Information on the East Asian - Austronesian Metapopulation

The Austronesian Metapopulation (East Asian - Austronesian) consists of 4296 minimal haplotypes.

Population Sample	Minimal	PowerPlex Y	Yfiler	PowerPlex Y23	Yfiler Plus	Maximal
Northern Coastal, Papua New Guinea [Melanesian]	25 Haplotypes	0 Haplotypes	0 Haplotypes	0 Haplotypes	0 Haplotypes	0 Haplotypes
Southern Coastal, Papua New Guinea [Roro]	11 Haplotypes	0 Haplotypes	0 Haplotypes	0 Haplotypes	0 Haplotypes	0 Haplotypes
Djakarta, Indonesia [Indonesian]	41 Haplotypes	0 Haplotypes	0 Haplotypes	0 Haplotypes	0 Haplotypes	0 Haplotypes
East Timor, Timor-Leste [Melanesian]	211 Haplotypes	100 Haplotypes	100 Haplotypes	100 Haplotypes	0 Haplotypes	0 Haplotypes
Java, Indonesia [Indonesian]	137 Haplotypes	137 Haplotypes	137 Haplotypes	0 Haplotypes	0 Haplotypes	0 Haplotypes
Philippines [Filipino]	1154 Haplotypes	943 Haplotypes	943 Haplotypes	943 Haplotypes	0 Haplotypes	0 Haplotypes
Malaysia [Malay]	334 Haplotypes	0 Haplotypes	0 Haplotypes	0 Haplotypes	0 Haplotypes	0 Haplotypes
Manila, Philippines [Tagalog, Cebuano]	64 Haplotypes	64 Haplotypes	64 Haplotypes	0 Haplotypes	0 Haplotypes	0 Haplotypes
Singapore [Malay]	640 Haplotypes	556 Haplotypes	556 Haplotypes	104 Haplotypes	452 Haplotypes	0 Haplotypes
Trobriand Islands, Papua New Guinea [Trobriands]	60 Haplotypes	0 Haplotypes	0 Haplotypes	0 Haplotypes	0 Haplotypes	0 Haplotypes
Sarawak, Malaysia [Iban]	103 Haplotypes	103 Haplotypes	103 Haplotypes	0 Haplotypes	0 Haplotypes	0 Haplotypes
Sarawak, Malaysia [Bidayuh]	113 Haplotypes	113 Haplotypes	113 Haplotypes	0 Haplotypes	0 Haplotypes	0 Haplotypes
Sarawak, Malaysia [Melanau]	104 Haplotypes	104 Haplotypes	104 Haplotypes	0 Haplotypes	0 Haplotypes	0 Haplotypes
Taiwan [Paiwan]	237 Haplotypes	237 Haplotypes	237 Haplotypes	29 Haplotypes	0 Haplotypes	0 Haplotypes
Taiwan [Atayal]	240 Haplotypes	240 Haplotypes	240 Haplotypes	42 Haplotypes	28 Haplotypes	0 Haplotypes
Indonesia [Batak]	100 Haplotypes	100 Haplotypes	100 Haplotypes	0 Haplotypes	0 Haplotypes	0 Haplotypes
Society Islands, French Polynesia [Bora]	80 Haplotypes	80 Haplotypes	80 Haplotypes	80 Haplotypes	0 Haplotypes	0 Haplotypes
Taiwan [Yami]	24 Haplotypes	24 Haplotypes	24 Haplotypes	24 Haplotypes	0 Haplotypes	0 Haplotypes
Taiwan [Tsou]	27 Haplotypes	27 Haplotypes	27 Haplotypes	27 Haplotypes	0 Haplotypes	0 Haplotypes
Taiwan [Puyuma]	15 Haplotypes	15 Haplotypes	15 Haplotypes	15 Haplotypes	0 Haplotypes	0 Haplotypes
Taiwan [Saisiat]	24 Haplotypes	24 Haplotypes	24 Haplotypes	24 Haplotypes	0 Haplotypes	0 Haplotypes
Taiwan [Rukai]	28 Haplotypes	28 Haplotypes	28 Haplotypes	28 Haplotypes	0 Haplotypes	0 Haplotypes
Taiwan [Bunun]	38 Haplotypes	38 Haplotypes	38 Haplotypes	38 Haplotypes	0 Haplotypes	0 Haplotypes
Taiwan [Ami]	86 Haplotypes	86 Haplotypes	86 Haplotypes	65 Haplotypes	21 Haplotypes	0 Haplotypes
Northern Borneo, Malaysia [Dusun, Paitan, Murut]	51 Haplotypes	51 Haplotypes	51 Haplotypes	0 Haplotypes	0 Haplotypes	0 Haplotypes
Bougainville Island, Solomon Islands [Nasioi Melanesian]	8 Haplotypes	8 Haplotypes	8 Haplotypes	0 Haplotypes	0 Haplotypes	0 Haplotypes
Micronesia [Micronesian]	19 Haplotypes	19 Haplotypes	19 Haplotypes	0 Haplotypes	0 Haplotypes	0 Haplotypes
Yan/Sungai Petani/Kedah, Malaysia [Acheh]	7 Haplotypes	7 Haplotypes	7 Haplotypes	0 Haplotypes	0 Haplotypes	0 Haplotypes
Kelantan, Malaysia [Champa]	13 Haplotypes	13 Haplotypes	13 Haplotypes	0 Haplotypes	0 Haplotypes	0 Haplotypes
Perak, Malaysia [Rawa]	11 Haplotypes	11 Haplotypes	11 Haplotypes	0 Haplotypes	0 Haplotypes	0 Haplotypes
Kedah, Malaysia [Kedah]	9 Haplotypes	9 Haplotypes	9 Haplotypes	0 Haplotypes	0 Haplotypes	0 Haplotypes
Negeri Sembilan, Malaysia [Minang]	23 Haplotypes	23 Haplotypes	23 Haplotypes	0 Haplotypes	0 Haplotypes	0 Haplotypes
Johor, Malaysia [Bugis]	15 Haplotypes	15 Haplotypes	15 Haplotypes	0 Haplotypes	0 Haplotypes	0 Haplotypes
Kelantan, Malaysia [Kelantan]	43 Haplotypes	43 Haplotypes	43 Haplotypes	0 Haplotypes	0 Haplotypes	0 Haplotypes
Johor, Malaysia [Jawa]	14 Haplotypes	14 Haplotypes	14 Haplotypes	0 Haplotypes	0 Haplotypes	0 Haplotypes
Johor/Perak, Malaysia [Banjar]	18 Haplotypes	18 Haplotypes	18 Haplotypes	0 Haplotypes	0 Haplotypes	0 Haplotypes
Raiatea, French Polynesia [Polynesian]	19 Haplotypes	19 Haplotypes	19 Haplotypes	19 Haplotypes	0 Haplotypes	0 Haplotypes
Nuku Hiva, French Polynesia [Polynesian]	47 Haplotypes	47 Haplotypes	47 Haplotypes	0 Haplotypes	47 Haplotypes	0 Haplotypes
Hiva Oa, French Polynesia [Polynesian]	34 Haplotypes	34 Haplotypes	34 Haplotypes	0 Haplotypes	34 Haplotypes	0 Haplotypes
Cebu, Philippines [Cebuano]	69 Haplotypes	69 Haplotypes	69 Haplotypes	0 Haplotypes	69 Haplotypes	0 Haplotypes
(Overall)	4296 Haplotypes	3419 Haplotypes	3419 Haplotypes	1538 Haplotypes	651 Haplotypes	0 Haplotypes

Discrete-Laplace frequency estimation (Minimal)

Release: R59
Loci included: DYS19, DYS389I, DYS389II^*, DYS390, DYS391, DYS392, DYS393
Central haplotypes: 32
EM converged: true
EM iterations: 35
GLM method: internal_coef
Init method: pam
Per locus details: DL centers distribution (download PDF)

Table of haplotype centers (click to show/hide)

	DYS19	DYS389I	DYS389II^*	DYS390	DYS391	DYS392	DYS393
1	12	14	17	24	10	13	13
2	13	13	16	25	10	13	13
3	15	12	16	23	10	12	12
4	15	13	18	25	11	11	13
5	14	14	16	23	10	14	14
6	15	12	16	24	11	13	13
7	14	12	16	24	10	14	12
8	15	12	15	23	10	14	13
9	15	12	16	21	10	11	12
10	15	13	16	24	10	13	14
11	15	12	17	21	9	12	13
12	14	13	16	23	10	11	13
13	15	13	16	23	10	14	13
14	15	13	17	23	11	14	13
15	15	13	16	25	11	13	14
16	15	12	16	24	11	13	12
17	15	13	17	22	10	11	14
18	15	12	16	23	10	14	13
19	15	12	16	24	10	13	13
20	16	12	16	23	10	12	14
21	15	13	16	23	11	14	13
22	16	12	16	25	10	13	12
23	15	12	17	24	10	13	13
24	15	14	17	24	11	13	14
25	16	14	17	24	10	11	13
26	16	12	16	23	10	14	13
27	16	12	17	23	10	14	13
28	15	13	17	25	10	13	13
29	16	13	16	22	12	14	13
30	17	12	16	24	9	13	12
31	16	12	17	20	10	12	14
32	16	13	16	24	9	16	13

Discrete-Laplace frequency estimation (Yfiler)

Release: R59
Loci included: DYS19, DYS389I, DYS389II^*, DYS390, DYS391, DYS392, DYS393, DYS437, DYS438, DYS439, DYS448, DYS456, DYS458, DYS635, YGATAH4
Central haplotypes: 35
EM converged: true
EM iterations: 51
GLM method: internal_coef
Init method: pam
Per locus details: DL centers distribution (download PDF)

Table of haplotype centers (click to show/hide)

	DYS19	DYS389I	DYS389II^*	DYS390	DYS391	DYS392	DYS393	DYS437	DYS438	DYS439	DYS448	DYS456	DYS458	DYS635	YGATAH4
1	15	13	16	24	10	13	14	14	10	12	18	15	16	21	11
2	15	12	16	24	10	13	13	14	10	13	19	15	16	22	12
3	16	13	18	25	10	11	13	14	11	10	20	15	16	23	12
4	15	13	16	25	11	13	14	14	10	12	18	16	16	22	11
5	15	12	16	23	10	14	13	14	10	11	18	17	15	19	12
6	15	12	16	24	10	13	13	15	10	12	19	15	16	21	12
7	15	12	16	23	10	12	12	14	10	12	19	15	18	20	12
8	15	12	16	24	11	13	12	14	10	12	19	15	16	22	12
9	15	13	16	23	10	14	13	14	10	12	18	16	16	22	12
10	15	12	16	23	10	14	13	14	10	13	18	18	15	21	12
11	16	13	16	23	10	13	12	14	10	12	19	15	18	21	11
12	17	12	16	24	9	13	12	15	11	12	20	15	17	20	10
13	15	12	16	24	10	14	13	14	10	12	17	17	18	21	12
14	15	12	17	24	10	13	13	14	10	11	20	14	17	21	12
15	15	13	16	22	10	11	13	14	10	11	19	15	17	21	11
16	15	13	17	25	10	13	13	14	10	13	18	16	16	21	11
17	16	13	16	24	9	16	13	14	10	11	19	15	15	23	11
18	15	12	16	21	11	11	12	14	10	11	21	15	18	23	11
19	16	12	16	23	10	14	13	14	10	11	16	17	17	21	12
20	13	14	17	24	10	13	13	15	10	12	20	15	17	21	11
21	15	12	17	21	9	12	13	14	10	11	17	15	14	22	13
22	15	12	16	24	10	13	13	15	10	12	19	15	17	23	12
23	16	12	16	23	10	14	13	14	10	11	16	17	18	21	12
24	14	12	16	24	10	14	12	15	11	12	20	15	18	20	12
25	14	13	17	23	10	11	13	15	9	11	20	15	16	22	11
26	16	13	16	22	12	14	13	14	10	12	16	15	17	21	12
27	15	14	17	25	11	13	15	14	10	11	18	15	18	22	10
28	14	12	15	23	10	14	13	15	11	12	18	15	16	27	13
29	16	12	16	23	10	12	14	14	10	12	17	15	14	21	12
30	15	13	16	23	11	14	13	14	10	12	18	17	15	22	12
31	15	13	17	23	10	14	13	14	10	12	18	18	15	22	12
32	16	12	16	23	10	12	14	14	10	12	17	18	16	22	12
33	14	13	16	23	10	10	14	16	11	10	19	15	17	25	12
34	17	12	18	23	11	15	14	15	12	11	18	17	14	22	10
35	16	12	17	20	10	12	14	14	11	13	21	15	18	23	12

^* Please note that DYS389I was substracted from DYS389II

	DYS19	DYS389I	DYS389II^*	DYS390	DYS391	DYS392	DYS393
1	12	14	17	24	10	13	13
2	13	13	16	25	10	13	13
3	15	12	16	23	10	12	12
4	15	13	18	25	11	11	13
5	14	14	16	23	10	14	14
6	15	12	16	24	11	13	13
7	14	12	16	24	10	14	12
8	15	12	15	23	10	14	13
9	15	12	16	21	10	11	12
10	15	13	16	24	10	13	14
11	15	12	17	21	9	12	13
12	14	13	16	23	10	11	13
13	15	13	16	23	10	14	13
14	15	13	17	23	11	14	13
15	15	13	16	25	11	13	14
16	15	12	16	24	11	13	12
17	15	13	17	22	10	11	14
18	15	12	16	23	10	14	13
19	15	12	16	24	10	13	13
20	16	12	16	23	10	12	14
21	15	13	16	23	11	14	13
22	16	12	16	25	10	13	12
23	15	12	17	24	10	13	13
24	15	14	17	24	11	13	14
25	16	14	17	24	10	11	13
26	16	12	16	23	10	14	13
27	16	12	17	23	10	14	13
28	15	13	17	25	10	13	13
29	16	13	16	22	12	14	13
30	17	12	16	24	9	13	12
31	16	12	17	20	10	12	14
32	16	13	16	24	9	16	13

	DYS19	DYS389I	DYS389II^*	DYS390	DYS391	DYS392	DYS393	DYS437	DYS438	DYS439	DYS448	DYS456	DYS458	DYS635	YGATAH4
1	15	13	16	24	10	13	14	14	10	12	18	15	16	21	11
2	15	12	16	24	10	13	13	14	10	13	19	15	16	22	12
3	16	13	18	25	10	11	13	14	11	10	20	15	16	23	12
4	15	13	16	25	11	13	14	14	10	12	18	16	16	22	11
5	15	12	16	23	10	14	13	14	10	11	18	17	15	19	12
6	15	12	16	24	10	13	13	15	10	12	19	15	16	21	12
7	15	12	16	23	10	12	12	14	10	12	19	15	18	20	12
8	15	12	16	24	11	13	12	14	10	12	19	15	16	22	12
9	15	13	16	23	10	14	13	14	10	12	18	16	16	22	12
10	15	12	16	23	10	14	13	14	10	13	18	18	15	21	12
11	16	13	16	23	10	13	12	14	10	12	19	15	18	21	11
12	17	12	16	24	9	13	12	15	11	12	20	15	17	20	10
13	15	12	16	24	10	14	13	14	10	12	17	17	18	21	12
14	15	12	17	24	10	13	13	14	10	11	20	14	17	21	12
15	15	13	16	22	10	11	13	14	10	11	19	15	17	21	11
16	15	13	17	25	10	13	13	14	10	13	18	16	16	21	11
17	16	13	16	24	9	16	13	14	10	11	19	15	15	23	11
18	15	12	16	21	11	11	12	14	10	11	21	15	18	23	11
19	16	12	16	23	10	14	13	14	10	11	16	17	17	21	12
20	13	14	17	24	10	13	13	15	10	12	20	15	17	21	11
21	15	12	17	21	9	12	13	14	10	11	17	15	14	22	13
22	15	12	16	24	10	13	13	15	10	12	19	15	17	23	12
23	16	12	16	23	10	14	13	14	10	11	16	17	18	21	12
24	14	12	16	24	10	14	12	15	11	12	20	15	18	20	12
25	14	13	17	23	10	11	13	15	9	11	20	15	16	22	11
26	16	13	16	22	12	14	13	14	10	12	16	15	17	21	12
27	15	14	17	25	11	13	15	14	10	11	18	15	18	22	10
28	14	12	15	23	10	14	13	15	11	12	18	15	16	27	13
29	16	12	16	23	10	12	14	14	10	12	17	15	14	21	12
30	15	13	16	23	11	14	13	14	10	12	18	17	15	22	12
31	15	13	17	23	10	14	13	14	10	12	18	18	15	22	12
32	16	12	16	23	10	12	14	14	10	12	17	18	16	22	12
33	14	13	16	23	10	10	14	16	11	10	19	15	17	25	12
34	17	12	18	23	11	15	14	15	12	11	18	17	14	22	10
35	16	12	17	20	10	12	14	14	11	13	21	15	18	23	12

	DYS19	DYS389I	DYS389II^*	DYS390	DYS391	DYS392	DYS393
1	12	14	17	24	10	13	13
2	13	13	16	25	10	13	13
3	15	12	16	23	10	12	12
4	15	13	18	25	11	11	13
5	14	14	16	23	10	14	14
6	15	12	16	24	11	13	13
7	14	12	16	24	10	14	12
8	15	12	15	23	10	14	13
9	15	12	16	21	10	11	12
10	15	13	16	24	10	13	14
11	15	12	17	21	9	12	13
12	14	13	16	23	10	11	13
13	15	13	16	23	10	14	13
14	15	13	17	23	11	14	13
15	15	13	16	25	11	13	14
16	15	12	16	24	11	13	12
17	15	13	17	22	10	11	14
18	15	12	16	23	10	14	13
19	15	12	16	24	10	13	13
20	16	12	16	23	10	12	14
21	15	13	16	23	11	14	13
22	16	12	16	25	10	13	12
23	15	12	17	24	10	13	13
24	15	14	17	24	11	13	14
25	16	14	17	24	10	11	13
26	16	12	16	23	10	14	13
27	16	12	17	23	10	14	13
28	15	13	17	25	10	13	13
29	16	13	16	22	12	14	13
30	17	12	16	24	9	13	12
31	16	12	17	20	10	12	14
32	16	13	16	24	9	16	13

	DYS19	DYS389I	DYS389II^*	DYS390	DYS391	DYS392	DYS393	DYS437	DYS438	DYS439	DYS448	DYS456	DYS458	DYS635	YGATAH4
1	15	13	16	24	10	13	14	14	10	12	18	15	16	21	11
2	15	12	16	24	10	13	13	14	10	13	19	15	16	22	12
3	16	13	18	25	10	11	13	14	11	10	20	15	16	23	12
4	15	13	16	25	11	13	14	14	10	12	18	16	16	22	11
5	15	12	16	23	10	14	13	14	10	11	18	17	15	19	12
6	15	12	16	24	10	13	13	15	10	12	19	15	16	21	12
7	15	12	16	23	10	12	12	14	10	12	19	15	18	20	12
8	15	12	16	24	11	13	12	14	10	12	19	15	16	22	12
9	15	13	16	23	10	14	13	14	10	12	18	16	16	22	12
10	15	12	16	23	10	14	13	14	10	13	18	18	15	21	12
11	16	13	16	23	10	13	12	14	10	12	19	15	18	21	11
12	17	12	16	24	9	13	12	15	11	12	20	15	17	20	10
13	15	12	16	24	10	14	13	14	10	12	17	17	18	21	12
14	15	12	17	24	10	13	13	14	10	11	20	14	17	21	12
15	15	13	16	22	10	11	13	14	10	11	19	15	17	21	11
16	15	13	17	25	10	13	13	14	10	13	18	16	16	21	11
17	16	13	16	24	9	16	13	14	10	11	19	15	15	23	11
18	15	12	16	21	11	11	12	14	10	11	21	15	18	23	11
19	16	12	16	23	10	14	13	14	10	11	16	17	17	21	12
20	13	14	17	24	10	13	13	15	10	12	20	15	17	21	11
21	15	12	17	21	9	12	13	14	10	11	17	15	14	22	13
22	15	12	16	24	10	13	13	15	10	12	19	15	17	23	12
23	16	12	16	23	10	14	13	14	10	11	16	17	18	21	12
24	14	12	16	24	10	14	12	15	11	12	20	15	18	20	12
25	14	13	17	23	10	11	13	15	9	11	20	15	16	22	11
26	16	13	16	22	12	14	13	14	10	12	16	15	17	21	12
27	15	14	17	25	11	13	15	14	10	11	18	15	18	22	10
28	14	12	15	23	10	14	13	15	11	12	18	15	16	27	13
29	16	12	16	23	10	12	14	14	10	12	17	15	14	21	12
30	15	13	16	23	11	14	13	14	10	12	18	17	15	22	12
31	15	13	17	23	10	14	13	14	10	12	18	18	15	22	12
32	16	12	16	23	10	12	14	14	10	12	17	18	16	22	12
33	14	13	16	23	10	10	14	16	11	10	19	15	17	25	12
34	17	12	18	23	11	15	14	15	12	11	18	17	14	22	10
35	16	12	17	20	10	12	14	14	11	13	21	15	18	23	12

	DYS19	DYS389I	DYS389II^*	DYS390	DYS391	DYS392	DYS393
1	12	14	17	24	10	13	13
2	13	13	16	25	10	13	13
3	15	12	16	23	10	12	12
4	15	13	18	25	11	11	13
5	14	14	16	23	10	14	14
6	15	12	16	24	11	13	13
7	14	12	16	24	10	14	12
8	15	12	15	23	10	14	13
9	15	12	16	21	10	11	12
10	15	13	16	24	10	13	14
11	15	12	17	21	9	12	13
12	14	13	16	23	10	11	13
13	15	13	16	23	10	14	13
14	15	13	17	23	11	14	13
15	15	13	16	25	11	13	14
16	15	12	16	24	11	13	12
17	15	13	17	22	10	11	14
18	15	12	16	23	10	14	13
19	15	12	16	24	10	13	13
20	16	12	16	23	10	12	14
21	15	13	16	23	11	14	13
22	16	12	16	25	10	13	12
23	15	12	17	24	10	13	13
24	15	14	17	24	11	13	14
25	16	14	17	24	10	11	13
26	16	12	16	23	10	14	13
27	16	12	17	23	10	14	13
28	15	13	17	25	10	13	13
29	16	13	16	22	12	14	13
30	17	12	16	24	9	13	12
31	16	12	17	20	10	12	14
32	16	13	16	24	9	16	13

	DYS19	DYS389I	DYS389II^*	DYS390	DYS391	DYS392	DYS393	DYS437	DYS438	DYS439	DYS448	DYS456	DYS458	DYS635	YGATAH4
1	15	13	16	24	10	13	14	14	10	12	18	15	16	21	11
2	15	12	16	24	10	13	13	14	10	13	19	15	16	22	12
3	16	13	18	25	10	11	13	14	11	10	20	15	16	23	12
4	15	13	16	25	11	13	14	14	10	12	18	16	16	22	11
5	15	12	16	23	10	14	13	14	10	11	18	17	15	19	12
6	15	12	16	24	10	13	13	15	10	12	19	15	16	21	12
7	15	12	16	23	10	12	12	14	10	12	19	15	18	20	12
8	15	12	16	24	11	13	12	14	10	12	19	15	16	22	12
9	15	13	16	23	10	14	13	14	10	12	18	16	16	22	12
10	15	12	16	23	10	14	13	14	10	13	18	18	15	21	12
11	16	13	16	23	10	13	12	14	10	12	19	15	18	21	11
12	17	12	16	24	9	13	12	15	11	12	20	15	17	20	10
13	15	12	16	24	10	14	13	14	10	12	17	17	18	21	12
14	15	12	17	24	10	13	13	14	10	11	20	14	17	21	12
15	15	13	16	22	10	11	13	14	10	11	19	15	17	21	11
16	15	13	17	25	10	13	13	14	10	13	18	16	16	21	11
17	16	13	16	24	9	16	13	14	10	11	19	15	15	23	11
18	15	12	16	21	11	11	12	14	10	11	21	15	18	23	11
19	16	12	16	23	10	14	13	14	10	11	16	17	17	21	12
20	13	14	17	24	10	13	13	15	10	12	20	15	17	21	11
21	15	12	17	21	9	12	13	14	10	11	17	15	14	22	13
22	15	12	16	24	10	13	13	15	10	12	19	15	17	23	12
23	16	12	16	23	10	14	13	14	10	11	16	17	18	21	12
24	14	12	16	24	10	14	12	15	11	12	20	15	18	20	12
25	14	13	17	23	10	11	13	15	9	11	20	15	16	22	11
26	16	13	16	22	12	14	13	14	10	12	16	15	17	21	12
27	15	14	17	25	11	13	15	14	10	11	18	15	18	22	10
28	14	12	15	23	10	14	13	15	11	12	18	15	16	27	13
29	16	12	16	23	10	12	14	14	10	12	17	15	14	21	12
30	15	13	16	23	11	14	13	14	10	12	18	17	15	22	12
31	15	13	17	23	10	14	13	14	10	12	18	18	15	22	12
32	16	12	16	23	10	12	14	14	10	12	17	18	16	22	12
33	14	13	16	23	10	10	14	16	11	10	19	15	17	25	12
34	17	12	18	23	11	15	14	15	12	11	18	17	14	22	10
35	16	12	17	20	10	12	14	14	11	13	21	15	18	23	12