762,2.896,4.5 13 | 529-56-3974,B,Mandalay,Member,Male,Electronic accessories,25.51,4,5.102,107.142,3/9/2019,17:03,Cash,102.04,4.761904762,5.102,6.8 14 | 365-64-0515,A,Yangon,Normal,Female,Electronic accessories,46.95,5,11.7375,246.4875,2/12/2019,10:25,Ewallet,234.75,4.761904762,11.7375,7.1 15 | 252-56-2699,A,Yangon,Normal,Male,Food and beverages,43.19,10,21.595,453.495,2/7/2019,16:48,Ewallet,431.9,4.761904762,21.595,8.2 16 | 829-34-3910,A,Yangon,Normal,Female,Health and beauty,71.38,10,35.69,749.49,3/29/2019,19:21,Cash,713.8,4.761904762,35.69,5.7 17 | 299-46-1805,B,Mandalay,Member,Female,Sports and travel,93.72,6,28.116,590.436,1/15/2019,16:19,Cash,562.32,4.761904762,28.116,4.5 18 | 656-95-9349,A,Yangon,Member,Female,Health and beauty,68.93,7,24.1255,506.6355,3/11/2019,11:03,Credit card,482.51,4.761904762,24.1255,4.6 19 | 765-26-6951,A,Yangon,Normal,Male,Sports and travel,72.61,6,21.783,457.443,1/1/2019,10:39,Credit card,435.66,4.761904762,21.783,6.9 20 | 329-62-1586,A,Yangon,Normal,Male,Food and beverages,54.67,3,8.2005,172.2105,1/21/2019,18:00,Credit card,164.01,4.761904762,8.2005,8.6 21 | 319-50-3348,B,Mandalay,Normal,Female,Home and lifestyle,40.3,2,4.03,84.63,3/11/2019,15:30,Ewallet,80.6,4.761904762,4.03,4.4 22 | 300-71-4605,C,Naypyitaw,Member,Male,Electronic accessories,86.04,5,21.51,451.71,2/25/2019,11:24,Ewallet,430.2,4.761904762,21.51,4.8 23 | 371-85-5789,B,Mandalay,Normal,Male,Health and beauty,87.98,3,13.197,277.137,3/5/2019,10:40,Ewallet,263.94,4.761904762,13.197,5.1 24 | 273-16-6619,B,Mandalay,Normal,Male,Home and lifestyle,33.2,2,3.32,69.72,3/15/2019,12:20,Credit card,66.4,4.761904762,3.32,4.4 25 | 636-48-8204,A,Yangon,Normal,Male,Electronic accessories,34.56,5,8.64,181.44,2/17/2019,11:15,Ewallet,172.8,4.761904762,8.64,9.9 26 | 549-59-1358,A,Yangon,Member,Male,Sports and travel,88.63,3,13.2945,279.1845,3/2/2019,17:36,Ewallet,265.89,4.761904762,13.2945,6 27 | 227-03-5010,A,Yangon,Member,Female,Home and lifestyle,52.59,8,21.036,441.756,3/22/2019,19:20,Credit card,420.72,4.761904762,21.036,8.5 28 | 649-29-6775,B,Mandalay,Normal,Male,Fashion accessories,33.52,1,1.676,35.196,2/8/2019,15:31,Cash,33.52,4.761904762,1.676,6.7 29 | 189-17-4241,A,Yangon,Normal,Female,Fashion accessories,87.67,2,8.767,184.107,3/10/2019,12:17,Credit card,175.34,4.761904762,8.767,7.7 30 | 145-94-9061,B,Mandalay,Normal,Female,Food and beverages,88.36,5,22.09,463.89,1/25/2019,19:48,Cash,441.8,4.761904762,22.09,9.6 31 | 848-62-7243,A,Yangon,Normal,Male,Health and beauty,24.89,9,11.2005,235.2105,3/15/2019,15:36,Cash,224.01,4.761904762,11.2005,7.4 32 | 871-79-8483,B,Mandalay,Normal,Male,Fashion accessories,94.13,5,23.5325,494.1825,2/25/2019,19:39,Credit card,470.65,4.761904762,23.5325,4.8 33 | 149-71-6266,B,Mandalay,Member,Male,Sports and travel,78.07,9,35.1315,737.7615,1/28/2019,12:43,Cash,702.63,4.761904762,35.1315,4.5 34 | 640-49-2076,B,Mandalay,Normal,Male,Sports and travel,83.78,8,33.512,703.752,1/10/2019,14:49,Cash,670.24,4.761904762,33.512,5.1 35 | 595-11-5460,A,Yangon,Normal,Male,Health and beauty,96.58,2,9.658,202.818,3/15/2019,10:12,Credit card,193.16,4.761904762,9.658,5.1 36 | 183-56-6882,C,Naypyitaw,Member,Female,Food and beverages,99.42,4,19.884,417.564,2/6/2019,10:42,Ewallet,397.68,4.761904762,19.884,7.5 37 | 232-16-2483,C,Naypyitaw,Member,Female,Sports and travel,68.12,1,3.406,71.526,1/7/2019,12:28,Ewallet,68.12,4.761904762,3.406,6.8 38 | 129-29-8530,A,Yangon,Member,Male,Sports and travel,62.62,5,15.655,328.755,3/10/2019,19:15,Ewallet,313.1,4.761904762,15.655,7 39 | 272-65-1806,A,Yangon,Normal,Female,Electronic accessories,60.88,9,27.396,575.316,1/15/2019,17:17,Ewallet,547.92,4.761904762,27.396,4.7 40 | 333-73-7901,C,Naypyitaw,Normal,Female,Health and beauty,54.92,8,21.968,461.328,3/23/2019,13:24,Ewallet,439.36,4.761904762,21.968,7.6 41 | 777-82-7220,B,Mandalay,Member,Male,Home and lifestyle,30.12,8,12.048,253.008,3/3/2019,13:01,Cash,240.96,4.761904762,12.048,7.7 42 | 280-35-5823,B,Mandalay,Member,Female,Home and lifestyle,86.72,1,4.336,91.056,1/17/2019,18:45,Ewallet,86.72,4.761904762,4.336,7.9 43 | 554-53-8700,C,Naypyitaw,Member,Male,Home and lifestyle,56.11,2,5.611,117.831,2/2/2019,10:11,Cash,112.22,4.761904762,5.611,6.3 44 | 354-25-5821,B,Mandalay,Member,Female,Sports and travel,69.12,6,20.736,435.456,2/8/2019,13:03,Cash,414.72,4.761904762,20.736,5.6 45 | 228-96-1411,C,Naypyitaw,Member,Female,Food and beverages,98.7,8,39.48,829.08,3/4/2019,20:39,Cash,789.6,4.761904762,39.48,7.6 46 | 617-15-4209,C,Naypyitaw,Member,Male,Health and beauty,15.37,2,1.537,32.277,3/16/2019,19:47,Cash,30.74,4.761904762,1.537,7.2 47 | 132-32-9879,B,Mandalay,Member,Female,Electronic accessories,93.96,4,18.792,394.632,3/9/2019,18:00,Cash,375.84,4.761904762,18.792,9.5 48 | 370-41-7321,B,Mandalay,Member,Male,Health and beauty,56.69,9,25.5105,535.7205,2/27/2019,17:24,Credit card,510.21,4.761904762,25.5105,8.4 49 | 727-46-3608,B,Mandalay,Member,Female,Food and beverages,20.01,9,9.0045,189.0945,2/6/2019,15:47,Ewallet,180.09,4.761904762,9.0045,4.1 50 | 669-54-1719,B,Mandalay,Member,Male,Electronic accessories,18.93,6,5.679,119.259,2/10/2019,12:45,Credit card,113.58,4.761904762,5.679,8.1 51 | 574-22-5561,C,Naypyitaw,Member,Female,Fashion accessories,82.63,10,41.315,867.615,3/19/2019,17:08,Ewallet,826.3,4.761904762,41.315,7.9 52 | 326-78-5178,C,Naypyitaw,Member,Male,Food and beverages,91.4,7,31.99,671.79,2/3/2019,10:19,Cash,639.8,4.761904762,31.99,9.5 53 | 162-48-8011,A,Yangon,Member,Female,Food and beverages,44.59,5,11.1475,234.0975,2/10/2019,15:10,Cash,222.95,4.761904762,11.1475,8.5 54 | 616-24-2851,B,Mandalay,Member,Female,Fashion accessories,17.87,4,3.574,75.054,3/22/2019,14:42,Ewallet,71.48,4.761904762,3.574,6.5 55 | 778-71-5554,C,Naypyitaw,Member,Male,Fashion accessories,15.43,1,0.7715,16.2015,1/25/2019,15:46,Credit card,15.43,4.761904762,0.7715,6.1 56 | 242-55-6721,B,Mandalay,Normal,Male,Home and lifestyle,16.16,2,1.616,33.936,3/7/2019,11:49,Ewallet,32.32,4.761904762,1.616,6.5 57 | 399-46-5918,C,Naypyitaw,Normal,Female,Electronic accessories,85.98,8,34.392,722.232,2/28/2019,19:01,Cash,687.84,4.761904762,34.392,8.2 58 | 106-35-6779,A,Yangon,Member,Male,Home and lifestyle,44.34,2,4.434,93.114,3/27/2019,11:26,Cash,88.68,4.761904762,4.434,5.8 59 | 635-40-6220,A,Yangon,Normal,Male,Health and beauty,89.6,8,35.84,752.64,2/7/2019,11:28,Ewallet,716.8,4.761904762,35.84,6.6 60 | 817-48-8732,A,Yangon,Member,Female,Home and lifestyle,72.35,10,36.175,759.675,1/20/2019,15:55,Cash,723.5,4.761904762,36.175,5.4 61 | 120-06-4233,C,Naypyitaw,Normal,Male,Electronic accessories,30.61,6,9.183,192.843,3/12/2019,20:36,Cash,183.66,4.761904762,9.183,9.3 62 | 285-68-5083,C,Naypyitaw,Member,Female,Sports and travel,24.74,3,3.711,77.931,2/15/2019,17:47,Credit card,74.22,4.761904762,3.711,10 63 | 803-83-5989,C,Naypyitaw,Normal,Male,Home and lifestyle,55.73,6,16.719,351.099,2/24/2019,10:55,Ewallet,334.38,4.761904762,16.719,7 64 | 347-34-2234,B,Mandalay,Member,Female,Sports and travel,55.07,9,24.7815,520.4115,2/3/2019,13:40,Ewallet,495.63,4.761904762,24.7815,10 65 | 199-75-8169,A,Yangon,Member,Male,Sports and travel,15.81,10,7.905,166.005,3/6/2019,12:27,Credit card,158.1,4.761904762,7.905,8.6 66 | 853-23-2453,B,Mandalay,Member,Male,Health and beauty,75.74,4,15.148,318.108,2/14/2019,14:35,Cash,302.96,4.761904762,15.148,7.6 67 | 877-22-3308,A,Yangon,Member,Male,Health and beauty,15.87,10,7.935,166.635,3/13/2019,16:40,Cash,158.7,4.761904762,7.935,5.8 68 | 838-78-4295,C,Naypyitaw,Normal,Female,Health and beauty,33.47,2,3.347,70.287,2/10/2019,15:43,Ewallet,66.94,4.761904762,3.347,6.7 69 | 109-28-2512,B,Mandalay,Member,Female,Fashion accessories,97.61,6,29.283,614.943,1/7/2019,15:01,Ewallet,585.66,4.761904762,29.283,9.9 70 | 232-11-3025,A,Yangon,Normal,Male,Sports and travel,78.77,10,39.385,827.085,1/24/2019,10:04,Cash,787.7,4.761904762,39.385,6.4 71 | 382-03-4532,A,Yangon,Member,Female,Health and beauty,18.33,1,0.9165,19.2465,2/2/2019,18:50,Cash,18.33,4.761904762,0.9165,4.3 72 | 393-65-2792,C,Naypyitaw,Normal,Male,Food and beverages,89.48,10,44.74,939.54,1/6/2019,12:46,Credit card,894.8,4.761904762,44.74,9.6 73 | 796-12-2025,C,Naypyitaw,Normal,Male,Fashion accessories,62.12,10,31.06,652.26,2/11/2019,16:19,Cash,621.2,4.761904762,31.06,5.9 74 | 510-95-6347,B,Mandalay,Member,Female,Food and beverages,48.52,3,7.278,152.838,3/5/2019,18:17,Ewallet,145.56,4.761904762,7.278,4 75 | 841-35-6630,C,Naypyitaw,Normal,Female,Electronic accessories,75.91,6,22.773,478.233,3/9/2019,18:21,Cash,455.46,4.761904762,22.773,8.7 76 | 287-21-9091,A,Yangon,Normal,Male,Home and lifestyle,74.67,9,33.6015,705.6315,1/22/2019,10:55,Ewallet,672.03,4.761904762,33.6015,9.4 77 | 732-94-0499,C,Naypyitaw,Normal,Female,Electronic accessories,41.65,10,20.825,437.325,1/13/2019,17:04,Credit card,416.5,4.761904762,20.825,5.4 78 | 263-10-3913,C,Naypyitaw,Member,Male,Fashion accessories,49.04,9,22.068,463.428,1/9/2019,14:20,Credit card,441.36,4.761904762,22.068,8.6 79 | 381-20-0914,A,Yangon,Member,Female,Fashion accessories,20.01,9,9.0045,189.0945,1/12/2019,15:48,Credit card,180.09,4.761904762,9.0045,5.7 80 | 829-49-1914,C,Naypyitaw,Member,Female,Food and beverages,78.31,10,39.155,822.255,3/5/2019,16:24,Ewallet,783.1,4.761904762,39.155,6.6 81 | 756-01-7507,C,Naypyitaw,Normal,Female,Health and beauty,20.38,5,5.095,106.995,1/22/2019,18:56,Cash,101.9,4.761904762,5.095,6 82 | 870-72-4431,C,Naypyitaw,Normal,Female,Health and beauty,99.19,6,29.757,624.897,1/21/2019,14:42,Credit card,595.14,4.761904762,29.757,5.5 83 | 847-38-7188,B,Mandalay,Normal,Female,Food and beverages,96.68,3,14.502,304.542,1/26/2019,19:56,Ewallet,290.04,4.761904762,14.502,6.4 84 | 480-63-2856,C,Naypyitaw,Normal,Male,Food and beverages,19.25,8,7.7,161.7,1/23/2019,18:37,Ewallet,154,4.761904762,7.7,6.6 85 | 787-56-0757,C,Naypyitaw,Member,Female,Food and beverages,80.36,4,16.072,337.512,2/23/2019,18:45,Credit card,321.44,4.761904762,16.072,8.3 86 | 360-39-5055,C,Naypyitaw,Member,Male,Sports and travel,48.91,5,12.2275,256.7775,3/9/2019,10:17,Cash,244.55,4.761904762,12.2275,6.6 87 | 730-50-9884,C,Naypyitaw,Normal,Female,Sports and travel,83.06,7,29.071,610.491,3/5/2019,14:31,Ewallet,581.42,4.761904762,29.071,4 88 | 362-58-8315,C,Naypyitaw,Normal,Male,Fashion accessories,76.52,5,19.13,401.73,3/25/2019,10:23,Cash,382.6,4.761904762,19.13,9.9 89 | 633-44-8566,A,Yangon,Member,Male,Food and beverages,49.38,7,17.283,362.943,3/27/2019,20:35,Credit card,345.66,4.761904762,17.283,7.3 90 | 504-35-8843,A,Yangon,Normal,Male,Sports and travel,42.47,1,2.1235,44.5935,1/2/2019,16:57,Cash,42.47,4.761904762,2.1235,5.7 91 | 318-68-5053,B,Mandalay,Normal,Female,Health and beauty,76.99,6,23.097,485.037,2/27/2019,17:55,Cash,461.94,4.761904762,23.097,6.1 92 | 565-80-5980,C,Naypyitaw,Member,Female,Home and lifestyle,47.38,4,9.476,198.996,1/23/2019,10:25,Cash,189.52,4.761904762,9.476,7.1 93 | 225-32-0908,C,Naypyitaw,Normal,Female,Sports and travel,44.86,10,22.43,471.03,1/26/2019,19:54,Ewallet,448.6,4.761904762,22.43,8.2 94 | 873-51-0671,A,Yangon,Member,Female,Sports and travel,21.98,7,7.693,161.553,1/10/2019,16:42,Ewallet,153.86,4.761904762,7.693,5.1 95 | 152-08-9985,B,Mandalay,Member,Male,Health and beauty,64.36,9,28.962,608.202,3/12/2019,12:09,Credit card,579.24,4.761904762,28.962,8.6 96 | 512-91-0811,C,Naypyitaw,Normal,Male,Health and beauty,89.75,1,4.4875,94.2375,2/6/2019,20:05,Credit card,89.75,4.761904762,4.4875,6.6 97 | 594-34-4444,A,Yangon,Normal,Male,Electronic accessories,97.16,1,4.858,102.018,3/8/2019,20:38,Ewallet,97.16,4.761904762,4.858,7.2 98 | 766-85-7061,B,Mandalay,Normal,Male,Health and beauty,87.87,10,43.935,922.635,3/29/2019,10:25,Ewallet,878.7,4.761904762,43.935,5.1 99 | 871-39-9221,C,Naypyitaw,Normal,Female,Electronic accessories,12.45,6,3.735,78.435,2/9/2019,13:11,Cash,74.7,4.761904762,3.735,4.1 100 | 865-92-6136,A,Yangon,Normal,Male,Food and beverages,52.75,3,7.9125,166.1625,3/23/2019,10:16,Ewallet,158.25,4.761904762,7.9125,9.3 101 | 733-01-9107,B,Mandalay,Normal,Male,Home and lifestyle,82.7,6,24.81,521.01,3/5/2019,18:14,Cash,496.2,4.761904762,24.81,7.4 102 | 163-56-7055,C,Naypyitaw,Member,Male,Fashion accessories,48.71,1,2.4355,51.1455,3/26/2019,19:20,Cash,48.71,4.761904762,2.4355,4.1 103 | 189-98-2939,C,Naypyitaw,Normal,Male,Fashion accessories,78.55,9,35.3475,742.2975,3/1/2019,13:22,Cash,706.95,4.761904762,35.3475,7.2 104 | 551-21-3069,C,Naypyitaw,Normal,Female,Electronic accessories,23.07,9,10.3815,218.0115,2/1/2019,11:27,Cash,207.63,4.761904762,10.3815,4.9 105 | 212-62-1842,A,Yangon,Normal,Male,Food and beverages,58.26,6,17.478,367.038,3/28/2019,16:44,Cash,349.56,4.761904762,17.478,9.9 106 | 716-39-1409,B,Mandalay,Normal,Male,Health and beauty,30.35,7,10.6225,223.0725,3/19/2019,18:19,Cash,212.45,4.761904762,10.6225,8 107 | 704-48-3927,A,Yangon,Member,Male,Electronic accessories,88.67,10,44.335,931.035,1/12/2019,14:50,Ewallet,886.7,4.761904762,44.335,7.3 108 | 628-34-3388,C,Naypyitaw,Normal,Male,Fashion accessories,27.38,6,8.214,172.494,1/5/2019,20:54,Credit card,164.28,4.761904762,8.214,7.9 109 | 630-74-5166,A,Yangon,Normal,Male,Sports and travel,62.13,6,18.639,391.419,3/22/2019,20:19,Cash,372.78,4.761904762,18.639,7.4 110 | 588-01-7461,C,Naypyitaw,Normal,Female,Food and beverages,33.98,9,15.291,321.111,3/24/2019,10:43,Cash,305.82,4.761904762,15.291,4.2 111 | 861-77-0145,C,Naypyitaw,Member,Male,Electronic accessories,81.97,10,40.985,860.685,3/3/2019,14:30,Cash,819.7,4.761904762,40.985,9.2 112 | 479-26-8945,B,Mandalay,Member,Female,Sports and travel,16.49,2,1.649,34.629,2/5/2019,11:32,Ewallet,32.98,4.761904762,1.649,4.6 113 | 210-67-5886,C,Naypyitaw,Member,Female,Health and beauty,98.21,3,14.7315,309.3615,2/5/2019,10:41,Credit card,294.63,4.761904762,14.7315,7.8 114 | 227-78-1148,B,Mandalay,Normal,Female,Fashion accessories,72.84,7,25.494,535.374,2/15/2019,12:44,Cash,509.88,4.761904762,25.494,8.4 115 | 645-44-1170,A,Yangon,Member,Male,Home and lifestyle,58.07,9,26.1315,548.7615,1/19/2019,20:07,Ewallet,522.63,4.761904762,26.1315,4.3 116 | 237-01-6122,C,Naypyitaw,Member,Female,Home and lifestyle,80.79,9,36.3555,763.4655,2/1/2019,20:31,Credit card,727.11,4.761904762,36.3555,9.5 117 | 225-98-1496,C,Naypyitaw,Normal,Female,Fashion accessories,27.02,3,4.053,85.113,3/2/2019,13:01,Credit card,81.06,4.761904762,4.053,7.1 118 | 291-32-1427,B,Mandalay,Member,Male,Fashion accessories,21.94,5,5.485,115.185,3/5/2019,12:29,Ewallet,109.7,4.761904762,5.485,5.3 119 | 659-65-8956,B,Mandalay,Member,Male,Fashion accessories,51.36,1,2.568,53.928,1/16/2019,15:26,Ewallet,51.36,4.761904762,2.568,5.2 120 | 642-32-2990,A,Yangon,Normal,Female,Food and beverages,10.96,10,5.48,115.08,2/2/2019,20:48,Ewallet,109.6,4.761904762,5.48,6 121 | 378-24-2715,B,Mandalay,Normal,Male,Home and lifestyle,53.44,2,5.344,112.224,1/20/2019,20:38,Ewallet,106.88,4.761904762,5.344,4.1 122 | 638-60-7125,A,Yangon,Normal,Female,Electronic accessories,99.56,8,39.824,836.304,2/14/2019,17:03,Credit card,796.48,4.761904762,39.824,5.2 123 | 659-36-1684,C,Naypyitaw,Member,Male,Sports and travel,57.12,7,19.992,419.832,1/12/2019,12:02,Credit card,399.84,4.761904762,19.992,6.5 124 | 219-22-9386,B,Mandalay,Member,Male,Sports and travel,99.96,9,44.982,944.622,3/9/2019,17:26,Credit card,899.64,4.761904762,44.982,4.2 125 | 336-78-2147,C,Naypyitaw,Member,Male,Home and lifestyle,63.91,8,25.564,536.844,3/13/2019,19:52,Credit card,511.28,4.761904762,25.564,4.6 126 | 268-27-6179,B,Mandalay,Member,Female,Fashion accessories,56.47,8,22.588,474.348,3/9/2019,14:57,Ewallet,451.76,4.761904762,22.588,7.3 127 | 668-90-8900,A,Yangon,Normal,Female,Home and lifestyle,93.69,7,32.7915,688.6215,3/10/2019,18:44,Credit card,655.83,4.761904762,32.7915,4.5 128 | 870-54-3162,A,Yangon,Normal,Female,Sports and travel,32.25,5,8.0625,169.3125,1/27/2019,13:26,Cash,161.25,4.761904762,8.0625,9 129 | 189-08-9157,C,Naypyitaw,Normal,Female,Fashion accessories,31.73,9,14.2785,299.8485,1/8/2019,16:17,Credit card,285.57,4.761904762,14.2785,5.9 130 | 663-86-9076,C,Naypyitaw,Member,Female,Food and beverages,68.54,8,27.416,575.736,1/8/2019,15:57,Ewallet,548.32,4.761904762,27.416,8.5 131 | 549-84-7482,B,Mandalay,Normal,Female,Sports and travel,90.28,9,40.626,853.146,2/8/2019,11:15,Ewallet,812.52,4.761904762,40.626,7.2 132 | 191-10-6171,B,Mandalay,Normal,Female,Fashion accessories,39.62,7,13.867,291.207,1/25/2019,13:18,Cash,277.34,4.761904762,13.867,7.5 133 | 802-70-5316,A,Yangon,Member,Female,Sports and travel,92.13,6,27.639,580.419,3/6/2019,20:34,Cash,552.78,4.761904762,27.639,8.3 134 | 695-51-0018,B,Mandalay,Normal,Female,Sports and travel,34.84,4,6.968,146.328,2/10/2019,18:36,Cash,139.36,4.761904762,6.968,7.4 135 | 590-83-4591,B,Mandalay,Member,Male,Electronic accessories,87.45,6,26.235,550.935,2/17/2019,14:40,Credit card,524.7,4.761904762,26.235,8.8 136 | 483-71-1164,C,Naypyitaw,Normal,Female,Health and beauty,81.3,6,24.39,512.19,3/8/2019,16:43,Ewallet,487.8,4.761904762,24.39,5.3 137 | 597-78-7908,C,Naypyitaw,Normal,Male,Fashion accessories,90.22,3,13.533,284.193,2/18/2019,19:39,Cash,270.66,4.761904762,13.533,6.2 138 | 700-81-1757,A,Yangon,Normal,Female,Electronic accessories,26.31,5,6.5775,138.1275,1/18/2019,20:59,Credit card,131.55,4.761904762,6.5775,8.8 139 | 354-39-5160,A,Yangon,Member,Female,Home and lifestyle,34.42,6,10.326,216.846,2/18/2019,15:39,Cash,206.52,4.761904762,10.326,9.8 140 | 241-72-9525,B,Mandalay,Normal,Male,Sports and travel,51.91,10,25.955,545.055,2/16/2019,12:21,Cash,519.1,4.761904762,25.955,8.2 141 | 575-30-8091,A,Yangon,Normal,Male,Sports and travel,72.5,8,29,609,3/16/2019,19:25,Ewallet,580,4.761904762,29,9.2 142 | 731-81-9469,C,Naypyitaw,Member,Female,Sports and travel,89.8,10,44.9,942.9,1/23/2019,13:00,Credit card,898,4.761904762,44.9,5.4 143 | 280-17-4359,C,Naypyitaw,Member,Male,Health and beauty,90.5,10,45.25,950.25,1/25/2019,13:48,Cash,905,4.761904762,45.25,8.1 144 | 338-65-2210,C,Naypyitaw,Member,Female,Health and beauty,68.6,10,34.3,720.3,2/5/2019,19:57,Cash,686,4.761904762,34.3,9.1 145 | 488-25-4221,C,Naypyitaw,Member,Female,Food and beverages,30.41,1,1.5205,31.9305,2/22/2019,10:36,Credit card,30.41,4.761904762,1.5205,8.4 146 | 239-10-7476,A,Yangon,Normal,Female,Home and lifestyle,77.95,6,23.385,491.085,1/21/2019,16:37,Ewallet,467.7,4.761904762,23.385,8 147 | 458-41-1477,C,Naypyitaw,Normal,Female,Health and beauty,46.26,6,13.878,291.438,3/8/2019,17:11,Credit card,277.56,4.761904762,13.878,9.5 148 | 685-64-1609,A,Yangon,Member,Female,Fashion accessories,30.14,10,15.07,316.47,2/10/2019,12:28,Ewallet,301.4,4.761904762,15.07,9.2 149 | 568-90-5112,C,Naypyitaw,Normal,Male,Health and beauty,66.14,4,13.228,277.788,3/19/2019,12:46,Credit card,264.56,4.761904762,13.228,5.6 150 | 262-47-2794,B,Mandalay,Member,Male,Home and lifestyle,71.86,8,28.744,603.624,3/6/2019,15:07,Credit card,574.88,4.761904762,28.744,6.2 151 | 238-49-0436,A,Yangon,Normal,Male,Health and beauty,32.46,8,12.984,272.664,3/27/2019,13:48,Credit card,259.68,4.761904762,12.984,4.9 152 | 608-96-3517,B,Mandalay,Member,Female,Fashion accessories,91.54,4,18.308,384.468,3/23/2019,19:20,Credit card,366.16,4.761904762,18.308,4.8 153 | 584-86-7256,C,Naypyitaw,Member,Male,Sports and travel,34.56,7,12.096,254.016,3/11/2019,16:07,Credit card,241.92,4.761904762,12.096,7.3 154 | 746-94-0204,A,Yangon,Normal,Male,Fashion accessories,83.24,9,37.458,786.618,1/29/2019,11:56,Credit card,749.16,4.761904762,37.458,7.4 155 | 214-17-6927,C,Naypyitaw,Normal,Female,Food and beverages,16.48,6,4.944,103.824,2/7/2019,18:23,Ewallet,98.88,4.761904762,4.944,9.9 156 | 400-89-4171,C,Naypyitaw,Normal,Female,Sports and travel,80.97,8,32.388,680.148,1/28/2019,13:05,Cash,647.76,4.761904762,32.388,9.3 157 | 782-95-9291,A,Yangon,Member,Male,Food and beverages,92.29,5,23.0725,484.5225,2/20/2019,15:55,Credit card,461.45,4.761904762,23.0725,9 158 | 279-74-2924,B,Mandalay,Member,Male,Electronic accessories,72.17,1,3.6085,75.7785,1/4/2019,19:40,Cash,72.17,4.761904762,3.6085,6.1 159 | 307-85-2293,B,Mandalay,Normal,Male,Home and lifestyle,50.28,5,12.57,263.97,3/7/2019,13:58,Ewallet,251.4,4.761904762,12.57,9.7 160 | 743-04-1105,B,Mandalay,Member,Male,Health and beauty,97.22,9,43.749,918.729,3/30/2019,14:43,Ewallet,874.98,4.761904762,43.749,6 161 | 423-57-2993,B,Mandalay,Normal,Male,Sports and travel,93.39,6,28.017,588.357,3/27/2019,19:18,Ewallet,560.34,4.761904762,28.017,10 162 | 894-41-5205,C,Naypyitaw,Normal,Female,Food and beverages,43.18,8,17.272,362.712,1/19/2019,19:39,Credit card,345.44,4.761904762,17.272,8.3 163 | 275-28-0149,A,Yangon,Normal,Male,Sports and travel,63.69,1,3.1845,66.8745,2/25/2019,16:21,Cash,63.69,4.761904762,3.1845,6 164 | 101-17-6199,A,Yangon,Normal,Male,Food and beverages,45.79,7,16.0265,336.5565,3/13/2019,19:44,Credit card,320.53,4.761904762,16.0265,7 165 | 423-80-0988,C,Naypyitaw,Normal,Male,Sports and travel,76.4,2,7.64,160.44,1/30/2019,19:42,Ewallet,152.8,4.761904762,7.64,6.5 166 | 548-46-9322,B,Mandalay,Normal,Male,Food and beverages,39.9,10,19.95,418.95,2/20/2019,15:24,Credit card,399,4.761904762,19.95,5.9 167 | 505-02-0892,B,Mandalay,Member,Male,Health and beauty,42.57,8,17.028,357.588,2/25/2019,14:12,Ewallet,340.56,4.761904762,17.028,5.6 168 | 234-65-2137,C,Naypyitaw,Normal,Male,Home and lifestyle,95.58,10,47.79,1003.59,1/16/2019,13:32,Cash,955.8,4.761904762,47.79,4.8 169 | 687-47-8271,A,Yangon,Normal,Male,Fashion accessories,98.98,10,49.49,1039.29,2/8/2019,16:20,Credit card,989.8,4.761904762,49.49,8.7 170 | 796-32-9050,A,Yangon,Normal,Male,Food and beverages,51.28,6,15.384,323.064,1/19/2019,16:31,Cash,307.68,4.761904762,15.384,6.5 171 | 105-31-1824,A,Yangon,Member,Male,Sports and travel,69.52,7,24.332,510.972,2/1/2019,15:10,Credit card,486.64,4.761904762,24.332,8.5 172 | 249-42-3782,A,Yangon,Normal,Male,Health and beauty,70.01,5,17.5025,367.5525,1/3/2019,11:36,Ewallet,350.05,4.761904762,17.5025,5.5 173 | 316-55-4634,B,Mandalay,Member,Male,Food and beverages,80.05,5,20.0125,420.2625,1/26/2019,12:45,Credit card,400.25,4.761904762,20.0125,9.4 174 | 733-33-4967,C,Naypyitaw,Normal,Male,Electronic accessories,20.85,8,8.34,175.14,3/3/2019,19:17,Cash,166.8,4.761904762,8.34,6.3 175 | 608-27-6295,B,Mandalay,Member,Male,Electronic accessories,52.89,6,15.867,333.207,1/19/2019,17:34,Credit card,317.34,4.761904762,15.867,9.8 176 | 414-12-7047,B,Mandalay,Normal,Male,Food and beverages,19.79,8,7.916,166.236,1/18/2019,12:04,Ewallet,158.32,4.761904762,7.916,8.7 177 | 827-26-2100,A,Yangon,Member,Male,Home and lifestyle,33.84,9,15.228,319.788,3/21/2019,16:21,Ewallet,304.56,4.761904762,15.228,8.8 178 | 175-54-2529,A,Yangon,Member,Male,Food and beverages,22.17,8,8.868,186.228,3/3/2019,17:01,Credit card,177.36,4.761904762,8.868,9.6 179 | 139-52-2867,C,Naypyitaw,Normal,Female,Fashion accessories,22.51,7,7.8785,165.4485,2/13/2019,10:50,Credit card,157.57,4.761904762,7.8785,4.8 180 | 407-63-8975,A,Yangon,Normal,Male,Food and beverages,73.88,6,22.164,465.444,3/23/2019,19:16,Ewallet,443.28,4.761904762,22.164,4.4 181 | 342-65-4817,C,Naypyitaw,Member,Male,Health and beauty,86.8,3,13.02,273.42,1/28/2019,16:47,Ewallet,260.4,4.761904762,13.02,9.9 182 | 130-98-8941,C,Naypyitaw,Normal,Male,Fashion accessories,64.26,7,22.491,472.311,2/9/2019,10:00,Cash,449.82,4.761904762,22.491,5.7 183 | 434-83-9547,C,Naypyitaw,Member,Male,Food and beverages,38.47,8,15.388,323.148,1/23/2019,11:51,Cash,307.76,4.761904762,15.388,7.7 184 | 851-28-6367,A,Yangon,Member,Male,Sports and travel,15.5,10,7.75,162.75,3/23/2019,10:55,Ewallet,155,4.761904762,7.75,8 185 | 824-88-3614,C,Naypyitaw,Normal,Male,Health and beauty,34.31,8,13.724,288.204,1/25/2019,15:00,Ewallet,274.48,4.761904762,13.724,5.7 186 | 586-25-0848,A,Yangon,Normal,Female,Sports and travel,12.34,7,4.319,90.699,3/4/2019,11:19,Credit card,86.38,4.761904762,4.319,6.7 187 | 895-66-0685,B,Mandalay,Member,Male,Food and beverages,18.08,3,2.712,56.952,3/5/2019,19:46,Ewallet,54.24,4.761904762,2.712,8 188 | 305-14-0245,B,Mandalay,Member,Female,Home and lifestyle,94.49,8,37.796,793.716,3/3/2019,19:00,Ewallet,755.92,4.761904762,37.796,7.5 189 | 732-04-5373,B,Mandalay,Member,Male,Home and lifestyle,46.47,4,9.294,195.174,2/8/2019,10:53,Cash,185.88,4.761904762,9.294,7 190 | 400-60-7251,A,Yangon,Normal,Male,Home and lifestyle,74.07,1,3.7035,77.7735,2/10/2019,12:50,Ewallet,74.07,4.761904762,3.7035,9.9 191 | 593-65-1552,C,Naypyitaw,Normal,Female,Home and lifestyle,69.81,4,13.962,293.202,1/28/2019,20:50,Credit card,279.24,4.761904762,13.962,5.9 192 | 284-34-9626,B,Mandalay,Normal,Female,Home and lifestyle,77.04,3,11.556,242.676,2/11/2019,10:39,Credit card,231.12,4.761904762,11.556,7.2 193 | 437-58-8131,B,Mandalay,Normal,Female,Fashion accessories,73.52,2,7.352,154.392,1/15/2019,13:41,Ewallet,147.04,4.761904762,7.352,4.6 194 | 286-43-6208,C,Naypyitaw,Normal,Female,Food and beverages,87.8,9,39.51,829.71,3/16/2019,19:08,Cash,790.2,4.761904762,39.51,9.2 195 | 641-43-2399,B,Mandalay,Normal,Male,Home and lifestyle,25.55,4,5.11,107.31,1/26/2019,20:23,Ewallet,102.2,4.761904762,5.11,5.7 196 | 831-07-6050,A,Yangon,Normal,Male,Electronic accessories,32.71,5,8.1775,171.7275,3/19/2019,11:30,Credit card,163.55,4.761904762,8.1775,9.9 197 | 556-86-3144,C,Naypyitaw,Member,Female,Fashion accessories,74.29,1,3.7145,78.0045,1/13/2019,19:30,Cash,74.29,4.761904762,3.7145,5 198 | 848-24-9445,C,Naypyitaw,Member,Male,Health and beauty,43.7,2,4.37,91.77,3/26/2019,18:03,Cash,87.4,4.761904762,4.37,4.9 199 | 856-22-8149,A,Yangon,Normal,Female,Home and lifestyle,25.29,1,1.2645,26.5545,3/23/2019,10:13,Ewallet,25.29,4.761904762,1.2645,6.1 200 | 699-01-4164,C,Naypyitaw,Normal,Male,Health and beauty,41.5,4,8.3,174.3,3/12/2019,19:58,Credit card,166,4.761904762,8.3,8.2 201 | 420-11-4919,C,Naypyitaw,Member,Female,Food and beverages,71.39,5,17.8475,374.7975,2/17/2019,19:57,Credit card,356.95,4.761904762,17.8475,5.5 202 | 606-80-4905,C,Naypyitaw,Member,Female,Sports and travel,19.15,6,5.745,120.645,1/29/2019,10:01,Credit card,114.9,4.761904762,5.745,6.8 203 | 542-41-0513,B,Mandalay,Member,Female,Electronic accessories,57.49,4,11.498,241.458,3/15/2019,11:57,Cash,229.96,4.761904762,11.498,6.6 204 | 426-39-2418,C,Naypyitaw,Normal,Male,Electronic accessories,61.41,7,21.4935,451.3635,1/14/2019,10:02,Cash,429.87,4.761904762,21.4935,9.8 205 | 875-46-5808,B,Mandalay,Member,Male,Health and beauty,25.9,10,12.95,271.95,2/6/2019,14:51,Ewallet,259,4.761904762,12.95,8.7 206 | 394-43-4238,B,Mandalay,Member,Male,Home and lifestyle,17.77,5,4.4425,93.2925,2/15/2019,12:42,Credit card,88.85,4.761904762,4.4425,5.4 207 | 749-24-1565,A,Yangon,Normal,Female,Health and beauty,23.03,9,10.3635,217.6335,1/3/2019,12:02,Ewallet,207.27,4.761904762,10.3635,7.9 208 | 672-51-8681,C,Naypyitaw,Member,Female,Electronic accessories,66.65,9,29.9925,629.8425,1/4/2019,18:19,Credit card,599.85,4.761904762,29.9925,9.7 209 | 263-87-5680,C,Naypyitaw,Member,Female,Home and lifestyle,28.53,10,14.265,299.565,3/18/2019,17:38,Ewallet,285.3,4.761904762,14.265,7.8 210 | 573-58-9734,B,Mandalay,Normal,Female,Fashion accessories,30.37,3,4.5555,95.6655,3/28/2019,13:41,Ewallet,91.11,4.761904762,4.5555,5.1 211 | 817-69-8206,B,Mandalay,Normal,Female,Electronic accessories,99.73,9,44.8785,942.4485,3/2/2019,19:42,Credit card,897.57,4.761904762,44.8785,6.5 212 | 888-02-0338,A,Yangon,Normal,Male,Electronic accessories,26.23,9,11.8035,247.8735,1/25/2019,20:24,Ewallet,236.07,4.761904762,11.8035,5.9 213 | 677-11-0152,C,Naypyitaw,Normal,Female,Food and beverages,93.26,9,41.967,881.307,1/16/2019,18:08,Cash,839.34,4.761904762,41.967,8.8 214 | 142-63-6033,B,Mandalay,Normal,Male,Home and lifestyle,92.36,5,23.09,484.89,3/20/2019,19:17,Ewallet,461.8,4.761904762,23.09,4.9 215 | 656-16-1063,B,Mandalay,Normal,Male,Sports and travel,46.42,3,6.963,146.223,1/4/2019,13:24,Credit card,139.26,4.761904762,6.963,4.4 216 | 891-58-8335,B,Mandalay,Member,Female,Sports and travel,29.61,7,10.3635,217.6335,3/11/2019,15:53,Cash,207.27,4.761904762,10.3635,6.5 217 | 802-43-8934,A,Yangon,Normal,Male,Home and lifestyle,18.28,1,0.914,19.194,3/22/2019,15:05,Credit card,18.28,4.761904762,0.914,8.3 218 | 560-30-5617,B,Mandalay,Normal,Female,Sports and travel,24.77,5,6.1925,130.0425,3/24/2019,18:27,Cash,123.85,4.761904762,6.1925,8.5 219 | 319-74-2561,A,Yangon,Member,Female,Electronic accessories,94.64,3,14.196,298.116,2/21/2019,16:55,Cash,283.92,4.761904762,14.196,5.5 220 | 549-03-9315,B,Mandalay,Normal,Male,Fashion accessories,94.87,8,37.948,796.908,2/12/2019,12:58,Ewallet,758.96,4.761904762,37.948,8.7 221 | 790-29-1172,B,Mandalay,Normal,Female,Food and beverages,57.34,3,8.601,180.621,3/10/2019,18:59,Credit card,172.02,4.761904762,8.601,7.9 222 | 239-36-3640,B,Mandalay,Normal,Male,Electronic accessories,45.35,6,13.605,285.705,1/31/2019,13:44,Ewallet,272.1,4.761904762,13.605,6.1 223 | 468-01-2051,B,Mandalay,Normal,Male,Food and beverages,62.08,7,21.728,456.288,3/6/2019,13:46,Ewallet,434.56,4.761904762,21.728,5.4 224 | 389-25-3394,C,Naypyitaw,Normal,Male,Electronic accessories,11.81,5,2.9525,62.0025,2/17/2019,18:06,Cash,59.05,4.761904762,2.9525,9.4 225 | 279-62-1445,C,Naypyitaw,Member,Female,Fashion accessories,12.54,1,0.627,13.167,2/21/2019,12:38,Cash,12.54,4.761904762,0.627,8.2 226 | 213-72-6612,A,Yangon,Normal,Male,Food and beverages,43.25,2,4.325,90.825,3/20/2019,15:56,Cash,86.5,4.761904762,4.325,6.2 227 | 746-68-6593,C,Naypyitaw,Member,Female,Sports and travel,87.16,2,8.716,183.036,1/11/2019,14:29,Credit card,174.32,4.761904762,8.716,9.7 228 | 836-82-5858,B,Mandalay,Member,Male,Health and beauty,69.37,9,31.2165,655.5465,1/26/2019,19:14,Ewallet,624.33,4.761904762,31.2165,4 229 | 583-72-1480,C,Naypyitaw,Member,Male,Electronic accessories,37.06,4,7.412,155.652,1/31/2019,16:24,Ewallet,148.24,4.761904762,7.412,9.7 230 | 466-61-5506,B,Mandalay,Member,Female,Electronic accessories,90.7,6,27.21,571.41,2/26/2019,10:52,Cash,544.2,4.761904762,27.21,5.3 231 | 721-86-6247,A,Yangon,Normal,Female,Home and lifestyle,63.42,8,25.368,532.728,3/11/2019,12:55,Ewallet,507.36,4.761904762,25.368,7.4 232 | 289-65-5721,B,Mandalay,Normal,Female,Fashion accessories,81.37,2,8.137,170.877,1/26/2019,19:28,Cash,162.74,4.761904762,8.137,6.5 233 | 545-46-3100,B,Mandalay,Member,Female,Electronic accessories,10.59,3,1.5885,33.3585,3/12/2019,13:52,Credit card,31.77,4.761904762,1.5885,8.7 234 | 418-02-5978,B,Mandalay,Normal,Female,Health and beauty,84.09,9,37.8405,794.6505,2/11/2019,10:54,Cash,756.81,4.761904762,37.8405,8 235 | 269-04-5750,B,Mandalay,Member,Male,Fashion accessories,73.82,4,14.764,310.044,2/21/2019,18:31,Cash,295.28,4.761904762,14.764,6.7 236 | 157-13-5295,A,Yangon,Member,Male,Health and beauty,51.94,10,25.97,545.37,3/9/2019,18:24,Ewallet,519.4,4.761904762,25.97,6.5 237 | 645-78-8093,A,Yangon,Normal,Female,Sports and travel,93.14,2,9.314,195.594,1/20/2019,18:09,Ewallet,186.28,4.761904762,9.314,4.1 238 | 211-30-9270,C,Naypyitaw,Normal,Male,Health and beauty,17.41,5,4.3525,91.4025,1/28/2019,15:16,Credit card,87.05,4.761904762,4.3525,4.9 239 | 755-12-3214,C,Naypyitaw,Member,Female,Fashion accessories,44.22,5,11.055,232.155,3/5/2019,17:07,Credit card,221.1,4.761904762,11.055,8.6 240 | 346-84-3103,B,Mandalay,Member,Female,Electronic accessories,13.22,5,3.305,69.405,3/2/2019,19:26,Cash,66.1,4.761904762,3.305,4.3 241 | 478-06-7835,A,Yangon,Normal,Male,Fashion accessories,89.69,1,4.4845,94.1745,1/11/2019,11:20,Ewallet,89.69,4.761904762,4.4845,4.9 242 | 540-11-4336,A,Yangon,Normal,Male,Food and beverages,24.94,9,11.223,235.683,1/11/2019,16:49,Credit card,224.46,4.761904762,11.223,5.6 243 | 448-81-5016,A,Yangon,Normal,Male,Health and beauty,59.77,2,5.977,125.517,3/11/2019,12:01,Credit card,119.54,4.761904762,5.977,5.8 244 | 142-72-4741,C,Naypyitaw,Member,Male,Fashion accessories,93.2,2,9.32,195.72,2/28/2019,18:37,Credit card,186.4,4.761904762,9.32,6 245 | 217-58-1179,A,Yangon,Member,Male,Home and lifestyle,62.65,4,12.53,263.13,1/5/2019,11:25,Cash,250.6,4.761904762,12.53,4.2 246 | 376-02-8238,B,Mandalay,Normal,Male,Home and lifestyle,93.87,8,37.548,788.508,2/2/2019,18:42,Credit card,750.96,4.761904762,37.548,8.3 247 | 530-90-9855,A,Yangon,Member,Male,Home and lifestyle,47.59,8,19.036,399.756,1/1/2019,14:47,Cash,380.72,4.761904762,19.036,5.7 248 | 866-05-7563,B,Mandalay,Member,Female,Electronic accessories,81.4,3,12.21,256.41,2/9/2019,19:43,Cash,244.2,4.761904762,12.21,4.8 249 | 604-70-6476,A,Yangon,Member,Male,Fashion accessories,17.94,5,4.485,94.185,1/23/2019,14:04,Ewallet,89.7,4.761904762,4.485,6.8 250 | 799-71-1548,A,Yangon,Member,Male,Electronic accessories,77.72,4,15.544,326.424,1/7/2019,16:11,Credit card,310.88,4.761904762,15.544,8.8 251 | 785-13-7708,B,Mandalay,Normal,Male,Food and beverages,73.06,7,25.571,536.991,1/14/2019,19:06,Credit card,511.42,4.761904762,25.571,4.2 252 | 845-51-0542,B,Mandalay,Member,Male,Food and beverages,46.55,9,20.9475,439.8975,2/2/2019,15:34,Ewallet,418.95,4.761904762,20.9475,6.4 253 | 662-47-5456,C,Naypyitaw,Member,Male,Fashion accessories,35.19,10,17.595,369.495,3/17/2019,19:06,Credit card,351.9,4.761904762,17.595,8.4 254 | 883-17-4236,C,Naypyitaw,Normal,Female,Sports and travel,14.39,2,1.439,30.219,3/2/2019,19:44,Credit card,28.78,4.761904762,1.439,7.2 255 | 290-68-2984,A,Yangon,Normal,Male,Home and lifestyle,23.75,4,4.75,99.75,3/16/2019,11:22,Cash,95,4.761904762,4.75,5.2 256 | 704-11-6354,A,Yangon,Member,Male,Home and lifestyle,58.9,8,23.56,494.76,1/6/2019,11:23,Cash,471.2,4.761904762,23.56,8.9 257 | 110-48-7033,B,Mandalay,Member,Male,Fashion accessories,32.62,4,6.524,137.004,1/29/2019,14:12,Cash,130.48,4.761904762,6.524,9 258 | 366-93-0948,A,Yangon,Member,Male,Electronic accessories,66.35,1,3.3175,69.6675,1/31/2019,10:46,Credit card,66.35,4.761904762,3.3175,9.7 259 | 729-09-9681,A,Yangon,Member,Male,Home and lifestyle,25.91,6,7.773,163.233,2/5/2019,10:16,Ewallet,155.46,4.761904762,7.773,8.7 260 | 151-16-1484,A,Yangon,Member,Male,Electronic accessories,32.25,4,6.45,135.45,2/13/2019,12:38,Ewallet,129,4.761904762,6.45,6.5 261 | 380-94-4661,C,Naypyitaw,Member,Male,Electronic accessories,65.94,4,13.188,276.948,2/7/2019,13:05,Credit card,263.76,4.761904762,13.188,6.9 262 | 850-41-9669,A,Yangon,Normal,Female,Electronic accessories,75.06,9,33.777,709.317,3/19/2019,13:25,Ewallet,675.54,4.761904762,33.777,6.2 263 | 821-07-3596,C,Naypyitaw,Normal,Female,Fashion accessories,16.45,4,3.29,69.09,3/7/2019,14:53,Ewallet,65.8,4.761904762,3.29,5.6 264 | 655-85-5130,B,Mandalay,Member,Female,Fashion accessories,38.3,4,7.66,160.86,3/13/2019,19:22,Cash,153.2,4.761904762,7.66,5.7 265 | 447-15-7839,A,Yangon,Member,Female,Sports and travel,22.24,10,11.12,233.52,2/9/2019,11:00,Cash,222.4,4.761904762,11.12,4.2 266 | 154-74-7179,B,Mandalay,Normal,Male,Sports and travel,54.45,1,2.7225,57.1725,2/26/2019,19:24,Ewallet,54.45,4.761904762,2.7225,7.9 267 | 253-12-6086,A,Yangon,Member,Female,Sports and travel,98.4,7,34.44,723.24,3/12/2019,12:43,Credit card,688.8,4.761904762,34.44,8.7 268 | 808-65-0703,C,Naypyitaw,Normal,Male,Home and lifestyle,35.47,4,7.094,148.974,3/14/2019,17:22,Credit card,141.88,4.761904762,7.094,6.9 269 | 571-94-0759,B,Mandalay,Member,Female,Food and beverages,74.6,10,37.3,783.3,1/8/2019,20:55,Cash,746,4.761904762,37.3,9.5 270 | 144-51-6085,A,Yangon,Member,Male,Home and lifestyle,70.74,4,14.148,297.108,1/5/2019,16:05,Credit card,282.96,4.761904762,14.148,4.4 271 | 731-14-2199,A,Yangon,Member,Female,Home and lifestyle,35.54,10,17.77,373.17,1/4/2019,13:34,Ewallet,355.4,4.761904762,17.77,7 272 | 783-09-1637,B,Mandalay,Normal,Female,Sports and travel,67.43,5,16.8575,354.0075,3/6/2019,18:13,Ewallet,337.15,4.761904762,16.8575,6.3 273 | 687-15-1097,C,Naypyitaw,Member,Female,Health and beauty,21.12,2,2.112,44.352,1/3/2019,19:17,Cash,42.24,4.761904762,2.112,9.7 274 | 126-54-1082,A,Yangon,Member,Female,Home and lifestyle,21.54,9,9.693,203.553,1/7/2019,11:44,Credit card,193.86,4.761904762,9.693,8.8 275 | 633-91-1052,A,Yangon,Normal,Female,Home and lifestyle,12.03,2,1.203,25.263,1/27/2019,15:51,Cash,24.06,4.761904762,1.203,5.1 276 | 477-24-6490,B,Mandalay,Normal,Female,Health and beauty,99.71,6,29.913,628.173,2/26/2019,16:52,Ewallet,598.26,4.761904762,29.913,7.9 277 | 566-19-5475,B,Mandalay,Normal,Male,Fashion accessories,47.97,7,16.7895,352.5795,1/7/2019,20:52,Cash,335.79,4.761904762,16.7895,6.2 278 | 526-86-8552,C,Naypyitaw,Member,Female,Home and lifestyle,21.82,10,10.91,229.11,1/7/2019,17:36,Cash,218.2,4.761904762,10.91,7.1 279 | 376-56-3573,C,Naypyitaw,Normal,Female,Fashion accessories,95.42,4,19.084,400.764,2/2/2019,13:23,Ewallet,381.68,4.761904762,19.084,6.4 280 | 537-72-0426,C,Naypyitaw,Member,Male,Fashion accessories,70.99,10,35.495,745.395,3/20/2019,16:28,Cash,709.9,4.761904762,35.495,5.7 281 | 828-61-5674,A,Yangon,Member,Male,Sports and travel,44.02,10,22.01,462.21,3/20/2019,19:57,Credit card,440.2,4.761904762,22.01,9.6 282 | 136-08-6195,A,Yangon,Normal,Female,Home and lifestyle,69.96,8,27.984,587.664,2/15/2019,17:01,Credit card,559.68,4.761904762,27.984,6.4 283 | 523-38-0215,C,Naypyitaw,Normal,Male,Home and lifestyle,37,1,1.85,38.85,3/6/2019,13:29,Credit card,37,4.761904762,1.85,7.9 284 | 490-29-1201,A,Yangon,Normal,Female,Sports and travel,15.34,1,0.767,16.107,1/6/2019,11:09,Cash,15.34,4.761904762,0.767,6.5 285 | 667-92-0055,A,Yangon,Member,Male,Health and beauty,99.83,6,29.949,628.929,3/4/2019,15:02,Ewallet,598.98,4.761904762,29.949,8.5 286 | 565-17-3836,A,Yangon,Member,Female,Health and beauty,47.67,4,9.534,200.214,3/12/2019,14:21,Cash,190.68,4.761904762,9.534,9.1 287 | 498-41-1961,B,Mandalay,Normal,Male,Health and beauty,66.68,5,16.67,350.07,2/20/2019,18:01,Cash,333.4,4.761904762,16.67,7.6 288 | 593-95-4461,C,Naypyitaw,Member,Male,Home and lifestyle,74.86,1,3.743,78.603,3/24/2019,14:49,Cash,74.86,4.761904762,3.743,6.9 289 | 226-71-3580,C,Naypyitaw,Normal,Female,Sports and travel,23.75,9,10.6875,224.4375,1/31/2019,12:02,Cash,213.75,4.761904762,10.6875,9.5 290 | 283-79-9594,B,Mandalay,Normal,Female,Food and beverages,48.51,7,16.9785,356.5485,1/25/2019,13:30,Credit card,339.57,4.761904762,16.9785,5.2 291 | 430-60-3493,A,Yangon,Member,Female,Home and lifestyle,94.88,7,33.208,697.368,2/3/2019,14:38,Cash,664.16,4.761904762,33.208,4.2 292 | 139-20-0155,B,Mandalay,Member,Male,Electronic accessories,40.3,10,20.15,423.15,1/24/2019,17:37,Credit card,403,4.761904762,20.15,7 293 | 558-80-4082,C,Naypyitaw,Normal,Male,Electronic accessories,27.85,7,9.7475,204.6975,3/14/2019,17:20,Ewallet,194.95,4.761904762,9.7475,6 294 | 278-97-7759,A,Yangon,Member,Female,Electronic accessories,62.48,1,3.124,65.604,2/18/2019,20:29,Cash,62.48,4.761904762,3.124,4.7 295 | 316-68-6352,A,Yangon,Member,Female,Food and beverages,36.36,2,3.636,76.356,1/21/2019,10:00,Cash,72.72,4.761904762,3.636,7.1 296 | 585-03-5943,B,Mandalay,Normal,Male,Health and beauty,18.11,10,9.055,190.155,3/13/2019,11:46,Ewallet,181.1,4.761904762,9.055,5.9 297 | 211-05-0490,C,Naypyitaw,Member,Female,Electronic accessories,51.92,5,12.98,272.58,3/3/2019,13:42,Cash,259.6,4.761904762,12.98,7.5 298 | 727-75-6477,C,Naypyitaw,Normal,Male,Electronic accessories,28.84,4,5.768,121.128,3/29/2019,14:44,Cash,115.36,4.761904762,5.768,6.4 299 | 744-02-5987,A,Yangon,Member,Male,Home and lifestyle,78.38,6,23.514,493.794,1/10/2019,14:16,Ewallet,470.28,4.761904762,23.514,5.8 300 | 307-83-9164,A,Yangon,Member,Male,Home and lifestyle,60.01,4,12.002,252.042,1/25/2019,15:54,Cash,240.04,4.761904762,12.002,4.5 301 | 779-06-0012,C,Naypyitaw,Member,Female,Home and lifestyle,88.61,1,4.4305,93.0405,1/19/2019,10:21,Cash,88.61,4.761904762,4.4305,7.7 302 | 446-47-6729,C,Naypyitaw,Normal,Male,Fashion accessories,99.82,2,9.982,209.622,1/2/2019,18:09,Credit card,199.64,4.761904762,9.982,6.7 303 | 573-10-3877,B,Mandalay,Member,Male,Health and beauty,39.01,1,1.9505,40.9605,3/12/2019,16:46,Credit card,39.01,4.761904762,1.9505,4.7 304 | 735-06-4124,C,Naypyitaw,Normal,Male,Food and beverages,48.61,1,2.4305,51.0405,2/25/2019,15:31,Cash,48.61,4.761904762,2.4305,4.4 305 | 439-54-7422,A,Yangon,Normal,Female,Electronic accessories,51.19,4,10.238,214.998,3/18/2019,17:15,Credit card,204.76,4.761904762,10.238,4.7 306 | 396-90-2219,B,Mandalay,Normal,Female,Electronic accessories,14.96,8,5.984,125.664,2/23/2019,12:29,Cash,119.68,4.761904762,5.984,8.6 307 | 411-77-0180,A,Yangon,Member,Male,Electronic accessories,72.2,7,25.27,530.67,3/26/2019,20:14,Ewallet,505.4,4.761904762,25.27,4.3 308 | 286-01-5402,A,Yangon,Normal,Female,Sports and travel,40.23,7,14.0805,295.6905,3/30/2019,13:22,Cash,281.61,4.761904762,14.0805,9.6 309 | 803-17-8013,A,Yangon,Member,Female,Home and lifestyle,88.79,8,35.516,745.836,2/17/2019,17:09,Cash,710.32,4.761904762,35.516,4.1 310 | 512-98-1403,A,Yangon,Member,Female,Electronic accessories,26.48,3,3.972,83.412,3/21/2019,10:40,Ewallet,79.44,4.761904762,3.972,4.7 311 | 848-42-2560,A,Yangon,Normal,Female,Fashion accessories,81.91,2,8.191,172.011,3/5/2019,17:43,Cash,163.82,4.761904762,8.191,7.8 312 | 532-59-7201,B,Mandalay,Member,Male,Sports and travel,79.93,6,23.979,503.559,1/31/2019,14:04,Cash,479.58,4.761904762,23.979,5.5 313 | 181-94-6432,C,Naypyitaw,Member,Male,Fashion accessories,69.33,2,6.933,145.593,2/5/2019,19:05,Ewallet,138.66,4.761904762,6.933,9.7 314 | 870-76-1733,A,Yangon,Member,Female,Food and beverages,14.23,5,3.5575,74.7075,2/1/2019,10:08,Credit card,71.15,4.761904762,3.5575,4.4 315 | 423-64-4619,A,Yangon,Member,Female,Health and beauty,15.55,9,6.9975,146.9475,3/7/2019,13:12,Cash,139.95,4.761904762,6.9975,5 316 | 227-07-4446,C,Naypyitaw,Member,Female,Electronic accessories,78.13,10,39.065,820.365,2/10/2019,20:51,Cash,781.3,4.761904762,39.065,4.4 317 | 174-36-3675,C,Naypyitaw,Member,Male,Food and beverages,99.37,2,9.937,208.677,2/14/2019,17:29,Cash,198.74,4.761904762,9.937,5.2 318 | 428-83-5800,C,Naypyitaw,Member,Female,Food and beverages,21.08,3,3.162,66.402,2/9/2019,10:25,Cash,63.24,4.761904762,3.162,7.3 319 | 603-07-0961,C,Naypyitaw,Member,Male,Electronic accessories,74.79,5,18.6975,392.6475,1/10/2019,11:34,Cash,373.95,4.761904762,18.6975,4.9 320 | 704-20-4138,C,Naypyitaw,Member,Female,Health and beauty,29.67,7,10.3845,218.0745,3/11/2019,18:58,Credit card,207.69,4.761904762,10.3845,8.1 321 | 787-15-1757,C,Naypyitaw,Member,Male,Health and beauty,44.07,4,8.814,185.094,2/18/2019,16:28,Ewallet,176.28,4.761904762,8.814,8.4 322 | 649-11-3678,C,Naypyitaw,Normal,Female,Food and beverages,22.93,9,10.3185,216.6885,2/26/2019,20:26,Cash,206.37,4.761904762,10.3185,5.5 323 | 622-20-1945,C,Naypyitaw,Normal,Female,Health and beauty,39.42,1,1.971,41.391,1/18/2019,15:08,Cash,39.42,4.761904762,1.971,8.4 324 | 372-94-8041,A,Yangon,Normal,Male,Health and beauty,15.26,6,4.578,96.138,2/15/2019,18:03,Ewallet,91.56,4.761904762,4.578,9.8 325 | 563-91-7120,A,Yangon,Normal,Female,Fashion accessories,61.77,5,15.4425,324.2925,3/8/2019,13:21,Cash,308.85,4.761904762,15.4425,6.7 326 | 746-54-5508,A,Yangon,Normal,Male,Home and lifestyle,21.52,6,6.456,135.576,1/17/2019,12:48,Credit card,129.12,4.761904762,6.456,9.4 327 | 276-54-0879,B,Mandalay,Normal,Male,Sports and travel,97.74,4,19.548,410.508,3/12/2019,19:53,Ewallet,390.96,4.761904762,19.548,6.4 328 | 815-11-1168,A,Yangon,Member,Male,Food and beverages,99.78,5,24.945,523.845,3/9/2019,19:09,Cash,498.9,4.761904762,24.945,5.4 329 | 719-76-3868,C,Naypyitaw,Member,Male,Food and beverages,94.26,4,18.852,395.892,3/12/2019,16:30,Cash,377.04,4.761904762,18.852,8.6 330 | 730-61-8757,B,Mandalay,Member,Male,Health and beauty,51.13,4,10.226,214.746,1/25/2019,10:11,Credit card,204.52,4.761904762,10.226,4 331 | 340-66-0321,A,Yangon,Member,Male,Electronic accessories,36.36,4,7.272,152.712,3/25/2019,13:07,Cash,145.44,4.761904762,7.272,7.6 332 | 868-81-1752,B,Mandalay,Normal,Male,Home and lifestyle,22.02,9,9.909,208.089,2/7/2019,18:48,Cash,198.18,4.761904762,9.909,6.8 333 | 634-97-8956,A,Yangon,Normal,Male,Food and beverages,32.9,3,4.935,103.635,2/17/2019,17:27,Credit card,98.7,4.761904762,4.935,9.1 334 | 566-71-1091,A,Yangon,Normal,Male,Fashion accessories,77.02,5,19.255,404.355,2/3/2019,15:59,Cash,385.1,4.761904762,19.255,5.5 335 | 442-48-3607,A,Yangon,Member,Male,Food and beverages,23.48,2,2.348,49.308,3/14/2019,11:21,Credit card,46.96,4.761904762,2.348,7.9 336 | 835-16-0096,C,Naypyitaw,Member,Male,Sports and travel,14.7,5,3.675,77.175,3/24/2019,13:48,Ewallet,73.5,4.761904762,3.675,8.5 337 | 527-09-6272,A,Yangon,Member,Female,Electronic accessories,28.45,5,7.1125,149.3625,3/21/2019,10:17,Credit card,142.25,4.761904762,7.1125,9.1 338 | 898-04-2717,A,Yangon,Normal,Male,Fashion accessories,76.4,9,34.38,721.98,3/19/2019,15:49,Ewallet,687.6,4.761904762,34.38,7.5 339 | 692-27-8933,B,Mandalay,Normal,Female,Sports and travel,57.95,6,17.385,365.085,2/24/2019,13:02,Cash,347.7,4.761904762,17.385,5.2 340 | 633-09-3463,C,Naypyitaw,Normal,Female,Electronic accessories,47.65,3,7.1475,150.0975,3/28/2019,12:58,Credit card,142.95,4.761904762,7.1475,9.5 341 | 374-17-3652,B,Mandalay,Member,Female,Food and beverages,42.82,9,19.269,404.649,2/5/2019,15:26,Credit card,385.38,4.761904762,19.269,8.9 342 | 378-07-7001,B,Mandalay,Member,Male,Electronic accessories,48.09,3,7.2135,151.4835,2/10/2019,18:23,Credit card,144.27,4.761904762,7.2135,7.8 343 | 433-75-6987,B,Mandalay,Member,Female,Health and beauty,55.97,7,19.5895,411.3795,3/5/2019,19:06,Ewallet,391.79,4.761904762,19.5895,8.9 344 | 873-95-4984,B,Mandalay,Member,Female,Health and beauty,76.9,7,26.915,565.215,2/15/2019,20:21,Cash,538.3,4.761904762,26.915,7.7 345 | 416-13-5917,C,Naypyitaw,Normal,Female,Food and beverages,97.03,5,24.2575,509.4075,1/30/2019,16:24,Ewallet,485.15,4.761904762,24.2575,9.3 346 | 150-89-8043,A,Yangon,Normal,Male,Sports and travel,44.65,3,6.6975,140.6475,2/14/2019,15:04,Cash,133.95,4.761904762,6.6975,6.2 347 | 135-84-8019,A,Yangon,Normal,Female,Fashion accessories,77.93,9,35.0685,736.4385,2/27/2019,16:10,Ewallet,701.37,4.761904762,35.0685,7.6 348 | 441-94-7118,A,Yangon,Member,Male,Electronic accessories,71.95,1,3.5975,75.5475,2/4/2019,12:14,Cash,71.95,4.761904762,3.5975,7.3 349 | 725-96-3778,C,Naypyitaw,Member,Female,Home and lifestyle,89.25,8,35.7,749.7,1/20/2019,10:13,Cash,714,4.761904762,35.7,4.7 350 | 531-80-1784,A,Yangon,Normal,Male,Electronic accessories,26.02,7,9.107,191.247,3/28/2019,17:38,Cash,182.14,4.761904762,9.107,5.1 351 | 400-45-1220,B,Mandalay,Normal,Female,Health and beauty,13.5,10,6.75,141.75,2/27/2019,11:06,Credit card,135,4.761904762,6.75,4.8 352 | 860-79-0874,C,Naypyitaw,Member,Female,Fashion accessories,99.3,10,49.65,1042.65,2/15/2019,14:53,Credit card,993,4.761904762,49.65,6.6 353 | 834-61-8124,A,Yangon,Normal,Male,Electronic accessories,51.69,7,18.0915,379.9215,1/26/2019,18:22,Cash,361.83,4.761904762,18.0915,5.5 354 | 115-99-4379,B,Mandalay,Member,Female,Fashion accessories,54.73,7,19.1555,402.2655,3/14/2019,19:02,Credit card,383.11,4.761904762,19.1555,8.5 355 | 565-67-6697,B,Mandalay,Member,Male,Home and lifestyle,27,9,12.15,255.15,3/2/2019,14:16,Cash,243,4.761904762,12.15,4.8 356 | 320-49-6392,C,Naypyitaw,Normal,Female,Electronic accessories,30.24,1,1.512,31.752,3/4/2019,15:44,Cash,30.24,4.761904762,1.512,8.4 357 | 889-04-9723,B,Mandalay,Member,Female,Food and beverages,89.14,4,17.828,374.388,1/7/2019,12:20,Credit card,356.56,4.761904762,17.828,7.8 358 | 632-90-0281,C,Naypyitaw,Normal,Female,Fashion accessories,37.55,10,18.775,394.275,3/8/2019,20:01,Credit card,375.5,4.761904762,18.775,9.3 359 | 554-42-2417,C,Naypyitaw,Normal,Female,Sports and travel,95.44,10,47.72,1002.12,1/9/2019,13:45,Cash,954.4,4.761904762,47.72,5.2 360 | 453-63-6187,B,Mandalay,Normal,Male,Electronic accessories,27.5,3,4.125,86.625,3/1/2019,15:40,Ewallet,82.5,4.761904762,4.125,6.5 361 | 578-80-7669,B,Mandalay,Normal,Male,Sports and travel,74.97,1,3.7485,78.7185,3/16/2019,16:58,Cash,74.97,4.761904762,3.7485,5.6 362 | 612-36-5536,A,Yangon,Member,Male,Food and beverages,80.96,8,32.384,680.064,2/17/2019,11:12,Credit card,647.68,4.761904762,32.384,7.4 363 | 605-72-4132,C,Naypyitaw,Normal,Female,Food and beverages,94.47,8,37.788,793.548,2/27/2019,15:12,Cash,755.76,4.761904762,37.788,9.1 364 | 471-41-2823,C,Naypyitaw,Normal,Male,Food and beverages,99.79,2,9.979,209.559,3/7/2019,20:37,Ewallet,199.58,4.761904762,9.979,8 365 | 462-67-9126,A,Yangon,Normal,Male,Home and lifestyle,73.22,6,21.966,461.286,1/21/2019,17:44,Cash,439.32,4.761904762,21.966,7.2 366 | 272-27-9238,C,Naypyitaw,Normal,Female,Food and beverages,41.24,4,8.248,173.208,2/19/2019,16:23,Cash,164.96,4.761904762,8.248,7.1 367 | 834-25-9262,C,Naypyitaw,Normal,Female,Fashion accessories,81.68,4,16.336,343.056,1/6/2019,12:12,Cash,326.72,4.761904762,16.336,9.1 368 | 122-61-9553,C,Naypyitaw,Normal,Female,Electronic accessories,51.32,9,23.094,484.974,3/14/2019,19:33,Cash,461.88,4.761904762,23.094,5.6 369 | 468-88-0009,A,Yangon,Member,Male,Home and lifestyle,65.94,4,13.188,276.948,3/24/2019,10:29,Cash,263.76,4.761904762,13.188,6 370 | 613-59-9758,C,Naypyitaw,Normal,Female,Sports and travel,14.36,10,7.18,150.78,1/27/2019,14:28,Cash,143.6,4.761904762,7.18,5.4 371 | 254-31-0042,A,Yangon,Member,Male,Electronic accessories,21.5,9,9.675,203.175,3/6/2019,12:46,Credit card,193.5,4.761904762,9.675,7.8 372 | 201-86-2184,B,Mandalay,Member,Female,Electronic accessories,26.26,7,9.191,193.011,2/2/2019,19:40,Cash,183.82,4.761904762,9.191,9.9 373 | 261-12-8671,B,Mandalay,Normal,Female,Fashion accessories,60.96,2,6.096,128.016,1/25/2019,19:39,Credit card,121.92,4.761904762,6.096,4.9 374 | 730-70-9830,C,Naypyitaw,Normal,Female,Home and lifestyle,70.11,6,21.033,441.693,3/14/2019,17:54,Ewallet,420.66,4.761904762,21.033,5.2 375 | 382-25-8917,C,Naypyitaw,Normal,Male,Fashion accessories,42.08,6,12.624,265.104,1/29/2019,12:25,Cash,252.48,4.761904762,12.624,8.9 376 | 422-29-8786,A,Yangon,Normal,Female,Home and lifestyle,67.09,5,16.7725,352.2225,1/3/2019,16:47,Credit card,335.45,4.761904762,16.7725,9.1 377 | 667-23-5919,A,Yangon,Member,Female,Fashion accessories,96.7,5,24.175,507.675,1/14/2019,12:52,Ewallet,483.5,4.761904762,24.175,7 378 | 843-01-4703,B,Mandalay,Member,Female,Home and lifestyle,35.38,9,15.921,334.341,1/5/2019,19:50,Credit card,318.42,4.761904762,15.921,9.6 379 | 743-88-1662,C,Naypyitaw,Normal,Male,Sports and travel,95.49,7,33.4215,701.8515,2/22/2019,18:17,Ewallet,668.43,4.761904762,33.4215,8.7 380 | 595-86-2894,C,Naypyitaw,Member,Male,Fashion accessories,96.98,4,19.396,407.316,2/6/2019,17:20,Ewallet,387.92,4.761904762,19.396,9.4 381 | 182-69-8360,B,Mandalay,Normal,Female,Electronic accessories,23.65,4,4.73,99.33,1/30/2019,13:32,Credit card,94.6,4.761904762,4.73,4 382 | 289-15-7034,A,Yangon,Member,Male,Sports and travel,82.33,4,16.466,345.786,1/11/2019,10:37,Credit card,329.32,4.761904762,16.466,7.5 383 | 462-78-5240,C,Naypyitaw,Normal,Female,Electronic accessories,26.61,2,2.661,55.881,3/19/2019,14:35,Cash,53.22,4.761904762,2.661,4.2 384 | 868-52-7573,B,Mandalay,Normal,Female,Food and beverages,99.69,5,24.9225,523.3725,1/14/2019,12:09,Cash,498.45,4.761904762,24.9225,9.9 385 | 153-58-4872,C,Naypyitaw,Member,Female,Food and beverages,74.89,4,14.978,314.538,3/1/2019,15:32,Ewallet,299.56,4.761904762,14.978,4.2 386 | 662-72-2873,A,Yangon,Normal,Female,Food and beverages,40.94,5,10.235,214.935,1/6/2019,13:58,Ewallet,204.7,4.761904762,10.235,9.9 387 | 525-88-7307,B,Mandalay,Member,Male,Sports and travel,75.82,1,3.791,79.611,1/31/2019,13:19,Cash,75.82,4.761904762,3.791,5.8 388 | 689-16-9784,C,Naypyitaw,Normal,Male,Food and beverages,46.77,6,14.031,294.651,3/11/2019,13:37,Cash,280.62,4.761904762,14.031,6 389 | 725-56-0833,A,Yangon,Normal,Female,Health and beauty,32.32,10,16.16,339.36,2/20/2019,16:49,Credit card,323.2,4.761904762,16.16,10 390 | 394-41-0748,C,Naypyitaw,Member,Female,Fashion accessories,54.07,9,24.3315,510.9615,1/27/2019,14:55,Ewallet,486.63,4.761904762,24.3315,9.5 391 | 596-42-3999,B,Mandalay,Normal,Male,Food and beverages,18.22,7,6.377,133.917,3/10/2019,14:04,Credit card,127.54,4.761904762,6.377,6.6 392 | 541-89-9860,C,Naypyitaw,Member,Female,Fashion accessories,80.48,3,12.072,253.512,2/15/2019,12:31,Cash,241.44,4.761904762,12.072,8.1 393 | 173-82-9529,B,Mandalay,Normal,Female,Fashion accessories,37.95,10,18.975,398.475,1/26/2019,14:51,Cash,379.5,4.761904762,18.975,9.7 394 | 563-36-9814,A,Yangon,Member,Male,Electronic accessories,76.82,1,3.841,80.661,2/13/2019,18:27,Ewallet,76.82,4.761904762,3.841,7.2 395 | 308-47-4913,A,Yangon,Member,Female,Sports and travel,52.26,10,26.13,548.73,3/9/2019,12:45,Credit card,522.6,4.761904762,26.13,6.2 396 | 885-17-6250,A,Yangon,Normal,Female,Health and beauty,79.74,1,3.987,83.727,3/6/2019,10:36,Ewallet,79.74,4.761904762,3.987,7.3 397 | 726-27-2396,A,Yangon,Normal,Female,Health and beauty,77.5,5,19.375,406.875,1/24/2019,20:36,Ewallet,387.5,4.761904762,19.375,4.3 398 | 316-01-3952,A,Yangon,Normal,Female,Food and beverages,54.27,5,13.5675,284.9175,3/13/2019,14:16,Ewallet,271.35,4.761904762,13.5675,4.6 399 | 760-54-1821,B,Mandalay,Normal,Male,Home and lifestyle,13.59,9,6.1155,128.4255,3/15/2019,10:26,Cash,122.31,4.761904762,6.1155,5.8 400 | 793-10-3222,B,Mandalay,Member,Female,Health and beauty,41.06,6,12.318,258.678,3/5/2019,13:30,Credit card,246.36,4.761904762,12.318,8.3 401 | 346-12-3257,B,Mandalay,Member,Male,Electronic accessories,19.24,9,8.658,181.818,3/4/2019,16:28,Cash,173.16,4.761904762,8.658,8 402 | 110-05-6330,C,Naypyitaw,Normal,Female,Food and beverages,39.43,6,11.829,248.409,3/25/2019,20:18,Credit card,236.58,4.761904762,11.829,9.4 403 | 651-61-0874,C,Naypyitaw,Normal,Male,Home and lifestyle,46.22,4,9.244,194.124,3/12/2019,20:04,Credit card,184.88,4.761904762,9.244,6.2 404 | 236-86-3015,C,Naypyitaw,Member,Male,Home and lifestyle,13.98,1,0.699,14.679,2/4/2019,13:38,Ewallet,13.98,4.761904762,0.699,9.8 405 | 831-64-0259,B,Mandalay,Normal,Female,Fashion accessories,39.75,5,9.9375,208.6875,2/22/2019,10:43,Ewallet,198.75,4.761904762,9.9375,9.6 406 | 587-03-7455,C,Naypyitaw,Member,Female,Fashion accessories,97.79,7,34.2265,718.7565,2/16/2019,17:30,Ewallet,684.53,4.761904762,34.2265,4.9 407 | 882-40-4577,A,Yangon,Member,Male,Sports and travel,67.26,4,13.452,282.492,1/19/2019,15:28,Credit card,269.04,4.761904762,13.452,8 408 | 732-67-5346,A,Yangon,Normal,Male,Food and beverages,13.79,5,3.4475,72.3975,1/11/2019,19:07,Credit card,68.95,4.761904762,3.4475,7.8 409 | 725-32-9708,B,Mandalay,Member,Female,Fashion accessories,68.71,4,13.742,288.582,1/4/2019,19:01,Cash,274.84,4.761904762,13.742,4.1 410 | 256-08-8343,A,Yangon,Normal,Female,Home and lifestyle,56.53,4,11.306,237.426,3/4/2019,19:48,Ewallet,226.12,4.761904762,11.306,5.5 411 | 372-26-1506,C,Naypyitaw,Normal,Female,Fashion accessories,23.82,5,5.955,125.055,1/28/2019,19:24,Ewallet,119.1,4.761904762,5.955,5.4 412 | 244-08-0162,B,Mandalay,Normal,Female,Health and beauty,34.21,10,17.105,359.205,1/2/2019,13:00,Cash,342.1,4.761904762,17.105,5.1 413 | 569-71-4390,B,Mandalay,Normal,Male,Sports and travel,21.87,2,2.187,45.927,1/25/2019,14:29,Ewallet,43.74,4.761904762,2.187,6.9 414 | 132-23-6451,A,Yangon,Member,Male,Health and beauty,20.97,5,5.2425,110.0925,1/4/2019,13:21,Cash,104.85,4.761904762,5.2425,7.8 415 | 696-90-2548,A,Yangon,Normal,Male,Sports and travel,25.84,3,3.876,81.396,3/10/2019,18:55,Ewallet,77.52,4.761904762,3.876,6.6 416 | 472-15-9636,A,Yangon,Normal,Male,Home and lifestyle,50.93,8,20.372,427.812,3/22/2019,19:36,Ewallet,407.44,4.761904762,20.372,9.2 417 | 268-03-6164,B,Mandalay,Normal,Male,Health and beauty,96.11,1,4.8055,100.9155,1/25/2019,16:28,Ewallet,96.11,4.761904762,4.8055,7.8 418 | 750-57-9686,C,Naypyitaw,Normal,Female,Home and lifestyle,45.38,4,9.076,190.596,1/8/2019,13:48,Credit card,181.52,4.761904762,9.076,8.7 419 | 186-09-3669,C,Naypyitaw,Member,Female,Health and beauty,81.51,1,4.0755,85.5855,1/22/2019,10:57,Ewallet,81.51,4.761904762,4.0755,9.2 420 | 848-07-1692,B,Mandalay,Normal,Female,Health and beauty,57.22,2,5.722,120.162,1/12/2019,17:13,Ewallet,114.44,4.761904762,5.722,8.3 421 | 745-71-3520,A,Yangon,Member,Female,Electronic accessories,25.22,7,8.827,185.367,2/4/2019,10:23,Cash,176.54,4.761904762,8.827,8.2 422 | 266-76-6436,C,Naypyitaw,Member,Female,Food and beverages,38.6,3,5.79,121.59,3/28/2019,13:57,Ewallet,115.8,4.761904762,5.79,7.5 423 | 740-22-2500,C,Naypyitaw,Normal,Female,Electronic accessories,84.05,3,12.6075,264.7575,1/23/2019,13:29,Cash,252.15,4.761904762,12.6075,9.8 424 | 271-88-8734,C,Naypyitaw,Member,Female,Fashion accessories,97.21,10,48.605,1020.705,2/8/2019,13:00,Credit card,972.1,4.761904762,48.605,8.7 425 | 301-81-8610,B,Mandalay,Member,Male,Fashion accessories,25.42,8,10.168,213.528,3/19/2019,19:42,Credit card,203.36,4.761904762,10.168,6.7 426 | 489-64-4354,C,Naypyitaw,Normal,Male,Fashion accessories,16.28,1,0.814,17.094,3/9/2019,15:36,Cash,16.28,4.761904762,0.814,5 427 | 198-84-7132,B,Mandalay,Member,Male,Fashion accessories,40.61,9,18.2745,383.7645,1/2/2019,13:40,Cash,365.49,4.761904762,18.2745,7 428 | 269-10-8440,A,Yangon,Member,Male,Health and beauty,53.17,7,18.6095,390.7995,1/21/2019,18:01,Cash,372.19,4.761904762,18.6095,8.9 429 | 650-98-6268,B,Mandalay,Member,Female,Food and beverages,20.87,3,3.1305,65.7405,3/20/2019,13:53,Credit card,62.61,4.761904762,3.1305,8 430 | 741-73-3559,B,Mandalay,Normal,Male,Sports and travel,67.27,5,16.8175,353.1675,2/27/2019,17:27,Cash,336.35,4.761904762,16.8175,6.9 431 | 325-77-6186,A,Yangon,Member,Female,Home and lifestyle,90.65,10,45.325,951.825,3/8/2019,10:53,Ewallet,906.5,4.761904762,45.325,7.3 432 | 286-75-7818,B,Mandalay,Normal,Male,Fashion accessories,69.08,2,6.908,145.068,1/31/2019,19:48,Credit card,138.16,4.761904762,6.908,6.9 433 | 574-57-9721,C,Naypyitaw,Normal,Male,Food and beverages,43.27,2,4.327,90.867,3/8/2019,16:53,Ewallet,86.54,4.761904762,4.327,5.7 434 | 459-50-7686,A,Yangon,Normal,Female,Electronic accessories,23.46,6,7.038,147.798,1/13/2019,19:14,Ewallet,140.76,4.761904762,7.038,6.4 435 | 616-87-0016,B,Mandalay,Normal,Male,Fashion accessories,95.54,7,33.439,702.219,3/9/2019,14:36,Credit card,668.78,4.761904762,33.439,9.6 436 | 837-55-7229,B,Mandalay,Normal,Female,Fashion accessories,47.44,1,2.372,49.812,2/22/2019,18:19,Credit card,47.44,4.761904762,2.372,6.8 437 | 751-69-0068,C,Naypyitaw,Normal,Male,Sports and travel,99.24,9,44.658,937.818,3/19/2019,19:09,Ewallet,893.16,4.761904762,44.658,9 438 | 257-73-1380,C,Naypyitaw,Member,Male,Sports and travel,82.93,4,16.586,348.306,1/20/2019,16:51,Ewallet,331.72,4.761904762,16.586,9.6 439 | 345-08-4992,A,Yangon,Normal,Male,Home and lifestyle,33.99,6,10.197,214.137,3/8/2019,15:37,Credit card,203.94,4.761904762,10.197,7.7 440 | 549-96-4200,C,Naypyitaw,Member,Male,Food and beverages,17.04,4,3.408,71.568,3/8/2019,20:15,Ewallet,68.16,4.761904762,3.408,7 441 | 810-60-6344,C,Naypyitaw,Normal,Female,Electronic accessories,40.86,8,16.344,343.224,2/7/2019,14:38,Credit card,326.88,4.761904762,16.344,6.5 442 | 450-28-2866,C,Naypyitaw,Member,Male,Food and beverages,17.44,5,4.36,91.56,1/15/2019,19:25,Cash,87.2,4.761904762,4.36,8.1 443 | 394-30-3170,B,Mandalay,Member,Female,Sports and travel,88.43,8,35.372,742.812,3/22/2019,19:35,Credit card,707.44,4.761904762,35.372,4.3 444 | 138-17-5109,A,Yangon,Member,Female,Home and lifestyle,89.21,9,40.1445,843.0345,1/15/2019,15:42,Credit card,802.89,4.761904762,40.1445,6.5 445 | 192-98-7397,C,Naypyitaw,Normal,Male,Fashion accessories,12.78,1,0.639,13.419,1/8/2019,14:11,Ewallet,12.78,4.761904762,0.639,9.5 446 | 301-11-9629,A,Yangon,Normal,Female,Sports and travel,19.1,7,6.685,140.385,1/15/2019,10:43,Cash,133.7,4.761904762,6.685,9.7 447 | 390-80-5128,B,Mandalay,Member,Female,Health and beauty,19.15,1,0.9575,20.1075,1/28/2019,17:58,Credit card,19.15,4.761904762,0.9575,9.5 448 | 235-46-8343,C,Naypyitaw,Member,Male,Food and beverages,27.66,10,13.83,290.43,2/14/2019,11:26,Credit card,276.6,4.761904762,13.83,8.9 449 | 453-12-7053,C,Naypyitaw,Normal,Male,Fashion accessories,45.74,3,6.861,144.081,3/10/2019,17:38,Credit card,137.22,4.761904762,6.861,6.5 450 | 296-11-7041,B,Mandalay,Member,Female,Health and beauty,27.07,1,1.3535,28.4235,1/12/2019,20:07,Credit card,27.07,4.761904762,1.3535,5.3 451 | 449-27-2918,B,Mandalay,Member,Female,Sports and travel,39.12,1,1.956,41.076,3/26/2019,11:02,Credit card,39.12,4.761904762,1.956,9.6 452 | 891-01-7034,B,Mandalay,Normal,Female,Electronic accessories,74.71,6,22.413,470.673,1/1/2019,19:07,Cash,448.26,4.761904762,22.413,6.7 453 | 744-09-5786,B,Mandalay,Normal,Male,Electronic accessories,22.01,6,6.603,138.663,1/2/2019,18:50,Cash,132.06,4.761904762,6.603,7.6 454 | 727-17-0390,A,Yangon,Normal,Female,Food and beverages,63.61,5,15.9025,333.9525,3/16/2019,12:43,Ewallet,318.05,4.761904762,15.9025,4.8 455 | 568-88-3448,A,Yangon,Normal,Male,Health and beauty,25,1,1.25,26.25,3/3/2019,15:09,Ewallet,25,4.761904762,1.25,5.5 456 | 187-83-5490,A,Yangon,Member,Male,Electronic accessories,20.77,4,4.154,87.234,1/31/2019,13:47,Cash,83.08,4.761904762,4.154,4.7 457 | 767-54-1907,B,Mandalay,Member,Female,Fashion accessories,29.56,5,7.39,155.19,2/13/2019,16:59,Cash,147.8,4.761904762,7.39,6.9 458 | 710-46-4433,B,Mandalay,Member,Female,Food and beverages,77.4,9,34.83,731.43,2/15/2019,14:15,Credit card,696.6,4.761904762,34.83,4.5 459 | 533-33-5337,B,Mandalay,Normal,Male,Electronic accessories,79.39,10,39.695,833.595,2/7/2019,20:24,Cash,793.9,4.761904762,39.695,6.2 460 | 325-90-8763,C,Naypyitaw,Member,Female,Electronic accessories,46.57,10,23.285,488.985,1/27/2019,13:58,Cash,465.7,4.761904762,23.285,7.6 461 | 729-46-7422,C,Naypyitaw,Normal,Male,Food and beverages,35.89,1,1.7945,37.6845,2/23/2019,16:52,Credit card,35.89,4.761904762,1.7945,7.9 462 | 639-76-1242,C,Naypyitaw,Normal,Male,Food and beverages,40.52,5,10.13,212.73,2/3/2019,15:19,Cash,202.6,4.761904762,10.13,4.5 463 | 234-03-4040,B,Mandalay,Member,Female,Food and beverages,73.05,10,36.525,767.025,3/3/2019,12:25,Credit card,730.5,4.761904762,36.525,8.7 464 | 326-71-2155,C,Naypyitaw,Normal,Female,Sports and travel,73.95,4,14.79,310.59,2/3/2019,10:02,Cash,295.8,4.761904762,14.79,6.1 465 | 320-32-8842,C,Naypyitaw,Member,Female,Food and beverages,22.62,1,1.131,23.751,3/17/2019,18:58,Cash,22.62,4.761904762,1.131,6.4 466 | 470-32-9057,A,Yangon,Member,Male,Food and beverages,51.34,5,12.835,269.535,3/28/2019,15:31,Credit card,256.7,4.761904762,12.835,9.1 467 | 878-30-2331,C,Naypyitaw,Member,Female,Sports and travel,54.55,10,27.275,572.775,3/2/2019,11:22,Credit card,545.5,4.761904762,27.275,7.1 468 | 440-59-5691,C,Naypyitaw,Member,Female,Health and beauty,37.15,7,13.0025,273.0525,2/8/2019,13:12,Credit card,260.05,4.761904762,13.0025,7.7 469 | 554-53-3790,B,Mandalay,Normal,Male,Sports and travel,37.02,6,11.106,233.226,3/22/2019,18:33,Cash,222.12,4.761904762,11.106,4.5 470 | 746-19-0921,C,Naypyitaw,Normal,Male,Food and beverages,21.58,1,1.079,22.659,2/9/2019,10:02,Ewallet,21.58,4.761904762,1.079,7.2 471 | 233-34-0817,C,Naypyitaw,Member,Female,Electronic accessories,98.84,1,4.942,103.782,2/15/2019,11:21,Cash,98.84,4.761904762,4.942,8.4 472 | 767-05-1286,C,Naypyitaw,Member,Female,Home and lifestyle,83.77,6,25.131,527.751,1/23/2019,12:10,Ewallet,502.62,4.761904762,25.131,5.4 473 | 340-21-9136,A,Yangon,Member,Female,Sports and travel,40.05,4,8.01,168.21,1/25/2019,11:40,Cash,160.2,4.761904762,8.01,9.7 474 | 405-31-3305,A,Yangon,Member,Male,Fashion accessories,43.13,10,21.565,452.865,2/2/2019,18:31,Credit card,431.3,4.761904762,21.565,5.5 475 | 731-59-7531,B,Mandalay,Member,Male,Health and beauty,72.57,8,29.028,609.588,3/30/2019,17:58,Cash,580.56,4.761904762,29.028,4.6 476 | 676-39-6028,A,Yangon,Member,Female,Electronic accessories,64.44,5,16.11,338.31,3/30/2019,17:04,Cash,322.2,4.761904762,16.11,6.6 477 | 502-05-1910,A,Yangon,Normal,Male,Health and beauty,65.18,3,9.777,205.317,2/25/2019,20:35,Credit card,195.54,4.761904762,9.777,6.3 478 | 485-30-8700,A,Yangon,Normal,Female,Sports and travel,33.26,5,8.315,174.615,3/18/2019,16:10,Credit card,166.3,4.761904762,8.315,4.2 479 | 598-47-9715,C,Naypyitaw,Normal,Male,Electronic accessories,84.07,4,16.814,353.094,3/7/2019,16:54,Ewallet,336.28,4.761904762,16.814,4.4 480 | 701-69-8742,B,Mandalay,Normal,Male,Sports and travel,34.37,10,17.185,360.885,3/16/2019,10:11,Ewallet,343.7,4.761904762,17.185,6.7 481 | 575-67-1508,A,Yangon,Normal,Male,Electronic accessories,38.6,1,1.93,40.53,1/29/2019,11:26,Ewallet,38.6,4.761904762,1.93,6.7 482 | 541-08-3113,C,Naypyitaw,Normal,Male,Food and beverages,65.97,8,26.388,554.148,2/2/2019,20:29,Cash,527.76,4.761904762,26.388,8.4 483 | 246-11-3901,C,Naypyitaw,Normal,Female,Electronic accessories,32.8,10,16.4,344.4,2/15/2019,12:12,Cash,328,4.761904762,16.4,6.2 484 | 674-15-9296,A,Yangon,Normal,Male,Sports and travel,37.14,5,9.285,194.985,1/8/2019,13:05,Ewallet,185.7,4.761904762,9.285,5 485 | 305-18-3552,B,Mandalay,Member,Male,Home and lifestyle,60.38,10,30.19,633.99,2/12/2019,16:19,Cash,603.8,4.761904762,30.19,6 486 | 493-65-6248,C,Naypyitaw,Member,Female,Sports and travel,36.98,10,18.49,388.29,1/1/2019,19:48,Credit card,369.8,4.761904762,18.49,7 487 | 438-01-4015,B,Mandalay,Member,Female,Sports and travel,49.49,4,9.898,207.858,3/21/2019,15:25,Ewallet,197.96,4.761904762,9.898,6.6 488 | 709-58-4068,B,Mandalay,Normal,Female,Fashion accessories,41.09,10,20.545,431.445,2/28/2019,14:42,Cash,410.9,4.761904762,20.545,7.3 489 | 795-49-7276,A,Yangon,Normal,Male,Fashion accessories,37.15,4,7.43,156.03,3/23/2019,18:59,Ewallet,148.6,4.761904762,7.43,8.3 490 | 556-72-8512,C,Naypyitaw,Normal,Male,Home and lifestyle,22.96,1,1.148,24.108,1/30/2019,20:47,Cash,22.96,4.761904762,1.148,4.3 491 | 627-95-3243,B,Mandalay,Member,Female,Home and lifestyle,77.68,9,34.956,734.076,2/4/2019,13:21,Ewallet,699.12,4.761904762,34.956,9.8 492 | 686-41-0932,B,Mandalay,Normal,Female,Fashion accessories,34.7,2,3.47,72.87,3/13/2019,19:48,Ewallet,69.4,4.761904762,3.47,8.2 493 | 510-09-5628,A,Yangon,Member,Female,Fashion accessories,19.66,10,9.83,206.43,3/15/2019,18:20,Credit card,196.6,4.761904762,9.83,7.2 494 | 608-04-3797,B,Mandalay,Member,Female,Health and beauty,25.32,8,10.128,212.688,3/5/2019,20:24,Ewallet,202.56,4.761904762,10.128,8.7 495 | 148-82-2527,C,Naypyitaw,Member,Female,Home and lifestyle,12.12,10,6.06,127.26,3/5/2019,13:44,Credit card,121.2,4.761904762,6.06,8.4 496 | 437-53-3084,B,Mandalay,Normal,Male,Fashion accessories,99.89,2,9.989,209.769,2/26/2019,11:48,Ewallet,199.78,4.761904762,9.989,7.1 497 | 632-32-4574,B,Mandalay,Normal,Male,Sports and travel,75.92,8,30.368,637.728,3/20/2019,14:14,Cash,607.36,4.761904762,30.368,5.5 498 | 556-97-7101,C,Naypyitaw,Normal,Female,Electronic accessories,63.22,2,6.322,132.762,1/1/2019,15:51,Cash,126.44,4.761904762,6.322,8.5 499 | 862-59-8517,C,Naypyitaw,Normal,Female,Food and beverages,90.24,6,27.072,568.512,1/27/2019,11:17,Cash,541.44,4.761904762,27.072,6.2 500 | 401-18-8016,B,Mandalay,Member,Female,Sports and travel,98.13,1,4.9065,103.0365,1/21/2019,17:36,Cash,98.13,4.761904762,4.9065,8.9 501 | 420-18-8989,A,Yangon,Member,Female,Sports and travel,51.52,8,20.608,432.768,2/2/2019,15:47,Cash,412.16,4.761904762,20.608,9.6 502 | 277-63-2961,B,Mandalay,Member,Male,Sports and travel,73.97,1,3.6985,77.6685,2/3/2019,15:53,Credit card,73.97,4.761904762,3.6985,5.4 503 | 573-98-8548,C,Naypyitaw,Member,Female,Fashion accessories,31.9,1,1.595,33.495,1/5/2019,12:40,Ewallet,31.9,4.761904762,1.595,9.1 504 | 620-02-2046,C,Naypyitaw,Normal,Male,Home and lifestyle,69.4,2,6.94,145.74,1/27/2019,19:48,Ewallet,138.8,4.761904762,6.94,9 505 | 282-35-2475,B,Mandalay,Normal,Female,Sports and travel,93.31,2,9.331,195.951,3/25/2019,17:53,Cash,186.62,4.761904762,9.331,6.3 506 | 511-54-3087,B,Mandalay,Normal,Male,Sports and travel,88.45,1,4.4225,92.8725,2/25/2019,16:36,Credit card,88.45,4.761904762,4.4225,9.5 507 | 726-29-6793,A,Yangon,Member,Male,Electronic accessories,24.18,8,9.672,203.112,1/28/2019,20:54,Ewallet,193.44,4.761904762,9.672,9.8 508 | 387-49-4215,B,Mandalay,Member,Female,Sports and travel,48.5,3,7.275,152.775,1/8/2019,12:50,Cash,145.5,4.761904762,7.275,6.7 509 | 862-17-9201,B,Mandalay,Normal,Female,Food and beverages,84.05,6,25.215,529.515,1/29/2019,10:48,Credit card,504.3,4.761904762,25.215,7.7 510 | 291-21-5991,B,Mandalay,Member,Male,Health and beauty,61.29,5,15.3225,321.7725,3/29/2019,14:28,Cash,306.45,4.761904762,15.3225,7 511 | 602-80-9671,C,Naypyitaw,Member,Female,Home and lifestyle,15.95,6,4.785,100.485,2/9/2019,17:15,Credit card,95.7,4.761904762,4.785,5.1 512 | 347-72-6115,B,Mandalay,Member,Female,Sports and travel,90.74,7,31.759,666.939,1/16/2019,18:03,Credit card,635.18,4.761904762,31.759,6.2 513 | 209-61-0206,A,Yangon,Normal,Female,Home and lifestyle,42.91,5,10.7275,225.2775,1/5/2019,17:29,Ewallet,214.55,4.761904762,10.7275,6.1 514 | 595-27-4851,A,Yangon,Normal,Female,Fashion accessories,54.28,7,18.998,398.958,1/27/2019,18:05,Ewallet,379.96,4.761904762,18.998,9.3 515 | 189-52-0236,A,Yangon,Normal,Male,Electronic accessories,99.55,7,34.8425,731.6925,3/14/2019,12:07,Cash,696.85,4.761904762,34.8425,7.6 516 | 503-07-0930,C,Naypyitaw,Member,Male,Sports and travel,58.39,7,20.4365,429.1665,2/23/2019,19:49,Credit card,408.73,4.761904762,20.4365,8.2 517 | 413-20-6708,C,Naypyitaw,Member,Female,Fashion accessories,51.47,1,2.5735,54.0435,3/18/2019,15:52,Ewallet,51.47,4.761904762,2.5735,8.5 518 | 425-85-2085,B,Mandalay,Member,Male,Health and beauty,54.86,5,13.715,288.015,3/29/2019,16:48,Ewallet,274.3,4.761904762,13.715,9.8 519 | 521-18-7827,C,Naypyitaw,Member,Male,Home and lifestyle,39.39,5,9.8475,206.7975,1/22/2019,20:46,Credit card,196.95,4.761904762,9.8475,8.7 520 | 220-28-1851,A,Yangon,Normal,Male,Home and lifestyle,34.73,2,3.473,72.933,3/1/2019,18:14,Ewallet,69.46,4.761904762,3.473,9.7 521 | 600-38-9738,C,Naypyitaw,Member,Male,Sports and travel,71.92,5,17.98,377.58,1/17/2019,15:05,Credit card,359.6,4.761904762,17.98,4.3 522 | 734-91-1155,B,Mandalay,Normal,Female,Electronic accessories,45.71,3,6.8565,143.9865,3/26/2019,10:34,Credit card,137.13,4.761904762,6.8565,7.7 523 | 451-28-5717,C,Naypyitaw,Member,Female,Home and lifestyle,83.17,6,24.951,523.971,3/20/2019,11:23,Cash,499.02,4.761904762,24.951,7.3 524 | 609-81-8548,A,Yangon,Member,Female,Home and lifestyle,37.44,6,11.232,235.872,2/6/2019,13:55,Credit card,224.64,4.761904762,11.232,5.9 525 | 133-14-7229,C,Naypyitaw,Normal,Male,Health and beauty,62.87,2,6.287,132.027,1/1/2019,11:43,Cash,125.74,4.761904762,6.287,5 526 | 534-01-4457,A,Yangon,Normal,Male,Food and beverages,81.71,6,24.513,514.773,1/27/2019,14:36,Credit card,490.26,4.761904762,24.513,8 527 | 719-89-8991,A,Yangon,Member,Female,Sports and travel,91.41,5,22.8525,479.9025,2/25/2019,16:03,Ewallet,457.05,4.761904762,22.8525,7.1 528 | 286-62-6248,B,Mandalay,Normal,Male,Fashion accessories,39.21,4,7.842,164.682,1/16/2019,20:03,Credit card,156.84,4.761904762,7.842,9 529 | 339-38-9982,B,Mandalay,Member,Male,Fashion accessories,59.86,2,5.986,125.706,1/13/2019,14:55,Ewallet,119.72,4.761904762,5.986,6.7 530 | 827-44-5872,B,Mandalay,Member,Female,Food and beverages,54.36,10,27.18,570.78,2/7/2019,11:28,Credit card,543.6,4.761904762,27.18,6.1 531 | 827-77-7633,A,Yangon,Normal,Male,Sports and travel,98.09,9,44.1405,926.9505,2/17/2019,19:41,Cash,882.81,4.761904762,44.1405,9.3 532 | 287-83-1405,A,Yangon,Normal,Male,Health and beauty,25.43,6,7.629,160.209,2/12/2019,19:01,Ewallet,152.58,4.761904762,7.629,7 533 | 435-13-4908,A,Yangon,Member,Male,Fashion accessories,86.68,8,34.672,728.112,1/24/2019,18:04,Credit card,693.44,4.761904762,34.672,7.2 534 | 857-67-9057,B,Mandalay,Normal,Male,Electronic accessories,22.95,10,11.475,240.975,2/6/2019,19:20,Ewallet,229.5,4.761904762,11.475,8.2 535 | 236-27-1144,C,Naypyitaw,Normal,Female,Food and beverages,16.31,9,7.3395,154.1295,3/26/2019,10:31,Ewallet,146.79,4.761904762,7.3395,8.4 536 | 892-05-6689,A,Yangon,Normal,Female,Home and lifestyle,28.32,5,7.08,148.68,3/11/2019,13:28,Ewallet,141.6,4.761904762,7.08,6.2 537 | 583-41-4548,C,Naypyitaw,Normal,Male,Home and lifestyle,16.67,7,5.8345,122.5245,2/7/2019,11:36,Ewallet,116.69,4.761904762,5.8345,7.4 538 | 339-12-4827,B,Mandalay,Member,Female,Fashion accessories,73.96,1,3.698,77.658,1/5/2019,11:32,Credit card,73.96,4.761904762,3.698,5 539 | 643-38-7867,A,Yangon,Normal,Male,Home and lifestyle,97.94,1,4.897,102.837,3/7/2019,11:44,Ewallet,97.94,4.761904762,4.897,6.9 540 | 308-81-0538,A,Yangon,Normal,Female,Fashion accessories,73.05,4,14.61,306.81,2/25/2019,17:16,Credit card,292.2,4.761904762,14.61,4.9 541 | 358-88-9262,C,Naypyitaw,Member,Female,Food and beverages,87.48,6,26.244,551.124,2/1/2019,18:43,Ewallet,524.88,4.761904762,26.244,5.1 542 | 460-35-4390,A,Yangon,Normal,Male,Home and lifestyle,30.68,3,4.602,96.642,1/22/2019,11:00,Ewallet,92.04,4.761904762,4.602,9.1 543 | 343-87-0864,C,Naypyitaw,Member,Male,Health and beauty,75.88,1,3.794,79.674,1/3/2019,10:30,Credit card,75.88,4.761904762,3.794,7.1 544 | 173-50-1108,B,Mandalay,Member,Female,Sports and travel,20.18,4,4.036,84.756,2/13/2019,12:14,Credit card,80.72,4.761904762,4.036,5 545 | 243-47-2663,C,Naypyitaw,Member,Male,Electronic accessories,18.77,6,5.631,118.251,1/28/2019,16:43,Credit card,112.62,4.761904762,5.631,5.5 546 | 841-18-8232,B,Mandalay,Normal,Female,Food and beverages,71.2,1,3.56,74.76,1/5/2019,20:40,Credit card,71.2,4.761904762,3.56,9.2 547 | 701-23-5550,B,Mandalay,Member,Male,Home and lifestyle,38.81,4,7.762,163.002,3/19/2019,13:40,Ewallet,155.24,4.761904762,7.762,4.9 548 | 647-50-1224,A,Yangon,Normal,Female,Fashion accessories,29.42,10,14.71,308.91,1/12/2019,16:23,Ewallet,294.2,4.761904762,14.71,8.9 549 | 541-48-8554,A,Yangon,Normal,Male,Sports and travel,60.95,9,27.4275,575.9775,1/7/2019,12:08,Credit card,548.55,4.761904762,27.4275,6 550 | 539-21-7227,B,Mandalay,Normal,Female,Sports and travel,51.54,5,12.885,270.585,1/26/2019,17:45,Cash,257.7,4.761904762,12.885,4.2 551 | 213-32-1216,A,Yangon,Normal,Female,Electronic accessories,66.06,6,19.818,416.178,1/23/2019,10:28,Cash,396.36,4.761904762,19.818,7.3 552 | 747-58-7183,B,Mandalay,Normal,Male,Fashion accessories,57.27,3,8.5905,180.4005,2/9/2019,20:31,Ewallet,171.81,4.761904762,8.5905,6.5 553 | 582-52-8065,B,Mandalay,Normal,Female,Fashion accessories,54.31,9,24.4395,513.2295,2/22/2019,10:49,Cash,488.79,4.761904762,24.4395,8.9 554 | 210-57-1719,B,Mandalay,Normal,Female,Health and beauty,58.24,9,26.208,550.368,2/5/2019,12:34,Cash,524.16,4.761904762,26.208,9.7 555 | 399-69-4630,C,Naypyitaw,Normal,Male,Electronic accessories,22.21,6,6.663,139.923,3/7/2019,10:23,Credit card,133.26,4.761904762,6.663,8.6 556 | 134-75-2619,A,Yangon,Member,Male,Electronic accessories,19.32,7,6.762,142.002,3/25/2019,18:51,Cash,135.24,4.761904762,6.762,6.9 557 | 356-44-8813,B,Mandalay,Normal,Male,Home and lifestyle,37.48,3,5.622,118.062,1/20/2019,13:45,Credit card,112.44,4.761904762,5.622,7.7 558 | 198-66-9832,B,Mandalay,Member,Female,Fashion accessories,72.04,2,7.204,151.284,2/4/2019,19:38,Cash,144.08,4.761904762,7.204,9.5 559 | 283-26-5248,C,Naypyitaw,Member,Female,Food and beverages,98.52,10,49.26,1034.46,1/30/2019,20:23,Ewallet,985.2,4.761904762,49.26,4.5 560 | 712-39-0363,A,Yangon,Member,Male,Food and beverages,41.66,6,12.498,262.458,1/2/2019,15:24,Ewallet,249.96,4.761904762,12.498,5.6 561 | 218-59-9410,A,Yangon,Member,Female,Home and lifestyle,72.42,3,10.863,228.123,3/29/2019,16:54,Ewallet,217.26,4.761904762,10.863,8.2 562 | 174-75-0888,B,Mandalay,Normal,Male,Electronic accessories,21.58,9,9.711,203.931,3/14/2019,12:32,Cash,194.22,4.761904762,9.711,7.3 563 | 866-99-7614,C,Naypyitaw,Normal,Male,Food and beverages,89.2,10,44.6,936.6,2/11/2019,15:42,Credit card,892,4.761904762,44.6,4.4 564 | 134-54-4720,B,Mandalay,Normal,Female,Electronic accessories,42.42,8,16.968,356.328,1/30/2019,13:58,Ewallet,339.36,4.761904762,16.968,5.7 565 | 760-90-2357,A,Yangon,Member,Male,Electronic accessories,74.51,6,22.353,469.413,3/20/2019,15:08,Ewallet,447.06,4.761904762,22.353,5 566 | 514-37-2845,B,Mandalay,Normal,Male,Fashion accessories,99.25,2,9.925,208.425,3/20/2019,13:02,Cash,198.5,4.761904762,9.925,9 567 | 698-98-5964,A,Yangon,Normal,Female,Food and beverages,81.21,10,40.605,852.705,1/17/2019,13:01,Credit card,812.1,4.761904762,40.605,6.3 568 | 718-57-9773,C,Naypyitaw,Normal,Female,Sports and travel,49.33,10,24.665,517.965,2/3/2019,16:40,Credit card,493.3,4.761904762,24.665,9.4 569 | 651-88-7328,A,Yangon,Normal,Female,Fashion accessories,65.74,9,29.583,621.243,1/1/2019,13:55,Cash,591.66,4.761904762,29.583,7.7 570 | 241-11-2261,B,Mandalay,Normal,Female,Fashion accessories,79.86,7,27.951,586.971,1/10/2019,10:33,Credit card,559.02,4.761904762,27.951,5.5 571 | 408-26-9866,C,Naypyitaw,Normal,Female,Sports and travel,73.98,7,25.893,543.753,3/2/2019,16:42,Ewallet,517.86,4.761904762,25.893,4.1 572 | 834-83-1826,B,Mandalay,Member,Female,Home and lifestyle,82.04,5,20.51,430.71,2/25/2019,17:16,Credit card,410.2,4.761904762,20.51,7.6 573 | 343-61-3544,B,Mandalay,Member,Male,Sports and travel,26.67,10,13.335,280.035,1/29/2019,11:48,Cash,266.7,4.761904762,13.335,8.6 574 | 239-48-4278,A,Yangon,Member,Male,Food and beverages,10.13,7,3.5455,74.4555,3/10/2019,19:35,Ewallet,70.91,4.761904762,3.5455,8.3 575 | 355-34-6244,B,Mandalay,Normal,Male,Food and beverages,72.39,2,7.239,152.019,1/13/2019,19:55,Credit card,144.78,4.761904762,7.239,8.1 576 | 550-84-8664,A,Yangon,Normal,Male,Sports and travel,85.91,5,21.4775,451.0275,3/22/2019,14:33,Credit card,429.55,4.761904762,21.4775,8.6 577 | 339-96-8318,B,Mandalay,Member,Male,Fashion accessories,81.31,7,28.4585,597.6285,3/1/2019,19:49,Ewallet,569.17,4.761904762,28.4585,6.3 578 | 458-61-0011,B,Mandalay,Normal,Male,Food and beverages,60.3,4,12.06,253.26,2/20/2019,18:43,Cash,241.2,4.761904762,12.06,5.8 579 | 592-34-6155,C,Naypyitaw,Normal,Male,Food and beverages,31.77,4,6.354,133.434,1/14/2019,14:43,Ewallet,127.08,4.761904762,6.354,6.2 580 | 797-88-0493,A,Yangon,Normal,Female,Health and beauty,64.27,4,12.854,269.934,3/26/2019,13:54,Cash,257.08,4.761904762,12.854,7.7 581 | 207-73-1363,B,Mandalay,Normal,Male,Health and beauty,69.51,2,6.951,145.971,3/1/2019,12:15,Ewallet,139.02,4.761904762,6.951,8.1 582 | 390-31-6381,C,Naypyitaw,Normal,Male,Food and beverages,27.22,3,4.083,85.743,1/7/2019,12:37,Cash,81.66,4.761904762,4.083,7.3 583 | 443-82-0585,A,Yangon,Member,Female,Health and beauty,77.68,4,15.536,326.256,2/1/2019,19:54,Cash,310.72,4.761904762,15.536,8.4 584 | 339-18-7061,C,Naypyitaw,Member,Female,Fashion accessories,92.98,2,9.298,195.258,2/13/2019,15:06,Credit card,185.96,4.761904762,9.298,8 585 | 359-90-3665,B,Mandalay,Member,Female,Fashion accessories,18.08,4,3.616,75.936,1/14/2019,18:03,Credit card,72.32,4.761904762,3.616,9.5 586 | 375-72-3056,B,Mandalay,Normal,Male,Sports and travel,63.06,3,9.459,198.639,1/19/2019,15:58,Ewallet,189.18,4.761904762,9.459,7 587 | 127-47-6963,A,Yangon,Normal,Male,Health and beauty,51.71,4,10.342,217.182,3/9/2019,13:53,Credit card,206.84,4.761904762,10.342,9.8 588 | 278-86-2735,A,Yangon,Normal,Female,Food and beverages,52.34,3,7.851,164.871,3/27/2019,14:03,Cash,157.02,4.761904762,7.851,9.2 589 | 695-28-6250,A,Yangon,Normal,Female,Sports and travel,43.06,5,10.765,226.065,2/4/2019,16:38,Ewallet,215.3,4.761904762,10.765,7.7 590 | 379-17-6588,C,Naypyitaw,Normal,Male,Fashion accessories,59.61,10,29.805,625.905,3/14/2019,11:07,Cash,596.1,4.761904762,29.805,5.3 591 | 227-50-3718,A,Yangon,Normal,Male,Health and beauty,14.62,5,3.655,76.755,3/4/2019,12:23,Cash,73.1,4.761904762,3.655,4.4 592 | 302-15-2162,C,Naypyitaw,Member,Male,Health and beauty,46.53,6,13.959,293.139,3/3/2019,10:54,Credit card,279.18,4.761904762,13.959,4.3 593 | 788-07-8452,C,Naypyitaw,Member,Female,Home and lifestyle,24.24,7,8.484,178.164,1/27/2019,17:38,Ewallet,169.68,4.761904762,8.484,9.4 594 | 560-49-6611,A,Yangon,Member,Female,Sports and travel,45.58,1,2.279,47.859,2/7/2019,14:13,Cash,45.58,4.761904762,2.279,9.8 595 | 880-35-0356,A,Yangon,Member,Female,Sports and travel,75.2,3,11.28,236.88,2/5/2019,11:51,Ewallet,225.6,4.761904762,11.28,4.8 596 | 585-11-6748,B,Mandalay,Member,Male,Sports and travel,96.8,3,14.52,304.92,3/15/2019,13:05,Cash,290.4,4.761904762,14.52,5.3 597 | 470-31-3286,B,Mandalay,Normal,Male,Health and beauty,14.82,3,2.223,46.683,3/1/2019,11:30,Credit card,44.46,4.761904762,2.223,8.7 598 | 152-68-2907,A,Yangon,Normal,Male,Food and beverages,52.2,3,7.83,164.43,2/15/2019,13:30,Credit card,156.6,4.761904762,7.83,9.5 599 | 123-35-4896,C,Naypyitaw,Normal,Female,Sports and travel,46.66,9,20.997,440.937,2/17/2019,19:11,Ewallet,419.94,4.761904762,20.997,5.3 600 | 258-69-7810,C,Naypyitaw,Normal,Female,Fashion accessories,36.85,5,9.2125,193.4625,1/26/2019,18:53,Cash,184.25,4.761904762,9.2125,9.2 601 | 334-64-2006,A,Yangon,Member,Female,Home and lifestyle,70.32,2,7.032,147.672,3/24/2019,14:22,Ewallet,140.64,4.761904762,7.032,9.6 602 | 219-61-4139,C,Naypyitaw,Normal,Male,Electronic accessories,83.08,1,4.154,87.234,1/23/2019,17:16,Ewallet,83.08,4.761904762,4.154,6.4 603 | 881-41-7302,C,Naypyitaw,Normal,Female,Fashion accessories,64.99,1,3.2495,68.2395,1/26/2019,10:06,Credit card,64.99,4.761904762,3.2495,4.5 604 | 373-09-4567,C,Naypyitaw,Normal,Male,Food and beverages,77.56,10,38.78,814.38,3/14/2019,20:35,Ewallet,775.6,4.761904762,38.78,6.9 605 | 642-30-6693,B,Mandalay,Normal,Female,Sports and travel,54.51,6,16.353,343.413,3/17/2019,13:54,Ewallet,327.06,4.761904762,16.353,7.8 606 | 484-22-8230,C,Naypyitaw,Member,Female,Fashion accessories,51.89,7,18.1615,381.3915,1/8/2019,20:08,Cash,363.23,4.761904762,18.1615,4.5 607 | 830-58-2383,B,Mandalay,Normal,Male,Home and lifestyle,31.75,4,6.35,133.35,2/8/2019,15:26,Cash,127,4.761904762,6.35,8.6 608 | 559-98-9873,A,Yangon,Member,Female,Fashion accessories,53.65,7,18.7775,394.3275,2/10/2019,12:56,Ewallet,375.55,4.761904762,18.7775,5.2 609 | 544-32-5024,C,Naypyitaw,Member,Female,Food and beverages,49.79,4,9.958,209.118,3/28/2019,19:16,Credit card,199.16,4.761904762,9.958,6.4 610 | 318-12-0304,A,Yangon,Normal,Male,Fashion accessories,30.61,1,1.5305,32.1405,1/23/2019,12:20,Ewallet,30.61,4.761904762,1.5305,5.2 611 | 349-97-8902,B,Mandalay,Member,Male,Food and beverages,57.89,2,5.789,121.569,1/17/2019,10:37,Ewallet,115.78,4.761904762,5.789,8.9 612 | 421-95-9805,A,Yangon,Normal,Female,Electronic accessories,28.96,1,1.448,30.408,2/7/2019,10:18,Credit card,28.96,4.761904762,1.448,6.2 613 | 277-35-5865,C,Naypyitaw,Member,Female,Food and beverages,98.97,9,44.5365,935.2665,3/9/2019,11:23,Cash,890.73,4.761904762,44.5365,6.7 614 | 789-23-8625,B,Mandalay,Member,Male,Fashion accessories,93.22,3,13.983,293.643,1/24/2019,11:45,Cash,279.66,4.761904762,13.983,7.2 615 | 284-54-4231,C,Naypyitaw,Member,Male,Sports and travel,80.93,1,4.0465,84.9765,1/19/2019,16:08,Credit card,80.93,4.761904762,4.0465,9 616 | 443-59-0061,A,Yangon,Member,Male,Food and beverages,67.45,10,33.725,708.225,2/3/2019,11:25,Ewallet,674.5,4.761904762,33.725,4.2 617 | 509-29-3912,A,Yangon,Member,Female,Sports and travel,38.72,9,17.424,365.904,3/20/2019,12:24,Ewallet,348.48,4.761904762,17.424,4.2 618 | 327-40-9673,B,Mandalay,Member,Male,Sports and travel,72.6,6,21.78,457.38,1/13/2019,19:51,Cash,435.6,4.761904762,21.78,6.9 619 | 840-19-2096,C,Naypyitaw,Member,Male,Electronic accessories,87.91,5,21.9775,461.5275,3/14/2019,18:10,Ewallet,439.55,4.761904762,21.9775,4.4 620 | 828-46-6863,A,Yangon,Member,Male,Food and beverages,98.53,6,29.559,620.739,1/23/2019,11:22,Credit card,591.18,4.761904762,29.559,4 621 | 641-96-3695,C,Naypyitaw,Member,Female,Fashion accessories,43.46,6,13.038,273.798,2/7/2019,17:55,Ewallet,260.76,4.761904762,13.038,8.5 622 | 420-97-3340,A,Yangon,Normal,Female,Food and beverages,71.68,3,10.752,225.792,3/28/2019,15:30,Credit card,215.04,4.761904762,10.752,9.2 623 | 436-54-4512,A,Yangon,Member,Female,Food and beverages,91.61,1,4.5805,96.1905,3/20/2019,19:44,Cash,91.61,4.761904762,4.5805,9.8 624 | 670-79-6321,B,Mandalay,Member,Female,Home and lifestyle,94.59,7,33.1065,695.2365,1/17/2019,15:27,Credit card,662.13,4.761904762,33.1065,4.9 625 | 852-62-7105,B,Mandalay,Normal,Female,Fashion accessories,83.25,10,41.625,874.125,1/12/2019,11:25,Credit card,832.5,4.761904762,41.625,4.4 626 | 598-06-7312,B,Mandalay,Member,Male,Fashion accessories,91.35,1,4.5675,95.9175,2/16/2019,15:42,Cash,91.35,4.761904762,4.5675,6.8 627 | 135-13-8269,B,Mandalay,Member,Female,Food and beverages,78.88,2,7.888,165.648,1/26/2019,16:04,Cash,157.76,4.761904762,7.888,9.1 628 | 816-57-2053,A,Yangon,Normal,Male,Sports and travel,60.87,2,6.087,127.827,3/9/2019,12:37,Ewallet,121.74,4.761904762,6.087,8.7 629 | 628-90-8624,B,Mandalay,Member,Male,Health and beauty,82.58,10,41.29,867.09,3/14/2019,14:41,Cash,825.8,4.761904762,41.29,5 630 | 856-66-2701,A,Yangon,Member,Male,Home and lifestyle,53.3,3,7.995,167.895,1/25/2019,14:19,Ewallet,159.9,4.761904762,7.995,7.5 631 | 308-39-1707,A,Yangon,Normal,Female,Fashion accessories,12.09,1,0.6045,12.6945,1/26/2019,18:19,Credit card,12.09,4.761904762,0.6045,8.2 632 | 149-61-1929,A,Yangon,Normal,Male,Sports and travel,64.19,10,32.095,673.995,1/19/2019,14:08,Credit card,641.9,4.761904762,32.095,6.7 633 | 655-07-2265,A,Yangon,Normal,Male,Electronic accessories,78.31,3,11.7465,246.6765,3/5/2019,16:38,Ewallet,234.93,4.761904762,11.7465,5.4 634 | 589-02-8023,A,Yangon,Member,Male,Food and beverages,83.77,2,8.377,175.917,1/15/2019,10:54,Credit card,167.54,4.761904762,8.377,7 635 | 420-04-7590,B,Mandalay,Normal,Male,Home and lifestyle,99.7,3,14.955,314.055,3/18/2019,11:29,Ewallet,299.1,4.761904762,14.955,4.7 636 | 182-88-2763,B,Mandalay,Member,Male,Food and beverages,79.91,3,11.9865,251.7165,3/20/2019,19:28,Credit card,239.73,4.761904762,11.9865,5 637 | 188-55-0967,B,Mandalay,Member,Male,Health and beauty,66.47,10,33.235,697.935,1/15/2019,15:01,Credit card,664.7,4.761904762,33.235,5 638 | 610-46-4100,A,Yangon,Normal,Male,Health and beauty,28.95,7,10.1325,212.7825,3/3/2019,20:31,Credit card,202.65,4.761904762,10.1325,6 639 | 318-81-2368,C,Naypyitaw,Normal,Female,Electronic accessories,46.2,1,2.31,48.51,3/19/2019,12:16,Cash,46.2,4.761904762,2.31,6.3 640 | 364-33-8584,B,Mandalay,Member,Female,Food and beverages,17.63,5,4.4075,92.5575,3/8/2019,15:27,Cash,88.15,4.761904762,4.4075,8.5 641 | 665-63-9737,B,Mandalay,Normal,Male,Fashion accessories,52.42,3,7.863,165.123,2/27/2019,17:36,Ewallet,157.26,4.761904762,7.863,7.5 642 | 695-09-5146,B,Mandalay,Member,Female,Food and beverages,98.79,3,14.8185,311.1885,2/23/2019,20:00,Ewallet,296.37,4.761904762,14.8185,6.4 643 | 155-45-3814,C,Naypyitaw,Member,Female,Electronic accessories,88.55,8,35.42,743.82,3/19/2019,15:29,Ewallet,708.4,4.761904762,35.42,4.7 644 | 794-32-2436,B,Mandalay,Member,Male,Electronic accessories,55.67,2,5.567,116.907,3/27/2019,15:08,Ewallet,111.34,4.761904762,5.567,6 645 | 131-15-8856,C,Naypyitaw,Member,Female,Food and beverages,72.52,8,29.008,609.168,3/30/2019,19:26,Credit card,580.16,4.761904762,29.008,4 646 | 273-84-2164,C,Naypyitaw,Member,Male,Electronic accessories,12.05,5,3.0125,63.2625,2/16/2019,15:53,Ewallet,60.25,4.761904762,3.0125,5.5 647 | 706-36-6154,A,Yangon,Member,Male,Home and lifestyle,19.36,9,8.712,182.952,1/18/2019,18:43,Ewallet,174.24,4.761904762,8.712,8.7 648 | 778-89-7974,C,Naypyitaw,Normal,Male,Health and beauty,70.21,6,21.063,442.323,3/30/2019,14:58,Cash,421.26,4.761904762,21.063,7.4 649 | 574-31-8277,B,Mandalay,Member,Male,Fashion accessories,33.63,1,1.6815,35.3115,3/20/2019,19:55,Cash,33.63,4.761904762,1.6815,5.6 650 | 859-71-0933,C,Naypyitaw,Member,Female,Sports and travel,15.49,2,1.549,32.529,1/16/2019,15:10,Cash,30.98,4.761904762,1.549,6.3 651 | 740-11-5257,C,Naypyitaw,Normal,Male,Electronic accessories,24.74,10,12.37,259.77,2/24/2019,16:44,Cash,247.4,4.761904762,12.37,7.1 652 | 369-82-2676,B,Mandalay,Normal,Male,Electronic accessories,75.66,5,18.915,397.215,1/15/2019,18:22,Ewallet,378.3,4.761904762,18.915,7.8 653 | 563-47-4072,B,Mandalay,Normal,Female,Health and beauty,55.81,6,16.743,351.603,1/22/2019,11:52,Cash,334.86,4.761904762,16.743,9.9 654 | 742-04-5161,A,Yangon,Member,Male,Home and lifestyle,72.78,10,36.39,764.19,2/3/2019,17:24,Cash,727.8,4.761904762,36.39,7.3 655 | 149-15-7606,B,Mandalay,Member,Male,Sports and travel,37.32,9,16.794,352.674,3/6/2019,15:31,Ewallet,335.88,4.761904762,16.794,5.1 656 | 133-77-3154,B,Mandalay,Member,Male,Fashion accessories,60.18,4,12.036,252.756,2/16/2019,18:04,Credit card,240.72,4.761904762,12.036,9.4 657 | 169-52-4504,A,Yangon,Normal,Female,Electronic accessories,15.69,3,2.3535,49.4235,3/14/2019,14:13,Credit card,47.07,4.761904762,2.3535,5.8 658 | 250-81-7186,C,Naypyitaw,Normal,Female,Electronic accessories,99.69,1,4.9845,104.6745,2/27/2019,10:23,Credit card,99.69,4.761904762,4.9845,8 659 | 562-12-5430,A,Yangon,Member,Female,Fashion accessories,88.15,3,13.2225,277.6725,1/18/2019,10:11,Ewallet,264.45,4.761904762,13.2225,7.9 660 | 816-72-8853,A,Yangon,Member,Female,Sports and travel,27.93,5,6.9825,146.6325,1/29/2019,15:48,Cash,139.65,4.761904762,6.9825,5.9 661 | 491-38-3499,A,Yangon,Member,Male,Fashion accessories,55.45,1,2.7725,58.2225,2/26/2019,17:46,Credit card,55.45,4.761904762,2.7725,4.9 662 | 322-02-2271,B,Mandalay,Normal,Female,Sports and travel,42.97,3,6.4455,135.3555,2/3/2019,11:46,Cash,128.91,4.761904762,6.4455,9.3 663 | 842-29-4695,C,Naypyitaw,Member,Male,Sports and travel,17.14,7,5.999,125.979,1/16/2019,12:07,Credit card,119.98,4.761904762,5.999,7.9 664 | 725-67-2480,B,Mandalay,Member,Female,Fashion accessories,58.75,6,17.625,370.125,3/24/2019,18:14,Credit card,352.5,4.761904762,17.625,5.9 665 | 641-51-2661,C,Naypyitaw,Member,Female,Food and beverages,87.1,10,43.55,914.55,2/12/2019,14:45,Credit card,871,4.761904762,43.55,9.9 666 | 714-02-3114,C,Naypyitaw,Normal,Female,Sports and travel,98.8,2,9.88,207.48,2/21/2019,11:39,Cash,197.6,4.761904762,9.88,7.7 667 | 518-17-2983,A,Yangon,Normal,Female,Fashion accessories,48.63,4,9.726,204.246,2/4/2019,15:44,Ewallet,194.52,4.761904762,9.726,7.6 668 | 779-42-2410,B,Mandalay,Member,Male,Food and beverages,57.74,3,8.661,181.881,2/20/2019,13:06,Ewallet,173.22,4.761904762,8.661,7.7 669 | 190-14-3147,B,Mandalay,Normal,Female,Health and beauty,17.97,4,3.594,75.474,2/23/2019,20:43,Ewallet,71.88,4.761904762,3.594,6.4 670 | 408-66-6712,C,Naypyitaw,Member,Female,Health and beauty,47.71,6,14.313,300.573,2/16/2019,14:19,Ewallet,286.26,4.761904762,14.313,4.4 671 | 679-22-6530,B,Mandalay,Normal,Female,Sports and travel,40.62,2,4.062,85.302,1/17/2019,10:01,Credit card,81.24,4.761904762,4.062,4.1 672 | 588-47-8641,A,Yangon,Member,Male,Fashion accessories,56.04,10,28.02,588.42,1/14/2019,19:30,Ewallet,560.4,4.761904762,28.02,4.4 673 | 642-61-4706,B,Mandalay,Member,Male,Food and beverages,93.4,2,9.34,196.14,3/30/2019,16:34,Cash,186.8,4.761904762,9.34,5.5 674 | 576-31-4774,B,Mandalay,Normal,Female,Health and beauty,73.41,3,11.0115,231.2415,3/2/2019,13:10,Ewallet,220.23,4.761904762,11.0115,4 675 | 556-41-6224,C,Naypyitaw,Normal,Male,Health and beauty,33.64,8,13.456,282.576,2/15/2019,17:10,Credit card,269.12,4.761904762,13.456,9.3 676 | 811-03-8790,A,Yangon,Normal,Female,Electronic accessories,45.48,10,22.74,477.54,3/1/2019,10:22,Credit card,454.8,4.761904762,22.74,4.8 677 | 242-11-3142,B,Mandalay,Member,Male,Fashion accessories,83.77,2,8.377,175.917,2/24/2019,19:57,Cash,167.54,4.761904762,8.377,4.6 678 | 752-23-3760,B,Mandalay,Member,Female,Sports and travel,64.08,7,22.428,470.988,2/19/2019,19:29,Credit card,448.56,4.761904762,22.428,7.3 679 | 274-05-5470,A,Yangon,Member,Female,Food and beverages,73.47,4,14.694,308.574,2/23/2019,18:30,Cash,293.88,4.761904762,14.694,6 680 | 648-94-3045,C,Naypyitaw,Normal,Male,Health and beauty,58.95,10,29.475,618.975,2/7/2019,14:27,Ewallet,589.5,4.761904762,29.475,8.1 681 | 130-67-4723,A,Yangon,Member,Male,Food and beverages,48.5,6,14.55,305.55,1/11/2019,13:57,Ewallet,291,4.761904762,14.55,9.4 682 | 528-87-5606,B,Mandalay,Member,Female,Electronic accessories,39.48,1,1.974,41.454,2/12/2019,19:43,Cash,39.48,4.761904762,1.974,6.5 683 | 320-85-2052,B,Mandalay,Normal,Female,Sports and travel,34.81,1,1.7405,36.5505,1/14/2019,10:11,Credit card,34.81,4.761904762,1.7405,7 684 | 370-96-0655,C,Naypyitaw,Normal,Female,Fashion accessories,49.32,6,14.796,310.716,1/9/2019,13:46,Ewallet,295.92,4.761904762,14.796,7.1 685 | 105-10-6182,A,Yangon,Member,Male,Fashion accessories,21.48,2,2.148,45.108,2/27/2019,12:22,Ewallet,42.96,4.761904762,2.148,6.6 686 | 510-79-0415,B,Mandalay,Member,Female,Sports and travel,23.08,6,6.924,145.404,1/24/2019,19:20,Ewallet,138.48,4.761904762,6.924,4.9 687 | 241-96-5076,B,Mandalay,Member,Female,Home and lifestyle,49.1,2,4.91,103.11,1/8/2019,12:58,Credit card,98.2,4.761904762,4.91,6.4 688 | 767-97-4650,B,Mandalay,Member,Female,Sports and travel,64.83,2,6.483,136.143,1/8/2019,11:59,Credit card,129.66,4.761904762,6.483,8 689 | 648-83-1321,A,Yangon,Member,Male,Home and lifestyle,63.56,10,31.78,667.38,1/16/2019,17:59,Cash,635.6,4.761904762,31.78,4.3 690 | 173-57-2300,C,Naypyitaw,Member,Male,Sports and travel,72.88,2,7.288,153.048,3/13/2019,12:51,Cash,145.76,4.761904762,7.288,6.1 691 | 305-03-2383,A,Yangon,Normal,Female,Food and beverages,67.1,3,10.065,211.365,2/15/2019,10:36,Cash,201.3,4.761904762,10.065,7.5 692 | 394-55-6384,C,Naypyitaw,Member,Female,Sports and travel,70.19,9,31.5855,663.2955,1/25/2019,13:38,Cash,631.71,4.761904762,31.5855,6.7 693 | 266-20-6657,C,Naypyitaw,Member,Male,Food and beverages,55.04,7,19.264,404.544,3/12/2019,19:39,Ewallet,385.28,4.761904762,19.264,5.2 694 | 689-05-1884,A,Yangon,Member,Male,Health and beauty,48.63,10,24.315,510.615,3/4/2019,12:44,Cash,486.3,4.761904762,24.315,8.8 695 | 196-01-2849,C,Naypyitaw,Member,Female,Fashion accessories,73.38,7,25.683,539.343,2/10/2019,13:56,Cash,513.66,4.761904762,25.683,9.5 696 | 372-62-5264,C,Naypyitaw,Normal,Female,Food and beverages,52.6,9,23.67,497.07,1/16/2019,14:42,Cash,473.4,4.761904762,23.67,7.6 697 | 800-09-8606,A,Yangon,Member,Female,Home and lifestyle,87.37,5,21.8425,458.6925,1/29/2019,19:45,Cash,436.85,4.761904762,21.8425,6.6 698 | 182-52-7000,A,Yangon,Member,Female,Sports and travel,27.04,4,5.408,113.568,1/1/2019,20:26,Ewallet,108.16,4.761904762,5.408,6.9 699 | 826-58-8051,B,Mandalay,Normal,Male,Home and lifestyle,62.19,4,12.438,261.198,1/6/2019,19:46,Ewallet,248.76,4.761904762,12.438,4.3 700 | 868-06-0466,A,Yangon,Member,Male,Electronic accessories,69.58,9,31.311,657.531,2/19/2019,19:38,Credit card,626.22,4.761904762,31.311,7.8 701 | 751-41-9720,C,Naypyitaw,Normal,Male,Home and lifestyle,97.5,10,48.75,1023.75,1/12/2019,16:18,Ewallet,975,4.761904762,48.75,8 702 | 626-43-7888,C,Naypyitaw,Normal,Female,Fashion accessories,60.41,8,24.164,507.444,2/7/2019,12:23,Ewallet,483.28,4.761904762,24.164,9.6 703 | 176-64-7711,B,Mandalay,Normal,Male,Food and beverages,32.32,3,4.848,101.808,3/27/2019,19:11,Credit card,96.96,4.761904762,4.848,4.3 704 | 191-29-0321,B,Mandalay,Member,Female,Fashion accessories,19.77,10,9.885,207.585,2/27/2019,18:57,Credit card,197.7,4.761904762,9.885,5 705 | 729-06-2010,B,Mandalay,Member,Male,Health and beauty,80.47,9,36.2115,760.4415,1/6/2019,11:18,Cash,724.23,4.761904762,36.2115,9.2 706 | 640-48-5028,B,Mandalay,Member,Female,Home and lifestyle,88.39,9,39.7755,835.2855,3/2/2019,12:40,Cash,795.51,4.761904762,39.7755,6.3 707 | 186-79-9562,B,Mandalay,Normal,Male,Health and beauty,71.77,7,25.1195,527.5095,3/29/2019,14:06,Cash,502.39,4.761904762,25.1195,8.9 708 | 834-45-5519,B,Mandalay,Normal,Female,Electronic accessories,43,4,8.6,180.6,1/31/2019,20:48,Ewallet,172,4.761904762,8.6,7.6 709 | 162-65-8559,C,Naypyitaw,Member,Male,Food and beverages,68.98,1,3.449,72.429,1/21/2019,20:13,Cash,68.98,4.761904762,3.449,4.8 710 | 760-27-5490,C,Naypyitaw,Normal,Male,Fashion accessories,15.62,8,6.248,131.208,1/20/2019,20:37,Ewallet,124.96,4.761904762,6.248,9.1 711 | 445-30-9252,A,Yangon,Normal,Male,Sports and travel,25.7,3,3.855,80.955,1/17/2019,17:59,Ewallet,77.1,4.761904762,3.855,6.1 712 | 786-94-2700,A,Yangon,Member,Male,Food and beverages,80.62,6,24.186,507.906,2/28/2019,20:18,Cash,483.72,4.761904762,24.186,9.1 713 | 728-88-7867,C,Naypyitaw,Member,Female,Home and lifestyle,75.53,4,15.106,317.226,3/19/2019,15:52,Ewallet,302.12,4.761904762,15.106,8.3 714 | 183-21-3799,C,Naypyitaw,Normal,Female,Electronic accessories,77.63,9,34.9335,733.6035,2/19/2019,15:14,Ewallet,698.67,4.761904762,34.9335,7.2 715 | 268-20-3585,C,Naypyitaw,Normal,Female,Health and beauty,13.85,9,6.2325,130.8825,2/4/2019,12:50,Ewallet,124.65,4.761904762,6.2325,6 716 | 735-32-9839,C,Naypyitaw,Member,Male,Fashion accessories,98.7,8,39.48,829.08,1/31/2019,10:36,Ewallet,789.6,4.761904762,39.48,8.5 717 | 258-92-7466,A,Yangon,Normal,Female,Health and beauty,35.68,5,8.92,187.32,2/6/2019,18:33,Credit card,178.4,4.761904762,8.92,6.6 718 | 857-16-3520,A,Yangon,Member,Female,Fashion accessories,71.46,7,25.011,525.231,3/28/2019,16:06,Ewallet,500.22,4.761904762,25.011,4.5 719 | 482-17-1179,A,Yangon,Member,Male,Electronic accessories,11.94,3,1.791,37.611,1/19/2019,12:47,Credit card,35.82,4.761904762,1.791,8.1 720 | 788-21-5741,A,Yangon,Normal,Male,Fashion accessories,45.38,3,6.807,142.947,2/17/2019,13:34,Credit card,136.14,4.761904762,6.807,7.2 721 | 821-14-9046,B,Mandalay,Member,Female,Fashion accessories,17.48,6,5.244,110.124,1/18/2019,15:04,Credit card,104.88,4.761904762,5.244,6.1 722 | 418-05-0656,B,Mandalay,Normal,Female,Fashion accessories,25.56,7,8.946,187.866,2/2/2019,20:42,Cash,178.92,4.761904762,8.946,7.1 723 | 678-79-0726,C,Naypyitaw,Member,Female,Sports and travel,90.63,9,40.7835,856.4535,1/18/2019,15:28,Cash,815.67,4.761904762,40.7835,5.1 724 | 776-68-1096,B,Mandalay,Normal,Male,Home and lifestyle,44.12,3,6.618,138.978,3/18/2019,13:45,Credit card,132.36,4.761904762,6.618,7.9 725 | 592-46-1692,C,Naypyitaw,Member,Female,Food and beverages,36.77,7,12.8695,270.2595,1/11/2019,20:10,Cash,257.39,4.761904762,12.8695,7.4 726 | 434-35-9162,B,Mandalay,Member,Male,Food and beverages,23.34,4,4.668,98.028,2/4/2019,18:53,Ewallet,93.36,4.761904762,4.668,7.4 727 | 149-14-0304,C,Naypyitaw,Member,Female,Health and beauty,28.5,8,11.4,239.4,2/6/2019,14:24,Cash,228,4.761904762,11.4,6.6 728 | 442-44-6497,C,Naypyitaw,Member,Male,Home and lifestyle,55.57,3,8.3355,175.0455,1/8/2019,11:42,Credit card,166.71,4.761904762,8.3355,5.9 729 | 174-64-0215,B,Mandalay,Normal,Male,Sports and travel,69.74,10,34.87,732.27,3/5/2019,17:49,Credit card,697.4,4.761904762,34.87,8.9 730 | 210-74-9613,C,Naypyitaw,Normal,Male,Fashion accessories,97.26,4,19.452,408.492,3/16/2019,15:33,Ewallet,389.04,4.761904762,19.452,6.8 731 | 299-29-0180,B,Mandalay,Member,Female,Home and lifestyle,52.18,7,18.263,383.523,3/9/2019,10:54,Cash,365.26,4.761904762,18.263,9.3 732 | 247-11-2470,A,Yangon,Member,Female,Fashion accessories,22.32,4,4.464,93.744,3/1/2019,16:23,Credit card,89.28,4.761904762,4.464,4.4 733 | 635-28-5728,A,Yangon,Normal,Male,Health and beauty,56,3,8.4,176.4,2/28/2019,19:33,Ewallet,168,4.761904762,8.4,4.8 734 | 756-49-0168,A,Yangon,Member,Male,Fashion accessories,19.7,1,0.985,20.685,2/8/2019,11:39,Ewallet,19.7,4.761904762,0.985,9.5 735 | 438-23-1242,B,Mandalay,Normal,Male,Electronic accessories,75.88,7,26.558,557.718,1/24/2019,10:38,Ewallet,531.16,4.761904762,26.558,8.9 736 | 238-45-6950,B,Mandalay,Member,Male,Food and beverages,53.72,1,2.686,56.406,3/1/2019,20:03,Ewallet,53.72,4.761904762,2.686,6.4 737 | 607-65-2441,C,Naypyitaw,Member,Male,Health and beauty,81.95,10,40.975,860.475,3/10/2019,12:39,Credit card,819.5,4.761904762,40.975,6 738 | 386-27-7606,C,Naypyitaw,Member,Female,Home and lifestyle,81.2,7,28.42,596.82,3/23/2019,15:59,Credit card,568.4,4.761904762,28.42,8.1 739 | 137-63-5492,C,Naypyitaw,Normal,Male,Electronic accessories,58.76,10,29.38,616.98,1/29/2019,14:26,Ewallet,587.6,4.761904762,29.38,9 740 | 197-77-7132,B,Mandalay,Member,Male,Electronic accessories,91.56,8,36.624,769.104,1/12/2019,18:22,Ewallet,732.48,4.761904762,36.624,6 741 | 805-86-0265,A,Yangon,Normal,Male,Home and lifestyle,93.96,9,42.282,887.922,3/20/2019,11:32,Cash,845.64,4.761904762,42.282,9.8 742 | 733-29-1227,C,Naypyitaw,Normal,Male,Home and lifestyle,55.61,7,19.4635,408.7335,3/23/2019,12:41,Cash,389.27,4.761904762,19.4635,8.5 743 | 451-73-2711,C,Naypyitaw,Normal,Male,Food and beverages,84.83,1,4.2415,89.0715,1/14/2019,15:20,Ewallet,84.83,4.761904762,4.2415,8.8 744 | 373-14-0504,A,Yangon,Member,Female,Sports and travel,71.63,2,7.163,150.423,2/12/2019,14:33,Ewallet,143.26,4.761904762,7.163,8.8 745 | 546-80-2899,A,Yangon,Member,Male,Home and lifestyle,37.69,2,3.769,79.149,2/20/2019,15:29,Ewallet,75.38,4.761904762,3.769,9.5 746 | 345-68-9016,C,Naypyitaw,Member,Female,Sports and travel,31.67,8,12.668,266.028,1/2/2019,16:19,Credit card,253.36,4.761904762,12.668,5.6 747 | 390-17-5806,C,Naypyitaw,Member,Female,Food and beverages,38.42,1,1.921,40.341,2/2/2019,16:33,Cash,38.42,4.761904762,1.921,8.6 748 | 457-13-1708,B,Mandalay,Member,Male,Fashion accessories,65.23,10,32.615,684.915,1/8/2019,19:07,Credit card,652.3,4.761904762,32.615,5.2 749 | 664-14-2882,C,Naypyitaw,Member,Female,Home and lifestyle,10.53,5,2.6325,55.2825,1/30/2019,14:43,Credit card,52.65,4.761904762,2.6325,5.8 750 | 487-79-6868,B,Mandalay,Member,Female,Home and lifestyle,12.29,9,5.5305,116.1405,3/26/2019,19:28,Credit card,110.61,4.761904762,5.5305,8 751 | 314-23-4520,C,Naypyitaw,Member,Male,Health and beauty,81.23,7,28.4305,597.0405,1/15/2019,20:44,Cash,568.61,4.761904762,28.4305,9 752 | 210-30-7976,B,Mandalay,Member,Female,Fashion accessories,22.32,4,4.464,93.744,3/14/2019,11:16,Ewallet,89.28,4.761904762,4.464,4.1 753 | 585-86-8361,A,Yangon,Normal,Female,Food and beverages,27.28,5,6.82,143.22,2/3/2019,10:31,Credit card,136.4,4.761904762,6.82,8.6 754 | 807-14-7833,A,Yangon,Member,Female,Electronic accessories,17.42,10,8.71,182.91,2/22/2019,12:30,Ewallet,174.2,4.761904762,8.71,7 755 | 775-72-1988,B,Mandalay,Normal,Male,Home and lifestyle,73.28,5,18.32,384.72,1/24/2019,15:05,Ewallet,366.4,4.761904762,18.32,8.4 756 | 288-38-3758,C,Naypyitaw,Member,Female,Fashion accessories,84.87,3,12.7305,267.3405,1/25/2019,18:30,Ewallet,254.61,4.761904762,12.7305,7.4 757 | 652-43-6591,A,Yangon,Normal,Female,Fashion accessories,97.29,8,38.916,817.236,3/9/2019,13:18,Credit card,778.32,4.761904762,38.916,6.2 758 | 785-96-0615,B,Mandalay,Member,Female,Electronic accessories,35.74,8,14.296,300.216,2/17/2019,15:28,Ewallet,285.92,4.761904762,14.296,4.9 759 | 406-46-7107,A,Yangon,Normal,Female,Home and lifestyle,96.52,6,28.956,608.076,1/11/2019,11:52,Cash,579.12,4.761904762,28.956,4.5 760 | 250-17-5703,A,Yangon,Member,Male,Food and beverages,18.85,10,9.425,197.925,2/27/2019,18:24,Ewallet,188.5,4.761904762,9.425,5.6 761 | 156-95-3964,A,Yangon,Normal,Female,Food and beverages,55.39,4,11.078,232.638,3/25/2019,15:19,Ewallet,221.56,4.761904762,11.078,8 762 | 842-40-8179,B,Mandalay,Member,Female,Food and beverages,77.2,10,38.6,810.6,2/11/2019,10:38,Credit card,772,4.761904762,38.6,5.6 763 | 525-09-8450,B,Mandalay,Normal,Male,Electronic accessories,72.13,10,36.065,757.365,1/31/2019,15:12,Credit card,721.3,4.761904762,36.065,4.2 764 | 410-67-1709,A,Yangon,Member,Female,Fashion accessories,63.88,8,25.552,536.592,1/20/2019,17:48,Ewallet,511.04,4.761904762,25.552,9.9 765 | 587-73-4862,A,Yangon,Member,Female,Health and beauty,10.69,5,2.6725,56.1225,3/26/2019,11:07,Ewallet,53.45,4.761904762,2.6725,7.6 766 | 787-87-2010,A,Yangon,Member,Male,Health and beauty,55.5,4,11.1,233.1,1/20/2019,15:48,Credit card,222,4.761904762,11.1,6.6 767 | 593-14-4239,B,Mandalay,Normal,Female,Home and lifestyle,95.46,8,38.184,801.864,3/5/2019,19:40,Ewallet,763.68,4.761904762,38.184,4.7 768 | 801-88-0346,C,Naypyitaw,Normal,Female,Fashion accessories,76.06,3,11.409,239.589,1/5/2019,20:30,Credit card,228.18,4.761904762,11.409,9.8 769 | 388-76-2555,B,Mandalay,Normal,Male,Sports and travel,13.69,6,4.107,86.247,2/13/2019,13:59,Cash,82.14,4.761904762,4.107,6.3 770 | 711-31-1234,B,Mandalay,Normal,Female,Electronic accessories,95.64,4,19.128,401.688,3/16/2019,18:51,Cash,382.56,4.761904762,19.128,7.9 771 | 886-54-6089,A,Yangon,Normal,Female,Home and lifestyle,11.43,6,3.429,72.009,1/15/2019,17:24,Cash,68.58,4.761904762,3.429,7.7 772 | 707-32-7409,B,Mandalay,Member,Female,Sports and travel,95.54,4,19.108,401.268,2/26/2019,11:58,Ewallet,382.16,4.761904762,19.108,4.5 773 | 759-98-4285,C,Naypyitaw,Member,Female,Health and beauty,85.87,7,30.0545,631.1445,2/27/2019,19:01,Credit card,601.09,4.761904762,30.0545,8 774 | 201-63-8275,C,Naypyitaw,Member,Female,Sports and travel,67.99,7,23.7965,499.7265,2/17/2019,16:50,Ewallet,475.93,4.761904762,23.7965,5.7 775 | 471-06-8611,C,Naypyitaw,Normal,Female,Food and beverages,52.42,1,2.621,55.041,2/6/2019,10:22,Credit card,52.42,4.761904762,2.621,6.3 776 | 200-16-5952,C,Naypyitaw,Member,Male,Food and beverages,65.65,2,6.565,137.865,1/17/2019,16:46,Cash,131.3,4.761904762,6.565,6 777 | 120-54-2248,B,Mandalay,Normal,Female,Food and beverages,28.86,5,7.215,151.515,1/22/2019,18:08,Credit card,144.3,4.761904762,7.215,8 778 | 102-77-2261,C,Naypyitaw,Member,Male,Health and beauty,65.31,7,22.8585,480.0285,3/5/2019,18:02,Credit card,457.17,4.761904762,22.8585,4.2 779 | 875-31-8302,B,Mandalay,Normal,Male,Sports and travel,93.38,1,4.669,98.049,1/3/2019,13:07,Cash,93.38,4.761904762,4.669,9.6 780 | 102-06-2002,C,Naypyitaw,Member,Male,Sports and travel,25.25,5,6.3125,132.5625,3/20/2019,17:52,Cash,126.25,4.761904762,6.3125,6.1 781 | 457-94-0464,B,Mandalay,Member,Male,Electronic accessories,87.87,9,39.5415,830.3715,1/31/2019,20:32,Ewallet,790.83,4.761904762,39.5415,5.6 782 | 629-42-4133,C,Naypyitaw,Normal,Male,Health and beauty,21.8,8,8.72,183.12,2/19/2019,19:24,Cash,174.4,4.761904762,8.72,8.3 783 | 534-53-3526,A,Yangon,Normal,Female,Sports and travel,94.76,4,18.952,397.992,2/11/2019,16:06,Ewallet,379.04,4.761904762,18.952,7.8 784 | 307-04-2070,A,Yangon,Member,Female,Fashion accessories,30.62,1,1.531,32.151,2/5/2019,14:14,Credit card,30.62,4.761904762,1.531,4.1 785 | 468-99-7231,C,Naypyitaw,Normal,Female,Home and lifestyle,44.01,8,17.604,369.684,3/3/2019,17:36,Cash,352.08,4.761904762,17.604,8.8 786 | 516-77-6464,C,Naypyitaw,Member,Female,Health and beauty,10.16,5,2.54,53.34,2/24/2019,13:08,Ewallet,50.8,4.761904762,2.54,4.1 787 | 404-91-5964,A,Yangon,Normal,Male,Electronic accessories,74.58,7,26.103,548.163,2/4/2019,16:09,Credit card,522.06,4.761904762,26.103,9 788 | 886-77-9084,C,Naypyitaw,Normal,Male,Electronic accessories,71.89,8,28.756,603.876,2/19/2019,11:33,Ewallet,575.12,4.761904762,28.756,5.5 789 | 790-38-4466,C,Naypyitaw,Normal,Female,Health and beauty,10.99,5,2.7475,57.6975,1/23/2019,10:18,Credit card,54.95,4.761904762,2.7475,9.3 790 | 704-10-4056,C,Naypyitaw,Member,Male,Health and beauty,60.47,3,9.0705,190.4805,1/14/2019,10:55,Credit card,181.41,4.761904762,9.0705,5.6 791 | 497-37-6538,A,Yangon,Normal,Male,Sports and travel,58.91,7,20.6185,432.9885,1/17/2019,15:15,Ewallet,412.37,4.761904762,20.6185,9.7 792 | 651-96-5970,A,Yangon,Normal,Male,Fashion accessories,46.41,1,2.3205,48.7305,3/3/2019,20:06,Credit card,46.41,4.761904762,2.3205,4 793 | 400-80-4065,C,Naypyitaw,Member,Male,Health and beauty,68.55,4,13.71,287.91,2/15/2019,20:21,Credit card,274.2,4.761904762,13.71,9.2 794 | 744-16-7898,B,Mandalay,Normal,Female,Home and lifestyle,97.37,10,48.685,1022.385,1/15/2019,13:48,Credit card,973.7,4.761904762,48.685,4.9 795 | 263-12-5321,A,Yangon,Member,Male,Electronic accessories,92.6,7,32.41,680.61,2/27/2019,12:52,Credit card,648.2,4.761904762,32.41,9.3 796 | 702-72-0487,A,Yangon,Normal,Female,Electronic accessories,46.61,2,4.661,97.881,2/26/2019,12:28,Credit card,93.22,4.761904762,4.661,6.6 797 | 605-83-1050,B,Mandalay,Normal,Male,Fashion accessories,27.18,2,2.718,57.078,3/15/2019,16:26,Ewallet,54.36,4.761904762,2.718,4.3 798 | 443-60-9639,C,Naypyitaw,Member,Female,Home and lifestyle,60.87,1,3.0435,63.9135,1/24/2019,13:24,Cash,60.87,4.761904762,3.0435,5.5 799 | 864-24-7918,A,Yangon,Member,Female,Sports and travel,24.49,10,12.245,257.145,2/22/2019,15:15,Cash,244.9,4.761904762,12.245,8.1 800 | 359-94-5395,B,Mandalay,Normal,Male,Health and beauty,92.78,1,4.639,97.419,3/15/2019,10:50,Credit card,92.78,4.761904762,4.639,9.8 801 | 401-09-4232,C,Naypyitaw,Member,Male,Home and lifestyle,86.69,5,21.6725,455.1225,2/11/2019,18:38,Ewallet,433.45,4.761904762,21.6725,9.4 802 | 751-15-6198,B,Mandalay,Normal,Male,Sports and travel,23.01,6,6.903,144.963,1/12/2019,16:45,Ewallet,138.06,4.761904762,6.903,7.9 803 | 324-41-6833,C,Naypyitaw,Member,Female,Electronic accessories,30.2,8,12.08,253.68,3/3/2019,19:30,Ewallet,241.6,4.761904762,12.08,5.1 804 | 474-33-8305,C,Naypyitaw,Member,Male,Fashion accessories,67.39,7,23.5865,495.3165,3/23/2019,13:23,Ewallet,471.73,4.761904762,23.5865,6.9 805 | 759-29-9521,A,Yangon,Member,Female,Fashion accessories,48.96,9,22.032,462.672,3/4/2019,11:27,Cash,440.64,4.761904762,22.032,8 806 | 831-81-6575,B,Mandalay,Member,Female,Electronic accessories,75.59,9,34.0155,714.3255,2/23/2019,11:12,Cash,680.31,4.761904762,34.0155,8 807 | 220-68-6701,A,Yangon,Normal,Female,Home and lifestyle,77.47,4,15.494,325.374,3/17/2019,16:36,Cash,309.88,4.761904762,15.494,4.2 808 | 618-34-8551,A,Yangon,Normal,Female,Sports and travel,93.18,2,9.318,195.678,1/16/2019,18:41,Credit card,186.36,4.761904762,9.318,8.5 809 | 257-60-7754,A,Yangon,Normal,Female,Electronic accessories,50.23,4,10.046,210.966,1/8/2019,17:12,Cash,200.92,4.761904762,10.046,9 810 | 559-61-5987,B,Mandalay,Normal,Female,Health and beauty,17.75,1,0.8875,18.6375,1/14/2019,10:38,Cash,17.75,4.761904762,0.8875,8.6 811 | 189-55-2313,C,Naypyitaw,Normal,Female,Fashion accessories,62.18,10,31.09,652.89,1/31/2019,10:33,Ewallet,621.8,4.761904762,31.09,6 812 | 565-91-4567,B,Mandalay,Normal,Male,Health and beauty,10.75,8,4.3,90.3,3/15/2019,14:38,Ewallet,86,4.761904762,4.3,6.2 813 | 380-60-5336,A,Yangon,Normal,Female,Electronic accessories,40.26,10,20.13,422.73,2/24/2019,18:06,Credit card,402.6,4.761904762,20.13,5 814 | 815-04-6282,C,Naypyitaw,Member,Female,Sports and travel,64.97,5,16.2425,341.0925,2/8/2019,12:52,Credit card,324.85,4.761904762,16.2425,6.5 815 | 674-56-6360,A,Yangon,Normal,Male,Electronic accessories,95.15,1,4.7575,99.9075,3/22/2019,14:00,Cash,95.15,4.761904762,4.7575,6 816 | 778-34-2523,A,Yangon,Member,Female,Electronic accessories,48.62,8,19.448,408.408,1/24/2019,10:57,Cash,388.96,4.761904762,19.448,5 817 | 499-27-7781,B,Mandalay,Normal,Female,Food and beverages,53.21,8,21.284,446.964,3/14/2019,16:45,Ewallet,425.68,4.761904762,21.284,5 818 | 477-59-2456,C,Naypyitaw,Normal,Female,Fashion accessories,45.44,7,15.904,333.984,1/23/2019,11:15,Cash,318.08,4.761904762,15.904,9.2 819 | 832-51-6761,A,Yangon,Normal,Male,Food and beverages,33.88,8,13.552,284.592,1/19/2019,20:29,Ewallet,271.04,4.761904762,13.552,9.6 820 | 869-11-3082,B,Mandalay,Member,Male,Health and beauty,96.16,4,19.232,403.872,1/27/2019,20:03,Credit card,384.64,4.761904762,19.232,8.4 821 | 190-59-3964,B,Mandalay,Member,Male,Food and beverages,47.16,5,11.79,247.59,2/3/2019,14:35,Credit card,235.8,4.761904762,11.79,6 822 | 366-43-6862,B,Mandalay,Normal,Male,Electronic accessories,52.89,4,10.578,222.138,3/25/2019,16:32,Ewallet,211.56,4.761904762,10.578,6.7 823 | 186-43-8965,A,Yangon,Member,Female,Home and lifestyle,47.68,2,4.768,100.128,2/24/2019,10:10,Credit card,95.36,4.761904762,4.768,4.1 824 | 784-21-9238,C,Naypyitaw,Member,Male,Sports and travel,10.17,1,0.5085,10.6785,2/7/2019,14:15,Cash,10.17,4.761904762,0.5085,5.9 825 | 276-75-6884,A,Yangon,Normal,Female,Health and beauty,68.71,3,10.3065,216.4365,3/4/2019,10:05,Cash,206.13,4.761904762,10.3065,8.7 826 | 109-86-4363,B,Mandalay,Member,Female,Sports and travel,60.08,7,21.028,441.588,2/14/2019,11:36,Credit card,420.56,4.761904762,21.028,4.5 827 | 569-76-2760,A,Yangon,Member,Female,Sports and travel,22.01,4,4.402,92.442,1/29/2019,18:15,Credit card,88.04,4.761904762,4.402,6.6 828 | 222-42-0244,B,Mandalay,Member,Female,Health and beauty,72.11,9,32.4495,681.4395,1/28/2019,13:53,Credit card,648.99,4.761904762,32.4495,7.7 829 | 760-53-9233,A,Yangon,Member,Male,Fashion accessories,41.28,3,6.192,130.032,3/26/2019,18:37,Credit card,123.84,4.761904762,6.192,8.5 830 | 538-22-0304,C,Naypyitaw,Normal,Male,Electronic accessories,64.95,10,32.475,681.975,3/24/2019,18:27,Cash,649.5,4.761904762,32.475,5.2 831 | 416-17-9926,A,Yangon,Member,Female,Electronic accessories,74.22,10,37.11,779.31,1/1/2019,14:42,Credit card,742.2,4.761904762,37.11,4.3 832 | 237-44-6163,A,Yangon,Normal,Male,Electronic accessories,10.56,8,4.224,88.704,1/24/2019,17:43,Cash,84.48,4.761904762,4.224,7.6 833 | 636-17-0325,B,Mandalay,Normal,Male,Health and beauty,62.57,4,12.514,262.794,2/25/2019,18:37,Cash,250.28,4.761904762,12.514,9.5 834 | 343-75-9322,B,Mandalay,Member,Female,Sports and travel,11.85,8,4.74,99.54,1/9/2019,16:34,Cash,94.8,4.761904762,4.74,4.1 835 | 528-14-9470,A,Yangon,Member,Male,Health and beauty,91.3,1,4.565,95.865,2/14/2019,14:42,Ewallet,91.3,4.761904762,4.565,9.2 836 | 427-45-9297,B,Mandalay,Member,Female,Home and lifestyle,40.73,7,14.2555,299.3655,3/12/2019,11:01,Ewallet,285.11,4.761904762,14.2555,5.4 837 | 807-34-3742,A,Yangon,Normal,Male,Fashion accessories,52.38,1,2.619,54.999,3/26/2019,19:44,Cash,52.38,4.761904762,2.619,5.8 838 | 288-62-1085,A,Yangon,Member,Male,Fashion accessories,38.54,5,9.635,202.335,1/9/2019,13:34,Ewallet,192.7,4.761904762,9.635,5.6 839 | 670-71-7306,B,Mandalay,Normal,Male,Sports and travel,44.63,6,13.389,281.169,1/2/2019,20:08,Credit card,267.78,4.761904762,13.389,5.1 840 | 660-29-7083,C,Naypyitaw,Normal,Male,Electronic accessories,55.87,10,27.935,586.635,1/15/2019,15:01,Cash,558.7,4.761904762,27.935,5.8 841 | 271-77-8740,C,Naypyitaw,Member,Female,Sports and travel,29.22,6,8.766,184.086,1/1/2019,11:40,Ewallet,175.32,4.761904762,8.766,5 842 | 497-36-0989,A,Yangon,Normal,Male,Fashion accessories,51.94,3,7.791,163.611,2/15/2019,15:21,Cash,155.82,4.761904762,7.791,7.9 843 | 291-59-1384,B,Mandalay,Normal,Male,Electronic accessories,60.3,1,3.015,63.315,2/28/2019,17:38,Cash,60.3,4.761904762,3.015,6 844 | 860-73-6466,A,Yangon,Member,Female,Sports and travel,39.47,2,3.947,82.887,3/2/2019,16:16,Credit card,78.94,4.761904762,3.947,5 845 | 549-23-9016,C,Naypyitaw,Member,Female,Food and beverages,14.87,2,1.487,31.227,2/13/2019,18:15,Credit card,29.74,4.761904762,1.487,8.9 846 | 896-34-0956,A,Yangon,Normal,Male,Fashion accessories,21.32,1,1.066,22.386,1/26/2019,12:43,Cash,21.32,4.761904762,1.066,5.9 847 | 804-38-3935,A,Yangon,Member,Male,Electronic accessories,93.78,3,14.067,295.407,1/30/2019,11:32,Credit card,281.34,4.761904762,14.067,5.9 848 | 585-90-0249,A,Yangon,Member,Male,Electronic accessories,73.26,1,3.663,76.923,1/27/2019,18:08,Ewallet,73.26,4.761904762,3.663,9.7 849 | 862-29-5914,C,Naypyitaw,Normal,Female,Sports and travel,22.38,1,1.119,23.499,1/30/2019,17:08,Credit card,22.38,4.761904762,1.119,8.6 850 | 845-94-6841,C,Naypyitaw,Member,Female,Food and beverages,72.88,9,32.796,688.716,1/8/2019,19:38,Cash,655.92,4.761904762,32.796,4 851 | 125-45-2293,A,Yangon,Normal,Female,Fashion accessories,99.1,6,29.73,624.33,1/19/2019,13:11,Cash,594.6,4.761904762,29.73,4.2 852 | 843-73-4724,A,Yangon,Normal,Male,Fashion accessories,74.1,1,3.705,77.805,1/25/2019,11:05,Cash,74.1,4.761904762,3.705,9.2 853 | 409-33-9708,A,Yangon,Normal,Female,Fashion accessories,98.48,2,9.848,206.808,2/19/2019,10:12,Ewallet,196.96,4.761904762,9.848,9.2 854 | 658-66-3967,C,Naypyitaw,Normal,Male,Health and beauty,53.19,7,18.6165,390.9465,1/14/2019,15:42,Ewallet,372.33,4.761904762,18.6165,5 855 | 866-70-2814,B,Mandalay,Normal,Female,Electronic accessories,52.79,10,26.395,554.295,2/25/2019,11:58,Ewallet,527.9,4.761904762,26.395,10 856 | 160-22-2687,A,Yangon,Member,Female,Health and beauty,95.95,5,23.9875,503.7375,1/23/2019,14:21,Ewallet,479.75,4.761904762,23.9875,8.8 857 | 895-03-6665,B,Mandalay,Normal,Female,Fashion accessories,36.51,9,16.4295,345.0195,2/16/2019,10:52,Cash,328.59,4.761904762,16.4295,4.2 858 | 770-42-8960,B,Mandalay,Normal,Male,Food and beverages,21.12,8,8.448,177.408,1/1/2019,19:31,Cash,168.96,4.761904762,8.448,6.3 859 | 748-45-2862,A,Yangon,Member,Female,Home and lifestyle,28.31,4,5.662,118.902,3/7/2019,18:35,Cash,113.24,4.761904762,5.662,8.2 860 | 234-36-2483,B,Mandalay,Normal,Male,Health and beauty,57.59,6,17.277,362.817,2/15/2019,13:51,Cash,345.54,4.761904762,17.277,5.1 861 | 316-66-3011,A,Yangon,Member,Female,Food and beverages,47.63,9,21.4335,450.1035,1/23/2019,12:35,Cash,428.67,4.761904762,21.4335,5 862 | 848-95-6252,C,Naypyitaw,Member,Female,Home and lifestyle,86.27,1,4.3135,90.5835,2/20/2019,13:24,Ewallet,86.27,4.761904762,4.3135,7 863 | 840-76-5966,A,Yangon,Member,Male,Sports and travel,12.76,2,1.276,26.796,1/8/2019,18:06,Ewallet,25.52,4.761904762,1.276,7.8 864 | 152-03-4217,B,Mandalay,Normal,Female,Home and lifestyle,11.28,9,5.076,106.596,3/17/2019,11:55,Credit card,101.52,4.761904762,5.076,4.3 865 | 533-66-5566,B,Mandalay,Normal,Female,Home and lifestyle,51.07,7,17.8745,375.3645,1/12/2019,11:42,Cash,357.49,4.761904762,17.8745,7 866 | 124-31-1458,A,Yangon,Member,Female,Electronic accessories,79.59,3,11.9385,250.7085,1/8/2019,14:30,Cash,238.77,4.761904762,11.9385,6.6 867 | 176-78-1170,C,Naypyitaw,Member,Male,Health and beauty,33.81,3,5.0715,106.5015,1/26/2019,15:11,Ewallet,101.43,4.761904762,5.0715,7.3 868 | 361-59-0574,B,Mandalay,Member,Male,Sports and travel,90.53,8,36.212,760.452,3/15/2019,14:48,Credit card,724.24,4.761904762,36.212,6.5 869 | 101-81-4070,C,Naypyitaw,Member,Female,Health and beauty,62.82,2,6.282,131.922,1/17/2019,12:36,Ewallet,125.64,4.761904762,6.282,4.9 870 | 631-34-1880,C,Naypyitaw,Member,Male,Food and beverages,24.31,3,3.6465,76.5765,1/8/2019,19:09,Credit card,72.93,4.761904762,3.6465,4.3 871 | 852-82-2749,A,Yangon,Normal,Male,Sports and travel,64.59,4,12.918,271.278,1/6/2019,13:35,Ewallet,258.36,4.761904762,12.918,9.3 872 | 873-14-6353,A,Yangon,Member,Male,Food and beverages,24.82,7,8.687,182.427,2/16/2019,10:33,Credit card,173.74,4.761904762,8.687,7.1 873 | 584-66-4073,C,Naypyitaw,Normal,Male,Fashion accessories,56.5,1,2.825,59.325,3/13/2019,15:45,Ewallet,56.5,4.761904762,2.825,9.6 874 | 544-55-9589,B,Mandalay,Member,Female,Electronic accessories,21.43,10,10.715,225.015,1/28/2019,11:51,Cash,214.3,4.761904762,10.715,6.2 875 | 166-19-2553,A,Yangon,Member,Male,Sports and travel,89.06,6,26.718,561.078,1/18/2019,17:26,Cash,534.36,4.761904762,26.718,9.9 876 | 737-88-5876,A,Yangon,Member,Male,Home and lifestyle,23.29,4,4.658,97.818,3/19/2019,11:52,Credit card,93.16,4.761904762,4.658,5.9 877 | 154-87-7367,C,Naypyitaw,Normal,Male,Home and lifestyle,65.26,8,26.104,548.184,3/15/2019,14:04,Ewallet,522.08,4.761904762,26.104,6.3 878 | 885-56-0389,C,Naypyitaw,Member,Male,Fashion accessories,52.35,1,2.6175,54.9675,2/12/2019,17:49,Cash,52.35,4.761904762,2.6175,4 879 | 608-05-3804,B,Mandalay,Member,Male,Electronic accessories,39.75,1,1.9875,41.7375,2/25/2019,20:19,Cash,39.75,4.761904762,1.9875,6.1 880 | 448-61-3783,A,Yangon,Normal,Female,Electronic accessories,90.02,8,36.008,756.168,3/21/2019,16:08,Credit card,720.16,4.761904762,36.008,4.5 881 | 761-49-0439,B,Mandalay,Member,Female,Electronic accessories,12.1,8,4.84,101.64,1/19/2019,10:17,Ewallet,96.8,4.761904762,4.84,8.6 882 | 490-95-0021,B,Mandalay,Member,Female,Food and beverages,33.21,10,16.605,348.705,1/8/2019,14:25,Ewallet,332.1,4.761904762,16.605,6 883 | 115-38-7388,C,Naypyitaw,Member,Female,Fashion accessories,10.18,8,4.072,85.512,3/30/2019,12:51,Credit card,81.44,4.761904762,4.072,9.5 884 | 311-13-6971,B,Mandalay,Member,Male,Sports and travel,31.99,10,15.995,335.895,2/20/2019,15:18,Credit card,319.9,4.761904762,15.995,9.9 885 | 291-55-6563,A,Yangon,Member,Female,Home and lifestyle,34.42,6,10.326,216.846,3/30/2019,12:45,Ewallet,206.52,4.761904762,10.326,7.5 886 | 548-48-3156,A,Yangon,Member,Female,Food and beverages,83.34,2,8.334,175.014,3/19/2019,13:37,Cash,166.68,4.761904762,8.334,7.6 887 | 460-93-5834,A,Yangon,Normal,Male,Sports and travel,45.58,7,15.953,335.013,1/13/2019,10:03,Cash,319.06,4.761904762,15.953,5 888 | 325-89-4209,A,Yangon,Member,Male,Food and beverages,87.9,1,4.395,92.295,2/5/2019,19:42,Ewallet,87.9,4.761904762,4.395,6.7 889 | 884-80-6021,A,Yangon,Member,Female,Electronic accessories,73.47,10,36.735,771.435,3/23/2019,13:14,Ewallet,734.7,4.761904762,36.735,9.5 890 | 137-74-8729,C,Naypyitaw,Normal,Female,Fashion accessories,12.19,8,4.876,102.396,3/13/2019,12:47,Ewallet,97.52,4.761904762,4.876,6.8 891 | 880-46-5796,A,Yangon,Member,Male,Sports and travel,76.92,10,38.46,807.66,3/17/2019,19:53,Ewallet,769.2,4.761904762,38.46,5.6 892 | 389-70-2397,C,Naypyitaw,Normal,Female,Health and beauty,83.66,5,20.915,439.215,2/21/2019,10:26,Cash,418.3,4.761904762,20.915,7.2 893 | 114-35-5271,B,Mandalay,Normal,Female,Electronic accessories,57.91,8,23.164,486.444,2/7/2019,15:06,Cash,463.28,4.761904762,23.164,8.1 894 | 607-76-6216,C,Naypyitaw,Member,Female,Fashion accessories,92.49,5,23.1225,485.5725,3/2/2019,16:35,Credit card,462.45,4.761904762,23.1225,8.6 895 | 715-20-1673,B,Mandalay,Normal,Male,Electronic accessories,28.38,5,7.095,148.995,3/6/2019,20:57,Cash,141.9,4.761904762,7.095,9.4 896 | 811-35-1094,B,Mandalay,Member,Male,Electronic accessories,50.45,6,15.135,317.835,2/6/2019,15:16,Credit card,302.7,4.761904762,15.135,8.9 897 | 699-88-1972,B,Mandalay,Normal,Male,Health and beauty,99.16,8,39.664,832.944,1/28/2019,17:47,Credit card,793.28,4.761904762,39.664,4.2 898 | 781-84-8059,C,Naypyitaw,Normal,Male,Fashion accessories,60.74,7,21.259,446.439,1/18/2019,16:23,Ewallet,425.18,4.761904762,21.259,5 899 | 409-49-6995,C,Naypyitaw,Member,Female,Food and beverages,47.27,6,14.181,297.801,2/5/2019,10:17,Cash,283.62,4.761904762,14.181,8.8 900 | 725-54-0677,C,Naypyitaw,Member,Male,Health and beauty,85.6,7,29.96,629.16,3/2/2019,13:50,Cash,599.2,4.761904762,29.96,5.3 901 | 146-09-5432,A,Yangon,Member,Male,Food and beverages,35.04,9,15.768,331.128,2/9/2019,19:17,Ewallet,315.36,4.761904762,15.768,4.6 902 | 377-79-7592,C,Naypyitaw,Member,Female,Electronic accessories,44.84,9,20.178,423.738,1/14/2019,14:00,Credit card,403.56,4.761904762,20.178,7.5 903 | 509-10-0516,B,Mandalay,Normal,Male,Home and lifestyle,45.97,4,9.194,193.074,2/9/2019,12:02,Ewallet,183.88,4.761904762,9.194,5.1 904 | 595-94-9924,A,Yangon,Member,Female,Health and beauty,27.73,5,6.9325,145.5825,3/26/2019,20:21,Credit card,138.65,4.761904762,6.9325,4.2 905 | 865-41-9075,A,Yangon,Normal,Male,Food and beverages,11.53,7,4.0355,84.7455,1/28/2019,17:35,Cash,80.71,4.761904762,4.0355,8.1 906 | 545-07-8534,C,Naypyitaw,Normal,Female,Health and beauty,58.32,2,5.832,122.472,2/14/2019,12:42,Ewallet,116.64,4.761904762,5.832,6 907 | 118-62-1812,C,Naypyitaw,Member,Female,Home and lifestyle,78.38,4,15.676,329.196,3/24/2019,17:56,Cash,313.52,4.761904762,15.676,7.9 908 | 450-42-3339,C,Naypyitaw,Normal,Male,Health and beauty,84.61,10,42.305,888.405,2/9/2019,18:58,Credit card,846.1,4.761904762,42.305,8.8 909 | 851-98-3555,B,Mandalay,Normal,Female,Health and beauty,82.88,5,20.72,435.12,3/24/2019,14:08,Credit card,414.4,4.761904762,20.72,6.6 910 | 186-71-5196,A,Yangon,Member,Female,Food and beverages,79.54,2,7.954,167.034,3/27/2019,16:30,Ewallet,159.08,4.761904762,7.954,6.2 911 | 624-01-8356,B,Mandalay,Normal,Female,Home and lifestyle,49.01,10,24.505,514.605,1/27/2019,10:44,Credit card,490.1,4.761904762,24.505,4.2 912 | 313-66-9943,B,Mandalay,Member,Female,Food and beverages,29.15,3,4.3725,91.8225,3/27/2019,20:29,Credit card,87.45,4.761904762,4.3725,7.3 913 | 151-27-8496,C,Naypyitaw,Normal,Female,Electronic accessories,56.13,4,11.226,235.746,1/19/2019,11:43,Ewallet,224.52,4.761904762,11.226,8.6 914 | 453-33-6436,A,Yangon,Normal,Female,Home and lifestyle,93.12,8,37.248,782.208,2/7/2019,10:09,Cash,744.96,4.761904762,37.248,6.8 915 | 522-57-8364,A,Yangon,Member,Male,Fashion accessories,51.34,8,20.536,431.256,1/31/2019,10:00,Ewallet,410.72,4.761904762,20.536,7.6 916 | 459-45-2396,A,Yangon,Member,Female,Food and beverages,99.6,3,14.94,313.74,2/25/2019,18:45,Cash,298.8,4.761904762,14.94,5.8 917 | 717-96-4189,C,Naypyitaw,Normal,Female,Electronic accessories,35.49,6,10.647,223.587,2/2/2019,12:40,Cash,212.94,4.761904762,10.647,4.1 918 | 722-13-2115,C,Naypyitaw,Member,Male,Sports and travel,42.85,1,2.1425,44.9925,3/14/2019,15:36,Credit card,42.85,4.761904762,2.1425,9.3 919 | 749-81-8133,A,Yangon,Normal,Female,Fashion accessories,94.67,4,18.934,397.614,3/11/2019,12:04,Cash,378.68,4.761904762,18.934,6.8 920 | 777-67-2495,B,Mandalay,Normal,Male,Home and lifestyle,68.97,3,10.3455,217.2555,2/22/2019,11:26,Ewallet,206.91,4.761904762,10.3455,8.7 921 | 636-98-3364,B,Mandalay,Member,Female,Electronic accessories,26.26,3,3.939,82.719,3/2/2019,12:36,Ewallet,78.78,4.761904762,3.939,6.3 922 | 246-55-6923,C,Naypyitaw,Member,Female,Home and lifestyle,35.79,9,16.1055,338.2155,3/10/2019,15:06,Credit card,322.11,4.761904762,16.1055,5.1 923 | 181-82-6255,B,Mandalay,Normal,Female,Home and lifestyle,16.37,6,4.911,103.131,2/8/2019,10:58,Cash,98.22,4.761904762,4.911,7 924 | 838-02-1821,C,Naypyitaw,Member,Female,Home and lifestyle,12.73,2,1.273,26.733,2/22/2019,12:10,Credit card,25.46,4.761904762,1.273,5.2 925 | 887-42-0517,C,Naypyitaw,Normal,Female,Sports and travel,83.14,7,29.099,611.079,1/10/2019,10:31,Credit card,581.98,4.761904762,29.099,6.6 926 | 457-12-0244,C,Naypyitaw,Member,Female,Sports and travel,35.22,6,10.566,221.886,3/14/2019,13:49,Ewallet,211.32,4.761904762,10.566,6.5 927 | 226-34-0034,B,Mandalay,Normal,Female,Electronic accessories,13.78,4,2.756,57.876,1/10/2019,11:10,Ewallet,55.12,4.761904762,2.756,9 928 | 321-49-7382,B,Mandalay,Member,Male,Sports and travel,88.31,1,4.4155,92.7255,2/15/2019,17:38,Credit card,88.31,4.761904762,4.4155,5.2 929 | 397-25-8725,A,Yangon,Member,Female,Health and beauty,39.62,9,17.829,374.409,1/13/2019,17:54,Credit card,356.58,4.761904762,17.829,6.8 930 | 431-66-2305,B,Mandalay,Normal,Female,Electronic accessories,88.25,9,39.7125,833.9625,2/15/2019,20:51,Credit card,794.25,4.761904762,39.7125,7.6 931 | 825-94-5922,B,Mandalay,Normal,Male,Sports and travel,25.31,2,2.531,53.151,3/2/2019,19:26,Ewallet,50.62,4.761904762,2.531,7.2 932 | 641-62-7288,B,Mandalay,Normal,Male,Home and lifestyle,99.92,6,29.976,629.496,3/24/2019,13:33,Ewallet,599.52,4.761904762,29.976,7.1 933 | 756-93-1854,C,Naypyitaw,Member,Female,Fashion accessories,83.35,2,8.335,175.035,2/2/2019,14:05,Credit card,166.7,4.761904762,8.335,9.5 934 | 243-55-8457,A,Yangon,Normal,Female,Food and beverages,74.44,10,37.22,781.62,2/27/2019,11:40,Ewallet,744.4,4.761904762,37.22,5.1 935 | 458-10-8612,C,Naypyitaw,Normal,Male,Health and beauty,64.08,7,22.428,470.988,1/20/2019,12:27,Ewallet,448.56,4.761904762,22.428,7.6 936 | 501-61-1753,B,Mandalay,Normal,Female,Home and lifestyle,63.15,6,18.945,397.845,1/3/2019,20:24,Ewallet,378.9,4.761904762,18.945,9.8 937 | 235-06-8510,C,Naypyitaw,Member,Male,Home and lifestyle,85.72,3,12.858,270.018,1/24/2019,20:59,Ewallet,257.16,4.761904762,12.858,5.1 938 | 433-08-7822,C,Naypyitaw,Normal,Female,Health and beauty,78.89,7,27.6115,579.8415,1/5/2019,19:48,Ewallet,552.23,4.761904762,27.6115,7.5 939 | 361-85-2571,A,Yangon,Normal,Female,Sports and travel,89.48,5,22.37,469.77,3/30/2019,10:18,Cash,447.4,4.761904762,22.37,7.4 940 | 131-70-8179,A,Yangon,Member,Female,Health and beauty,92.09,3,13.8135,290.0835,2/17/2019,16:27,Cash,276.27,4.761904762,13.8135,4.2 941 | 500-02-2261,C,Naypyitaw,Normal,Female,Food and beverages,57.29,6,17.187,360.927,3/21/2019,17:04,Ewallet,343.74,4.761904762,17.187,5.9 942 | 720-72-2436,A,Yangon,Normal,Male,Food and beverages,66.52,4,13.304,279.384,3/2/2019,18:14,Ewallet,266.08,4.761904762,13.304,6.9 943 | 702-83-5291,C,Naypyitaw,Member,Male,Fashion accessories,99.82,9,44.919,943.299,3/27/2019,10:43,Cash,898.38,4.761904762,44.919,6.6 944 | 809-69-9497,A,Yangon,Normal,Female,Home and lifestyle,45.68,10,22.84,479.64,1/19/2019,19:30,Ewallet,456.8,4.761904762,22.84,5.7 945 | 449-16-6770,A,Yangon,Normal,Male,Health and beauty,50.79,5,12.6975,266.6475,2/19/2019,14:53,Credit card,253.95,4.761904762,12.6975,5.3 946 | 333-23-2632,A,Yangon,Member,Male,Health and beauty,10.08,7,3.528,74.088,3/28/2019,20:14,Cash,70.56,4.761904762,3.528,4.2 947 | 489-82-1237,A,Yangon,Normal,Female,Electronic accessories,93.88,7,32.858,690.018,1/5/2019,11:51,Credit card,657.16,4.761904762,32.858,7.3 948 | 859-97-6048,C,Naypyitaw,Member,Male,Electronic accessories,84.25,2,8.425,176.925,3/26/2019,14:13,Credit card,168.5,4.761904762,8.425,5.3 949 | 676-10-2200,B,Mandalay,Member,Male,Fashion accessories,53.78,1,2.689,56.469,2/3/2019,20:13,Ewallet,53.78,4.761904762,2.689,4.7 950 | 373-88-1424,C,Naypyitaw,Member,Male,Home and lifestyle,35.81,5,8.9525,188.0025,2/6/2019,18:44,Ewallet,179.05,4.761904762,8.9525,7.9 951 | 365-16-4334,B,Mandalay,Normal,Female,Food and beverages,26.43,8,10.572,222.012,2/24/2019,14:26,Ewallet,211.44,4.761904762,10.572,8.9 952 | 503-21-4385,B,Mandalay,Member,Male,Health and beauty,39.91,3,5.9865,125.7165,2/21/2019,12:40,Ewallet,119.73,4.761904762,5.9865,9.3 953 | 305-89-2768,B,Mandalay,Member,Female,Home and lifestyle,21.9,3,3.285,68.985,1/9/2019,18:43,Ewallet,65.7,4.761904762,3.285,4.7 954 | 574-80-1489,B,Mandalay,Member,Female,Food and beverages,62.85,4,12.57,263.97,2/25/2019,13:22,Ewallet,251.4,4.761904762,12.57,8.7 955 | 784-08-0310,C,Naypyitaw,Member,Female,Food and beverages,21.04,4,4.208,88.368,1/13/2019,13:58,Cash,84.16,4.761904762,4.208,7.6 956 | 200-40-6154,B,Mandalay,Member,Male,Home and lifestyle,65.91,6,19.773,415.233,2/9/2019,11:45,Cash,395.46,4.761904762,19.773,5.7 957 | 846-10-0341,A,Yangon,Normal,Female,Fashion accessories,42.57,7,14.8995,312.8895,1/6/2019,11:51,Cash,297.99,4.761904762,14.8995,6.8 958 | 577-34-7579,C,Naypyitaw,Member,Male,Food and beverages,50.49,9,22.7205,477.1305,1/10/2019,17:16,Cash,454.41,4.761904762,22.7205,5.4 959 | 430-02-3888,B,Mandalay,Normal,Male,Electronic accessories,46.02,6,13.806,289.926,2/7/2019,15:55,Cash,276.12,4.761904762,13.806,7.1 960 | 867-47-1948,C,Naypyitaw,Normal,Female,Home and lifestyle,15.8,10,7.9,165.9,1/9/2019,12:07,Cash,158,4.761904762,7.9,7.8 961 | 384-59-6655,A,Yangon,Member,Female,Food and beverages,98.66,9,44.397,932.337,2/19/2019,15:07,Cash,887.94,4.761904762,44.397,8.4 962 | 256-58-3609,C,Naypyitaw,Member,Male,Fashion accessories,91.98,1,4.599,96.579,3/18/2019,15:29,Cash,91.98,4.761904762,4.599,9.8 963 | 324-92-3863,A,Yangon,Member,Male,Electronic accessories,20.89,2,2.089,43.869,2/5/2019,18:45,Cash,41.78,4.761904762,2.089,9.8 964 | 593-08-5916,A,Yangon,Normal,Female,Fashion accessories,15.5,1,0.775,16.275,3/19/2019,15:23,Credit card,15.5,4.761904762,0.775,7.4 965 | 364-34-2972,C,Naypyitaw,Member,Male,Electronic accessories,96.82,3,14.523,304.983,3/30/2019,20:37,Cash,290.46,4.761904762,14.523,6.7 966 | 794-42-3736,B,Mandalay,Normal,Male,Food and beverages,33.33,2,3.333,69.993,1/26/2019,14:41,Credit card,66.66,4.761904762,3.333,6.4 967 | 172-42-8274,B,Mandalay,Normal,Female,Electronic accessories,38.27,2,3.827,80.367,3/2/2019,18:18,Credit card,76.54,4.761904762,3.827,5.8 968 | 558-60-5016,A,Yangon,Normal,Female,Home and lifestyle,33.3,9,14.985,314.685,3/4/2019,15:27,Ewallet,299.7,4.761904762,14.985,7.2 969 | 195-06-0432,A,Yangon,Member,Male,Home and lifestyle,81.01,3,12.1515,255.1815,1/13/2019,12:55,Credit card,243.03,4.761904762,12.1515,9.3 970 | 605-03-2706,A,Yangon,Normal,Female,Health and beauty,15.8,3,2.37,49.77,3/25/2019,18:02,Cash,47.4,4.761904762,2.37,9.5 971 | 214-30-2776,B,Mandalay,Member,Female,Electronic accessories,34.49,5,8.6225,181.0725,3/11/2019,19:44,Credit card,172.45,4.761904762,8.6225,9 972 | 746-04-1077,B,Mandalay,Member,Female,Food and beverages,84.63,10,42.315,888.615,1/1/2019,11:36,Credit card,846.3,4.761904762,42.315,9 973 | 448-34-8700,B,Mandalay,Member,Male,Home and lifestyle,36.91,7,12.9185,271.2885,2/10/2019,13:51,Ewallet,258.37,4.761904762,12.9185,6.7 974 | 452-04-8808,B,Mandalay,Normal,Male,Electronic accessories,87.08,7,30.478,640.038,1/26/2019,15:17,Cash,609.56,4.761904762,30.478,5.5 975 | 531-56-4728,A,Yangon,Normal,Male,Home and lifestyle,80.08,3,12.012,252.252,2/11/2019,15:29,Cash,240.24,4.761904762,12.012,5.4 976 | 744-82-9138,C,Naypyitaw,Normal,Male,Fashion accessories,86.13,2,8.613,180.873,2/7/2019,17:59,Cash,172.26,4.761904762,8.613,8.2 977 | 883-69-1285,B,Mandalay,Member,Male,Fashion accessories,49.92,2,4.992,104.832,3/6/2019,11:55,Credit card,99.84,4.761904762,4.992,7 978 | 221-25-5073,A,Yangon,Normal,Female,Food and beverages,74.66,4,14.932,313.572,3/4/2019,10:39,Cash,298.64,4.761904762,14.932,8.5 979 | 518-71-6847,B,Mandalay,Member,Male,Food and beverages,26.6,6,7.98,167.58,2/26/2019,15:10,Ewallet,159.6,4.761904762,7.98,4.9 980 | 156-20-0370,B,Mandalay,Normal,Female,Electronic accessories,25.45,1,1.2725,26.7225,3/10/2019,18:10,Credit card,25.45,4.761904762,1.2725,5.1 981 | 151-33-7434,B,Mandalay,Normal,Female,Food and beverages,67.77,1,3.3885,71.1585,2/4/2019,20:43,Credit card,67.77,4.761904762,3.3885,6.5 982 | 728-47-9078,C,Naypyitaw,Member,Male,Food and beverages,59.59,4,11.918,250.278,1/19/2019,12:46,Cash,238.36,4.761904762,11.918,9.8 983 | 809-46-1866,A,Yangon,Normal,Male,Health and beauty,58.15,4,11.63,244.23,1/23/2019,17:44,Cash,232.6,4.761904762,11.63,8.4 984 | 139-32-4183,A,Yangon,Member,Female,Sports and travel,97.48,9,43.866,921.186,3/14/2019,14:19,Ewallet,877.32,4.761904762,43.866,7.4 985 | 148-41-7930,C,Naypyitaw,Normal,Male,Health and beauty,99.96,7,34.986,734.706,1/23/2019,10:33,Cash,699.72,4.761904762,34.986,6.1 986 | 189-40-5216,C,Naypyitaw,Normal,Male,Electronic accessories,96.37,7,33.7295,708.3195,1/9/2019,11:40,Cash,674.59,4.761904762,33.7295,6 987 | 374-38-5555,B,Mandalay,Normal,Female,Fashion accessories,63.71,5,15.9275,334.4775,2/7/2019,19:30,Ewallet,318.55,4.761904762,15.9275,8.5 988 | 764-44-8999,B,Mandalay,Normal,Female,Health and beauty,14.76,2,1.476,30.996,2/18/2019,14:42,Ewallet,29.52,4.761904762,1.476,4.3 989 | 552-44-5977,B,Mandalay,Member,Male,Health and beauty,62,8,24.8,520.8,1/3/2019,19:08,Credit card,496,4.761904762,24.8,6.2 990 | 267-62-7380,C,Naypyitaw,Member,Male,Electronic accessories,82.34,10,41.17,864.57,3/29/2019,19:12,Ewallet,823.4,4.761904762,41.17,4.3 991 | 430-53-4718,B,Mandalay,Member,Male,Health and beauty,75.37,8,30.148,633.108,1/28/2019,15:46,Credit card,602.96,4.761904762,30.148,8.4 992 | 886-18-2897,A,Yangon,Normal,Female,Food and beverages,56.56,5,14.14,296.94,3/22/2019,19:06,Credit card,282.8,4.761904762,14.14,4.5 993 | 602-16-6955,B,Mandalay,Normal,Female,Sports and travel,76.6,10,38.3,804.3,1/24/2019,18:10,Ewallet,766,4.761904762,38.3,6 994 | 745-74-0715,A,Yangon,Normal,Male,Electronic accessories,58.03,2,5.803,121.863,3/10/2019,20:46,Ewallet,116.06,4.761904762,5.803,8.8 995 | 690-01-6631,B,Mandalay,Normal,Male,Fashion accessories,17.49,10,8.745,183.645,2/22/2019,18:35,Ewallet,174.9,4.761904762,8.745,6.6 996 | 652-49-6720,C,Naypyitaw,Member,Female,Electronic accessories,60.95,1,3.0475,63.9975,2/18/2019,11:40,Ewallet,60.95,4.761904762,3.0475,5.9 997 | 233-67-5758,C,Naypyitaw,Normal,Male,Health and beauty,40.35,1,2.0175,42.3675,1/29/2019,13:46,Ewallet,40.35,4.761904762,2.0175,6.2 998 | 303-96-2227,B,Mandalay,Normal,Female,Home and lifestyle,97.38,10,48.69,1022.49,3/2/2019,17:16,Ewallet,973.8,4.761904762,48.69,4.4 999 | 727-02-1313,A,Yangon,Member,Male,Food and beverages,31.84,1,1.592,33.432,2/9/2019,13:22,Cash,31.84,4.761904762,1.592,7.7 1000 | 347-56-2442,A,Yangon,Normal,Male,Home and lifestyle,65.82,1,3.291,69.111,2/22/2019,15:33,Cash,65.82,4.761904762,3.291,4.1 1001 | 849-09-3807,A,Yangon,Member,Female,Fashion accessories,88.34,7,30.919,649.299,2/18/2019,13:28,Cash,618.38,4.761904762,30.919,6.6 --------------------------------------------------------------------------------