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
 
 
 
 
 
 
 
 
3638759
3638759
3638759
3638759
3638759
3638759
3638759
3638759
3638759
3638759
3638759
3605344
3505474
3472991
3564351
3530975
3453747
3562912
3638759
3638759
3638759
3638759
3638759
3638759
3638759
3638759
3605344
3472991
3505474
3530975
3564351
3453747
3562912
3638759
3638759
3638759
3638759
3638759
3638759
3638759
3638759
2.313
17456.815
18843.518
19020.848
2007.279
45.465
2011.071
6.771
2011.587
6.404
15.341
23.098
4.078
0.930
3.386
0.772
22.292
10.022
177.330
-342855.594
11.362
1.416
2.303
2.539
2011.166
0.003
23.098
0.930
4.078
0.772
3.386
22.292
10.022
461.708
2.303
9.835
30.204
3590.174
15182.878
216299.237
158574.196
1.473
1479.215
1369.503
1367.967
4.050
21.358
3.758
3.521
3.759
3.470
8.303
8.911
0.902
0.395
0.442
0.283
9.775
2.084
105.102
2399429.637
5.192
0.493
1.435
1.150
3.750
2.000
8.911
0.395
0.902
0.283
0.442
9.775
2.084
631.682
1.435
4.016
14.963
1537.845
8550.085
125129.795
65555.020
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
-8.458
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
20889.000
21448.000
21455.000
2017.000
180.000
2018.000
12.000
2018.000
12.000
31.000
50.000
7.000
3.470
7.000
2.636
70.000
17.670
400.000
199951.000
20.000
2.000
7.000
4.000
2018.000
10.542
50.000
3.470
7.000
2.636
7.000
70.000
17.670
2957.000
7.000
16.000
57.000
5991.000
32186.000
432326.000
282750.000

cattle - hol - td - 1802



Analiza nepročišćenih ulaznih podataka

region Frequency Cumulative
Frequency
  91743 91743
1 300308 392051
2 50630 442681
3 140574 583255
4 150258 733513
5 121528 855041
6 373312 1228353
7 536599 1764952
8 11251 1776203
9 22218 1798421
10 99865 1898286
11 55979 1954265
12 125041 2079306
13 105244 2184550
14 1600840 3785390
15 11054 3796444
16 620505 4416949
17 13744 4430693
18 61506 4492199
19 113 4492312
20 218537 4710849
22 6369 4717218

parity Frequency Cumulative
Frequency
1 1793855 1793855
2 1245204 3039059
3 785948 3825007
4 447927 4272934
5 234176 4507110
6 116120 4623230
7 53333 4676563
8 24359 4700922
9 9971 4710893
10 3757 4714650
11 1615 4716265
12 559 4716824
13 141 4716965
14 55 4717020
15 23 4717043
17 14 4717057
18 23 4717080
20 14 4717094
21 2 4717096
22 10 4717106
24 3 4717109
25 15 4717124
31 13 4717137
32 6 4717143
34 7 4717150
40 2 4717152
41 10 4717162
42 7 4717169
44 5 4717174
56 8 4717182
61 7 4717189
65 14 4717203
81 3 4717206
91 9 4717215
97 2 4717217
99 1 4717218

type Frequency Cumulative
Frequency
  2861967 2861967
A2 875504 3737471
A3 7155 3744626
A4 144 3744770
B1 112162 3856932
B2 748831 4605763
B3 96973 4702736
B4 24 4702760
B5 14456 4717216
B6 2 4717218

cattle - hol - td - 1802



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 282,524 21.28 265,153 0.86 266,649 4.10 271,670 0.71 273,264 3.39 273,231 10.02
2009 307,554 22.03 288,980 0.88 290,192 4.08 296,010 0.74 297,309 3.41 297,342 10.01
2010 257,480 22.19 242,965 0.90 244,278 4.11 247,928 0.74 249,309 3.40 249,231 10.13
2011 286,144 22.80 272,279 0.91 273,957 4.06 277,301 0.76 279,047 3.39 279,004 10.06
2012 313,360 22.54 300,212 0.90 302,053 4.06 305,040 0.75 306,938 3.37 306,880 10.06
2013 293,419 23.11 286,621 0.93 289,313 4.08 291,686 0.77 294,476 3.37 294,523 10.08
2014 278,825 23.88 276,580 0.95 279,716 4.03 278,821 0.79 282,004 3.36 281,973 9.98
2015 276,076 24.62 274,178 0.98 278,039 4.02 276,068 0.82 279,978 3.37 279,963 9.98
2016 261,369 25.16 259,063 1.02 263,316 4.10 261,358 0.84 265,658 3.40 265,640 9.95
2017 244,436 26.19 241,790 1.05 246,988 4.05 244,429 0.88 249,673 3.40 249,613 9.98
2018 176,530 26.34 174,566 1.07 177,849 4.10 176,526 0.89 179,845 3.41 179,759 10.13
Ukupno 3,605,344 23.10 3,472,991 0.93 3,505,474 4.08 3,530,975 0.77 3,564,351 3.39 3,562,912 10.02

cattle - hol - td - 1802



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 1,366,657 22.16 1,314,835 0.89 1,317,641 4.06 1,335,421 0.74 1,338,350 3.38 1,337,773 9.59
2 975,413 24.13 939,617 0.98 951,329 4.10 955,539 0.81 967,557 3.42 966,996 9.96
3 610,606 24.12 588,724 0.98 598,831 4.11 599,114 0.80 609,489 3.39 609,366 10.31
4 335,120 23.40 323,153 0.95 328,073 4.08 328,884 0.78 333,926 3.37 333,844 10.58
5 172,436 22.44 166,302 0.90 168,354 4.06 169,255 0.74 171,351 3.35 171,303 10.80
6 82,540 21.44 79,845 0.86 80,500 4.04 81,181 0.70 81,855 3.33 81,815 10.93
7 62,572 19.82 60,515 0.79 60,746 4.00 61,581 0.64 61,823 3.30 61,815 11.12
Ukupno 3,605,344 23.10 3,472,991 0.93 3,505,474 4.08 3,530,975 0.77 3,564,351 3.39 3,562,912 10.02

cattle - hol - td - 1802



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 75,828 21.15 71,907 0.85 72,139 4.08 73,319 0.72 73,567 3.44 73,575 10.10
2008_04 81,940 22.39 77,023 0.89 77,470 4.05 78,925 0.76 79,394 3.42 79,413 9.91
2009_01 82,486 22.49 77,153 0.90 77,543 4.07 79,237 0.75 79,657 3.41 79,672 9.97
2009_02 64,986 21.65 60,865 0.87 61,031 4.09 62,414 0.72 62,596 3.40 62,584 10.07
2009_03 76,750 21.81 71,951 0.88 72,167 4.11 73,415 0.73 73,643 3.40 73,625 10.16
2009_04 71,436 22.69 67,550 0.92 68,000 4.11 69,012 0.76 69,496 3.39 69,477 10.03
2010_01 64,889 22.97 61,262 0.93 61,724 4.10 62,782 0.76 63,265 3.37 63,243 10.11
2010_02 54,473 22.07 51,433 0.89 51,644 4.11 52,511 0.73 52,732 3.38 52,738 10.13
2010_03 67,498 21.47 64,173 0.87 64,402 4.07 65,129 0.72 65,370 3.41 65,389 10.19
2010_04 71,718 22.63 68,074 0.91 68,506 4.05 69,138 0.76 69,590 3.39 69,598 9.97
2011_01 72,123 23.00 68,619 0.93 69,111 4.07 69,830 0.77 70,340 3.39 70,320 10.07
2011_02 61,073 22.20 57,631 0.90 57,925 4.09 58,854 0.74 59,168 3.40 59,121 10.10
2011_03 89,377 22.73 85,310 0.91 85,740 4.06 86,612 0.76 87,050 3.40 86,974 10.12
2011_04 87,605 23.28 83,704 0.94 84,206 4.07 85,221 0.77 85,739 3.37 85,756 9.92
2012_01 82,235 22.62 78,489 0.90 79,140 4.05 80,007 0.75 80,689 3.36 80,687 10.08
2012_02 61,023 21.69 58,821 0.87 59,165 4.08 59,873 0.72 60,224 3.37 60,228 10.11
2012_03 78,232 21.98 76,075 0.88 76,356 4.06 77,119 0.74 77,408 3.39 77,414 10.19
2012_04 80,757 23.51 78,665 0.95 79,298 4.08 79,965 0.78 80,613 3.37 80,619 10.01
2013_01 79,545 23.63 77,529 0.95 78,456 4.07 79,091 0.78 80,048 3.35 80,058 10.05
2013_02 54,304 22.91 53,205 0.92 53,681 4.07 54,144 0.76 54,640 3.35 54,643 10.08
2013_03 72,505 23.22 71,606 0.93 72,155 4.03 72,487 0.78 73,055 3.38 73,060 10.14
2013_04 75,038 24.45 74,220 0.98 75,178 4.05 75,031 0.81 76,009 3.36 76,007 9.96
2014_01 76,665 24.48 75,973 0.98 76,943 4.05 76,663 0.81 77,646 3.35 77,634 9.87
2014_02 54,896 23.53 54,465 0.94 54,982 4.03 54,896 0.78 55,424 3.36 55,421 9.97
2014_03 74,274 23.74 73,774 0.94 74,357 3.99 74,272 0.79 74,864 3.38 74,862 10.07
2014_04 80,318 24.83 79,781 0.99 80,812 4.00 80,318 0.82 81,360 3.36 81,353 9.88
2015_01 72,824 24.85 72,172 0.99 73,459 4.04 72,821 0.82 74,126 3.36 74,120 9.95
2015_02 55,096 24.34 54,716 0.97 55,436 4.04 55,095 0.81 55,829 3.38 55,826 10.03
2015_03 66,084 24.57 65,746 0.98 66,324 4.06 66,081 0.82 66,664 3.39 66,659 10.06
2015_04 72,484 25.75 71,938 1.04 73,264 4.09 72,481 0.86 73,817 3.38 73,815 9.84
2016_01 71,297 25.74 70,549 1.04 72,136 4.11 71,295 0.86 72,900 3.38 72,891 9.93
2016_02 51,346 24.74 50,825 1.00 51,523 4.10 51,343 0.83 52,051 3.40 52,049 9.96
2016_03 67,127 25.20 66,540 1.01 67,271 4.06 67,126 0.85 67,865 3.41 67,862 10.07
2016_04 68,568 26.42 67,831 1.06 69,168 4.06 68,565 0.89 69,915 3.39 69,912 9.94
2017_01 63,812 26.64 63,055 1.07 64,922 4.05 63,812 0.89 65,695 3.39 65,673 9.93
2017_02 45,840 26.04 45,307 1.05 46,218 4.09 45,838 0.88 46,754 3.42 46,728 9.99
2017_03 74,751 26.50 73,928 1.07 75,189 4.08 74,746 0.89 76,019 3.39 75,984 10.10
2017_04 62,059 27.31 61,301 1.11 62,776 4.08 62,057 0.92 63,555 3.39 63,527 10.02
2018_01 45,631 28.77 45,040 1.15 46,616 4.02 45,631 0.94 47,224 3.29 47,200 9.98
2018_02 19,861 28.61 19,628 1.12 20,157 3.92 19,859 0.90 20,392 3.15 20,390 10.12
Ukupno 3,605,344 23.10 3,472,991 0.93 3,505,474 4.08 3,530,975 0.77 3,564,351 3.39 3,562,912 10.02

cattle - hol - td - 1802



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 224,442 21.67 218,502 0.88 219,880 4.13 221,306 0.72 222,705 3.37 222,541 10.25
Kr-zag 34,076 20.78 32,840 0.84 32,907 4.08 33,182 0.70 33,250 3.39 33,293 9.96
Sisac 104,912 19.19 100,552 0.78 100,644 4.10 103,056 0.64 103,155 3.38 103,186 10.24
Karlov 101,650 22.04 97,509 0.83 98,535 3.87 99,027 0.72 100,090 3.31 100,044 10.27
Varaz 85,843 19.37 83,380 0.80 83,498 4.17 84,572 0.63 84,691 3.32 84,532 10.26
Ko-krz 283,085 19.70 275,319 0.82 275,662 4.23 278,548 0.66 278,903 3.38 278,947 10.21
Bj-bil 415,004 20.87 401,951 0.87 402,739 4.21 407,264 0.70 408,076 3.40 407,995 10.26
Licka 15,303 19.31 14,898 0.76 14,902 4.01 15,052 0.63 15,056 3.33 15,059 10.20
Vi-pod 73,671 19.53 70,973 0.81 71,116 4.15 71,776 0.65 71,926 3.35 71,922 10.03
Pozes 36,491 19.68 34,948 0.79 34,971 4.05 35,398 0.66 35,422 3.38 35,381 10.07
Br-pos 83,858 18.97 81,326 0.75 81,493 4.02 82,293 0.63 82,463 3.39 82,482 10.30
Osjec 1,316,174 25.94 1,267,270 1.04 1,289,344 4.03 1,291,411 0.87 1,314,055 3.40 1,312,901 9.84
Vu-sri 500,957 23.64 479,358 0.95 484,216 4.08 487,508 0.79 492,517 3.38 492,494 9.98
Zadar 122,123 23.38 113,976 0.86 114,258 3.77 117,484 0.77 117,788 3.33 118,105 9.66
Istra 50,001 26.31 48,173 0.97 48,981 3.75 48,725 0.87 49,556 3.36 49,506 9.64
Međim 157,754 21.24 152,016 0.88 152,328 4.19 154,373 0.71 154,698 3.39 154,524 10.19
Ukupno 3,605,344 23.10 3,472,991 0.93 3,505,474 4.08 3,530,975 0.77 3,564,351 3.39 3,562,912 10.02

cattle - hol - td - 1802



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
3 900 15.02 948 15.82
4 618 10.32 1566 26.14
5-10 1977 33.00 3543 59.14
11-20 1146 19.13 4689 78.27
21-30 455 7.59 5144 85.86
31-40 237 3.96 5381 89.82
41-50 142 2.37 5523 92.19
51-100 250 4.17 5773 96.36
101-150 70 1.17 5843 97.53
151-200 42 0.70 5885 98.23
201-250 19 0.32 5904 98.55
> 250 87 1.45 5991 100.00

cattle - hol - td - 1802



The SGPlot Procedure