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

4256481
4256481
4256481
4256481
4256481
4256481
4256481
4256481
4256481
4256481
4256481
4253100
4085463
4082227
4165801
4162431
3869345
4164280
4256481
4256481
4256481
4256481
4256481
4256481
4256481
4256481
4253100
4082227
4085463
4162431
4165801
3869345
4164280
4256481
4256481
4256481
4256481
4256481
4256481
4256481
4256481

3.162
16723.647
18431.333
18599.568
2005.288
55.990
2009.959
6.582
2010.432
6.420
15.682
15.924
4.114
0.650
3.427
0.539
18.703
9.805
168.235
-761087.701
7.457
1.316
3.092
2.508
2010.045
0.002
15.924
0.650
4.114
0.539
3.427
18.703
9.805
48.763
3.092
6.858
26.689
7193.225
41436.104
290417.862
172852.969

2.052
1529.108
1318.110
1317.957
4.192
27.746
3.619
3.445
3.627
3.519
8.605
5.872
0.849
0.267
0.454
0.194
10.917
2.082
99.134
3414586.096
4.879
0.465
1.880
1.113
3.613
1.732
5.872
0.267
0.849
0.194
0.454
10.917
2.082
172.061
1.880
3.935
14.416
3461.094
22567.126
166507.844
76363.222

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
-8.969
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
20410.000
20993.000
21000.000
2015.000
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
188548.000
20.000
2.000
7.000
4.000
2017.000
10.031
50.000
3.274
7.000
2.672
7.000
70.000
17.118
1319.000
7.000
16.000
53.000
13617.000
81772.000
577303.000
292472.000

cattle - sim - td - 1702

Analiza nepročišćenih ulaznih podataka

region	Frequency	Cumulative Frequency
	177739	177739
0	8	177747
1	742491	920238
2	160755	1080993
3	261722	1342715
4	174109	1516824
5	144055	1660879
6	1010318	2671197
7	1019865	3691062
8	4314	3695376
9	34862	3730238
10	191808	3922046
11	212141	4134187
12	262270	4396457
13	930	4397387
14	365943	4763330
15	2056	4765386
16	333266	5098652
17	4383	5103035
18	14344	5117379
19	403	5117782
20	180754	5298536
22	23705	5322241

parity	Frequency	Cumulative Frequency
0	1	1
1	1355644	1355645
2	1117990	2473635
3	896246	3369881
4	670645	4040526
5	476026	4516552
6	324083	4840635
7	209507	5050142
8	128816	5178958
9	72983	5251941
10	38942	5290883
11	18412	5309295
12	7802	5317097
13	3187	5320284
14	1199	5321483
15	450	5321933
16	106	5322039
17	31	5322070
18	11	5322081
20	14	5322095
21	9	5322104
22	6	5322110
23	9	5322119
28	13	5322132
30	14	5322146
31	17	5322163
33	6	5322169
40	10	5322179
43	2	5322181
50	8	5322189
51	8	5322197
53	9	5322206
55	9	5322215
61	1	5322216
66	6	5322222
71	8	5322230
80	2	5322232
81	6	5322238
91	3	5322241

type	Frequency	Cumulative Frequency
	3703680	3703680
A2	1063131	4766811
A3	1199	4768010
A4	267	4768277
A6	2	4768279
B1	1113	4769392
B2	548366	5317758
B3	4483	5322241

cattle - sim - td - 1702

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	297,631	16.61	283,303	0.68	283,537	4.09	289,402	0.56	289,650	3.42	289,566	9.84
2012	335,327	16.57	316,234	0.68	316,545	4.10	323,232	0.56	323,563	3.39	323,544	9.78
2013	312,908	16.12	304,725	0.66	305,115	4.12	311,106	0.54	311,509	3.41	311,521	9.78
2014	312,046	15.78	309,168	0.64	309,360	4.08	312,045	0.53	312,240	3.40	312,206	9.82
2015	312,849	16.00	309,944	0.65	310,052	4.06	312,847	0.54	312,959	3.40	312,949	9.88
2016	307,148	16.66	304,241	0.68	304,374	4.11	307,145	0.56	307,280	3.41	307,181	9.85
2017	146,046	17.39	144,917	0.70	144,984	4.06	146,046	0.59	146,116	3.40	146,113	9.82
Ukupno	4,253,100	15.92	4,082,227	0.65	4,085,463	4.11	4,162,431	0.54	4,165,801	3.43	4,164,280	9.80

cattle - sim - td - 1702

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	1,067,480	15.33	1,025,265	0.63	1,025,988	4.15	1,042,744	0.52	1,043,499	3.41	1,042,986	9.32
2	921,111	16.24	884,399	0.67	885,143	4.16	900,890	0.56	901,660	3.47	901,370	9.61
3	741,568	16.65	711,746	0.68	712,398	4.13	725,931	0.56	726,619	3.44	726,383	9.85
4	543,428	16.44	521,547	0.67	521,979	4.10	532,432	0.55	532,881	3.42	532,709	10.06
5	380,766	16.06	365,520	0.65	365,804	4.06	373,299	0.54	373,596	3.41	373,449	10.21
6	253,154	15.58	242,661	0.62	242,832	4.03	248,118	0.52	248,291	3.40	248,205	10.33
7	345,593	14.66	331,089	0.58	331,319	3.98	339,017	0.49	339,255	3.37	339,178	10.48
Ukupno	4,253,100	15.92	4,082,227	0.65	4,085,463	4.11	4,162,431	0.54	4,165,801	3.43	4,164,280	9.80

cattle - sim - td - 1702

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	90,931	16.28	85,845	0.67	85,893	4.13	87,608	0.55	87,661	3.43	87,634	9.92
2011_04	82,322	16.78	77,526	0.69	77,618	4.11	79,219	0.56	79,320	3.39	79,377	9.69
2012_01	82,692	17.17	77,988	0.69	78,065	4.08	79,840	0.57	79,920	3.36	79,930	9.72
2012_02	81,817	16.29	78,000	0.66	78,073	4.13	79,896	0.55	79,972	3.41	79,959	9.81
2012_03	86,615	15.79	83,604	0.65	83,689	4.14	85,237	0.53	85,324	3.42	85,327	9.88
2012_04	76,576	16.53	74,349	0.68	74,500	4.13	75,806	0.56	75,964	3.39	75,954	9.71
2013_01	79,299	16.74	77,111	0.68	77,213	4.09	78,824	0.56	78,929	3.37	78,932	9.72
2013_02	69,849	15.78	68,112	0.64	68,156	4.11	69,611	0.53	69,656	3.40	69,656	9.80
2013_03	87,527	15.38	86,183	0.63	86,220	4.13	87,520	0.53	87,559	3.45	87,554	9.86
2013_04	76,723	16.21	75,920	0.66	75,967	4.10	76,722	0.55	76,769	3.40	76,764	9.73
2014_01	73,967	16.36	73,296	0.66	73,363	4.07	73,967	0.54	74,037	3.38	74,025	9.80
2014_02	72,213	15.64	71,505	0.63	71,532	4.07	72,212	0.52	72,239	3.40	72,234	9.86
2014_03	87,026	15.26	86,274	0.61	86,308	4.05	87,026	0.52	87,061	3.41	87,054	9.92
2014_04	78,686	15.87	77,999	0.64	78,030	4.03	78,686	0.53	78,717	3.38	78,714	9.79
2015_01	78,104	16.44	77,305	0.66	77,339	4.04	78,103	0.55	78,139	3.36	78,137	9.82
2015_02	75,146	16.09	74,412	0.65	74,444	4.08	75,146	0.54	75,179	3.40	75,173	9.94
2015_03	80,993	15.95	80,282	0.65	80,311	4.11	80,993	0.54	81,022	3.43	81,018	9.98
2015_04	75,873	16.76	75,230	0.69	75,260	4.11	75,872	0.57	75,903	3.40	75,888	9.77
2016_01	79,207	17.19	78,460	0.70	78,495	4.07	79,205	0.57	79,241	3.37	79,218	9.82
2016_02	81,173	17.52	80,300	0.70	80,330	4.06	81,173	0.58	81,204	3.36	81,180	9.80
2016_03	79,758	16.67	79,073	0.68	79,100	4.10	79,758	0.57	79,785	3.44	79,758	9.95
2016_04	55,392	18.29	54,945	0.74	54,968	4.04	55,392	0.61	55,416	3.34	55,410	9.67
2017_01	36,597	20.44	36,292	0.80	36,315	3.88	36,597	0.65	36,621	3.17	36,620	9.57
Ukupno	4,253,100	15.92	4,082,227	0.65	4,085,463	4.11	4,162,431	0.54	4,165,801	3.43	4,164,280	9.80

cattle - sim - td - 1702

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	614,964	15.69	589,412	0.64	589,747	4.12	603,182	0.53	603,534	3.43	602,997	9.75
Kr-zag	129,996	15.52	124,388	0.63	124,590	4.05	126,419	0.52	126,630	3.40	126,787	9.47
Sisac	216,319	15.72	206,011	0.64	206,079	4.07	212,887	0.53	212,959	3.42	213,025	9.86
Karlov	121,870	16.49	117,870	0.65	117,977	4.00	120,038	0.55	120,149	3.37	120,046	9.68
Varaz	113,322	15.61	109,772	0.65	109,869	4.18	111,923	0.53	112,024	3.43	111,867	9.67
Ko-krz	900,300	15.30	873,496	0.64	874,255	4.20	886,335	0.52	887,122	3.42	886,876	9.72
Bj-bil	892,134	15.82	856,951	0.65	857,246	4.15	870,385	0.53	870,697	3.42	870,681	9.98
Licka	25,132	13.61	23,729	0.55	23,734	4.05	24,731	0.46	24,736	3.41	24,705	10.01
Vi-pod	156,223	15.34	150,582	0.62	150,778	4.10	152,141	0.52	152,345	3.43	152,311	9.70
Pozes	170,515	16.72	161,841	0.66	161,908	3.98	164,983	0.57	165,053	3.44	164,932	9.54
Br-pos	201,086	15.11	194,947	0.60	195,020	4.03	197,191	0.51	197,266	3.43	197,273	9.91
Osjec	282,346	17.45	265,558	0.70	265,792	4.01	273,022	0.60	273,260	3.46	272,957	9.91
Vu-sri	270,678	17.59	254,968	0.70	255,621	4.01	263,674	0.60	264,354	3.45	264,295	9.84
Zadar	6,336	15.54	6,189	0.61	6,204	3.98	6,272	0.52	6,287	3.38	6,290	9.84
Istra	10,638	20.36	10,207	0.81	10,237	4.02	10,374	0.71	10,409	3.55	10,421	9.28
Međim	141,241	16.79	136,306	0.70	136,406	4.18	138,874	0.57	138,976	3.44	138,817	9.86
Ukupno	4,253,100	15.92	4,082,227	0.65	4,085,463	4.11	4,162,431	0.54	4,165,801	3.43	4,164,280	9.80

cattle - sim - td - 1702

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	1072	7.87	1150	8.45
4	980	7.20	2130	15.64
5-10	4803	35.27	6933	50.91
11-20	3527	25.90	10460	76.82
21-30	1434	10.53	11894	87.35
31-40	733	5.38	12627	92.73
41-50	344	2.53	12971	95.26
51-100	532	3.91	13503	99.16
101-150	59	0.43	13562	99.60
151-200	23	0.17	13585	99.76
201-250	12	0.09	13597	99.85
> 250	20	0.15	13617	100.00

cattle - sim - td - 1702