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
 
 
 
 
 
 
 
 
5258450
5258450
5258450
5258450
5258450
5258450
5258450
5258450
5258450
5258450
5258450
5254574
5078105
5074381
5167767
5163902
4842763
5165141
5258450
5258450
5258450
5258450
5258450
5258450
5258450
5258450
5254574
5074381
5078105
5163902
5167767
4842763
5165141
5258450
5258450
5258450
5258450
5258450
5258450
5258450
5258450
3.183
17305.640
19028.011
19197.203
2006.880
56.471
2011.593
6.572
2012.067
6.433
15.690
16.354
4.127
0.671
3.437
0.556
18.608
9.891
169.192
-594976.158
7.527
1.446
3.112
2.507
2011.680
0.002
16.354
0.671
4.127
0.556
3.437
18.608
9.891
194.370
3.112
6.909
33.228
7862.858
46983.298
353566.823
201474.317
2.065
1874.309
1715.650
1716.383
5.135
28.041
4.707
3.450
4.713
3.517
8.596
6.064
0.852
0.277
0.454
0.202
10.793
2.093
99.873
3091320.940
4.986
0.497
1.891
1.114
4.702
1.744
6.064
0.277
0.852
0.202
0.454
10.793
2.093
619.061
1.891
4.006
18.776
3811.688
25144.008
201433.464
86388.894
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
-8.954
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
21871.000
22428.000
22433.000
2019.000
180.000
2021.000
12.000
2021.000
12.000
31.000
50.000
7.000
3.274
7.000
2.672
70.000
17.118
400.000
217965.000
20.000
2.000
7.000
4.000
2021.000
10.046
50.000
3.274
7.000
2.672
7.000
70.000
17.118
3747.000
7.000
16.000
69.000
14271.000
92862.000
700134.000
337689.000

cattle - sim - td - 2102


Analiza nepročišćenih ulaznih podataka

region Frequency Cumulative
Frequency
  177739 177739
0 8 177747
1 919112 1096859
2 199175 1296034
3 317615 1613649
4 215370 1829019
5 162775 1991794
6 1283999 3275793
7 1283903 4559696
8 6813 4566509
9 45634 4612143
10 222062 4834205
11 232438 5066643
12 305424 5372067
13 1626 5373693
14 500575 5874268
15 3388 5877656
16 361096 6238752
17 9058 6247810
18 18607 6266417
19 759 6267176
20 277358 6544534
22 32697 6577231

parity Frequency Cumulative
Frequency
0 1 1
1 1669043 1669044
2 1371556 3040600
3 1099144 4139744
4 829646 4969390
5 596816 5566206
6 408098 5974304
7 263833 6238137
8 161509 6399646
9 90566 6490212
10 47907 6538119
11 22874 6560993
12 9831 6570824
13 4061 6574885
14 1484 6576369
15 536 6576905
16 124 6577029
17 31 6577060
18 11 6577071
20 14 6577085
21 9 6577094
22 6 6577100
23 9 6577109
28 13 6577122
30 14 6577136
31 17 6577153
33 6 6577159
40 10 6577169
43 2 6577171
50 8 6577179
51 8 6577187
53 9 6577196
55 9 6577205
61 1 6577206
66 6 6577212
71 8 6577220
80 2 6577222
81 6 6577228
91 3 6577231

type Frequency Cumulative
Frequency
  3703664 3703664
A2 1932762 5636426
A3 7656 5644082
A4 267 5644349
A6 2 5644351
B1 2877 5647228
B2 917520 6564748
B3 5736 6570484
B4 5 6570489
B5 6742 6577231

cattle - sim - td - 2102


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 83,797 14.14 80,284 0.57 80,370 4.10 82,151 0.48 82,239 3.42 81,690 9.87
2005 275,473 14.45 262,840 0.60 263,002 4.16 268,673 0.49 268,844 3.46 269,078 9.75
2006 362,493 14.90 343,536 0.61 343,828 4.15 351,477 0.50 351,781 3.44 351,478 9.82
2007 385,759 15.42 363,702 0.64 364,057 4.18 373,407 0.53 373,780 3.46 372,914 9.75
2008 423,699 15.58 400,141 0.64 400,487 4.11 410,414 0.53 410,772 3.44 410,848 9.75
2009 411,878 16.36 391,013 0.66 391,358 4.10 400,468 0.56 400,825 3.46 400,863 9.79
2010 286,088 16.60 268,220 0.68 268,436 4.12 274,059 0.56 274,285 3.44 274,370 9.86
2011 297,645 16.61 283,318 0.68 283,552 4.09 289,416 0.56 289,664 3.42 289,580 9.84
2012 335,408 16.57 316,315 0.68 316,626 4.10 323,311 0.56 323,642 3.39 323,623 9.78
2013 309,611 16.13 301,512 0.66 301,899 4.12 307,814 0.54 308,214 3.41 308,227 9.78
2014 306,164 15.79 303,374 0.64 303,566 4.09 306,163 0.53 306,358 3.40 306,324 9.82
2015 305,184 16.04 302,389 0.65 302,493 4.06 305,182 0.54 305,290 3.40 305,279 9.88
2016 298,006 16.70 295,251 0.68 295,378 4.11 298,003 0.56 298,132 3.41 298,037 9.86
2017 285,461 17.43 283,036 0.71 283,178 4.09 285,461 0.59 285,606 3.43 285,594 9.89
2018 275,918 17.77 273,375 0.73 273,484 4.15 275,917 0.61 276,030 3.46 275,184 10.15
2019 265,326 18.07 262,800 0.75 262,928 4.19 265,323 0.62 265,454 3.47 265,289 10.35
2020 231,701 18.34 229,437 0.76 229,567 4.19 231,701 0.63 231,831 3.50 231,781 10.35
2021 114,963 19.24 113,838 0.81 113,896 4.25 114,962 0.67 115,020 3.49 114,982 10.25
Ukupno 5,254,574 16.35 5,074,381 0.67 5,078,105 4.13 5,163,902 0.56 5,167,767 3.44 5,165,141 9.89

cattle - sim - td - 2102


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 1,314,702 15.80 1,270,448 0.65 1,271,216 4.16 1,289,960 0.54 1,290,760 3.42 1,289,975 9.40
2 1,125,306 16.69 1,086,702 0.69 1,087,567 4.17 1,105,088 0.57 1,105,981 3.48 1,105,459 9.69
3 906,398 17.06 874,926 0.70 875,706 4.14 890,761 0.58 891,581 3.45 891,136 9.93
4 670,770 16.85 647,654 0.69 648,164 4.11 659,771 0.57 660,298 3.43 659,992 10.13
5 478,273 16.48 462,069 0.67 462,399 4.08 470,806 0.56 471,150 3.42 470,895 10.29
6 320,985 16.00 309,848 0.64 310,051 4.05 315,951 0.54 316,156 3.41 316,010 10.42
7 438,140 15.06 422,734 0.60 423,002 3.99 431,565 0.50 431,841 3.38 431,674 10.58
Ukupno 5,254,574 16.35 5,074,381 0.67 5,078,105 4.13 5,163,902 0.56 5,167,767 3.44 5,165,141 9.89

cattle - sim - td - 2102


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 60,668 14.20 58,506 0.59 58,541 4.17 59,842 0.49 59,879 3.47 59,778 9.63
2005_01 68,424 14.71 65,284 0.61 65,327 4.16 66,790 0.50 66,834 3.46 66,847 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 83,954 14.65 79,520 0.61 79,577 4.17 81,204 0.50 81,265 3.45 81,378 9.75
2006_01 91,259 15.28 86,316 0.63 86,414 4.12 88,450 0.51 88,552 3.41 88,537 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 96,967 15.89 91,314 0.65 91,409 4.15 93,894 0.54 93,992 3.44 93,792 9.70
2007_02 90,909 15.37 85,451 0.64 85,562 4.22 87,866 0.52 87,981 3.48 87,787 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_04 105,498 15.47 99,723 0.65 99,810 4.16 102,292 0.53 102,381 3.43 102,310 9.65
2008_01 108,857 16.11 102,373 0.66 102,446 4.08 105,234 0.54 105,307 3.40 105,275 9.71
2008_02 96,567 15.73 90,395 0.63 90,471 4.07 92,806 0.53 92,889 3.44 92,910 9.79
2008_03 109,951 15.47 104,284 0.63 104,380 4.09 106,578 0.53 106,676 3.49 106,734 9.85
2008_04 100,579 16.20 95,377 0.66 95,478 4.08 97,656 0.56 97,760 3.46 97,812 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 93,146 16.57 88,386 0.67 88,437 4.09 90,578 0.56 90,632 3.45 90,634 9.82
2009_03 100,326 16.42 95,502 0.67 95,558 4.11 97,559 0.56 97,618 3.45 97,629 9.86
2009_04 80,801 17.15 76,238 0.71 76,297 4.12 78,186 0.58 78,250 3.41 78,268 9.73
2010_01 72,808 17.47 68,295 0.71 68,361 4.09 69,990 0.58 70,058 3.38 70,102 9.81
2010_02 61,787 16.65 57,827 0.67 57,875 4.07 59,025 0.56 59,076 3.42 59,102 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 64,798 16.46 61,150 0.67 61,212 4.07 62,265 0.56 62,331 3.43 62,289 9.74
2011_01 76,758 16.71 72,728 0.68 72,813 4.09 74,301 0.56 74,390 3.43 74,356 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 90,931 16.28 85,845 0.67 85,893 4.13 87,608 0.55 87,661 3.43 87,634 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 82,711 17.17 78,006 0.69 78,083 4.08 79,858 0.57 79,938 3.36 79,948 9.72
2012_02 81,709 16.30 77,903 0.66 77,976 4.12 79,789 0.55 79,865 3.41 79,852 9.81
2012_03 86,362 15.80 83,356 0.65 83,441 4.14 84,983 0.53 85,070 3.42 85,073 9.88
2012_04 75,989 16.54 73,781 0.68 73,931 4.13 75,221 0.56 75,378 3.39 75,368 9.72
2013_01 78,347 16.75 76,178 0.68 76,279 4.09 77,874 0.56 77,978 3.37 77,981 9.72
2013_02 68,891 15.80 67,171 0.64 67,214 4.11 68,651 0.53 68,695 3.40 68,696 9.80
2013_03 86,242 15.41 84,919 0.63 84,957 4.13 86,235 0.53 86,275 3.45 86,270 9.87
2013_04 75,308 16.23 74,530 0.66 74,575 4.10 75,307 0.55 75,352 3.40 75,347 9.73
2014_01 72,700 16.38 72,038 0.66 72,105 4.07 72,700 0.55 72,770 3.38 72,758 9.80
2014_02 70,709 15.67 70,029 0.63 70,057 4.07 70,708 0.53 70,736 3.40 70,731 9.86
2014_03 85,233 15.28 84,500 0.62 84,534 4.05 85,233 0.52 85,268 3.41 85,262 9.92
2014_04 76,612 15.90 75,951 0.64 75,981 4.03 76,612 0.53 76,642 3.39 76,639 9.79
2015_01 76,252 16.47 75,499 0.66 75,531 4.04 76,251 0.55 76,285 3.36 76,282 9.83
2015_02 73,188 16.15 72,473 0.65 72,504 4.09 73,188 0.54 73,220 3.40 73,213 9.94
2015_03 78,821 16.00 78,148 0.65 78,174 4.11 78,821 0.55 78,847 3.43 78,843 9.98
2015_04 73,903 16.79 73,285 0.69 73,313 4.11 73,902 0.57 73,931 3.40 73,915 9.78
2016_01 76,697 17.24 76,006 0.70 76,040 4.08 76,695 0.57 76,730 3.37 76,708 9.82
2016_02 66,134 16.73 65,408 0.68 65,434 4.12 66,134 0.56 66,160 3.42 66,138 9.87
2016_03 81,764 16.49 81,063 0.67 81,093 4.10 81,764 0.57 81,794 3.45 81,770 9.96
2016_04 71,661 17.34 71,083 0.71 71,115 4.08 71,661 0.59 71,694 3.42 71,688 9.80
2017_01 72,620 17.93 71,973 0.72 72,011 4.06 72,620 0.60 72,659 3.40 72,651 9.85
2017_02 63,900 17.63 63,349 0.71 63,368 4.11 63,900 0.60 63,919 3.44 63,905 9.93
2017_03 75,139 17.20 74,480 0.71 74,513 4.16 75,139 0.59 75,172 3.47 75,153 10.07
2017_04 68,487 18.23 67,955 0.76 67,992 4.15 68,486 0.62 68,524 3.44 68,397 9.99
2018_01 71,226 18.25 70,450 0.75 70,483 4.13 71,226 0.62 71,259 3.43 71,063 10.13
2018_02 61,356 17.53 60,727 0.72 60,754 4.17 61,356 0.60 61,386 3.46 61,166 10.30
2018_03 77,003 17.36 76,357 0.72 76,372 4.20 77,002 0.60 77,017 3.49 76,737 10.39
2018_04 63,411 18.16 62,867 0.76 62,902 4.19 63,411 0.62 63,447 3.47 63,352 10.31
2019_01 66,805 18.77 66,135 0.78 66,171 4.17 66,805 0.64 66,842 3.43 66,810 10.31
2019_02 57,571 18.21 56,916 0.75 56,940 4.18 57,570 0.62 57,594 3.45 57,567 10.32
2019_03 62,659 17.88 62,122 0.74 62,155 4.17 62,658 0.62 62,692 3.49 62,680 10.40
2019_04 58,182 18.34 57,643 0.77 57,670 4.20 58,182 0.63 58,210 3.49 58,200 10.33
2020_01 61,131 18.54 60,476 0.77 60,512 4.20 61,131 0.64 61,167 3.50 61,151 10.34
2020_02 61,337 19.00 60,696 0.79 60,738 4.18 61,337 0.65 61,379 3.45 61,366 10.30
2020_03 64,033 18.60 63,425 0.77 63,442 4.20 64,033 0.64 64,050 3.49 64,032 10.35
2020_04 43,199 20.38 42,834 0.85 42,868 4.18 43,199 0.69 43,233 3.42 43,217 10.12
2021_01 29,363 22.43 29,006 0.92 29,035 4.08 29,362 0.73 29,391 3.27 29,384 10.00
Ukupno 5,254,574 16.35 5,074,381 0.67 5,078,105 4.13 5,163,902 0.56 5,167,767 3.44 5,165,141 9.89

cattle - sim - td - 2102


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 763,182 16.21 736,245 0.67 736,681 4.13 751,402 0.55 751,855 3.44 751,178 9.83
Kr-zag 158,835 16.13 153,053 0.66 153,261 4.08 155,258 0.55 155,476 3.40 155,607 9.57
Sisac 258,576 16.11 247,586 0.65 247,679 4.06 255,144 0.54 255,243 3.43 255,307 9.93
Karlov 152,239 16.81 147,971 0.67 148,083 4.03 150,406 0.56 150,522 3.39 150,348 9.78
Varaz 126,621 15.75 122,968 0.65 123,067 4.19 125,220 0.53 125,323 3.44 125,121 9.77
Ko-krz 1,127,416 15.91 1,098,860 0.67 1,099,704 4.22 1,113,454 0.54 1,114,326 3.43 1,113,756 9.82
Bj-bil 1,108,469 16.26 1,071,447 0.67 1,071,856 4.16 1,086,715 0.55 1,087,141 3.43 1,086,792 10.06
Licka 32,051 13.90 30,538 0.56 30,547 4.04 31,650 0.47 31,661 3.42 31,630 10.02
Vi-pod 179,514 15.72 173,655 0.64 173,860 4.13 175,433 0.53 175,647 3.44 175,613 9.84
Pozes 185,504 16.99 176,665 0.68 176,744 4.00 179,971 0.58 180,053 3.45 179,924 9.61
Br-pos 234,961 15.38 228,513 0.62 228,594 4.03 231,067 0.52 231,150 3.43 231,132 10.00
Osjec 390,433 17.56 372,600 0.70 372,871 4.03 381,109 0.60 381,384 3.47 381,016 10.01
Vu-sri 290,390 17.86 274,361 0.71 275,018 4.01 283,387 0.61 284,070 3.46 283,961 9.88
Zadar 11,070 15.98 10,873 0.63 10,892 3.99 11,006 0.54 11,025 3.40 11,027 9.86
Istra 13,667 19.97 13,217 0.79 13,252 3.99 13,403 0.70 13,443 3.55 13,455 9.33
Međim 221,646 17.07 215,829 0.71 215,996 4.19 219,277 0.58 219,448 3.45 219,274 9.92
Ukupno 5,254,574 16.35 5,074,381 0.67 5,078,105 4.13 5,163,902 0.56 5,167,767 3.44 5,165,141 9.89

cattle - sim - td - 2102


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 0.57
3 1152 8.07 1233 8.64
4 1023 7.17 2256 15.81
5-10 4928 34.53 7184 50.34
11-20 3631 25.44 10815 75.78
21-30 1494 10.47 12309 86.25
31-40 763 5.35 13072 91.60
41-50 415 2.91 13487 94.51
51-100 618 4.33 14105 98.84
101-150 95 0.67 14200 99.50
151-200 23 0.16 14223 99.66
201-250 14 0.10 14237 99.76
> 250 34 0.24 14271 100.00

cattle - sim - td - 2102


The SGPlot Procedure