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

4026732
4026732
4026732
4026732
4026732
4026732
4026732
4026732
4026732
4026732
4026732
4023471
3857887
3854767
3936045
3932795
3653749
3934593
4026732
4026732
4026732
4026732
4026732
4026732
4026732
4026732
4023471
3854767
3857887
3932795
3936045
3653749
3934593
4026732
4026732
4026732
4026732
4026732
4026732
4026732
4026732

3.153
16599.082
18301.726
18469.690
2004.947
55.824
2009.604
6.580
2010.075
6.435
15.674
15.854
4.112
0.647
3.426
0.536
18.916
9.800
167.964
-809628.940
7.435
1.277
3.084
2.506
2009.691
0.002
15.854
0.647
4.112
0.536
3.426
18.916
9.800
34.985
3.084
6.843
25.269
7029.929
39689.160
276861.168
167732.543

2.050
1463.533
1235.199
1234.734
4.013
27.707
3.394
3.447
3.398
3.499
8.610
5.826
0.849
0.265
0.454
0.192
10.928
2.085
98.996
3504376.720
4.841
0.448
1.878
1.112
3.388
1.728
5.826
0.265
0.849
0.192
0.454
10.928
2.085
114.715
1.878
3.909
13.508
3374.150
21610.413
159278.049
74494.374

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
-8.941
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
20119.000
20708.000
20727.000
2015.000
180.000
2016.000
12.000
2016.000
12.000
31.000
50.000
7.000
3.274
7.000
2.672
70.000
17.118
400.000
183718.000
20.000
2.000
7.000
4.000
2016.000
10.059
50.000
3.274
7.000
2.672
7.000
70.000
17.118
1257.000
7.000
16.000
50.000
13415.000
78225.000
551845.000
284415.000

cattle - sim - td - 1603

Analiza nepročišćenih ulaznih podataka

region	Frequency	Cumulative Frequency
	177739	177739
0	8	177747
1	700170	877917
2	152681	1030598
3	248811	1279409
4	165679	1445088
5	137444	1582532
6	949523	2532055
7	970068	3502123
8	3886	3506009
9	32653	3538662
10	179448	3718110
11	205034	3923144
12	249030	4172174
13	782	4172956
14	344287	4517243
15	1739	4518982
16	324584	4843566
17	2802	4846368
18	13030	4859398
19	347	4859745
20	158754	5018499
22	20474	5038973

parity	Frequency	Cumulative Frequency
0	1	1
1	1289268	1289269
2	1060766	2350035
3	847927	3197962
4	632789	3830751
5	448279	4279030
6	304773	4583803
7	197882	4781685
8	121931	4903616
9	69370	4972986
10	36526	5009512
11	17328	5026840
12	7268	5034108
13	2999	5037107
14	1119	5038226
15	439	5038665
16	106	5038771
17	31	5038802
18	11	5038813
20	14	5038827
21	9	5038836
22	6	5038842
23	9	5038851
28	13	5038864
30	14	5038878
31	17	5038895
33	6	5038901
40	10	5038911
43	2	5038913
50	8	5038921
51	8	5038929
53	9	5038938
55	9	5038947
61	1	5038948
66	6	5038954
71	8	5038962
80	2	5038964
81	6	5038970
91	3	5038973

type	Frequency	Cumulative Frequency
	3703690	3703690
A2	873651	4577341
A4	16	4577357
A6	2	4577359
B1	927	4578286
B2	456746	5035032
B3	3941	5038973

cattle - sim - td - 1603

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	297,622	16.61	283,294	0.68	283,528	4.09	289,393	0.56	289,641	3.42	289,557	9.84
2012	335,271	16.56	316,183	0.68	316,494	4.10	323,176	0.56	323,507	3.39	323,488	9.78
2013	314,186	16.12	305,963	0.66	306,353	4.12	312,377	0.54	312,780	3.41	312,792	9.78
2014	314,470	15.77	311,575	0.64	311,769	4.08	314,469	0.53	314,666	3.40	314,632	9.82
2015	315,737	15.95	312,787	0.64	312,892	4.06	315,735	0.54	315,844	3.39	315,833	9.88
2016	217,040	16.72	215,270	0.67	215,355	4.05	217,037	0.56	217,123	3.35	217,091	9.80
Ukupno	4,023,471	15.85	3,854,767	0.65	3,857,887	4.11	3,932,795	0.54	3,936,045	3.43	3,934,593	9.80

cattle - sim - td - 1603

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	1,015,052	15.25	973,259	0.63	973,976	4.15	990,314	0.52	991,062	3.41	990,564	9.31
2	874,110	16.17	837,794	0.67	838,511	4.16	853,886	0.55	854,628	3.47	854,359	9.61
3	701,497	16.58	672,078	0.68	672,699	4.13	685,860	0.56	686,516	3.44	686,287	9.85
4	512,434	16.38	490,898	0.67	491,310	4.09	501,438	0.55	501,867	3.42	501,703	10.05
5	357,838	15.99	342,841	0.64	343,113	4.05	350,371	0.54	350,656	3.40	350,516	10.21
6	236,926	15.49	226,586	0.62	226,752	4.02	231,891	0.52	232,059	3.39	231,977	10.33
7	325,614	14.60	311,311	0.58	311,526	3.97	319,035	0.49	319,257	3.37	319,187	10.48
Ukupno	4,023,471	15.85	3,854,767	0.65	3,857,887	4.11	3,932,795	0.54	3,936,045	3.43	3,934,593	9.80

cattle - sim - td - 1603

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	76,027	16.35	71,615	0.67	71,687	4.14	73,368	0.56	73,443	3.44	73,407	9.87
2011_03	90,919	16.28	85,833	0.67	85,881	4.13	87,596	0.55	87,649	3.43	87,622	9.92
2011_04	82,311	16.78	77,517	0.69	77,609	4.11	79,209	0.56	79,310	3.39	79,367	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	81,852	16.29	78,032	0.66	78,105	4.13	79,930	0.55	80,006	3.41	79,993	9.81
2012_03	86,781	15.78	83,765	0.65	83,851	4.14	85,400	0.53	85,488	3.42	85,491	9.88
2012_04	76,739	16.52	74,508	0.68	74,659	4.13	75,967	0.55	76,125	3.39	76,115	9.71
2013_01	79,609	16.73	77,406	0.68	77,507	4.09	79,132	0.56	79,236	3.37	79,239	9.72
2013_02	70,159	15.78	68,414	0.64	68,458	4.11	69,921	0.53	69,966	3.40	69,966	9.80
2013_03	88,157	15.37	86,812	0.63	86,850	4.13	88,150	0.52	88,190	3.45	88,185	9.86
2013_04	77,230	16.20	76,416	0.66	76,463	4.10	77,229	0.55	77,276	3.40	77,272	9.73
2014_01	74,529	16.37	73,857	0.66	73,924	4.07	74,529	0.54	74,599	3.38	74,587	9.80
2014_02	72,886	15.63	72,170	0.63	72,197	4.07	72,885	0.52	72,912	3.40	72,907	9.86
2014_03	87,758	15.26	87,002	0.61	87,038	4.05	87,758	0.52	87,795	3.41	87,788	9.92
2014_04	79,410	15.84	78,714	0.64	78,745	4.03	79,410	0.53	79,441	3.38	79,438	9.78
2015_01	78,685	16.40	77,873	0.66	77,906	4.04	78,684	0.54	78,719	3.36	78,716	9.83
2015_02	75,896	16.03	75,154	0.65	75,186	4.08	75,896	0.54	75,929	3.40	75,922	9.94
2015_03	94,600	16.46	93,765	0.66	93,797	4.06	94,600	0.55	94,632	3.38	94,626	9.94
2015_04	70,787	17.01	70,211	0.70	70,233	4.08	70,786	0.57	70,809	3.36	70,801	9.72
2016_01	57,993	18.45	57,512	0.73	57,528	3.93	57,991	0.59	58,007	3.21	57,998	9.64
2016_02	29,864	19.50	29,602	0.74	29,611	3.80	29,864	0.60	29,873	3.10	29,866	9.54
Ukupno	4,023,471	15.85	3,854,767	0.65	3,857,887	4.11	3,932,795	0.54	3,936,045	3.43	3,934,593	9.80

cattle - sim - td - 1603

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	578,188	15.57	553,069	0.64	553,379	4.12	566,405	0.53	566,731	3.43	566,197	9.75
Kr-zag	123,781	15.38	118,247	0.62	118,446	4.04	120,204	0.52	120,412	3.39	120,569	9.47
Sisac	206,515	15.67	196,419	0.63	196,487	4.07	203,082	0.53	203,154	3.42	203,222	9.87
Karlov	115,782	16.48	111,842	0.65	111,947	4.00	113,950	0.55	114,059	3.37	113,956	9.69
Varaz	108,380	15.61	104,859	0.65	104,953	4.18	106,980	0.53	107,078	3.43	106,921	9.67
Ko-krz	848,578	15.21	822,246	0.63	822,991	4.20	834,613	0.51	835,386	3.42	835,141	9.72
Bj-bil	851,690	15.76	816,764	0.65	817,042	4.15	829,941	0.53	830,233	3.42	830,278	9.98
Licka	23,814	13.62	22,414	0.55	22,419	4.06	23,412	0.46	23,417	3.42	23,386	10.02
Vi-pod	145,849	15.25	140,248	0.62	140,447	4.10	141,767	0.52	141,974	3.43	141,940	9.69
Pozes	164,582	16.73	155,963	0.66	156,022	3.97	159,049	0.57	159,111	3.44	158,990	9.54
Br-pos	190,224	15.06	184,169	0.60	184,239	4.02	186,328	0.51	186,400	3.42	186,407	9.91
Osjec	265,258	17.44	248,649	0.70	248,875	4.01	255,934	0.60	256,164	3.45	255,861	9.90
Vu-sri	264,041	17.43	248,392	0.69	249,038	4.01	257,035	0.59	257,708	3.44	257,649	9.85
Zadar	5,149	15.45	5,020	0.61	5,034	3.96	5,085	0.51	5,099	3.37	5,102	9.79
Istra	9,540	20.35	9,128	0.81	9,151	4.01	9,276	0.71	9,304	3.55	9,316	9.27
Međim	122,100	16.75	117,338	0.70	117,417	4.18	119,734	0.57	119,815	3.44	119,658	9.82
Ukupno	4,023,471	15.85	3,854,767	0.65	3,857,887	4.11	3,932,795	0.54	3,936,045	3.43	3,934,593	9.80

cattle - sim - td - 1603

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	0.58
3	1051	7.83	1129	8.42
4	946	7.05	2075	15.47
5-10	4774	35.59	6849	51.05
11-20	3487	25.99	10336	77.05
21-30	1408	10.50	11744	87.54
31-40	717	5.34	12461	92.89
41-50	352	2.62	12813	95.51
51-100	499	3.72	13312	99.23
101-150	51	0.38	13363	99.61
151-200	24	0.18	13387	99.79
201-250	10	0.07	13397	99.87
> 250	18	0.13	13415	100.00

cattle - sim - td - 1603