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
 
 
 
 
 
 
 
 
2733233
2733233
2733233
2733233
2733233
2733233
2733233
2733233
2733233
2733233
2733233
2717002
2607928
2592433
2658710
2642517
2554778
2657450
2733233
2733233
2733233
2733233
2733233
2733233
2733233
2733233
2717002
2592433
2607928
2642517
2658710
2554778
2657450
2733233
2733233
2733233
2733233
2733233
2733233
2733233
2733233
2.294
16873.077
18254.760
18430.776
2005.685
45.301
2009.459
6.769
2009.970
6.416
15.761
22.271
4.084
0.896
3.383
0.742
22.373
10.031
176.016
-482215.605
11.252
1.220
2.284
2.539
2009.558
0.011
22.271
0.896
4.084
0.742
3.383
22.373
10.031
344.954
2.284
9.759
23.773
3402.740
14118.532
167754.208
123681.201
1.465
1161.699
1030.301
1026.571
3.184
21.026
2.830
3.511
2.826
3.533
8.320
8.566
0.902
0.378
0.447
0.271
10.014
2.086
105.190
2753516.869
5.170
0.414
1.428
1.147
2.828
1.988
8.566
0.378
0.902
0.271
0.447
10.014
2.086
490.695
1.428
3.986
11.267
1478.998
7903.427
96938.056
53822.357
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
-8.650
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
8.000
10.000
19582.000
20169.000
20174.000
2013.000
180.000
2015.000
12.000
2015.000
12.000
31.000
50.000
7.000
3.458
7.000
2.620
70.000
17.819
400.000
177191.000
20.000
2.000
7.000
4.000
2015.000
10.350
50.000
3.458
7.000
2.620
7.000
70.000
17.819
2272.000
7.000
16.000
44.000
5763.000
29285.000
335293.000
214939.000

cattle - hol - td - 1501



Analiza nepročišćenih ulaznih podataka

region Frequency Cumulative
Frequency
  91743 91743
1 201862 293605
2 41282 334887
3 123147 458034
4 120939 578973
5 107475 686448
6 287086 973534
7 420241 1393775
8 8357 1402132
9 16725 1418857
10 77899 1496756
11 50619 1547375
12 103540 1650915
13 92009 1742924
14 1160113 2903037
15 9129 2912166
16 472286 3384452
17 8980 3393432
18 41247 3434679
19 8 3434687
20 158189 3592876
22 4498 3597374

parity Frequency Cumulative
Frequency
1 1397225 1397225
2 948960 2346185
3 592981 2939166
4 331092 3270258
5 171587 3441845
6 85702 3527547
7 40409 3567956
8 17806 3585762
9 7013 3592775
10 2689 3595464
11 1074 3596538
12 394 3596932
13 118 3597050
14 75 3597125
15 24 3597149
16 6 3597155
17 23 3597178
18 23 3597201
20 14 3597215
21 14 3597229
22 18 3597247
24 3 3597250
25 15 3597265
31 13 3597278
32 6 3597284
34 7 3597291
40 2 3597293
41 10 3597303
42 7 3597310
43 5 3597315
44 15 3597330
56 8 3597338
61 7 3597345
65 14 3597359
81 3 3597362
91 9 3597371
97 2 3597373
99 1 3597374

type Frequency Cumulative
Frequency
  2861780 2861780
4 2 2861782
A1 2973 2864755
A2 2650 2867405
A3 940 2868345
A4 478145 3346490
B2 708 3347198
B4 250174 3597372
B6 2 3597374

cattle - hol - td - 1501



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 27,190 20.72 24,956 0.82 25,048 4.07 25,451 0.67 25,552 3.29 25,763 10.24
2005 136,988 20.91 128,237 0.84 128,554 4.10 130,569 0.69 130,903 3.36 130,062 9.98
2006 213,358 21.23 202,354 0.84 203,092 4.06 207,122 0.70 207,914 3.36 208,213 9.97
2007 249,871 21.46 234,842 0.87 236,215 4.15 240,780 0.72 242,265 3.41 241,500 9.95
2008 282,505 21.28 265,138 0.86 266,634 4.10 271,655 0.71 273,249 3.39 273,216 10.02
2009 307,988 22.04 289,410 0.88 290,620 4.08 296,447 0.74 297,744 3.41 297,777 10.01
2010 257,824 22.19 243,293 0.90 244,604 4.11 248,269 0.74 249,648 3.40 249,570 10.13
2011 287,288 22.82 273,378 0.92 275,044 4.06 278,417 0.76 280,152 3.39 280,108 10.06
2012 316,750 22.55 303,377 0.90 305,232 4.06 308,314 0.75 310,227 3.37 310,169 10.07
2013 298,438 22.98 291,373 0.93 293,508 4.08 296,693 0.76 298,912 3.37 298,964 10.09
2014 280,614 23.81 278,428 0.95 280,952 4.03 280,612 0.79 283,170 3.36 283,135 9.99
2015 58,188 24.66 57,647 1.01 58,425 4.15 58,188 0.83 58,974 3.40 58,973 9.96
Ukupno 2,717,002 22.27 2,592,433 0.90 2,607,928 4.08 2,642,517 0.74 2,658,710 3.38 2,657,450 10.03

cattle - hol - td - 1501



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 1,042,688 21.38 993,364 0.85 995,253 4.06 1,011,464 0.71 1,013,470 3.37 1,012,970 9.61
2 734,065 23.16 700,422 0.94 705,935 4.11 714,160 0.78 719,910 3.42 719,391 9.99
3 459,962 23.33 439,581 0.95 444,310 4.11 448,439 0.78 453,368 3.38 453,260 10.33
4 246,917 22.61 235,788 0.91 237,853 4.09 240,662 0.75 242,815 3.36 242,756 10.59
5 126,076 21.68 120,396 0.87 121,265 4.07 122,877 0.71 123,781 3.34 123,745 10.78
6 60,749 20.84 58,242 0.83 58,543 4.05 59,374 0.68 59,688 3.32 59,655 10.89
7 46,545 19.43 44,640 0.77 44,769 4.00 45,541 0.63 45,678 3.30 45,673 11.06
Ukupno 2,717,002 22.27 2,592,433 0.90 2,607,928 4.08 2,642,517 0.74 2,658,710 3.38 2,657,450 10.03

cattle - hol - td - 1501



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 21,945 19.09 20,961 0.78 21,021 4.15 21,301 0.64 21,369 3.41 21,202 10.32
2004_04 29,023 20.66 27,444 0.83 27,514 4.10 27,880 0.69 27,951 3.37 27,607 9.96
2005_01 50,524 20.45 47,373 0.83 47,510 4.16 48,175 0.68 48,315 3.42 48,148 10.00
2005_02 35,220 20.07 33,012 0.80 33,071 4.12 33,540 0.67 33,607 3.42 33,582 10.14
2005_03 45,438 19.87 42,665 0.77 42,779 4.02 43,508 0.67 43,629 3.41 43,606 10.06
2005_04 52,381 21.37 49,496 0.84 49,683 4.03 50,697 0.71 50,895 3.37 50,914 9.83
2006_01 56,966 21.66 53,839 0.87 54,090 4.08 55,076 0.72 55,339 3.36 55,362 9.97
2006_02 46,785 20.63 44,251 0.84 44,369 4.14 45,279 0.69 45,406 3.40 45,423 10.04
2006_03 62,553 20.51 59,434 0.83 59,556 4.13 60,573 0.69 60,710 3.41 60,671 10.07
2006_04 68,597 21.67 64,222 0.87 64,549 4.12 65,832 0.73 66,193 3.40 66,212 9.86
2007_01 62,436 21.86 58,593 0.88 59,129 4.13 60,175 0.73 60,772 3.39 60,637 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 76,171 20.61 72,060 0.85 72,335 4.19 73,687 0.70 73,976 3.44 73,827 10.04
2007_04 74,647 21.80 69,892 0.89 70,306 4.13 71,836 0.73 72,274 3.38 72,089 9.95
2008_01 73,163 21.75 68,394 0.87 68,961 4.09 70,341 0.72 70,942 3.37 70,921 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 75,868 21.15 71,943 0.85 72,175 4.08 73,356 0.72 73,604 3.44 73,612 10.10
2008_04 82,050 22.39 77,128 0.89 77,574 4.05 79,036 0.76 79,504 3.42 79,523 9.91
2009_01 82,583 22.48 77,257 0.90 77,646 4.07 79,338 0.75 79,757 3.41 79,772 9.97
2009_02 65,206 21.66 61,078 0.87 61,244 4.09 62,631 0.72 62,813 3.40 62,801 10.07
2009_03 76,793 21.81 71,996 0.88 72,212 4.11 73,462 0.73 73,690 3.40 73,672 10.16
2009_04 71,538 22.70 67,647 0.92 68,097 4.11 69,113 0.76 69,597 3.39 69,578 10.03
2010_01 64,957 22.98 61,325 0.93 61,787 4.09 62,848 0.76 63,331 3.37 63,309 10.11
2010_02 54,504 22.07 51,463 0.89 51,672 4.11 52,542 0.73 52,761 3.38 52,767 10.13
2010_03 67,623 21.49 64,297 0.87 64,526 4.07 65,254 0.72 65,495 3.41 65,514 10.19
2010_04 71,925 22.63 68,273 0.91 68,704 4.05 69,340 0.76 69,791 3.39 69,799 9.98
2011_01 72,495 23.03 68,977 0.93 69,463 4.07 70,190 0.77 70,694 3.39 70,674 10.07
2011_02 61,317 22.21 57,869 0.90 58,158 4.09 59,095 0.74 59,404 3.40 59,357 10.10
2011_03 89,802 22.73 85,712 0.91 86,136 4.06 87,019 0.76 87,451 3.40 87,373 10.13
2011_04 88,196 23.28 84,270 0.94 84,779 4.07 85,801 0.78 86,327 3.37 86,344 9.92
2012_01 83,309 22.62 79,501 0.90 80,153 4.05 81,049 0.75 81,732 3.36 81,731 10.08
2012_02 61,809 21.65 59,559 0.87 59,889 4.08 60,632 0.72 60,970 3.37 60,974 10.12
2012_03 79,700 21.91 77,476 0.88 77,726 4.06 78,556 0.73 78,811 3.39 78,817 10.19
2012_04 82,498 23.35 80,281 0.94 80,817 4.08 81,690 0.78 82,240 3.37 82,248 10.02
2013_01 80,989 23.49 78,931 0.94 79,693 4.07 80,538 0.77 81,325 3.35 81,335 10.06
2013_02 54,985 22.77 53,851 0.91 54,256 4.07 54,823 0.75 55,248 3.35 55,253 10.08
2013_03 73,135 23.11 72,192 0.92 72,612 4.03 73,115 0.77 73,551 3.38 73,557 10.14
2013_04 75,045 24.40 74,189 0.98 74,993 4.05 75,038 0.81 75,859 3.36 75,857 9.96
2014_01 75,337 24.54 74,681 0.98 75,524 4.05 75,335 0.81 76,192 3.35 76,178 9.86
2014_02 50,074 24.13 49,673 0.96 50,074 4.02 50,074 0.79 50,482 3.33 50,479 9.95
2014_03 51,449 25.20 51,067 0.99 51,452 3.96 51,449 0.82 51,837 3.30 51,835 10.02
2014_04 34,982 27.60 34,657 1.10 35,284 3.99 34,982 0.89 35,615 3.22 35,615 9.68
2015_01 12,505 28.22 12,235 1.17 12,650 4.15 12,505 0.89 12,925 3.15 12,924 9.78
Ukupno 2,717,002 22.27 2,592,433 0.90 2,607,928 4.08 2,642,517 0.74 2,658,710 3.38 2,657,450 10.03

cattle - hol - td - 1501



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 145,660 19.88 140,418 0.82 140,660 4.18 142,520 0.66 142,769 3.37 142,613 10.27
Kr-zag 28,346 20.33 27,136 0.82 27,166 4.10 27,453 0.68 27,483 3.40 27,527 9.98
Sisac 94,629 19.12 90,350 0.78 90,441 4.14 92,769 0.64 92,866 3.39 92,899 10.24
Karlov 80,065 21.50 75,939 0.82 76,903 3.92 77,428 0.70 78,430 3.31 78,386 10.27
Varaz 77,223 19.26 74,826 0.80 74,941 4.18 75,950 0.63 76,066 3.32 75,907 10.23
Ko-krz 219,905 19.21 212,506 0.81 212,684 4.27 215,358 0.64 215,543 3.38 215,586 10.18
Bj-bil 330,009 20.23 317,747 0.85 318,257 4.23 322,264 0.68 322,793 3.40 322,785 10.28
Licka 11,980 19.18 11,582 0.76 11,585 4.05 11,729 0.63 11,732 3.34 11,735 10.18
Vi-pod 57,416 19.02 54,841 0.79 54,971 4.16 55,520 0.63 55,658 3.35 55,653 9.98
Pozes 33,153 19.75 31,625 0.79 31,653 4.06 32,053 0.66 32,082 3.39 32,041 10.05
Br-pos 69,096 18.08 66,695 0.72 66,750 4.03 67,517 0.60 67,574 3.39 67,594 10.30
Osjec 945,231 25.20 900,263 1.00 909,883 4.02 920,412 0.84 930,461 3.40 929,327 9.84
Vu-sri 374,994 22.51 354,358 0.90 356,933 4.06 361,559 0.75 364,266 3.37 364,314 10.05
Zadar 104,093 23.54 96,036 0.86 96,227 3.74 99,456 0.77 99,667 3.33 99,984 9.63
18 33,090 25.92 31,405 0.94 31,999 3.69 31,814 0.85 32,428 3.34 32,379 9.55
Međim 112,112 20.75 106,706 0.86 106,875 4.20 108,715 0.69 108,892 3.39 108,720 10.14
Ukupno 2,717,002 22.27 2,592,433 0.90 2,607,928 4.08 2,642,517 0.74 2,658,710 3.38 2,657,450 10.03

cattle - hol - td - 1501



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 40 0.69 48 0.83
3 859 14.91 907 15.74
4 575 9.98 1482 25.72
5-10 1929 33.47 3411 59.19
11-20 1139 19.76 4550 78.95
21-30 432 7.50 4982 86.45
31-40 230 3.99 5212 90.44
41-50 133 2.31 5345 92.75
51-100 234 4.06 5579 96.81
101-150 67 1.16 5646 97.97
151-200 32 0.56 5678 98.53
201-250 18 0.31 5696 98.84
> 250 67 1.16 5763 100.00

cattle - hol - td - 1501



The SGPlot Procedure