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
 
 
 
 
 
 
 
 
3875737
3875737
3875737
3875737
3875737
3875737
3875737
3875737
3875737
3875737
3875737
3837106
3739872
3702268
3801303
3762711
3690076
3799631
3875737
3875737
3875737
3875737
3875737
3875737
3875737
3875737
3837106
3702268
3739872
3762711
3801303
3690076
3799631
3875737
3875737
3875737
3875737
3875737
3875737
3875737
3875737
2.314
17617.410
19002.972
19180.596
2007.718
45.428
2011.507
6.776
2012.024
6.416
15.312
23.313
4.084
0.941
3.390
0.780
22.404
10.042
177.623
-312020.133
11.322
1.451
2.304
2.540
2011.606
0.001
23.313
0.941
4.084
0.780
3.390
22.404
10.042
492.352
2.304
9.797
31.962
3688.628
15419.428
229504.252
165082.296
1.473
1575.211
1468.110
1467.049
4.312
21.390
4.027
3.522
4.028
3.471
8.311
8.985
0.903
0.400
0.441
0.286
9.711
2.085
105.176
2328101.166
5.240
0.498
1.435
1.150
4.024
1.999
8.985
0.400
0.903
0.286
0.441
9.711
2.085
690.133
1.435
4.064
16.063
1596.223
8593.112
132657.709
68508.624
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
-8.403
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
17.000
10.000
21279.000
21833.000
21840.000
2018.000
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
207241.000
20.000
2.000
7.000
4.000
2019.000
10.597
50.000
3.470
7.000
2.636
7.000
70.000
17.670
3187.000
7.000
16.000
62.000
6026.000
32762.000
458249.000
294444.000

cattle - hol - td - 1902



Analiza nepročišćenih ulaznih podataka

region Frequency Cumulative
Frequency
  91743 91743
1 348297 440040
2 52656 492696
3 143547 636243
4 158508 794751
5 123267 918018
6 395296 1313314
7 568890 1882204
8 13957 1896161
9 23230 1919391
10 100819 2020210
11 56460 2076670
12 128078 2204748
13 107120 2311868
14 1704319 4016187
15 11479 4027666
16 661295 4688961
17 14705 4703666
18 65208 4768874
19 208 4769082
20 232485 5001567
22 6946 5008513

parity Frequency Cumulative
Frequency
1 1900991 1900991
2 1322957 3223948
3 835073 4059021
4 476017 4535038
5 249150 4784188
6 123887 4908075
7 57124 4965199
8 25816 4991015
9 10673 5001688
10 4031 5005719
11 1736 5007455
12 642 5008097
13 163 5008260
14 55 5008315
15 23 5008338
17 14 5008352
18 23 5008375
20 14 5008389
21 2 5008391
22 10 5008401
24 3 5008404
25 15 5008419
31 13 5008432
32 6 5008438
34 7 5008445
40 2 5008447
41 10 5008457
42 7 5008464
44 5 5008469
56 8 5008477
61 7 5008484
65 14 5008498
81 3 5008501
91 9 5008510
97 2 5008512
99 1 5008513

type Frequency Cumulative
Frequency
  2861967 2861967
A2 978810 3840777
A3 9491 3850268
A4 144 3850412
B1 182122 4032534
B2 850263 4882797
B3 107123 4989920
B4 24 4989944
B5 18567 5008511
B6 2 5008513

cattle - hol - td - 1902



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 282,535 21.28 265,165 0.86 266,661 4.10 271,681 0.71 273,275 3.39 273,242 10.02
2009 308,008 22.04 289,422 0.88 290,631 4.08 296,462 0.74 297,758 3.41 297,792 10.01
2010 257,832 22.20 243,308 0.90 244,619 4.11 248,276 0.74 249,655 3.40 249,577 10.13
2011 286,316 22.81 272,440 0.92 274,128 4.06 277,464 0.76 279,220 3.39 279,177 10.06
2012 313,599 22.55 300,444 0.90 302,298 4.06 305,276 0.75 307,186 3.37 307,128 10.06
2013 293,300 23.12 286,506 0.93 289,212 4.08 291,569 0.77 294,373 3.37 294,420 10.08
2014 278,670 23.88 276,425 0.95 279,563 4.03 278,665 0.79 281,850 3.36 281,819 9.97
2015 275,927 24.62 274,034 0.98 277,887 4.02 275,919 0.82 279,821 3.37 279,805 9.98
2016 260,804 25.18 258,507 1.02 262,760 4.10 260,793 0.84 265,093 3.40 265,076 9.95
2017 244,245 26.19 241,598 1.05 246,796 4.05 244,238 0.88 249,482 3.40 249,422 9.98
2018 233,270 26.22 230,555 1.08 234,973 4.14 233,266 0.89 237,735 3.45 237,458 10.17
2019 174,973 26.85 173,260 1.11 177,220 4.15 174,964 0.90 179,005 3.41 178,962 10.37
Ukupno 3,837,106 23.31 3,702,268 0.94 3,739,872 4.08 3,762,711 0.78 3,801,303 3.39 3,799,631 10.04

cattle - hol - td - 1902



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 1,453,528 22.36 1,400,924 0.90 1,403,983 4.06 1,422,288 0.75 1,425,472 3.38 1,424,837 9.61
2 1,038,457 24.37 1,001,970 0.99 1,015,615 4.11 1,018,582 0.82 1,032,579 3.42 1,031,948 9.98
3 649,837 24.35 627,448 0.99 639,200 4.11 638,328 0.81 650,376 3.39 650,216 10.33
4 356,560 23.60 344,324 0.96 350,086 4.09 350,322 0.78 356,217 3.37 356,109 10.61
5 183,972 22.65 177,712 0.91 180,098 4.06 180,791 0.75 183,228 3.35 183,159 10.81
6 88,186 21.59 85,432 0.87 86,163 4.04 86,826 0.71 87,577 3.33 87,525 10.96
7 66,566 19.96 64,458 0.79 64,727 4.01 65,574 0.65 65,854 3.31 65,837 11.13
Ukupno 3,837,106 23.31 3,702,268 0.94 3,739,872 4.08 3,762,711 0.78 3,801,303 3.39 3,799,631 10.04

cattle - hol - td - 1902



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 75,862 21.15 71,939 0.85 72,171 4.08 73,352 0.72 73,600 3.44 73,608 10.10
2008_04 81,976 22.39 77,060 0.89 77,505 4.05 78,961 0.76 79,428 3.42 79,447 9.91
2009_01 82,818 22.50 77,480 0.90 77,870 4.07 79,569 0.75 79,989 3.41 80,005 9.97
2009_02 65,019 21.65 60,893 0.87 61,059 4.09 62,444 0.72 62,626 3.40 62,614 10.07
2009_03 76,788 21.81 71,988 0.88 72,203 4.11 73,456 0.73 73,683 3.40 73,665 10.16
2009_04 71,485 22.69 67,603 0.92 68,053 4.11 69,064 0.76 69,548 3.39 69,529 10.03
2010_01 65,146 23.00 61,508 0.93 61,969 4.09 63,034 0.76 63,516 3.37 63,494 10.11
2010_02 54,520 22.07 51,476 0.89 51,686 4.11 52,554 0.73 52,774 3.38 52,780 10.13
2010_03 67,542 21.48 64,220 0.87 64,449 4.07 65,176 0.72 65,417 3.41 65,436 10.19
2010_04 71,607 22.61 67,965 0.91 68,394 4.06 69,027 0.76 69,476 3.39 69,484 9.98
2011_01 72,210 23.02 68,696 0.93 69,186 4.07 69,908 0.77 70,416 3.39 70,396 10.07
2011_02 61,232 22.23 57,788 0.90 58,091 4.09 59,011 0.74 59,334 3.40 59,287 10.10
2011_03 89,376 22.73 85,312 0.91 85,744 4.06 86,614 0.76 87,054 3.40 86,978 10.13
2011_04 87,774 23.29 83,867 0.94 84,372 4.07 85,386 0.78 85,907 3.37 85,924 9.92
2012_01 82,228 22.61 78,481 0.90 79,142 4.05 80,000 0.75 80,691 3.36 80,689 10.08
2012_02 61,014 21.70 58,810 0.87 59,152 4.08 59,863 0.72 60,212 3.37 60,216 10.11
2012_03 78,276 21.99 76,114 0.88 76,395 4.06 77,163 0.74 77,452 3.39 77,458 10.19
2012_04 80,719 23.50 78,628 0.95 79,270 4.08 79,928 0.78 80,585 3.37 80,591 10.01
2013_01 79,598 23.65 77,577 0.95 78,507 4.07 79,143 0.78 80,103 3.35 80,113 10.04
2013_02 54,241 22.90 53,154 0.92 53,627 4.07 54,081 0.76 54,572 3.36 54,576 10.07
2013_03 72,416 23.23 71,524 0.93 72,083 4.03 72,399 0.78 72,979 3.38 72,982 10.13
2013_04 75,011 24.45 74,191 0.98 75,151 4.05 75,004 0.81 75,984 3.36 75,982 9.96
2014_01 76,591 24.50 75,894 0.98 76,865 4.05 76,589 0.81 77,573 3.35 77,561 9.87
2014_02 54,839 23.53 54,410 0.94 54,925 4.03 54,839 0.78 55,365 3.36 55,362 9.97
2014_03 74,292 23.73 73,794 0.94 74,375 3.99 74,290 0.79 74,880 3.38 74,878 10.07
2014_04 80,335 24.83 79,789 0.99 80,822 4.00 80,334 0.82 81,378 3.36 81,372 9.88
2015_01 72,760 24.85 72,112 0.99 73,392 4.04 72,757 0.82 74,055 3.36 74,048 9.95
2015_02 54,998 24.35 54,623 0.97 55,344 4.04 54,997 0.81 55,732 3.38 55,729 10.03
2015_03 65,994 24.58 65,656 0.98 66,234 4.06 65,991 0.82 66,574 3.39 66,569 10.06
2015_04 72,501 25.76 71,959 1.04 73,284 4.09 72,498 0.86 73,833 3.38 73,831 9.84
2016_01 70,993 25.79 70,247 1.05 71,835 4.11 70,991 0.86 72,597 3.38 72,589 9.93
2016_02 51,167 24.76 50,647 1.00 51,345 4.10 51,164 0.83 51,872 3.40 51,870 9.96
2016_03 67,092 25.21 66,508 1.01 67,239 4.06 67,091 0.85 67,830 3.41 67,827 10.07
2016_04 68,518 26.42 67,779 1.06 69,116 4.06 68,515 0.89 69,865 3.39 69,862 9.94
2017_01 63,812 26.63 63,052 1.07 64,919 4.05 63,812 0.89 65,695 3.39 65,673 9.93
2017_02 45,845 26.02 45,313 1.05 46,224 4.09 45,843 0.88 46,759 3.42 46,733 9.99
2017_03 63,384 26.01 62,704 1.06 63,659 4.10 63,379 0.89 64,341 3.45 64,305 10.06
2017_04 66,177 26.69 65,373 1.09 66,850 4.10 66,175 0.90 67,675 3.43 67,624 10.07
2018_01 62,165 26.56 61,405 1.09 63,000 4.15 62,165 0.90 63,777 3.43 63,709 10.15
2018_02 43,279 25.45 42,833 1.05 43,418 4.17 43,277 0.86 43,866 3.45 43,824 10.31
2018_03 60,901 26.21 60,398 1.08 61,219 4.15 60,901 0.89 61,729 3.44 61,655 10.41
2018_04 59,153 27.82 58,502 1.15 60,117 4.17 59,150 0.94 60,797 3.40 60,760 10.22
2019_01 45,032 29.02 44,431 1.18 46,279 4.09 45,027 0.95 46,924 3.30 46,915 10.27
2019_02 19,886 29.46 19,638 1.17 20,281 3.96 19,885 0.94 20,539 3.20 20,537 10.29
2019_03 13,944 29.94 13,770 1.19 14,167 3.97 13,944 0.94 14,343 3.14 14,339 10.33
Ukupno 3,837,106 23.31 3,702,268 0.94 3,739,872 4.08 3,762,711 0.78 3,801,303 3.39 3,799,631 10.04

cattle - hol - td - 1902



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 264,020 22.44 257,746 0.92 259,959 4.12 260,884 0.75 263,125 3.39 262,942 10.23
Kr-zag 35,029 20.88 33,790 0.84 33,873 4.09 34,135 0.70 34,220 3.39 34,255 9.98
Sisac 106,722 19.24 102,360 0.78 102,455 4.09 104,866 0.64 104,968 3.38 104,999 10.24
Karlov 108,023 22.26 103,860 0.84 104,980 3.86 105,400 0.73 106,557 3.31 106,498 10.30
Varaz 87,006 19.39 84,521 0.80 84,671 4.17 85,735 0.63 85,886 3.32 85,702 10.27
Ko-krz 299,107 19.91 291,223 0.83 291,648 4.22 294,569 0.67 295,007 3.39 294,997 10.23
Bj-bil 439,378 21.08 426,088 0.88 426,952 4.21 431,638 0.71 432,529 3.41 432,391 10.28
Licka 15,933 19.24 15,529 0.76 15,536 4.01 15,682 0.63 15,689 3.33 15,692 10.17
Vi-pod 73,998 19.68 71,298 0.81 71,435 4.15 72,103 0.65 72,247 3.35 72,242 10.05
Pozes 36,541 19.64 34,999 0.79 35,022 4.04 35,448 0.66 35,472 3.39 35,431 10.10
Br-pos 85,556 19.01 82,958 0.75 83,123 4.03 83,993 0.64 84,161 3.40 84,180 10.30
Osjec 1,403,639 26.06 1,353,506 1.05 1,378,298 4.05 1,378,849 0.88 1,404,280 3.40 1,403,066 9.88
Vu-sri 534,456 23.96 512,584 0.97 518,545 4.08 521,007 0.80 527,132 3.38 527,125 9.99
Zadar 126,239 23.46 118,062 0.86 118,441 3.77 121,600 0.77 122,001 3.34 122,318 9.68
Istra 52,848 26.33 51,011 0.97 51,862 3.76 51,572 0.87 52,447 3.37 52,397 9.64
Međim 168,611 21.35 162,733 0.89 163,072 4.20 165,230 0.71 165,582 3.40 165,396 10.20
Ukupno 3,837,106 23.31 3,702,268 0.94 3,739,872 4.08 3,762,711 0.78 3,801,303 3.39 3,799,631 10.04

cattle - hol - td - 1902



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 0.80
3 910 15.10 958 15.90
4 624 10.36 1582 26.25
5-10 1968 32.66 3550 58.91
11-20 1155 19.17 4705 78.08
21-30 458 7.60 5163 85.68
31-40 239 3.97 5402 89.64
41-50 142 2.36 5544 92.00
51-100 253 4.20 5797 96.20
101-150 67 1.11 5864 97.31
151-200 43 0.71 5907 98.03
201-250 21 0.35 5928 98.37
> 250 98 1.63 6026 100.00

cattle - hol - td - 1902



The SGPlot Procedure