Opisna statistika podataka za izračun UV

Variable Label N Mean Std Dev Minimum Maximum
parity
dtbirth
calv_dt
test_dt
ybirth
age
ycalving
mcalving
year_test
month_test
dtest
milk_yield
fat
fat_kg
protein
protein_kg
urea
sclog
dim
herd
region
source
parity_7
r_month
r_year
age1
y1201
y1202
y1203
y1204
y1205
y1207
y3201
id_nu
paritya
regiona
scalva
herda
hyeara
penva
idanima
 
 
CALV_DT
TEST_DT
 
 
 
 
 
 
 
MILK_YIELD
FAT
 
PROTEIN
 
UREA
 
 
 
 
 
 
 
 
 
dnevna kol. mlijeka
dnevna kol. masti
dnevni sadržaj masti
dnevna kol. bjelan.
dnevni sadržaj bjelan.
dnevni sadržaj ureje
log br.som.stanica
 
 
 
 
 
 
 
 
4878188
4878188
4878188
4878188
4878188
4878188
4878188
4878188
4878188
4878188
4878188
4874530
4701555
4698045
4787509
4783862
4477371
4784965
4878188
4878188
4878188
4878188
4878188
4878188
4878188
4878188
4874530
4698045
4701555
4783862
4787509
4477371
4784965
4878188
4878188
4878188
4878188
4878188
4878188
4878188
4878188
3.182
17073.358
18793.410
18962.277
2006.245
56.395
2010.951
6.570
2011.423
6.448
15.674
16.174
4.118
0.662
3.431
0.548
18.720
9.855
168.867
-650515.538
7.517
1.403
3.111
2.506
2011.040
0.002
16.174
0.662
4.118
0.548
3.431
18.720
9.855
134.007
3.111
6.902
30.664
7619.490
44355.707
328977.593
189624.160
2.060
1726.674
1554.552
1555.016
4.732
27.915
4.267
3.447
4.270
3.496
8.600
5.982
0.850
0.272
0.454
0.198
10.883
2.088
99.601
3202809.808
4.967
0.491
1.887
1.113
4.265
1.741
5.982
0.272
0.850
0.198
0.454
10.883
2.088
469.846
1.887
3.991
17.023
3692.052
23847.544
187418.283
81829.034
1.000
11109.000
16071.000
16078.000
1990.000
18.000
2004.000
1.000
2004.000
1.000
1.000
3.000
1.500
0.045
1.500
0.067
1.000
3.000
5.000
-21261978.00
1.000
1.000
1.000
1.000
2004.000
-8.981
3.000
0.045
1.500
0.067
1.500
1.000
3.000
3.000
1.000
1.000
1.000
1.000
1.000
1.000
6.000
10.000
21247.000
21835.000
21840.000
2018.000
180.000
2019.000
12.000
2019.000
12.000
31.000
50.000
7.000
3.274
7.000
2.672
70.000
17.118
400.000
207031.000
20.000
2.000
7.000
4.000
2019.000
10.019
50.000
3.274
7.000
2.672
7.000
70.000
17.118
3101.000
7.000
16.000
63.000
14024.000
87720.000
651275.000
318084.000

cattle - sim - td - 1902



Analiza nepročišćenih ulaznih podataka

region Frequency Cumulative
Frequency
  177739 177739
0 8 177747
1 847489 1025236
2 184728 1209964
3 296099 1506063
4 199854 1705917
5 156933 1862850
6 1180865 3043715
7 1180165 4223880
8 6111 4229991
9 41049 4271040
10 211559 4482599
11 227915 4710514
12 287320 4997834
13 1037 4998871
14 440343 5439214
15 2689 5441903
16 351916 5793819
17 6872 5800691
18 16964 5817655
19 425 5818080
20 249258 6067338
22 29011 6096349

parity Frequency Cumulative
Frequency
0 1 1
1 1540977 1540978
2 1271889 2812867
3 1024494 3837361
4 772852 4610213
5 552788 5163001
6 376627 5539628
7 243048 5782676
8 149174 5931850
9 83639 6015489
10 44445 6059934
11 21264 6081198
12 9202 6090400
13 3751 6094151
14 1370 6095521
15 510 6096031
16 116 6096147
17 31 6096178
18 11 6096189
20 14 6096203
21 9 6096212
22 6 6096218
23 9 6096227
28 13 6096240
30 14 6096254
31 17 6096271
33 6 6096277
40 10 6096287
43 2 6096289
50 8 6096297
51 8 6096305
53 9 6096314
55 9 6096323
61 1 6096324
66 6 6096330
71 8 6096338
80 2 6096340
81 6 6096346
91 3 6096349

type Frequency Cumulative
Frequency
  3703669 3703669
A2 1594491 5298160
A3 5047 5303207
A4 267 5303474
A6 2 5303476
B1 2042 5305518
B2 785397 6090915
B3 5150 6096065
B5 284 6096349

cattle - sim - td - 1902



The SGPlot Procedure



The SGPlot Procedure



The SGPlot Procedure



The SGPlot Procedure



The SGPlot Procedure



Opisna statistika svojstava mliječnosti po godini kontrole

Godina kontrole dnevna kol. mlijeka dnevna kol. masti dnevni sadržaj masti dnevna kol. bjelan. dnevni sadržaj bjelan. log br.som.stanica
N Mean N Mean N Mean N Mean N Mean N Mean
2004 83,798 14.14 80,285 0.57 80,371 4.10 82,152 0.48 82,240 3.42 81,691 9.87
2005 275,482 14.45 262,849 0.60 263,011 4.16 268,682 0.49 268,853 3.46 269,087 9.75
2006 362,519 14.90 343,560 0.61 343,852 4.15 351,502 0.50 351,806 3.44 351,504 9.82
2007 385,770 15.42 363,713 0.64 364,068 4.18 373,418 0.53 373,791 3.46 372,925 9.75
2008 423,665 15.58 400,109 0.64 400,455 4.11 410,381 0.53 410,739 3.44 410,815 9.75
2009 411,842 16.36 390,978 0.66 391,323 4.10 400,432 0.56 400,789 3.46 400,827 9.79
2010 286,069 16.60 268,201 0.68 268,416 4.12 274,041 0.56 274,266 3.44 274,351 9.86
2011 297,621 16.61 283,295 0.68 283,529 4.09 289,393 0.56 289,641 3.42 289,557 9.84
2012 335,390 16.57 316,297 0.68 316,608 4.10 323,293 0.56 323,624 3.39 323,605 9.78
2013 310,462 16.12 302,325 0.66 302,713 4.12 308,665 0.54 309,066 3.41 309,079 9.78
2014 307,801 15.79 304,961 0.64 305,154 4.09 307,800 0.53 307,996 3.40 307,962 9.82
2015 307,935 16.02 305,094 0.65 305,201 4.06 307,933 0.54 308,044 3.40 308,034 9.88
2016 301,294 16.68 298,492 0.68 298,622 4.11 301,291 0.56 301,423 3.41 301,324 9.86
2017 289,187 17.41 286,717 0.71 286,859 4.09 289,187 0.59 289,332 3.43 289,320 9.89
2018 279,785 17.74 277,189 0.73 277,299 4.15 279,784 0.61 279,897 3.46 279,036 10.15
2019 215,910 18.14 213,980 0.75 214,074 4.15 215,908 0.62 216,002 3.43 215,848 10.35
Ukupno 4,874,530 16.17 4,698,045 0.66 4,701,555 4.12 4,783,862 0.55 4,787,509 3.43 4,784,965 9.86

cattle - sim - td - 1902



Opisna statistika svojstava mliječnosti po rednom broju laktacije

  dnevna kol. mlijeka dnevna kol. masti dnevni sadržaj masti dnevna kol. bjelan. dnevni sadržaj bjelan. log br.som.stanica
N Mean N Mean N Mean N Mean N Mean N Mean
1 1,213,907 15.61 1,170,504 0.64 1,171,256 4.16 1,189,169 0.53 1,189,953 3.41 1,189,178 9.37
2 1,044,455 16.48 1,006,612 0.68 1,007,414 4.17 1,024,235 0.57 1,025,063 3.48 1,024,565 9.66
3 846,859 16.88 816,036 0.69 816,756 4.13 831,223 0.57 831,982 3.44 831,564 9.90
4 626,213 16.69 603,594 0.68 604,076 4.10 615,214 0.56 615,713 3.43 615,415 10.10
5 443,388 16.31 427,541 0.66 427,851 4.07 435,921 0.55 436,244 3.41 435,991 10.26
6 296,271 15.83 285,400 0.64 285,594 4.04 291,237 0.53 291,433 3.40 291,291 10.39
7 403,437 14.89 388,358 0.59 388,608 3.98 396,863 0.50 397,121 3.38 396,961 10.54
Ukupno 4,874,530 16.17 4,698,045 0.66 4,701,555 4.12 4,783,862 0.55 4,787,509 3.43 4,784,965 9.86

cattle - sim - td - 1902



Opisna statistika svojstava mliječnosti po sezoni teljenja

  dnevna kol. mlijeka dnevna kol. masti dnevni sadržaj masti dnevna kol. bjelan. dnevni sadržaj bjelan. log br.som.stanica
N Mean N Mean N Mean N Mean N Mean N Mean
2004_01 15,602 12.14 14,748 0.51 14,779 4.28 15,027 0.43 15,059 3.62 15,011 10.05
2004_02 39,670 12.42 38,184 0.52 38,228 4.25 38,963 0.44 39,008 3.57 38,882 9.98
2004_03 62,414 13.15 60,451 0.55 60,509 4.21 61,713 0.46 61,773 3.53 61,605 9.91
2004_04 60,669 14.20 58,507 0.59 58,542 4.17 59,843 0.49 59,880 3.47 59,779 9.63
2005_01 68,433 14.70 65,293 0.61 65,336 4.16 66,799 0.50 66,843 3.46 66,856 9.70
2005_02 73,634 14.34 69,809 0.59 69,855 4.17 71,407 0.49 71,457 3.49 71,563 9.87
2005_03 84,704 13.76 80,424 0.57 80,483 4.19 81,952 0.48 82,012 3.50 82,117 9.95
2005_04 83,960 14.65 79,525 0.61 79,582 4.17 81,210 0.50 81,271 3.45 81,384 9.75
2006_01 91,279 15.28 86,335 0.63 86,433 4.12 88,469 0.51 88,571 3.41 88,557 9.76
2006_02 91,465 14.93 86,374 0.61 86,450 4.15 88,518 0.50 88,599 3.44 88,493 9.85
2006_03 98,205 14.65 93,374 0.60 93,452 4.16 95,520 0.50 95,600 3.48 95,237 9.89
2006_04 96,302 15.38 91,203 0.63 91,285 4.14 93,287 0.52 93,373 3.44 93,078 9.67
2007_01 96,975 15.89 91,322 0.65 91,417 4.15 93,902 0.54 94,000 3.44 93,800 9.70
2007_02 90,917 15.37 85,458 0.64 85,569 4.22 87,874 0.52 87,989 3.48 87,795 9.79
2007_03 111,187 14.82 105,533 0.62 105,620 4.24 108,231 0.51 108,322 3.49 108,176 9.86
2007_04 105,478 15.47 99,704 0.65 99,791 4.16 102,273 0.53 102,362 3.43 102,291 9.65
2008_01 108,848 16.11 102,365 0.66 102,438 4.08 105,225 0.54 105,298 3.40 105,266 9.71
2008_02 96,557 15.72 90,386 0.63 90,462 4.07 92,797 0.53 92,880 3.44 92,901 9.79
2008_03 109,946 15.47 104,280 0.63 104,376 4.09 106,572 0.53 106,670 3.49 106,728 9.85
2008_04 100,550 16.20 95,348 0.66 95,449 4.08 97,627 0.56 97,731 3.46 97,783 9.73
2009_01 102,703 16.85 97,288 0.68 97,380 4.07 99,821 0.57 99,916 3.44 99,899 9.74
2009_02 93,150 16.57 88,390 0.67 88,441 4.09 90,582 0.56 90,636 3.45 90,638 9.82
2009_03 100,313 16.42 95,489 0.67 95,545 4.11 97,546 0.56 97,605 3.45 97,616 9.86
2009_04 80,801 17.15 76,237 0.71 76,295 4.12 78,186 0.58 78,249 3.41 78,267 9.73
2010_01 72,805 17.47 68,292 0.71 68,358 4.09 69,987 0.58 70,055 3.38 70,099 9.81
2010_02 61,775 16.65 57,816 0.67 57,864 4.07 59,014 0.56 59,065 3.42 59,091 9.87
2010_03 68,690 15.91 64,589 0.65 64,624 4.09 65,740 0.54 65,776 3.45 65,801 9.92
2010_04 64,789 16.46 61,142 0.67 61,204 4.07 62,257 0.56 62,323 3.43 62,281 9.74
2011_01 76,751 16.71 72,721 0.68 72,806 4.09 74,294 0.56 74,383 3.43 74,349 9.82
2011_02 76,034 16.35 71,622 0.67 71,694 4.14 73,375 0.56 73,450 3.44 73,414 9.87
2011_03 90,920 16.28 85,834 0.67 85,882 4.13 87,597 0.55 87,650 3.43 87,623 9.92
2011_04 82,321 16.78 77,530 0.69 77,622 4.11 79,220 0.56 79,321 3.39 79,378 9.69
2012_01 82,707 17.17 78,002 0.69 78,079 4.08 79,854 0.57 79,934 3.36 79,944 9.72
2012_02 81,739 16.30 77,925 0.66 77,998 4.12 79,819 0.55 79,895 3.41 79,882 9.81
2012_03 86,443 15.79 83,430 0.65 83,515 4.14 85,065 0.53 85,152 3.42 85,155 9.88
2012_04 76,125 16.54 73,913 0.68 74,063 4.13 75,357 0.56 75,514 3.39 75,504 9.71
2013_01 78,644 16.74 76,462 0.68 76,564 4.10 78,170 0.56 78,275 3.37 78,278 9.72
2013_02 69,092 15.79 67,362 0.64 67,405 4.11 68,852 0.53 68,896 3.40 68,897 9.80
2013_03 86,572 15.40 85,245 0.63 85,283 4.13 86,565 0.53 86,605 3.45 86,600 9.87
2013_04 75,740 16.23 74,953 0.66 75,000 4.10 75,739 0.55 75,786 3.40 75,781 9.74
2014_01 73,112 16.37 72,440 0.66 72,507 4.07 73,112 0.55 73,182 3.38 73,170 9.80
2014_02 71,142 15.65 70,448 0.63 70,476 4.07 71,141 0.52 71,169 3.40 71,164 9.86
2014_03 85,715 15.27 84,978 0.62 85,011 4.05 85,715 0.52 85,749 3.41 85,743 9.92
2014_04 77,144 15.89 76,469 0.64 76,499 4.03 77,144 0.53 77,174 3.39 77,171 9.79
2015_01 76,961 16.46 76,185 0.66 76,219 4.04 76,960 0.55 76,996 3.36 76,993 9.83
2015_02 74,086 16.12 73,367 0.65 73,399 4.08 74,086 0.54 74,119 3.40 74,113 9.94
2015_03 79,670 15.98 78,982 0.65 79,010 4.11 79,670 0.54 79,698 3.43 79,694 9.98
2015_04 74,552 16.78 73,924 0.69 73,953 4.11 74,551 0.57 74,581 3.40 74,565 9.78
2016_01 77,561 17.22 76,858 0.70 76,893 4.08 77,559 0.57 77,595 3.37 77,572 9.82
2016_02 66,896 16.71 66,159 0.68 66,186 4.12 66,896 0.56 66,923 3.42 66,900 9.87
2016_03 82,869 16.46 82,163 0.67 82,192 4.10 82,869 0.56 82,898 3.45 82,872 9.96
2016_04 72,395 17.32 71,800 0.71 71,833 4.08 72,395 0.59 72,429 3.42 72,423 9.80
2017_01 73,729 17.90 73,070 0.72 73,107 4.06 73,729 0.60 73,767 3.40 73,759 9.85
2017_02 64,592 17.62 64,034 0.71 64,053 4.10 64,592 0.60 64,611 3.43 64,597 9.92
2017_03 76,141 17.18 75,467 0.71 75,499 4.16 76,141 0.59 76,173 3.47 76,155 10.07
2017_04 69,509 18.20 68,960 0.75 68,998 4.15 69,508 0.62 69,547 3.44 69,417 9.99
2018_01 72,110 18.22 71,318 0.75 71,351 4.13 72,110 0.62 72,143 3.43 71,946 10.12
2018_02 62,239 17.52 61,601 0.72 61,629 4.17 62,239 0.60 62,269 3.46 62,044 10.30
2018_03 78,443 17.34 77,787 0.72 77,802 4.20 78,442 0.60 78,457 3.49 78,171 10.39
2018_04 63,883 18.41 63,347 0.77 63,380 4.17 63,883 0.63 63,916 3.44 63,819 10.29
2019_01 55,095 19.74 54,578 0.80 54,610 4.07 55,095 0.65 55,128 3.33 55,100 10.20
2019_02 33,055 20.26 32,687 0.80 32,700 3.95 33,054 0.65 33,067 3.22 33,048 10.20
2019_03 18,722 20.64 18,558 0.80 18,570 3.88 18,722 0.65 18,734 3.17 18,730 10.28
Ukupno 4,874,530 16.17 4,698,045 0.66 4,701,555 4.12 4,783,862 0.55 4,787,509 3.43 4,784,965 9.86

cattle - sim - td - 1902



Opisna statistika svojstava mliječnosti po županiji

  dnevna kol. mlijeka dnevna kol. masti dnevni sadržaj masti dnevna kol. bjelan. dnevni sadržaj bjelan. log br.som.stanica
N Mean N Mean N Mean N Mean N Mean N Mean
Zagreb 703,317 16.01 676,926 0.66 677,333 4.12 691,537 0.54 691,961 3.43 691,310 9.80
Kr-zag 148,477 15.90 142,744 0.64 142,948 4.06 144,900 0.54 145,114 3.40 145,245 9.53
Sisac 242,506 15.96 231,790 0.65 231,866 4.06 239,074 0.54 239,154 3.42 239,219 9.90
Karlov 141,514 16.67 137,369 0.66 137,479 4.01 139,681 0.56 139,795 3.38 139,613 9.73
Varaz 122,972 15.69 119,362 0.65 119,461 4.19 121,573 0.53 121,676 3.44 121,472 9.73
Ko-krz 1,043,422 15.65 1,015,426 0.65 1,016,229 4.21 1,029,460 0.53 1,030,291 3.42 1,029,707 9.78
Bj-bil 1,023,220 16.09 986,996 0.66 987,351 4.15 1,001,466 0.54 1,001,838 3.43 1,001,520 10.03
Licka 28,768 13.73 27,310 0.55 27,317 4.04 28,367 0.46 28,375 3.41 28,344 10.03
Vi-pod 171,236 15.56 165,522 0.64 165,719 4.12 167,155 0.53 167,360 3.43 167,326 9.78
Pozes 182,811 16.86 174,042 0.67 174,114 3.98 177,280 0.57 177,355 3.44 177,233 9.58
Br-pos 220,667 15.24 214,369 0.61 214,447 4.03 216,772 0.52 216,852 3.43 216,838 9.96
Osjec 341,732 17.46 324,359 0.70 324,620 4.02 332,408 0.60 332,673 3.46 332,336 9.97
Vu-sri 284,034 17.76 268,194 0.71 268,841 4.00 277,032 0.61 277,705 3.45 277,595 9.86
Zadar 9,002 15.61 8,825 0.62 8,843 4.01 8,938 0.52 8,956 3.39 8,959 9.90
Istra 12,448 20.21 12,003 0.80 12,038 4.00 12,184 0.71 12,224 3.55 12,236 9.32
Međim 198,404 16.94 192,808 0.70 192,949 4.18 196,035 0.58 196,180 3.45 196,012 9.90
Ukupno 4,874,530 16.17 4,698,045 0.66 4,701,555 4.12 4,783,862 0.55 4,787,509 3.43 4,784,965 9.86

cattle - sim - td - 1902



The SGPlot Procedure



The SGPlot Procedure



The SGPlot Procedure



The SGPlot Procedure



Utjecaj stada
Distribucija veličine stada

Distribucija veličine stada
n_herd_anim Frequency Percent Cumulative
Frequency
Cumulative
Percent
1 13 0.09 13 0.09
2 68 0.48 81 0.58
3 1114 7.94 1195 8.52
4 1015 7.24 2210 15.76
5-10 4893 34.89 7103 50.65
11-20 3595 25.63 10698 76.28
21-30 1444 10.30 12142 86.58
31-40 758 5.41 12900 91.99
41-50 401 2.86 13301 94.84
51-100 575 4.10 13876 98.94
101-150 83 0.59 13959 99.54
151-200 24 0.17 13983 99.71
201-250 14 0.10 13997 99.81
> 250 27 0.19 14024 100.00

cattle - sim - td - 1902



The SGPlot Procedure