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

5996391
5996391
5996391
5996391
5996391
5996391
5996391
5996391
5996391
5996391
5996391
5992059
5809449
5805274
5905698
5901377
5546535
5902017
5996391
5996391
5996391
5996391
5996391
5996391
5996391
5996391
5992059
5805274
5809449
5901377
5905698
5546535
5902017
5996391
5996391
5996391
5996391
5996391
5996391
5996391
5996391

3.177
17777.847
19500.724
19670.696
2008.173
56.488
2012.888
6.564
2013.363
6.437
15.684
16.659
4.128
0.684
3.443
0.567
18.607
9.949
169.972
-506535.182
7.381
1.515
3.106
2.505
2012.974
0.002
16.659
0.684
4.128
0.567
3.443
18.607
9.949
291.687
3.106
6.812
38.401
8271.482
49822.486
396457.548
219460.037

2.063
2182.548
2043.603
2045.131
5.979
28.113
5.604
3.456
5.611
3.505
8.597
6.192
0.853
0.283
0.453
0.208
10.812
2.105
100.333
2904622.457
4.765
0.500
1.889
1.115
5.598
1.753
6.192
0.283
0.853
0.208
0.453
10.812
2.105
821.644
1.889
3.852
22.362
3965.687
26271.217
225445.017
93981.985

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
-8.937
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
22967.000
23575.000
23581.000
2022.000
180.000
2024.000
12.000
2024.000
12.000
31.000
50.000
7.000
3.274
7.000
2.672
70.000
17.118
400.000
232827.000
20.000
2.000
7.000
4.000
2024.000
10.063
50.000
3.274
7.000
2.672
7.000
70.000
17.118
4449.000
7.000
16.000
81.000
14491.000
98240.000
783578.000
368389.000

cattle - sim - td - 2401

Analiza nepročišćenih ulaznih podataka

region	Frequency	Cumulative Frequency
	177739	177739
0	8	177747
1	1007287	1185034
2	236419	1421453
3	380943	1802396
4	252172	2054568
5	202639	2257207
6	1499089	3756296
7	1509082	5265378
8	4829	5270207
9	58061	5328268
10	285440	5613708
11	300870	5914578
12	366164	6280742
13	789	6281531
14	481222	6762753
15	3045	6765798
16	438070	7203868
17	7063	7210931
18	25428	7236359
19	351	7236710
20	231269	7467979
22	33328	7501307

parity	Frequency	Cumulative Frequency
0	1	1
1	1903266	1903267
2	1576609	3479876
3	1259609	4739485
4	943782	5683267
5	674048	6357315
6	460252	6817567
7	298586	7116153
8	183088	7299241
9	103406	7402647
10	54123	7456770
11	25978	7482748
12	11286	7494034
13	4635	7498669
14	1689	7500358
15	599	7500957
16	147	7501104
17	32	7501136
18	11	7501147
20	14	7501161
21	9	7501170
22	6	7501176
23	9	7501185
28	13	7501198
30	14	7501212
31	17	7501229
33	6	7501235
40	10	7501245
43	2	7501247
50	8	7501255
51	8	7501263
53	9	7501272
55	9	7501281
61	1	7501282
66	6	7501288
71	8	7501296
80	2	7501298
81	6	7501304
91	3	7501307

type	Frequency	Cumulative Frequency
	3703668	3703668
A2	2577396	6281064
A3	11760	6292824
A4	1036	6293860
A6	2	6293862
B0	11837	6305699
B1	4672	6310371
B2	1144462	7454833
B3	6001	7460834
B4	8	7460842
B5	40465	7501307

cattle - sim - td - 2401

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	309,366	16.13	301,297	0.66	301,686	4.12	307,569	0.54	307,971	3.41	307,984	9.78
2014	304,953	15.80	302,195	0.64	302,388	4.09	304,952	0.53	305,147	3.40	305,114	9.82
2015	303,652	16.05	300,883	0.65	300,986	4.06	303,650	0.54	303,757	3.40	303,747	9.88
2016	295,963	16.71	293,257	0.68	293,384	4.11	295,960	0.56	296,089	3.41	295,993	9.86
2017	282,559	17.44	280,164	0.71	280,305	4.09	282,559	0.59	282,703	3.43	282,691	9.89
2018	272,108	17.78	269,618	0.73	269,726	4.15	272,107	0.61	272,218	3.46	271,375	10.16
2019	260,589	18.08	258,135	0.75	258,261	4.19	260,586	0.62	260,715	3.47	260,553	10.36
2020	226,909	18.36	224,721	0.76	224,850	4.19	226,909	0.64	227,038	3.50	226,990	10.35
2021	258,840	18.92	256,182	0.79	256,317	4.20	258,832	0.65	258,970	3.49	258,870	10.31
2022	247,407	18.88	245,127	0.78	245,260	4.15	247,405	0.65	247,539	3.47	247,388	10.33
2023	237,975	18.62	235,788	0.77	235,936	4.14	237,974	0.64	238,123	3.49	237,888	10.37
2024	129,489	18.94	128,529	0.77	128,625	4.07	129,489	0.65	129,587	3.47	128,971	10.32
Ukupno	5,992,059	16.66	5,805,274	0.68	5,809,449	4.13	5,901,377	0.57	5,905,698	3.44	5,902,017	9.95

cattle - sim - td - 2401

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	1,499,463	16.13	1,453,672	0.67	1,454,488	4.17	1,474,717	0.55	1,475,565	3.43	1,474,492	9.46
2	1,291,348	17.02	1,251,268	0.71	1,252,231	4.17	1,271,128	0.59	1,272,118	3.49	1,271,395	9.75
3	1,038,138	17.37	1,005,462	0.72	1,006,360	4.14	1,022,501	0.59	1,023,441	3.46	1,022,805	9.99
4	762,272	17.14	738,304	0.70	738,903	4.11	751,273	0.58	751,891	3.44	751,448	10.19
5	540,071	16.75	523,279	0.68	523,644	4.08	532,604	0.57	532,983	3.42	532,632	10.35
6	362,358	16.25	350,834	0.66	351,078	4.05	357,321	0.55	357,567	3.41	357,375	10.48
7	498,409	15.30	482,455	0.61	482,745	4.00	491,833	0.51	492,133	3.39	491,870	10.65
Ukupno	5,992,059	16.66	5,805,274	0.68	5,809,449	4.13	5,901,377	0.57	5,905,698	3.44	5,902,017	9.95

cattle - sim - td - 2401

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	82,707	17.17	78,002	0.69	78,079	4.08	79,854	0.57	79,934	3.36	79,944	9.72
2012_02	81,681	16.30	77,879	0.66	77,952	4.12	79,761	0.55	79,837	3.41	79,824	9.81
2012_03	86,367	15.80	83,362	0.65	83,447	4.14	84,988	0.53	85,075	3.42	85,078	9.88
2012_04	75,904	16.55	73,697	0.68	73,847	4.13	75,136	0.56	75,293	3.39	75,283	9.72
2013_01	78,304	16.75	76,145	0.68	76,247	4.10	77,831	0.56	77,936	3.37	77,939	9.72
2013_02	68,749	15.81	67,043	0.64	67,087	4.11	68,509	0.53	68,554	3.40	68,555	9.80
2013_03	85,972	15.42	84,662	0.63	84,700	4.13	85,965	0.53	86,005	3.45	86,000	9.87
2013_04	75,052	16.24	74,272	0.66	74,318	4.10	75,051	0.55	75,097	3.40	75,092	9.74
2014_01	72,630	16.37	71,974	0.66	72,041	4.07	72,630	0.55	72,699	3.38	72,688	9.80
2014_02	70,387	15.67	69,717	0.63	69,745	4.07	70,386	0.53	70,414	3.40	70,409	9.85
2014_03	84,711	15.29	83,984	0.62	84,018	4.05	84,711	0.52	84,746	3.41	84,740	9.92
2014_04	76,197	15.90	75,544	0.64	75,574	4.04	76,197	0.53	76,227	3.39	76,224	9.79
2015_01	75,968	16.47	75,226	0.66	75,258	4.04	75,967	0.55	76,001	3.37	75,998	9.82
2015_02	72,852	16.16	72,147	0.65	72,178	4.09	72,852	0.54	72,884	3.40	72,878	9.94
2015_03	78,201	16.02	77,533	0.65	77,560	4.11	78,201	0.55	78,228	3.43	78,224	9.98
2015_04	73,560	16.80	72,943	0.69	72,968	4.11	73,559	0.57	73,585	3.40	73,569	9.78
2016_01	76,144	17.24	75,467	0.70	75,502	4.08	76,142	0.57	76,178	3.37	76,156	9.82
2016_02	65,583	16.75	64,868	0.68	64,894	4.12	65,583	0.56	65,609	3.42	65,587	9.87
2016_03	81,051	16.50	80,375	0.67	80,404	4.10	81,051	0.57	81,080	3.45	81,055	9.96
2016_04	70,982	17.36	70,402	0.71	70,434	4.08	70,982	0.59	71,015	3.42	71,009	9.80
2017_01	71,938	17.93	71,302	0.72	71,340	4.06	71,938	0.60	71,977	3.40	71,969	9.85
2017_02	63,043	17.64	62,498	0.72	62,517	4.11	63,043	0.60	63,062	3.44	63,047	9.92
2017_03	74,371	17.22	73,726	0.71	73,758	4.16	74,371	0.59	74,403	3.48	74,382	10.06
2017_04	67,706	18.25	67,178	0.76	67,215	4.15	67,705	0.62	67,743	3.44	67,616	9.99
2018_01	70,127	18.28	69,364	0.75	69,397	4.13	70,127	0.62	70,160	3.43	69,963	10.13
2018_02	60,464	17.56	59,845	0.72	59,872	4.17	60,464	0.60	60,493	3.46	60,274	10.30
2018_03	75,849	17.37	75,233	0.72	75,248	4.20	75,848	0.60	75,863	3.49	75,589	10.40
2018_04	62,223	18.17	61,693	0.76	61,728	4.19	62,223	0.63	62,259	3.47	62,166	10.31
2019_01	65,771	18.79	65,115	0.78	65,150	4.17	65,771	0.64	65,807	3.44	65,775	10.31
2019_02	56,390	18.24	55,753	0.76	55,777	4.18	56,389	0.62	56,413	3.45	56,387	10.33
2019_03	61,452	17.89	60,930	0.74	60,962	4.17	61,451	0.62	61,484	3.49	61,472	10.40
2019_04	57,070	18.35	56,550	0.77	56,576	4.20	57,070	0.63	57,097	3.49	57,087	10.33
2020_01	59,909	18.57	59,278	0.78	59,314	4.20	59,909	0.64	59,945	3.50	59,931	10.34
2020_02	51,442	18.20	50,954	0.75	50,982	4.19	51,442	0.63	51,470	3.50	51,458	10.37
2020_03	69,305	18.28	68,656	0.76	68,677	4.20	69,304	0.64	69,325	3.51	69,307	10.38
2020_04	61,769	19.01	61,208	0.80	61,252	4.20	61,766	0.66	61,810	3.50	61,792	10.28
2021_01	67,044	19.40	66,327	0.80	66,364	4.17	67,041	0.67	67,078	3.47	67,054	10.32
2021_02	60,714	18.92	60,062	0.78	60,106	4.18	60,712	0.65	60,756	3.47	60,732	10.30
2021_03	66,172	18.38	65,551	0.76	65,578	4.18	66,172	0.64	66,200	3.49	66,154	10.35
2021_04	61,841	19.14	61,254	0.80	61,296	4.17	61,841	0.66	61,885	3.47	61,841	10.24
2022_01	65,304	19.32	64,672	0.79	64,703	4.14	65,304	0.66	65,336	3.45	65,282	10.30
2022_02	55,460	18.75	54,913	0.77	54,949	4.15	55,460	0.64	55,496	3.47	55,434	10.32
2022_03	66,221	18.40	65,657	0.76	65,692	4.17	66,221	0.64	66,256	3.50	66,201	10.44
2022_04	59,942	19.06	59,373	0.79	59,405	4.16	59,941	0.66	59,973	3.48	59,921	10.26
2023_01	61,030	19.12	60,408	0.78	60,453	4.13	61,029	0.65	61,074	3.46	61,013	10.32
2023_02	66,366	19.14	65,796	0.77	65,852	4.05	66,366	0.65	66,422	3.42	66,244	10.38
2023_03	62,214	18.37	61,730	0.75	61,762	4.11	62,214	0.64	62,247	3.50	62,121	10.47
2023_04	45,355	19.60	45,004	0.80	45,031	4.06	45,355	0.67	45,384	3.43	45,239	10.19
2024_01	34,646	21.40	34,359	0.84	34,398	3.93	34,646	0.70	34,685	3.29	34,486	10.10
Ukupno	5,992,059	16.66	5,805,274	0.68	5,809,449	4.13	5,901,377	0.57	5,905,698	3.44	5,902,017	9.95

cattle - sim - td - 2401

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	829,775	16.78	802,026	0.69	802,579	4.13	817,994	0.57	818,565	3.44	817,892	9.88
Kr-zag	187,991	16.61	181,997	0.68	182,231	4.10	184,414	0.56	184,659	3.42	184,786	9.67
Sisac	309,423	16.56	297,659	0.67	297,783	4.06	305,990	0.56	306,122	3.43	306,090	9.99
Karlov	178,366	17.12	173,875	0.69	174,014	4.04	176,532	0.58	176,675	3.40	176,485	9.89
Varaz	158,563	15.89	154,703	0.66	154,810	4.19	157,162	0.54	157,273	3.44	157,059	9.83
Ko-krz	1,308,092	16.18	1,278,468	0.68	1,279,361	4.22	1,294,129	0.55	1,295,050	3.43	1,294,218	9.87
Bj-bil	1,288,281	16.49	1,249,919	0.68	1,250,437	4.16	1,266,528	0.56	1,267,064	3.44	1,266,495	10.14
Licka	41,248	14.32	39,610	0.57	39,622	4.01	40,847	0.48	40,860	3.42	40,765	10.06
Vi-pod	230,038	16.10	223,864	0.66	224,079	4.13	225,957	0.55	226,181	3.45	226,098	9.93
Pozes	243,280	17.29	233,961	0.69	234,059	4.01	237,740	0.59	237,841	3.45	237,698	9.73
Br-pos	283,462	15.54	276,573	0.62	276,670	4.03	279,567	0.53	279,666	3.45	279,568	10.08
Osjec	370,903	17.95	353,188	0.72	353,473	4.03	361,579	0.62	361,868	3.48	361,446	10.03
Vu-sri	352,605	18.09	335,641	0.72	336,336	4.00	345,601	0.62	346,323	3.47	346,054	9.93
Zadar	9,555	16.88	9,408	0.64	9,422	3.86	9,491	0.57	9,505	3.41	9,490	9.72
Istra	19,821	19.82	19,326	0.78	19,370	3.99	19,557	0.69	19,606	3.55	19,604	9.36
Međim	180,656	17.59	175,056	0.74	175,203	4.21	178,289	0.61	178,440	3.47	178,269	9.92
Ukupno	5,992,059	16.66	5,805,274	0.68	5,809,449	4.13	5,901,377	0.57	5,905,698	3.44	5,902,017	9.95

cattle - sim - td - 2401

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	0.57
3	1200	8.28	1282	8.85
4	1058	7.30	2340	16.15
5-10	4924	33.98	7264	50.13
11-20	3669	25.32	10933	75.45
21-30	1493	10.30	12426	85.75
31-40	743	5.13	13169	90.88
41-50	433	2.99	13602	93.87
51-100	690	4.76	14292	98.63
101-150	110	0.76	14402	99.39
151-200	34	0.23	14436	99.62
201-250	9	0.06	14445	99.68
> 250	46	0.32	14491	100.00

cattle - sim - td - 2401