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

6132956
6132956
6132956
6132956
6132956
6132956
6132956
6132956
6132956
6132956
6132956
6128470
5944651
5940329
6042264
6037789
5680726
6038497
6132956
6132956
6132956
6132956
6132956
6132956
6132956
6132956
6128470
5940329
5944651
6037789
6042264
5680726
6038497
6132956
6132956
6132956
6132956
6132956
6132956
6132956
6132956

3.177
17867.931
19591.573
19761.640
2008.420
56.513
2013.137
6.566
2013.610
6.458
15.691
16.710
4.131
0.686
3.446
0.570
18.596
9.959
170.067
-492324.667
7.375
1.525
3.106
2.506
2013.224
0.002
16.710
0.686
4.131
0.570
3.446
18.596
9.959
310.114
3.106
6.808
39.400
8342.491
50670.389
404795.330
222635.143

2.061
2242.070
2107.887
2109.459
6.142
28.112
5.779
3.455
5.783
3.520
8.602
6.214
0.854
0.285
0.454
0.209
10.797
2.109
100.449
2873671.689
4.761
0.499
1.888
1.115
5.775
1.755
6.214
0.285
0.854
0.209
0.454
10.797
2.109
852.823
1.888
3.849
23.073
3986.172
26693.861
230125.193
95315.030

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
-8.940
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
7.000

10.000
23226.000
23801.000
23807.000
2023.000
180.000
2025.000
12.000
2025.000
12.000
31.000
50.000
7.000
3.274
7.000
2.672
70.000
17.118
400.000
234810.000
20.000
2.000
7.000
4.000
2024.000
10.060
50.000
3.274
7.000
2.672
7.000
70.000
17.118
4517.000
7.000
16.000
84.000
14521.000
99909.000
799920.000
373716.000

cattle - sim - td - 2501

Analiza nepročišćenih ulaznih podataka

region	Frequency	Cumulative Frequency
	177739	177739
0	8	177747
1	1028087	1205834
2	242800	1448634
3	391116	1839750
4	258606	2098356
5	206424	2304780
6	1539216	3843996
7	1546087	5390083
8	5016	5395099
9	60552	5455651
10	292001	5747652
11	307256	6054908
12	374832	6429740
13	789	6430529
14	491640	6922169
15	3251	6925420
16	444009	7369429
17	7653	7377082
18	26542	7403624
19	351	7403975
20	236033	7640008
22	34644	7674652

parity	Frequency	Cumulative Frequency
0	1	1
1	1944715	1944716
2	1612808	3557524
3	1290684	4848208
4	967398	5815606
5	690075	6505681
6	470717	6976398
7	304743	7281141
8	186796	7467937
9	105677	7573614
10	55347	7628961
11	26678	7655639
12	11521	7667160
13	4781	7671941
14	1743	7673684
15	614	7674298
16	147	7674445
17	36	7674481
18	11	7674492
20	14	7674506
21	9	7674515
22	6	7674521
23	9	7674530
28	13	7674543
30	14	7674557
31	17	7674574
33	6	7674580
40	10	7674590
43	2	7674592
50	8	7674600
51	8	7674608
53	9	7674617
55	9	7674626
61	1	7674627
66	6	7674633
71	8	7674641
80	2	7674643
81	6	7674649
91	3	7674652

type	Frequency	Cumulative Frequency
	3703668	3703668
A0	521	3704189
A2	2699146	6403335
A3	11778	6415113
A4	1068	6416181
A6	2	6416183
B0	32685	6448868
B1	4732	6453600
B2	1165354	7618954
B3	6177	7625131
B4	9	7625140
B5	49512	7674652

cattle - sim - td - 2501

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	83,797	14.14	80,284	0.57	80,370	4.10	82,151	0.48	82,239	3.42	81,690	9.87
2005	275,473	14.45	262,840	0.60	263,002	4.16	268,673	0.49	268,844	3.46	269,078	9.75
2006	362,493	14.90	343,536	0.61	343,828	4.15	351,477	0.50	351,781	3.44	351,478	9.82
2007	385,759	15.42	363,702	0.64	364,057	4.18	373,407	0.53	373,780	3.46	372,914	9.75
2008	423,699	15.58	400,141	0.64	400,487	4.11	410,414	0.53	410,772	3.44	410,848	9.75
2009	411,878	16.36	391,013	0.66	391,358	4.10	400,468	0.56	400,825	3.46	400,863	9.79
2010	286,088	16.60	268,220	0.68	268,436	4.12	274,059	0.56	274,285	3.44	274,370	9.86
2011	297,646	16.61	283,319	0.68	283,553	4.09	289,417	0.56	289,665	3.42	289,581	9.84
2012	335,416	16.57	316,323	0.68	316,634	4.10	323,319	0.56	323,650	3.39	323,631	9.78
2013	309,355	16.13	301,282	0.66	301,671	4.12	307,558	0.54	307,960	3.41	307,973	9.78
2014	304,798	15.80	302,039	0.64	302,232	4.09	304,797	0.53	304,992	3.40	304,959	9.82
2015	303,448	16.05	300,676	0.65	300,779	4.06	303,446	0.54	303,553	3.40	303,543	9.88
2016	295,748	16.71	293,051	0.68	293,178	4.11	295,745	0.56	295,874	3.41	295,778	9.86
2017	282,124	17.44	279,723	0.71	279,864	4.09	282,124	0.59	282,268	3.43	282,256	9.89
2018	271,677	17.78	269,183	0.73	269,291	4.15	271,676	0.61	271,787	3.46	270,948	10.16
2019	260,209	18.09	257,757	0.75	257,882	4.19	260,206	0.62	260,334	3.47	260,172	10.36
2020	226,482	18.36	224,293	0.76	224,422	4.19	226,482	0.64	226,611	3.50	226,563	10.35
2021	258,227	18.92	255,569	0.79	255,703	4.20	258,220	0.65	258,357	3.49	258,259	10.31
2022	246,188	18.89	243,914	0.78	244,046	4.15	246,186	0.65	246,319	3.47	246,170	10.33
2023	236,790	18.62	234,621	0.77	234,768	4.14	236,789	0.64	236,937	3.49	236,701	10.37
2024	227,956	18.76	226,023	0.77	226,202	4.12	227,956	0.65	228,142	3.52	227,441	10.39
2025	43,219	19.59	42,820	0.84	42,888	4.30	43,219	0.70	43,289	3.59	43,281	10.23
Ukupno	6,128,470	16.71	5,940,329	0.69	5,944,651	4.13	6,037,789	0.57	6,042,264	3.45	6,038,497	9.96

cattle - sim - td - 2501

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	1,531,806	16.18	1,485,758	0.67	1,486,587	4.17	1,507,061	0.55	1,507,923	3.43	1,506,826	9.47
2	1,320,299	17.07	1,279,915	0.71	1,280,925	4.18	1,300,079	0.59	1,301,118	3.49	1,300,384	9.76
3	1,062,985	17.43	1,030,049	0.72	1,031,000	4.14	1,047,348	0.60	1,048,344	3.46	1,047,690	10.01
4	781,128	17.19	756,973	0.70	757,592	4.12	770,129	0.58	770,768	3.44	770,311	10.20
5	552,934	16.80	535,987	0.68	536,360	4.08	545,467	0.57	545,854	3.43	545,490	10.36
6	370,758	16.30	359,142	0.66	359,391	4.05	365,721	0.55	365,972	3.41	365,776	10.49
7	508,560	15.33	492,505	0.61	492,796	4.00	501,984	0.51	502,285	3.39	502,020	10.66
Ukupno	6,128,470	16.71	5,940,329	0.69	5,944,651	4.13	6,037,789	0.57	6,042,264	3.45	6,038,497	9.96

cattle - sim - td - 2501

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	60,668	14.20	58,506	0.59	58,541	4.17	59,842	0.49	59,879	3.47	59,778	9.63
2005_01	68,424	14.71	65,284	0.61	65,327	4.16	66,790	0.50	66,834	3.46	66,847	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	83,954	14.65	79,520	0.61	79,577	4.17	81,204	0.50	81,265	3.45	81,378	9.75
2006_01	91,259	15.28	86,316	0.63	86,414	4.12	88,450	0.51	88,552	3.41	88,537	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	96,967	15.89	91,314	0.65	91,409	4.15	93,894	0.54	93,992	3.44	93,792	9.70
2007_02	90,909	15.37	85,451	0.64	85,562	4.22	87,866	0.52	87,981	3.48	87,787	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	105,498	15.47	99,723	0.65	99,810	4.16	102,292	0.53	102,381	3.43	102,310	9.65
2008_01	108,857	16.11	102,373	0.66	102,446	4.08	105,234	0.54	105,307	3.40	105,275	9.71
2008_02	96,567	15.73	90,395	0.63	90,471	4.07	92,806	0.53	92,889	3.44	92,910	9.79
2008_03	109,951	15.47	104,284	0.63	104,380	4.09	106,578	0.53	106,676	3.49	106,734	9.85
2008_04	100,579	16.20	95,377	0.66	95,478	4.08	97,656	0.56	97,760	3.46	97,812	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	93,146	16.57	88,386	0.67	88,437	4.09	90,578	0.56	90,632	3.45	90,634	9.82
2009_03	100,326	16.42	95,502	0.67	95,558	4.11	97,559	0.56	97,618	3.45	97,629	9.86
2009_04	80,801	17.15	76,238	0.71	76,297	4.12	78,186	0.58	78,250	3.41	78,268	9.73
2010_01	72,808	17.47	68,295	0.71	68,361	4.09	69,990	0.58	70,058	3.38	70,102	9.81
2010_02	61,787	16.65	57,827	0.67	57,875	4.07	59,025	0.56	59,076	3.42	59,102	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	64,798	16.46	61,150	0.67	61,212	4.07	62,265	0.56	62,331	3.43	62,289	9.74
2011_01	76,758	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	82,321	16.78	77,530	0.69	77,622	4.11	79,220	0.56	79,321	3.39	79,378	9.69
2012_01	82,703	17.17	77,998	0.69	78,075	4.08	79,850	0.57	79,930	3.36	79,940	9.72
2012_02	81,687	16.30	77,885	0.66	77,958	4.12	79,767	0.55	79,843	3.41	79,830	9.81
2012_03	86,364	15.80	83,359	0.65	83,444	4.14	84,985	0.53	85,072	3.42	85,075	9.88
2012_04	75,905	16.55	73,693	0.68	73,843	4.13	75,137	0.56	75,294	3.39	75,284	9.72
2013_01	78,313	16.75	76,154	0.68	76,256	4.10	77,840	0.56	77,945	3.37	77,948	9.72
2013_02	68,729	15.81	67,024	0.64	67,068	4.11	68,489	0.53	68,534	3.40	68,535	9.80
2013_03	85,929	15.42	84,619	0.63	84,657	4.13	85,922	0.53	85,962	3.45	85,957	9.87
2013_04	75,027	16.24	74,247	0.66	74,293	4.10	75,026	0.55	75,072	3.40	75,067	9.74
2014_01	72,581	16.37	71,925	0.66	71,992	4.07	72,581	0.55	72,650	3.38	72,639	9.80
2014_02	70,350	15.67	69,681	0.63	69,709	4.07	70,349	0.53	70,377	3.40	70,372	9.85
2014_03	84,678	15.29	83,945	0.62	83,979	4.05	84,678	0.52	84,713	3.41	84,707	9.92
2014_04	76,172	15.90	75,519	0.64	75,549	4.04	76,172	0.53	76,202	3.39	76,199	9.79
2015_01	75,906	16.48	75,164	0.66	75,196	4.04	75,905	0.55	75,939	3.37	75,936	9.82
2015_02	72,768	16.17	72,063	0.65	72,094	4.09	72,768	0.54	72,800	3.40	72,794	9.94
2015_03	78,157	16.02	77,490	0.65	77,517	4.11	78,157	0.55	78,184	3.43	78,180	9.98
2015_04	73,487	16.80	72,870	0.69	72,895	4.12	73,486	0.57	73,512	3.40	73,496	9.78
2016_01	76,158	17.25	75,485	0.70	75,520	4.08	76,156	0.57	76,192	3.37	76,170	9.82
2016_02	65,484	16.76	64,769	0.68	64,795	4.11	65,484	0.56	65,510	3.42	65,488	9.87
2016_03	80,984	16.51	80,311	0.67	80,340	4.10	80,984	0.57	81,013	3.45	80,988	9.96
2016_04	70,872	17.36	70,294	0.71	70,326	4.08	70,872	0.59	70,905	3.42	70,899	9.80
2017_01	71,810	17.93	71,169	0.72	71,207	4.06	71,810	0.60	71,849	3.40	71,841	9.85
2017_02	62,997	17.64	62,451	0.71	62,470	4.10	62,997	0.60	63,016	3.44	63,001	9.93
2017_03	74,217	17.22	73,572	0.71	73,604	4.16	74,217	0.59	74,249	3.48	74,229	10.06
2017_04	67,555	18.25	67,023	0.76	67,060	4.15	67,554	0.62	67,592	3.44	67,466	9.99
2018_01	70,031	18.28	69,266	0.75	69,299	4.13	70,031	0.62	70,064	3.43	69,867	10.13
2018_02	60,390	17.55	59,774	0.72	59,801	4.17	60,390	0.60	60,419	3.46	60,200	10.30
2018_03	75,734	17.37	75,119	0.72	75,134	4.20	75,733	0.60	75,748	3.49	75,476	10.40
2018_04	62,071	18.17	61,541	0.76	61,575	4.18	62,071	0.63	62,106	3.47	62,013	10.31
2019_01	65,660	18.79	65,003	0.78	65,038	4.17	65,660	0.64	65,696	3.44	65,664	10.31
2019_02	56,378	18.24	55,743	0.76	55,767	4.18	56,377	0.62	56,401	3.45	56,375	10.33
2019_03	61,357	17.90	60,832	0.74	60,864	4.17	61,356	0.62	61,389	3.49	61,377	10.40
2019_04	56,941	18.36	56,426	0.77	56,452	4.20	56,941	0.63	56,968	3.49	56,958	10.33
2020_01	59,798	18.57	59,169	0.78	59,205	4.20	59,798	0.64	59,834	3.50	59,820	10.34
2020_02	51,367	18.20	50,873	0.75	50,901	4.19	51,367	0.63	51,395	3.50	51,383	10.37
2020_03	69,189	18.28	68,541	0.76	68,562	4.20	69,188	0.64	69,209	3.51	69,191	10.38
2020_04	61,586	19.01	61,026	0.80	61,070	4.20	61,584	0.66	61,628	3.50	61,609	10.29
2021_01	66,934	19.40	66,216	0.80	66,253	4.17	66,931	0.67	66,968	3.47	66,944	10.32
2021_02	60,485	18.94	59,836	0.78	59,878	4.18	60,483	0.65	60,525	3.47	60,503	10.30
2021_03	65,935	18.39	65,313	0.76	65,340	4.18	65,935	0.64	65,963	3.50	65,917	10.34
2021_04	61,567	19.15	60,975	0.80	61,017	4.17	61,567	0.66	61,611	3.47	61,568	10.24
2022_01	64,993	19.33	64,369	0.80	64,400	4.14	64,993	0.66	65,025	3.45	64,972	10.30
2022_02	55,184	18.74	54,636	0.77	54,672	4.15	55,184	0.64	55,220	3.47	55,158	10.32
2022_03	65,882	18.41	65,319	0.76	65,354	4.17	65,882	0.64	65,917	3.50	65,863	10.44
2022_04	59,658	19.06	59,094	0.79	59,126	4.16	59,657	0.66	59,689	3.48	59,637	10.26
2023_01	60,725	19.13	60,110	0.79	60,155	4.13	60,724	0.65	60,769	3.46	60,708	10.32
2023_02	52,918	18.40	52,464	0.75	52,496	4.12	52,918	0.63	52,950	3.49	52,907	10.45
2023_03	62,311	18.17	61,840	0.74	61,870	4.12	62,311	0.63	62,342	3.51	62,230	10.48
2023_04	55,840	18.78	55,376	0.77	55,406	4.11	55,840	0.65	55,872	3.50	55,719	10.30
2024_01	70,083	19.83	69,353	0.81	69,427	4.12	70,083	0.68	70,158	3.47	69,945	10.29
2024_02	43,414	19.13	43,029	0.78	43,070	4.10	43,414	0.66	43,455	3.49	43,295	10.37
2024_03	40,676	19.59	40,362	0.80	40,396	4.12	40,676	0.68	40,713	3.50	40,677	10.36
2024_04	24,611	21.81	24,371	0.91	24,434	4.18	24,611	0.75	24,677	3.44	24,652	10.06
Ukupno	6,128,470	16.71	5,940,329	0.69	5,944,651	4.13	6,037,789	0.57	6,042,264	3.45	6,038,497	9.96

cattle - sim - td - 2501

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	847,330	16.87	819,358	0.70	819,926	4.13	835,549	0.58	836,135	3.45	835,458	9.89
Kr-zag	192,991	16.69	186,956	0.68	187,208	4.10	189,414	0.57	189,678	3.42	189,804	9.68
Sisac	316,889	16.62	304,995	0.67	305,122	4.06	313,456	0.56	313,591	3.43	313,548	10.00
Karlov	182,980	17.17	178,446	0.69	178,585	4.04	181,146	0.58	181,289	3.40	181,099	9.91
Varaz	161,555	15.91	157,682	0.66	157,789	4.19	160,154	0.54	160,265	3.45	160,052	9.83
Ko-krz	1,342,328	16.24	1,312,457	0.68	1,313,363	4.22	1,328,365	0.55	1,329,299	3.43	1,328,459	9.88
Bj-bil	1,316,917	16.53	1,278,295	0.69	1,278,888	4.16	1,295,164	0.56	1,295,781	3.44	1,295,212	10.15
Licka	42,626	14.35	40,971	0.57	40,983	4.02	42,225	0.48	42,238	3.42	42,146	10.05
Vi-pod	235,292	16.16	229,081	0.66	229,299	4.13	231,211	0.55	231,438	3.45	231,355	9.95
Pozes	248,545	17.32	239,158	0.69	239,260	4.02	243,006	0.59	243,111	3.46	242,966	9.74
Br-pos	290,147	15.57	283,168	0.62	283,265	4.04	286,252	0.53	286,351	3.45	286,253	10.09
Osjec	378,517	17.98	360,723	0.72	361,016	4.03	369,193	0.62	369,490	3.49	369,064	10.04
Vu-sri	356,889	18.10	339,856	0.72	340,561	4.00	349,885	0.62	350,617	3.47	350,350	9.94
Zadar	10,285	16.93	10,133	0.64	10,147	3.85	10,221	0.57	10,235	3.42	10,158	9.73
Istra	20,762	19.73	20,265	0.78	20,309	3.99	20,498	0.69	20,547	3.55	20,545	9.36
Međim	184,417	17.63	178,785	0.74	178,930	4.21	182,050	0.61	182,199	3.48	182,028	9.93
Ukupno	6,128,470	16.71	5,940,329	0.69	5,944,651	4.13	6,037,789	0.57	6,042,264	3.45	6,038,497	9.96

cattle - sim - td - 2501

Utjecaj stada

Distribucija veličine stada

Distribucija veličine stada
n_herd_anim	Frequency	Percent	Cumulative Frequency	Cumulative Percent
1	13	0.09	13	0.09
2	69	0.48	82	0.56
3	1201	8.27	1283	8.84
4	1072	7.38	2355	16.22
5-10	4935	33.99	7290	50.20
11-20	3656	25.18	10946	75.38
21-30	1508	10.38	12454	85.77
31-40	731	5.03	13185	90.80
41-50	431	2.97	13616	93.77
51-100	701	4.83	14317	98.60
101-150	113	0.78	14430	99.37
151-200	35	0.24	14465	99.61
201-250	10	0.07	14475	99.68
> 250	46	0.32	14521	100.00

cattle - sim - td - 2501