Anonymous
timer Asked: Apr 25th, 2020

Question Description

  • The assignment must be in MS Word format, 1.5 spacing, 11-pt Calibri (Body) font and 2 cm margins on all four sides of your page with appropriate section headings.

Reference sources must be cited in the text of the report and listed appropriately at the end in a reference list using APA or IEEE referencing style for School of Business and School of Information Technology and Engineering respectively.

Assignment Description

Students are required to produce an individual assignment using data provided. Data is available on MA508 Moodle shell in the folder named [Data set]. You need to use Business Statistics theory, concepts, tools and terminology that you have learnt from weeks 1 to 5 to analyse the data and to write up the assignment.

Data set [Global Corporation –Customer attributes &Sales data] is obtained from a global corporation. The business sells categories of products including DVD, CD, and books which include classical, novel, politics, and bestsellers.

You have been given a data set which include the data for 400 days of trading.

  • The datasheet is labelled [customer attributes& sales] lists the results of an online survey given to customers.
    • The customer variables include:
      • Customer ID
      • “Gender” – male or female
      • Marital status (Married, single, divorced, widow)
      • Age
      • Type of customer (light user, medium user, heavy user)
      • Region that they come from (east, west, south, north)
      • Payment which defined customers’ payment methods (Paypal, credit, cash)
      • Source (web, email, shop)
      • Amount of customer’s pay
      • Product that they have purchased (Best select, CD, Classical, DVD, Novel, Politics).
      • Salary
      • Opening Gross Sales
      • Total Gross sales for the days.
      • Price over earning ratio
      • Gross profit margin (%)
      • Revenue ($000)
  • The sales variables include.

    Assignment instructions:

    The main challenge in the business is to increase sales, revenue and profit. For this reason the company has decided to conduct a survey and identify the reasons for this. They have collected the data for customers’ demographics and sales.

    Using statistical theory and application answer the main research questions below. Also by using the dataset create and answer any other research questions that are meaningful to you.

    Assignment structure:

    • Introduction– Introduce the business problem. (10 marks)
    • Identifying the data types and measurement scales of all variables in the dataset (10marks)
      • Calculate descriptive statistics for all numerical variables (20 marks)
        • Discuss whether you can calculate numerical variables (10 marks)
          • Methods of data summarising (30 marks)
            • Pivot table and covariance (10 marks)
              • Discussion of the results and recommendations (10 marks)
                • Describe the main objective of the researchers who collected this dataset
                • Describe how you want to achieve this objective in this assignment
                • Create a table containing all names of variables and the associated data type as well as the scale of measurement
                • measures of location,
                • measures of variation such as
                • For nominal categorical variables and why?
                • For ordinal categorical variables and why?
                • Create two frequency tables for two different categorical variables
                • Create corresponding bar chart and/or pie chart
                • Create two frequency tables for two different numerical variables
                • Create two corresponding histograms
                • Create Pivot table of region, payment and source and interpret the table.
                • Create covariance of amount paid and salary and interpret the table.
                • Consider the business issues you listed in the introduction for which the above analytic methods can help
                • What is your conclusion

                such as median, sample average, selected percentiles

                variance, standard deviation, range, interquartile range

                Submission: You need to submit assignment in word document, and in Excel file for data analysis.


                MA508 Business Statistics Assignment [Individual] Marking Guide (10 Marks)

                Criteria

                Possible Marks%

                Marks Allocated

                • Introduction– Introduce the business problems
                • Identifying the data types and measurement scales of all variables in the dataset
                • Calculate descriptive statistics For all numerical variables
                • Discuss whether you can calculate numerical measures
                • Methods of data summarising
                • Pivot table and covariance
                • Discussion of the results and recommendations

                10

                10

                such as median, sample average, selected percentiles

                variance, standard deviation, range, interquartile range

                20

                10

                30

                10

                10

                Total

                100%

                Overall Comments:

                = _____/10

                Unformatted Attachment Preview

                Marital status Gender Married=1 Male=1 Single=2 Female=2 Divorced=3 Widow=4 Type of customer Light user=1 medium userl=2 Heavy user=3 Region East=1 West=2 North=3 South=4 Payment Paypal=1 Credit=2 cash=3 Source Web=1 Email=2 Shop=3 Product DVD=1 CD=2 Novel=3 Classical=4 Politics=5 Best seller=6 Custome Marital r ID Gender Status 1 1 1 2 2 1 3 2 1 4 2 3 5 2 1 6 2 4 7 2 1 8 2 1 9 2 3 10 2 1 11 2 4 12 2 1 13 2 3 14 2 1 15 1 2 16 1 2 17 2 2 18 2 4 19 2 1 20 2 1 21 2 2 22 2 1 23 2 3 24 2 1 25 1 1 26 2 4 27 2 1 28 2 2 29 2 1 30 2 4 31 2 1 32 2 1 33 2 3 34 2 1 35 2 1 36 1 2 37 2 2 38 2 1 39 2 3 40 2 1 Age 32 36 32 28 34 44 30 40 46 36 48 40 40 46 24 36 22 40 32 50 28 38 50 42 48 50 50 50 32 50 28 50 44 34 50 36 42 50 44 50 Type of Customer Region 3 1 2 2 1 3 3 2 3 4 1 2 2 1 1 2 3 2 1 4 1 4 2 1 2 3 3 1 1 2 2 2 3 2 1 2 2 2 2 2 3 3 2 2 2 4 1 2 2 2 3 2 1 2 333 4 2 1 2 2 2 3 3 1 2 4 1 2 2 2 3 1 1 4 2 1 2 3 3 4 Payment 3 2 1 3 3 1 2 1 3 1 1 2 2 3 1 2 3 1 2 2 3 2 2 1 2 3 1 333 2 2 2 3 2 1 2 3 1 2 2 3 Source 3 2 1 3 3 1 2 1 3 1 1 2 2 3 1 2 3 1 2 2 3 2 2 1 2 3 1 333 2 2 2 3 2 1 2 3 1 2 2 3 Amount Paid 20.19 17.85 23.98 23.51 15.33 17.3 177.72 21.76 15.92 23.39 24.45 20.39 19.54 151.67 21.01 22.91 19.51 20.16 17.53 17.74 17.16 205.58 18.12 20.04 23.21 22.79 16.91 20.22 18.36 206.8 17.95 18.29 18.55 18.82 16.35 16.3 217 16.15 18.78 150.99 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 4 1 1 1 1 1 3 1 1 1 4 2 2 1 1 1 3 1 2 1 2 1 2 4 1 1 1 3 1 1 1 4 1 1 1 3 1 1 1 4 2 42 46 48 50 38 50 46 30 32 500 38 50 50 20 32 38 50 50 46 50 46 30 54 42 48 50 34 28 46 50 30 32 22 32 50 50 42 28 38 50 50 30 2 2 1 2 2 3 1 2 2 2 3 2 1 1 1 3 2 2 2 2 3 2 2 2 2 3 2 2 2 2 3 2 1 2 3 2 1 2 3 1 2 2 2 2 4 4 2 4 4 2 2 2 1 2 3 1 1 3 2 1 1 1 2 1 4 3 3 1 1 4 4 4 2 4 2 3 1 1 4 3 2 2 3 2 2 2 1 2 2 3 1 2 2 2 3 2 1 1 1 3 2 2 2 2 3 2 2 2 2 3 2 2 2 2 3 2 1 2 3 2 1 2 3 1 2 2 2 2 1 2 2 3 1 2 2 2 3 2 1 1 1 3 2 2 2 2 3 2 2 2 2 3 2 2 2 2 3 2 1 2 3 2 1 2 3 1 2 2 21.39 16.6 23.81 15.87 20.82 21.15 19.66 21.02 23.13 15.17 209.51 16.03 16.17 18.37 15.96 19.29 16.49 18.12 18.22 18.32 23.77 24.35 20.13 20.77 16.98 19.4 23.49 15.58 21.94 229.73 16.06 22.21 21.58 16.09 16.1 15.95 17.77 19.3 21.75 20.51 16.14 157.76 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 1 1 3 1 2 1 2 4 1 1 1 3 1 1 1 4 1 1 1 3 1 1 1 1 4 1 1 1 1 1 1 3 2 2 2 1 1 1 2 4 1 1 36 44 44 50 48 36 20 42 50 50 50 30 46 44 30 50 30 44 32 36 32 28 34 44 30 40 46 36 48 40 40 46 24 36 22 40 32 50 28 38 5 50 3 2 1 2 3 1 2 2 3 2 1 2 3 1 2 2 3 2 1 2 1 3 1 1 2 3 2 1 1 3 2 2 1 2 3 1 2 2 2 3 2 1 4 3 1 1 1 1 3 2 1 2 2 2 3 3 2 4 2 2 1 2 3 2 1 3 3 3 2 2 1 2 3 1 1 4 3 4 1 1 3 2 2 3 3 2 1 2 3 1 2 2 3 2 1 2 3 1 2 2 3 2 1 2 1 3 1 1 2 3 2 1 1 3 2 2 1 2 3 1 2 2 2 3 2 1 3 2 1 2 3 1 2 2 3 2 1 2 3 1 2 2 3 2 1 2 1 3 1 1 2 3 2 1 1 3 2 2 1 2 3 1 2 2 2 3 2 1 21.55 21.85 21.7 20.31 23.62 216.37 21.99 18.2 17.31 23.94 174.25 20.26 18.73 22.88 19.15 15.33 20.82 20.61 16.43 21.1 21.64 18.06 19.35 23.7 18.93 16.83 22.19 23.9 17.47 209.37 18 22.83 20.31 22.06 15.22 20.6 18.25 174.18 19.58 17.91 22.9 22.26 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 1 2 1 1 1 1 3 1 1 2 2 1 1 1 1 1 1 1 4 1 1 1 1 1 1 1 2 2 1 3 1 1 1 2 1 2 1 2 1 1 48 50 50 42 32 50 28 50 44 34 50 36 42 50 44 50 42 46 48 50 38 50 46 30 32 46 38 50 50 20 32 38 50 48 46 50 46 30 50 42 48 50 2 3 1 2 2 3 2 1 2 1 3 1 1 2 3 1 2 2 1 3 2 2 1 2 3 2 2 2 3 1 1 2 3 2 2 2 3 2 2 2 3 2 4 1 2 3 2 2 4 1 2 1 4 2 2 2 1 4 2 2 2 2 1 1 1 1 2 2 1 2 4 2 1 3 4 4 2 4 3 3 2 1 2 2 2 3 1 2 2 3 2 1 2 1 3 1 1 2 3 1 2 2 1 3 2 2 1 2 3 2 2 2 3 1 1 2 3 2 2 2 3 2 2 2 3 2 2 3 1 2 2 3 2 1 2 1 3 1 1 2 3 1 2 2 1 3 2 2 1 2 3 2 2 2 3 1 1 2 3 2 2 2 3 2 2 2 3 2 19.04 17.42 18.54 19.74 22.03 236.49 19.3 23.73 19.96 20.75 22.37 24.03 24.59 155.91 16.43 15.71 15.19 21.35 19.47 21.49 22.2 21.15 15.16 15.71 24.65 24.88 17.49 19.71 17.33 15.56 18.94 22.86 15.18 22.46 21.39 22.17 234.63 24.97 15.72 24.35 16.09 23.51 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 4 1 1 1 1 2 1 1 1 3 1 1 1 1 2 1 1 1 1 4 1 2 1 1 1 1 1 1 1 1 1 3 1 1 1 1 1 1 1 1 1 34 28 46 50 30 32 22 32 50 50 42 28 38 50 50 30 36 44 44 50 48 36 20 42 50 50 50 30 46 44 30 50 30 44 32 36 32 28 34 44 30 40 2 2 3 2 2 2 1 3 2 2 1 2 3 1 2 2 3 2 1 2 3 1 2 2 3 2 1 2 3 1 2 2 2 3 1 2 1 2 3 1 2 1 3 1 2 2 3 3 2 2 1 4 2 3 2 2 1 4 2 4 2 2 2 2 3 3 4 2 1 2 2 3 2 2 4 4 3 4 1 3 4 4 1 2 2 2 3 2 2 2 1 3 2 2 1 2 3 1 2 2 3 2 1 2 3 1 2 2 3 2 1 2 3 1 2 2 2 3 1 2 1 2 3 1 2 1 2 2 3 2 2 2 1 3 2 2 1 2 3 1 2 2 3 2 1 2 3 1 2 2 3 2 1 2 3 1 2 2 2 3 1 2 1 2 3 1 2 1 22.59 15.59 190.81 21.12 24.6 21.22 21.78 16.54 177.32 21.5 24.65 19.43 21.12 18.1 24.4 19.37 19.17 241.77 19.65 19.88 15.18 15.08 23.74 19.44 17.7 16.99 16.13 24.8 17.52 23.63 23.03 21.03 21.88 24.86 21.43 16.32 17.2 17.87 17.27 19.76 17.1 15.66 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 4 1 1 1 1 2 2 2 1 1 1 2 3 44 1 1 1 1 2 1 1 1 3 1 1 1 2 2 1 4 1 1 1 1 1 1 1 3 1 1 1 46 36 48 40 40 46 24 36 22 40 32 50 28 38 50 42 48 50 50 42 32 50 28 50 44 34 50 36 42 50 44 50 42 46 48 50 38 50 46 30 32 46 2 3 1 2 2 2 3 2 2 1 2 3 2 2 2 3 2 2 1 2 3 2 2 1 3 1 2 1 1 2 3 1 2 2 1 3 2 2 1 2 3 2 2 1 4 2 4 3 1 1 2 2 1 2 2 2 1 2 2 2 4 2 2 3 3 1 2 3 1 2 2 2 4 4 1 1 2 2 4 2 2 2 2 3 2 3 1 2 2 2 3 2 2 1 2 3 2 2 2 3 2 2 1 2 3 2 2 1 3 1 2 1 1 2 3 1 2 2 1 3 2 2 1 2 3 2 2 3 1 2 2 2 3 2 2 1 2 3 2 2 2 3 2 2 1 2 3 2 2 1 3 1 2 1 1 2 3 1 2 2 1 3 2 2 1 2 3 2 22.37 15.81 18.75 192.41 242.52 20.4 24.71 21.49 22.26 22.39 21.01 226.15 20.67 21.72 16.34 19.19 19.21 16.06 20.87 15.33 23.58 15.34 216.2 21.85 23.59 20.44 22.05 20.42 20.49 161.46 19.69 24.16 22.8 243.7 210.38 161.5 21.92 23.75 23.74 21.67 22.04 17.83 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 4 2 2 1 1 1 1 3 2 1 2 1 2 1 1 1 1 4 1 1 1 2 1 3 1 1 1 1 1 1 2 1 1 4 1 2 1 2 1 1 1 38 50 50 20 32 38 50 48 46 50 46 30 50 42 48 50 34 28 46 50 30 32 22 32 50 50 42 28 38 50 50 30 36 44 44 50 48 36 20 42 50 50 2 2 3 1 1 2 3 2 2 2 3 2 2 2 3 2 2 2 2 2 2 2 1 2 2 3 1 2 2 1 2 2 2 2 1 3 1 1 2 2 2 2 4 3 1 1 2 2 1 3 4 1 1 2 4 4 2 2 2 1 3 1 3 1 4 2 2 2 4 4 2 4 2 4 4 4 2 2 2 4 4 1 2 1 2 2 3 1 1 2 3 2 2 2 3 2 2 2 3 2 2 2 2 2 2 2 1 2 2 3 1 2 2 1 2 2 2 2 1 3 1 1 2 2 2 2 2 2 3 1 1 2 3 2 2 2 3 2 2 2 3 2 2 2 2 2 2 2 1 2 2 3 1 2 2 1 2 2 2 2 1 3 1 1 2 2 2 2 23.6 19.9 209.2 24 17.81 24.77 21 191.43 24.52 17.34 17.19 22.55 15.35 23.2 241.65 242.4 23.01 17.22 15.96 15.45 17.41 21.64 157.86 18.17 18.73 17.24 23.91 22.12 15.25 24.77 20.28 20.33 16.9 16.47 21.18 15.86 24.42 222.38 188.85 15.32 24.71 20.97 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 1 3 1 1 1 1 1 1 1 1 1 4 1 1 1 1 1 1 1 1 1 3 2 2 1 1 1 2 1 1 1 4 1 1 2 1 1 1 1 1 1 50 30 50 44 30 50 30 50 32 36 32 28 34 44 30 40 46 36 48 40 40 46 24 36 22 40 32 50 28 38 50 42 48 50 50 42 32 50 28 50 44 34 1 2 1 1 2 2 3 2 1 2 1 3 1 1 2 1 3 1 1 2 2 2 1 2 2 1 2 3 2 2 2 1 2 2 1 2 2 3 2 1 2 1 2 2 1 1 3 1 1 4 2 2 2 4 2 1 4 2 4 3 4 2 2 4 1 1 4 2 2 3 4 2 3 4 4 1 2 4 4 3 2 2 1 3 1 2 1 1 2 2 3 2 1 2 1 3 1 1 2 1 3 1 1 2 2 2 1 2 2 1 2 3 2 2 2 1 2 2 1 2 2 3 2 1 2 1 1 2 1 1 2 2 3 2 1 2 1 3 1 1 2 1 3 1 1 2 2 2 1 2 2 1 2 3 2 2 2 1 2 2 1 2 2 3 2 1 2 1 21.92 15.4 23.08 23.4 22.65 24.61 24.97 18.57 16.15 19.95 15.61 19.13 231.23 244.75 21.36 21.83 21.58 17.51 23.29 18.35 23.06 19.81 162.74 16.86 23.31 22.92 22.84 16.97 188.16 22.57 24.71 246.67 20.97 19.83 19.09 16.52 22.31 19.52 24.79 18.84 24.58 17.19 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 3 2 1 1 1 1 1 1 1 1 1 4 1 1 1 1 1 2 2 1 3 1 1 1 2 1 2 1 2 1 1 1 4 1 1 1 1 2 1 1 1 50 36 42 50 44 50 42 46 48 50 38 50 46 30 32 46 38 50 50 20 32 38 50 48 46 50 46 30 50 42 48 50 34 28 46 50 30 32 22 32 50 50 2 1 1 3 2 1 2 2 1 2 2 2 1 2 3 2 2 2 1 1 1 2 2 2 2 3 2 2 2 2 2 2 2 3 2 2 2 2 1 2 2 2 1 4 2 3 2 2 2 2 3 1 2 2 1 4 1 2 3 2 2 4 1 3 4 3 2 4 3 4 4 2 2 1 1 2 1 3 3 2 2 3 2 4 2 1 1 3 2 1 2 2 1 2 2 2 1 2 3 2 2 2 1 1 1 2 2 2 2 3 2 2 2 2 2 2 2 3 2 2 2 2 1 2 2 2 2 1 1 3 2 1 2 2 1 2 2 2 1 2 3 2 2 2 1 1 1 2 2 2 2 3 2 2 2 2 2 2 2 3 2 2 2 2 1 2 2 2 19.65 17.35 22.92 18.81 20.08 24.54 24.81 15.94 18.29 15.55 19.2 17.34 22.51 23.45 16.15 17.68 22.11 18.41 17.08 15.77 22.41 20.63 18.14 20.18 177.3 15.71 21.75 18.25 203.72 15.54 17.5 21.32 150.86 17.39 23.87 21.53 19.64 18.27 19.27 20.16 15.59 16.34 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 3 1 1 2 1 1 1 1 2 1 4 1 1 1 1 1 1 1 1 1 1 3 42 28 38 50 50 30 36 44 44 50 48 36 20 42 50 50 50 30 46 44 30 50 30 44 3 2 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 2 2 2 1 4 3 2 2 4 2 4 2 2 3 4 3 1 2 1 4 2 2 2 2 2 1 2 3 2 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 2 2 2 3 2 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 2 2 2 199.18 19.99 18.44 23.75 20.88 197.43 20.32 16.82 20.16 16.79 22.53 21.68 23.54 17.67 22.79 24.8 15.27 18.74 16.47 18.11 20.73 21.64 17.38 17.7 Product Salary(000) 1 51 2 38 1 51 3 52 4 49 5 54 6 45 1 51 2 52 1 48 3 57 4 49 5 45 6 51 1 49 2 56 1 34 3 45 4 37 5 52 6 47 1 50 2 46 1 47 3 58 4 44 5 55 6 35 3 42 4 62 5 53 6 43 1 49 2 41 1 45 1 62 1 45 2 57 1 64 3 51 Opening Gross Sales ($) 169.19 97.85 138.12 85.95 90.15 86.20 12.79 66.14 39.64 65.72 54.81 65.06 26.04 26.25 47.66 34.08 55.10 39.23 35.61 23.24 35.45 38.08 28.30 53.17 37.54 52.57 30.51 12.77 31.60 36.43 25.36 33.53 30.15 29.24 27.32 19.10 35.57 32.21 1.19 20.07 Total Gross Sales Price/Earnings Gross Profit ($) Ratio Margin (%) 381.01 8.4 36.7 352.39 6.2 59.3 281.29 14.6 44.8 254.46 7.2 23.8 241.07 38.0 53.3 209.84 33.5 4.1 208.55 35.8 35.9 191.45 26.8 37.6 186.59 18.7 23.6 181.03 15.9 36.4 176.76 18.9 59.5 176.65 20.7 35.7 169.71 8.8 9.6 169.11 22.1 30.8 165.25 9.7 16.3 149.26 7.4 73.4 146.41 11.0 29.6 143.62 26.9 30.6 142.61 3.6 52.1 131.37 6.1 19.4 127.00 45.6 53.6 123.48 7.9 25.8 117.54 68.2 60.7 116.60 20.5 45.5 108.09 22.9 74.2 104.03 8.4 8.4 103.03 6.2 6.2 102.36 14.6 14.6 100.29 7.2 7.2 100.24 38.0 38.0 99.97 33.5 33.5 98.78 35.8 35.8 94.24 26.8 26.8 88.57 18.7 18.7 85.47 15.9 15.9 84.35 18.9 18.9 83.55 20.7 20.7 83.50 8.8 8.8 81.70 22.1 22.1 80.36 9.7 9.7 4 5 6 1 2 1 3 4 5 6 1 2 1 3 4 5 6 1 2 1 3 4 5 6 3 4 5 6 1 2 1 1 1 2 1 3 4 5 6 1 2 1 55 48 45 41 53 40 54 44 52 43 50 41 52 37 44 51 38 48 49 48 47 44 57 46 34 48 48 47 47 37 47 44 45 53 47 42 36 49 45 44 39 41 7.52 18.91 24.03 9.72 22.40 19.50 9.36 25.00 29.51 11.36 19.15 19.65 18.45 21.24 21.86 21.16 16.84 13.21 0.60 18.62 19.45 14.81 13.02 13.27 25.07 23.75 15.56 17.82 12.07 13.54 10.60 18.03 0.20 10.47 12.37 13.95 11.64 18.69 16.30 14.01 12.05 13.04 79.38 79.25 78.05 77.48 75.66 75.61 74.77 74.16 73.01 72.51 72.29 70.66 68.22 64.01 63.69 62.50 58.71 58.01 56.81 55.80 55.10 54.71 54.54 54.01 53.35 52.70 51.80 48.48 46.46 45.06 43.85 42.59 41.36 40.96 40.26 39.05 38.54 38.18 37.92 37.66 37.52 37.41 7.4 11.0 26.9 3.6 6.1 45.6 7.9 68.2 20.5 22.9 36.7 59.3 44.8 23.8 53.3 4.1 35.9 37.6 23.6 36.4 59.5 35.7 9.6 30.8 16.3 8.4 6.2 14.6 7.2 38.0 33.5 35.8 26.8 18.7 15.9 18.9 20.7 8.8 22.1 9.7 7.4 11.0 7.4 11.0 26.9 3.6 6.1 45.6 7.9 68.2 20.5 22.9 8.4 6.2 14.6 7.2 38.0 33.5 35.8 26.8 18.7 15.9 18.9 20.7 8.8 22.1 9.7 7.4 11.0 26.9 3.6 6.1 45.6 7.9 68.2 20.5 22.9 36.7 59.3 44.8 23.8 53.3 4.1 35.9 3 4 5 6 1 2 1 3 4 5 6 1 2 1 3 4 5 6 3 4 5 6 1 2 1 1 1 2 1 3 4 5 6 1 2 1 3 4 5 6 1 2 45 55 56 54 58 50 56 37 53 52 46 51 41 42 54 55 39 44 44 50 36 55 42 48 47 47 58 52 35 51 43 53 41 38 43 48 44 44 39 45 55 55 11.22 15.00 15.22 13.53 13.33 10.41 19.06 13.10 12.95 11.34 8.64 9.11 14.79 12.22 0.07 9.91 9.85 14.95 169.19 97.85 138.12 85.95 90.15 86.20 12.79 66.14 39.64 65.72 54.81 65.06 26.04 26.25 47.66 34.08 55.10 39.23 35.61 23.24 35.45 38.08 28.30 53.17 37.31 37.30 37.30 37.08 37.05 36.67 36.39 35.61 35.06 35.06 35.01 34.52 33.05 33.04 31.76 31.18 30.44 29.14 381.01 352.39 281.29 254.46 241.07 209.84 208.55 191.45 186.59 181.03 176.76 176.65 169.71 169.11 165.25 149.26 146.41 143.62 142.61 131.37 127.00 123.48 117.54 116.60 26.9 3.6 6.1 45.6 7.9 68.2 20.5 22.9 8.4 6.2 14.6 7.2 38.0 33.5 35.8 26.8 18.7 15.9 18.9 20.7 8.8 22.1 9.7 7.4 11.0 26.9 3.6 6.1 45.6 7.9 68.2 20.5 22.9 36.7 59.3 44.8 23.8 53.3 4.1 35.9 37.6 23.6 37.6 23.6 36.4 59.5 35.7 9.6 30.8 16.3 8.4 6.2 36.7 59.3 44.8 23.8 53.3 4.1 35.9 37.6 23.6 36.4 59.5 35.7 9.6 30.8 16.3 73.4 29.6 30.6 52.1 19.4 53.6 25.8 60.7 45.5 74.2 8.4 6.2 14.6 7.2 38.0 33.5 35.8 1 3 4 5 6 1 2 1 3 4 5 6 3 4 5 6 1 2 1 1 1 2 1 3 4 5 6 1 2 1 3 4 5 6 1 2 1 3 4 5 6 1 42 36 50 49 51 46 53 47 49 59 53 59 53 45 45 58 51 45 60 42 49 44 46 39 42 50 37 54 55 42 44 36 44 61 37 53 46 60 65 43 49 48 37.54 52.57 30.51 12.77 31.60 36.43 25.36 33.53 30.15 29.24 27.32 19.10 35.57 32.21 1.19 20.07 7.52 18.91 24.03 9.72 22.40 19.50 9.36 25.00 29.51 11.36 19.15 19.65 18.45 21.24 21.86 21.16 16.84 13.21 0.60 18.62 19.45 14.81 13.02 13.27 25.07 23.75 108.09 104.03 103.03 102.36 100.29 100.24 99.97 98.78 94.24 88.57 85.47 84.35 83.55 83.50 81.70 80.36 79.38 79.25 78.05 77.48 75.66 75.61 74.77 74.16 73.01 72.51 72.29 70.66 68.22 64.01 63.69 62.50 58.71 58.01 56.81 55.80 55.10 54.71 54.54 54.01 53.35 52.70 36.4 59.5 35.7 9.6 30.8 16.3 8.4 6.2 14.6 7.2 38.0 33.5 35.8 26.8 18.7 15.9 18.9 20.7 8.8 22.1 9.7 7.4 11.0 26.9 3.6 6.1 45.6 7.9 68.2 20.5 22.9 8.4 6.2 14.6 7.2 38.0 33.5 35.8 26.8 18.7 15.9 18.9 26.8 18.7 15.9 18.9 20.7 8.8 22.1 9.7 7.4 11.0 26.9 3.6 6.1 45.6 7.9 68.2 20.5 22.9 8.4 6.2 14.6 7.2 38.0 33.5 35.8 26.8 18.7 15.9 18.9 20.7 8.8 22.1 9.7 7.4 11.0 26.9 3.6 6.1 45.6 7.9 68.2 20.5 2 1 3 4 5 6 3 4 5 6 1 2 1 1 1 2 1 3 4 5 6 1 2 1 3 4 5 6 1 2 1 3 4 5 6 1 2 1 3 4 5 6 36 41 51 59 40 43 51 53 38 33 52 60 48 47 51 50 53 40 52 46 49 47 43 42 45 43 35 54 51 54 41 45 38 40 44 44 43 45 44 46 46 34 15.56 17.82 12.07 13.54 10.60 18.03 0.20 10.47 12.37 13.95 11.64 18.69 16.30 14.01 12.05 13.04 11.22 15.00 15.22 13.53 13.33 10.41 19.06 13.10 12.95 11.34 8.64 9.11 14.79 12.22 0.07 9.91 9.85 14.95 169.19 97.85 138.12 85.95 90.15 86.20 12.79 66.14 51.80 48.48 46.46 45.06 43.85 42.59 41.36 40.96 40.26 39.05 38.54 38.18 37.92 37.66 37.52 37.41 37.31 37.30 37.30 37.08 37.05 36.67 36.39 35.61 35.06 35.06 35.01 34.52 33.05 33.04 31.76 31.18 30.44 29.14 381.01 352.39 281.29 254.46 241.07 209.84 208.55 191.45 20.7 8.8 22.1 9.7 7.4 11.0 26.9 3.6 6.1 45.6 7.9 68.2 20.5 22.9 36.7 59.3 44.8 23.8 53.3 4.1 35.9 37.6 23.6 36.4 59.5 35.7 9.6 30.8 16.3 8.4 6.2 14.6 7.2 38.0 33.5 35.8 26.8 18.7 15.9 18.9 20.7 8.8 22.9 36.7 59.3 44.8 23.8 53.3 4.1 35.9 37.6 23.6 36.4 59.5 35.7 9.6 30.8 16.3 8.4 6.2 53.3 4.1 35.9 37.6 23.6 36.4 59.5 35.7 9.6 30.8 16.3 8.4 6.2 14.6 7.2 38.0 33.5 35.8 26.8 18.7 15.9 18.9 20.7 8.8 3 4 5 6 1 2 1 1 1 2 1 3 4 5 6 1 2 1 3 4 5 6 1 2 1 3 4 5 6 1 2 1 3 4 5 6 3 4 5 6 1 2 63 49 42 49 46 44 48 45 42 46 52 32 38 40 33 46 51 55 44 46 49 48 59 46 59 46 35 44 43 54 41 51 47 44 26 58 46 45 29 60 49 49 39.64 65.72 54.81 65.06 26.04 26.25 47.66 34.08 55.10 39.23 35.61 23.24 35.45 38.08 28.30 53.17 37.54 52.57 30.51 12.77 31.60 36.43 25.36 33.53 30.15 29.24 27.32 19.10 35.57 32.21 1.19 20.07 7.52 18.91 24.03 9.72 22.40 19.50 9.36 25.00 29.51 11.36 186.59 181.03 176.76 176.65 169.71 169.11 165.25 149.26 146.41 143.62 142.61 131.37 127.00 123.48 117.54 116.60 108.09 104.03 103.03 102.36 100.29 100.24 99.97 98.78 94.24 88.57 85.47 84.35 83.55 83.50 81.70 80.36 79.38 79.25 78.05 77.48 75.66 75.61 74.77 74.16 73.01 72.51 22.1 9.7 7.4 11.0 26.9 3.6 6.1 45.6 7.9 68.2 20.5 22.9 8.4 6.2 14.6 7.2 38.0 33.5 35.8 26.8 18.7 15.9 18.9 20.7 8.8 22.1 9.7 7.4 11.0 26.9 3.6 6.1 45.6 7.9 68.2 20.5 22.9 36.7 59.3 44.8 23.8 53.3 22.1 9.7 7.4 11.0 26.9 3.6 6.1 45.6 7.9 68.2 20.5 22.9 8.4 6.2 14.6 7.2 38.0 33.5 35.8 26.8 18.7 15.9 18.9 20.7 8.8 22.1 9.7 7.4 36.7 59.3 44.8 23.8 53.3 4.1 35.9 37.6 23.6 36.4 59.5 35.7 9.6 30.8 1 1 1 2 1 3 4 5 6 1 2 1 3 4 5 6 1 2 1 3 4 5 6 1 2 1 3 4 5 6 3 4 5 6 1 2 1 1 1 2 1 3 48 51 38 51 52 49 54 45 51 52 48 57 49 45 51 49 56 34 45 37 52 47 50 46 47 58 44 51 52 48 57 49 45 51 49 56 56 45 37 52 47 50 19.15 19.65 18.45 21.24 21.86 21.16 16.84 13.21 0.60 18.62 19.45 14.81 13.02 13.27 25.07 23.75 15.56 17.82 12.07 13.54 10.60 18.03 0.20 10.47 12.37 13.95 11.64 18.69 16.30 14.01 12.05 13.04 11.22 15.00 15.22 13.53 13.33 10.41 19.06 13.10 12.95 11.34 72.29 70.66 68.22 64.01 63.69 62.50 58.71 58.01 56.81 55.80 55.10 54.71 54.54 54.01 53.35 52.70 51.80 48.48 46.46 45.06 43.85 42.59 41.36 40.96 40.26 39.05 38.54 38.18 37.92 37.66 37.52 37.41 37.31 37.30 37.30 37.08 37.05 36.67 36.39 35.61 35.06 35.06 4.1 35.9 37.6 23.6 36.4 59.5 35.7 9.6 30.8 16.3 8.4 6.2 14.6 7.2 38.0 33.5 35.8 26.8 18.7 15.9 18.9 20.7 8.8 22.1 9.7 7.4 11.0 26.9 3.6 6.1 45.6 7.9 68.2 20.5 22.9 8.4 6.2 14.6 7.2 38.0 33.5 35.8 16.3 73.4 29.6 30.6 52.1 19.4 53.6 25.8 60.7 45.5 74.2 8.4 6.2 14.6 7.2 38.0 33.5 35.8 26.8 18.7 15.9 18.9 20.7 8.8 22.1 9.7 7.4 11.0 26.9 3.6 6.1 45.6 7.9 68.2 20.5 22.9 8.4 6.2 14.6 7.2 38.0 33.5 4 5 6 1 2 1 3 4 5 6 1 2 1 3 4 5 6 1 2 1 3 4 5 6 3 4 5 6 1 2 1 1 1 2 1 3 4 5 6 1 2 1 46 47 58 44 37 52 47 50 38 40 33 46 51 55 44 46 49 48 59 46 59 46 35 44 43 54 41 51 47 44 26 58 46 45 29 60 49 49 48 51 38 51 8.64 9.11 14.79 12.22 0.07 9.91 9.85 14.95 169.19 97.85 138.12 85.95 90.15 86.20 12.79 66.14 39.64 65.72 54.81 65.06 26.04 26.25 47.66 34.08 55.10 39.23 35.61 23.24 35.45 38.08 28.30 53.17 37.54 52.57 30.51 12.77 31.60 36.43 25.36 33.53 30.15 29.24 35.01 34.52 33.05 33.04 31.76 31.18 30.44 29.14 381.01 352.39 281.29 254.46 241.07 209.84 208.55 191.45 186.59 181.03 176.76 176.65 169.71 169.11 165.25 149.26 146.41 143.62 142.61 131.37 127.00 123.48 117.54 116.60 108.09 104.03 103.03 102.36 100.29 100.24 99.97 98.78 94.24 88.57 26.8 18.7 15.9 18.9 20.7 8.8 22.1 9.7 7.4 11.0 26.9 3.6 6.1 45.6 7.9 68.2 20.5 22.9 36.7 59.3 44.8 23.8 53.3 4.1 35.9 37.6 23.6 36.4 59.5 35.7 9.6 30.8 16.3 8.4 6.2 14.6 7.2 38.0 33.5 35.8 26.8 18.7 35.8 26.8 18.7 15.9 18.9 20.7 8.8 22.1 9.7 7.4 11.0 26.9 3.6 6.1 45.6 7.9 68.2 20.5 22.9 36.7 59.3 44.8 23.8 53.3 4.1 35.9 37.6 23.6 36.4 59.5 35.7 9.6 30.8 16.3 8.4 6.2 36.7 59.3 44.8 23.8 53.3 4.1 3 4 5 6 1 2 1 3 4 5 6 1 2 1 3 4 5 6 3 4 5 6 1 2 1 1 1 2 1 3 4 5 6 1 2 1 3 4 5 6 1 2 52 49 54 45 51 52 48 57 49 45 51 49 56 34 45 37 52 47 50 46 47 58 44 51 52 48 57 49 45 51 49 56 56 45 37 52 47 50 46 47 58 44 27.32 19.10 35.57 32.21 1.19 20.07 7.52 18.91 24.03 9.72 22.40 19.50 9.36 25.00 29.51 11.36 19.15 19.65 18.45 21.24 21.86 21.16 16.84 13.21 0.60 18.62 19.45 14.81 13.02 13.27 25.07 23.75 15.56 17.82 12.07 13.54 10.60 18.03 0.20 10.47 12.37 13.95 85.47 84.35 83.55 83.50 81.70 80.36 79.38 79.25 78.05 77.48 75.66 75.61 74.77 ...
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