I am trying to fit a curve to the number of people who identify as liberal
by age. I got some puzzling results which suggested to me that I don't
really understand how local polynomial fitting works. Why, I am wondering,
is lowess producing a local fit of zero for every age?
> liberal
[1] 0 0 0 0 1 0 0 0 1 1 0 0 0 0 1 0 1 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 1 1 0
0 0 0 1
[40] 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 1 1 0 1 0 1 0 1 0 0 0 0 0 0 1 0 1
1 0 0 0
[79] 1 1 0 1 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 1 0 1 1 0 0 0 0 0 0 0 0 0 0 0
0 0 1 0
[118] 0 0 1 0 0 0 1 0 0 0 0 1 0 0 1 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0
0 0 0 0
[157] 0 0 0 0 0 1 0 1 1 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 1 0 0 1 0 0 1 0 0 0
0 0 0 0
[196] 1 0 0 1 0 0 0 1 0 1 1 0 0 1 1 0 0 0 0 0 1 0 0 0 0 0 1 0 1 0 0 0 1 0 0
1 0 0 1
[235] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0
0 0 0 1
[274] 0 0 0 0 1 0 1 0 0 1 0 1 1 1 0 0 0 0 0 0 0 0 1 0 1 0 1 1 0 0 0 0 1 1 1
0 0 1 0
[313] 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0
0 1 0 0
[352] 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 1 0 0 0 0 1 0 0 0 0 0 0
0 1 0 0
[391] 1 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 1 0 1 1 0 0 1 0 0 0 0 1 0 0 0
0 0 1 1
[430] 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 1
0 0 1 1
[469] 0 0 1 0 0 0 1 1 0 0 1 0 1 1 0 0 0 1 0 0 0 0 1 0 1 0 0 0 0 0 1 0 0 0 1
0 1 0 1
[508] 0 1 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 1 0 0 1 0 1
0 1 0 0
[547] 0 0 1 0 1 0 1 1 0 0 1 0 0 1 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 1 1
1 0 0 1
[586] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 1 0 0 0 0 0 1 0 0
1 0 0 1
[625] 0 1 0 0 0 0 1 1 1 0 1 0 0 0 1 1 0 1 1 0 0 0 0 1 0 0 0 1 0 0 0 1 0 1 0
0 0 0 0
[664] 0 1 1 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 1 1 1 0 1 0 0 0 0 0 0 1 0 0 0 0 0
0 1 0 0
[703] 1 0 0 0 0 0 1 0 0 0 0 1 0 1 1 0 0 0 0 0 0 1 1 0 1 1 1 0 1 0 0 0 0 0 1
1 0 0 0
[742] 1 0 0 1 1 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 1 0 0
0 0 0 1
[781] 0 0 0 1 0 0 0 1 1 0 1 0 0 0 1 0 0 0 1 0 0 1 0 0 1 1 0 0 0 0 0 0 1 1 0
0 0 0 1
[820] 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 1 0 0 0 0 1 1 0 0 0 0 0 0 1 0 0 0 1 0
0 0 0 0
[859] 1 0 1 0 0 0 1 0 0 1 0 1 1 0 0 1 1 0 0 1 1 1 0 0 1 0 0 1 0 0 0 0 0 0 0
1 1 0 0
[898] 1 0 1 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 1 1 0 0 0 0 0 1 0 1 0 0 0 0 0 1 0
1 0 0 0
[937] 0 0 0 0 1 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 1 0 0 1 1 0 0 0 0 1 0 1 1
0 0 0 0
[976] 0 0 1 0 0 0 0 1 0 0 0 1 0 1 0 0 0 1 0 0 0 0 0 0 1 1 0 0 1 0 0 0 1 0 0
0 1 0 0
[1015] 0 1 0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 1 0 0
0 0 0 0
[1054] 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 1 1 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0
0 0 0 0
[1093] 0 0 0 1 1 0 1 1 1 0 0 0 0 0 0 1 0 1 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0
[1132] 0 0 0 0 0 1 1 0 1 0 1 0 0 0 0 0 0 1 0 1 1 0 0 0 0 0 0 1 0 1 0 1 1 0 0
0 0 1 1
[1171] 1 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 1 1 0 0 0 0 1
0 0 0 0
[1210] 1 1 0 1 0 0 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 1 1 0 0 1 0 0 0 0 0 0
0 0 0 0
[1249] 0 1 0 0 0 1 0 0 1 1 0 0 1 1 1 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 1
0 1 0 1
[1288] 0 1 1 1 1 0 0 1 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 1 0 1 0 1 0 0
0 1 0 0
[1327] 1 0 0 0 0 1 0 0 0 0 0 1 1 1 0 0 0 0 1 0 1 1 0 1 1 0 0 0 0 1 0 0 1 0 0
0 1 0 0
[1366] 0 1 1 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
1 0 0 1
[1405] 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 1 0 0 0 0 0 0 0
0 1 0 0
[1444] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0
0 0 0 0
[1483] 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0
> age
[1] 62 62 27 61 44 53 50 71 57 43 66 60 45 71 52 61 32 62 51 50 48 35 73
63 48 38
[27] 25 28 66 81 45 50 52 23 55 62 72 64 63 56 52 69 62 41 40 51 28 58 44
48 53 32
[53] 28 48 29 58 31 40 57 65 23 75 39 57 30 66 66 52 52 65 52 44 50 36 25
55 36 49
[79] 51 23 80 51 60 42 45 38 46 50 63 64 68 25 33 37 60 46 82 26 55 55 46
24 59 23
[105] 33 60 79 48 60 68 40 45 55 61 57 29 75 30 71 51 46 52 38 33 65 68 63
43 64 58
[131] 38 71 73 62 43 83 21 66 60 46 60 59 61 52 50 48 42 64 50 24 23 60 61
52 59 24
[157] 22 70 63 65 74 50 80 54 55 47 75 67 41 46 57 63 50 62 31 58 75 21 28
69 67 62
[183] 47 56 38 79 69 52 54 32 70 58 50 35 39 34 59 43 54 54 57 28 43 47 56
48 51 57
[209] 72 34 57 51 46 50 48 40 59 66 29 50 33 45 65 57 65 69 45 46 65 76 74
54 61 43
[235] 43 38 36 58 68 54 65 42 53 72 45 39 61 40 44 79 79 50 27 63 50 70 34
32 27 49
[261] 72 50 53 47 49 44 41 24 22 41 25 27 64 70 49 50 22 35 26 62 45 19 31
61 62 39
[287] 80 44 42 41 66 59 67 41 64 47 75 24 37 33 46 47 36 53 59 36 26 24 37
69 49 44
[313] 73 53 50 79 19 42 54 46 31 55 45 53 56 67 50 47 43 77 32 60 28 59 71
48 50 39
[339] 31 31 32 59 60 51 62 39 38 31 28 58 20 70 57 60 55 25 38 31 61 71 33
57 60 68
[365] 64 20 46 38 68 56 23 49 54 56 22 38 31 46 46 28 40 33 43 63 49 30 36
60 50 61
[391] 64 31 30 34 26 25 66 55 57 56 31 28 65 31 72 32 44 58 50 49 56 38 50
65 57 72
[417] 40 64 74 73 36 60 67 78 67 66 38 28 79 55 56 65 69 34 51 31 61 69 19
38 72 32
[443] 55 56 51 25 27 45 48 60 41 27 45 47 62 23 68 57 23 47 59 50 36 43 59
81 27 40
[469] 50 76 45 26 46 53 40 23 75 51 30 42 48 47 60 61 73 55 61 22 53 71 32
51 47 64
[495] 73 49 46 48 26 46 35 77 51 58 33 54 41 38 64 42 45 55 47 63 53 57 69
58 49 28
[521] 49 56 52 44 29 61 55 57 61 32 23 42 53 63 42 55 24 55 36 45 27 26 48
36 32 54
[547] 27 24 32 26 27 79 23 56 29 24 30 34 69 43 42 42 65 58 38 23 53 29 57
31 45 27
[573] 26 61 44 46 36 31 63 57 47 51 50 50 46 26 62 62 45 44 36 57 56 25 56
66 37 52
[599] 51 36 51 62 66 71 68 47 40 58 52 51 45 64 52 21 53 58 41 33 53 38 47
41 66 28
[625] 66 53 59 41 61 59 56 22 30 50 56 29 58 60 28 61 58 48 55 47 55 55 37
25 50 29
[651] 30 52 61 41 29 41 38 32 53 35 45 56 61 73 48 28 57 63 53 36 20 73 67
56 52 60
[677] 36 59 44 43 60 39 32 60 65 24 58 51 22 51 46 45 63 59 72 42 34 22 40
64 28 63
[703] 43 77 69 33 70 63 57 60 74 26 60 25 53 36 70 45 54 54 25 75 51 46 42
48 41 57
[729] 40 59 34 74 76 49 86 69 37 71 38 47 50 53 32 46 30 26 28 63 63 29 44
60 57 55
[755] 43 39 47 74 70 60 69 34 70 37 63 53 62 49 67 56 46 71 46 57 60 37 58
76 40 54
[781] 43 53 28 27 64 54 72 54 55 61 24 50 24 62 57 73 53 49 30 60 51 37 38
30 46 47
[807] 24 27 44 58 46 49 41 63 40 47 45 38 40 42 68 24 45 50 39 45 37 37 65
22 38 83
[833] 43 55 64 40 45 59 51 54 32 44 62 48 50 52 57 50 40 62 51 50 26 40 61
70 51 59
[859] 42 53 35 66 56 52 34 63 30 33 46 67 48 41 61 48 57 61 22 60 43 51 67
45 40 69
[885] 70 40 49 64 59 86 52 42 48 47 39 65 51 48 65 38 57 38 50 67 22 65 69
61 32 28
[911] 49 59 63 51 59 57 50 66 62 69 79 58 37 55 36 57 48 71 45 51 53 33 42
47 48 30
[937] 35 27 61 24 63 56 53 50 35 51 57 66 55 57 74 33 28 63 69 33 66 43 55
52 54 28
[963] 30 33 27 54 46 32 46 50 21 52 32 26 44 39 57 28 56 31 47 59 26 47 52
50 41 28
[989] 33 47 42 41 51 21 69 33 28 57 41 26 29 33 26 27 64 60 60 47 44 45 45
41 41 40
[1015] 41 32 25 52 51 22 45 34 59 30 51 54 69 44 56 49 60 50 63 55 35 55 58
36 62 29
[1041] 51 56 65 43 51 69 54 57 67 42 54 53 56 69 51 43 62 65 44 37 61 33 60
37 78 46
[1067] 59 57 46 35 59 59 28 63 43 61 50 48 47 64 47 38 58 62 85 49 64 42 51
49 28 53
[1093] 30 50 54 66 47 77 23 63 53 61 74 65 64 60 65 62 69 60 37 25 28 55 55
72 48 40
[1119] 68 48 57 77 59 65 54 28 70 46 40 60 49 50 73 65 74 52 70 43 72 52 44
22 51 35
[1145] 50 51 32 56 22 32 40 54 53 49 62 47 50 68 40 40 58 30 56 19 30 73 48
49 50 32
[1171] 49 75 46 43 47 29 46 42 44 30 50 76 49 70 47 44 58 49 54 43 30 52 45
47 55 57
[1197] 53 45 59 27 47 66 27 58 40 47 60 54 58 38 44 34 60 77 64 45 53 41 29
65 45 69
[1223] 49 50 49 49 57 49 48 39 36 50 57 36 56 26 32 67 63 53 74 49 43 57 55
48 53 60
[1249] 48 46 35 38 53 28 64 59 41 46 42 37 43 50 43 45 24 23 65 27 46 54 54
27 54 33
[1275] 42 50 61 49 52 67 41 24 45 44 49 61 27 48 54 34 51 42 69 58 23 38 37
49 57 62
[1301] 48 64 60 49 51 33 59 58 57 62 24 48 57 41 49 40 34 52 56 47 55 34 59
61 52 48
[1327] 51 51 65 41 38 53 47 53 58 56 47 31 40 63 48 59 55 69 37 31 49 63 44
54 64 46
[1353] 59 33 57 42 42 62 39 54 38 56 51 58 63 60 55 43 45 65 39 51 53 36 67
62 47 42
[1379] 38 56 36 53 64 60 75 69 48 53 51 50 39 52 60 46 61 43 55 62 74 56 32
65 60 37
[1405] 43 64 57 45 38 51 62 52 60 48 52 62 55 75 33 38 44 56 54 49 46 26 84
64 22 55
[1431] 68 31 43 48 79 69 59 44 67 58 58 71 61 53 69 60 70 31 29 18 67 43 69
61 57 50
[1457] 58 50 66 69 53 68 45 78 63 66 52 59 43 70 57 63 52 49 71 67 59 78 45
62 63 60
[1483] 67 38 55 56 39 26 47 52 65 68 55 37 60 58 67 35 62 74
> mean(liberal[age==25])
[1] 0.3846
> mean(liberal[age==26])
[1] 0.4
> mean(liberal[age==27])
[1] 0.2857
> mean(liberal[age==28])
[1] 0.5357
> lowess(age, liberal)
$x
[1] 18 19 19 19 19 20 20 20 21 21 21 21 21 22 22 22 22 22 22 22 22 22 22
22 22 22
[27] 22 22 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 24 24 24 24 24 24
24 24 24
[53] 24 24 24 24 24 24 24 24 24 25 25 25 25 25 25 25 25 25 25 25 25 25 26
26 26 26
[79] 26 26 26 26 26 26 26 26 26 26 26 26 26 26 26 26 27 27 27 27 27 27 27
27 27 27
[105] 27 27 27 27 27 27 27 27 27 27 27 28 28 28 28 28 28 28 28 28 28 28 28
28 28 28
[131] 28 28 28 28 28 28 28 28 28 28 28 28 28 29 29 29 29 29 29 29 29 29 29
29 29 29
[157] 29 29 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 31
31 31 31
[183] 31 31 31 31 31 31 31 31 31 31 31 31 31 31 31 31 32 32 32 32 32 32 32
32 32 32
[209] 32 32 32 32 32 32 32 32 32 32 32 32 32 32 32 33 33 33 33 33 33 33 33
33 33 33
[235] 33 33 33 33 33 33 33 33 33 33 33 33 34 34 34 34 34 34 34 34 34 34 34
34 34 34
[261] 34 35 35 35 35 35 35 35 35 35 35 35 35 35 36 36 36 36 36 36 36 36 36
36 36 36
[287] 36 36 36 36 36 36 36 36 36 36 37 37 37 37 37 37 37 37 37 37 37 37 37
37 37 37
[313] 37 37 37 37 38 38 38 38 38 38 38 38 38 38 38 38 38 38 38 38 38 38 38
38 38 38
[339] 38 38 38 38 38 38 38 38 38 38 38 39 39 39 39 39 39 39 39 39 39 39 39
39 39 39
[365] 39 40 40 40 40 40 40 40 40 40 40 40 40 40 40 40 40 40 40 40 40 40 40
40 40 40
[391] 40 40 40 40 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41 41
41 41 41
[417] 41 41 41 41 41 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42
42 42 42
[443] 42 42 42 42 42 42 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43 43
43 43 43
[469] 43 43 43 43 43 43 43 43 43 43 43 43 43 44 44 44 44 44 44 44 44 44 44
44 44 44
[495] 44 44 44 44 44 44 44 44 44 44 44 44 44 44 45 45 45 45 45 45 45 45 45
45 45 45
[521] 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45
45 45 45
[547] 45 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46
46 46 46
[573] 46 46 46 46 46 46 46 46 46 46 46 46 46 46 47 47 47 47 47 47 47 47 47
47 47 47
[599] 47 47 47 47 47 47 47 47 47 47 47 47 47 47 47 47 47 47 47 47 47 47 47
47 47 47
[625] 47 47 48 48 48 48 48 48 48 48 48 48 48 48 48 48 48 48 48 48 48 48 48
48 48 48
[651] 48 48 48 48 48 48 48 48 48 48 48 48 48 48 49 49 49 49 49 49 49 49 49
49 49 49
[677] 49 49 49 49 49 49 49 49 49 49 49 49 49 49 49 49 49 49 49 49 49 49 49
49 49 49
[703] 49 50 50 50 50 50 50 50 50 50 50 50 50 50 50 50 50 50 50 50 50 50 50
50 50 50
[729] 50 50 50 50 50 50 50 50 50 50 50 50 50 50 50 50 50 50 50 50 50 50 50
50 50 50
[755] 50 50 50 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51
51 51 51
[781] 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51
52 52 52
[807] 52 52 52 52 52 52 52 52 52 52 52 52 52 52 52 52 52 52 52 52 52 52 52
52 52 52
[833] 52 52 52 52 52 52 53 53 53 53 53 53 53 53 53 53 53 53 53 53 53 53 53
53 53 53
[859] 53 53 53 53 53 53 53 53 53 53 53 53 53 53 53 53 53 53 53 53 53 54 54
54 54 54
[885] 54 54 54 54 54 54 54 54 54 54 54 54 54 54 54 54 54 54 54 54 54 54 54
54 54 54
[911] 54 54 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55
55 55 55
[937] 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 56 56 56 56 56 56 56 56
56 56 56
[963] 56 56 56 56 56 56 56 56 56 56 56 56 56 56 56 56 56 56 56 56 56 56 56
56 57 57
[989] 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57
57 57 57
[1015] 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 57 58 58 58
58 58 58
[1041] 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58
58 58 58
[1067] 58 59 59 59 59 59 59 59 59 59 59 59 59 59 59 59 59 59 59 59 59 59 59
59 59 59
[1093] 59 59 59 59 59 59 59 59 59 59 59 60 60 60 60 60 60 60 60 60 60 60 60
60 60 60
[1119] 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60
60 60 60
[1145] 60 60 60 60 60 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61
61 61 61
[1171] 61 61 61 61 61 61 61 61 61 61 61 61 61 61 62 62 62 62 62 62 62 62 62
62 62 62
[1197] 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 63
63 63 63
[1223] 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63
63 63 63
[1249] 63 63 63 64 64 64 64 64 64 64 64 64 64 64 64 64 64 64 64 64 64 64 64
64 64 64
[1275] 64 64 64 64 65 65 65 65 65 65 65 65 65 65 65 65 65 65 65 65 65 65 65
65 65 65
[1301] 65 65 65 65 65 65 65 66 66 66 66 66 66 66 66 66 66 66 66 66 66 66 66
66 66 66
[1327] 66 66 67 67 67 67 67 67 67 67 67 67 67 67 67 67 67 67 67 67 67 67 68
68 68 68
[1353] 68 68 68 68 68 68 68 68 68 68 69 69 69 69 69 69 69 69 69 69 69 69 69
69 69 69
[1379] 69 69 69 69 69 69 69 69 69 69 69 69 69 70 70 70 70 70 70 70 70 70 70
70 70 70
[1405] 70 70 70 71 71 71 71 71 71 71 71 71 71 71 71 71 72 72 72 72 72 72 72
72 72 72
[1431] 72 73 73 73 73 73 73 73 73 73 73 73 74 74 74 74 74 74 74 74 74 74 74
74 75 75
[1457] 75 75 75 75 75 75 75 75 76 76 76 76 76 77 77 77 77 77 77 78 78 78 78
79 79 79
[1483] 79 79 79 79 79 79 80 80 80 81 81 82 83 83 84 85 86 86
$y
[1] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0
[40] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0
[79] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0
[118] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0
[157] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0
[196] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0
[235] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0
[274] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0
[313] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0
[352] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0
[391] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0
[430] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0
[469] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0
[508] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0
[547] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0
[586] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0
[625] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0
[664] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0
[703] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0
[742] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0
[781] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0
[820] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0
[859] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0
[898] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0
[937] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0
[976] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0
[1015] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0
[1054] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0
[1093] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0
[1132] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0
[1171] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0
[1210] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0
[1249] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0
[1288] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0
[1327] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0
[1366] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0
[1405] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0
[1444] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0
[1483] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
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