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
 
 
 
 
 
 
 
 
4603742
4603742
4603742
4603742
4603742
4603742
4603742
4603742
4603742
4603742
4603742
4600209
4429845
4426457
4513064
4509542
4207838
4511445
4603742
4603742
4603742
4603742
4603742
4603742
4603742
4603742
4600209
4426457
4429845
4509542
4513064
4207838
4511445
4603742
4603742
4603742
4603742
4603742
4603742
4603742
4603742
3.175
16915.914
18631.259
18799.835
2005.814
56.241
2010.507
6.575
2010.978
6.440
15.688
16.064
4.113
0.656
3.427
0.544
18.742
9.823
168.576
-696025.534
7.509
1.368
3.105
2.506
2010.596
0.002
16.064
0.656
4.113
0.544
3.427
18.742
9.823
94.635
3.105
6.896
28.890
7435.601
42976.783
311899.910
181012.186
2.055
1634.508
1447.579
1447.749
4.480
27.820
3.974
3.448
3.978
3.496
8.601
5.935
0.850
0.270
0.454
0.196
10.938
2.084
99.394
3291243.239
4.950
0.482
1.883
1.113
3.973
1.738
5.935
0.270
0.850
0.196
0.454
10.938
2.084
346.386
1.883
3.980
15.855
3590.259
23267.614
178352.459
79275.404
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
-8.989
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
20865.000
21450.000
21457.000
2017.000
180.000
2018.000
12.000
2018.000
12.000
31.000
50.000
7.000
3.274
7.000
2.672
70.000
17.118
400.000
200038.000
20.000
2.000
7.000
4.000
2018.000
10.011
50.000
3.274
7.000
2.672
7.000
70.000
17.118
2421.000
7.000
16.000
59.000
13848.000
84904.000
618945.000
305416.000

cattle - sim - td - 1802



Analiza nepročišćenih ulaznih podataka

region Frequency Cumulative
Frequency
  177739 177739
0 8 177747
1 799070 976817
2 174034 1150851
3 281330 1432181
4 188274 1620455
5 151674 1772129
6 1105823 2877952
7 1101177 3979129
8 5242 3984371
9 37823 4022194
10 205862 4228056
11 222248 4450304
12 276218 4726522
13 919 4727441
14 403838 5131279
15 2259 5133538
16 344266 5477804
17 5626 5483430
18 16126 5499556
19 403 5499959
20 225903 5725862
22 27098 5752960

parity Frequency Cumulative
Frequency
0 1 1
1 1455696 1455697
2 1204654 2660351
3 968731 3629082
4 728621 4357703
5 518736 4876439
6 353049 5229488
7 228457 5457945
8 139771 5597716
9 78883 5676599
10 41972 5718571
11 20194 5738765
12 8614 5747379
13 3473 5750852
14 1310 5752162
15 490 5752652
16 106 5752758
17 31 5752789
18 11 5752800
20 14 5752814
21 9 5752823
22 6 5752829
23 9 5752838
28 13 5752851
30 14 5752865
31 17 5752882
33 6 5752888
40 10 5752898
43 2 5752900
50 8 5752908
51 8 5752916
53 9 5752925
55 9 5752934
61 1 5752935
66 6 5752941
71 8 5752949
80 2 5752951
81 6 5752957
91 3 5752960

type Frequency Cumulative
Frequency
  3703674 3703674
A2 1355630 5059304
A3 3224 5062528
A4 267 5062795
A6 2 5062797
B1 1579 5064376
B2 683695 5748071
B3 4889 5752960

cattle - sim - td - 1802



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 297,627 16.61 283,300 0.68 283,534 4.09 289,398 0.56 289,646 3.42 289,562 9.84
2012 335,355 16.57 316,262 0.68 316,573 4.10 323,258 0.56 323,589 3.39 323,570 9.78
2013 311,280 16.12 303,139 0.66 303,528 4.12 309,483 0.54 309,885 3.41 309,898 9.78
2014 309,252 15.78 306,404 0.64 306,595 4.09 309,251 0.53 309,445 3.40 309,411 9.82
2015 309,834 16.02 306,979 0.65 307,086 4.06 309,832 0.54 309,943 3.40 309,933 9.89
2016 303,945 16.67 301,112 0.68 301,245 4.11 303,942 0.56 304,077 3.41 303,977 9.86
2017 292,336 17.40 289,836 0.71 289,978 4.08 292,336 0.59 292,481 3.43 292,468 9.89
2018 211,435 17.89 209,730 0.73 209,810 4.10 211,434 0.60 211,514 3.40 211,426 10.08
Ukupno 4,600,209 16.06 4,426,457 0.66 4,429,845 4.11 4,509,542 0.54 4,513,064 3.43 4,511,445 9.82

cattle - sim - td - 1802



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 1,145,964 15.47 1,103,185 0.64 1,103,921 4.15 1,121,227 0.52 1,121,995 3.41 1,121,451 9.34
2 991,322 16.37 954,028 0.68 954,805 4.16 971,101 0.56 971,904 3.47 971,599 9.63
3 801,504 16.79 771,176 0.69 771,867 4.13 785,869 0.57 786,597 3.44 786,344 9.87
4 590,825 16.58 568,529 0.68 568,988 4.10 579,826 0.56 580,302 3.42 580,124 10.07
5 415,938 16.20 400,368 0.65 400,669 4.06 408,471 0.54 408,785 3.41 408,623 10.23
6 277,058 15.72 266,367 0.63 266,548 4.03 272,024 0.53 272,207 3.40 272,116 10.35
7 377,598 14.80 362,804 0.59 363,047 3.97 371,024 0.49 371,274 3.37 371,188 10.50
Ukupno 4,600,209 16.06 4,426,457 0.66 4,429,845 4.11 4,509,542 0.54 4,513,064 3.43 4,511,445 9.82

cattle - sim - td - 1802



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 76,759 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 90,920 16.28 85,834 0.67 85,882 4.13 87,597 0.55 87,650 3.43 87,623 9.92
2011_04 82,312 16.78 77,521 0.69 77,613 4.11 79,211 0.56 79,312 3.39 79,369 9.69
2012_01 82,712 17.17 78,006 0.69 78,083 4.08 79,859 0.57 79,939 3.36 79,949 9.72
2012_02 81,799 16.30 77,984 0.66 78,057 4.13 79,879 0.55 79,955 3.41 79,942 9.81
2012_03 86,544 15.79 83,528 0.65 83,613 4.14 85,166 0.53 85,253 3.42 85,256 9.88
2012_04 76,239 16.54 74,030 0.68 74,181 4.13 75,471 0.56 75,629 3.39 75,619 9.72
2013_01 78,807 16.74 76,631 0.68 76,733 4.09 78,333 0.56 78,438 3.37 78,441 9.72
2013_02 69,297 15.79 67,567 0.64 67,610 4.11 69,057 0.53 69,101 3.40 69,102 9.80
2013_03 86,927 15.39 85,592 0.63 85,629 4.13 86,920 0.53 86,959 3.45 86,954 9.86
2013_04 76,156 16.22 75,354 0.66 75,401 4.10 76,155 0.55 76,202 3.40 76,197 9.73
2014_01 73,369 16.36 72,698 0.66 72,764 4.07 73,369 0.54 73,438 3.38 73,426 9.80
2014_02 71,439 15.66 70,750 0.63 70,777 4.07 71,438 0.52 71,465 3.40 71,460 9.86
2014_03 86,175 15.27 85,443 0.62 85,477 4.05 86,175 0.52 86,210 3.41 86,204 9.92
2014_04 77,836 15.88 77,156 0.64 77,187 4.03 77,836 0.53 77,867 3.38 77,864 9.79
2015_01 77,456 16.44 76,665 0.66 76,698 4.04 77,455 0.55 77,490 3.36 77,487 9.83
2015_02 74,448 16.12 73,725 0.65 73,757 4.08 74,448 0.54 74,481 3.40 74,475 9.94
2015_03 80,074 15.97 79,388 0.65 79,416 4.11 80,074 0.54 80,102 3.43 80,098 9.98
2015_04 75,267 16.77 74,629 0.69 74,659 4.11 75,266 0.57 75,297 3.40 75,281 9.77
2016_01 78,315 17.21 77,600 0.70 77,635 4.07 78,313 0.57 78,349 3.37 78,325 9.81
2016_02 67,582 16.70 66,839 0.68 66,866 4.12 67,582 0.56 67,609 3.42 67,586 9.86
2016_03 83,570 16.46 82,854 0.67 82,885 4.10 83,570 0.56 83,601 3.45 83,575 9.96
2016_04 73,109 17.31 72,518 0.71 72,551 4.08 73,109 0.59 73,143 3.42 73,137 9.80
2017_01 74,597 17.89 73,927 0.72 73,964 4.06 74,597 0.60 74,635 3.40 74,627 9.85
2017_02 65,303 17.61 64,738 0.71 64,758 4.10 65,303 0.60 65,323 3.43 65,308 9.93
2017_03 77,019 17.18 76,335 0.71 76,367 4.16 77,019 0.59 77,051 3.47 77,032 10.07
2017_04 66,611 18.50 66,111 0.76 66,149 4.13 66,610 0.63 66,649 3.41 66,620 9.94
2018_01 55,390 19.44 54,891 0.78 54,918 4.00 55,390 0.64 55,417 3.28 55,399 9.96
2018_02 30,183 20.02 29,935 0.77 29,947 3.85 30,183 0.63 30,195 3.15 30,186 10.03
2018_03 16,139 20.54 15,992 0.79 15,994 3.84 16,139 0.64 16,141 3.11 16,139 10.13
Ukupno 4,600,209 16.06 4,426,457 0.66 4,429,845 4.11 4,509,542 0.54 4,513,064 3.43 4,511,445 9.82

cattle - sim - td - 1802



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 662,927 15.88 636,984 0.65 637,365 4.12 651,145 0.54 651,543 3.43 650,994 9.77
Kr-zag 140,513 15.74 134,840 0.64 135,047 4.06 136,936 0.53 137,152 3.39 137,309 9.49
Sisac 231,546 15.87 221,021 0.64 221,093 4.06 228,114 0.54 228,190 3.42 228,257 9.87
Karlov 132,713 16.57 128,636 0.66 128,745 4.00 130,880 0.55 130,993 3.37 130,888 9.70
Varaz 118,952 15.63 115,367 0.65 115,466 4.18 117,553 0.53 117,656 3.43 117,499 9.71
Ko-krz 980,883 15.49 953,474 0.65 954,259 4.20 966,921 0.52 967,734 3.42 967,476 9.75
Bj-bil 957,891 15.96 922,214 0.66 922,538 4.15 936,139 0.54 936,481 3.42 936,465 10.00
Licka 27,079 13.64 25,650 0.55 25,656 4.04 26,678 0.46 26,684 3.41 26,653 10.04
Vi-pod 167,396 15.48 161,711 0.63 161,908 4.11 163,315 0.52 163,520 3.43 163,485 9.74
Pozes 178,504 16.79 169,804 0.66 169,877 3.98 172,973 0.57 173,049 3.44 172,926 9.55
Br-pos 211,923 15.17 205,711 0.61 205,787 4.02 208,028 0.51 208,106 3.42 208,109 9.93
Osjec 312,473 17.46 295,399 0.70 295,644 4.01 303,149 0.60 303,398 3.46 303,088 9.93
Vu-sri 278,689 17.71 262,954 0.70 263,600 4.00 271,687 0.60 272,359 3.45 272,239 9.84
Zadar 7,803 15.56 7,634 0.61 7,651 3.99 7,739 0.52 7,756 3.39 7,759 9.90
Istra 12,075 20.38 11,618 0.81 11,653 4.02 11,811 0.72 11,851 3.55 11,863 9.31
Međim 178,842 16.83 173,440 0.70 173,556 4.18 176,474 0.57 176,592 3.44 176,435 9.88
Ukupno 4,600,209 16.06 4,426,457 0.66 4,429,845 4.11 4,509,542 0.54 4,513,064 3.43 4,511,445 9.82

cattle - sim - td - 1802



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 66 0.48 79 0.57
3 1096 7.91 1175 8.48
4 994 7.18 2169 15.66
5-10 4884 35.27 7053 50.93
11-20 3549 25.63 10602 76.56
21-30 1447 10.45 12049 87.01
31-40 739 5.34 12788 92.35
41-50 376 2.72 13164 95.06
51-100 553 3.99 13717 99.05
101-150 73 0.53 13790 99.58
151-200 19 0.14 13809 99.72
201-250 17 0.12 13826 99.84
> 250 22 0.16 13848 100.00

cattle - sim - td - 1802



The SGPlot Procedure