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
 
 
 
 
 
 
 
 
4049025
4049025
4049025
4049025
4049025
4049025
4049025
4049025
4049025
4049025
4049025
4006828
3911455
3870364
3974622
3932464
3862919
3972921
4049025
4049025
4049025
4049025
4049025
4049025
4049025
4049025
4006828
3870364
3911455
3932464
3974622
3862919
3972921
4049025
4049025
4049025
4049025
4049025
4049025
4049025
4049025
2.314
17742.077
19126.081
19303.701
2008.059
45.377
2011.843
6.784
2012.361
6.416
15.289
23.465
4.087
0.948
3.392
0.786
22.437
10.052
177.620
-294563.074
11.256
1.475
2.304
2.542
2011.940
-0.000
23.465
0.948
4.087
0.786
3.392
22.437
10.052
552.276
2.304
9.739
33.301
3701.400
15641.570
240230.090
170458.489
1.472
1653.689
1547.957
1546.857
4.527
21.397
4.244
3.522
4.246
3.474
8.303
9.035
0.903
0.404
0.440
0.289
9.627
2.086
105.167
2279295.237
5.299
0.499
1.434
1.151
4.239
1.997
9.035
0.404
0.903
0.289
0.440
9.627
2.086
799.819
1.434
4.124
16.924
1617.156
8669.336
138914.498
70984.727
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
-8.357
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
21562.000
22171.000
22176.000
2019.000
180.000
2020.000
12.000
2020.000
12.000
31.000
50.000
7.000
3.470
7.000
2.636
70.000
17.670
400.000
213399.000
20.000
2.000
7.000
4.000
2020.000
10.643
50.000
3.470
7.000
2.636
7.000
70.000
17.670
3570.000
7.000
16.000
65.000
6046.000
33285.000
480098.000
304078.000

cattle - hol - td - 2001



Analiza nepročišćenih ulaznih podataka

region Frequency Cumulative
Frequency
  91743 91743
1 401000 492743
2 53397 546140
3 145281 691421
4 164208 855629
5 124555 980184
6 409427 1389611
7 586823 1976434
8 14774 1991208
9 24344 2015552
10 100089 2115641
11 56449 2172090
12 131689 2303779
13 107759 2411538
14 1777394 4188932
15 11317 4200249
16 687377 4887626
17 15738 4903364
18 68334 4971698
19 358 4972056
20 240730 5212786
22 7236 5220022

parity Frequency Cumulative
Frequency
1 1978777 1978777
2 1380040 3358817
3 871177 4229994
4 496294 4726288
5 259663 4985951
6 129276 5115227
7 59670 5174897
8 26882 5201779
9 11096 5212875
10 4217 5217092
11 1814 5218906
12 680 5219586
13 183 5219769
14 55 5219824
15 23 5219847
17 14 5219861
18 23 5219884
20 14 5219898
21 2 5219900
22 10 5219910
24 3 5219913
25 15 5219928
31 13 5219941
32 6 5219947
34 7 5219954
40 2 5219956
41 10 5219966
42 7 5219973
44 5 5219978
56 8 5219986
61 7 5219993
65 14 5220007
81 3 5220010
91 9 5220019
97 2 5220021
99 1 5220022

type Frequency Cumulative
Frequency
  2861967 2861967
A2 1049939 3911906
A3 10649 3922555
A4 144 3922699
B1 239234 4161933
B2 919142 5081075
B3 114252 5195327
B4 24 5195351
B5 24669 5220020
B6 2 5220022

cattle - hol - td - 2001



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 282,511 21.28 265,141 0.86 266,637 4.10 271,657 0.71 273,251 3.39 273,218 10.02
2009 307,412 22.03 288,851 0.88 290,062 4.08 295,881 0.74 297,179 3.41 297,214 10.01
2010 257,332 22.18 242,817 0.90 244,127 4.11 247,781 0.74 249,159 3.40 249,081 10.13
2011 285,920 22.79 272,065 0.91 273,717 4.06 277,081 0.76 278,801 3.39 278,758 10.06
2012 313,204 22.54 300,062 0.90 301,896 4.06 304,885 0.75 306,776 3.37 306,718 10.06
2013 292,876 23.12 286,085 0.93 288,778 4.08 291,146 0.77 293,937 3.37 293,983 10.08
2014 278,479 23.88 276,236 0.95 279,372 4.03 278,475 0.79 281,658 3.36 281,627 9.97
2015 275,848 24.62 273,957 0.98 277,815 4.02 275,840 0.82 279,747 3.37 279,731 9.98
2016 260,831 25.17 258,537 1.02 262,789 4.10 260,819 0.84 265,118 3.40 265,102 9.95
2017 244,154 26.19 241,504 1.05 246,702 4.05 244,147 0.88 249,391 3.40 249,331 9.98
2018 233,233 26.22 230,520 1.08 234,940 4.14 233,229 0.89 237,700 3.45 237,427 10.18
2019 214,787 26.79 212,551 1.11 217,452 4.17 214,777 0.91 219,784 3.43 219,733 10.37
2020 132,594 27.04 131,414 1.10 134,024 4.11 132,588 0.92 135,251 3.43 135,225 10.24
Ukupno 4,006,828 23.47 3,870,364 0.95 3,911,455 4.09 3,932,464 0.79 3,974,622 3.39 3,972,921 10.05

cattle - hol - td - 2001



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 1,517,830 22.51 1,464,691 0.90 1,467,939 4.07 1,486,601 0.75 1,489,979 3.38 1,489,343 9.62
2 1,085,540 24.54 1,048,580 1.00 1,063,535 4.11 1,065,668 0.83 1,081,006 3.43 1,080,363 9.99
3 678,264 24.51 655,561 1.00 668,470 4.11 666,770 0.82 680,001 3.39 679,834 10.34
4 371,995 23.75 359,583 0.96 365,877 4.09 365,760 0.79 372,200 3.37 372,087 10.62
5 191,802 22.76 185,456 0.92 188,034 4.07 188,620 0.75 191,251 3.36 191,179 10.83
6 92,034 21.73 89,254 0.87 90,067 4.04 90,675 0.71 91,508 3.34 91,455 10.97
7 69,363 20.07 67,239 0.80 67,533 4.01 68,370 0.66 68,677 3.31 68,660 11.14
Ukupno 4,006,828 23.47 3,870,364 0.95 3,911,455 4.09 3,932,464 0.79 3,974,622 3.39 3,972,921 10.05

cattle - hol - td - 2001



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 75,843 21.15 71,921 0.85 72,153 4.08 73,334 0.72 73,582 3.44 73,590 10.10
2008_04 81,819 22.39 76,909 0.89 77,356 4.05 78,810 0.76 79,279 3.42 79,299 9.91
2009_01 82,486 22.49 77,163 0.90 77,552 4.07 79,244 0.75 79,663 3.41 79,679 9.97
2009_02 64,950 21.65 60,828 0.87 60,994 4.09 62,378 0.72 62,560 3.40 62,548 10.08
2009_03 76,796 21.81 71,995 0.88 72,211 4.11 73,461 0.73 73,689 3.40 73,671 10.16
2009_04 71,337 22.68 67,452 0.92 67,901 4.11 68,914 0.76 69,397 3.39 69,378 10.03
2010_01 64,813 22.97 61,186 0.93 61,645 4.10 62,707 0.76 63,187 3.37 63,165 10.11
2010_02 54,374 22.06 51,333 0.89 51,544 4.11 52,411 0.73 52,632 3.38 52,638 10.13
2010_03 67,574 21.49 64,250 0.87 64,480 4.07 65,205 0.72 65,447 3.41 65,466 10.19
2010_04 71,676 22.62 68,039 0.91 68,467 4.05 69,097 0.76 69,545 3.39 69,553 9.98
2011_01 72,037 22.99 68,534 0.92 69,013 4.07 69,745 0.77 70,242 3.39 70,222 10.07
2011_02 61,016 22.20 57,577 0.90 57,865 4.09 58,800 0.74 59,108 3.40 59,061 10.10
2011_03 89,233 22.72 85,168 0.91 85,594 4.06 86,468 0.76 86,902 3.40 86,826 10.13
2011_04 87,646 23.28 83,743 0.94 84,248 4.07 85,261 0.77 85,782 3.37 85,799 9.92
2012_01 82,250 22.62 78,509 0.90 79,153 4.05 80,023 0.75 80,698 3.36 80,696 10.08
2012_02 60,857 21.68 58,658 0.87 58,999 4.08 59,707 0.72 60,055 3.37 60,059 10.12
2012_03 78,111 21.98 75,950 0.88 76,229 4.06 76,999 0.74 77,286 3.39 77,292 10.18
2012_04 80,718 23.50 78,626 0.95 79,265 4.08 79,928 0.78 80,582 3.37 80,588 10.00
2013_01 79,395 23.64 77,383 0.95 78,310 4.07 78,941 0.78 79,898 3.35 79,908 10.04
2013_02 54,251 22.92 53,154 0.92 53,629 4.07 54,090 0.76 54,585 3.36 54,588 10.07
2013_03 72,257 23.23 71,368 0.93 71,916 4.03 72,240 0.78 72,807 3.38 72,811 10.13
2013_04 75,039 24.45 74,219 0.98 75,177 4.05 75,032 0.81 76,010 3.36 76,008 9.96
2014_01 76,502 24.50 75,805 0.98 76,775 4.05 76,500 0.81 77,483 3.35 77,471 9.86
2014_02 54,801 23.53 54,374 0.94 54,891 4.03 54,801 0.78 55,329 3.36 55,326 9.97
2014_03 74,204 23.74 73,708 0.94 74,289 3.99 74,202 0.79 74,792 3.38 74,790 10.07
2014_04 80,391 24.82 79,842 0.99 80,871 4.00 80,391 0.82 81,431 3.36 81,424 9.88
2015_01 72,758 24.85 72,113 0.99 73,400 4.04 72,754 0.82 74,059 3.36 74,053 9.95
2015_02 55,001 24.34 54,631 0.97 55,351 4.04 55,000 0.81 55,734 3.38 55,731 10.02
2015_03 65,857 24.60 65,519 0.98 66,097 4.06 65,854 0.82 66,437 3.39 66,432 10.06
2015_04 72,521 25.75 71,977 1.04 73,303 4.09 72,518 0.86 73,854 3.38 73,852 9.84
2016_01 71,218 25.75 70,470 1.04 72,057 4.11 71,216 0.86 72,821 3.38 72,813 9.93
2016_02 51,040 24.78 50,522 1.00 51,220 4.10 51,037 0.83 51,745 3.40 51,743 9.96
2016_03 67,001 25.21 66,417 1.01 67,148 4.06 67,000 0.85 67,739 3.41 67,736 10.07
2016_04 68,493 26.42 67,752 1.06 69,089 4.06 68,490 0.89 69,840 3.39 69,837 9.94
2017_01 63,873 26.62 63,110 1.06 64,977 4.05 63,873 0.89 65,756 3.39 65,734 9.93
2017_02 45,784 26.02 45,252 1.05 46,163 4.09 45,782 0.88 46,698 3.42 46,672 9.99
2017_03 63,395 26.00 62,717 1.05 63,672 4.10 63,390 0.89 64,352 3.44 64,316 10.06
2017_04 66,204 26.69 65,399 1.09 66,876 4.10 66,202 0.90 67,702 3.43 67,652 10.07
2018_01 62,197 26.56 61,440 1.09 63,035 4.15 62,197 0.90 63,809 3.43 63,742 10.15
2018_02 43,206 25.46 42,761 1.05 43,346 4.17 43,204 0.86 43,793 3.45 43,751 10.31
2018_03 60,784 26.22 60,283 1.08 61,104 4.15 60,784 0.89 61,612 3.44 61,539 10.41
2018_04 59,666 27.36 59,054 1.13 60,607 4.17 59,663 0.93 61,242 3.42 61,204 10.25
2019_01 56,188 27.24 55,463 1.12 57,320 4.16 56,183 0.91 58,089 3.41 58,078 10.36
2019_02 35,667 26.63 35,262 1.09 35,923 4.13 35,665 0.90 36,338 3.43 36,334 10.37
2019_03 59,541 27.24 58,968 1.11 59,980 4.10 59,541 0.91 60,564 3.39 60,550 10.36
2019_04 49,643 27.87 49,171 1.15 50,533 4.13 49,642 0.94 51,043 3.41 51,037 10.18
2020_01 34,686 29.29 34,245 1.19 35,219 4.07 34,682 0.97 35,676 3.33 35,666 10.10
2020_02 15,119 30.69 14,967 1.19 15,604 3.88 15,118 0.98 15,770 3.20 15,768 10.02
Ukupno 4,006,828 23.47 3,870,364 0.95 3,911,455 4.09 3,932,464 0.79 3,974,622 3.39 3,972,921 10.05

cattle - hol - td - 2001



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 307,815 23.16 301,110 0.95 304,550 4.13 304,678 0.78 308,163 3.39 307,976 10.22
Kr-zag 35,219 20.82 33,976 0.84 34,053 4.09 34,325 0.70 34,404 3.39 34,439 9.98
Sisac 107,463 19.23 103,102 0.78 103,202 4.09 105,607 0.64 105,714 3.38 105,745 10.25
Karlov 112,669 22.54 108,489 0.85 109,757 3.85 110,045 0.74 111,350 3.31 111,290 10.32
Varaz 87,475 19.43 84,997 0.80 85,147 4.17 86,204 0.64 86,355 3.32 86,171 10.27
Ko-krz 309,704 20.07 301,739 0.84 302,195 4.22 305,166 0.67 305,636 3.39 305,616 10.24
Bj-bil 453,042 21.18 439,601 0.89 440,526 4.21 445,301 0.71 446,253 3.41 446,121 10.29
Licka 16,259 19.29 15,858 0.76 15,864 4.01 16,008 0.63 16,014 3.33 16,017 10.15
Vi-pod 72,941 19.56 70,257 0.81 70,393 4.15 71,046 0.65 71,189 3.36 71,184 10.06
Pozes 36,180 19.68 34,641 0.79 34,664 4.04 35,087 0.66 35,111 3.38 35,070 10.11
Br-pos 88,289 19.14 85,673 0.76 85,853 4.02 86,726 0.64 86,909 3.40 86,927 10.30
Osjec 1,464,340 26.09 1,413,513 1.05 1,439,409 4.05 1,439,584 0.88 1,466,161 3.41 1,464,923 9.90
Vu-sri 556,814 24.20 534,766 0.98 541,570 4.09 543,365 0.81 550,352 3.39 550,353 9.98
Zadar 127,982 23.45 119,798 0.86 120,194 3.78 123,343 0.77 123,761 3.34 124,077 9.68
Istra 55,363 26.31 53,520 0.97 54,392 3.75 54,087 0.87 54,982 3.37 54,932 9.64
Međim 175,273 21.45 169,324 0.89 169,686 4.20 171,892 0.72 172,268 3.40 172,080 10.20
Ukupno 4,006,828 23.47 3,870,364 0.95 3,911,455 4.09 3,932,464 0.79 3,974,622 3.39 3,972,921 10.05

cattle - hol - td - 2001



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 40 0.66 48 0.79
3 912 15.08 960 15.88
4 626 10.35 1586 26.23
5-10 1974 32.65 3560 58.88
11-20 1158 19.15 4718 78.04
21-30 453 7.49 5171 85.53
31-40 243 4.02 5414 89.55
41-50 138 2.28 5552 91.83
51-100 261 4.32 5813 96.15
101-150 72 1.19 5885 97.34
151-200 39 0.65 5924 97.98
201-250 21 0.35 5945 98.33
> 250 101 1.67 6046 100.00

cattle - hol - td - 2001



The SGPlot Procedure