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
 
 
 
 
 
 
 
 
4203166
4203166
4203166
4203166
4203166
4203166
4203166
4203166
4203166
4203166
4203166
4156882
4063739
4018658
4128739
4082495
4015955
4127012
4203166
4203166
4203166
4203166
4203166
4203166
4203166
4203166
4156882
4018658
4063739
4082495
4128739
4015955
4127012
4203166
4203166
4203166
4203166
4203166
4203166
4203166
4203166
2.313
17853.992
19236.490
19413.867
2008.365
45.328
2012.145
6.789
2012.664
6.399
15.265
23.629
4.092
0.956
3.398
0.793
22.444
10.054
177.377
-280254.276
11.224
1.494
2.303
2.543
2012.243
-0.001
23.629
0.956
4.092
0.793
3.398
22.444
10.054
605.406
2.303
9.708
34.514
3716.365
15785.489
249288.695
175224.976
1.471
1726.179
1621.914
1620.349
4.725
21.384
4.445
3.523
4.450
3.494
8.299
9.088
0.905
0.408
0.440
0.292
9.578
2.088
105.137
2238362.626
5.336
0.500
1.433
1.152
4.442
1.993
9.088
0.408
0.905
0.292
0.440
9.578
2.088
902.810
1.433
4.161
17.741
1632.152
8729.317
144023.594
73037.902
1.000
11138.000
16071.000
16081.000
1990.000
18.000
2004.000
1.000
2004.000
1.000
1.000
3.000
1.500
0.049
1.500
0.062
1.000
3.000
5.000
-21261968.00
1.000
1.000
1.000
1.000
2004.000
-8.323
3.000
0.049
1.500
0.062
1.500
1.000
3.000
3.000
1.000
1.000
1.000
1.000
1.000
1.000
12.000
10.000
21826.000
22427.000
22433.000
2019.000
180.000
2021.000
12.000
2021.000
12.000
31.000
50.000
7.000
3.470
7.000
2.636
70.000
17.670
400.000
218106.000
20.000
2.000
7.000
4.000
2021.000
10.677
50.000
3.470
7.000
2.636
7.000
70.000
17.670
4165.000
7.000
16.000
68.000
6062.000
33616.000
497855.000
312224.000

cattle - hol - td - 2102



Analiza nepročišćenih ulaznih podataka

region Frequency Cumulative
Frequency
  91743 91743
1 442151 533894
2 54139 588033
3 146390 734423
4 168660 903083
5 125244 1028327
6 420491 1448818
7 603099 2051917
8 14884 2066801
9 25260 2092061
10 101348 2193409
11 56685 2250094
12 133809 2383903
13 109222 2493125
14 1841533 4334658
15 12153 4346811
16 713942 5060753
17 16518 5077271
18 71300 5148571
19 365 5148936
20 248203 5397139
22 7556 5404695

parity Frequency Cumulative
Frequency
1 2045750 2045750
2 1430163 3475913
3 903658 4379571
4 513952 4893523
5 268763 5162286
6 133834 5296120
7 61791 5357911
8 27876 5385787
9 11500 5397287
10 4368 5401655
11 1893 5403548
12 703 5404251
13 191 5404442
14 55 5404497
15 23 5404520
17 14 5404534
18 23 5404557
20 14 5404571
21 2 5404573
22 10 5404583
24 3 5404586
25 15 5404601
31 13 5404614
32 6 5404620
34 7 5404627
40 2 5404629
41 10 5404639
42 7 5404646
44 5 5404651
56 8 5404659
61 7 5404666
65 14 5404680
81 3 5404683
91 9 5404692
97 2 5404694
99 1 5404695

type Frequency Cumulative
Frequency
  2861967 2861967
A2 1104343 3966310
A3 12269 3978579
A4 144 3978723
B1 279460 4258183
B2 984599 5242782
B3 129080 5371862
B4 24 5371886
B5 32807 5404693
B6 2 5404695

cattle - hol - 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 27,209 20.72 24,975 0.82 25,067 4.07 25,470 0.67 25,571 3.29 25,782 10.24
2005 137,061 20.91 128,309 0.84 128,626 4.10 130,641 0.69 130,975 3.36 130,133 9.98
2006 213,430 21.23 202,425 0.84 203,163 4.06 207,193 0.70 207,985 3.36 208,284 9.97
2007 249,947 21.46 234,915 0.87 236,288 4.15 240,854 0.72 242,339 3.41 241,574 9.95
2008 282,517 21.28 265,147 0.86 266,643 4.10 271,663 0.71 273,257 3.39 273,224 10.02
2009 307,663 22.03 289,090 0.88 290,300 4.08 296,120 0.74 297,417 3.41 297,449 10.01
2010 257,512 22.19 242,997 0.90 244,311 4.11 247,962 0.74 249,344 3.40 249,266 10.13
2011 286,070 22.80 272,212 0.91 273,880 4.06 277,227 0.76 278,963 3.39 278,920 10.06
2012 313,302 22.54 300,152 0.90 301,975 4.06 304,984 0.75 306,864 3.37 306,806 10.06
2013 292,979 23.12 286,180 0.93 288,896 4.08 291,246 0.77 294,062 3.37 294,109 10.08
2014 278,212 23.89 275,978 0.95 279,110 4.03 278,208 0.79 281,387 3.36 281,355 9.97
2015 275,592 24.62 273,707 0.98 277,565 4.02 275,584 0.82 279,491 3.37 279,475 9.98
2016 260,484 25.18 258,197 1.02 262,448 4.10 260,472 0.84 264,770 3.40 264,754 9.95
2017 243,819 26.19 241,181 1.05 246,378 4.05 243,812 0.88 249,055 3.40 248,995 9.98
2018 232,758 26.23 230,049 1.08 234,470 4.14 232,754 0.89 237,226 3.45 236,954 10.17
2019 214,403 26.80 212,168 1.11 217,067 4.17 214,393 0.91 219,398 3.43 219,348 10.37
2020 189,469 27.08 187,647 1.11 191,408 4.14 189,460 0.93 193,304 3.47 193,264 10.24
2021 94,455 28.36 93,329 1.19 96,144 4.22 94,452 0.99 97,331 3.54 97,320 10.04
Ukupno 4,156,882 23.63 4,018,658 0.96 4,063,739 4.09 4,082,495 0.79 4,128,739 3.40 4,127,012 10.05

cattle - hol - 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 1,574,353 22.64 1,520,651 0.91 1,524,023 4.07 1,543,110 0.76 1,546,614 3.39 1,545,969 9.62
2 1,127,647 24.73 1,090,152 1.00 1,106,623 4.11 1,107,771 0.84 1,124,651 3.43 1,124,002 9.99
3 704,193 24.69 681,132 1.01 695,386 4.12 692,697 0.83 707,309 3.40 707,138 10.35
4 385,395 23.92 372,809 0.97 379,762 4.10 379,158 0.80 386,277 3.38 386,161 10.63
5 198,460 22.93 192,034 0.93 194,853 4.07 195,277 0.76 198,157 3.36 198,083 10.84
6 95,242 21.86 92,432 0.88 93,323 4.05 93,883 0.72 94,798 3.34 94,744 10.99
7 71,592 20.20 69,448 0.81 69,769 4.01 70,599 0.66 70,933 3.32 70,915 11.15
Ukupno 4,156,882 23.63 4,018,658 0.96 4,063,739 4.09 4,082,495 0.79 4,128,739 3.40 4,127,012 10.05

cattle - hol - 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_02 12,201 17.47 11,296 0.71 11,312 4.23 11,454 0.59 11,470 3.49 11,638 10.47
2004_03 21,953 19.09 20,969 0.78 21,029 4.15 21,309 0.64 21,377 3.41 21,210 10.32
2004_04 29,047 20.65 27,468 0.83 27,538 4.10 27,904 0.69 27,975 3.37 27,630 9.97
2005_01 50,563 20.44 47,412 0.83 47,549 4.16 48,214 0.68 48,354 3.42 48,187 10.00
2005_02 35,242 20.07 33,034 0.80 33,093 4.12 33,562 0.67 33,629 3.42 33,604 10.14
2005_03 45,453 19.87 42,680 0.77 42,794 4.02 43,523 0.67 43,644 3.41 43,621 10.06
2005_04 52,393 21.37 49,506 0.84 49,693 4.03 50,707 0.71 50,905 3.37 50,924 9.83
2006_01 56,986 21.66 53,859 0.87 54,110 4.08 55,096 0.72 55,359 3.36 55,382 9.97
2006_02 46,784 20.63 44,250 0.84 44,368 4.14 45,278 0.69 45,405 3.40 45,422 10.04
2006_03 62,605 20.51 59,483 0.83 59,605 4.13 60,623 0.69 60,760 3.41 60,721 10.07
2006_04 68,628 21.67 64,253 0.87 64,580 4.12 65,863 0.73 66,224 3.40 66,243 9.86
2007_01 62,446 21.86 58,603 0.88 59,139 4.13 60,185 0.73 60,782 3.39 60,647 9.92
2007_02 52,613 20.69 49,587 0.85 49,869 4.19 50,753 0.69 51,047 3.42 50,922 10.01
2007_03 76,179 20.61 72,067 0.85 72,342 4.19 73,694 0.70 73,983 3.44 73,834 10.04
2007_04 74,664 21.80 69,908 0.89 70,322 4.13 71,852 0.73 72,290 3.38 72,105 9.95
2008_01 73,188 21.75 68,416 0.87 68,983 4.09 70,364 0.72 70,965 3.37 70,944 10.01
2008_02 55,665 20.66 52,386 0.83 52,578 4.11 53,599 0.69 53,809 3.40 53,791 10.12
2008_03 75,845 21.15 71,922 0.85 72,154 4.08 73,334 0.72 73,582 3.44 73,590 10.10
2008_04 81,816 22.38 76,905 0.89 77,351 4.05 78,803 0.75 79,271 3.42 79,290 9.91
2009_01 82,675 22.50 77,343 0.90 77,732 4.07 79,428 0.75 79,847 3.41 79,861 9.97
2009_02 64,983 21.64 60,863 0.87 61,029 4.09 62,412 0.72 62,594 3.40 62,582 10.07
2009_03 76,814 21.81 72,010 0.88 72,226 4.11 73,477 0.73 73,705 3.40 73,687 10.16
2009_04 71,356 22.68 67,470 0.92 67,920 4.11 68,933 0.76 69,417 3.39 69,398 10.03
2010_01 64,986 22.98 61,356 0.93 61,817 4.09 62,875 0.76 63,357 3.37 63,335 10.11
2010_02 54,432 22.07 51,394 0.89 51,606 4.11 52,473 0.73 52,695 3.38 52,701 10.13
2010_03 67,494 21.48 64,174 0.87 64,403 4.07 65,128 0.72 65,369 3.41 65,388 10.19
2010_04 71,643 22.62 68,003 0.91 68,436 4.05 69,066 0.76 69,519 3.39 69,527 9.97
2011_01 72,193 23.02 68,685 0.93 69,170 4.07 69,895 0.77 70,398 3.39 70,378 10.07
2011_02 61,096 22.20 57,656 0.90 57,951 4.09 58,879 0.74 59,194 3.40 59,147 10.10
2011_03 89,243 22.71 85,180 0.91 85,609 4.06 86,479 0.76 86,916 3.40 86,840 10.13
2011_04 87,576 23.26 83,674 0.94 84,166 4.07 85,190 0.77 85,698 3.37 85,715 9.92
2012_01 82,287 22.62 78,542 0.90 79,190 4.05 80,058 0.75 80,737 3.36 80,735 10.08
2012_02 60,920 21.70 58,719 0.87 59,051 4.08 59,770 0.72 60,109 3.37 60,113 10.11
2012_03 78,237 21.98 76,071 0.88 76,350 4.06 77,126 0.74 77,413 3.39 77,419 10.19
2012_04 80,679 23.49 78,591 0.95 79,234 4.08 79,889 0.78 80,547 3.37 80,553 10.01
2013_01 79,424 23.65 77,407 0.95 78,345 4.07 78,969 0.78 79,937 3.35 79,947 10.05
2013_02 54,224 22.90 53,130 0.92 53,605 4.07 54,064 0.76 54,559 3.36 54,562 10.07
2013_03 72,307 23.24 71,412 0.93 71,969 4.03 72,289 0.78 72,867 3.38 72,871 10.13
2013_04 74,881 24.45 74,068 0.98 75,027 4.05 74,874 0.81 75,853 3.36 75,851 9.96
2014_01 76,488 24.50 75,790 0.98 76,757 4.05 76,486 0.81 77,466 3.35 77,454 9.86
2014_02 54,768 23.52 54,342 0.94 54,857 4.03 54,768 0.78 55,294 3.36 55,291 9.97
2014_03 74,141 23.75 73,646 0.94 74,228 3.99 74,139 0.79 74,730 3.38 74,728 10.07
2014_04 80,341 24.83 79,793 0.99 80,824 4.00 80,341 0.82 81,383 3.36 81,376 9.88
2015_01 72,687 24.86 72,044 0.99 73,331 4.04 72,683 0.82 73,988 3.36 73,982 9.95
2015_02 54,862 24.35 54,493 0.97 55,212 4.04 54,861 0.81 55,594 3.38 55,591 10.02
2015_03 65,800 24.60 65,464 0.98 66,042 4.06 65,797 0.82 66,380 3.39 66,375 10.06
2015_04 72,425 25.76 71,885 1.04 73,210 4.09 72,422 0.86 73,757 3.38 73,755 9.84
2016_01 71,161 25.75 70,413 1.04 72,000 4.11 71,159 0.86 72,764 3.38 72,756 9.93
2016_02 50,957 24.79 50,439 1.00 51,137 4.10 50,954 0.83 51,662 3.40 51,660 9.96
2016_03 66,904 25.22 66,327 1.02 67,057 4.06 66,903 0.85 67,641 3.41 67,638 10.07
2016_04 68,343 26.43 67,602 1.06 68,939 4.06 68,340 0.89 69,690 3.39 69,687 9.94
2017_01 63,784 26.62 63,023 1.06 64,890 4.05 63,784 0.89 65,667 3.39 65,645 9.93
2017_02 45,736 26.02 45,208 1.05 46,119 4.09 45,734 0.88 46,650 3.42 46,624 9.99
2017_03 63,323 26.01 62,648 1.06 63,604 4.10 63,318 0.89 64,281 3.44 64,245 10.06
2017_04 66,004 26.71 65,198 1.09 66,675 4.10 66,002 0.91 67,502 3.43 67,452 10.07
2018_01 62,129 26.56 61,374 1.09 62,969 4.15 62,129 0.90 63,741 3.43 63,675 10.15
2018_02 43,084 25.48 42,640 1.05 43,224 4.17 43,082 0.87 43,670 3.45 43,628 10.31
2018_03 60,713 26.23 60,213 1.08 61,034 4.15 60,713 0.89 61,541 3.44 61,468 10.41
2018_04 59,496 27.38 58,887 1.14 60,439 4.17 59,493 0.93 61,071 3.42 61,034 10.24
2019_01 56,123 27.23 55,397 1.12 57,253 4.16 56,118 0.91 58,023 3.41 58,012 10.37
2019_02 35,639 26.63 35,233 1.09 35,894 4.13 35,637 0.90 36,310 3.43 36,306 10.38
2019_03 49,976 26.55 49,571 1.09 50,292 4.13 49,976 0.90 50,701 3.44 50,694 10.39
2019_04 54,262 27.12 53,751 1.12 55,118 4.16 54,261 0.93 55,666 3.46 55,657 10.23
2020_01 50,486 26.94 49,904 1.12 50,903 4.19 50,482 0.93 51,503 3.49 51,484 10.24
2020_02 41,173 27.58 40,689 1.13 41,847 4.15 41,172 0.95 42,361 3.47 42,357 10.15
2020_03 50,807 28.22 50,291 1.16 51,076 4.14 50,804 0.98 51,602 3.50 51,589 10.23
2020_04 39,770 30.46 39,305 1.25 40,573 4.13 39,768 1.05 41,067 3.45 41,065 9.94
2021_01 23,779 32.32 23,336 1.32 24,990 4.09 23,778 1.08 25,472 3.33 25,469 9.73
Ukupno 4,156,882 23.63 4,018,658 0.96 4,063,739 4.09 4,082,495 0.79 4,128,739 3.40 4,127,012 10.05

cattle - hol - 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 341,599 23.67 334,513 0.97 339,075 4.14 338,458 0.80 343,085 3.40 342,897 10.22
Kr-zag 35,556 20.79 34,310 0.84 34,386 4.09 34,662 0.70 34,740 3.39 34,775 9.99
Sisac 107,879 19.23 103,527 0.78 103,629 4.09 106,023 0.64 106,132 3.38 106,163 10.25
Karlov 115,872 22.81 111,689 0.85 113,158 3.84 113,248 0.75 114,754 3.32 114,696 10.32
Varaz 87,711 19.48 85,230 0.80 85,392 4.17 86,440 0.64 86,603 3.32 86,418 10.27
Ko-krz 317,816 20.21 309,786 0.84 310,306 4.22 313,278 0.68 313,813 3.39 313,800 10.24
Bj-bil 465,154 21.30 451,525 0.89 452,539 4.21 457,413 0.72 458,458 3.41 458,322 10.30
Licka 16,714 19.40 16,311 0.77 16,317 4.02 16,463 0.64 16,469 3.33 16,472 10.14
Vi-pod 73,571 19.61 70,874 0.81 71,020 4.16 71,676 0.65 71,829 3.36 71,824 10.07
Pozes 36,035 19.70 34,493 0.79 34,516 4.04 34,942 0.66 34,966 3.38 34,924 10.11
Br-pos 89,976 19.26 87,344 0.76 87,583 4.02 88,413 0.65 88,656 3.40 88,667 10.31
Osjec 1,520,444 26.18 1,468,848 1.05 1,495,949 4.06 1,495,671 0.88 1,523,499 3.42 1,522,244 9.90
Vu-sri 579,592 24.40 557,286 0.99 565,249 4.10 566,141 0.82 574,312 3.40 574,315 9.98
Zadar 130,411 23.47 122,204 0.87 122,621 3.78 125,772 0.77 126,211 3.34 126,526 9.68
Istra 57,850 26.36 55,996 0.97 56,905 3.75 56,574 0.88 57,505 3.37 57,455 9.63
Međim 180,702 21.51 174,722 0.90 175,094 4.20 177,321 0.72 177,707 3.40 177,514 10.21
Ukupno 4,156,882 23.63 4,018,658 0.96 4,063,739 4.09 4,082,495 0.79 4,128,739 3.40 4,127,012 10.05

cattle - hol - 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 8 0.13 8 0.13
2 41 0.68 49 0.81
3 914 15.08 963 15.89
4 620 10.23 1583 26.11
5-10 1986 32.76 3569 58.87
11-20 1159 19.12 4728 77.99
21-30 455 7.51 5183 85.50
31-40 238 3.93 5421 89.43
41-50 144 2.38 5565 91.80
51-100 262 4.32 5827 96.12
101-150 73 1.20 5900 97.33
151-200 37 0.61 5937 97.94
201-250 22 0.36 5959 98.30
> 250 103 1.70 6062 100.00

cattle - hol - td - 2102



The SGPlot Procedure