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
 
 
 
 
 
 
 
 
3481488
3481488
3481488
3481488
3481488
3481488
3481488
3481488
3481488
3481488
3481488
3450818
3349919
3320148
3407052
3376421
3296941
3405698
3481488
3481488
3481488
3481488
3481488
3481488
3481488
3481488
3450818
3320148
3349919
3376421
3407052
3296941
3405698
3481488
3481488
3481488
3481488
3481488
3481488
3481488
3481488
2.311
17349.900
18736.887
18913.952
2006.987
45.475
2010.779
6.775
2011.290
6.454
15.433
22.960
4.077
0.924
3.385
0.766
22.237
10.016
177.065
-362314.387
11.349
1.388
2.301
2.540
2010.877
0.004
22.960
0.924
4.077
0.766
3.385
22.237
10.016
434.532
2.301
9.827
29.047
3562.869
15157.562
208280.384
154232.452
1.471
1416.887
1305.222
1303.223
3.879
21.311
3.581
3.517
3.575
3.506
8.314
8.873
0.903
0.392
0.443
0.282
9.828
2.084
105.163
2451194.285
5.185
0.487
1.433
1.149
3.578
1.997
8.873
0.392
0.903
0.282
0.443
9.828
2.084
591.794
1.433
4.009
14.275
1529.102
8528.609
120588.938
63666.714
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
-8.498
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
14.000
10.000
20597.000
21208.000
21217.000
2016.000
180.000
2018.000
12.000
2018.000
12.000
31.000
50.000
7.000
3.470
7.000
2.620
70.000
17.670
400.000
196745.000
20.000
2.000
7.000
4.000
2017.000
10.502
50.000
3.470
7.000
2.620
7.000
70.000
17.670
2527.000
7.000
16.000
55.000
5952.000
31994.000
416466.000
274782.000

cattle - hol - td - 1801



Analiza nepročišćenih ulaznih podataka

region Frequency Cumulative
Frequency
  91743 91743
1 280852 372595
2 49395 421990
3 138250 560240
4 145029 705269
5 119933 825202
6 360766 1185968
7 515155 1701123
8 10501 1711624
9 21217 1732841
10 97166 1830007
11 55263 1885270
12 123067 2008337
13 103374 2111711
14 1518980 3630691
15 10701 3641392
16 592241 4233633
17 13094 4246727
18 58291 4305018
19 113 4305131
20 208606 4513737
22 6173 4519910

parity Frequency Cumulative
Frequency
1 1721314 1721314
2 1193844 2915158
3 753142 3668300
4 427591 4095891
5 223847 4319738
6 110505 4430243
7 50777 4481020
8 23370 4504390
9 9479 4513869
10 3600 4517469
11 1552 4519021
12 502 4519523
13 134 4519657
14 55 4519712
15 23 4519735
17 14 4519749
18 23 4519772
20 14 4519786
21 2 4519788
22 10 4519798
24 3 4519801
25 15 4519816
31 13 4519829
32 6 4519835
34 7 4519842
40 2 4519844
41 10 4519854
42 7 4519861
44 5 4519866
56 8 4519874
61 7 4519881
65 14 4519895
81 3 4519898
91 9 4519907
97 2 4519909
99 1 4519910

type Frequency Cumulative
Frequency
  2861967 2861967
A2 804187 3666154
A3 5033 3671187
A4 144 3671331
B1 80072 3751403
B2 671008 4422411
B3 85403 4507814
B4 23 4507837
B5 12071 4519908
B6 2 4519910

cattle - hol - td - 1801



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 282,553 21.28 265,181 0.86 266,677 4.10 271,699 0.71 273,293 3.39 273,260 10.02
2009 308,339 22.04 289,748 0.88 290,960 4.08 296,792 0.74 298,091 3.41 298,124 10.01
2010 258,100 22.21 243,563 0.90 244,881 4.11 248,542 0.74 249,928 3.40 249,850 10.13
2011 286,912 22.82 273,022 0.92 274,719 4.06 278,053 0.76 279,818 3.39 279,775 10.06
2012 314,022 22.56 300,860 0.90 302,710 4.05 305,698 0.75 307,604 3.37 307,546 10.06
2013 293,877 23.12 287,050 0.93 289,763 4.08 292,141 0.77 294,952 3.37 294,998 10.08
2014 279,017 23.88 276,775 0.95 279,914 4.03 279,013 0.79 282,199 3.36 282,168 9.98
2015 276,318 24.61 274,418 0.98 278,272 4.02 276,310 0.82 280,213 3.37 280,198 9.98
2016 261,323 25.16 259,025 1.02 263,279 4.10 261,312 0.84 265,613 3.40 265,595 9.95
2017 244,536 26.18 241,895 1.05 247,094 4.05 244,529 0.88 249,774 3.40 249,715 9.98
2018 18,194 27.30 18,007 1.14 18,526 4.23 18,194 0.93 18,717 3.46 18,716 10.00
Ukupno 3,450,818 22.96 3,320,148 0.92 3,349,919 4.08 3,376,421 0.77 3,407,052 3.38 3,405,698 10.02

cattle - hol - td - 1801



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 1,307,944 22.02 1,256,730 0.88 1,259,413 4.05 1,276,709 0.74 1,279,515 3.37 1,278,961 9.59
2 934,577 23.98 899,256 0.97 909,974 4.10 914,693 0.81 925,708 3.42 925,171 9.95
3 585,393 24.00 563,818 0.97 573,090 4.11 573,887 0.80 583,416 3.39 583,305 10.30
4 319,810 23.25 307,985 0.94 312,430 4.08 313,571 0.77 318,129 3.37 318,054 10.58
5 165,018 22.32 158,962 0.90 160,810 4.06 161,835 0.74 163,725 3.35 163,689 10.79
6 78,454 21.34 75,795 0.85 76,389 4.04 77,095 0.70 77,707 3.33 77,672 10.92
7 59,622 19.71 57,602 0.78 57,813 4.00 58,631 0.64 58,852 3.30 58,846 11.10
Ukupno 3,450,818 22.96 3,320,148 0.92 3,349,919 4.08 3,376,421 0.77 3,407,052 3.38 3,405,698 10.02

cattle - hol - td - 1801



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 75,869 21.15 71,945 0.85 72,177 4.08 73,358 0.72 73,606 3.44 73,614 10.10
2008_04 82,140 22.40 77,216 0.89 77,663 4.05 79,123 0.76 79,592 3.42 79,612 9.90
2009_01 82,833 22.50 77,499 0.90 77,889 4.07 79,587 0.75 80,007 3.41 80,021 9.97
2009_02 65,195 21.66 61,065 0.87 61,231 4.09 62,618 0.72 62,800 3.40 62,788 10.07
2009_03 76,855 21.82 72,055 0.88 72,271 4.11 73,523 0.73 73,751 3.40 73,733 10.16
2009_04 71,586 22.71 67,694 0.92 68,144 4.11 69,162 0.76 69,646 3.39 69,627 10.03
2010_01 65,101 23.00 61,467 0.93 61,933 4.09 62,988 0.76 63,475 3.37 63,453 10.11
2010_02 54,560 22.08 51,516 0.89 51,727 4.11 52,596 0.73 52,817 3.38 52,823 10.13
2010_03 67,718 21.50 64,387 0.87 64,617 4.07 65,349 0.73 65,591 3.41 65,610 10.19
2010_04 71,882 22.63 68,234 0.91 68,665 4.05 69,301 0.76 69,752 3.39 69,760 9.98
2011_01 72,369 23.04 68,854 0.93 69,353 4.07 70,066 0.77 70,583 3.39 70,563 10.07
2011_02 61,177 22.22 57,734 0.90 58,038 4.09 58,957 0.74 59,281 3.40 59,234 10.10
2011_03 89,622 22.75 85,549 0.91 85,979 4.06 86,853 0.76 87,291 3.40 87,215 10.12
2011_04 87,822 23.30 83,917 0.94 84,420 4.07 85,437 0.78 85,956 3.37 85,973 9.92
2012_01 82,421 22.63 78,672 0.90 79,329 4.05 80,193 0.75 80,880 3.36 80,878 10.08
2012_02 61,120 21.71 58,914 0.87 59,255 4.07 59,968 0.72 60,316 3.37 60,320 10.11
2012_03 78,334 21.98 76,172 0.88 76,452 4.06 77,220 0.74 77,508 3.39 77,514 10.19
2012_04 80,891 23.52 78,795 0.95 79,441 4.08 80,098 0.78 80,759 3.37 80,765 10.01
2013_01 79,620 23.64 77,592 0.95 78,522 4.07 79,167 0.78 80,127 3.35 80,135 10.05
2013_02 54,447 22.90 53,347 0.92 53,827 4.07 54,286 0.76 54,784 3.36 54,788 10.08
2013_03 72,640 23.23 71,735 0.93 72,293 4.03 72,622 0.78 73,201 3.38 73,206 10.14
2013_04 75,071 24.46 74,249 0.98 75,209 4.05 75,064 0.81 76,044 3.36 76,042 9.96
2014_01 76,683 24.49 75,989 0.98 76,960 4.05 76,681 0.81 77,665 3.35 77,653 9.87
2014_02 54,826 23.54 54,402 0.94 54,917 4.03 54,826 0.78 55,352 3.36 55,349 9.97
2014_03 74,467 23.72 73,969 0.94 74,551 3.99 74,465 0.79 75,056 3.38 75,054 10.07
2014_04 80,391 24.83 79,849 0.99 80,883 4.00 80,391 0.82 81,436 3.36 81,429 9.88
2015_01 72,829 24.85 72,177 0.99 73,457 4.04 72,826 0.82 74,124 3.36 74,118 9.95
2015_02 55,143 24.34 54,763 0.97 55,484 4.04 55,142 0.81 55,877 3.38 55,874 10.03
2015_03 66,126 24.57 65,791 0.98 66,369 4.05 66,123 0.82 66,706 3.39 66,701 10.06
2015_04 72,410 25.76 71,864 1.04 73,190 4.09 72,407 0.86 73,743 3.38 73,741 9.84
2016_01 71,256 25.75 70,509 1.04 72,097 4.11 71,254 0.86 72,860 3.38 72,851 9.93
2016_02 51,440 24.73 50,919 1.00 51,617 4.10 51,437 0.83 52,145 3.40 52,143 9.96
2016_03 67,120 25.20 66,534 1.01 67,265 4.06 67,119 0.85 67,858 3.41 67,856 10.07
2016_04 68,573 26.42 67,837 1.06 69,174 4.06 68,570 0.89 69,920 3.39 69,917 9.94
2017_01 64,597 27.07 63,764 1.08 65,829 4.05 64,597 0.90 66,679 3.37 66,660 9.91
2017_02 35,822 27.51 35,428 1.09 36,329 3.99 35,820 0.90 36,726 3.32 36,714 9.93
2017_03 34,598 28.72 34,230 1.14 35,110 3.99 34,594 0.94 35,481 3.30 35,463 9.91
2017_04 18,674 30.61 18,358 1.24 19,368 4.06 18,673 0.99 19,699 3.23 19,696 9.68
Ukupno 3,450,818 22.96 3,320,148 0.92 3,349,919 4.08 3,376,421 0.77 3,407,052 3.38 3,405,698 10.02

cattle - hol - td - 1801



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 208,297 21.41 202,494 0.88 203,683 4.13 205,161 0.71 206,368 3.37 206,209 10.24
Kr-zag 33,363 20.71 32,132 0.84 32,184 4.08 32,469 0.69 32,522 3.39 32,565 9.95
Sisac 103,743 19.17 99,378 0.78 99,468 4.10 101,887 0.64 101,984 3.39 102,015 10.24
Karlov 97,425 21.90 93,291 0.83 94,304 3.88 94,802 0.71 95,852 3.31 95,808 10.25
Varaz 85,103 19.33 82,649 0.80 82,767 4.17 83,832 0.63 83,951 3.32 83,792 10.25
Ko-krz 274,260 19.59 266,567 0.82 266,889 4.23 269,723 0.65 270,056 3.38 270,101 10.20
Bj-bil 399,369 20.71 386,501 0.87 387,223 4.21 391,630 0.70 392,376 3.40 392,290 10.26
Licka 14,609 19.30 14,204 0.76 14,208 4.03 14,358 0.64 14,362 3.34 14,365 10.20
Vi-pod 71,749 19.45 69,078 0.80 69,221 4.15 69,854 0.64 70,004 3.35 70,000 10.01
Pozes 36,082 19.67 34,542 0.79 34,565 4.05 34,989 0.66 35,013 3.39 34,972 10.05
Br-pos 82,302 18.88 79,771 0.75 79,923 4.02 80,737 0.63 80,892 3.39 80,912 10.29
Osjec 1,250,880 25.86 1,202,927 1.03 1,223,054 4.03 1,226,088 0.87 1,246,759 3.40 1,245,613 9.83
Vu-sri 476,316 23.44 454,907 0.94 459,380 4.07 462,867 0.78 467,488 3.38 467,538 9.99
Zadar 119,256 23.36 111,136 0.85 111,401 3.76 114,617 0.76 114,903 3.33 115,220 9.65
Istra 47,419 26.23 45,607 0.97 46,391 3.75 46,143 0.87 46,951 3.36 46,901 9.62
Međim 150,645 21.18 144,964 0.88 145,258 4.19 147,264 0.71 147,571 3.39 147,397 10.18
Ukupno 3,450,818 22.96 3,320,148 0.92 3,349,919 4.08 3,376,421 0.77 3,407,052 3.38 3,405,698 10.02

cattle - hol - td - 1801



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 41 0.69 49 0.82
3 892 14.99 941 15.81
4 600 10.08 1541 25.89
5-10 1974 33.17 3515 59.06
11-20 1144 19.22 4659 78.28
21-30 458 7.69 5117 85.97
31-40 237 3.98 5354 89.95
41-50 139 2.34 5493 92.29
51-100 248 4.17 5741 96.45
101-150 69 1.16 5810 97.61
151-200 38 0.64 5848 98.25
201-250 20 0.34 5868 98.59
> 250 84 1.41 5952 100.00

cattle - hol - td - 1801



The SGPlot Procedure