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
 
 
 
 
 
 
 
 
4449761
4449761
4449761
4449761
4449761
4449761
4449761
4449761
4449761
4449761
4449761
4397207
4307354
4256137
4375344
4322831
4261065
4373570
4449761
4449761
4449761
4449761
4449761
4449761
4449761
4449761
4397207
4256137
4307354
4322831
4375344
4261065
4373570
4449761
4449761
4449761
4449761
4449761
4449761
4449761
4449761
2.312
18035.576
19414.914
19592.337
2008.862
45.224
2012.634
6.791
2013.153
6.398
15.185
23.847
4.099
0.967
3.405
0.803
22.506
10.055
177.423
-258254.357
11.234
1.522
2.302
2.544
2012.730
-0.003
23.847
0.967
4.099
0.803
3.405
22.506
10.055
666.438
2.302
9.713
36.464
3765.337
15834.980
262185.550
181620.155
1.469
1844.309
1740.388
1738.920
5.048
21.365
4.769
3.525
4.774
3.482
8.302
9.145
0.908
0.413
0.440
0.296
9.525
2.088
105.038
2177423.355
5.350
0.500
1.431
1.152
4.764
1.990
9.145
0.413
0.908
0.296
0.440
9.525
2.088
1004.484
1.431
4.177
19.033
1648.323
8693.924
151483.138
75987.925
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
-8.252
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
22236.000
22827.000
22834.000
2020.000
180.000
2022.000
12.000
2022.000
12.000
31.000
50.000
7.000
3.465
7.000
2.636
70.000
17.670
400.000
223114.000
20.000
2.000
7.000
4.000
2022.000
10.748
50.000
3.465
7.000
2.636
7.000
70.000
17.670
4771.000
7.000
16.000
72.000
6064.000
33850.000
523568.000
323659.000

cattle - hol - td - 2202



Analiza nepročišćenih ulaznih podataka

region Frequency Cumulative
Frequency
  91743 91743
1 483843 575586
2 55284 630870
3 148319 779189
4 172545 951734
5 125474 1077208
6 438818 1516026
7 630010 2146036
8 23991 2170027
9 26463 2196490
10 105730 2302220
11 56512 2358732
12 141296 2500028
13 110085 2610113
14 1953838 4563951
15 12660 4576611
16 751937 5328548
17 17814 5346362
18 75228 5421590
19 365 5421955
20 261431 5683386
22 7697 5691083

parity Frequency Cumulative
Frequency
1 2152474 2152474
2 1508946 3661420
3 952954 4614374
4 540602 5154976
5 282209 5437185
6 140229 5577414
7 64615 5642029
8 29222 5671251
9 12069 5683320
10 4569 5687889
11 1987 5689876
12 754 5690630
13 200 5690830
14 55 5690885
15 23 5690908
17 14 5690922
18 23 5690945
20 14 5690959
21 2 5690961
22 10 5690971
24 3 5690974
25 15 5690989
31 13 5691002
32 6 5691008
34 7 5691015
40 2 5691017
41 10 5691027
42 7 5691034
44 5 5691039
56 8 5691047
61 7 5691054
65 14 5691068
81 3 5691071
91 9 5691080
97 2 5691082
99 1 5691083

type Frequency Cumulative
Frequency
  2861941 2861941
A2 1181966 4043907
A3 14475 4058382
A4 751 4059133
B1 354695 4413828
B2 1081679 5495507
B3 145116 5640623
B4 27 5640650
B5 50431 5691081
B6 2 5691083

cattle - hol - td - 2202



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 282,509 21.28 265,138 0.86 266,634 4.10 271,655 0.71 273,249 3.39 273,216 10.02
2009 307,572 22.03 289,007 0.88 290,219 4.08 296,040 0.74 297,339 3.41 297,373 10.01
2010 257,493 22.19 242,977 0.90 244,288 4.11 247,947 0.74 249,326 3.40 249,248 10.13
2011 286,115 22.80 272,262 0.91 273,931 4.06 277,277 0.76 279,014 3.39 278,971 10.06
2012 313,412 22.54 300,264 0.90 302,086 4.06 305,093 0.75 306,972 3.37 306,914 10.06
2013 293,167 23.12 286,362 0.93 289,069 4.08 291,437 0.77 294,244 3.37 294,291 10.08
2014 278,267 23.89 276,024 0.95 279,159 4.03 278,262 0.79 281,444 3.36 281,414 9.97
2015 275,507 24.62 273,622 0.98 277,480 4.02 275,499 0.82 279,406 3.37 279,390 9.98
2016 260,412 25.18 258,125 1.02 262,378 4.10 260,400 0.84 264,700 3.40 264,684 9.95
2017 243,793 26.19 241,153 1.05 246,351 4.05 243,786 0.88 249,030 3.40 248,971 9.98
2018 232,785 26.23 230,076 1.08 234,496 4.14 232,781 0.89 237,252 3.45 236,979 10.17
2019 214,393 26.79 212,162 1.11 217,061 4.17 214,383 0.91 219,388 3.43 219,339 10.37
2020 189,557 27.07 187,735 1.11 191,497 4.14 189,548 0.93 193,393 3.47 193,353 10.25
2021 217,312 27.56 214,805 1.15 219,820 4.19 217,303 0.96 222,422 3.53 222,399 10.10
2022 117,266 28.39 115,801 1.20 119,741 4.26 117,262 0.99 121,295 3.51 121,255 9.96
Ukupno 4,397,207 23.85 4,256,137 0.97 4,307,354 4.10 4,322,831 0.80 4,375,344 3.41 4,373,570 10.05

cattle - hol - td - 2202



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 1,666,297 22.84 1,611,660 0.92 1,615,182 4.08 1,635,060 0.77 1,638,718 3.40 1,638,061 9.61
2 1,194,402 24.98 1,156,035 1.02 1,174,813 4.12 1,174,530 0.85 1,193,769 3.44 1,193,109 9.99
3 744,869 24.92 721,300 1.02 737,630 4.12 733,378 0.84 750,108 3.40 749,926 10.35
4 406,991 24.16 394,123 0.98 402,058 4.10 400,752 0.81 408,871 3.38 408,751 10.64
5 209,258 23.14 202,681 0.94 205,945 4.08 206,075 0.77 209,409 3.37 209,331 10.85
6 100,228 22.02 97,368 0.89 98,382 4.05 98,868 0.73 99,912 3.34 99,854 11.00
7 75,162 20.32 72,970 0.81 73,344 4.01 74,168 0.67 74,557 3.32 74,538 11.16
Ukupno 4,397,207 23.85 4,256,137 0.97 4,307,354 4.10 4,322,831 0.80 4,375,344 3.41 4,373,570 10.05

cattle - hol - td - 2202



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 75,839 21.15 71,917 0.85 72,149 4.08 73,330 0.72 73,578 3.44 73,586 10.10
2008_04 81,769 22.38 76,860 0.89 77,307 4.05 78,760 0.75 79,229 3.42 79,249 9.91
2009_01 82,511 22.49 77,182 0.90 77,572 4.07 79,269 0.75 79,689 3.41 79,704 9.97
2009_02 65,107 21.65 60,983 0.87 61,149 4.09 62,535 0.72 62,717 3.40 62,705 10.07
2009_03 76,812 21.81 72,011 0.88 72,227 4.11 73,476 0.73 73,704 3.40 73,686 10.16
2009_04 71,375 22.68 67,487 0.92 67,937 4.11 68,952 0.76 69,436 3.39 69,417 10.03
2010_01 64,888 22.97 61,267 0.93 61,726 4.09 62,784 0.76 63,264 3.37 63,242 10.11
2010_02 54,516 22.08 51,477 0.89 51,688 4.11 52,556 0.73 52,777 3.38 52,783 10.13
2010_03 67,459 21.48 64,137 0.87 64,367 4.07 65,093 0.72 65,335 3.41 65,354 10.19
2010_04 71,753 22.62 68,112 0.91 68,542 4.05 69,176 0.76 69,626 3.39 69,634 9.97
2011_01 72,032 23.00 68,530 0.92 69,020 4.07 69,737 0.77 70,245 3.39 70,225 10.07
2011_02 61,159 22.22 57,716 0.90 58,014 4.09 58,939 0.74 59,257 3.40 59,210 10.10
2011_03 89,357 22.72 85,293 0.91 85,716 4.06 86,595 0.76 87,026 3.40 86,950 10.13
2011_04 87,615 23.27 83,714 0.94 84,202 4.07 85,231 0.77 85,735 3.37 85,752 9.92
2012_01 82,339 22.63 78,591 0.90 79,242 4.05 80,109 0.75 80,791 3.36 80,789 10.07
2012_02 60,893 21.69 58,691 0.87 59,026 4.08 59,743 0.72 60,085 3.37 60,089 10.11
2012_03 78,170 21.98 76,009 0.88 76,291 4.06 77,061 0.74 77,351 3.39 77,357 10.19
2012_04 80,754 23.49 78,664 0.95 79,303 4.08 79,963 0.78 80,617 3.37 80,623 10.01
2013_01 79,436 23.64 77,417 0.95 78,348 4.07 78,982 0.78 79,943 3.35 79,952 10.04
2013_02 54,327 22.91 53,231 0.92 53,708 4.07 54,167 0.76 54,664 3.36 54,668 10.08
2013_03 72,354 23.25 71,459 0.93 72,017 4.03 72,336 0.78 72,915 3.38 72,920 10.13
2013_04 74,912 24.44 74,092 0.98 75,046 4.05 74,905 0.81 75,879 3.36 75,877 9.96
2014_01 76,477 24.50 75,780 0.98 76,750 4.05 76,475 0.81 77,458 3.35 77,446 9.86
2014_02 54,784 23.53 54,356 0.94 54,871 4.03 54,784 0.78 55,310 3.36 55,307 9.97
2014_03 74,147 23.75 73,652 0.94 74,234 3.99 74,145 0.79 74,736 3.38 74,734 10.07
2014_04 80,301 24.83 79,753 0.99 80,783 4.00 80,300 0.82 81,341 3.36 81,335 9.88
2015_01 72,678 24.86 72,035 0.99 73,322 4.04 72,674 0.82 73,979 3.36 73,973 9.95
2015_02 54,854 24.35 54,487 0.97 55,206 4.04 54,853 0.81 55,586 3.38 55,583 10.02
2015_03 65,745 24.60 65,406 0.98 65,984 4.06 65,742 0.82 66,325 3.39 66,320 10.06
2015_04 72,459 25.75 71,916 1.04 73,242 4.09 72,456 0.86 73,792 3.38 73,790 9.84
2016_01 71,061 25.76 70,317 1.04 71,905 4.11 71,059 0.86 72,665 3.38 72,657 9.93
2016_02 50,974 24.79 50,456 1.00 51,154 4.10 50,971 0.83 51,679 3.40 51,677 9.96
2016_03 66,932 25.21 66,356 1.02 67,086 4.06 66,931 0.85 67,669 3.41 67,666 10.07
2016_04 68,306 26.43 67,565 1.06 68,902 4.06 68,303 0.89 69,653 3.39 69,650 9.94
2017_01 63,813 26.62 63,051 1.06 64,919 4.05 63,813 0.89 65,697 3.39 65,675 9.93
2017_02 45,719 26.02 45,190 1.05 46,101 4.09 45,717 0.88 46,633 3.42 46,608 9.99
2017_03 63,283 26.02 62,609 1.06 63,565 4.10 63,278 0.89 64,241 3.44 64,205 10.06
2017_04 66,027 26.71 65,220 1.09 66,697 4.10 66,025 0.91 67,525 3.43 67,475 10.07
2018_01 62,069 26.56 61,315 1.09 62,909 4.15 62,069 0.90 63,680 3.43 63,614 10.15
2018_02 43,101 25.47 42,655 1.05 43,240 4.17 43,099 0.87 43,688 3.45 43,646 10.31
2018_03 60,803 26.21 60,303 1.08 61,124 4.15 60,803 0.89 61,631 3.44 61,557 10.41
2018_04 59,490 27.37 58,879 1.14 60,431 4.17 59,487 0.93 61,065 3.42 61,028 10.24
2019_01 56,096 27.22 55,375 1.12 57,231 4.16 56,091 0.91 57,996 3.41 57,985 10.36
2019_02 35,596 26.65 35,192 1.09 35,853 4.13 35,594 0.90 36,267 3.43 36,263 10.38
2019_03 49,974 26.55 49,570 1.09 50,290 4.13 49,974 0.90 50,698 3.44 50,692 10.40
2019_04 54,347 27.12 53,835 1.12 55,202 4.16 54,346 0.93 55,751 3.46 55,742 10.23
2020_01 50,504 26.93 49,922 1.12 50,922 4.19 50,500 0.93 51,522 3.49 51,503 10.24
2020_02 36,099 26.91 35,785 1.10 36,497 4.14 36,098 0.93 36,825 3.51 36,821 10.23
2020_03 57,563 27.34 57,002 1.12 57,796 4.15 57,560 0.95 58,367 3.52 58,354 10.27
2020_04 59,849 27.89 59,220 1.15 60,537 4.16 59,847 0.97 61,196 3.52 61,189 10.10
2021_01 59,396 27.81 58,624 1.15 60,457 4.19 59,395 0.97 61,271 3.53 61,262 10.06
2021_02 50,690 27.79 49,981 1.15 51,457 4.20 50,687 0.95 52,193 3.47 52,185 9.99
2021_03 54,526 27.62 53,971 1.16 54,741 4.22 54,525 0.97 55,307 3.53 55,296 10.09
2021_04 48,385 30.27 47,698 1.28 49,481 4.22 48,380 1.04 50,208 3.45 50,200 9.86
2022_01 29,172 32.40 28,644 1.35 30,964 4.17 29,171 1.08 31,549 3.32 31,535 9.70
Ukupno 4,397,207 23.85 4,256,137 0.97 4,307,354 4.10 4,322,831 0.80 4,375,344 3.41 4,373,570 10.05

cattle - hol - td - 2202



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 376,661 24.04 369,173 0.99 374,583 4.14 373,517 0.81 379,009 3.41 378,818 10.21
Kr-zag 36,061 20.81 34,804 0.85 34,878 4.10 35,167 0.70 35,243 3.39 35,278 10.00
Sisac 109,159 19.28 104,813 0.78 104,922 4.09 107,303 0.64 107,419 3.38 107,450 10.25
Karlov 118,391 22.99 114,198 0.86 116,011 3.83 115,768 0.75 117,618 3.32 117,560 10.34
Varaz 87,474 19.58 84,994 0.81 85,158 4.17 86,203 0.64 86,368 3.33 86,183 10.26
Ko-krz 332,080 20.38 323,920 0.85 324,541 4.21 327,542 0.68 328,181 3.40 328,160 10.24
Bj-bil 487,285 21.50 473,288 0.90 474,459 4.21 479,547 0.73 480,757 3.41 480,619 10.31
Licka 17,558 19.37 17,154 0.77 17,160 4.02 17,307 0.64 17,313 3.34 17,316 10.16
Vi-pod 76,852 19.83 74,133 0.82 74,305 4.15 74,957 0.66 75,136 3.36 75,131 10.09
Pozes 35,672 19.72 34,126 0.79 34,149 4.05 34,579 0.66 34,603 3.39 34,561 10.12
Br-pos 95,685 19.49 93,016 0.77 93,317 4.00 94,122 0.66 94,427 3.41 94,436 10.33
Osjec 1,619,665 26.31 1,566,733 1.06 1,596,327 4.07 1,594,906 0.89 1,625,304 3.42 1,624,013 9.90
Vu-sri 612,896 24.76 590,271 1.01 600,062 4.11 599,441 0.83 609,463 3.41 609,472 9.96
Zadar 139,420 23.71 131,107 0.88 131,730 3.81 134,781 0.78 135,432 3.35 135,745 9.71
Istra 61,291 26.30 59,426 0.97 60,359 3.76 60,015 0.87 60,969 3.37 60,919 9.61
Međim 191,057 21.68 184,981 0.90 185,393 4.20 187,676 0.73 188,102 3.40 187,909 10.20
Ukupno 4,397,207 23.85 4,256,137 0.97 4,307,354 4.10 4,322,831 0.80 4,375,344 3.41 4,373,570 10.05

cattle - hol - td - 2202



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
3 923 15.22 972 16.03
4 605 9.98 1577 26.01
5-10 1988 32.78 3565 58.79
11-20 1162 19.16 4727 77.95
21-30 451 7.44 5178 85.39
31-40 242 3.99 5420 89.38
41-50 140 2.31 5560 91.69
51-100 259 4.27 5819 95.96
101-150 78 1.29 5897 97.25
151-200 35 0.58 5932 97.82
201-250 25 0.41 5957 98.24
> 250 107 1.76 6064 100.00

cattle - hol - td - 2202



The SGPlot Procedure