ImageGP | BugBase | 微生物表型预测

BugBase

More functions in the updated version of ImageGP: https://www.bic.ac.cn/BIC/ Please cite: Tong Chen, Yong-Xin Liu, Tao Chen, et al. 2024. ImageGP 2 for enhanced data visualization and reproducible analysis in biomedical research. iMeta 3: e239.

BugBase is a tool for measuring high-level phenotypes in your microbiome. Please refer to BugBase for input formats, results explanation and citation information.

GreenGenes based OTU abundance table for BugBase analysis

OTUID	KO1	KO2	KO3	KO4	KO5	KO6	OE1	OE2	OE3	OE4	OE5	OE6	WT1	WT2	WT3	WT4	WT5	WT6
57759	214	132	1225	366	1297	291	130	1206	833	503	192	219	798	918	546	214	579	856
810167	1361	394	559	756	1310	515	520	586	461	616	670	432	1116	1463	555	593	1116	915
1134692	968	764	981	1056	1732	1160	299	319	445	469	452	413	650	710	537	678	599	594
546343	11	4	8	0	3	22	9	5	4	7	1	8	3	2	12	2	2	6
48487	390	431	234	262	32	926	290	238	245	442	195	222	333	133	297	264	140	202
940737	1888	1219	2416	2190	3032	1840	679	504	1216	1259	974	641	1316	1577	841	1134	1528	1212
827300	4	0	2	1	0	3	4	0	1	1	4	2	1	0	0	2	1	1
816587	45	81	44	63	30	44	62	80	63	66	76	102	68	51	82	52	53	65
590960	133	98	90	123	73	196	87	66	100	134	123	145	62	179	132	329	169	80
694269	140	359	197	117	98	139	163	187	149	149	191	153	206	313	196	285	371	211
547806	506	1259	548	555	467	601	494	497	396	604	798	492	917	788	925	565	729	575
688259	313	330	291	381	101	376	275	362	363	272	328	251	403	327	368	295	484	315
1068902	41	64	140	59	59	49	15	38	34	30	22	31	49	35	53	43	23	43
240452	145	149	217	192	154	129	117	85	162	146	171	141	173	208	201	182	194	223
558740	84	100	99	90	120	88	103	77	62	67	117	77	82	87	86	77	95	83
254401	217	222	245	194	257	251	139	83	97	105	165	121	142	197	129	144	161	169
578786	142	127	37	60	44	102	515	203	285	299	144	569	46	20	78	47	32	78
2200131	302	337	288	346	543	367	467	369	242	411	340	181	418	492	499	408	314	374
1125991	10	8	1	3	0	5	4	5	2	10	5	6	1	4	3	1	3	7
674370	5	0	7	8	11	0	2	6	1	4	1	4	3	4	1	1	3	4
140229	50	127	100	119	77	74	84	99	74	85	73	82	77	68	106	75	79	92
254116	501	667	627	447	537	595	603	468	404	412	578	546	471	464	552	562	476	579
1106130	521	518	628	427	202	371	376	628	1621	830	535	546	682	773	603	1384	600	581
364617	1	2	2	10	0	0	0	1	1	1	2	1	0	0	0	1	0	1
261435	48	35	45	30	15	44	71	44	46	49	57	76	37	37	46	22	51	50
4310319	287	403	1217	586	104	161	523	417	431	303	411	269	544	226	500	419	258	1008
2364698	4	0	0	1	1	0	6	1	1	1	0	2	0	1	1	1	0	5
136377	19	26	50	30	100	34	24	29	26	38	26	20	42	70	23	13	41	24
4422734	22	17	22	40	24	18	26	17	13	16	15	14	16	16	16	25	15	22
4354368	21	18	7	23	3	9	45	37	49	50	67	14	30	85	58	52	21	37
854050	38	25	14	29	39	32	75	31	64	58	31	87	16	7	25	23	29	42
3053045	15	0	0	0	0	0	1	2	0	2	1	1	9	0	0	0	0	0
4370738	64	25	97	99	80	68	28	36	127	76	53	62	72	120	91	96	79	94
99951	1	1	0	0	0	10	0	1	0	0	0	2	0	0	0	0	0	0
711809	51	50	108	94	147	98	35	33	43	46	48	55	45	78	37	75	94	75
615362	2	1	1	3	1	3	2	0	2	1	2	1	1	0	5	4	3	1
4093080	1	7	7	3	1	2	6	4	2	1	3	3	1	1	6	5	3	4
248618	197	202	310	240	226	218	255	151	145	170	183	214	154	176	232	162	161	205
560146	3	0	1	1	0	0	0	0	1	1	0	1	0	2	3	1	0	1
731707	26	19	16	3	2	4	11	8	20	6	9	13	13	2	8	9	24	13
825474	20	31	71	56	27	21	31	33	38	13	24	25	36	35	45	24	25	33
1135768	539	434	853	850	1149	807	579	436	998	970	786	633	997	1723	974	1154	1158	739
1616780	1	0	0	0	0	1	0	2	0	0	0	1	0	0	3	0	1	0
246240	770	620	705	815	975	963	337	276	451	466	463	398	620	686	582	659	602	590
336298	222	234	493	254	137	208	152	223	579	274	217	172	399	271	229	295	786	338
287179	51	40	87	63	84	64	38	43	65	51	51	38	37	67	73	62	54	70
1134925	15	62	26	5	0	3	6	9	11	12	3	7	40	10	8	19	1	10
4151701	6	6	3	3	7	1	8	0	5	2	6	3	3	3	4	4	5	3
436590	111	141	186	126	168	127	164	117	117	113	123	144	104	107	177	163	120	164
529762	20	21	22	7	8	9	21	24	21	18	10	22	26	10	25	9	9	9
849156	122	81	118	113	104	139	13	23	28	34	26	18	54	63	36	42	43	42
944197	5	6	0	2	16	25	4	2	1	2	2	10	0	2	16	1	1	1
1049387	156	105	105	132	180	117	94	135	118	141	253	111	100	90	182	125	122	105
12978	274	646	480	235	296	247	306	308	239	153	290	367	564	357	313	636	260	347
4296910	108	136	152	85	91	137	182	97	111	105	132	89	76	117	225	70	100	180
974121	38	53	51	57	88	58	165	238	94	515	131	477	30	26	47	48	192	89
273949	28	35	34	36	42	25	27	42	43	50	31	34	70	49	51	46	31	35
901995	5	3	0	3	0	8	8	1	6	2	1	3	0	0	4	3	1	4
141810	18	16	24	7	36	13	12	16	8	6	8	7	6	5	35	14	12	7
4430763	240	209	166	178	107	215	331	197	224	211	278	311	272	263	402	297	298	377
562008	98	96	114	88	49	87	153	92	91	117	118	109	62	154	131	170	123	154
569952	137	94	201	178	328	131	65	35	84	72	79	48	121	188	79	43	152	83
1052930	9	20	16	31	17	15	17	28	25	24	55	42	17	16	19	14	37	28
4412134	65	35	42	87	73	108	33	28	107	101	58	35	138	107	42	63	57	62
952203	110	39	54	119	123	181	17	17	82	31	25	55	85	158	48	62	72	45
857566	25	28	6	9	3	22	42	24	23	18	22	39	13	7	10	19	18	17
4327829	7	8	4	3	9	12	11	9	3	2	11	12	4	2	3	8	11	14
3319380	48	45	40	41	27	40	40	75	50	42	35	53	45	20	71	46	54	81
1042596	2	1	0	1	0	0	3	0	2	1	0	1	3	1	0	2	0	2
4386631	288	306	343	354	439	345	232	178	291	291	343	240	341	534	405	450	308	321
816441	234	231	280	257	116	224	353	254	322	260	316	228	230	367	352	396	257	349
863742	21	28	19	19	16	19	28	28	28	27	27	26	30	29	31	22	13	27
751555	101	142	81	74	62	63	230	144	115	116	117	148	121	105	154	137	82	124
278562	176	52	87	96	284	141	14	10	35	27	20	8	54	54	41	38	69	67
839217	3	5	2	5	4	1	7	25	11	11	11	8	12	2	9	11	7	6
3984866	4	5	3	6	5	10	6	4	4	5	9	7	4	6	6	4	5	3
365415	266	236	168	199	95	191	299	205	223	214	299	315	240	297	310	304	259	301
608919	61	54	89	89	105	47	36	38	45	42	53	42	65	63	69	70	60	80
539871	25	17	17	49	34	22	9	14	27	18	21	12	13	27	21	25	22	21
864304	4	5	5	8	3	8	12	11	3	9	5	9	4	4	3	1	6	9
959590	134	115	144	166	220	143	82	85	73	95	103	72	96	91	92	86	104	108
4433820	3	0	0	1	0	0	2	7	6	1	0	2	1	0	0	5	10	1
903626	66	106	143	178	142	141	63	45	75	71	83	53	84	141	83	112	166	56
506057	94	84	142	133	108	108	68	48	107	70	95	134	79	217	88	302	66	84
554420	91	216	205	92	88	115	131	144	208	125	175	113	154	235	182	197	143	209
336364	335	353	670	738	995	639	191	169	269	268	395	267	324	568	237	248	513	274
3579424	84	20	29	44	28	37	5	3	13	12	5	4	11	14	13	10	19	13
4349251	4	3	3	0	1	0	6	2	7	10	2	6	4	4	4	7	5	6
4170464	4	0	3	12	3	3	1	2	1	3	2	4	6	3	3	5	4	9
834418	26	39	24	13	8	7	26	21	16	27	22	24	19	21	26	13	9	34
4373617	128	96	133	55	141	116	196	123	117	130	174	180	149	222	304	207	232	258
17991	340	757	342	426	262	515	288	429	626	376	532	384	563	312	413	414	731	497
4447334	2	1	1	1	0	1	2	0	0	0	1	1	0	0	0	1	2	0
849836	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
895220	17	6	18	13	16	16	19	14	9	14	10	23	6	12	7	11	9	9
224825	43	37	42	38	45	48	29	25	29	37	32	38	40	43	62	50	41	34
241533	90	101	77	85	40	35	120	64	49	45	77	86	60	50	57	47	22	84
107275	3	1	1	8	2	0	0	2	0	4	2	3	3	3	0	2	1	0
1088254	66	68	98	97	70	62	45	49	65	27	45	40	51	49	76	67	70	44
143130	51	57	13	86	64	150	23	32	43	36	52	39	75	51	53	48	55	35
811122	33	43	32	39	41	37	23	33	47	28	25	27	32	31	29	21	27	21
79085	27	23	19	34	77	29	36	26	40	50	37	30	25	37	59	83	44	27
39735	2	0	0	0	0	0	0	0	0	0	0	0	0	0	12	0	0	0
798634	19	7	25	30	17	39	11	9	27	20	17	23	42	25	16	20	33	13
332595	33	26	43	36	26	34	23	32	16	17	27	18	17	30	23	27	26	27
1129297	11	8	4	2	3	9	2	9	12	3	2	4	1	3	2	2	4	5
542933	2	3	3	0	2	0	5	4	3	6	4	1	2	0	6	3	1	4
214611	12	14	7	12	3	16	11	11	8	9	14	8	10	8	9	10	11	17
112992	60	72	43	27	29	45	60	43	41	34	57	54	39	43	74	44	22	54
523542	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
1136913	59	52	63	69	24	51	84	66	50	50	59	95	57	61	62	53	51	83
1126427	27	32	16	31	19	60	19	22	33	17	67	28	33	21	11	28	31	17
135933	1	1	1	1	0	3	0	0	0	2	4	3	1	0	2	0	2	2
172808	7	0	4	6	6	6	2	2	3	3	3	3	3	7	4	5	5	7
334324	5	6	3	3	2	5	11	4	10	4	16	3	2	4	4	7	8	11
4478654	2	5	1	0	1	2	1	4	4	2	2	1	3	1	3	0	0	1
138062	48	43	56	29	38	60	51	137	186	92	60	30	50	52	58	68	23	42
544457	297	829	529	346	342	438	142	193	113	306	282	172	412	522	232	622	1661	228
4360252	20	40	12	20	43	18	19	25	16	37	19	21	36	19	36	23	20	37
219727	65	0	4	5	2	3	4	11	8	1	0	7	0	1	1	1	2	1
2618782	4	3	0	5	1	1	3	3	1	5	1	1	3	0	0	1	2	1
650099	40	29	58	50	53	38	25	17	20	13	38	22	30	18	32	22	24	33
4301407	15	1	23	11	1	6	9	2	2	2	3	3	7	5	4	25	3	1
580635	55	9	34	47	14	14	89	19	39	44	41	86	15	20	40	43	21	32
4294646	55	28	59	58	97	54	28	44	65	98	92	72	32	53	41	56	55	50
783209	5	3	2	0	0	0	0	2	2	1	0	0	3	0	6	0	2	1
243709	111	99	191	151	199	131	55	53	57	77	88	71	60	88	62	112	91	85
1033018	7	1	2	11	6	14	3	0	6	2	2	3	2	2	3	2	2	1
218095	9	4	16	18	7	21	6	13	2	11	8	7	9	13	23	11	7	5
1126866	53	55	133	80	272	42	40	64	16	88	95	56	60	49	56	97	139	74
369289	74	122	77	13	4	53	44	47	149	49	26	64	36	24	45	58	87	66
1939004	11	7	10	6	9	11	5	1	10	5	27	4	11	85	12	7	32	5
246078	8	14	2	9	1	5	15	17	4	11	17	7	11	16	17	12	13	12
1061429	20	6	12	17	20	22	9	25	50	55	29	34	26	46	36	56	15	32
223418	5	11	19	16	5	12	12	19	8	2	13	12	12	10	11	13	12	9
743788	13	3	25	0	1	2	0	38	3	2	0	6	0	1	14	3	0	2
3329855	91	100	95	78	122	138	29	26	46	58	56	57	46	55	57	79	66	59
363198	48	44	74	25	60	97	46	43	21	21	31	47	26	21	29	25	27	37
511659	37	30	52	35	43	51	38	61	28	32	46	27	28	23	67	42	27	34
4008562	94	41	58	97	76	356	42	36	70	64	48	106	53	49	91	60	57	65
250348	21	14	14	7	20	16	7	8	5	7	13	7	7	13	9	6	9	8
719367	189	201	207	228	303	265	169	140	162	159	197	164	165	153	188	325	237	214
819400	270	263	226	195	182	238	351	226	247	273	286	320	283	372	394	289	249	379
574020	14	14	29	10	9	8	5	14	13	9	9	10	9	8	7	11	9	20
571867	28	20	20	12	7	10	23	27	21	13	13	34	18	6	28	9	14	47
1032653	14	15	4	6	4	12	25	9	10	8	16	23	8	9	12	4	19	9
1107716	4	0	0	1	1	1	0	0	1	0	1	0	0	0	0	0	1	0
2324042	10	11	6	10	9	13	16	20	10	10	15	14	16	11	15	5	12	8
1108799	36	19	82	19	11	21	55	29	44	51	55	45	32	58	71	45	25	98
576136	20	16	57	61	3	20	20	14	2	13	21	12	5	6	14	27	5	17
610418	68	92	82	110	85	103	85	65	66	67	226	65	81	105	95	69	67	99
822432	32	16	10	16	8	9	79	64	66	51	44	26	32	47	77	47	22	53
978255	12	11	11	16	13	16	39	8	12	28	18	16	27	41	23	32	30	22
878663	14	15	4	1	5	47	33	14	8	9	5	14	4	12	4	13	13	6
30134	2	0	0	1	1	2	0	1	1	0	2	1	0	0	0	1	0	0
114176	28	51	12	31	23	20	15	17	24	17	16	14	39	20	32	31	15	35
756603	63	89	21	1185	534	40	94	132	56	166	81	90	285	48	115	128	88	189
434250	3	0	0	1	2	1	1	2	4	1	1	3	2	2	1	0	2	2
102122	14	9	17	7	6	3	27	21	40	28	17	28	30	65	37	52	41	36
925695	91	132	129	130	116	116	83	141	103	63	140	69	92	119	104	102	121	89
1142871	7	33	9	4	4	9	14	29	22	10	8	21	13	13	19	10	5	11
4295043	16	7	12	8	13	21	16	11	6	9	12	12	10	10	13	11	14	13
137233	25	16	28	22	63	30	18	17	25	15	31	14	51	50	35	40	32	36
1111634	5	3	0	1	1	1	14	18	2	7	17	10	16	6	13	5	14	8
563475	5	21	15	18	6	10	11	9	11	6	15	9	9	20	16	14	10	8
112168	13	13	12	10	5	16	31	20	30	22	25	27	18	14	33	17	10	26
688784	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
217201	28	34	38	42	7	34	51	19	31	25	29	41	20	13	31	13	17	24
343239	37	41	81	71	111	78	29	93	86	56	96	41	71	48	71	56	104	96
158871	11	11	3	0	0	6	3	12	16	4	0	15	2	2	6	0	11	1
245552	1	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0
590441	23	13	10	7	10	14	16	6	17	13	16	16	14	10	8	40	12	18
1130846	127	249	201	147	98	117	132	217	161	121	155	109	133	152	170	190	127	183
2827695	2	7	4	0	2	2	8	2	5	12	7	6	8	2	6	24	0	11
860073	33	10	71	45	107	115	21	62	13	24	26	16	20	24	23	24	38	24
807703	2	1	0	2	1	0	3	1	0	1	2	0	1	0	1	1	2	1
152462	9	14	11	1	8	9	14	1	7	3	11	8	4	7	5	4	9	13
274934	3	0	1	0	1	0	1	0	2	1	0	2	2	0	2	0	1	1
582988	98	30	8	16	99	2	22	15	51	334	40	16	41	23	89	106	16	27
572519	27	20	17	22	3	19	12	26	29	21	19	35	43	10	13	40	8	12
1109964	76	77	96	116	103	118	67	42	57	57	45	83	32	47	57	65	49	59
538315	53	95	105	61	26	47	75	72	57	59	57	59	50	83	63	101	46	99
2801319	8	5	4	0	4	12	6	3	10	15	7	7	10	7	12	8	4	4
253573	59	88	51	48	30	66	84	105	87	62	57	91	74	58	72	76	55	71
4405719	21	21	17	42	24	45	25	16	23	18	22	19	27	34	22	16	23	21
343608	62	14	32	50	278	18	27	50	13	92	64	35	30	5	48	55	31	62
4356724	4	2	4	1	0	1	1	4	0	3	1	0	1	4	2	1	0	1
226373	12	42	35	16	31	34	22	17	10	9	23	18	16	13	25	23	38	21
555635	11	4	4	3	5	7	5	7	7	4	9	7	8	8	10	6	8	10
217506	82	49	98	225	176	216	25	15	83	52	46	30	151	146	62	84	78	77
3334374	26	37	28	26	23	24	30	44	23	18	32	32	37	33	29	21	27	26
576963	3	3	1	0	0	1	3	5	3	1	1	0	2	2	0	1	4	0
651643	12	4	11	11	36	16	5	1	9	7	7	4	15	14	10	4	14	8
1110760	13	13	19	12	10	11	5	14	15	13	5	10	12	5	12	15	7	8
269901	4	3	1	1	6	3	13	25	2	8	48	6	1	4	3	14	1	4
1074016	103	44	70	118	73	101	20	26	69	41	17	18	102	44	22	27	87	43
834020	10	4	5	5	3	9	7	2	2	2	1	4	2	3	2	2	6	5
810175	14	12	19	26	73	19	13	11	12	15	65	28	11	13	20	28	43	29
585143	13	24	18	26	27	16	11	39	117	10	61	10	54	32	24	22	55	59
792868	390	233	307	591	431	614	90	60	143	115	164	156	170	220	134	204	227	186
4429884	5	1	2	2	0	3	1	1	1	1	0	0	0	2	0	0	0	1
103478	14	16	9	9	3	20	9	20	6	10	15	13	7	5	13	8	10	9
545121	7	2	0	4	3	4	5	0	4	4	4	5	6	8	2	1	1	2
4467413	2	3	0	3	0	12	2	2	0	29	0	0	0	0	2	0	1	7
535678	14	41	64	1	1	14	4	4	7	7	3	4	1	4	1	5	47	3
4344420	4	2	4	5	0	1	13	10	8	8	15	11	4	8	10	4	5	7
843254	20	14	33	14	58	13	12	15	10	7	16	10	25	33	16	22	19	28
86545	3	3	1	0	0	1	2	0	0	2	1	2	1	1	1	3	0	3
1637278	13	9	8	0	0	38	11	2	3	7	5	3	1	0	4	9	0	5
2920135	19	34	26	17	34	32	10	8	18	7	15	14	7	21	14	15	22	17
928972	3	0	0	0	0	0	0	2	0	0	0	1	0	0	0	0	0	0
4325163	30	28	53	14	31	24	5	11	5	11	19	7	6	10	22	17	9	12
746944	73	72	59	73	184	75	120	83	66	105	61	44	112	141	125	87	76	134
240506	5	3	1	1	8	11	5	6	2	4	3	11	7	6	3	1	3	2
1108726	165	112	164	189	197	257	124	105	208	270	135	96	181	194	193	165	145	161
651642	2	0	0	0	0	2	2	0	4	1	3	0	1	0	0	1	1	0
510999	41	61	69	37	60	92	47	25	21	30	45	38	20	26	25	34	36	39
209507	18	17	40	8	15	31	11	10	8	12	10	7	8	4	14	4	11	10
586306	30	36	24	22	27	26	50	45	23	25	29	40	8	24	47	28	32	32
113214	7	6	2	2	0	0	9	4	4	2	2	5	3	0	3	0	1	6
846710	7	3	0	2	3	2	0	3	1	6	1	0	0	3	1	0	1	5
257270	60	71	201	23	31	65	35	33	33	35	20	23	17	24	32	33	12	18
565240	4	8	0	2	2	1	14	6	10	8	12	10	8	6	7	4	4	23
4035617	82	17	8	29	28	14	11	17	14	45	19	18	34	31	16	14	22	26
320782	15	10	3	13	21	10	22	12	19	9	16	19	11	6	15	12	15	27
582813	9	16	4	2	1	6	3	6	12	9	7	7	4	4	11	3	3	10
807761	1	3	1	0	0	2	3	3	5	7	1	4	6	1	0	3	4	6
587540	5	5	7	1	6	4	6	5	2	2	4	8	5	7	3	10	2	4
766807	5	1	2	3	20	19	9	10	8	3	3	7	0	5	4	2	0	7
612438	208	255	54	379	119	160	120	228	123	210	209	115	337	305	179	233	181	183
571263	68	86	96	105	118	94	62	70	64	67	109	61	63	74	73	137	125	97
776787	66	73	80	73	110	74	26	29	49	50	54	71	50	70	55	47	69	35
3936243	4	7	12	4	6	9	6	14	13	13	14	9	4	5	14	5	4	13
569341	58	38	6	14	7	17	33	33	65	46	36	21	42	34	87	173	46	45
113760	16	28	41	19	22	20	9	31	8	18	19	13	15	7	30	38	20	20
3768995	1	0	1	0	0	0	0	0	4	0	0	1	4	0	0	0	0	0
4460363	38	47	40	35	23	68	46	48	43	29	37	44	29	26	54	31	38	33
253744	10	17	9	24	13	18	9	15	13	10	12	9	26	14	14	18	14	14
131892	16	9	12	12	10	13	11	8	9	5	13	15	7	7	5	6	8	7
815724	15	24	5	4	3	9	14	13	9	14	7	12	48	7	13	1	12	9
510204	11	13	7	8	10	29	7	21	31	30	14	33	22	8	15	34	12	16
849118	6	2	2	6	2	1	3	4	1	2	4	3	2	3	2	2	1	1
585830	23	38	24	20	8	13	78	33	63	26	35	33	21	33	36	35	37	40
588969	8	13	19	14	7	10	9	14	9	7	9	8	6	11	13	12	18	9
4348745	1	0	0	0	0	0	2	1	2	0	2	1	1	3	1	0	0	2
304062	67	22	25	57	80	49	102	86	53	64	37	44	139	83	58	47	50	83
590356	95	61	145	39	32	48	102	44	55	64	109	77	74	62	98	83	72	111
2362284	44	49	32	30	31	44	53	34	35	36	54	61	50	51	65	62	55	81
829373	11	43	77	57	11	30	24	32	22	22	36	25	46	33	26	47	28	47
206124	70	60	92	31	14	35	74	56	41	45	59	74	50	28	55	49	35	65
540592	81	98	12	28	33	56	104	55	62	47	75	110	60	38	74	41	56	70
1129719	31	59	7	22	69	23	25	61	49	36	32	16	30	29	35	16	7	34
3498923	26	17	12	6	11	7	17	18	9	32	14	15	4	4	6	12	6	8
561452	21	54	28	20	17	23	36	48	28	30	38	37	39	28	32	31	36	34
572097	33	39	20	50	11	37	49	34	32	31	25	40	26	16	29	24	13	19
4358703	1	0	0	0	0	0	0	0	1	0	2	1	0	1	0	0	0	0
87098	5	4	1	0	0	0	0	2	1	0	0	1	2	21	1	0	0	2
938496	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
823382	34	67	114	89	114	74	36	63	53	28	143	45	65	47	65	54	63	53
581639	48	18	11	28	42	41	20	15	17	17	14	11	23	16	14	18	18	17
456617	1	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0	0	0
583185	7	5	11	6	2	6	6	8	5	3	5	8	6	5	9	7	7	4
949660	6	1	0	2	1	2	1	3	0	1	1	2	0	0	6	0	0	0
142425	64	54	101	38	346	77	184	120	70	93	75	38	168	84	131	115	74	203
311118	24	40	31	33	19	34	35	52	43	30	27	49	36	33	59	27	21	53
569066	7	9	62	38	29	13	20	11	6	11	7	20	6	34	30	12	24	20
1889810	32	117	622	314	193	212	196	733	675	469	373	122	288	298	239	204	473	588
4476590	3	1	2	2	1	2	6	2	1	2	1	1	5	0	3	0	1	2
249068	65	123	80	77	25	60	111	129	90	82	71	94	83	62	107	59	61	92
4418677	8	3	2	2	4	0	0	1	3	3	2	1	1	2	5	5	1	2
4445338	6	2	2	2	4	2	4	5	2	0	2	9	10	13	12	3	8	6
4385959	36	20	32	36	20	42	35	21	47	34	39	30	39	77	68	88	63	49
964020	1	0	0	0	0	0	0	0	0	2	0	5	1	0	1	0	0	0
548468	16	3	78	37	52	14	14	76	8	25	44	21	38	23	16	28	58	41
1657331	5	3	1	4	2	3	7	3	3	7	9	4	5	2	3	3	1	5
4358255	317	403	194	173	219	336	278	301	108	265	148	205	126	91	218	84	174	246
4348382	228	106	168	392	290	474	96	64	439	299	184	211	425	872	154	246	289	183
138702	18	3	1	3	0	9	10	10	45	6	14	13	7	1	11	7	6	10
527154	8	4	2	4	8	8	12	3	8	12	3	9	1	4	13	1	9	4
4315843	111	120	376	190	390	245	110	182	83	124	179	69	180	230	119	187	327	207
358785	12	21	7	19	10	11	20	8	19	7	10	17	9	13	7	5	10	13
533994	135	131	113	138	131	165	95	54	93	65	115	109	85	91	129	114	113	86
2199910	5	15	18	4	4	5	3	6	6	2	1	3	7	8	3	9	1	9
4362819	12	13	1	2	3	10	26	26	13	7	8	5	6	3	5	2	14	1
4318219	6	4	27	1	0	5	8	5	2	1	2	1	1	2	9	1	3	4
1083508	13	12	16	15	30	23	16	17	27	13	50	15	14	16	14	15	13	67
563670	94	122	159	102	67	96	56	106	130	87	83	59	197	140	125	93	219	198
4436752	1	1	0	0	0	3	4	2	0	3	7	0	1	0	0	2	0	0
1500418	3	3	5	0	0	8	4	5	4	5	3	4	2	5	4	0	4	9
583756	3	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0
4442627	36	33	23	16	2	14	71	33	31	29	24	66	31	15	30	13	18	44
1124560	1	0	0	0	0	0	3	0	1	0	0	0	0	0	0	0	0	0
2545365	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
170490	1	1	2	0	0	0	0	0	1	0	1	2	1	0	0	2	1	0
1081614	101	230	681	6	39	99	44	23	441	300	27	86	106	69	76	32	54	71
749563	3	1	10	0	0	0	0	0	0	0	0	1	4	1	2	3	2	4
518380	42	42	98	91	123	64	109	69	109	134	104	86	124	238	194	167	141	114
4382404	6	9	2	4	11	6	9	16	13	9	7	12	3	4	16	3	6	8
610486	16	1	2	1	8	2	1	5	5	7	4	1	3	6	4	7	1	2
828443	15	4	9	12	11	18	8	48	11	14	17	17	8	10	6	14	16	22
4308190	6	1	0	0	0	3	0	1	3	2	0	0	0	2	0	0	1	0
81252	4	1	0	0	4	2	2	5	7	3	4	15	1	6	1	4	2	2
545134	118	129	277	246	365	267	121	341	366	215	324	137	248	198	318	203	426	349
816001	5	7	5	7	4	5	5	7	3	4	6	7	5	3	12	8	6	10
164500	1	0	2	0	0	1	0	0	1	1	0	1	0	0	0	0	0	0
655278	4	12	24	2	1	5	6	11	7	4	5	6	0	4	2	4	3	9
238031	52	32	24	29	19	17	23	47	247	140	39	46	88	30	57	88	26	36
243954	67	65	113	87	109	139	59	47	42	46	74	52	38	74	58	68	70	64
99330	4	1	4	10	4	2	3	2	6	6	3	4	3	6	3	1	6	3
822874	10	14	6	16	11	15	31	10	9	8	15	20	6	13	12	16	7	8
822776	31	31	21	93	17	75	11	5	42	15	15	58	22	15	31	9	53	14
4424553	16	16	15	13	15	11	64	35	32	37	31	57	17	13	27	95	10	33
547544	10	15	4	11	6	7	5	14	8	8	10	14	20	9	7	7	12	6
936967	5	1	0	0	1	0	6	2	1	2	0	0	0	0	3	0	0	1
210800	1	1	1	0	0	0	0	0	0	1	0	1	0	0	1	0	0	0
264229	8	8	0	8	3	3	5	7	12	3	1	5	6	1	0	5	6	1
4816	52	33	171	62	163	74	30	116	26	41	85	30	101	42	44	81	135	86
4463765	2	0	0	0	0	0	0	0	0	0	0	2	0	0	0	0	0	0
4296364	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0
382468	11	22	8	24	1	2	5	30	17	7	8	19	4	2	10	9	8	18
250298	62	107	7	30	26	32	37	73	36	24	29	38	38	51	83	37	56	34
225453	32	4	10	11	31	6	10	86	182	94	12	8	94	12	36	11	8	32
254205	15	4	4	1	0	15	0	1	15	1	7	4	2	15	3	0	0	6
1108960	184	158	476	489	358	295	114	66	154	107	147	174	110	241	119	236	139	119
4466432	13	1	5	0	17	3	9	11	8	9	5	4	4	4	0	4	20	8
751360	22	7	17	5	14	3	6	14	0	1	5	9	8	11	1	13	16	8
949062	6	7	14	21	4	4	8	4	5	4	3	7	3	9	6	5	5	11
647906	9	17	0	7	3	7	6	13	6	6	5	8	12	5	8	5	5	12
329490	38	57	46	38	117	23	12	23	22	7	29	26	56	16	51	29	27	15
151835	32	5	7	16	19	17	0	0	5	6	1	5	1	4	2	6	6	4
2294362	3	1	2	3	1	1	4	2	1	2	1	5	0	3	2	1	0	5
938901	8	10	7	14	6	6	12	5	6	9	14	14	8	8	8	3	9	7
4433029	1	0	0	1	0	1	2	1	0	1	1	0	0	0	0	0	0	1
4326152	2	0	1	0	0	0	0	0	0	0	1	0	1	1	0	0	0	1
3352047	5	1	10	3	2	2	6	7	4	6	6	14	4	4	9	7	8	7
704462	6	1	0	3	1	2	0	4	4	7	0	1	1	5	4	4	1	1
2317955	3	2	3	5	1	1	1	7	2	1	7	5	3	2	9	2	2	0
241110	1	0	1	1	1	0	1	2	0	0	0	0	0	0	0	0	0	0
611192	17	25	22	18	7	17	23	33	26	24	35	23	27	17	32	19	16	46
144720	105	61	198	145	173	113	142	157	136	114	175	205	56	83	98	127	174	118
1012112	31	27	12	22	15	64	95	41	26	23	45	64	27	23	37	15	26	28
357011	15	11	21	10	5	11	14	9	9	10	5	9	9	2	15	5	4	9
18609	6	8	5	4	2	6	12	9	8	8	6	16	9	9	10	15	3	19
215615	135	290	131	237	44	94	224	191	175	235	194	172	377	397	276	261	331	196
690938	5	2	13	6	13	10	3	8	17	4	2	7	5	13	6	5	7	6
100104	7	0	0	0	0	2	0	0	4	1	0	2	0	1	0	0	0	0
154981	7	13	5	12	5	4	0	3	1	1	0	2	4	3	1	5	13	1
315196	28	17	15	17	33	28	18	18	17	10	23	17	16	25	11	10	15	15
704110	23	30	48	16	88	22	22	26	10	10	16	7	28	21	20	17	22	22
4427396	2	0	4	0	2	1	2	3	6	2	5	16	4	1	10	1	3	4
222905	2	1	1	0	0	0	2	1	0	0	2	1	4	1	4	0	2	0
214791	24	32	17	129	35	74	59	18	23	29	28	35	20	17	49	57	11	37
577123	26	23	25	39	27	33	33	27	21	28	20	22	27	28	31	34	36	29
364805	2	3	0	1	0	2	2	5	0	4	3	5	2	2	1	5	11	4
1104568	5	0	2	1	1	1	4	1	3	0	1	5	3	0	2	1	2	0
355626	17	29	2	18	1	9	29	30	30	43	4	17	15	4	10	22	1	27
4423990	1	1	0	0	0	0	2	0	0	1	0	0	0	0	0	0	0	1
4035950	29	26	35	22	20	35	47	25	35	27	34	41	18	34	41	29	12	42
963763	6	2	11	5	14	9	1	2	4	5	3	3	4	8	3	7	2	1
317632	33	25	27	43	27	39	42	31	23	22	26	48	36	28	28	23	22	33
926461	3	12	7	2	3	8	5	14	6	4	6	9	4	2	2	7	8	2
4333416	5	0	0	5	8	11	4	1	2	1	2	1	2	0	1	1	5	3
835543	16	16	96	2	5	15	25	27	20	15	8	30	21	9	23	6	6	20
1111882	3	1	0	2	2	1	5	1	1	0	0	0	0	31	0	3	0	0
913849	17	21	25	21	42	21	6	17	10	10	24	14	18	9	15	9	17	18
236521	1	1	0	0	2	0	1	1	1	0	0	0	0	0	0	0	0	1
351494	21	47	21	13	6	34	11	7	26	11	4	13	13	13	14	42	29	11
920462	1	0	0	1	0	1	0	0	0	2	0	1	0	0	1	0	1	3
929382	14	5	2	10	6	9	14	10	6	6	25	13	17	17	12	13	15	14
4361435	21	16	18	52	45	57	5	13	13	8	15	6	22	22	10	25	23	15
44246	1	5	0	3	1	0	4	6	3	5	2	3	3	2	5	5	4	4
131787	1	0	1	0	0	0	0	0	0	0	1	0	0	0	2	0	0	0
731014	22	54	13	38	10	20	33	36	30	19	27	29	27	19	20	20	18	21
4424907	2	0	1	0	0	0	0	0	0	0	1	0	0	0	0	1	0	0
235541	7	1	0	2	0	4	6	3	3	2	3	3	3	3	2	1	10	2
4410196	21	15	7	14	11	6	40	10	39	25	25	32	23	24	34	40	27	35
40511	20	34	19	25	35	30	29	24	20	30	25	29	17	13	44	51	21	27
656314	2	1	1	0	0	0	13	5	6	6	1	3	5	10	5	2	2	6
262768	2	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0
615896	13	4	5	13	5	4	6	28	7	50	47	17	3	17	14	50	10	21
5438	56	5	79	10	1	6	5	10	8	8	11	26	0	5	11	27	0	3
3761169	3	1	0	1	0	0	0	0	18	6	4	6	2	2	2	7	2	6
3555655	22	12	12	2	5	14	21	15	16	19	11	21	10	20	31	22	9	17
3359884	45	105	189	40	165	176	1184	785	745	355	977	1391	1392	1344	1044	687	1505	376
554483	34	43	32	24	9	29	56	43	38	34	38	47	33	31	44	42	20	40
13034	17	14	9	7	10	14	5	14	5	9	8	4	4	7	6	7	18	8
812978	9	4	0	0	2	5	3	2	1	1	2	3	2	0	6	7	1	2
627230	2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
3205427	12	7	13	19	9	50	13	10	16	7	12	8	14	4	11	7	4	11
4396454	39	18	24	29	359	21	69	94	29	24	29	17	48	29	90	41	48	47
250987	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
1138512	8	12	17	32	36	11	5	4	4	5	8	3	9	16	6	4	13	19
689696	13	9	7	7	5	15	4	10	8	6	9	6	5	6	7	10	8	7
1942231	4	5	1	0	2	0	0	0	0	1	0	0	0	0	0	3	0	2
4282096	3	6	5	2	4	5	3	3	4	3	5	6	0	2	2	3	9	2
4414775	18	5	9	14	3	9	17	5	8	5	4	7	5	2	11	6	2	4
722895	22	15	83	33	22	87	19	12	10	24	19	17	18	25	20	34	57	14
4353063	26	15	15	15	23	20	28	22	17	20	15	37	41	28	26	23	13	32
589466	12	12	4	2	4	5	9	2	5	2	1	9	1	3	6	4	2	2
240045	5	1	0	2	2	3	5	6	9	8	4	3	12	8	5	5	3	7
12836	7	8	7	1	0	7	5	5	1	5	1	5	8	6	6	2	9	7
113341	6	2	1	4	3	6	2	3	1	5	2	3	4	0	3	2	7	3
2181556	33	17	10	10	5	20	19	10	19	15	27	16	16	25	30	14	18	22
2571648	2	0	0	0	0	1	1	1	0	0	1	0	1	0	0	4	4	1
208470	8	8	23	2	0	3	8	3	3	7	3	8	5	1	4	7	4	8
574141	4	6	2	4	2	4	5	5	4	1	4	10	5	5	3	2	3	5
553302	5	1	2	2	0	0	5	1	3	2	2	2	2	2	4	3	0	1
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970921	17	5	15	69	5	12	48	17	29	28	5	53	86	72	22	17	11	7
252876	71	134	107	154	188	134	76	57	83	85	74	77	91	97	91	117	127	112
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3320487	5	3	0	5	6	7	5	4	9	9	5	5	4	5	2	3	6	9
111553	8	5	32	0	0	0	2	0	1	0	1	2	3	3	0	1	7	0
827089	10	8	1	5	2	7	26	8	7	15	7	17	5	2	5	5	3	5
2804995	46	26	60	51	117	60	42	39	71	83	47	45	113	83	46	63	81	68
984175	15	7	4	2	0	1	11	9	5	14	3	6	0	9	20	20	0	10
589946	11	12	1	7	2	8	16	26	7	13	8	19	12	4	15	12	24	14
774966	2	4	3	1	9	3	1	5	6	5	3	5	1	5	5	0	5	6
234716	35	10	5	18	13	12	6	7	28	21	10	13	11	24	9	9	11	17
275765	19	19	27	15	6	7	15	22	38	18	17	15	34	24	24	35	35	24
4340215	2	0	1	4	4	0	0	2	1	5	5	1	2	1	15	3	1	2
277521	3	0	1	2	2	1	5	0	1	1	0	1	0	7	0	0	3	3
4366263	71	60	164	96	10	31	54	64	64	38	32	69	56	29	40	37	28	108
528577	8	10	18	19	22	15	12	26	29	10	24	4	11	6	15	9	17	19
1140909	8	11	9	9	2	5	8	5	1	4	6	15	4	3	4	1	2	4
945443	1	0	1	0	0	0	2	2	0	0	5	6	0	1	2	0	0	2
998905	20	16	28	42	59	13	18	16	3	9	13	14	11	7	16	14	22	6
810096	2	2	4	2	2	3	1	0	1	0	0	6	1	1	1	2	1	2
1037111	11	2	5	3	1	2	15	14	29	25	26	13	18	35	18	27	20	20
108892	12	22	8	28	23	20	17	7	13	13	18	11	17	28	12	15	12	11
970425	3	3	4	2	3	3	7	0	1	1	2	2	3	13	0	3	28	5
4017244	16	11	35	29	50	24	33	25	38	57	44	30	36	56	57	53	22	52
698517	10	8	4	8	8	5	10	7	4	5	7	6	3	8	9	5	5	3
341674	2	1	7	3	1	1	6	6	2	2	10	4	4	0	4	3	3	5
240883	66	115	87	46	19	35	92	114	51	64	81	66	73	87	115	79	38	202
4320901	5	3	2	0	0	1	3	1	2	2	2	14	13	0	10	1	0	2
32167	2	1	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1
580290	9	20	5	13	1	18	20	13	10	7	2	8	7	4	7	4	14	7
1106016	17	20	10	21	13	14	24	12	15	14	23	29	14	17	8	11	11	15
570079	6	1	2	2	12	9	1	2	1	0	2	7	6	3	7	15	4	6
167531	16	1	2	4	0	96	10	9	15	8	8	69	10	0	3	69	0	21
940161	4	2	12	6	3	4	5	6	1	3	4	8	3	2	3	2	7	6
531899	13	37	63	111	140	22	68	39	34	69	44	28	60	129	67	63	58	35
815110	5	3	1	3	3	5	0	2	3	1	2	1	5	4	3	4	5	3
541612	3	0	0	0	0	0	0	2	0	0	1	1	1	2	1	0	3	3
13214	33	69	46	60	19	19	43	35	35	27	28	44	46	20	113	30	22	35
1124589	1	0	0	0	0	0	3	2	2	2	2	8	4	1	0	1	0	0
647919	25	39	10	31	16	23	33	25	17	22	25	31	25	23	14	17	22	19
5158	17	30	20	6	51	15	2	4	14	9	10	17	5	65	9	7	7	8
832626	6	1	1	6	3	2	10	3	6	8	2	6	5	4	1	1	7	3
838141	52	34	61	83	107	50	34	34	27	39	42	54	21	66	42	39	63	32
2390288	1	1	0	0	0	1	0	0	2	0	0	0	0	0	0	1	0	2
761601	23	16	15	21	7	12	21	11	23	14	26	18	13	11	24	19	14	20
530434	3	4	2	1	1	3	3	2	5	0	5	2	6	4	6	6	0	2
2376255	2	2	0	0	0	1	0	3	1	0	0	1	0	0	0	0	1	0
216839	4	2	0	1	0	1	6	4	0	0	4	1	2	2	2	0	0	0
1094887	3	7	6	6	3	6	4	6	8	8	3	6	8	10	9	7	5	7
577244	4	0	0	2	4	2	2	3	1	2	14	7	2	2	0	0	3	1
4301097	16	18	51	203	32	33	19	17	15	16	26	16	9	29	16	28	26	30
575503	4	2	1	2	1	5	5	5	3	5	5	5	0	1	8	3	3	3
1056070	9	8	66	3	10	36	12	11	2	6	7	7	3	5	3	7	11	6
311035	21	40	24	28	18	16	32	35	31	26	34	23	38	34	29	33	28	34
915240	2	5	1	2	1	0	4	2	2	1	2	2	3	2	1	1	3	3
2359415	3	2	2	5	6	4	10	3	29	11	12	8	6	22	11	8	6	15
249385	14	26	14	12	13	18	15	12	15	8	5	14	11	10	3	5	13	11
580173	3	5	1	2	2	4	5	1	0	3	6	1	2	2	4	1	3	5
207780	122	151	107	179	156	319	79	55	142	59	115	81	95	80	80	65	270	89
581069	1	1	5	3	12	8	6	3	6	3	1	4	9	6	5	6	6	4
1126195	8	22	51	14	15	17	14	33	17	18	10	16	20	13	27	20	13	18
581821	41	60	22	19	30	90	39	36	23	35	119	76	27	59	41	41	18	53
832674	22	2	2	11	3	13	15	5	23	10	1	7	31	3	5	1	8	2
905629	9	2	0	0	0	3	1	3	2	4	1	4	0	3	5	0	0	5
361372	11	4	7	11	3	5	10	6	17	5	12	9	22	27	11	15	19	11
55691	3	5	0	1	0	1	0	1	0	2	0	1	0	1	0	1	1	0
1106617	2	1	0	3	1	4	1	1	1	0	0	2	0	0	1	0	1	1
752099	10	2	0	5	1	3	10	3	2	5	1	7	3	2	4	3	2	6
240333	40	7	10	5	30	23	7	1	6	9	17	24	5	5	11	6	4	8
818450	16	5	0	4	2	4	2	0	4	3	2	8	3	2	0	4	3	1
328765	24	29	66	3	14	18	8	36	9	26	15	13	60	8	41	36	10	30
323954	6	8	4	6	11	8	3	1	0	3	3	1	4	4	1	6	7	3
247445	1	0	0	1	0	0	6	1	1	0	0	0	4	1	0	1	1	0
2471299	7	6	1	3	1	3	0	0	2	2	0	2	2	10	2	4	9	5
501795	6	7	2	6	2	3	0	5	4	1	5	5	3	5	6	0	4	1
212223	2	1	4	1	0	0	8	2	1	1	1	1	1	0	4	5	0	5
688133	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
822381	47	82	110	81	60	85	21	36	36	27	37	40	26	25	53	60	37	31
106543	6	6	3	3	3	3	5	12	6	3	5	12	3	0	6	2	2	2
4371756	16	8	14	1	4	3	6	5	6	2	11	4	2	3	10	6	1	13
512149	15	6	4	17	15	13	1	0	5	1	5	1	5	4	3	3	4	6
533198	52	6	7	29	15	47	4	4	30	22	7	11	14	41	16	16	10	14
1126182	11	28	22	23	20	22	12	15	14	16	15	18	14	16	22	16	11	18
341069	3	2	2	9	0	1	4	3	5	9	3	6	6	0	5	2	2	1
814832	10	9	14	65	42	7	1	8	55	28	5	6	17	30	7	5	30	7
1007384	4	5	1	2	2	2	2	3	4	5	2	1	1	1	5	3	2	4
252822	10	0	8	0	18	1	0	3	12	13	12	13	0	10	15	12	3	6
1115574	14	11	6	11	6	8	16	7	12	9	9	18	14	11	10	33	10	12
2369769	10	16	16	8	3	9	25	15	22	22	26	25	20	21	21	13	19	35
1042683	40	24	19	36	26	27	32	17	51	38	51	34	45	20	58	32	32	57
144723	1	2	7	4	0	2	1	4	2	0	1	2	7	2	4	1	1	3
220539	9	0	1	3	0	0	0	1	1	0	0	0	2	2	0	0	6	0
967879	37	20	35	1	2	5	3	2	0	2	4	8	4	2	2	23	4	4
2300392	4	5	2	2	0	3	4	2	3	3	1	9	2	3	2	0	1	5
780076	11	6	8	12	22	13	2	3	20	14	7	2	21	16	8	14	20	13
1111373	23	29	13	27	23	28	30	19	16	19	30	42	25	18	26	15	21	11
133151	15	15	7	27	6	11	14	11	2	23	4	5	17	10	12	6	10	15
4254478	15	8	19	12	16	21	18	11	13	11	21	17	7	16	27	11	14	14
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1135830	10	12	29	22	11	33	26	18	16	8	33	26	6	23	25	24	5	7
1656467	4	8	16	8	21	12	3	20	8	8	12	4	1	7	15	13	12	11
131389	3	2	1	1	1	1	1	2	0	1	0	2	2	0	0	0	0	0
558364	11	10	5	5	5	5	21	16	14	8	12	13	16	11	9	9	8	20
4433998	1	0	1	1	0	1	0	0	1	1	0	0	0	0	1	0	1	0
339660	20	33	18	30	23	30	65	49	39	37	26	48	29	26	60	33	35	44
530619	1	0	1	0	0	0	0	0	2	0	0	0	4	1	1	1	1	4
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567776	5	3	1	2	3	12	5	2	3	1	3	3	1	3	2	2	2	2
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2200137	4	1	3	0	3	3	1	0	3	1	1	3	0	0	3	1	0	0
1128776	4	4	3	1	0	3	2	1	4	1	5	3	5	2	0	2	0	2
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816291	3	7	1	0	2	2	1	1	1	0	3	7	4	3	5	7	5	2
4382279	3	2	0	4	0	7	17	5	0	10	1	2	3	3	3	10	0	5
670399	19	16	13	14	7	9	58	36	95	69	47	21	68	86	59	69	41	29
352247	4	5	4	5	6	4	11	5	8	4	6	9	3	2	7	4	2	9
316335	15	14	7	3	5	20	15	14	11	9	8	11	3	5	8	6	4	7
154801	12	2	3	7	2	4	5	3	2	4	8	1	3	1	6	3	2	0
4365850	19	13	9	17	10	11	28	19	7	8	18	7	13	10	18	11	8	24
1007985	14	15	12	3	2	20	30	13	19	13	9	17	8	3	6	11	25	10
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4444046	6	8	4	7	11	9	12	5	12	8	12	14	9	13	19	4	13	1
275296	5	5	17	4	23	3	7	5	2	9	3	1	16	6	9	7	2	10
4164925	7	2	3	7	3	3	2	2	5	3	6	4	1	3	3	5	4	9
254371	10	11	7	14	11	14	16	10	12	13	11	21	4	8	11	8	16	8
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304089	5	3	0	0	0	5	1	1	0	1	5	5	3	5	6	6	8	3
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572368	3	1	1	2	0	0	15	3	10	0	0	13	0	0	1	0	1	35
789741	8	4	18	3	12	8	5	5	6	4	11	9	7	6	6	17	5	9
815406	10	4	3	5	7	22	0	4	9	7	7	3	9	1	1	5	14	2
252811	1	2	0	2	2	0	2	3	2	2	3	4	1	3	5	1	2	4
353494	5	3	2	3	4	2	25	8	24	32	13	12	11	24	17	20	6	11
349263	16	3	16	4	2	4	14	6	3	3	1	9	7	8	3	4	7	2
70100	16	16	13	15	3	23	15	5	12	11	12	15	7	5	20	33	13	13
572125	7	8	4	3	5	5	9	16	18	10	6	12	10	7	11	2	4	11
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4329073	3	4	5	3	2	5	5	5	12	5	4	7	4	2	9	6	3	10
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28089	26	29	7	3	27	19	40	38	57	20	24	10	12	5	16	38	20	7
135740	3	0	0	0	0	0	0	2	3	1	3	1	0	0	0	1	0	0
815083	26	21	36	25	24	60	12	19	17	19	20	17	32	15	11	31	22	17
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967720	11	7	2	3	24	10	7	4	7	8	6	11	7	7	5	7	7	11
536444	5	4	3	2	1	1	20	12	12	8	17	8	6	8	6	6	5	8
255964	17	0	0	0	0	0	149	3	4	70	1	24	0	0	1	0	0	1
562516	13	2	2	1	3	11	18	9	7	8	10	3	0	0	4	5	7	10
850731	1	9	4	2	2	6	4	74	5	4	29	13	0	3	0	11	4	39
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799447	5	10	10	7	10	9	14	10	7	11	8	14	16	15	10	5	8	18
3043332	7	152	0	28	44	10	46	41	21	7	5	23	67	8	105	18	17	16
329690	4	1	0	1	1	4	2	1	2	2	3	3	1	4	2	1	1	2
838297	27	20	26	20	43	35	22	13	43	18	16	16	45	23	25	21	28	21
16939	4	4	3	12	18	4	4	4	0	2	1	1	6	5	2	1	0	5
814647	16	12	14	22	25	13	10	6	29	25	13	15	32	67	17	18	21	31
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584598	17	11	7	17	4	12	9	9	11	6	5	7	5	1	9	23	1	4
987934	35	17	39	58	314	53	4	120	1	40	28	20	4	10	28	24	50	82
555718	8	1	5	2	1	4	6	3	3	6	4	6	1	3	7	2	1	3
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2639729	10	10	5	7	15	28	11	10	9	10	15	8	6	2	11	8	5	14
4302303	5	1	0	3	3	6	6	3	8	4	4	7	7	7	8	1	1	4
4443358	15	11	8	25	16	17	8	8	12	8	16	10	11	17	13	16	13	8
206514	1	2	10	4	0	1	4	0	0	0	0	1	0	0	3	5	0	0
565604	3	3	1	0	2	1	1	0	3	1	6	1	2	2	1	2	1	3
4372310	2	12	2	3	1	2	7	3	3	3	3	6	1	1	5	3	3	1
4339415	6	12	7	3	26	5	4	3	4	2	8	3	5	2	15	12	5	13
90543	22	16	45	25	11	16	22	14	12	12	13	25	12	10	14	34	12	10
691349	2	1	0	0	0	0	2	0	0	1	1	1	1	0	0	1	1	0
849092	18	7	4	22	8	10	15	12	16	32	10	24	12	17	30	23	16	20
4431596	14	6	11	8	17	18	3	0	0	6	1	0	2	1	2	2	6	8
841391	10	6	7	0	0	6	13	3	5	5	2	3	3	4	3	1	1	5
1109141	15	9	45	24	10	17	3	9	3	4	11	7	6	6	9	11	12	18
1048878	10	6	2	8	6	9	9	3	14	9	8	18	1	7	4	2	9	6
823024	17	15	14	11	9	14	27	14	19	16	14	43	7	10	15	17	4	16
3334369	4	1	0	6	1	2	0	3	1	0	1	4	2	0	2	2	3	6
12000	40	42	1	58	11	31	39	45	23	54	49	66	64	200	44	112	364	63
635323	1	0	1	0	0	1	0	4	0	0	0	1	0	0	0	0	0	2
354357	17	14	5	10	1	16	15	16	9	9	21	18	13	15	8	9	6	15
4323749	11	10	3	6	5	10	7	5	7	5	6	10	4	5	17	11	4	11
556676	33	2	8	10	7	12	8	6	3	12	4	22	7	2	7	8	10	10
580578	4	3	1	0	3	4	1	0	2	2	1	3	0	0	0	1	5	4
4380154	8	3	1	7	5	4	4	1	1	2	13	6	6	4	3	9	4	5
142958	9	1	37	0	3	25	3	8	7	10	14	2	55	27	2	7	13	10
247509	4	0	2	3	1	2	0	0	0	2	0	0	0	0	2	1	0	1
1820455	1	0	0	1	0	1	0	0	1	0	0	0	0	0	0	0	1	0
575467	30	25	20	13	9	15	37	16	17	26	33	37	11	40	41	20	11	25
4389971	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
114415	3	1	2	0	1	2	3	4	2	2	0	3	0	0	1	2	0	1
1650361	7	9	8	4	2	1	9	10	3	2	5	9	7	3	3	5	3	13
558494	1	1	0	0	2	1	2	1	0	2	1	0	0	0	0	0	0	2
516561	16	20	23	6	7	10	7	9	13	9	14	5	9	5	41	13	6	19
251049	2	1	0	2	0	0	2	0	5	0	0	1	0	0	1	0	0	1
1108899	2	3	1	3	0	2	0	2	0	1	4	3	3	6	4	5	2	6
309422	3	1	2	2	2	1	1	1	1	0	4	2	2	3	0	55	1	8
4324432	9	16	27	9	25	11	6	13	7	17	22	14	5	4	8	17	16	16
814704	21	15	28	26	51	27	12	16	7	10	27	14	15	15	14	16	20	21
625559	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
369734	2	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0
4345857	14	9	3	6	9	16	16	6	9	5	7	14	6	7	21	16	8	13
210344	19	41	27	24	5	15	39	6	21	25	7	18	14	21	21	8	9	20
567491	2	1	1	0	0	4	0	0	0	0	0	1	0	0	0	0	1	0
261980	4	0	1	0	0	2	0	1	2	1	5	1	2	1	2	0	0	1
4304789	4	6	2	1	4	6	3	1	2	4	3	10	0	3	1	0	4	6
968043	9	12	13	20	13	16	13	6	10	13	10	16	4	12	19	15	8	10
1105085	4	6	12	40	26	18	9	5	14	3	4	5	1	40	5	15	17	6
593171	3	13	4	7	25	1	3	7	5	7	5	9	9	13	5	38	12	6
279358	45	35	10	16	35	26	47	23	18	31	49	34	44	57	46	38	33	32
859313	13	13	6	18	10	13	21	9	8	11	10	16	5	6	17	5	4	11
582391	4	5	2	3	1	7	30	15	8	7	15	39	18	6	20	18	6	7
4389303	1	0	0	3	0	3	1	0	0	0	1	0	0	0	1	3	0	1
802804	3	4	0	0	0	0	1	5	0	1	9	3	0	0	2	0	0	2
200014	14	13	17	6	2	7	15	14	18	10	15	13	12	12	16	11	3	11
256678	20	59	24	38	12	24	37	42	25	23	31	35	48	16	54	33	20	40
1098655	1	4	0	2	0	2	0	4	4	2	1	5	20	1	0	2	0	3
137235	4	3	5	0	0	0	27	5	5	2	6	12	4	1	1	2	4	3
4362306	22	6	44	38	14	3	7	5	5	7	3	16	6	5	18	20	5	5
558089	8	5	6	13	5	7	21	7	16	11	32	5	18	9	11	7	7	15
313833	3	1	1	0	1	0	3	2	0	1	1	1	5	1	4	0	0	0
3274815	4	3	2	8	3	9	4	4	7	6	7	5	16	3	9	7	4	5
541256	5	6	3	3	2	3	3	9	4	2	10	3	5	2	1	8	2	1
836155	13	23	5	7	3	10	11	27	16	10	18	20	30	5	12	23	4	15
1939283	3	0	0	1	2	7	2	1	1	2	11	0	1	0	3	1	2	5
242737	4	0	1	0	0	1	7	4	5	2	1	7	5	3	2	6	1	3
137878	4	16	13	8	10	7	8	18	2	2	2	12	14	9	19	10	9	4
247022	5	7	0	2	1	2	2	5	1	4	2	3	2	3	2	7	3	2
253026	5	3	2	7	1	4	2	3	2	0	2	4	3	2	7	0	10	6
239152	3	2	3	1	3	4	11	6	10	4	8	17	6	3	8	9	4	5
3631785	6	8	2	2	2	12	4	5	2	3	10	5	6	4	6	4	5	8
258654	5	4	2	3	4	4	1	1	3	2	0	3	3	0	2	5	3	2
4448400	12	23	26	23	22	23	21	15	18	12	30	13	15	26	26	27	22	22
751808	2	0	0	1	3	0	0	0	0	0	0	1	1	1	0	0	1	0
341939	5	3	3	2	0	3	7	2	2	2	2	4	1	1	22	0	12	3
4715	1	0	3	0	21	1	0	1	0	2	3	0	3	0	2	1	3	4
1138397	9	13	6	3	13	9	9	31	25	21	9	26	20	100	17	33	2	19
100791	6	6	9	6	32	10	10	10	8	12	24	7	7	7	16	8	4	7
809485	12	7	1	8	8	5	30	30	36	26	31	25	24	24	35	27	21	29
555816	4	2	2	0	0	5	1	1	0	2	0	1	0	0	1	0	0	0
1962747	6	6	24	7	12	6	8	6	8	8	14	6	18	4	6	32	4	10
513798	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
4357957	3	0	0	2	0	0	2	0	3	1	1	2	1	1	0	1	1	2
674093	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
1063513	2	1	0	1	0	4	9	4	3	3	8	3	4	0	1	1	7	1
279284	8	4	0	8	1	15	5	5	14	5	6	10	4	2	33	15	68	9
817127	2	1	1	5	0	2	1	0	1	5	0	2	1	4	2	4	4	2
4306296	1	2	4	1	1	1	2	1	2	1	0	0	0	3	1	0	1	2
4398116	4	1	6	1	1	0	0	2	0	0	0	1	2	1	1	0	0	2
587789	2	1	0	0	1	2	1	0	1	0	1	0	1	0	2	0	0	1
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119236	1	3	0	0	1	2	4	1	0	2	1	1	1	6	1	5	1	0
502910	1	3	3	2	3	5	0	1	0	3	2	3	0	0	3	6	1	1
657455	2	2	9	1	2	1	1	2	1	1	1	3	0	0	2	1	0	3
1142189	32	28	22	27	13	22	17	21	24	19	21	14	16	44	28	53	22	34
562177	2	2	0	0	1	1	7	1	4	4	8	2	4	5	6	4	0	1
2984014	4	10	2	10	1	4	6	6	4	7	5	10	5	0	3	4	0	5
574991	2	0	0	2	1	3	0	2	1	1	0	1	1	3	3	1	1	0
550937	1	2	2	0	1	4	2	7	1	2	4	11	3	3	1	3	2	2
547360	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
591304	1	1	1	0	0	1	0	0	1	0	1	0	0	0	0	1	0	0
529644	4	6	7	11	15	7	12	7	8	14	16	5	12	16	14	11	8	10
96941	1	6	0	5	0	3	0	2	1	1	3	0	1	6	6	1	6	3
777498	9	3	4	10	3	23	7	8	3	4	19	11	3	2	6	6	3	7
4479507	3	9	3	7	2	3	4	6	2	7	6	5	4	2	3	1	4	5
2353709	2	1	0	3	6	1	4	0	5	1	6	0	0	32	1	2	40	2
575614	8	10	4	1	1	8	4	5	9	7	3	5	1	3	6	10	0	9
585221	33	104	20	100	18	76	9	12	5	9	69	436	7	21	30	5	15	21
4370059	2	0	0	0	0	0	0	1	0	0	1	0	0	0	1	1	0	1
358590	1	3	2	2	1	3	3	3	2	0	1	4	3	4	3	3	1	3
224648	2	0	1	1	1	1	2	0	2	3	0	2	1	0	0	0	0	0
912271	8	9	4	12	15	16	15	9	12	14	16	13	6	29	15	16	19	7
1125792	1	1	1	5	1	1	1	2	1	2	0	0	0	1	0	1	2	3
307869	1	0	4	5	1	1	2	2	2	3	6	4	3	2	3	1	5	4
209233	8	1	0	2	0	0	8	6	5	10	6	5	2	4	3	5	3	2
969805	2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
4396926	1	0	0	0	0	0	3	1	1	0	1	2	3	1	1	0	0	0
513175	7	4	1	2	17	1	9	9	2	4	1	6	6	2	7	16	1	16
352105	1	0	0	1	0	0	0	0	0	0	0	1	0	0	1	1	1	1
334185	6	7	0	4	1	6	9	8	2	10	5	13	1	7	6	5	2	8
723142	15	18	44	8	2	13	27	14	15	9	14	25	8	5	16	11	18	28
831520	8	20	8	15	4	11	15	17	15	7	10	26	17	7	14	15	22	11
1058815	2	1	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0
3046706	6	8	3	3	8	3	1	5	0	2	9	7	5	7	3	3	3	6
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237073	6	11	8	12	15	12	11	12	9	6	6	8	3	3	6	4	10	12
1554686	1	0	8	2	56	5	9	2	45	4	69	1	77	2	32	4	1	1
257321	5	18	5	12	9	6	7	13	2	5	8	12	11	4	10	7	6	10
613888	6	6	2	9	0	1	7	5	9	5	3	11	6	2	4	1	8	5
513102	14	6	4	14	3	6	8	6	15	3	8	11	3	1	6	6	12	7
509223	4	4	4	2	1	4	3	5	1	1	1	2	1	3	6	4	2	2
822764	3	10	0	0	0	0	14	0	0	1	0	3	6	0	1	0	0	1
585537	14	19	18	17	7	17	18	17	14	13	21	22	21	9	22	11	4	15
817479	1	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	1	3
4483959	1	6	6	0	0	1	11	18	12	4	2	16	5	1	12	2	3	8
4466646	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
4427616	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0
3800917	14	42	18	16	34	48	19	20	24	33	9	13	44	24	87	43	47	35
4369743	12	13	4	13	5	18	22	17	11	11	19	21	10	13	16	17	11	18
823246	9	4	3	4	3	7	10	4	9	6	12	7	5	9	7	17	7	16
114170	6	9	6	5	6	4	11	2	9	2	8	5	3	6	7	4	7	11
4382271	11	5	6	15	19	3	9	3	5	4	6	7	8	15	14	2	8	11
836626	3	0	1	0	0	0	0	1	2	0	0	0	1	0	1	0	0	0
4435513	2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0
254180	23	16	8	16	9	21	36	21	26	10	32	31	16	10	28	32	15	26
3557405	5	2	1	1	0	1	5	3	1	2	2	7	5	1	4	3	2	3
218116	1	3	0	1	0	2	1	0	1	0	0	0	0	0	1	2	1	2
215504	6	11	5	6	1	3	11	3	4	7	9	7	6	2	5	4	5	6
813906	17	18	18	13	26	33	13	16	19	12	23	17	14	16	19	20	24	17
4321627	32	30	5	10	30	21	26	11	20	15	30	25	28	26	33	29	47	42
349028	11	12	6	7	3	13	7	5	6	15	2	21	2	4	4	5	1	7
777852	1	0	0	1	1	0	3	1	2	2	4	3	2	0	0	1	6	3
219369	1	4	3	1	2	1	2	0	0	0	2	3	3	3	3	3	3	1
559914	8	12	9	2	2	12	7	15	5	2	3	5	7	2	2	3	4	8
1052235	3	3	9	1	3	2	13	8	6	10	13	5	9	8	8	6	8	5
4458214	2	3	4	0	0	0	1	4	0	4	2	1	0	1	2	0	4	1
4479606	8	13	8	7	3	4	10	7	7	11	12	3	9	2	12	6	13	12
156466	3	4	3	4	4	2	2	5	5	3	2	8	6	1	1	4	4	9
816470	28	27	10	6	14	17	102	31	41	67	26	119	7	8	12	14	4	18
234031	2	1	0	0	0	0	0	1	0	0	0	0	0	1	0	0	0	1
4302554	6	8	7	10	7	6	8	14	15	12	10	15	9	3	13	9	7	8
1089939	12	5	1	7	5	8	12	5	1	7	9	8	4	8	7	3	0	8
4243763	3	0	0	2	0	0	3	2	0	3	4	2	0	1	0	0	0	0
621627	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0
337521	9	9	13	12	7	3	34	27	21	39	16	5	7	23	19	13	15	14
222645	2	0	0	0	1	0	1	1	0	0	0	0	0	0	0	0	2	0
4313865	8	2	7	8	9	7	4	4	17	9	6	6	2	5	8	10	10	13
559278	6	10	2	3	1	4	4	10	13	7	3	5	12	8	8	7	4	15
941252	4	1	1	0	1	0	6	5	0	1	1	2	4	3	2	0	5	1
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247980	7	6	8	5	2	6	10	7	7	9	5	8	9	11	16	10	7	10
1111367	12	17	4	5	9	17	16	7	8	3	10	10	9	11	13	11	13	6
143958	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0
173955	6	2	0	3	5	4	8	3	1	4	5	4	3	8	7	5	9	4
203349	14	10	19	14	14	21	11	11	8	4	22	16	11	10	11	8	7	11
245621	4	4	1	1	0	1	2	1	5	1	0	6	5	5	7	3	3	1
846616	16	6	0	11	1	6	14	4	2	5	11	10	5	2	5	6	1	7
533886	24	32	22	35	37	48	15	11	14	14	20	19	11	16	13	16	18	15
554552	2	0	0	1	0	1	0	0	0	0	0	0	0	1	1	0	0	1
513366	3	12	32	16	23	11	5	7	5	11	8	1	9	11	3	7	8	9
829523	3	1	3	1	3	0	2	2	0	0	5	0	1	0	3	1	1	8
589335	2	0	1	0	1	2	1	2	1	3	1	0	0	0	0	1	1	3
55750	9	9	10	9	6	7	8	8	9	6	5	16	4	9	8	12	7	18
256361	16	15	36	11	19	21	20	14	11	16	9	9	12	6	45	25	6	23
1024572	2	5	7	1	0	2	4	4	3	5	0	1	1	6	2	3	0	1
1087496	16	6	27	16	19	13	4	4	9	6	9	4	2	10	7	13	5	5
4291969	2	1	0	2	2	2	3	0	4	6	18	2	4	2	6	8	11	4
131932	9	15	12	10	10	11	19	48	30	25	38	32	18	3	21	49	14	30
974797	7	1	5	6	4	5	1	1	3	3	2	2	2	0	3	1	0	1
823559	4	0	2	0	0	5	1	0	4	3	0	6	8	0	0	2	0	3
4342107	2	0	2	1	0	0	1	1	0	0	0	1	2	0	1	0	1	1
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2655357	5	3	0	0	3	4	25	3	18	23	11	2	3	14	21	6	0	4
774969	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
512400	7	0	2	2	1	3	6	3	4	1	7	5	3	7	2	2	4	2
570112	5	3	6	13	4	1	5	3	2	4	6	2	7	1	0	4	4	0
593138	5	2	1	5	0	1	0	2	0	1	0	6	4	0	0	0	0	0
4477127	4	5	2	3	21	7	5	1	3	2	2	0	3	4	2	2	4	2
1105280	11	4	11	10	53	14	4	12	8	14	49	5	11	2	18	12	13	17
780555	4	2	2	1	0	1	1	3	0	4	2	4	1	2	1	2	2	3
71352	1	2	0	3	0	1	0	0	2	1	0	1	1	1	2	2	0	0
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PhenoData

Sample group file with first column as sample names, other columns as sample attributes. Below, color, size, shape variable should be existed in this file.

Essential parameters

– +

Group info

Email Address

Plot area

– +