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
 
 
 
 
 
 
 
 
3091527
3091527
3091527
3091527
3091527
3091527
3091527
3091527
3091527
3091527
3091527
3070093
2963671
2943032
3016991
2995595
2910110
3015709
3091527
3091527
3091527
3091527
3091527
3091527
3091527
3091527
3070093
2943032
2963671
2995595
3016991
2910110
3015709
3091527
3091527
3091527
3091527
3091527
3091527
3091527
3091527
2.309
17094.702
18482.207
18658.445
2006.290
45.492
2010.082
6.769
2010.597
6.370
15.601
22.595
4.077
0.909
3.381
0.753
22.325
10.020
176.239
-418081.191
11.337
1.310
2.299
2.538
2010.177
0.008
22.595
0.909
4.077
0.753
3.381
22.325
10.020
382.979
2.299
9.826
26.248
3487.994
14610.488
186575.744
144486.274
1.474
1275.935
1156.247
1153.062
3.494
21.246
3.175
3.519
3.177
3.494
8.296
8.726
0.901
0.385
0.445
0.276
9.945
2.084
105.106
2595807.160
5.139
0.463
1.436
1.149
3.167
1.987
8.726
0.385
0.901
0.276
0.445
9.945
2.084
541.771
1.436
3.960
12.624
1495.730
8235.629
108045.816
58769.283
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
0.050
1.500
0.059
1.000
3.000
5.000
-21261968.00
1.000
1.000
1.000
1.000
2004.000
-8.592
3.000
0.050
1.500
0.059
1.500
1.000
3.000
3.000
1.000
1.000
1.000
1.000
1.000
1.000
13.000
10.000
20052.000
20635.000
20640.000
2014.000
180.000
2016.000
12.000
2016.000
12.000
31.000
50.000
7.000
3.463
7.000
2.620
70.000
17.670
400.000
183051.000
20.000
2.000
7.000
4.000
2016.000
10.408
50.000
3.463
7.000
2.620
7.000
70.000
17.670
2369.000
7.000
16.000
48.000
5870.000
30599.000
373322.000
256364.000

cattle - hol - td - 1601



Analiza nepročišćenih ulaznih podataka

region Frequency Cumulative
Frequency
  91743 91743
1 225215 316958
2 45277 362235
3 131787 494022
4 133577 627599
5 114946 742545
6 321247 1063792
7 469627 1533419
8 8953 1542372
9 19217 1561589
10 88168 1649757
11 53369 1703126
12 116132 1819258
13 98652 1917910
14 1335041 3252951
15 10177 3263128
16 532784 3795912
17 10759 3806671
18 49540 3856211
19 46 3856257
20 178460 4034717
22 5108 4039825

parity Frequency Cumulative
Frequency
1 1549073 1549073
2 1066537 2615610
3 667475 3283085
4 380345 3663430
5 197720 3861150
6 97792 3958942
7 46037 4004979
8 21080 4026059
9 8386 4034445
10 3177 4037622
11 1277 4038899
12 463 4039362
13 123 4039485
14 77 4039562
15 29 4039591
16 7 4039598
17 23 4039621
18 23 4039644
20 14 4039658
21 14 4039672
22 20 4039692
24 3 4039695
25 15 4039710
31 13 4039723
32 6 4039729
34 7 4039736
40 2 4039738
41 10 4039748
42 7 4039755
43 5 4039760
44 17 4039777
45 4 4039781
56 8 4039789
61 7 4039796
65 14 4039810
81 3 4039813
91 9 4039822
97 2 4039824
99 1 4039825

type Frequency Cumulative
Frequency
  2861767 2861767
4 2 2861769
A2 170711 3032480
A4 461811 3494291
B1 30642 3524933
B2 189204 3714137
B3 44560 3758697
B4 275551 4034248
B5 5575 4039823
B6 2 4039825

cattle - hol - td - 1601



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 27,202 20.72 24,969 0.82 25,061 4.07 25,463 0.67 25,564 3.29 25,775 10.24
2005 137,038 20.91 128,286 0.84 128,603 4.10 130,618 0.69 130,952 3.36 130,110 9.98
2006 213,413 21.23 202,408 0.84 203,146 4.06 207,176 0.70 207,968 3.36 208,267 9.97
2007 249,929 21.46 234,898 0.87 236,271 4.15 240,836 0.72 242,321 3.41 241,556 9.95
2008 282,520 21.28 265,151 0.86 266,647 4.10 271,666 0.71 273,260 3.39 273,227 10.02
2009 307,947 22.03 289,373 0.88 290,582 4.08 296,409 0.74 297,705 3.41 297,740 10.01
2010 257,822 22.20 243,289 0.90 244,605 4.11 248,260 0.74 249,644 3.40 249,566 10.13
2011 287,053 22.82 273,148 0.92 274,844 4.06 278,191 0.76 279,956 3.39 279,912 10.06
2012 316,789 22.54 303,414 0.90 305,272 4.06 308,353 0.75 310,269 3.37 310,211 10.06
2013 297,561 23.00 290,529 0.93 292,506 4.08 295,821 0.76 297,879 3.37 297,929 10.09
2014 280,942 23.84 278,658 0.95 281,115 4.03 280,937 0.79 283,431 3.36 283,399 9.98
2015 277,261 24.59 275,310 0.98 278,790 4.03 277,253 0.82 280,772 3.37 280,756 9.98
2016 134,616 25.81 133,599 1.04 136,229 4.10 134,612 0.86 137,270 3.37 137,261 9.86
Ukupno 3,070,093 22.60 2,943,032 0.91 2,963,671 4.08 2,995,595 0.75 3,016,991 3.38 3,015,709 10.02

cattle - hol - td - 1601



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 1,166,970 21.69 1,117,055 0.86 1,119,089 4.05 1,135,749 0.72 1,137,901 3.37 1,137,394 9.59
2 830,986 23.59 796,652 0.95 804,281 4.11 811,075 0.79 818,961 3.42 818,437 9.96
3 517,334 23.59 496,425 0.96 502,700 4.10 505,809 0.78 512,306 3.38 512,196 10.32
4 285,012 22.89 273,572 0.92 276,514 4.08 278,756 0.76 281,795 3.36 281,730 10.58
5 146,005 21.99 140,125 0.88 141,379 4.06 142,803 0.72 144,095 3.34 144,059 10.78
6 69,737 21.00 67,135 0.84 67,501 4.04 68,361 0.69 68,744 3.32 68,711 10.90
7 54,049 19.50 52,068 0.77 52,207 4.00 53,042 0.63 53,189 3.30 53,182 11.08
Ukupno 3,070,093 22.60 2,943,032 0.91 2,963,671 4.08 2,995,595 0.75 3,016,991 3.38 3,015,709 10.02

cattle - hol - td - 1601



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 12,197 17.47 11,292 0.71 11,308 4.23 11,450 0.59 11,466 3.49 11,634 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 29,031 20.65 27,453 0.83 27,523 4.10 27,888 0.69 27,959 3.37 27,614 9.96
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 52,387 21.37 49,500 0.84 49,687 4.03 50,701 0.71 50,899 3.37 50,918 9.83
2006_01 56,981 21.66 53,854 0.87 54,105 4.08 55,091 0.72 55,354 3.36 55,377 9.96
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 62,594 20.51 59,472 0.83 59,594 4.13 60,612 0.69 60,749 3.41 60,710 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 74,656 21.80 69,901 0.89 70,315 4.13 71,844 0.73 72,282 3.38 72,097 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 75,865 21.15 71,943 0.85 72,175 4.08 73,356 0.72 73,604 3.44 73,612 10.10
2008_04 81,911 22.38 77,001 0.89 77,446 4.05 78,900 0.75 79,367 3.42 79,387 9.91
2009_01 82,779 22.50 77,447 0.90 77,837 4.07 79,533 0.75 79,953 3.41 79,969 9.97
2009_02 65,059 21.65 60,934 0.87 61,100 4.09 62,485 0.72 62,667 3.40 62,655 10.07
2009_03 76,778 21.81 71,977 0.88 72,192 4.11 73,445 0.73 73,672 3.40 73,654 10.16
2009_04 71,506 22.69 67,619 0.92 68,069 4.11 69,082 0.76 69,566 3.39 69,547 10.03
2010_01 65,073 23.00 61,436 0.93 61,902 4.09 62,961 0.76 63,448 3.37 63,426 10.11
2010_02 54,545 22.08 51,503 0.89 51,713 4.11 52,581 0.73 52,801 3.38 52,807 10.13
2010_03 67,553 21.49 64,230 0.87 64,459 4.07 65,186 0.72 65,427 3.41 65,446 10.19
2010_04 71,781 22.63 68,128 0.91 68,558 4.05 69,195 0.76 69,645 3.39 69,653 9.97
2011_01 72,287 23.01 68,769 0.93 69,271 4.07 69,982 0.77 70,502 3.39 70,482 10.07
2011_02 61,373 22.22 57,925 0.90 58,222 4.09 59,151 0.74 59,468 3.40 59,421 10.10
2011_03 89,944 22.74 85,858 0.91 86,292 4.06 87,168 0.76 87,610 3.40 87,532 10.13
2011_04 88,201 23.28 84,272 0.94 84,775 4.07 85,805 0.77 86,325 3.37 86,342 9.92
2012_01 83,185 22.60 79,373 0.90 80,032 4.05 80,923 0.75 81,613 3.36 81,612 10.08
2012_02 61,793 21.66 59,543 0.87 59,868 4.08 60,616 0.72 60,949 3.37 60,953 10.12
2012_03 79,570 21.92 77,353 0.88 77,594 4.06 78,425 0.73 78,671 3.39 78,677 10.19
2012_04 82,368 23.37 80,157 0.94 80,662 4.08 81,561 0.78 82,080 3.37 82,088 10.02
2013_01 80,699 23.53 78,653 0.95 79,364 4.07 80,249 0.77 80,984 3.35 80,993 10.05
2013_02 54,820 22.80 53,691 0.91 54,047 4.07 54,661 0.75 55,036 3.35 55,040 10.08
2013_03 72,918 23.14 71,977 0.92 72,369 4.03 72,899 0.77 73,306 3.38 73,312 10.14
2013_04 74,914 24.43 74,059 0.98 74,842 4.05 74,907 0.81 75,707 3.36 75,705 9.96
2014_01 76,003 24.52 75,317 0.98 76,130 4.05 76,001 0.81 76,827 3.35 76,813 9.86
2014_02 55,968 23.51 55,528 0.94 55,914 4.03 55,968 0.78 56,361 3.36 56,358 9.98
2014_03 74,364 23.72 73,855 0.94 74,245 4.00 74,362 0.79 74,756 3.38 74,754 10.07
2014_04 80,767 24.80 80,198 0.98 80,971 4.00 80,766 0.82 81,548 3.36 81,542 9.88
2015_01 72,732 24.81 72,078 0.99 73,237 4.04 72,728 0.82 73,902 3.36 73,897 9.95
2015_02 66,400 25.13 65,827 1.00 66,986 4.03 66,398 0.82 67,577 3.33 67,574 9.96
2015_03 62,193 25.11 61,852 1.00 62,413 4.05 62,190 0.84 62,757 3.37 62,752 10.04
2015_04 54,904 27.70 54,519 1.11 55,789 4.04 54,903 0.91 56,182 3.30 56,181 9.72
2016_01 35,300 29.66 34,901 1.17 36,361 3.97 35,298 0.94 36,772 3.16 36,770 9.63
Ukupno 3,070,093 22.60 2,943,032 0.91 2,963,671 4.08 2,995,595 0.75 3,016,991 3.38 3,015,709 10.02

cattle - hol - td - 1601



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 163,149 20.24 157,784 0.83 158,172 4.16 160,007 0.67 160,404 3.37 160,250 10.28
Kr-zag 30,890 20.51 29,670 0.83 29,707 4.09 29,997 0.69 30,035 3.39 30,078 9.97
Sisac 100,023 19.12 95,702 0.78 95,791 4.12 98,163 0.64 98,259 3.39 98,292 10.25
Karlov 88,637 21.58 84,489 0.82 85,470 3.90 86,000 0.70 87,019 3.31 86,975 10.26
Varaz 82,060 19.26 79,627 0.80 79,739 4.18 80,787 0.63 80,900 3.32 80,741 10.24
Ko-krz 245,598 19.29 238,068 0.81 238,253 4.25 241,051 0.64 241,244 3.38 241,288 10.19
Bj-bil 366,445 20.37 353,884 0.85 354,429 4.21 358,696 0.68 359,263 3.40 359,248 10.27
Licka 13,450 19.34 13,048 0.77 13,052 4.03 13,199 0.64 13,203 3.34 13,206 10.17
Vi-pod 65,470 19.22 62,857 0.80 62,978 4.15 63,576 0.63 63,704 3.34 63,699 9.99
Pozes 35,116 19.73 33,570 0.79 33,593 4.05 34,016 0.66 34,040 3.39 33,998 10.04
Br-pos 78,530 18.65 76,029 0.74 76,129 4.02 76,952 0.62 77,055 3.38 77,075 10.29
Osjec 1,094,010 25.59 1,047,958 1.02 1,061,521 4.02 1,069,187 0.86 1,083,223 3.40 1,082,075 9.82
Vu-sri 426,637 22.99 405,623 0.92 409,036 4.06 413,201 0.76 416,751 3.37 416,798 10.02
Zadar 112,209 23.49 104,118 0.85 104,327 3.74 107,569 0.77 107,798 3.32 108,115 9.63
Istra 39,804 26.01 38,065 0.95 38,742 3.72 38,528 0.86 39,226 3.35 39,176 9.60
Međim 128,065 20.89 122,540 0.87 122,732 4.20 124,666 0.70 124,867 3.39 124,695 10.16
Ukupno 3,070,093 22.60 2,943,032 0.91 2,963,671 4.08 2,995,595 0.75 3,016,991 3.38 3,015,709 10.02

cattle - hol - td - 1601



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 0.14 8 0.14
2 39 0.66 47 0.80
3 895 15.25 942 16.05
4 573 9.76 1515 25.81
5-10 1941 33.07 3456 58.88
11-20 1152 19.63 4608 78.50
21-30 447 7.61 5055 86.12
31-40 235 4.00 5290 90.12
41-50 139 2.37 5429 92.49
51-100 239 4.07 5668 96.56
101-150 71 1.21 5739 97.77
151-200 35 0.60 5774 98.36
201-250 20 0.34 5794 98.71
> 250 76 1.29 5870 100.00

cattle - hol - td - 1601



The SGPlot Procedure