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
 
 
 
 
 
 
 
 
3717287
3717287
3717287
3717287
3717287
3717287
3717287
3717287
3717287
3717287
3717287
3682173
3582907
3548750
3642858
3607783
3532000
3641232
3717287
3717287
3717287
3717287
3717287
3717287
3717287
3717287
3682173
3548750
3582907
3607783
3642858
3532000
3641232
3717287
3717287
3717287
3717287
3717287
3717287
3717287
3717287
2.314
17508.407
18894.931
19072.228
2007.420
45.460
2011.211
6.775
2011.725
6.447
15.354
23.165
4.082
0.934
3.389
0.775
22.303
10.027
177.298
-333482.866
11.358
1.427
2.304
2.541
2011.309
0.002
23.165
0.934
4.082
0.775
3.389
22.303
10.027
479.555
2.304
9.830
30.777
3607.568
15353.258
221110.948
160579.595
1.473
1509.607
1401.020
1399.414
4.133
21.374
3.843
3.519
3.839
3.503
8.304
8.937
0.903
0.397
0.443
0.285
9.745
2.083
105.191
2374831.459
5.206
0.495
1.435
1.150
3.839
1.999
8.937
0.397
0.903
0.285
0.443
9.745
2.083
658.778
1.435
4.031
15.325
1546.030
8636.284
128016.293
66621.250
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
-8.440
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
15.000
10.000
20929.000
21576.000
21581.000
2017.000
180.000
2019.000
12.000
2019.000
12.000
31.000
50.000
7.000
3.470
7.000
2.636
70.000
17.670
400.000
201167.000
20.000
2.000
7.000
4.000
2018.000
10.560
50.000
3.470
7.000
2.636
7.000
70.000
17.670
3206.000
7.000
16.000
59.000
6001.000
32628.000
442243.000
286924.000

cattle - hol - td - 1901



Analiza nepročišćenih ulaznih podataka

region Frequency Cumulative
Frequency
  91743 91743
1 314335 406078
2 51294 457372
3 141409 598781
4 152333 751114
5 122002 873116
6 380142 1253258
7 548179 1801437
8 13809 1815246
9 22490 1837736
10 99133 1936869
11 55967 1992836
12 126346 2119182
13 106053 2225235
14 1635524 3860759
15 11216 3871975
16 630744 4502719
17 14175 4516894
18 62839 4579733
19 208 4579941
20 224751 4804692
22 6473 4811165

parity Frequency Cumulative
Frequency
1 1828088 1828088
2 1269940 3098028
3 802006 3900034
4 457179 4357213
5 239093 4596306
6 118742 4715048
7 54612 4769660
8 24835 4794495
9 10194 4804689
10 3835 4808524
11 1654 4810178
12 587 4810765
13 147 4810912
14 55 4810967
15 23 4810990
17 14 4811004
18 23 4811027
20 14 4811041
21 2 4811043
22 10 4811053
24 3 4811056
25 15 4811071
31 13 4811084
32 6 4811090
34 7 4811097
40 2 4811099
41 10 4811109
42 7 4811116
44 5 4811121
56 8 4811129
61 7 4811136
65 14 4811150
81 3 4811153
91 9 4811162
97 2 4811164
99 1 4811165

type Frequency Cumulative
Frequency
  2861967 2861967
A2 909413 3771380
A3 7720 3779100
A4 144 3779244
B1 130139 3909383
B2 784926 4694309
B3 101010 4795319
B4 24 4795343
B5 15820 4811163
B6 2 4811165

cattle - hol - td - 1901



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 137,054 20.91 128,302 0.84 128,619 4.10 130,634 0.69 130,968 3.36 130,126 9.98
2006 213,425 21.23 202,420 0.84 203,158 4.06 207,188 0.70 207,980 3.36 208,279 9.97
2007 249,939 21.46 234,907 0.87 236,280 4.15 240,846 0.72 242,331 3.41 241,566 9.95
2008 282,539 21.28 265,171 0.86 266,667 4.10 271,685 0.71 273,279 3.39 273,246 10.02
2009 308,127 22.04 289,543 0.88 290,753 4.08 296,583 0.74 297,880 3.41 297,915 10.01
2010 257,905 22.20 243,371 0.90 244,690 4.11 248,346 0.74 249,733 3.40 249,655 10.13
2011 286,599 22.82 272,716 0.92 274,402 4.06 277,745 0.76 279,499 3.39 279,456 10.06
2012 313,612 22.55 300,461 0.90 302,293 4.06 305,291 0.75 307,179 3.37 307,121 10.06
2013 293,490 23.12 286,677 0.93 289,393 4.08 291,756 0.77 294,570 3.37 294,617 10.08
2014 278,828 23.88 276,579 0.95 279,714 4.03 278,823 0.79 282,005 3.36 281,974 9.98
2015 276,063 24.62 274,167 0.98 278,027 4.02 276,055 0.82 279,964 3.37 279,949 9.98
2016 261,131 25.17 258,830 1.02 263,084 4.10 261,120 0.84 265,421 3.40 265,403 9.95
2017 244,305 26.19 241,659 1.05 246,857 4.05 244,298 0.88 249,542 3.40 249,482 9.98
2018 233,268 26.22 230,551 1.08 234,973 4.14 233,264 0.89 237,737 3.45 237,466 10.17
2019 18,679 27.04 18,421 1.17 18,930 4.36 18,679 0.94 19,199 3.52 19,195 10.16
Ukupno 3,682,173 23.17 3,548,750 0.93 3,582,907 4.08 3,607,783 0.77 3,642,858 3.39 3,641,232 10.03

cattle - hol - td - 1901



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 1,395,339 22.22 1,343,214 0.89 1,346,086 4.06 1,364,105 0.74 1,367,100 3.38 1,366,475 9.60
2 995,767 24.21 959,671 0.98 971,941 4.11 975,886 0.82 988,474 3.42 987,856 9.96
3 623,766 24.20 601,651 0.98 612,348 4.11 612,263 0.81 623,232 3.39 623,081 10.31
4 342,475 23.46 330,388 0.95 335,585 4.09 336,237 0.78 341,560 3.37 341,454 10.59
5 176,372 22.53 170,174 0.91 172,362 4.06 173,189 0.74 175,425 3.35 175,363 10.80
6 84,523 21.50 81,803 0.86 82,484 4.04 83,163 0.71 83,864 3.33 83,816 10.94
7 63,931 19.87 61,849 0.79 62,101 4.00 62,940 0.65 63,203 3.31 63,187 11.12
Ukupno 3,682,173 23.17 3,548,750 0.93 3,582,907 4.08 3,607,783 0.77 3,642,858 3.39 3,641,232 10.03

cattle - hol - td - 1901



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 50,553 20.44 47,402 0.83 47,539 4.16 48,204 0.68 48,344 3.42 48,177 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 68,618 21.67 64,243 0.87 64,570 4.12 65,853 0.73 66,214 3.40 66,233 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 75,853 21.15 71,929 0.85 72,161 4.08 73,341 0.72 73,589 3.44 73,597 10.10
2008_04 82,037 22.39 77,126 0.89 77,573 4.05 79,023 0.76 79,492 3.42 79,512 9.91
2009_01 82,768 22.50 77,431 0.90 77,820 4.07 79,522 0.75 79,941 3.41 79,957 9.97
2009_02 65,165 21.65 61,038 0.87 61,204 4.09 62,591 0.72 62,773 3.40 62,761 10.07
2009_03 76,809 21.81 72,009 0.88 72,224 4.11 73,476 0.73 73,703 3.40 73,685 10.16
2009_04 71,546 22.70 67,654 0.92 68,104 4.11 69,121 0.76 69,605 3.39 69,586 10.03
2010_01 65,050 23.00 61,414 0.93 61,881 4.09 62,937 0.76 63,425 3.37 63,403 10.11
2010_02 54,538 22.08 51,493 0.89 51,704 4.11 52,573 0.73 52,794 3.38 52,800 10.13
2010_03 67,598 21.50 64,274 0.87 64,504 4.07 65,231 0.72 65,473 3.41 65,492 10.19
2010_04 71,753 22.63 68,104 0.91 68,532 4.05 69,172 0.76 69,620 3.39 69,628 9.97
2011_01 72,318 23.03 68,809 0.93 69,308 4.07 70,018 0.77 70,535 3.39 70,515 10.07
2011_02 61,180 22.22 57,737 0.90 58,037 4.09 58,960 0.74 59,280 3.40 59,233 10.10
2011_03 89,486 22.75 85,420 0.91 85,849 4.06 86,721 0.76 87,158 3.40 87,082 10.13
2011_04 87,671 23.28 83,765 0.94 84,258 4.07 85,285 0.77 85,794 3.37 85,811 9.92
2012_01 82,277 22.62 78,529 0.90 79,178 4.05 80,048 0.75 80,727 3.36 80,725 10.08
2012_02 61,069 21.71 58,864 0.87 59,207 4.07 59,917 0.72 60,267 3.37 60,271 10.11
2012_03 78,252 21.98 76,091 0.88 76,369 4.06 77,139 0.74 77,425 3.39 77,431 10.19
2012_04 80,747 23.51 78,658 0.95 79,300 4.08 79,957 0.78 80,614 3.37 80,620 10.01
2013_01 79,624 23.65 77,599 0.95 78,539 4.07 79,170 0.78 80,140 3.35 80,149 10.05
2013_02 54,335 22.92 53,232 0.92 53,712 4.07 54,173 0.76 54,671 3.36 54,676 10.08
2013_03 72,467 23.23 71,572 0.93 72,127 4.03 72,450 0.78 73,026 3.38 73,029 10.13
2013_04 75,091 24.46 74,270 0.98 75,226 4.05 75,084 0.81 76,060 3.36 76,058 9.96
2014_01 76,688 24.49 75,991 0.98 76,959 4.05 76,686 0.81 77,667 3.35 77,655 9.87
2014_02 54,854 23.53 54,424 0.94 54,941 4.03 54,854 0.78 55,382 3.36 55,379 9.97
2014_03 74,254 23.74 73,754 0.94 74,335 3.99 74,252 0.79 74,842 3.38 74,840 10.07
2014_04 80,373 24.83 79,830 0.99 80,862 4.00 80,372 0.82 81,415 3.36 81,409 9.88
2015_01 72,814 24.85 72,163 0.99 73,450 4.04 72,811 0.82 74,116 3.36 74,110 9.95
2015_02 55,045 24.35 54,669 0.97 55,390 4.04 55,044 0.81 55,779 3.38 55,776 10.03
2015_03 66,012 24.58 65,674 0.98 66,252 4.06 66,009 0.82 66,592 3.39 66,587 10.06
2015_04 72,551 25.75 72,006 1.04 73,332 4.09 72,548 0.86 73,884 3.38 73,882 9.84
2016_01 71,209 25.75 70,463 1.04 72,051 4.11 71,207 0.86 72,813 3.38 72,804 9.93
2016_02 51,213 24.75 50,692 1.00 51,390 4.10 51,210 0.83 51,918 3.40 51,916 9.96
2016_03 67,095 25.21 66,510 1.01 67,241 4.06 67,094 0.85 67,833 3.41 67,830 10.07
2016_04 68,492 26.42 67,756 1.06 69,093 4.06 68,489 0.89 69,839 3.39 69,836 9.94
2017_01 63,903 26.62 63,144 1.06 65,011 4.05 63,903 0.89 65,786 3.39 65,764 9.93
2017_02 45,795 26.03 45,262 1.05 46,173 4.09 45,793 0.88 46,709 3.42 46,683 9.99
2017_03 63,419 26.01 62,738 1.06 63,693 4.10 63,414 0.89 64,376 3.45 64,341 10.06
2017_04 66,196 26.70 65,391 1.09 66,868 4.10 66,194 0.91 67,694 3.43 67,645 10.07
2018_01 63,302 27.02 62,392 1.11 64,200 4.16 63,302 0.91 65,135 3.42 65,069 10.12
2018_02 34,125 26.66 33,750 1.08 34,317 4.10 34,123 0.89 34,694 3.37 34,655 10.24
2018_03 33,288 28.67 32,959 1.16 33,668 4.07 33,288 0.95 34,003 3.32 33,938 10.26
2018_04 17,321 30.98 17,007 1.30 17,980 4.19 17,321 1.01 18,311 3.28 18,287 9.87
Ukupno 3,682,173 23.17 3,548,750 0.93 3,582,907 4.08 3,607,783 0.77 3,642,858 3.39 3,641,232 10.03

cattle - hol - td - 1901



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 236,237 21.91 230,208 0.89 231,818 4.12 233,101 0.73 234,737 3.38 234,562 10.25
Kr-zag 34,335 20.80 33,099 0.84 33,169 4.09 33,441 0.70 33,513 3.39 33,548 9.96
Sisac 105,360 19.21 101,003 0.78 101,095 4.10 103,504 0.64 103,603 3.38 103,634 10.24
Karlov 103,318 22.06 99,166 0.83 100,185 3.88 100,695 0.72 101,751 3.32 101,690 10.28
Varaz 86,168 19.36 83,696 0.80 83,819 4.17 84,897 0.63 85,021 3.32 84,837 10.26
Ko-krz 287,848 19.75 280,039 0.83 280,395 4.23 283,311 0.66 283,679 3.38 283,673 10.22
Bj-bil 423,995 20.93 410,840 0.88 411,645 4.21 416,255 0.70 417,084 3.40 416,946 10.27
Licka 15,533 19.29 15,129 0.76 15,135 4.02 15,282 0.63 15,288 3.33 15,291 10.19
Vi-pod 72,785 19.56 70,094 0.81 70,233 4.15 70,890 0.65 71,036 3.35 71,032 10.04
Pozes 36,425 19.63 34,879 0.79 34,902 4.05 35,332 0.66 35,356 3.39 35,315 10.08
Br-pos 84,632 19.02 82,058 0.75 82,223 4.02 83,069 0.64 83,237 3.39 83,256 10.29
Osjec 1,347,331 25.97 1,297,840 1.04 1,320,752 4.04 1,322,545 0.87 1,346,039 3.41 1,344,869 9.85
Vu-sri 509,367 23.75 487,679 0.96 492,998 4.08 495,918 0.79 501,394 3.39 501,377 9.98
Zadar 125,154 23.46 116,985 0.86 117,361 3.78 120,515 0.77 120,913 3.34 121,230 9.68
Istra 51,034 26.30 49,196 0.97 50,018 3.76 49,758 0.87 50,604 3.37 50,554 9.65
Međim 162,651 21.27 156,839 0.88 157,159 4.20 159,270 0.71 159,603 3.40 159,418 10.20
Ukupno 3,682,173 23.17 3,548,750 0.93 3,582,907 4.08 3,607,783 0.77 3,642,858 3.39 3,641,232 10.03

cattle - hol - td - 1901



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 0.67 48 0.80
3 906 15.10 954 15.90
4 625 10.41 1579 26.31
5-10 1969 32.81 3548 59.12
11-20 1149 19.15 4697 78.27
21-30 454 7.57 5151 85.84
31-40 239 3.98 5390 89.82
41-50 140 2.33 5530 92.15
51-100 250 4.17 5780 96.32
101-150 68 1.13 5848 97.45
151-200 44 0.73 5892 98.18
201-250 21 0.35 5913 98.53
> 250 88 1.47 6001 100.00

cattle - hol - td - 1901



The SGPlot Procedure