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

5778568
5778568
5778568
5778568
5778568
5778568
5778568
5778568
5778568
5778568
5778568
5774394
5593488
5589468
5687876
5683713
5342173
5684836
5778568
5778568
5778568
5778568
5778568
5778568
5778568
5778568
5774394
5589468
5593488
5683713
5687876
5342173
5684836
5778568
5778568
5778568
5778568
5778568
5778568
5778568
5778568

3.177
17636.703
19359.014
19528.727
2007.787
56.469
2012.500
6.564
2012.974
6.439
15.683
16.588
4.129
0.681
3.440
0.565
18.618
9.932
169.713
-529867.904
7.593
1.496
3.106
2.506
2012.588
0.002
16.588
0.681
4.129
0.565
3.440
18.618
9.932
285.066
3.106
6.965
36.857
8175.602
48804.877
384206.083
214541.955

2.064
2090.200
1944.936
1946.184
5.726
28.109
5.334
3.454
5.340
3.503
8.605
6.163
0.853
0.282
0.453
0.206
10.814
2.101
100.201
2956278.629
5.005
0.500
1.891
1.115
5.331
1.751
6.163
0.282
0.853
0.206
0.453
10.814
2.101
811.341
1.891
4.017
21.295
3935.976
25781.798
218679.106
91875.633

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
-8.936
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
22639.000
23220.000
23225.000
2021.000
180.000
2023.000
12.000
2023.000
12.000
31.000
50.000
7.000
3.274
7.000
2.672
70.000
17.118
400.000
228471.000
20.000
2.000
7.000
4.000
2023.000
10.064
50.000
3.274
7.000
2.672
7.000
70.000
17.118
4408.000
7.000
16.000
78.000
14435.000
96198.000
760032.000
359977.000

cattle - sim - td - 2302

Analiza nepročišćenih ulaznih podataka

region	Frequency	Cumulative Frequency
	177739	177739
0	8	177747
1	988772	1166519
2	220297	1386816
3	341026	1727842
4	235490	1963332
5	168211	2131543
6	1434207	3565750
7	1412792	4978542
8	18231	4996773
9	51900	5048673
10	248619	5297292
11	236177	5533469
12	348252	5881721
13	2088	5883809
14	588461	6472270
15	5001	6477271
16	366773	6844044
17	12068	6856112
18	21358	6877470
19	790	6878260
20	313789	7192049
22	37661	7229710

parity	Frequency	Cumulative Frequency
0	1	1
1	1837448	1837449
2	1516948	3354397
3	1211404	4565801
4	907498	5473299
5	650005	6123304
6	445377	6568681
7	289100	6857781
8	177012	7034793
9	99732	7134525
10	52296	7186821
11	25032	7211853
12	10852	7222705
13	4458	7227163
14	1611	7228774
15	590	7229364
16	144	7229508
17	31	7229539
18	11	7229550
20	14	7229564
21	9	7229573
22	6	7229579
23	9	7229588
28	13	7229601
30	14	7229615
31	17	7229632
33	6	7229638
40	10	7229648
43	2	7229650
50	8	7229658
51	8	7229666
53	9	7229675
55	9	7229684
61	1	7229685
66	6	7229691
71	8	7229699
80	2	7229701
81	6	7229707
91	3	7229710

type	Frequency	Cumulative Frequency
	3703658	3703658
A2	2385192	6088850
A3	10672	6099522
A4	1036	6100558
A6	2	6100560
B1	4202	6104762
B2	1090573	7195335
B3	5760	7201095
B4	5	7201100
B5	28610	7229710

cattle - sim - td - 2302

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	309,381	16.13	301,306	0.66	301,695	4.12	307,584	0.54	307,986	3.41	307,999	9.78
2014	305,018	15.80	302,258	0.64	302,451	4.09	305,017	0.53	305,212	3.40	305,179	9.82
2015	303,904	16.05	301,128	0.65	301,233	4.06	303,902	0.54	304,011	3.40	304,001	9.88
2016	296,295	16.71	293,587	0.68	293,714	4.11	296,292	0.56	296,421	3.41	296,325	9.86
2017	282,971	17.44	280,580	0.71	280,721	4.09	282,971	0.59	283,115	3.43	283,103	9.89
2018	272,601	17.78	270,108	0.73	270,216	4.15	272,600	0.61	272,711	3.46	271,867	10.16
2019	261,332	18.08	258,876	0.75	259,003	4.19	261,329	0.62	261,459	3.47	261,297	10.36
2020	227,621	18.36	225,421	0.76	225,551	4.19	227,621	0.64	227,751	3.50	227,703	10.35
2021	259,708	18.91	257,053	0.79	257,187	4.20	259,700	0.65	259,837	3.49	259,738	10.31
2022	248,578	18.88	246,290	0.78	246,424	4.15	248,576	0.65	248,711	3.47	248,560	10.33
2023	144,736	19.07	143,483	0.78	143,568	4.13	144,736	0.65	144,821	3.45	144,611	10.28
Ukupno	5,774,394	16.59	5,589,468	0.68	5,593,488	4.13	5,683,713	0.56	5,687,876	3.44	5,684,836	9.93

cattle - sim - td - 2302

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	1,447,048	16.06	1,401,650	0.66	1,402,456	4.17	1,422,302	0.55	1,423,140	3.42	1,422,217	9.44
2	1,243,143	16.94	1,203,447	0.70	1,204,373	4.18	1,222,923	0.58	1,223,876	3.49	1,223,258	9.73
3	998,893	17.30	966,573	0.71	967,430	4.14	983,256	0.59	984,155	3.45	983,647	9.97
4	732,720	17.07	708,988	0.70	709,564	4.11	721,721	0.58	722,315	3.44	721,959	10.17
5	520,507	16.68	503,917	0.68	504,268	4.08	513,040	0.56	513,405	3.42	513,126	10.33
6	350,463	16.19	339,073	0.65	339,294	4.05	345,427	0.55	345,650	3.41	345,490	10.46
7	481,620	15.25	465,820	0.61	466,103	4.00	475,044	0.51	475,335	3.39	475,139	10.63
Ukupno	5,774,394	16.59	5,589,468	0.68	5,593,488	4.13	5,683,713	0.56	5,687,876	3.44	5,684,836	9.93

cattle - sim - td - 2302

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	82,708	17.17	78,003	0.69	78,080	4.08	79,855	0.57	79,935	3.36	79,945	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	86,364	15.80	83,359	0.65	83,444	4.14	84,985	0.53	85,072	3.42	85,075	9.88
2012_04	75,930	16.55	73,721	0.68	73,871	4.13	75,162	0.56	75,319	3.39	75,309	9.72
2013_01	78,321	16.75	76,156	0.68	76,258	4.09	77,848	0.56	77,953	3.37	77,956	9.72
2013_02	68,735	15.81	67,031	0.64	67,075	4.11	68,495	0.53	68,540	3.40	68,541	9.80
2013_03	85,963	15.42	84,653	0.63	84,691	4.13	85,956	0.53	85,996	3.45	85,991	9.87
2013_04	75,083	16.24	74,303	0.66	74,349	4.10	75,082	0.55	75,128	3.40	75,123	9.74
2014_01	72,660	16.37	72,002	0.66	72,069	4.07	72,660	0.55	72,729	3.38	72,718	9.80
2014_02	70,401	15.67	69,731	0.63	69,759	4.07	70,400	0.53	70,428	3.40	70,423	9.85
2014_03	84,733	15.29	84,006	0.62	84,040	4.05	84,733	0.52	84,768	3.41	84,762	9.92
2014_04	76,261	15.90	75,608	0.64	75,638	4.04	76,261	0.53	76,291	3.39	76,288	9.79
2015_01	76,033	16.48	75,292	0.66	75,324	4.04	76,032	0.55	76,066	3.36	76,063	9.82
2015_02	72,926	16.16	72,216	0.65	72,247	4.09	72,926	0.54	72,958	3.40	72,952	9.94
2015_03	78,307	16.01	77,635	0.65	77,662	4.11	78,307	0.55	78,334	3.43	78,330	9.98
2015_04	73,554	16.80	72,940	0.69	72,967	4.11	73,553	0.57	73,581	3.40	73,565	9.78
2016_01	76,246	17.24	75,569	0.70	75,604	4.08	76,244	0.57	76,280	3.37	76,258	9.82
2016_02	65,714	16.75	64,998	0.68	65,024	4.12	65,714	0.56	65,740	3.42	65,718	9.87
2016_03	81,144	16.50	80,467	0.67	80,496	4.10	81,144	0.57	81,173	3.45	81,148	9.96
2016_04	71,084	17.35	70,506	0.71	70,538	4.08	71,084	0.59	71,117	3.42	71,111	9.80
2017_01	72,083	17.93	71,446	0.72	71,484	4.06	72,083	0.60	72,122	3.40	72,114	9.85
2017_02	63,091	17.64	62,546	0.72	62,565	4.11	63,091	0.60	63,110	3.44	63,095	9.93
2017_03	74,496	17.22	73,849	0.71	73,881	4.16	74,496	0.59	74,528	3.48	74,507	10.06
2017_04	67,734	18.26	67,212	0.76	67,249	4.15	67,733	0.62	67,771	3.44	67,644	9.99
2018_01	70,297	18.28	69,535	0.75	69,568	4.13	70,297	0.62	70,330	3.43	70,133	10.13
2018_02	60,620	17.56	60,003	0.72	60,030	4.17	60,620	0.60	60,649	3.46	60,430	10.30
2018_03	76,100	17.37	75,477	0.72	75,492	4.20	76,099	0.60	76,114	3.49	75,839	10.40
2018_04	62,365	18.16	61,836	0.76	61,871	4.19	62,365	0.63	62,401	3.47	62,308	10.31
2019_01	65,835	18.78	65,179	0.78	65,215	4.17	65,835	0.64	65,872	3.44	65,840	10.31
2019_02	56,539	18.24	55,900	0.76	55,924	4.18	56,538	0.62	56,562	3.45	56,536	10.33
2019_03	61,752	17.90	61,225	0.74	61,258	4.17	61,751	0.62	61,785	3.49	61,773	10.40
2019_04	57,258	18.36	56,735	0.77	56,761	4.20	57,258	0.63	57,285	3.49	57,275	10.33
2020_01	60,024	18.56	59,392	0.78	59,428	4.20	60,024	0.64	60,060	3.50	60,046	10.34
2020_02	51,633	18.19	51,141	0.75	51,168	4.19	51,633	0.63	51,660	3.50	51,648	10.37
2020_03	69,542	18.28	68,892	0.76	68,913	4.20	69,541	0.64	69,562	3.51	69,544	10.38
2020_04	61,987	19.00	61,427	0.80	61,471	4.20	61,984	0.66	62,028	3.50	62,010	10.29
2021_01	67,232	19.40	66,514	0.80	66,551	4.17	67,229	0.67	67,266	3.47	67,242	10.32
2021_02	60,921	18.92	60,269	0.78	60,313	4.18	60,919	0.65	60,963	3.47	60,939	10.30
2021_03	66,418	18.38	65,797	0.76	65,824	4.18	66,418	0.64	66,446	3.49	66,401	10.35
2021_04	62,180	19.14	61,592	0.80	61,634	4.17	62,180	0.66	62,224	3.47	62,180	10.24
2022_01	65,682	19.33	65,048	0.80	65,080	4.14	65,682	0.66	65,715	3.45	65,661	10.30
2022_02	55,658	18.75	55,113	0.77	55,149	4.15	55,658	0.64	55,694	3.47	55,632	10.32
2022_03	68,876	18.67	68,272	0.77	68,308	4.15	68,876	0.64	68,912	3.48	68,855	10.43
2022_04	50,672	19.88	50,212	0.82	50,238	4.12	50,671	0.68	50,697	3.42	50,648	10.15
2023_01	37,063	21.39	36,718	0.86	36,746	3.99	37,063	0.70	37,091	3.27	37,032	10.08
2023_02	16,569	22.06	16,420	0.85	16,437	3.86	16,569	0.69	16,586	3.14	16,576	10.13
Ukupno	5,774,394	16.59	5,589,468	0.68	5,593,488	4.13	5,683,713	0.56	5,687,876	3.44	5,684,836	9.93

cattle - sim - td - 2302

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	821,237	16.50	793,760	0.68	794,263	4.13	809,457	0.56	809,977	3.44	809,268	9.87
Kr-zag	174,561	16.42	168,649	0.67	168,869	4.09	170,984	0.56	171,216	3.41	171,345	9.63
Sisac	276,467	16.34	265,408	0.66	265,500	4.05	273,035	0.55	273,132	3.42	273,189	9.97
Karlov	166,424	17.00	162,033	0.68	162,159	4.03	164,590	0.57	164,720	3.39	164,543	9.85
Varaz	130,038	15.83	126,363	0.66	126,463	4.19	128,637	0.54	128,741	3.44	128,540	9.78
Ko-krz	1,252,305	16.24	1,222,845	0.68	1,223,740	4.21	1,238,343	0.55	1,239,266	3.44	1,238,629	9.86
Bj-bil	1,212,159	16.47	1,174,142	0.68	1,174,629	4.17	1,190,404	0.56	1,190,910	3.44	1,190,530	10.09
Licka	36,052	14.23	34,492	0.57	34,503	4.03	35,651	0.48	35,663	3.41	35,632	10.03
Vi-pod	200,856	15.93	194,819	0.65	195,030	4.14	196,772	0.54	196,992	3.45	196,943	9.92
Pozes	187,424	17.11	178,499	0.68	178,579	4.01	181,888	0.59	181,971	3.45	181,832	9.65
Br-pos	270,141	15.72	263,321	0.63	263,414	4.04	266,247	0.54	266,342	3.44	266,238	10.07
Osjec	461,272	17.74	442,715	0.71	443,007	4.03	451,948	0.61	452,244	3.47	451,791	10.05
Vu-sri	293,491	17.93	277,308	0.71	277,977	4.00	286,487	0.61	287,182	3.46	287,010	9.88
Zadar	24,146	17.17	23,860	0.69	23,881	4.05	24,082	0.58	24,103	3.44	24,098	9.93
Istra	15,836	19.74	15,374	0.78	15,412	3.99	15,572	0.69	15,615	3.54	15,627	9.32
Međim	251,985	17.18	245,880	0.72	246,062	4.19	249,616	0.59	249,802	3.45	249,621	9.95
Ukupno	5,774,394	16.59	5,589,468	0.68	5,593,488	4.13	5,683,713	0.56	5,687,876	3.44	5,684,836	9.93

cattle - sim - td - 2302

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	70	0.48	83	0.57
3	1178	8.16	1261	8.74
4	1068	7.40	2329	16.13
5-10	4928	34.14	7257	50.27
11-20	3655	25.32	10912	75.59
21-30	1504	10.42	12416	86.01
31-40	751	5.20	13167	91.22
41-50	410	2.84	13577	94.06
51-100	671	4.65	14248	98.70
101-150	105	0.73	14353	99.43
151-200	30	0.21	14383	99.64
201-250	11	0.08	14394	99.72
> 250	41	0.28	14435	100.00

cattle - sim - td - 2302