Bike sharing systems are a new generation of traditional bike rentals where the whole process from membership, rental and return back has become automatic Through these systems, user is able to easily rent a bike from a particular position and return back to another position Currently, there are about over 500 bike sharing programs around the world which are composed of over 500 thousand bicycles Today, there exists great interest in these systems due to their important role in traffic, environmental and health issues Apart from interesting real world applications of bike sharing systems, the characteristics of data being generated by these systems make them attractive for the research Opposed to other transport services such as bus or subway, the duration of travel, departure and arrival position is explicitly recorded in these systems This feature turns bike sharing system into a virtual sensor network that can be used for sensing mobility in the city Hence, it is expected that most of important events in the city could be detected via monitoring these data This dataset contains the daily count of rental bikes between years 2015 and 2017 in Sina bikeshare system in Big D with the corresponding working day and season information Bike sharing xlsx dataset is available on Canvas with the following variables Rides count of rental bike Day Day 1 to day 731 Working day 1 if it is a working day and 0 otherwise Non working day 1 if it is a weekend and 0 otherwise Winter 1 if it is winter and 0 otherwise Spring 1 if it is spring and 0 otherwise Summer 1 if it is summer and 0 otherwise Autumn 1 if it is autumn and 0 otherwise Using the dataset answer the following questions 1 Prepare nave forecast for day 2 through 731 Calculate the Mean Squared Error (MSE) MSE 2 Prepare 2 day moving average forecast for day 3 through 731 Calculate MSE MSE 3 Prepare exponential forecast for day 1 through 731 with smoothing factor Calculate MSE MSE 4 Prepare trend forecast for day 1 through 731 Consider the effect of different seasons (that is winter, spring, summer, and autumn) and working conditions (that is working days and non working days) Calculate MSE MSE 5 Compare the forecasting approaches based on MSE Which forecasting approach is superior Please answer all the questions in detail Rides Day Working day Non working day Winter Spring Summer Autumn Season 1072 445852 1 0 1 1 0 0 0 Winter 935 347468 2 0 1 1 0 0 0 Winter 1658 734864 3 1 0 1 0 0 0 Winter 1429 619422 4 1 0 1 0 0 0 Winter 1312 503979 5 1 0 1 0 0 0 Winter 1295 488537 6 1 0 1 0 0 0 Winter 1229 473095 7 1 0 1 0 0 0 Winter 710 7548138 8 0 1 1 0 0 0 Winter 1005 939371 9 0 1 1 0 0 0 Winter 1662 126767 10 1 0 1 0 0 0 Winter 1277 611325 11 1 0 1 0 0 0 Winter 1252 895883 12 1 0 1 0 0 0 Winter 1499 78044 13 1 0 1 0 0 0 Winter 1344 864998 14 1 0 1 0 0 0 Winter 1013 046717 15 0 1 1 0 0 0 Winter 1108 731275 16 0 1 1 0 0 0 Winter 1002 115833 17 0 1 1 0 0 0 Winter 1134 003229 18 1 0 1 0 0 0 Winter 2038 187786 19 1 0 1 0 0 0 Winter 1560 572344 20 1 0 1 0 0 0 Winter 1103 256901 21 1 0 1 0 0 0 Winter 778 4386208 22 0 1 1 0 0 0 Winter 1180 723178 23 0 1 1 0 0 0 Winter 1689 210574 24 1 0 1 0 0 0 Winter 1791 895132 25 1 0 1 0 0 0 Winter 363 6796897 26 1 0 1 0 0 0 Winter 1351 864247 27 1 0 1 0 0 0 Winter 1924 948805 28 1 0 1 0 0 0 Winter 1161 230524 29 0 1 1 0 0 0 Winter 1213 515082 30 0 1 1 0 0 0 Winter 1709 402478 31 1 0 1 0 0 0 Winter 1332 587036 32 1 0 1 0 0 0 Winter 1552 871593 33 1 0 1 0 0 0 Winter 1458 856151 34 1 0 1 0 0 0 Winter 1558 040708 35 1 0 1 0 0 0 Winter 755 1224277 36 0 1 1 0 0 0 Winter 1685 206985 37 0 1 1 0 0 0 Winter 1525 894381 38 1 0 1 0 0 0 Winter 1341 578939 39 1 0 1 0 0 0 Winter 1526 863497 40 1 0 1 0 0 0 Winter 1432 848054 41 1 0 1 0 0 0 Winter 1630 732612 42 1 0 1 0 0 0 Winter 1093 114331 43 0 1 1 0 0 0 Winter 1372 198889 44 0 1 1 0 0 0 Winter 1728 086285 45 1 0 1 0 0 0 Winter 1438 070842 46 1 0 1 0 0 0 Winter 1722 0554 47 1 0 1 0 0 0 Winter 1769 439958 48 1 0 1 0 0 0 Winter 1839 224515 49 1 0 1 0 0 0 Winter 418 2062347 50 0 1 1 0 0 0 Winter 1451 890792 51 0 1 1 0 0 0 Winter 839 87535 52 0 1 1 0 0 0 Winter 1784 462746 53 1 0 1 0 0 0 Winter 1876 647304 54 1 0 1 0 0 0 Winter 1478 131861 55 1 0 1 0 0 0 Winter 1318 316419 56 1 0 1 0 0 0 Winter 1715 898138 57 0 1 1 0 0 0 Winter 1668 782696 58 0 1 1 0 0 0 Winter 907 4700918 59 1 0 1 0 0 0 Winter 1865 554649 60 1 0 1 0 0 0 Winter 1785 539207 61 1 0 1 0 0 0 Winter 1278 523765 62 1 0 1 0 0 0 Winter 1779 508322 63 1 0 1 0 0 0 Winter 1491 090042 64 0 1 1 0 0 0 Winter 372 9745993 65 0 1 1 0 0 0 Winter 2501 261995 66 1 0 1 0 0 0 Winter 1802 446553 67 1 0 1 0 0 0 Winter 1455 731111 68 1 0 1 0 0 0 Winter 742 9156682 69 1 0 1 0 0 0 Winter 2583 700226 70 1 0 1 0 0 0 Winter 1544 181945 71 0 1 1 0 0 0 Winter 1640 566503 72 0 1 1 0 0 0 Winter 1392 353899 73 1 0 1 0 0 0 Winter 1664 438456 74 1 0 1 0 0 0 Winter 1758 023014 75 1 0 1 0 0 0 Winter 2054 607572 76 1 0 1 0 0 0 Winter 2020 092129 77 1 0 1 0 0 0 Winter 1387 973849 78 0 1 1 0 0 0 Winter 1026 558406 79 0 1 1 0 0 0 Winter 3548 734878 80 1 0 0 1 0 0 Spring 4268 119435 81 1 0 0 1 0 0 Spring 3427 903993 82 1 0 0 1 0 0 Spring 3661 488551 83 1 0 0 1 0 0 Spring 4087 573108 84 1 0 0 1 0 0 Spring 3846 054828 85 0 1 0 1 0 0 Spring 3089 139385 86 0 1 0 1 0 0 Spring 4096 726781 87 1 0 0 1 0 0 Spring 4145 511339 88 1 0 0 1 0 0 Spring 3250 695897 89 1 0 0 1 0 0 Spring 3982 680454 90 1 0 0 1 0 0 Spring 4263 165012 91 1 0 0 1 0 0 Spring 3701 046731 92 0 1 0 1 0 0 Spring 4386 831289 93 0 1 0 1 0 0 Spring 3806 118685 94 1 0 0 1 0 0 Spring 2981 303242 95 1 0 0 1 0 0 Spring 4619 7878 96 1 0 0 1 0 0 Spring 4149 172358 97 1 0 0 1 0 0 Spring 2752 456915 98 1 0 0 1 0 0 Spring 4410 038635 99 0 1 0 1 0 0 Spring 4034 623192 100 0 1 0 1 0 0 Spring 4254 710588 101 1 0 0 1 0 0 Spring 3023 195146 102 1 0 0 1 0 0 Spring 4037 979704 103 1 0 0 1 0 0 Spring 4727 264261 104 1 0 0 1 0 0 Spring 3654 84598 105 0 1 0 1 0 0 Spring 2127 230538 106 0 1 0 1 0 0 Spring 5828 615096 107 0 1 0 1 0 0 Spring 3754 802492 108 1 0 0 1 0 0 Spring 3823 187049 109 1 0 0 1 0 0 Spring 4504 071607 110 1 0 0 1 0 0 Spring 4162 956165 111 1 0 0 1 0 0 Spring 2242 640722 112 1 0 0 1 0 0 Spring 5443 722442 113 0 1 0 1 0 0 Spring 3910 506999 114 0 1 0 1 0 0 Spring 3930 394395 115 1 0 0 1 0 0 Spring 4247 278953 116 1 0 0 1 0 0 Spring 3654 163511 117 1 0 0 1 0 0 Spring 4159 348068 118 1 0 0 1 0 0 Spring 4410 432626 119 1 0 0 1 0 0 Spring 4336 214345 120 0 1 0 1 0 0 Spring 2466 998903 121 0 1 0 1 0 0 Spring 4785 686299 122 1 0 0 1 0 0 Spring 4091 070856 123 1 0 0 1 0 0 Spring 2788 855414 124 1 0 0 1 0 0 Spring 5326 839972 125 1 0 0 1 0 0 Spring 4194 724529 126 1 0 0 1 0 0 Spring 3946 206249 127 0 1 0 1 0 0 Spring 3610 690806 128 0 1 0 1 0 0 Spring 4108 678202 129 1 0 0 1 0 0 Spring 4402 46276 130 1 0 0 1 0 0 Spring 3664 447317 131 1 0 0 1 0 0 Spring 4581 931875 132 1 0 0 1 0 0 Spring 3578 616433 133 1 0 0 1 0 0 Spring 3422 498152 134 0 1 0 1 0 0 Spring 4715 88271 135 0 1 0 1 0 0 Spring 3709 570106 136 1 0 0 1 0 0 Spring 4246 954663 137 1 0 0 1 0 0 Spring 3949 239221 138 1 0 0 1 0 0 Spring 4646 223779 139 1 0 0 1 0 0 Spring 4387 008336 140 1 0 0 1 0 0 Spring 4568 990056 141 0 1 0 1 0 0 Spring 3151 274613 142 0 1 0 1 0 0 Spring 3893 562009 143 1 0 0 1 0 0 Spring 4321 746567 144 1 0 0 1 0 0 Spring 4514 731124 145 1 0 0 1 0 0 Spring 3969 215682 146 1 0 0 1 0 0 Spring 4186 70024 147 1 0 0 1 0 0 Spring 4040 381959 148 0 1 0 1 0 0 Spring 4011 466517 149 0 1 0 1 0 0 Spring 3512 851074 150 0 1 0 1 0 0 Spring 4125 63847 151 1 0 0 1 0 0 Spring 4206 623028 152 1 0 0 1 0 0 Spring 4913 407586 153 1 0 0 1 0 0 Spring 4463 792143 154 1 0 0 1 0 0 Spring 4043 773863 155 0 1 0 1 0 0 Spring 3722 95842 156 0 1 0 1 0 0 Spring 3988 545816 157 1 0 0 1 0 0 Spring 4444 030374 158 1 0 0 1 0 0 Spring 3947 514931 159 1 0 0 1 0 0 Spring 3915 099489 160 1 0 0 1 0 0 Spring 4730 384047 161 1 0 0 1 0 0 Spring 4326 465766 162 0 1 0 1 0 0 Spring 3711 650324 163 0 1 0 1 0 0 Spring 4668 83772 164 1 0 0 1 0 0 Spring 4191 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0 0 0 1 0 Summer 4753 896683 223 1 0 0 0 1 0 Summer 4829 981241 224 1 0 0 0 1 0 Summer 4022 16296 225 0 1 0 0 1 0 Summer 4325 047518 226 0 1 0 0 1 0 Summer 5129 634914 227 1 0 0 0 1 0 Summer 5043 319472 228 1 0 0 0 1 0 Summer 4756 104029 229 1 0 0 0 1 0 Summer 4160 888587 230 1 0 0 0 1 0 Summer 5032 173145 231 1 0 0 0 1 0 Summer 5314 954864 232 0 1 0 0 1 0 Summer 3671 139422 233 0 1 0 0 1 0 Summer 5424 226818 234 1 0 0 0 1 0 Summer 5606 011375 235 1 0 0 0 1 0 Summer 4279 995933 236 1 0 0 0 1 0 Summer 3709 28049 237 1 0 0 0 1 0 Summer 5609 565048 238 1 0 0 0 1 0 Summer 2143 846767 239 0 1 0 0 1 0 Summer 6884 731325 240 0 1 0 0 1 0 Summer 5052 418721 241 1 0 0 0 1 0 Summer 5246 803279 242 1 0 0 0 1 0 Summer 4750 987836 243 1 0 0 0 1 0 Summer 4898 472394 244 1 0 0 0 1 0 Summer 4592 356952 245 1 0 0 0 1 0 Summer 4493 638671 246 0 1 0 0 1 0 Summer 4988 323229 247 0 1 0 0 1 0 Summer 3562 207786 248 0 1 0 0 1 0 Summer 4436 795182 249 1 0 0 0 1 0 Summer 4391 07974 250 1 0 0 0 1 0 Summer 4788 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308 1 0 0 0 0 1 Autumn 3513 640588 309 0 1 0 0 0 1 Autumn 3409 125146 310 0 1 0 0 0 1 Autumn 4084 212542 311 1 0 0 0 0 1 Autumn 3938 3971 312 1 0 0 0 0 1 Autumn 3757 581657 313 1 0 0 0 0 1 Autumn 3006 966215 314 1 0 0 0 0 1 Autumn 3934 447934 315 0 1 0 0 0 1 Autumn 4124 632492 316 0 1 0 0 0 1 Autumn 3395 717049 317 0 1 0 0 0 1 Autumn 4390 004445 318 1 0 0 0 0 1 Autumn 3653 389003 319 1 0 0 0 0 1 Autumn 2197 873561 320 1 0 0 0 0 1 Autumn 4733 058118 321 1 0 0 0 0 1 Autumn 4110 542676 322 1 0 0 0 0 1 Autumn 3862 724395 323 0 1 0 0 0 1 Autumn 3578 308953 324 0 1 0 0 0 1 Autumn 3360 896349 325 1 0 0 0 0 1 Autumn 3084 180907 326 1 0 0 0 0 1 Autumn 4571 465464 327 1 0 0 0 0 1 Autumn 2950 247184 328 0 1 0 0 0 1 Autumn 4818 83458 329 1 0 0 0 0 1 Autumn 3903 916299 330 0 1 0 0 0 1 Autumn 3718 200856 331 0 1 0 0 0 1 Autumn 4484 288252 332 1 0 0 0 0 1 Autumn 3265 37281 333 1 0 0 0 0 1 Autumn 4427 157368 334 1 0 0 0 0 1 Autumn 4023 041925 335 1 0 0 0 0 1 Autumn 4097 726483 336 1 0 0 0 0 1 Autumn 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657934 480 1 0 0 1 0 0 Spring 6377 842492 481 1 0 0 1 0 0 Spring 5170 127049 482 1 0 0 1 0 0 Spring 6839 411607 483 1 0 0 1 0 0 Spring 4385 193326 484 0 1 0 1 0 0 Spring 7258 477884 485 0 1 0 1 0 0 Spring 5498 26528 486 1 0 0 1 0 0 Spring 6133 649837 487 1 0 0 1 0 0 Spring 6321 734395 488 1 0 0 1 0 0 Spring 6203 218953 489 1 0 0 1 0 0 Spring 5944 70351 490 1 0 0 1 0 0 Spring 6242 88523 491 0 1 0 1 0 0 Spring 5470 569787 492 0 1 0 1 0 0 Spring 5988 157183 493 1 0 0 1 0 0 Spring 5672 241741 494

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Bike sharing systems are a new generation of traditional bike rentals where the whole process from membership, rental and return back has become automatic. Through

Bike sharing systems are a new generation of traditional bike rentals where the whole process from membership, rental and return back has become automatic. Through these systems, user is able to easily rent a bike from a particular position and return back to another position. Currently, there are about over 500 bike-sharing programs around the world which are composed of over 500 thousand bicycles. Today, there exists great interest in these systems due to their important role in traffic, environmental and health issues.

Apart from interesting real-world applications of bike sharing systems, the characteristics of data being generated by these systems make them attractive for the research. Opposed to other transport services such as bus or subway, the duration of travel, departure and arrival position is explicitly recorded in these systems. This feature turns bike sharing system into a virtual sensor network that can be used for sensing mobility in the city. Hence, it is expected that most of important events in the city could be detected via monitoring these data.

This dataset contains the daily count of rental bikes between years 2015 and 2017 in Sina bikeshare system in Big D with the corresponding working day and season information. "Bike sharing.xlsx" dataset is available on Canvas with the following variables.

# Rides: count of rental bike
Day: Day 1 to day 731
Working day: 1 if it is a working day and 0 otherwise
Non-working day: 1 if it is a weekend and 0 otherwise
Winter: 1 if it is winter and 0 otherwise
Spring: 1 if it is spring and 0 otherwise
Summer: 1 if it is summer and 0 otherwise
Autumn: 1 if it is autumn and 0 otherwise

Using the dataset answer the following questions:

1. Prepare nave forecast for day 2 through 731. Calculate the Mean Squared Error (MSE).

MSE:

2. Prepare 2-day moving average forecast for day 3 through 731. Calculate MSE.

MSE:

3. Prepare exponential forecast for day 1 through 731 with smoothing factor . Calculate MSE.

MSE:

4. Prepare trend forecast for day 1 through 731. Consider the effect of different seasons (that is winter, spring, summer, and autumn) and working conditions (that is working days and non-working days)? Calculate MSE.

MSE:

5. Compare the forecasting approaches based on MSE. Which forecasting approach is superior?

Please answer all the questions in detail

Question

Bike sharing systems are a new generation of traditional bike rentals where the whole process from membership, rental and return back has become automatic. Through

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# Rides	Day	Working day	Non-working day	Winter	Spring	Summer	Autumn	Season
1072.445852	1	0	1	1	0	0	0	Winter
935.347468	2	0	1	1	0	0	0	Winter
1658.734864	3	1	0	1	0	0	0	Winter
1429.619422	4	1	0	1	0	0	0	Winter
1312.503979	5	1	0	1	0	0	0	Winter
1295.488537	6	1	0	1	0	0	0	Winter
1229.473095	7	1	0	1	0	0	0	Winter
710.7548138	8	0	1	1	0	0	0	Winter
1005.939371	9	0	1	1	0	0	0	Winter
1662.126767	10	1	0	1	0	0	0	Winter
1277.611325	11	1	0	1	0	0	0	Winter
1252.895883	12	1	0	1	0	0	0	Winter
1499.78044	13	1	0	1	0	0	0	Winter
1344.864998	14	1	0	1	0	0	0	Winter
1013.046717	15	0	1	1	0	0	0	Winter
1108.731275	16	0	1	1	0	0	0	Winter
1002.115833	17	0	1	1	0	0	0	Winter
1134.003229	18	1	0	1	0	0	0	Winter
2038.187786	19	1	0	1	0	0	0	Winter
1560.572344	20	1	0	1	0	0	0	Winter
1103.256901	21	1	0	1	0	0	0	Winter
778.4386208	22	0	1	1	0	0	0	Winter
1180.723178	23	0	1	1	0	0	0	Winter
1689.210574	24	1	0	1	0	0	0	Winter
1791.895132	25	1	0	1	0	0	0	Winter
363.6796897	26	1	0	1	0	0	0	Winter
1351.864247	27	1	0	1	0	0	0	Winter
1924.948805	28	1	0	1	0	0	0	Winter
1161.230524	29	0	1	1	0	0	0	Winter
1213.515082	30	0	1	1	0	0	0	Winter
1709.402478	31	1	0	1	0	0	0	Winter
1332.587036	32	1	0	1	0	0	0	Winter
1552.871593	33	1	0	1	0	0	0	Winter
1458.856151	34	1	0	1	0	0	0	Winter
1558.040708	35	1	0	1	0	0	0	Winter
755.1224277	36	0	1	1	0	0	0	Winter
1685.206985	37	0	1	1	0	0	0	Winter
1525.894381	38	1	0	1	0	0	0	Winter
1341.578939	39	1	0	1	0	0	0	Winter
1526.863497	40	1	0	1	0	0	0	Winter
1432.848054	41	1	0	1	0	0	0	Winter
1630.732612	42	1	0	1	0	0	0	Winter
1093.114331	43	0	1	1	0	0	0	Winter
1372.198889	44	0	1	1	0	0	0	Winter
1728.086285	45	1	0	1	0	0	0	Winter
1438.070842	46	1	0	1	0	0	0	Winter
1722.0554	47	1	0	1	0	0	0	Winter
1769.439958	48	1	0	1	0	0	0	Winter
1839.224515	49	1	0	1	0	0	0	Winter
418.2062347	50	0	1	1	0	0	0	Winter
1451.890792	51	0	1	1	0	0	0	Winter
839.87535	52	0	1	1	0	0	0	Winter
1784.462746	53	1	0	1	0	0	0	Winter
1876.647304	54	1	0	1	0	0	0	Winter
1478.131861	55	1	0	1	0	0	0	Winter
1318.316419	56	1	0	1	0	0	0	Winter
1715.898138	57	0	1	1	0	0	0	Winter
1668.782696	58	0	1	1	0	0	0	Winter
907.4700918	59	1	0	1	0	0	0	Winter
1865.554649	60	1	0	1	0	0	0	Winter
1785.539207	61	1	0	1	0	0	0	Winter
1278.523765	62	1	0	1	0	0	0	Winter
1779.508322	63	1	0	1	0	0	0	Winter
1491.090042	64	0	1	1	0	0	0	Winter
372.9745993	65	0	1	1	0	0	0	Winter
2501.261995	66	1	0	1	0	0	0	Winter
1802.446553	67	1	0	1	0	0	0	Winter
1455.731111	68	1	0	1	0	0	0	Winter
742.9156682	69	1	0	1	0	0	0	Winter
2583.700226	70	1	0	1	0	0	0	Winter
1544.181945	71	0	1	1	0	0	0	Winter
1640.566503	72	0	1	1	0	0	0	Winter
1392.353899	73	1	0	1	0	0	0	Winter
1664.438456	74	1	0	1	0	0	0	Winter
1758.023014	75	1	0	1	0	0	0	Winter
2054.607572	76	1	0	1	0	0	0	Winter
2020.092129	77	1	0	1	0	0	0	Winter
1387.973849	78	0	1	1	0	0	0	Winter
1026.558406	79	0	1	1	0	0	0	Winter
3548.734878	80	1	0	0	1	0	0	Spring
4268.119435	81	1	0	0	1	0	0	Spring
3427.903993	82	1	0	0	1	0	0	Spring
3661.488551	83	1	0	0	1	0	0	Spring
4087.573108	84	1	0	0	1	0	0	Spring
3846.054828	85	0	1	0	1	0	0	Spring
3089.139385	86	0	1	0	1	0	0	Spring
4096.726781	87	1	0	0	1	0	0	Spring
4145.511339	88	1	0	0	1	0	0	Spring
3250.695897	89	1	0	0	1	0	0	Spring
3982.680454	90	1	0	0	1	0	0	Spring
4263.165012	91	1	0	0	1	0	0	Spring
3701.046731	92	0	1	0	1	0	0	Spring
4386.831289	93	0	1	0	1	0	0	Spring
3806.118685	94	1	0	0	1	0	0	Spring
2981.303242	95	1	0	0	1	0	0	Spring
4619.7878	96	1	0	0	1	0	0	Spring
4149.172358	97	1	0	0	1	0	0	Spring
2752.456915	98	1	0	0	1	0	0	Spring
4410.038635	99	0	1	0	1	0	0	Spring
4034.623192	100	0	1	0	1	0	0	Spring
4254.710588	101	1	0	0	1	0	0	Spring
3023.195146	102	1	0	0	1	0	0	Spring
4037.979704	103	1	0	0	1	0	0	Spring
4727.264261	104	1	0	0	1	0	0	Spring
3654.84598	105	0	1	0	1	0	0	Spring
2127.230538	106	0	1	0	1	0	0	Spring
5828.615096	107	0	1	0	1	0	0	Spring
3754.802492	108	1	0	0	1	0	0	Spring
3823.187049	109	1	0	0	1	0	0	Spring
4504.071607	110	1	0	0	1	0	0	Spring
4162.956165	111	1	0	0	1	0	0	Spring
2242.640722	112	1	0	0	1	0	0	Spring
5443.722442	113	0	1	0	1	0	0	Spring
3910.506999	114	0	1	0	1	0	0	Spring
3930.394395	115	1	0	0	1	0	0	Spring
4247.278953	116	1	0	0	1	0	0	Spring
3654.163511	117	1	0	0	1	0	0	Spring
4159.348068	118	1	0	0	1	0	0	Spring
4410.432626	119	1	0	0	1	0	0	Spring
4336.214345	120	0	1	0	1	0	0	Spring
2466.998903	121	0	1	0	1	0	0	Spring
4785.686299	122	1	0	0	1	0	0	Spring
4091.070856	123	1	0	0	1	0	0	Spring
2788.855414	124	1	0	0	1	0	0	Spring
5326.839972	125	1	0	0	1	0	0	Spring
4194.724529	126	1	0	0	1	0	0	Spring
3946.206249	127	0	1	0	1	0	0	Spring
3610.690806	128	0	1	0	1	0	0	Spring
4108.678202	129	1	0	0	1	0	0	Spring
4402.46276	130	1	0	0	1	0	0	Spring
3664.447317	131	1	0	0	1	0	0	Spring
4581.931875	132	1	0	0	1	0	0	Spring
3578.616433	133	1	0	0	1	0	0	Spring
3422.498152	134	0	1	0	1	0	0	Spring
4715.88271	135	0	1	0	1	0	0	Spring
3709.570106	136	1	0	0	1	0	0	Spring
4246.954663	137	1	0	0	1	0	0	Spring
3949.239221	138	1	0	0	1	0	0	Spring
4646.223779	139	1	0	0	1	0	0	Spring
4387.008336	140	1	0	0	1	0	0	Spring
4568.990056	141	0	1	0	1	0	0	Spring
3151.274613	142	0	1	0	1	0	0	Spring
3893.562009	143	1	0	0	1	0	0	Spring
4321.746567	144	1	0	0	1	0	0	Spring
4514.731124	145	1	0	0	1	0	0	Spring
3969.215682	146	1	0	0	1	0	0	Spring
4186.70024	147	1	0	0	1	0	0	Spring
4040.381959	148	0	1	0	1	0	0	Spring
4011.466517	149	0	1	0	1	0	0	Spring
3512.851074	150	0	1	0	1	0	0	Spring
4125.63847	151	1	0	0	1	0	0	Spring
4206.623028	152	1	0	0	1	0	0	Spring
4913.407586	153	1	0	0	1	0	0	Spring
4463.792143	154	1	0	0	1	0	0	Spring
4043.773863	155	0	1	0	1	0	0	Spring
3722.95842	156	0	1	0	1	0	0	Spring
3988.545816	157	1	0	0	1	0	0	Spring
4444.030374	158	1	0	0	1	0	0	Spring
3947.514931	159	1	0	0	1	0	0	Spring
3915.099489	160	1	0	0	1	0	0	Spring
4730.384047	161	1	0	0	1	0	0	Spring
4326.465766	162	0	1	0	1	0	0	Spring
3711.650324	163	0	1	0	1	0	0	Spring
4668.83772	164	1	0	0	1	0	0	Spring
4191.922277	165	1	0	0	1	0	0	Spring
4489.906835	166	1	0	0	1	0	0	Spring
3303.891393	167	1	0	0	1	0	0	Spring
5052.27595	168	1	0	0	1	0	0	Spring
4290.657669	169	0	1	0	1	0	0	Spring
3841.042227	170	0	1	0	1	0	0	Spring
3800.729623	171	1	0	0	1	0	0	Spring
5048.384244	172	1	0	0	0	1	0	Summer
4246.668801	173	1	0	0	0	1	0	Summer
4679.753359	174	1	0	0	0	1	0	Summer
4627.737917	175	1	0	0	0	1	0	Summer
4434.519636	176	0	1	0	0	1	0	Summer
4364.304194	177	0	1	0	0	1	0	Summer
4085.29159	178	1	0	0	0	1	0	Summer
4466.576147	179	1	0	0	0	1	0	Summer
4917.860705	180	1	0	0	0	1	0	Summer
4722.345263	181	1	0	0	0	1	0	Summer
4417.62982	182	1	0	0	0	1	0	Summer
4154.41154	183	0	1	0	0	1	0	Summer
4000.896097	184	0	1	0	0	1	0	Summer
5311.080655	185	0	1	0	0	1	0	Summer
3581.668051	186	1	0	0	0	1	0	Summer
4526.452608	187	1	0	0	0	1	0	Summer
4531.137166	188	1	0	0	0	1	0	Summer
4176.021724	189	1	0	0	0	1	0	Summer
5269.403443	190	0	1	0	0	1	0	Summer
4049.088001	191	0	1	0	0	1	0	Summer
4022.075397	192	1	0	0	0	1	0	Summer
4704.359954	193	1	0	0	0	1	0	Summer
4648.144512	194	1	0	0	0	1	0	Summer
5114.12907	195	1	0	0	0	1	0	Summer
4917.913627	196	1	0	0	0	1	0	Summer
4669.395346	197	0	1	0	0	1	0	Summer
3970.579904	198	0	1	0	0	1	0	Summer
4025.4673	199	1	0	0	0	1	0	Summer
4679.751858	200	1	0	0	0	1	0	Summer
4480.736415	201	1	0	0	0	1	0	Summer
4248.820973	202	1	0	0	0	1	0	Summer
4359.905531	203	1	0	0	0	1	0	Summer
4366.18725	204	0	1	0	0	1	0	Summer
4667.671808	205	0	1	0	0	1	0	Summer
4817.759204	206	1	0	0	0	1	0	Summer
5184.343761	207	1	0	0	0	1	0	Summer
4710.928319	208	1	0	0	0	1	0	Summer
4483.912877	209	1	0	0	0	1	0	Summer
4294.697434	210	1	0	0	0	1	0	Summer
4915.579153	211	0	1	0	0	1	0	Summer
4359.563711	212	0	1	0	0	1	0	Summer
4666.451107	213	1	0	0	0	1	0	Summer
5102.335665	214	1	0	0	0	1	0	Summer
3812.720222	215	1	0	0	0	1	0	Summer
5409.20478	216	1	0	0	0	1	0	Summer
4916.189338	217	1	0	0	0	1	0	Summer
4112.571057	218	0	1	0	0	1	0	Summer
4162.055615	219	0	1	0	0	1	0	Summer
5108.043011	220	1	0	0	0	1	0	Summer
4927.927568	221	1	0	0	0	1	0	Summer
4864.712126	222	1	0	0	0	1	0	Summer
4753.896683	223	1	0	0	0	1	0	Summer
4829.981241	224	1	0	0	0	1	0	Summer
4022.16296	225	0	1	0	0	1	0	Summer
4325.047518	226	0	1	0	0	1	0	Summer
5129.634914	227	1	0	0	0	1	0	Summer
5043.319472	228	1	0	0	0	1	0	Summer
4756.104029	229	1	0	0	0	1	0	Summer
4160.888587	230	1	0	0	0	1	0	Summer
5032.173145	231	1	0	0	0	1	0	Summer
5314.954864	232	0	1	0	0	1	0	Summer
3671.139422	233	0	1	0	0	1	0	Summer
5424.226818	234	1	0	0	0	1	0	Summer
5606.011375	235	1	0	0	0	1	0	Summer
4279.995933	236	1	0	0	0	1	0	Summer
3709.28049	237	1	0	0	0	1	0	Summer
5609.565048	238	1	0	0	0	1	0	Summer
2143.846767	239	0	1	0	0	1	0	Summer
6884.731325	240	0	1	0	0	1	0	Summer
5052.418721	241	1	0	0	0	1	0	Summer
5246.803279	242	1	0	0	0	1	0	Summer
4750.987836	243	1	0	0	0	1	0	Summer
4898.472394	244	1	0	0	0	1	0	Summer
4592.356952	245	1	0	0	0	1	0	Summer
4493.638671	246	0	1	0	0	1	0	Summer
4988.323229	247	0	1	0	0	1	0	Summer
3562.207786	248	0	1	0	0	1	0	Summer
4436.795182	249	1	0	0	0	1	0	Summer
4391.07974	250	1	0	0	0	1	0	Summer
4788.464297	251	1	0	0	0	1	0	Summer
6093.048855	252	1	0	0	0	1	0	Summer
5962.130574	253	0	1	0	0	1	0	Summer
4497.515132	254	0	1	0	0	1	0	Summer
4684.702528	255	1	0	0	0	1	0	Summer
4958.187086	256	1	0	0	0	1	0	Summer
4943.971643	257	1	0	0	0	1	0	Summer
4145.756201	258	1	0	0	0	1	0	Summer
5710.040759	259	1	0	0	0	1	0	Summer
4564.822478	260	0	1	0	0	1	0	Summer
4578.607035	261	0	1	0	0	1	0	Summer
5140.994431	262	1	0	0	0	1	0	Summer
4332.278989	263	1	0	0	0	1	0	Summer
5463.963547	264	1	0	0	0	1	0	Summer
5281.748104	265	1	0	0	0	1	0	Summer
1891.707448	266	1	0	0	0	0	1	Autumn
5491.089167	267	0	1	0	0	0	1	Autumn
3087.773725	268	0	1	0	0	0	1	Autumn
3321.861121	269	1	0	0	0	0	1	Autumn
3236.245679	270	1	0	0	0	0	1	Autumn
3449.530236	271	1	0	0	0	0	1	Autumn
4256.414794	272	1	0	0	0	0	1	Autumn
3863.499352	273	1	0	0	0	0	1	Autumn
1468.081071	274	0	1	0	0	0	1	Autumn
3756.865629	275	0	1	0	0	0	1	Autumn
4081.953025	276	1	0	0	0	0	1	Autumn
4251.137582	277	1	0	0	0	0	1	Autumn
3895.32214	278	1	0	0	0	0	1	Autumn
3599.006698	279	1	0	0	0	0	1	Autumn
3801.091255	280	1	0	0	0	0	1	Autumn
3743.672974	281	0	1	0	0	0	1	Autumn
3523.657532	282	0	1	0	0	0	1	Autumn
3181.84209	283	0	1	0	0	0	1	Autumn
3280.829486	284	1	0	0	0	0	1	Autumn
2171.114043	285	1	0	0	0	0	1	Autumn
4027.298601	286	1	0	0	0	0	1	Autumn
4196.483159	287	1	0	0	0	0	1	Autumn
4585.664878	288	0	1	0	0	0	1	Autumn
3366.749436	289	0	1	0	0	0	1	Autumn
3371.236832	290	1	0	0	0	0	1	Autumn
3830.921389	291	1	0	0	0	0	1	Autumn
2084.905947	292	1	0	0	0	0	1	Autumn
4956.790504	293	1	0	0	0	0	1	Autumn
3798.775062	294	1	0	0	0	0	1	Autumn
3525.056781	295	0	1	0	0	0	1	Autumn
3578.741339	296	0	1	0	0	0	1	Autumn
3602.828735	297	1	0	0	0	0	1	Autumn
4094.013293	298	1	0	0	0	0	1	Autumn
3194.29785	299	1	0	0	0	0	1	Autumn
2890.282408	300	1	0	0	0	0	1	Autumn
4521.766966	301	1	0	0	0	0	1	Autumn
1375.948685	302	0	1	0	0	0	1	Autumn
5458.133243	303	0	1	0	0	0	1	Autumn
4012.920639	304	1	0	0	0	0	1	Autumn
4061.005196	305	1	0	0	0	0	1	Autumn
3869.689754	306	1	0	0	0	0	1	Autumn
3644.074311	307	1	0	0	0	0	1	Autumn
3848.258869	308	1	0	0	0	0	1	Autumn
3513.640588	309	0	1	0	0	0	1	Autumn
3409.125146	310	0	1	0	0	0	1	Autumn
4084.212542	311	1	0	0	0	0	1	Autumn
3938.3971	312	1	0	0	0	0	1	Autumn
3757.581657	313	1	0	0	0	0	1	Autumn
3006.966215	314	1	0	0	0	0	1	Autumn
3934.447934	315	0	1	0	0	0	1	Autumn
4124.632492	316	0	1	0	0	0	1	Autumn
3395.717049	317	0	1	0	0	0	1	Autumn
4390.004445	318	1	0	0	0	0	1	Autumn
3653.389003	319	1	0	0	0	0	1	Autumn
2197.873561	320	1	0	0	0	0	1	Autumn
4733.058118	321	1	0	0	0	0	1	Autumn
4110.542676	322	1	0	0	0	0	1	Autumn
3862.724395	323	0	1	0	0	0	1	Autumn
3578.308953	324	0	1	0	0	0	1	Autumn
3360.896349	325	1	0	0	0	0	1	Autumn
3084.180907	326	1	0	0	0	0	1	Autumn
4571.465464	327	1	0	0	0	0	1	Autumn
2950.247184	328	0	1	0	0	0	1	Autumn
4818.83458	329	1	0	0	0	0	1	Autumn
3903.916299	330	0	1	0	0	0	1	Autumn
3718.200856	331	0	1	0	0	0	1	Autumn
4484.288252	332	1	0	0	0	0	1	Autumn
3265.37281	333	1	0	0	0	0	1	Autumn
4427.157368	334	1	0	0	0	0	1	Autumn
4023.041925	335	1	0	0	0	0	1	Autumn
4097.726483	336	1	0	0	0	0	1	Autumn
3520.208202	337	0	1	0	0	0	1	Autumn
3663.49276	338	0	1	0	0	0	1	Autumn
4192.980156	339	1	0	0	0	0	1	Autumn
3118.264714	340	1	0	0	0	0	1	Autumn
2653.249271	341	1	0	0	0	0	1	Autumn
5812.833829	342	1	0	0	0	0	1	Autumn
4194.918386	343	1	0	0	0	0	1	Autumn
3485.100106	344	0	1	0	0	0	1	Autumn
3478.584663	345	0	1	0	0	0	1	Autumn
4399.372059	346	1	0	0	0	0	1	Autumn
4156.956617	347	1	0	0	0	0	1	Autumn
4165.141175	348	1	0	0	0	0	1	Autumn
3996.925732	349	1	0	0	0	0	1	Autumn
3931.61029	350	1	0	0	0	0	1	Autumn
3237.192009	351	0	1	0	0	0	1	Autumn
3613.576567	352	0	1	0	0	0	1	Autumn
4720.563963	353	1	0	0	0	0	1	Autumn
4288.448521	354	1	0	0	0	0	1	Autumn
2407.499153	355	1	0	1	0	0	0	Winter
3461.483711	356	1	0	1	0	0	0	Winter
2579.968269	357	1	0	1	0	0	0	Winter
2142.449988	358	0	1	1	0	0	0	Winter
2806.534546	359	0	1	1	0	0	0	Winter
3385.919103	360	0	1	1	0	0	0	Winter
3094.306499	361	1	0	1	0	0	0	Winter
4006.191057	362	1	0	1	0	0	0	Winter
3298.275614	363	1	0	1	0	0	0	Winter
3622.160172	364	1	0	1	0	0	0	Winter
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3445.650574	397	1	0	1	0	0	0	Winter
2829.435132	398	1	0	1	0	0	0	Winter
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3842.65792	403	1	0	1	0	0	0	Winter
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4159.327035	405	1	0	1	0	0	0	Winter
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2802.27787	408	0	1	1	0	0	0	Winter
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3816.649824	410	1	0	1	0	0	0	Winter
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2913.25358	429	0	1	1	0	0	0	Winter
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3613.109341	445	1	0	1	0	0	0	Winter
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5672.241741	494 Step by Step Solution There are 3 Steps involved in it Step: 1 Get Instant Access to Expert-Tailored Solutions See step-by-step solutions with expert insights and AI powered tools for academic success Step: 2 Step: 3 Ace Your Homework with AI Get the answers you need in no time with our AI-driven, step-by-step assistance Get Started Recommended Textbook for Complex Variables and Applications Authors: James Brown, Ruel Churchill 8th edition 73051942, 978-0073051949 More Books Students also viewed these Mathematics questions Question Bike sharing systems are a new generation of traditional bike rentals where the whole process from membership, rental and return back has become automatic. Through these systems, user is able to... Answered: 1 week ago Question Bike sharing systems are a new generation of traditional bike rentals where the whole process from membership, rental and return back has become automatic. Through these systems, user is able to... 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