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Added ozone data files used in pandas IPython Notebooks.

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Donne Martin 2015-02-28 13:06:28 -05:00
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commit fb40d146e5
2 changed files with 307 additions and 0 deletions
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154
data/ozone.csv Normal file
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"Ozone","Solar.R","Wind","Temp","Month","Day"
41,190,7.4,67,5,1
36,118,8,72,5,2
12,149,12.6,74,5,3
18,313,11.5,62,5,4
NA,NA,14.3,56,5,5
28,NA,14.9,66,5,6
23,299,8.6,65,5,7
19,99,13.8,59,5,8
8,19,20.1,61,5,9
NA,194,8.6,69,5,10
7,NA,6.9,74,5,11
16,256,9.7,69,5,12
11,290,9.2,66,5,13
14,274,10.9,68,5,14
18,65,13.2,58,5,15
14,334,11.5,64,5,16
34,307,12,66,5,17
6,78,18.4,57,5,18
30,322,11.5,68,5,19
11,44,9.7,62,5,20
1,8,9.7,59,5,21
11,320,16.6,73,5,22
4,25,9.7,61,5,23
32,92,12,61,5,24
NA,66,16.6,57,5,25
NA,266,14.9,58,5,26
NA,NA,8,57,5,27
23,13,12,67,5,28
45,252,14.9,81,5,29
115,223,5.7,79,5,30
37,279,7.4,76,5,31
NA,286,8.6,78,6,1
NA,287,9.7,74,6,2
NA,242,16.1,67,6,3
NA,186,9.2,84,6,4
NA,220,8.6,85,6,5
NA,264,14.3,79,6,6
29,127,9.7,82,6,7
NA,273,6.9,87,6,8
71,291,13.8,90,6,9
39,323,11.5,87,6,10
NA,259,10.9,93,6,11
NA,250,9.2,92,6,12
23,148,8,82,6,13
NA,332,13.8,80,6,14
NA,322,11.5,79,6,15
21,191,14.9,77,6,16
37,284,20.7,72,6,17
20,37,9.2,65,6,18
12,120,11.5,73,6,19
13,137,10.3,76,6,20
NA,150,6.3,77,6,21
NA,59,1.7,76,6,22
NA,91,4.6,76,6,23
NA,250,6.3,76,6,24
NA,135,8,75,6,25
NA,127,8,78,6,26
NA,47,10.3,73,6,27
NA,98,11.5,80,6,28
NA,31,14.9,77,6,29
NA,138,8,83,6,30
135,269,4.1,84,7,1
49,248,9.2,85,7,2
32,236,9.2,81,7,3
NA,101,10.9,84,7,4
64,175,4.6,83,7,5
40,314,10.9,83,7,6
77,276,5.1,88,7,7
97,267,6.3,92,7,8
97,272,5.7,92,7,9
85,175,7.4,89,7,10
NA,139,8.6,82,7,11
10,264,14.3,73,7,12
27,175,14.9,81,7,13
NA,291,14.9,91,7,14
7,48,14.3,80,7,15
48,260,6.9,81,7,16
35,274,10.3,82,7,17
61,285,6.3,84,7,18
79,187,5.1,87,7,19
63,220,11.5,85,7,20
16,7,6.9,74,7,21
NA,258,9.7,81,7,22
NA,295,11.5,82,7,23
80,294,8.6,86,7,24
108,223,8,85,7,25
20,81,8.6,82,7,26
52,82,12,86,7,27
82,213,7.4,88,7,28
50,275,7.4,86,7,29
64,253,7.4,83,7,30
59,254,9.2,81,7,31
39,83,6.9,81,8,1
9,24,13.8,81,8,2
16,77,7.4,82,8,3
78,NA,6.9,86,8,4
35,NA,7.4,85,8,5
66,NA,4.6,87,8,6
122,255,4,89,8,7
89,229,10.3,90,8,8
110,207,8,90,8,9
NA,222,8.6,92,8,10
NA,137,11.5,86,8,11
44,192,11.5,86,8,12
28,273,11.5,82,8,13
65,157,9.7,80,8,14
NA,64,11.5,79,8,15
22,71,10.3,77,8,16
59,51,6.3,79,8,17
23,115,7.4,76,8,18
31,244,10.9,78,8,19
44,190,10.3,78,8,20
21,259,15.5,77,8,21
9,36,14.3,72,8,22
NA,255,12.6,75,8,23
45,212,9.7,79,8,24
168,238,3.4,81,8,25
73,215,8,86,8,26
NA,153,5.7,88,8,27
76,203,9.7,97,8,28
118,225,2.3,94,8,29
84,237,6.3,96,8,30
85,188,6.3,94,8,31
96,167,6.9,91,9,1
78,197,5.1,92,9,2
73,183,2.8,93,9,3
91,189,4.6,93,9,4
47,95,7.4,87,9,5
32,92,15.5,84,9,6
20,252,10.9,80,9,7
23,220,10.3,78,9,8
21,230,10.9,75,9,9
24,259,9.7,73,9,10
44,236,14.9,81,9,11
21,259,15.5,76,9,12
28,238,6.3,77,9,13
9,24,10.9,71,9,14
13,112,11.5,71,9,15
46,237,6.9,78,9,16
18,224,13.8,67,9,17
13,27,10.3,76,9,18
24,238,10.3,68,9,19
16,201,8,82,9,20
13,238,12.6,64,9,21
23,14,9.2,71,9,22
36,139,10.3,81,9,23
7,49,10.3,69,9,24
14,20,16.6,63,9,25
30,193,6.9,70,9,26
NA,145,13.2,77,9,27
14,191,14.3,75,9,28
18,131,8,76,9,29
20,223,11.5,68,9,30
1 Ozone Solar.R Wind Temp Month Day
2 41 190 7.4 67 5 1
3 36 118 8 72 5 2
4 12 149 12.6 74 5 3
5 18 313 11.5 62 5 4
6 NA NA 14.3 56 5 5
7 28 NA 14.9 66 5 6
8 23 299 8.6 65 5 7
9 19 99 13.8 59 5 8
10 8 19 20.1 61 5 9
11 NA 194 8.6 69 5 10
12 7 NA 6.9 74 5 11
13 16 256 9.7 69 5 12
14 11 290 9.2 66 5 13
15 14 274 10.9 68 5 14
16 18 65 13.2 58 5 15
17 14 334 11.5 64 5 16
18 34 307 12 66 5 17
19 6 78 18.4 57 5 18
20 30 322 11.5 68 5 19
21 11 44 9.7 62 5 20
22 1 8 9.7 59 5 21
23 11 320 16.6 73 5 22
24 4 25 9.7 61 5 23
25 32 92 12 61 5 24
26 NA 66 16.6 57 5 25
27 NA 266 14.9 58 5 26
28 NA NA 8 57 5 27
29 23 13 12 67 5 28
30 45 252 14.9 81 5 29
31 115 223 5.7 79 5 30
32 37 279 7.4 76 5 31
33 NA 286 8.6 78 6 1
34 NA 287 9.7 74 6 2
35 NA 242 16.1 67 6 3
36 NA 186 9.2 84 6 4
37 NA 220 8.6 85 6 5
38 NA 264 14.3 79 6 6
39 29 127 9.7 82 6 7
40 NA 273 6.9 87 6 8
41 71 291 13.8 90 6 9
42 39 323 11.5 87 6 10
43 NA 259 10.9 93 6 11
44 NA 250 9.2 92 6 12
45 23 148 8 82 6 13
46 NA 332 13.8 80 6 14
47 NA 322 11.5 79 6 15
48 21 191 14.9 77 6 16
49 37 284 20.7 72 6 17
50 20 37 9.2 65 6 18
51 12 120 11.5 73 6 19
52 13 137 10.3 76 6 20
53 NA 150 6.3 77 6 21
54 NA 59 1.7 76 6 22
55 NA 91 4.6 76 6 23
56 NA 250 6.3 76 6 24
57 NA 135 8 75 6 25
58 NA 127 8 78 6 26
59 NA 47 10.3 73 6 27
60 NA 98 11.5 80 6 28
61 NA 31 14.9 77 6 29
62 NA 138 8 83 6 30
63 135 269 4.1 84 7 1
64 49 248 9.2 85 7 2
65 32 236 9.2 81 7 3
66 NA 101 10.9 84 7 4
67 64 175 4.6 83 7 5
68 40 314 10.9 83 7 6
69 77 276 5.1 88 7 7
70 97 267 6.3 92 7 8
71 97 272 5.7 92 7 9
72 85 175 7.4 89 7 10
73 NA 139 8.6 82 7 11
74 10 264 14.3 73 7 12
75 27 175 14.9 81 7 13
76 NA 291 14.9 91 7 14
77 7 48 14.3 80 7 15
78 48 260 6.9 81 7 16
79 35 274 10.3 82 7 17
80 61 285 6.3 84 7 18
81 79 187 5.1 87 7 19
82 63 220 11.5 85 7 20
83 16 7 6.9 74 7 21
84 NA 258 9.7 81 7 22
85 NA 295 11.5 82 7 23
86 80 294 8.6 86 7 24
87 108 223 8 85 7 25
88 20 81 8.6 82 7 26
89 52 82 12 86 7 27
90 82 213 7.4 88 7 28
91 50 275 7.4 86 7 29
92 64 253 7.4 83 7 30
93 59 254 9.2 81 7 31
94 39 83 6.9 81 8 1
95 9 24 13.8 81 8 2
96 16 77 7.4 82 8 3
97 78 NA 6.9 86 8 4
98 35 NA 7.4 85 8 5
99 66 NA 4.6 87 8 6
100 122 255 4 89 8 7
101 89 229 10.3 90 8 8
102 110 207 8 90 8 9
103 NA 222 8.6 92 8 10
104 NA 137 11.5 86 8 11
105 44 192 11.5 86 8 12
106 28 273 11.5 82 8 13
107 65 157 9.7 80 8 14
108 NA 64 11.5 79 8 15
109 22 71 10.3 77 8 16
110 59 51 6.3 79 8 17
111 23 115 7.4 76 8 18
112 31 244 10.9 78 8 19
113 44 190 10.3 78 8 20
114 21 259 15.5 77 8 21
115 9 36 14.3 72 8 22
116 NA 255 12.6 75 8 23
117 45 212 9.7 79 8 24
118 168 238 3.4 81 8 25
119 73 215 8 86 8 26
120 NA 153 5.7 88 8 27
121 76 203 9.7 97 8 28
122 118 225 2.3 94 8 29
123 84 237 6.3 96 8 30
124 85 188 6.3 94 8 31
125 96 167 6.9 91 9 1
126 78 197 5.1 92 9 2
127 73 183 2.8 93 9 3
128 91 189 4.6 93 9 4
129 47 95 7.4 87 9 5
130 32 92 15.5 84 9 6
131 20 252 10.9 80 9 7
132 23 220 10.3 78 9 8
133 21 230 10.9 75 9 9
134 24 259 9.7 73 9 10
135 44 236 14.9 81 9 11
136 21 259 15.5 76 9 12
137 28 238 6.3 77 9 13
138 9 24 10.9 71 9 14
139 13 112 11.5 71 9 15
140 46 237 6.9 78 9 16
141 18 224 13.8 67 9 17
142 13 27 10.3 76 9 18
143 24 238 10.3 68 9 19
144 16 201 8 82 9 20
145 13 238 12.6 64 9 21
146 23 14 9.2 71 9 22
147 36 139 10.3 81 9 23
148 7 49 10.3 69 9 24
149 14 20 16.6 63 9 25
150 30 193 6.9 70 9 26
151 NA 145 13.2 77 9 27
152 14 191 14.3 75 9 28
153 18 131 8 76 9 29
154 20 223 11.5 68 9 30

153
data/ozone_copy.csv Normal file
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@ -0,0 +1,153 @@
41.0,190.0,7.4,67,5,1
36.0,118.0,8.0,72,5,2
12.0,149.0,12.6,74,5,3
18.0,313.0,11.5,62,5,4
,,14.3,56,5,5
28.0,,14.9,66,5,6
23.0,299.0,8.6,65,5,7
19.0,99.0,13.8,59,5,8
8.0,19.0,20.1,61,5,9
,194.0,8.6,69,5,10
7.0,,6.9,74,5,11
16.0,256.0,9.7,69,5,12
11.0,290.0,9.2,66,5,13
14.0,274.0,10.9,68,5,14
18.0,65.0,13.2,58,5,15
14.0,334.0,11.5,64,5,16
34.0,307.0,12.0,66,5,17
6.0,78.0,18.4,57,5,18
30.0,322.0,11.5,68,5,19
11.0,44.0,9.7,62,5,20
1.0,8.0,9.7,59,5,21
11.0,320.0,16.6,73,5,22
4.0,25.0,9.7,61,5,23
32.0,92.0,12.0,61,5,24
,66.0,16.6,57,5,25
,266.0,14.9,58,5,26
,,8.0,57,5,27
23.0,13.0,12.0,67,5,28
45.0,252.0,14.9,81,5,29
115.0,223.0,5.7,79,5,30
37.0,279.0,7.4,76,5,31
,286.0,8.6,78,6,1
,287.0,9.7,74,6,2
,242.0,16.1,67,6,3
,186.0,9.2,84,6,4
,220.0,8.6,85,6,5
,264.0,14.3,79,6,6
29.0,127.0,9.7,82,6,7
,273.0,6.9,87,6,8
71.0,291.0,13.8,90,6,9
39.0,323.0,11.5,87,6,10
,259.0,10.9,93,6,11
,250.0,9.2,92,6,12
23.0,148.0,8.0,82,6,13
,332.0,13.8,80,6,14
,322.0,11.5,79,6,15
21.0,191.0,14.9,77,6,16
37.0,284.0,20.7,72,6,17
20.0,37.0,9.2,65,6,18
12.0,120.0,11.5,73,6,19
13.0,137.0,10.3,76,6,20
,150.0,6.3,77,6,21
,59.0,1.7,76,6,22
,91.0,4.6,76,6,23
,250.0,6.3,76,6,24
,135.0,8.0,75,6,25
,127.0,8.0,78,6,26
,47.0,10.3,73,6,27
,98.0,11.5,80,6,28
,31.0,14.9,77,6,29
,138.0,8.0,83,6,30
135.0,269.0,4.1,84,7,1
49.0,248.0,9.2,85,7,2
32.0,236.0,9.2,81,7,3
,101.0,10.9,84,7,4
64.0,175.0,4.6,83,7,5
40.0,314.0,10.9,83,7,6
77.0,276.0,5.1,88,7,7
97.0,267.0,6.3,92,7,8
97.0,272.0,5.7,92,7,9
85.0,175.0,7.4,89,7,10
,139.0,8.6,82,7,11
10.0,264.0,14.3,73,7,12
27.0,175.0,14.9,81,7,13
,291.0,14.9,91,7,14
7.0,48.0,14.3,80,7,15
48.0,260.0,6.9,81,7,16
35.0,274.0,10.3,82,7,17
61.0,285.0,6.3,84,7,18
79.0,187.0,5.1,87,7,19
63.0,220.0,11.5,85,7,20
16.0,7.0,6.9,74,7,21
,258.0,9.7,81,7,22
,295.0,11.5,82,7,23
80.0,294.0,8.6,86,7,24
108.0,223.0,8.0,85,7,25
20.0,81.0,8.6,82,7,26
52.0,82.0,12.0,86,7,27
82.0,213.0,7.4,88,7,28
50.0,275.0,7.4,86,7,29
64.0,253.0,7.4,83,7,30
59.0,254.0,9.2,81,7,31
39.0,83.0,6.9,81,8,1
9.0,24.0,13.8,81,8,2
16.0,77.0,7.4,82,8,3
78.0,,6.9,86,8,4
35.0,,7.4,85,8,5
66.0,,4.6,87,8,6
122.0,255.0,4.0,89,8,7
89.0,229.0,10.3,90,8,8
110.0,207.0,8.0,90,8,9
,222.0,8.6,92,8,10
,137.0,11.5,86,8,11
44.0,192.0,11.5,86,8,12
28.0,273.0,11.5,82,8,13
65.0,157.0,9.7,80,8,14
,64.0,11.5,79,8,15
22.0,71.0,10.3,77,8,16
59.0,51.0,6.3,79,8,17
23.0,115.0,7.4,76,8,18
31.0,244.0,10.9,78,8,19
44.0,190.0,10.3,78,8,20
21.0,259.0,15.5,77,8,21
9.0,36.0,14.3,72,8,22
,255.0,12.6,75,8,23
45.0,212.0,9.7,79,8,24
168.0,238.0,3.4,81,8,25
73.0,215.0,8.0,86,8,26
,153.0,5.7,88,8,27
76.0,203.0,9.7,97,8,28
118.0,225.0,2.3,94,8,29
84.0,237.0,6.3,96,8,30
85.0,188.0,6.3,94,8,31
96.0,167.0,6.9,91,9,1
78.0,197.0,5.1,92,9,2
73.0,183.0,2.8,93,9,3
91.0,189.0,4.6,93,9,4
47.0,95.0,7.4,87,9,5
32.0,92.0,15.5,84,9,6
20.0,252.0,10.9,80,9,7
23.0,220.0,10.3,78,9,8
21.0,230.0,10.9,75,9,9
24.0,259.0,9.7,73,9,10
44.0,236.0,14.9,81,9,11
21.0,259.0,15.5,76,9,12
28.0,238.0,6.3,77,9,13
9.0,24.0,10.9,71,9,14
13.0,112.0,11.5,71,9,15
46.0,237.0,6.9,78,9,16
18.0,224.0,13.8,67,9,17
13.0,27.0,10.3,76,9,18
24.0,238.0,10.3,68,9,19
16.0,201.0,8.0,82,9,20
13.0,238.0,12.6,64,9,21
23.0,14.0,9.2,71,9,22
36.0,139.0,10.3,81,9,23
7.0,49.0,10.3,69,9,24
14.0,20.0,16.6,63,9,25
30.0,193.0,6.9,70,9,26
,145.0,13.2,77,9,27
14.0,191.0,14.3,75,9,28
18.0,131.0,8.0,76,9,29
20.0,223.0,11.5,68,9,30
1 41.0 190.0 7.4 67 5 1
2 36.0 118.0 8.0 72 5 2
3 12.0 149.0 12.6 74 5 3
4 18.0 313.0 11.5 62 5 4
5 14.3 56 5 5
6 28.0 14.9 66 5 6
7 23.0 299.0 8.6 65 5 7
8 19.0 99.0 13.8 59 5 8
9 8.0 19.0 20.1 61 5 9
10 194.0 8.6 69 5 10
11 7.0 6.9 74 5 11
12 16.0 256.0 9.7 69 5 12
13 11.0 290.0 9.2 66 5 13
14 14.0 274.0 10.9 68 5 14
15 18.0 65.0 13.2 58 5 15
16 14.0 334.0 11.5 64 5 16
17 34.0 307.0 12.0 66 5 17
18 6.0 78.0 18.4 57 5 18
19 30.0 322.0 11.5 68 5 19
20 11.0 44.0 9.7 62 5 20
21 1.0 8.0 9.7 59 5 21
22 11.0 320.0 16.6 73 5 22
23 4.0 25.0 9.7 61 5 23
24 32.0 92.0 12.0 61 5 24
25 66.0 16.6 57 5 25
26 266.0 14.9 58 5 26
27 8.0 57 5 27
28 23.0 13.0 12.0 67 5 28
29 45.0 252.0 14.9 81 5 29
30 115.0 223.0 5.7 79 5 30
31 37.0 279.0 7.4 76 5 31
32 286.0 8.6 78 6 1
33 287.0 9.7 74 6 2
34 242.0 16.1 67 6 3
35 186.0 9.2 84 6 4
36 220.0 8.6 85 6 5
37 264.0 14.3 79 6 6
38 29.0 127.0 9.7 82 6 7
39 273.0 6.9 87 6 8
40 71.0 291.0 13.8 90 6 9
41 39.0 323.0 11.5 87 6 10
42 259.0 10.9 93 6 11
43 250.0 9.2 92 6 12
44 23.0 148.0 8.0 82 6 13
45 332.0 13.8 80 6 14
46 322.0 11.5 79 6 15
47 21.0 191.0 14.9 77 6 16
48 37.0 284.0 20.7 72 6 17
49 20.0 37.0 9.2 65 6 18
50 12.0 120.0 11.5 73 6 19
51 13.0 137.0 10.3 76 6 20
52 150.0 6.3 77 6 21
53 59.0 1.7 76 6 22
54 91.0 4.6 76 6 23
55 250.0 6.3 76 6 24
56 135.0 8.0 75 6 25
57 127.0 8.0 78 6 26
58 47.0 10.3 73 6 27
59 98.0 11.5 80 6 28
60 31.0 14.9 77 6 29
61 138.0 8.0 83 6 30
62 135.0 269.0 4.1 84 7 1
63 49.0 248.0 9.2 85 7 2
64 32.0 236.0 9.2 81 7 3
65 101.0 10.9 84 7 4
66 64.0 175.0 4.6 83 7 5
67 40.0 314.0 10.9 83 7 6
68 77.0 276.0 5.1 88 7 7
69 97.0 267.0 6.3 92 7 8
70 97.0 272.0 5.7 92 7 9
71 85.0 175.0 7.4 89 7 10
72 139.0 8.6 82 7 11
73 10.0 264.0 14.3 73 7 12
74 27.0 175.0 14.9 81 7 13
75 291.0 14.9 91 7 14
76 7.0 48.0 14.3 80 7 15
77 48.0 260.0 6.9 81 7 16
78 35.0 274.0 10.3 82 7 17
79 61.0 285.0 6.3 84 7 18
80 79.0 187.0 5.1 87 7 19
81 63.0 220.0 11.5 85 7 20
82 16.0 7.0 6.9 74 7 21
83 258.0 9.7 81 7 22
84 295.0 11.5 82 7 23
85 80.0 294.0 8.6 86 7 24
86 108.0 223.0 8.0 85 7 25
87 20.0 81.0 8.6 82 7 26
88 52.0 82.0 12.0 86 7 27
89 82.0 213.0 7.4 88 7 28
90 50.0 275.0 7.4 86 7 29
91 64.0 253.0 7.4 83 7 30
92 59.0 254.0 9.2 81 7 31
93 39.0 83.0 6.9 81 8 1
94 9.0 24.0 13.8 81 8 2
95 16.0 77.0 7.4 82 8 3
96 78.0 6.9 86 8 4
97 35.0 7.4 85 8 5
98 66.0 4.6 87 8 6
99 122.0 255.0 4.0 89 8 7
100 89.0 229.0 10.3 90 8 8
101 110.0 207.0 8.0 90 8 9
102 222.0 8.6 92 8 10
103 137.0 11.5 86 8 11
104 44.0 192.0 11.5 86 8 12
105 28.0 273.0 11.5 82 8 13
106 65.0 157.0 9.7 80 8 14
107 64.0 11.5 79 8 15
108 22.0 71.0 10.3 77 8 16
109 59.0 51.0 6.3 79 8 17
110 23.0 115.0 7.4 76 8 18
111 31.0 244.0 10.9 78 8 19
112 44.0 190.0 10.3 78 8 20
113 21.0 259.0 15.5 77 8 21
114 9.0 36.0 14.3 72 8 22
115 255.0 12.6 75 8 23
116 45.0 212.0 9.7 79 8 24
117 168.0 238.0 3.4 81 8 25
118 73.0 215.0 8.0 86 8 26
119 153.0 5.7 88 8 27
120 76.0 203.0 9.7 97 8 28
121 118.0 225.0 2.3 94 8 29
122 84.0 237.0 6.3 96 8 30
123 85.0 188.0 6.3 94 8 31
124 96.0 167.0 6.9 91 9 1
125 78.0 197.0 5.1 92 9 2
126 73.0 183.0 2.8 93 9 3
127 91.0 189.0 4.6 93 9 4
128 47.0 95.0 7.4 87 9 5
129 32.0 92.0 15.5 84 9 6
130 20.0 252.0 10.9 80 9 7
131 23.0 220.0 10.3 78 9 8
132 21.0 230.0 10.9 75 9 9
133 24.0 259.0 9.7 73 9 10
134 44.0 236.0 14.9 81 9 11
135 21.0 259.0 15.5 76 9 12
136 28.0 238.0 6.3 77 9 13
137 9.0 24.0 10.9 71 9 14
138 13.0 112.0 11.5 71 9 15
139 46.0 237.0 6.9 78 9 16
140 18.0 224.0 13.8 67 9 17
141 13.0 27.0 10.3 76 9 18
142 24.0 238.0 10.3 68 9 19
143 16.0 201.0 8.0 82 9 20
144 13.0 238.0 12.6 64 9 21
145 23.0 14.0 9.2 71 9 22
146 36.0 139.0 10.3 81 9 23
147 7.0 49.0 10.3 69 9 24
148 14.0 20.0 16.6 63 9 25
149 30.0 193.0 6.9 70 9 26
150 145.0 13.2 77 9 27
151 14.0 191.0 14.3 75 9 28
152 18.0 131.0 8.0 76 9 29
153 20.0 223.0 11.5 68 9 30