CRO BV Cattle

Opisna statistika podataka za izračun UV

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

4327468
4327468
4327468
4327468
4327468
4327468
4327468
4327468
4327468
4327468
4327468
4324064
4155978
4152718
4236789
4233396
3938035
4235264
4327468
4327468
4327468
4327468
4327468
4327468
4327468
4327468
4324064
4152718
4155978
4233396
4236789
3938035
4235264
4327468
4327468
4327468
4327468
4327468
4327468
4327468
4327468

3.164
16762.265
18471.513
18639.843
2005.393
56.041
2010.069
6.577
2010.540
6.443
15.688
15.950
4.110
0.651
3.426
0.540
18.712
9.807
168.330
-747193.756
7.469
1.327
3.094
2.506
2010.155
0.002
15.950
0.651
4.110
0.540
3.426
18.712
9.807
54.721
3.094
6.867
27.126
7237.050
41444.070
295049.707
174620.608

2.053
1549.741
1343.746
1343.704
4.248
27.764
3.690
3.446
3.694
3.497
8.607
5.880
0.849
0.267
0.454
0.194
10.924
2.084
99.213
3388185.931
4.893
0.469
1.880
1.112
3.683
1.734
5.880
0.267
0.849
0.194
0.454
10.924
2.084
196.895
1.880
3.944
14.693
3482.180
22527.719
169132.933
76961.281

1.000
11109.000
16071.000
16078.000
1990.000
18.000
2004.000
1.000
2004.000
1.000
1.000
3.000
1.500
0.045
1.500
0.067
1.000
3.000
5.000
-21261978.00
1.000
1.000
1.000
1.000
2004.000
-8.974
3.000
0.045
1.500
0.067
1.500
1.000
3.000
3.000
1.000
1.000
1.000
1.000
1.000
1.000
6.000

10.000
20483.000
21084.000
21091.000
2016.000
180.000
2017.000
12.000
2017.000
12.000
31.000
50.000
7.000
3.274
7.000
2.672
70.000
17.118
400.000
190130.000
20.000
2.000
7.000
4.000
2017.000
10.026
50.000
3.274
7.000
2.672
7.000
70.000
17.118
1494.000
7.000
16.000
54.000
13650.000
81802.000
586535.000
295186.000

cattle - sim - td - 1703

Analiza nepročišćenih ulaznih podataka

region	Frequency	Cumulative Frequency
	177739	177739
0	8	177747
1	752445	930192
2	163476	1093668
3	265999	1359667
4	177147	1536814
5	145667	1682481
6	1028338	2710819
7	1036312	3747131
8	4360	3751491
9	35482	3786973
10	195318	3982291
11	213963	4196254
12	266699	4462953
13	905	4463858
14	372407	4836265
15	2105	4838370
16	336166	5174536
17	4558	5179094
18	14748	5193842
19	403	5194245
20	189250	5383495
22	24426	5407921

parity	Frequency	Cumulative Frequency
0	1	1
1	1375707	1375708
2	1135283	2510991
3	910713	3421704
4	681992	4103696
5	484430	4588126
6	329933	4918059
7	213192	5131251
8	130879	5262130
9	74184	5336314
10	39648	5375962
11	18760	5394722
12	7976	5402698
13	3235	5405933
14	1229	5407162
15	451	5407613
16	106	5407719
17	31	5407750
18	11	5407761
20	14	5407775
21	9	5407784
22	6	5407790
23	9	5407799
28	13	5407812
30	14	5407826
31	17	5407843
33	6	5407849
40	10	5407859
43	2	5407861
50	8	5407869
51	8	5407877
53	9	5407886
55	9	5407895
61	1	5407896
66	6	5407902
71	8	5407910
80	2	5407912
81	6	5407918
91	3	5407921

type	Frequency	Cumulative Frequency
	3703680	3703680
A2	1118542	4822222
A3	1736	4823958
A4	267	4824225
A6	2	4824227
B1	1192	4825419
B2	577926	5403345
B3	4576	5407921

cattle - sim - td - 1703

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
Godina kontrole	N	Mean	N	Mean	N	Mean	N	Mean	N	Mean	N	Mean
2004	83,798	14.14	80,285	0.57	80,371	4.10	82,152	0.48	82,240	3.42	81,691	9.87
2005	275,482	14.45	262,849	0.60	263,011	4.16	268,682	0.49	268,853	3.46	269,087	9.75
2006	362,519	14.90	343,560	0.61	343,852	4.15	351,502	0.50	351,806	3.44	351,504	9.82
2007	385,770	15.42	363,713	0.64	364,068	4.18	373,418	0.53	373,791	3.46	372,925	9.75
2008	423,665	15.58	400,109	0.64	400,455	4.11	410,381	0.53	410,739	3.44	410,815	9.75
2009	411,842	16.36	390,978	0.66	391,323	4.10	400,432	0.56	400,789	3.46	400,827	9.79
2010	286,069	16.60	268,201	0.68	268,416	4.12	274,041	0.56	274,266	3.44	274,351	9.86
2011	297,630	16.61	283,302	0.68	283,536	4.09	289,401	0.56	289,649	3.42	289,565	9.84
2012	335,349	16.57	316,255	0.68	316,566	4.10	323,253	0.56	323,584	3.39	323,565	9.78
2013	312,643	16.12	304,467	0.66	304,857	4.12	310,843	0.54	311,246	3.41	311,258	9.78
2014	311,759	15.78	308,884	0.64	309,076	4.09	311,758	0.53	311,953	3.40	311,919	9.82
2015	312,647	16.00	309,753	0.65	309,860	4.06	312,645	0.54	312,756	3.40	312,746	9.88
2016	306,696	16.66	303,796	0.68	303,929	4.11	306,693	0.56	306,828	3.41	306,729	9.86
2017	218,195	17.40	216,566	0.69	216,658	4.01	218,195	0.58	218,289	3.38	218,282	9.85
Ukupno	4,324,064	15.95	4,152,718	0.65	4,155,978	4.11	4,233,396	0.54	4,236,789	3.43	4,235,264	9.81

cattle - sim - td - 1703

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	1,083,652	15.36	1,041,341	0.63	1,042,066	4.15	1,058,917	0.52	1,059,674	3.41	1,059,161	9.32
2	935,569	16.26	898,769	0.67	899,518	4.16	915,347	0.56	916,122	3.47	915,832	9.61
3	753,946	16.68	724,017	0.68	724,671	4.12	738,310	0.57	739,000	3.44	738,764	9.85
4	552,894	16.46	530,949	0.67	531,386	4.09	541,897	0.56	542,351	3.42	542,178	10.06
5	387,830	16.09	372,531	0.65	372,816	4.05	380,363	0.54	380,661	3.41	380,512	10.21
6	258,171	15.60	247,652	0.62	247,826	4.02	253,136	0.52	253,312	3.40	253,226	10.34
7	352,002	14.68	337,459	0.58	337,695	3.97	345,426	0.49	345,669	3.37	345,591	10.49
Ukupno	4,324,064	15.95	4,152,718	0.65	4,155,978	4.11	4,233,396	0.54	4,236,789	3.43	4,235,264	9.81

cattle - sim - td - 1703

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_01	15,602	12.14	14,748	0.51	14,779	4.28	15,027	0.43	15,059	3.62	15,011	10.05
2004_02	39,670	12.42	38,184	0.52	38,228	4.25	38,963	0.44	39,008	3.57	38,882	9.98
2004_03	62,414	13.15	60,451	0.55	60,509	4.21	61,713	0.46	61,773	3.53	61,605	9.91
2004_04	60,669	14.20	58,507	0.59	58,542	4.17	59,843	0.49	59,880	3.47	59,779	9.63
2005_01	68,433	14.70	65,293	0.61	65,336	4.16	66,799	0.50	66,843	3.46	66,856	9.70
2005_02	73,634	14.34	69,809	0.59	69,855	4.17	71,407	0.49	71,457	3.49	71,563	9.87
2005_03	84,704	13.76	80,424	0.57	80,483	4.19	81,952	0.48	82,012	3.50	82,117	9.95
2005_04	83,960	14.65	79,525	0.61	79,582	4.17	81,210	0.50	81,271	3.45	81,384	9.75
2006_01	91,279	15.28	86,335	0.63	86,433	4.12	88,469	0.51	88,571	3.41	88,557	9.76
2006_02	91,465	14.93	86,374	0.61	86,450	4.15	88,518	0.50	88,599	3.44	88,493	9.85
2006_03	98,205	14.65	93,374	0.60	93,452	4.16	95,520	0.50	95,600	3.48	95,237	9.89
2006_04	96,302	15.38	91,203	0.63	91,285	4.14	93,287	0.52	93,373	3.44	93,078	9.67
2007_01	96,975	15.89	91,322	0.65	91,417	4.15	93,902	0.54	94,000	3.44	93,800	9.70
2007_02	90,917	15.37	85,458	0.64	85,569	4.22	87,874	0.52	87,989	3.48	87,795	9.79
2007_03	111,187	14.82	105,533	0.62	105,620	4.24	108,231	0.51	108,322	3.49	108,176	9.86
2007_04	105,478	15.47	99,704	0.65	99,791	4.16	102,273	0.53	102,362	3.43	102,291	9.65
2008_01	108,848	16.11	102,365	0.66	102,438	4.08	105,225	0.54	105,298	3.40	105,266	9.71
2008_02	96,557	15.72	90,386	0.63	90,462	4.07	92,797	0.53	92,880	3.44	92,901	9.79
2008_03	109,946	15.47	104,280	0.63	104,376	4.09	106,572	0.53	106,670	3.49	106,728	9.85
2008_04	100,550	16.20	95,348	0.66	95,449	4.08	97,627	0.56	97,731	3.46	97,783	9.73
2009_01	102,703	16.85	97,288	0.68	97,380	4.07	99,821	0.57	99,916	3.44	99,899	9.74
2009_02	93,150	16.57	88,390	0.67	88,441	4.09	90,582	0.56	90,636	3.45	90,638	9.82
2009_03	100,313	16.42	95,489	0.67	95,545	4.11	97,546	0.56	97,605	3.45	97,616	9.86
2009_04	80,801	17.15	76,237	0.71	76,295	4.12	78,186	0.58	78,249	3.41	78,267	9.73
2010_01	72,805	17.47	68,292	0.71	68,358	4.09	69,987	0.58	70,055	3.38	70,099	9.81
2010_02	61,775	16.65	57,816	0.67	57,864	4.07	59,014	0.56	59,065	3.42	59,091	9.87
2010_03	68,690	15.91	64,589	0.65	64,624	4.09	65,740	0.54	65,776	3.45	65,801	9.92
2010_04	64,789	16.46	61,142	0.67	61,204	4.07	62,257	0.56	62,323	3.43	62,281	9.74
2011_01	76,759	16.71	72,728	0.68	72,813	4.09	74,301	0.56	74,390	3.43	74,356	9.82
2011_02	76,034	16.35	71,622	0.67	71,694	4.14	73,375	0.56	73,450	3.44	73,414	9.87
2011_03	90,920	16.28	85,834	0.67	85,882	4.13	87,597	0.55	87,650	3.43	87,623	9.92
2011_04	82,330	16.78	77,534	0.69	77,626	4.11	79,227	0.56	79,328	3.39	79,385	9.69
2012_01	82,699	17.17	77,995	0.69	78,072	4.08	79,847	0.57	79,927	3.36	79,937	9.72
2012_02	81,823	16.29	78,007	0.66	78,080	4.13	79,902	0.55	79,978	3.41	79,965	9.81
2012_03	86,580	15.79	83,567	0.65	83,652	4.14	85,203	0.53	85,290	3.42	85,293	9.88
2012_04	76,532	16.53	74,306	0.68	74,457	4.13	75,763	0.56	75,921	3.39	75,911	9.71
2013_01	79,250	16.74	77,063	0.68	77,165	4.09	78,775	0.56	78,880	3.37	78,883	9.72
2013_02	69,753	15.78	68,018	0.64	68,062	4.11	69,514	0.53	69,559	3.40	69,559	9.80
2013_03	87,470	15.38	86,126	0.63	86,163	4.13	87,463	0.53	87,502	3.45	87,497	9.86
2013_04	76,596	16.22	75,793	0.66	75,840	4.10	76,595	0.55	76,642	3.40	76,637	9.73
2014_01	73,968	16.36	73,291	0.66	73,358	4.07	73,968	0.54	74,038	3.38	74,026	9.80
2014_02	72,073	15.65	71,373	0.63	71,400	4.07	72,072	0.52	72,099	3.40	72,094	9.86
2014_03	87,013	15.26	86,267	0.61	86,301	4.05	87,013	0.52	87,048	3.41	87,041	9.92
2014_04	78,602	15.87	77,917	0.64	77,948	4.03	78,602	0.53	78,633	3.38	78,630	9.79
2015_01	78,103	16.44	77,305	0.66	77,338	4.04	78,102	0.55	78,137	3.36	78,135	9.82
2015_02	75,047	16.10	74,319	0.65	74,351	4.08	75,047	0.54	75,080	3.40	75,074	9.94
2015_03	80,889	15.96	80,186	0.65	80,215	4.11	80,889	0.54	80,918	3.43	80,914	9.98
2015_04	75,843	16.76	75,197	0.69	75,227	4.11	75,842	0.57	75,873	3.40	75,857	9.77
2016_01	79,066	17.19	78,320	0.70	78,355	4.07	79,064	0.57	79,100	3.37	79,077	9.82
2016_02	68,200	16.69	67,435	0.68	67,461	4.11	68,200	0.56	68,226	3.41	68,203	9.86
2016_03	99,739	17.08	98,883	0.69	98,917	4.05	99,739	0.57	99,773	3.40	99,745	9.93
2016_04	69,597	17.59	69,048	0.71	69,080	4.05	69,597	0.59	69,630	3.38	69,624	9.76
2017_01	56,332	19.08	55,910	0.74	55,939	3.90	56,332	0.62	56,362	3.25	56,360	9.71
2017_02	31,025	20.14	30,808	0.76	30,815	3.76	31,025	0.63	31,032	3.13	31,030	9.67
Ukupno	4,324,064	15.95	4,152,718	0.65	4,155,978	4.11	4,233,396	0.54	4,236,789	3.43	4,235,264	9.81

cattle - sim - td - 1703

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	623,850	15.72	598,226	0.64	598,565	4.12	612,068	0.53	612,423	3.43	611,886	9.76
Kr-zag	132,295	15.57	126,670	0.63	126,873	4.05	128,718	0.52	128,930	3.39	129,087	9.48
Sisac	219,735	15.76	209,377	0.64	209,446	4.06	216,303	0.53	216,376	3.42	216,442	9.86
Karlov	124,149	16.51	120,131	0.65	120,237	4.00	122,316	0.55	122,426	3.37	122,323	9.68
Varaz	114,461	15.60	110,915	0.65	111,012	4.18	113,062	0.53	113,163	3.43	113,006	9.68
Ko-krz	915,892	15.33	889,018	0.64	889,784	4.20	901,927	0.52	902,721	3.42	902,475	9.73
Bj-bil	905,803	15.84	870,551	0.65	870,849	4.14	884,054	0.53	884,369	3.42	884,354	9.98
Licka	25,637	13.62	24,225	0.55	24,230	4.05	25,236	0.46	25,241	3.41	25,210	10.02
Vi-pod	159,064	15.37	153,421	0.62	153,618	4.10	154,983	0.52	155,188	3.43	155,154	9.71
Pozes	172,037	16.72	163,368	0.66	163,437	3.98	166,506	0.57	166,578	3.43	166,457	9.55
Br-pos	204,619	15.13	198,444	0.60	198,518	4.02	200,724	0.51	200,800	3.42	200,803	9.92
Osjec	287,637	17.45	270,784	0.69	271,020	4.01	278,313	0.60	278,553	3.46	278,249	9.92
Vu-sri	273,059	17.61	257,345	0.70	257,998	4.01	266,055	0.60	266,735	3.45	266,677	9.84
Zadar	6,485	15.50	6,337	0.61	6,352	3.97	6,421	0.52	6,436	3.38	6,439	9.85
Istra	10,986	20.33	10,552	0.81	10,583	4.02	10,722	0.71	10,758	3.55	10,770	9.28
Međim	148,355	16.81	143,354	0.70	143,456	4.18	145,988	0.57	146,092	3.44	145,932	9.86
Ukupno	4,324,064	15.95	4,152,718	0.65	4,155,978	4.11	4,233,396	0.54	4,236,789	3.43	4,235,264	9.81

cattle - sim - td - 1703

Utjecaj stada

Distribucija veličine stada

Distribucija veličine stada
n_herd_anim	Frequency	Percent	Cumulative Frequency	Cumulative Percent
1	13	0.10	13	0.10
2	65	0.48	78	0.57
3	1080	7.91	1158	8.48
4	982	7.19	2140	15.68
5-10	4817	35.29	6957	50.97
11-20	3502	25.66	10459	76.62
21-30	1444	10.58	11903	87.20
31-40	733	5.37	12636	92.57
41-50	364	2.67	13000	95.24
51-100	532	3.90	13532	99.14
101-150	63	0.46	13595	99.60
151-200	20	0.15	13615	99.74
201-250	15	0.11	13630	99.85
> 250	20	0.15	13650	100.00

cattle - sim - td - 1703