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请在 Capital Bikeshare （美国 Washington, D.C.的一个共享单车公司）提供的自行
车数据上进行回归分析。训练数据为 2011 年的数据，要求预测 2012 年每天的单车
共享数量。
需要提交代码文件，并给出必要的结果解释。
1) 训练数据和测试数据分割（请将 2012 年的数据作为测试数据）；（20 分）
2) 适当的特征工程（及数据探索）;（20 分）
a) 有些特征看起来是数据值特征，其实是类别型特征，如月份、季节
b) 数值型特征归一化
c) 可以丢弃一些不必要的特征
3) 岭回归，并选择最佳的正则参数； （30 分）
a) 参数调优
b) 结果可视化
4) Lasso，并选择最佳的正则参数；（30 分）
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instant,dteday,season,yr,mnth,holiday,weekday,workingday,weathersit,temp,atemp,hum,windspeed,casual,registered,cnt
1,,1,0,1,0,6,0,2,0....,654,985
2,,1,0,1,0,0,0,2,0....,670,801
3,,1,0,1,0,1,1,1,0....,
4,,1,0,1,0,2,1,1,0.2,0...,
5,,1,0,1,0,3,1,1,0..957,0.8,1600
6,,1,0,1,0,4,1,1,0....,
7,,1,0,1,0,5,1,2,0....,
8,,1,0,1,0,6,0,2,0.165,0...,891,959
9,,1,0,1,0,0,0,1,0....,822
10,,1,0,1,0,1,1,1,0....,
11,,1,0,1,0,2,1,2,0....,
12,,1,0,1,0,3,1,1,0....,
13,,1,0,1,0,4,1,1,0.165,0...301,38,
14,,1,0,1,0,5,1,1,0.413,0..,
15,,1,0,1,0,6,0,2,0...963,222,
16,,1,0,1,0,0,0,1,0...433,251,953,1204
17,,1,0,1,1,1,0,2,0...017,117,883,1000
18,,1,0,1,0,2,1,2,0....,674,683
19,,1,0,1,0,3,1,2,0....,
20,,1,0,1,0,4,1,2,0..333,0.,
21,,1,0,1,0,5,1,1,0.833,0..,
22,,1,0,1,0,6,0,1,0...4,0.,981
23,,1,0,1,0,0,0,1,0....,986
24,,1,0,1,0,1,1,1,0..739,0.0,1416
25,,1,0,1,0,2,1,2,0....,
26,,1,0,1,0,3,1,3,0.6,0.85,34,472,506
27,,1,0,1,0,4,1,1,0.195,0.5,0.,416,431
28,,1,0,1,0,5,1,2,0....9,1167
29,,1,0,1,0,6,0,1,0....,975,1098
30,,1,0,1,0,0,0,1,0....,956,1096
31,,1,0,1,0,1,1,2,0..75,0.,
32,,1,0,2,0,2,1,2,0..565,0.,
33,,1,0,2,0,3,1,2,0.26,0...,
34,,1,0,2,0,4,1,1,0....,
35,,1,0,2,0,5,1,2,0....,
36,,1,0,2,0,6,0,2,0....,905,1005
37,,1,0,2,0,0,0,1,0....9,1623
38,,1,0,2,0,1,1,1,0....,
39,,1,0,2,0,2,1,1,0....6,1530
40,,1,0,2,0,3,1,2,0....,
41,,1,0,2,0,4,1,1,0....,
42,,1,0,2,0,5,1,1,0....97,1746
43,,1,0,2,0,6,0,1,0.954,0..,
44,,1,0,2,0,0,0,1,0....,
45,,1,0,2,0,1,1,1,0.415,0.833,0.,
46,,1,0,2,0,2,1,1,0....,
47,,1,0,2,0,3,1,1,0..478,0.,
48,,1,0,2,0,4,1,1,0...505,0.,
49,,1,0,2,0,5,1,1,0....,
50,,1,0,2,0,6,0,1,0....,
51,,1,0,2,0,0,0,1,0..826,0.,
52,,1,0,2,1,1,0,2,0...605,0.,912,1107
53,,1,0,2,0,2,1,1,0....,
54,,1,0,2,0,3,1,1,0....,
55,,1,0,2,0,4,1,2,0....,
56,,1,0,2,0,5,1,2,0....,
57,,1,0,2,0,6,0,1,0.192,0..,
58,,1,0,2,0,0,0,1,0...68,0.,
59,,1,0,2,0,1,1,2,0....,
60,,1,0,3,0,2,1,1,0...535,0.,
61,,1,0,3,0,3,1,1,0.335,0...,
62,,1,0,3,0,4,1,1,0....,
63,,1,0,3,0,5,1,2,0....,
64,,1,0,3,0,6,0,2,0....,
65,,1,0,3,0,0,0,2,0....,491,605
66,,1,0,3,0,1,1,1,0....,
67,,1,0,3,0,2,1,1,0.4,0..17,2133
68,,1,0,3,0,3,1,2,0....00,1891
69,,1,0,3,0,4,1,3,0..,0.,577,623
70,,1,0,3,0,5,1,2,0..305,0..30,1977
71,,1,0,3,0,6,0,1,0..583,0.,
72,,1,0,3,0,0,0,1,0....,
73,,1,0,3,0,1,1,1,0..332,0..,
74,,1,0,3,0,2,1,2,0....,
75,,1,0,3,0,3,1,2,0..522,0.,
76,,1,0,3,0,4,1,1,0.415,0...,
77,,1,0,3,0,5,1,1,0.54,0...,
78,,1,0,3,0,6,0,1,0.525,0..4,
79,,1,0,3,0,0,0,1,0.75,0.721,71
80,,2,0,3,0,1,1,2,0....,
81,,2,0,3,0,2,1,1,0....43,2703
82,,2,0,3,0,3,1,2,0....,
83,,2,0,3,0,4,1,2,0.285,0...,
84,,2,0,3,0,5,1,1,0...495,0.,
85,,2,0,3,0,6,0,1,0....,
86,,2,0,3,0,0,0,2,0....1,1693
87,,2,0,3,0,1,1,1,0....,
88,,2,0,3,0,2,1,1,0.908,0..,
89,,2,0,3,0,3,1,2,0.3,0.667,0.,
90,,2,0,3,0,4,1,3,0....,
91,,2,0,4,0,5,1,2,0.3,0..708,307,
92,,2,0,4,0,6,0,2,0.315,0..146,898,
93,,2,0,4,0,0,0,1,0...48,0.1,
94,,2,0,4,0,1,1,1,0...571,734,
95,,2,0,4,0,2,1,2,0..083,0.,
96,,2,0,4,0,3,1,1,0....,
97,,2,0,4,0,4,1,1,0.696,0..,
98,,2,0,4,0,5,1,2,0...992,172,
99,,2,0,4,0,6,0,2,0.529,0.083,879,
100,,2,0,4,0,0,0,2,0...767,95
101,,2,0,4,0,1,1,2,0....,
102,,2,0,4,0,2,1,2,0.054,0..,
103,,2,0,4,0,3,1,2,0.283,0..,
104,,2,0,4,0,4,1,1,0.742,0..8,3267
105,,2,0,4,1,5,0,1,0...375,642,
106,,2,0,4,0,6,0,3,0....,674,795
107,,2,0,4,0,0,0,1,0....8,
108,,2,0,4,0,1,1,1,0.146,0.567,669,
109,,2,0,4,0,2,1,2,0....,
110,,2,0,4,0,3,1,1,0.595,0...,
111,,2,0,4,0,4,1,1,0....,
112,,2,0,4,0,5,1,2,0....,
113,,2,0,4,0,6,0,2,0.46,0...2,
114,,2,0,4,0,0,0,2,0....0,
115,,2,0,4,0,1,1,1,0..667,0.,
116,,2,0,4,0,2,1,1,0....2,4400
117,,2,0,4,0,3,1,2,0.62,0...5,3872
118,,2,0,4,0,4,1,2,0.929,0..,
119,,2,0,4,0,5,1,1,0.51,0...,
120,,2,0,4,0,6,0,1,0.021,0..5,
121,,2,0,5,0,0,0,2,0....8,
122,,2,0,5,0,1,1,2,0...73,0.,
123,,2,0,5,0,2,1,2,0....,
124,,2,0,5,0,3,1,2,0..083,0.,
125,,2,0,5,0,4,1,1,0....,
126,,2,0,5,0,5,1,1,0...59,0.,
127,,2,0,5,0,6,0,1,0.52,0..45,14
128,,2,0,5,0,0,0,1,0....1,
129,,2,0,5,0,1,1,1,0.246,0.,664,
130,,2,0,5,0,2,1,1,0.721,0..,
131,,2,0,5,0,3,1,1,0.4,0..,
132,,2,0,5,0,4,1,1,0.535,0..667,695,
133,,2,0,5,0,5,1,2,0.3,0..,
134,,2,0,5,0,6,0,2,0...95,902,
135,,2,0,5,0,0,0,2,0.,0..2,
136,,2,0,5,0,1,1,1,0.512,0..,
137,,2,0,5,0,2,1,2,0....,
138,,2,0,5,0,3,1,2,0.55,0..87,0.,
139,,2,0,5,0,4,1,2,0....,
140,,2,0,5,0,5,1,1,0....,
141,,2,0,5,0,6,0,1,0.975,0..,
142,,2,0,5,0,0,0,1,0..583,0.6,
143,,2,0,5,0,1,1,2,0...81,0.,
144,,2,0,5,0,2,1,2,0.66,0...,
145,,2,0,5,0,3,1,1,0...233,740,
146,,2,0,5,0,4,1,1,0...642,758,
147,,2,0,5,0,5,1,1,0...679,871,
148,,2,0,5,0,6,0,1,0....1,
149,,2,0,5,0,0,0,1,0.55,0.938,88
150,,2,0,5,1,1,0,1,0...685,0.9,
151,,2,0,5,0,2,1,1,0.775,0...,
152,,2,0,6,0,3,1,2,0....,
153,,2,0,6,0,4,1,1,0.715,0..305,0.,
154,,2,0,6,0,5,1,1,0.62,0...,
155,,2,0,6,0,6,0,1,0.635,0..142,42
156,,2,0,6,0,0,0,2,0...692,06
157,,2,0,6,0,1,1,1,0...6,0.,
158,,2,0,6,0,2,1,1,0.95,0..,
159,,2,0,6,0,3,1,1,0....,
160,,2,0,6,0,4,1,2,0....,
161,,2,0,6,0,5,1,1,0.755,0..605,0.,
162,,2,0,6,0,6,0,1,0.725,0...,
163,,2,0,6,0,0,0,1,0.325,0..7,
164,,2,0,6,0,1,1,1,0.635,0...57,5020
165,,2,0,6,0,2,1,1,0....,
166,,2,0,6,0,3,1,1,0....,
167,,2,0,6,0,4,1,2,0....,
168,,2,0,6,0,5,1,1,0....,
169,,2,0,6,0,6,0,1,0....7,
170,,2,0,6,0,0,0,2,0....102,44
171,,2,0,6,0,1,1,2,0.635,0..475,699,
172,,3,0,6,0,2,1,2,0....,
173,,3,0,6,0,3,1,1,0...262,661,
174,,3,0,6,0,4,1,2,0....,
175,,3,0,6,0,5,1,1,0....,
176,,3,0,6,0,6,0,1,0.695,0...2,
177,,3,0,6,0,0,0,1,0.68,0...0,
178,,3,0,6,0,1,1,2,0.004,0..,
179,,3,0,6,0,2,1,1,0....,
180,,3,0,6,0,3,1,1,0....,
181,,3,0,6,0,4,1,1,0....7,
182,,3,0,7,0,5,1,1,0.162,0.608,62
183,,3,0,7,0,6,0,1,0....4,
184,,3,0,7,0,0,0,2,0...858,49
185,,3,0,7,1,1,0,2,0....5,
186,,3,0,7,0,2,1,1,0....1,
187,,3,0,7,0,3,1,1,0.72,0...,
188,,3,0,7,0,4,1,1,0.75,0..2,754,
189,,3,0,7,0,5,1,2,0....,
190,,3,0,7,0,6,0,1,0....8,
191,,3,0,7,0,0,0,1,0.025,0..3,
192,,3,0,7,0,1,1,1,0.804,0..,
193,,3,0,7,0,2,1,1,0....,
194,,3,0,7,0,3,1,1,0....,
195,,3,0,7,0,4,1,1,0...667,888,
196,,3,0,7,0,5,1,1,0...833,38
197,,3,0,7,0,6,0,1,0...585,0.8,
198,,3,0,7,0,0,0,1,0....6,
199,,3,0,7,0,1,1,1,0...804,841,
200,,3,0,7,0,2,1,1,0....9,4541
201,,3,0,7,0,3,1,1,0..083,0.,
202,,3,0,7,0,4,1,2,0.815,0..021,632,
203,,3,0,7,0,5,1,1,0....5,3387
204,,3,0,7,0,6,0,1,0...5,0.,
205,,3,0,7,0,0,0,1,0.83,0...0,
206,,3,0,7,0,1,1,1,0....,
207,,3,0,7,0,2,1,1,0....,
208,,3,0,7,0,3,1,1,0.775,0...,
209,,3,0,7,0,4,1,1,0..333,0.,
210,,3,0,7,0,5,1,1,0...138,670,
211,,3,0,7,0,6,0,1,0....9,
212,,3,0,7,0,0,0,1,0....4,
213,,3,0,8,0,1,1,1,0....,
214,,3,0,8,0,2,1,1,0...85,801,
215,,3,0,8,0,3,1,2,0...583,467,
216,,3,0,8,0,4,1,2,0.71,0..15,799,
217,,3,0,8,0,5,1,1,0....3,
218,,3,0,8,0,6,0,2,0...755,0.,
219,,3,0,8,0,0,0,1,0.292,0..8,
220,,3,0,8,0,1,1,1,0.765,0...,
221,,3,0,8,0,2,1,1,0.775,0...,
222,,3,0,8,0,3,1,1,0....,
223,,3,0,8,0,4,1,1,0.521,0.796,812,
224,,3,0,8,0,5,1,1,0...415,0.1,
225,,3,0,8,0,6,0,2,0....4,
226,,3,0,8,0,0,0,2,0...633,20
227,,3,0,8,0,1,1,1,0....,
228,,3,0,8,0,2,1,1,0....,
229,,3,0,8,0,3,1,1,0....,
230,,3,0,8,0,4,1,1,0....,
231,,3,0,8,0,5,1,2,0.685,0...,
232,,3,0,8,0,6,0,1,0.996,0..4,
233,,3,0,8,0,0,0,1,0...77,0.9,
234,,3,0,8,0,1,1,1,0...47,0.25,4758
235,,3,0,8,0,2,1,1,0....1,
236,,3,0,8,0,3,1,1,0...605,0.,
237,,3,0,8,0,4,1,2,0....,
238,,3,0,8,0,5,1,1,0.7,0..3,4661
239,,3,0,8,0,6,0,2,0.68,0..85,0.,889,1115
240,,3,0,8,0,0,0,1,0....5,
241,,3,0,8,0,1,1,1,0....,
242,,3,0,8,0,2,1,1,0....,
243,,3,0,8,0,3,1,1,0....,
244,,3,0,9,0,4,1,1,0.655,0...,
245,,3,0,9,0,5,1,2,0....,
246,,3,0,9,0,6,0,1,0....5,
247,,3,0,9,0,0,0,1,0....1,
248,,3,0,9,1,1,0,2,0....6,
249,,3,0,9,0,2,1,3,0.54,0.957,0.,
250,,3,0,9,0,3,1,3,0....,
251,,3,0,9,0,4,1,3,0....,
252,,3,0,9,0,5,1,2,0.65,0...,
253,,3,0,9,0,6,0,1,0.66,0..608,45
254,,3,0,9,0,0,0,1,0...054,46
255,,3,0,9,0,1,1,1,0..174,0.,
256,,3,0,9,0,2,1,1,0...804,701,
257,,3,0,9,0,3,1,1,0..083,0.8,4785
258,,3,0,9,0,4,1,2,0.671,0..,
259,,3,0,9,0,5,1,2,0....,
260,,3,0,9,0,6,0,2,0....4,
261,,3,0,9,0,0,0,1,0.537,0.695,0.3,
262,,3,0,9,0,1,1,2,0...69,0.,
263,,3,0,9,0,2,1,2,0...954,438,
264,,3,0,9,0,3,1,2,0.595,0..9,0.,
265,,3,0,9,0,4,1,2,0....,
266,,4,0,9,0,5,1,2,0...7,2395
267,,4,0,9,0,6,0,2,0...47,5423
268,,4,0,9,0,0,0,2,0...845,0.4,
269,,4,0,9,0,1,1,2,0....6,4630
270,,4,0,9,0,2,1,2,0....,
271,,4,0,9,0,3,1,2,0.635,0..629,480,
272,,4,0,9,0,4,1,1,0....,
273,,4,0,9,0,5,1,1,0...475,830,
274,,4,0,10,0,6,0,2,0.41,0..296,480,
275,,4,0,10,0,0,0,2,0....,
276,,4,0,10,0,1,1,2,0....,
277,,4,0,10,0,2,1,1,0...71,0.,
278,,4,0,10,0,3,1,1,0....67,4826
279,,4,0,10,0,4,1,1,0....,
280,,4,0,10,0,5,1,1,0....,
281,,4,0,10,0,6,0,1,0...74,5409
282,,4,0,10,0,0,0,1,0...45,11
283,,4,0,10,1,1,0,1,0...03,5117
284,,4,0,10,0,2,1,2,0...042,667,
285,,4,0,10,0,3,1,3,0...15,217,
286,,4,0,10,0,4,1,2,0....,
287,,4,0,10,0,5,1,2,0...883,529,
288,,4,0,10,0,6,0,1,0....9,
289,,4,0,10,0,0,0,1,0....8,
290,,4,0,10,0,1,1,1,0....,
291,,4,0,10,0,2,1,2,0.721,0..,
292,,4,0,10,0,3,1,3,0....,
293,,4,0,10,0,4,1,1,0...275,471,
294,,4,0,10,0,5,1,1,0.596,0..,
295,,4,0,10,0,6,0,1,0.492,0..9,
296,,4,0,10,0,0,0,1,0...62,4381
297,,4,0,10,0,1,1,1,0....,
298,,4,0,10,0,2,1,1,0....,
299,,4,0,10,0,3,1,2,0....,
300,,4,0,10,0,4,1,2,0.47,0...,
301,,4,0,10,0,5,1,2,0....,
302,,4,0,10,0,6,0,3,0...371,57,570,627
303,,4,0,10,0,0,0,1,0...617,885,
304,,4,0,10,0,1,1,1,0.34,0...07,3669
305,,4,0,11,0,2,1,1,0...571,410,
306,,4,0,11,0,3,1,1,0.133,0.6,4186
307,,4,0,11,0,4,1,1,0....,
308,,4,0,11,0,5,1,2,0...779,470,
309,,4,0,11,0,6,0,1,0....6,
310,,4,0,11,0,0,0,1,0....,
311,,4,0,11,0,1,1,1,0.395,0..225,373,
312,,4,0,11,0,2,1,1,0....,
313,,4,0,11,0,3,1,1,0.4,0...,
314,,4,0,11,0,4,1,2,0.38,0...,
315,,4,0,11,1,5,0,1,0...675,440,
316,,4,0,11,0,6,0,1,0....5,
317,,4,0,11,0,0,0,1,0..333,0.4,
318,,4,0,11,0,1,1,1,0.53,0...,
319,,4,0,11,0,2,1,2,0.53,0..633,449,
320,,4,0,11,0,3,1,3,0...93,0.,
321,,4,0,11,0,4,1,2,0....,
322,,4,0,11,0,5,1,1,0...41,0.,
323,,4,0,11,0,6,0,1,0....,
324,,4,0,11,0,0,0,2,0....33,3520
325,,4,0,11,0,1,1,3,0.062,0.91,0.,
326,,4,0,11,0,2,1,3,0...792,69,
327,,4,0,11,0,3,1,2,0....,
328,,4,0,11,1,4,0,1,0....,935,1495
329,,4,0,11,0,5,1,1,0.375,0..97,2792
330,,4,0,11,0,6,0,1,0....9,
331,,4,0,11,0,0,0,1,0..333,0.,
332,,4,0,11,0,1,1,1,0....,
333,,4,0,11,0,2,1,2,0....,
334,,4,0,11,0,3,1,1,0.325,0...,
335,,4,0,12,0,4,1,1,0.554,0..,
336,,4,0,12,0,5,1,1,0....,
337,,4,0,12,0,6,0,1,0....,
338,,4,0,12,0,0,0,1,0..833,0.,
339,,4,0,12,0,1,1,2,0....,
340,,4,0,12,0,2,1,3,0.4,0..,
341,,4,0,12,0,3,1,3,0.41,0...,655,705
342,,4,0,12,0,4,1,1,0...58,0.,
343,,4,0,12,0,5,1,1,0....,
344,,4,0,12,0,6,0,1,0.275,0..221,502,
345,,4,0,12,0,0,0,1,0...49,0.,
346,,4,0,12,0,1,1,1,0....67,3310
347,,4,0,12,0,2,1,1,0.138,0.59,0.68,3523
348,,4,0,12,0,3,1,2,0.362,0.2,3740
349,,4,0,12,0,4,1,2,0.237,0..,
350,,4,0,12,0,5,1,2,0.375,0...,
351,,4,0,12,0,6,0,2,0....,
352,,4,0,12,0,0,0,1,0...779,220,
353,,4,0,12,0,1,1,1,0...896,260,
354,,4,0,12,0,2,1,2,0....,
355,,1,0,12,0,3,1,2,0....3,2660
356,,1,0,12,0,4,1,2,0...275,227,
357,,1,0,12,0,5,1,1,0...246,163,
358,,1,0,12,0,6,0,1,0.242,0.304,155,856,1011
359,,1,0,12,0,0,0,1,0....,451,754
360,,1,0,12,1,1,0,1,0....,887,1317
361,,1,0,12,0,2,1,2,0.325,0..45,103,
362,,1,0,12,0,3,1,1,0.974,0..,
363,,1,0,12,0,4,1,1,0....,
364,,1,0,12,0,5,1,1,0....,
365,,1,0,12,0,6,0,1,0.41,0...,
366,,1,1,1,0,0,0,1,0.37,0..167,686,
367,,1,1,1,1,1,0,1,0....,
368,,1,1,1,0,2,1,1,0.15,0..671,89,
369,,1,1,1,0,3,1,2,0.337,0..3,2368
370,,1,1,1,0,4,1,1,0....,
371,,1,1,1,0,5,1,1,0....,
372,,1,1,1,0,6,0,1,0....0,
373,,1,1,1,0,0,0,1,0.258,0.465,0.,
374,,1,1,1,0,1,1,2,0....0,2376
375,,1,1,1,0,2,1,1,0....,
376,,1,1,1,0,3,1,2,0...221,92,
377,,1,1,1,0,4,1,2,0.938,0..,
378,,1,1,1,0,5,1,1,0...108,174,
379,,1,1,1,0,6,0,1,0.18,0..183,333,
380,,1,1,1,0,0,0,1,0....,
381,,1,1,1,1,1,0,1,0.19,0..358,217,
382,,1,1,1,0,2,1,2,0....08,2935
383,,1,1,1,0,3,1,1,0....,
384,,1,1,1,0,4,1,1,0.19,0..158,130,
385,,1,1,1,0,5,1,2,0.958,0.45,0.48,3163
386,,1,1,1,0,6,0,2,0...642,67,
387,,1,1,1,0,0,0,2,0.25,0.638,196,
388,,1,1,1,0,1,1,2,0...708,145,
389,,1,1,1,0,2,1,1,0.108,0..,
390,,1,1,1,0,3,1,1,0...071,467,
391,,1,1,1,0,4,1,2,0..583,0.,
392,,1,1,1,0,5,1,2,0.425,0..667,269,
393,,1,1,1,0,6,0,1,0....,
394,,1,1,1,0,0,0,1,0.721,0.05,558,
395,,1,1,1,0,1,1,1,0....,
396,,1,1,1,0,2,1,1,0.39,0...,
397,,1,1,2,0,3,1,1,0....,
398,,1,1,2,0,4,1,2,0....,
399,,1,1,2,0,5,1,1,0....,
400,,1,1,2,0,6,0,2,0....,
401,,1,1,2,0,0,0,2,0....,
402,,1,1,2,0,1,1,1,0....8,3784
403,,1,1,2,0,2,1,1,0...379,199,
404,,1,1,2,0,3,1,2,0....,
405,,1,1,2,0,4,1,1,0.265,0...,
406,,1,1,2,0,5,1,2,0...54,0.,
407,,1,1,2,0,6,0,3,0...796,192,
408,,1,1,2,0,0,0,1,0.658,0..,
409,,1,1,2,0,1,1,1,0.913,0.283,94,
410,,1,1,2,0,2,1,2,0...179,135,
411,,1,1,2,0,3,1,1,0...6,141,
412,,1,1,2,0,4,1,2,0....,
413,,1,1,2,0,5,1,1,0....,
414,,1,1,2,0,6,0,1,0....5,
415,,1,1,2,0,0,0,2,0.28,0...,
416,,1,1,2,1,1,0,1,0.28,0...,
417,,1,1,2,0,2,1,1,0....,
418,,1,1,2,0,3,1,1,0....,
419,,1,1,2,0,4,1,1,0....,
420,,1,1,2,0,5,1,2,0.971,0.567,246,
421,,1,1,2,0,6,0,1,0....,
422,,1,1,2,0,0,0,1,0...41,0.,
423,,1,1,2,0,1,1,1,0....,
424,,1,1,2,0,2,1,1,0....,
425,,1,1,2,0,3,1,2,0..783,0.,
426,,1,1,3,0,4,1,1,0....,
427,,1,1,3,0,5,1,2,0....,
428,,1,1,3,0,6,0,2,0...079,956,
429,,1,1,3,0,0,0,1,0....,
430,,1,1,3,0,1,1,1,0...858,203,
431,,1,1,3,0,2,1,1,0....,
432,,1,1,3,0,3,1,1,0..333,0.,
433,,1,1,3,0,4,1,1,0.604,0.563,486,
434,,1,1,3,0,5,1,2,0....2,4569
435,,1,1,3,0,6,0,1,0.767,0..50,4118
436,,1,1,3,0,0,0,1,0..957,0.8,
437,,1,1,3,0,1,1,1,0....,
438,,1,1,3,0,2,1,1,0.565,0..95,762,
439,,1,1,3,0,3,1,1,0.617,0..,
440,,1,1,3,0,4,1,1,0.825,0..5,
441,,1,1,3,0,5,1,2,0....,
442,,1,1,3,0,6,0,2,0....5,
443,,1,1,3,0,0,0,2,0.,0.81,0.7,
444,,1,1,3,0,1,1,1,0.545,0..317,982,
445,,1,1,3,0,2,1,1,0....1,
446,,2,1,3,0,3,1,2,0...08,6230
447,,2,1,3,0,4,1,1,0...562,71
448,,2,1,3,0,5,1,2,0....93,8362
449,,2,1,3,0,6,0,2,0.733,0..3,
450,,2,1,3,0,0,0,2,0.488,0..2,
451,,2,1,3,0,1,1,1,0..917,0.,
452,,2,1,3,0,2,1,1,0...29,0.,
453,,2,1,3,0,3,1,1,0..25,0.,
454,,2,1,3,0,4,1,1,0....99,6133
455,,2,1,3,0,5,1,2,0.37,0...,
456,,2,1,3,0,6,0,2,0....1,
457,,2,1,4,0,0,0,2,0...267,41
458,,2,1,4,0,1,1,1,0....8,
459,,2,1,4,0,2,1,1,0....8,
460,,2,1,4,0,3,1,1,0..583,0.8,
461,,2,1,4,0,4,1,1,0.435,0...2,
462,,2,1,4,0,5,1,1,0....7,
463,,2,1,4,0,6,0,1,0.129,0..2,
464,,2,1,4,0,0,0,1,0.5,0...0,
465,,2,1,4,0,1,1,1,0...196,905,
466,,2,1,4,0,2,1,1,0...435,0.,
467,,2,1,4,0,3,1,1,0....,
468,,2,1,4,0,4,1,1,0.604,0.429,663,
469,,2,1,4,0,5,1,1,0.808,0..2,
470,,2,1,4,0,6,0,1,0.495,0...5,
471,,2,1,4,0,0,0,1,0....6,
472,,2,1,4,1,1,0,1,0....8,
473,,2,1,4,0,2,1,1,0....,
474,,2,1,4,0,3,1,2,0....,
475,,2,1,4,0,4,1,1,0...9,6565
476,,2,1,4,0,5,1,1,0....0,
477,,2,1,4,0,6,0,1,0.57,0...1,
478,,2,1,4,0,0,0,3,0....,907,1027
479,,2,1,4,0,1,1,2,0....,
480,,2,1,4,0,2,1,1,0....,
481,,2,1,4,0,3,1,1,0....,
482,,2,1,4,0,4,1,2,0....,
483,,2,1,4,0,5,1,1,0.637,0..4,
484,,2,1,4,0,6,0,2,0....0,
485,,2,1,4,0,0,0,1,0....9,
486,,2,1,4,0,1,1,2,0...57,0.,
487,,2,1,5,0,2,1,2,0....,
488,,2,1,5,0,3,1,1,0....,
489,,2,1,5,0,4,1,2,0.56,0...,
490,,2,1,5,0,5,1,1,0.917,0..9,
491,,2,1,5,0,6,0,2,0....6,
492,,2,1,5,0,0,0,2,0.737,0.74,0.5,
493,,2,1,5,0,1,1,2,0.142,0..8,
494,,2,1,5,0,2,1,2,0....,
495,,2,1,5,0,3,1,2,0.575,0...,
496,,2,1,5,0,4,1,1,0....6,
497,,2,1,5,0,5,1,1,0....9,
498,,2,1,5,0,6,0,1,0....2,
499,,2,1,5,0,0,0,1,0.238,0.117,18
500,,2,1,5,0,1,1,2,0..583,0.,
501,,2,1,5,0,2,1,2,0....,
502,,2,1,5,0,3,1,1,0....,
503,,2,1,5,0,4,1,1,0...52,0.2,
504,,2,1,5,0,5,1,1,0....1,
505,,2,1,5,0,6,0,1,0.6,0..975,94
506,,2,1,5,0,0,0,1,0....4,
507,,2,1,5,0,1,1,2,0...204,630,
508,,2,1,5,0,2,1,2,0.615,0...,
509,,2,1,5,0,3,1,2,0....102,766,
510,,2,1,5,0,4,1,1,0.655,0.667,0.9,
511,,2,1,5,0,5,1,1,0.68,0...,
512,,2,1,5,0,6,0,1,0.696,0.992,36
513,,2,1,5,0,0,0,1,0.69,0...3,
514,,2,1,5,1,1,0,1,0.3,0.521,43
515,,2,1,5,0,2,1,1,0.992,0..3,5743
516,,2,1,5,0,3,1,2,0...67,0.,
517,,2,1,5,0,4,1,1,0.68,0...0,
518,,2,1,6,0,5,1,2,0....,
519,,2,1,6,0,6,0,1,0....5,
520,,2,1,6,0,0,0,1,0.133,0..4,
521,,2,1,6,0,1,1,1,0.283,0..1,
522,,2,1,6,0,2,1,2,0....,
523,,2,1,6,0,3,1,1,0...125,55
524,,2,1,6,0,4,1,1,0.442,0..,
525,,2,1,6,0,5,1,1,0....8,
526,,2,1,6,0,6,0,1,0....8,
527,,2,1,6,0,0,0,1,0....4,
528,,2,1,6,0,1,1,2,0....7,
529,,2,1,6,0,2,1,2,0....,
530,,2,1,6,0,3,1,1,0....3,
531,,2,1,6,0,4,1,1,0....0,
532,,2,1,6,0,5,1,1,0....3,
533,,2,1,6,0,6,0,1,0....3,
534,,2,1,6,0,0,0,1,0.975,0.904,78
535,,2,1,6,0,1,1,2,0....,
536,,2,1,6,0,2,1,1,0...69,0.,
537,,2,1,6,0,3,1,1,0.975,0..,
538,,3,1,6,0,4,1,1,0....,
539,,3,1,6,0,5,1,1,0.121,0.842,964,
540,,3,1,6,0,6,0,1,0....7,
541,,3,1,6,0,0,0,1,0....1,
542,,3,1,6,0,1,1,1,0....9,
543,,3,1,6,0,2,1,1,0....7,
544,,3,1,6,0,3,1,1,0.792,0.36,0.7,
545,,3,1,6,0,4,1,1,0...65,921,
546,,3,1,6,0,5,1,1,0...417,829,
547,,3,1,6,0,6,0,1,0.765,0..071,87
548,,3,1,7,0,0,0,1,0...529,31
549,,3,1,7,0,1,1,1,0....,
550,,3,1,7,0,2,1,1,0..083,0.2,
551,,3,1,7,1,3,0,1,0...95,03
552,,3,1,7,0,4,1,1,0.367,0..5,
553,,3,1,7,0,5,1,1,0....6,
554,,3,1,7,0,6,0,1,0....8,
555,,3,1,7,0,0,0,1,0.396,0.629,72
556,,3,1,7,0,1,1,2,0....,
557,,3,1,7,0,2,1,2,0...737,954,
558,,3,1,7,0,3,1,1,0....,
559,,3,1,7,0,4,1,1,0....2,
560,,3,1,7,0,5,1,2,0....,
561,,3,1,7,0,6,0,2,0....5,
562,,3,1,7,0,0,0,1,0....0,
563,,3,1,7,0,1,1,1,0...645,0.8,
564,,3,1,7,0,2,1,1,0....,
565,,3,1,7,0,3,1,1,0....,
566,,3,1,7,0,4,1,1,0.77,0...,
567,,3,1,7,0,5,1,2,0....,
568,,3,1,7,0,6,0,3,0....95,4459
569,,3,1,7,0,0,0,2,0.125,0.66,7410
570,,3,1,7,0,1,1,1,0....5,
571,,3,1,7,0,2,1,1,0..,0.0,
572,,3,1,7,0,3,1,1,0...45,0.90,8173
573,,3,1,7,0,4,1,1,0....6,
574,,3,1,7,0,5,1,1,0....9,
575,,3,1,7,0,6,0,1,0....,
576,,3,1,7,0,0,0,1,0...396,97
577,,3,1,7,0,1,1,1,0...617,05
578,,3,1,7,0,2,1,1,0....,
579,,3,1,8,0,3,1,1,0.308,0.179,80
580,,3,1,8,0,4,1,1,0.088,0..,
581,,3,1,8,0,5,1,2,0...792,75
582,,3,1,8,0,6,0,1,0....5,
583,,3,1,8,0,0,0,1,0...421,64
584,,3,1,8,0,1,1,2,0.246,0..3,
585,,3,1,8,0,2,1,2,0...908,73
586,,3,1,8,0,3,1,2,0.75,0...71,7534
587,,3,1,8,0,4,1,1,0....90,7286
588,,3,1,8,0,5,1,2,0....5,
589,,3,1,8,0,6,0,2,0.267,0..7,
590,,3,1,8,0,0,0,1,0....2,
591,,3,1,8,0,1,1,1,0....7,
592,,3,1,8,0,2,1,1,0....8,
593,,3,1,8,0,3,1,1,0....8,
594,,3,1,8,0,4,1,1,0....8,
595,,3,1,8,0,5,1,1,0..833,0.3,
596,,3,1,8,0,6,0,1,0....7,
597,,3,1,8,0,0,0,2,0....,
598,,3,1,8,0,1,1,2,0....6,
599,,3,1,8,0,2,1,1,0...25,7006
600,,3,1,8,0,3,1,1,0.854,0..4,
601,,3,1,8,0,4,1,1,0....3,
602,,3,1,8,0,5,1,2,0.1,0.615,0.5,
603,,3,1,8,0,6,0,2,0....9,
604,,3,1,8,0,0,0,2,0....3,
605,,3,1,8,0,1,1,1,0....,
606,,3,1,8,0,2,1,1,0..,0.,
607,,3,1,8,0,3,1,1,0.685,0...7,
608,,3,1,8,0,4,1,1,0....2,
609,,3,1,8,0,5,1,1,0..5,0.3,
610,,3,1,9,0,6,0,2,0....2,
611,,3,1,9,0,0,0,2,0..649,0.815,0.3,
612,,3,1,9,1,1,0,1,0.629,0..5,
613,,3,1,9,0,2,1,1,0...755,0.,
614,,3,1,9,0,3,1,1,0...808,832,
615,,3,1,9,0,4,1,2,0....,
616,,3,1,9,0,5,1,1,0...646,04
617,,3,1,9,0,6,0,2,0....7,
618,,3,1,9,0,0,0,1,0.61,0..496,27
619,,3,1,9,0,1,1,1,0...713,25
620,,3,1,9,0,2,1,1,0.292,0.52,0.0,
621,,3,1,9,0,3,1,1,0....0,
622,,3,1,9,0,4,1,1,0.558,0..4,
623,,3,1,9,0,5,1,1,0...863,09
624,,3,1,9,0,6,0,1,0....0,
625,,3,1,9,0,0,0,1,0.58,0..57,0.6,
626,,3,1,9,0,1,1,2,0..583,0.2,
627,,3,1,9,0,2,1,2,0...587,371,
628,,3,1,9,0,3,1,1,0.404,0..,
629,,3,1,9,0,4,1,1,0....,
630,,3,1,9,0,5,1,1,0...229,67
631,,3,1,9,0,6,0,1,0.65,0...2,
632,,4,1,9,0,0,0,1,0....4,
633,,4,1,9,0,1,1,1,0....1,
634,,4,1,9,0,2,1,1,0.55,0..57,0.,
635,,4,1,9,0,3,1,1,0.635,0...6,7733
636,,4,1,9,0,4,1,2,0.65,0...,
637,,4,1,9,0,5,1,2,0...69,0.5,
638,,4,1,9,0,6,0,1,0.296,0..9,
639,,4,1,9,0,0,0,1,0....5,
640,,4,1,10,0,1,1,2,0..512,0..,
641,,4,1,10,0,2,1,3,0....,
642,,4,1,10,0,3,1,2,0.133,0.4,7572
643,,4,1,10,0,4,1,2,0.975,0..,
644,,4,1,10,0,5,1,1,0.615,0..35,56
645,,4,1,10,0,6,0,1,0....1,
646,,4,1,10,0,0,0,2,0....,
647,,4,1,10,1,1,0,2,0....,
648,,4,1,10,0,2,1,2,0....1,6392
649,,4,1,10,0,3,1,1,0....,
650,,4,1,10,0,4,1,1,0.435,0...,
651,,4,1,10,0,5,1,1,0.071,0..0,
652,,4,1,10,0,6,0,1,0....2,
653,,4,1,10,0,0,0,1,0....0,
654,,4,1,10,0,1,1,2,0..5,0.,
655,,4,1,10,0,2,1,1,0....,
656,,4,1,10,0,3,1,1,0....,
657,,4,1,10,0,4,1,2,0.625,0..8,
658,,4,1,10,0,5,1,2,0...815,0.,
659,,4,1,10,0,6,0,1,0....6,
660,,4,1,10,0,0,0,1,0...51,0.2,
661,,4,1,10,0,1,1,1,0.942,0..,
662,,4,1,10,0,2,1,1,0....,
663,,4,1,10,0,3,1,1,0.721,0.8,7693
664,,4,1,10,0,4,1,2,0.55,0...,
665,,4,1,10,0,5,1,2,0..083,0.2,
666,,4,1,10,0,6,0,2,0.53,0..72,0.3,
667,,4,1,10,0,0,0,2,0.771,0..,
668,,4,1,10,0,1,1,3,0.44,0.,0.,22
669,,4,1,10,0,2,1,2,0....,
670,,4,1,10,0,3,1,2,0.1,0..,
671,,4,1,11,0,4,1,2,0....,
672,,4,1,11,0,5,1,1,0.355,0...,
673,,4,1,11,0,6,0,2,0...529,38
674,,4,1,11,0,0,0,1,0....1,
675,,4,1,11,0,1,1,1,0....,
676,,4,1,11,0,2,1,1,0....,
677,,4,1,11,0,3,1,2,0...108,326,
678,,4,1,11,0,4,1,1,0....,
679,,4,1,11,0,5,1,1,0....,
680,,4,1,11,0,6,0,1,0....0,
681,,4,1,11,0,0,0,1,0....62,6852
682,,4,1,11,1,1,0,1,0.485,0...7,
683,,4,1,11,0,2,1,2,0....,
684,,4,1,11,0,3,1,1,0....,
685,,4,1,11,0,4,1,2,0....,
686,,4,1,11,0,5,1,1,0.345,0...,
687,,4,1,11,0,6,0,1,0.325,0...3,
688,,4,1,11,0,0,0,1,0.746,0..,
689,,4,1,11,0,1,1,2,0....,
690,,4,1,11,0,2,1,2,0...685,0.,
691,,4,1,11,0,3,1,1,0...246,615,
692,,4,1,11,1,4,0,1,0.34,0...,
693,,4,1,11,0,5,1,1,0...021,10
694,,4,1,11,0,6,0,1,0....,
695,,4,1,11,0,0,0,1,0....5,2424
696,,4,1,11,0,1,1,1,0....50,5087
697,,4,1,11,0,2,1,2,0....,
698,,4,1,11,0,3,1,1,0...821,198,
699,,4,1,11,0,4,1,1,0.422,0..,
700,,4,1,11,0,5,1,1,0....,
701,,4,1,12,0,6,0,2,0....,
702,,4,1,12,0,0,0,2,0.208,0..,
703,,4,1,12,0,1,1,1,0.796,0.9,6234
704,,4,1,12,0,2,1,1,0...129,551,
705,,4,1,12,0,3,1,1,0...485,0.,
706,,4,1,12,0,4,1,1,0...754,340,
707,,4,1,12,0,5,1,2,0....9,5008
708,,4,1,12,0,6,0,2,0...379,82
709,,4,1,12,0,0,0,2,0....,
710,,4,1,12,0,1,1,2,0...925,0.,
711,,4,1,12,0,2,1,2,0....,
712,,4,1,12,0,3,1,2,0.338,0..,
713,,4,1,12,0,4,1,1,0....,
714,,4,1,12,0,5,1,1,0....,
715,,4,1,12,0,6,0,1,0....80,5047
716,,4,1,12,0,0,0,2,0.938,0.742,538,
717,,4,1,12,0,1,1,2,0..083,0.,
718,,4,1,12,0,2,1,1,0...404,433,
719,,4,1,12,0,3,1,1,0.162,0..,
720,,4,1,12,0,4,1,2,0.33,0...,
721,,1,1,12,0,5,1,2,0....,
722,,1,1,12,0,6,0,1,0...346,205,
723,,1,1,12,0,0,0,1,0....,
724,,1,1,12,0,1,1,2,0..304,0.,746,920
725,,1,1,12,1,2,0,2,0....,573,1013
726,,1,1,12,0,3,1,3,0....,432,441
727,,1,1,12,0,4,1,2,0....,
728,,1,1,12,0,5,1,2,0...59,0.,
729,,1,1,12,0,6,0,2,0..917,0.,
730,,1,1,12,0,0,0,1,0..333,0.,
731,,1,1,12,0,1,1,2,0...846,439,

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