Consumption of Natural Gas: Table 1, represents the energy consumption of natural gas (in billions of BTU) by the 50 states and the District of Columbia. 474 475 205 639 197 344 300 409 247 660 377 870 747 116 223 248 958 406 251 346 239 514 371 580 224 530 317 267 769 190 188 289 760 678 331 520 214 165 255 319 340 130 284 834 114 108 730 620 950 393 Table 1 Construct a frequency distribution to determine: a) Mean of the frequency grouped data b) Median of the frequency grouped data c) Find to Mode of the grouped data using Empirical Relation between Mean, Median and Mode. d) Variance e) All three Quartiles f) 7 Deciles g) 87" Percentiles h) Inter Quartile Range to identify outliers if any i) Draw Box Plot j) Sketch Histogram and Cumulative Frequency Polygon (OGIVE)