HarappaWorld Oracle

Here's the HarappaWorld Oracle to go with the HarappaWorld admixture results and DIYHarappaWorld.

It works similar to the old Ref3 Harappa Oracle, with a couple of differences. One, there is no panasian switch since the Pan-Asian dataset is not included in this calculator.

I have added an optional mincount argument. It picks only those groups where the number of individuals is equal to or more than mincount for the Oracle calculation. By default mincount is 2, so only those groups which have 2 or more samples are used to compute your Oracle results.

Let's look at my top 20 Oracle results in mixed mode excluding population groups with less than 4 individuals.

HarappaOracle(c(26.46,36.82,14.22,4.78,0.00,1.32,0.86,0.04,0.19,0.06,3.63,8.07,0.00,2.44,0.43,0.67),k=20,mincount=4,mixedmode=T)

[,1] [,2]
[1,] "18.1% egyptian_behar_12 + 81.9% punjabi-arain_xing_25" "2.3361"
[2,] "18.1% egypt_henn2012_19 + 81.9% punjabi-arain_xing_25" "2.5615"
[3,] "80.7% punjabi-arain_xing_25 + 19.3% yemenese_behar_8" "2.8388"
[4,] "18.4% palestinian_hgdp_46 + 81.6% punjabi-arain_xing_25" "2.9944"
[5,] "84.7% punjabi-arain_xing_25 + 15.3% yemen-jew_behar_15" "3.0923"
[6,] "19.1% jordanian_behar_20 + 80.9% punjabi-arain_xing_25" "3.1877"
[7,] "18% egypt_henn2012_19 + 82% sindhi_hgdp_24" "3.4814"
[8,] "17.9% egyptian_behar_12 + 82.1% sindhi_hgdp_24" "3.5554"
[9,] "20.3% jordanian_behar_20 + 79.7% punjabi_harappa_7" "3.6161"
[10,] "18.9% egyptian_behar_12 + 81.1% punjabi_harappa_7" "3.6587"
[11,] "19.5% palestinian_hgdp_46 + 80.5% punjabi_harappa_7" "3.7079"
[12,] "19% egypt_henn2012_19 + 81% punjabi_harappa_7" "3.8303"
[13,] "18.3% palestinian_hgdp_46 + 81.7% sindhi_hgdp_24" "3.8762"
[14,] "80.4% punjabi-arain_xing_25 + 19.6% syrian_behar_16" "3.8908"
[15,] "19% lebanese_behar_7 + 81% punjabi-arain_xing_25" "4.0494"
[16,] "18.9% jordanian_behar_20 + 81.1% sindhi_hgdp_24" "4.078"
[17,] "79.9% punjabi_harappa_7 + 20.1% yemenese_behar_8" "4.1222"
[18,] "15.1% bedouin_hgdp_46 + 84.9% punjabi-arain_xing_25" "4.1522"
[19,] "85.3% punjabi-arain_xing_25 + 14.7% saudi_behar_20" "4.2014"
[20,] "79.1% punjabi_harappa_7 + 20.9% syrian_behar_16" "4.2191"

These results are closer to my actual reported ancestry than the ones from reference 3 oracle.

17 Comments.

  1. my results in mixedmode

    [1,] "27.7% bene-israel-jew_behar_4 + 72.3% romanian_behar_16"
    [2,] "73.9% bulgarian_yunusbayev_13 + 26.1% cochin-jew_behar_4"
    [3,] "23.4% cochin-jew_behar_4 + 76.6% romanian_behar_16"
    [4,] "25.9% bengali-brahmin_harappa_3 + 74.1% tuscan_1000genomes_11"
    [5,] "26.4% brahmin-uttar-pradesh_metspalu_8 + 73.6% tuscan_1000genomes_11"
    [6,] "28.1% nepalese-1_xing_12 + 71.9% tuscan_1000genomes_11"
    [7,] "25.9% bengali-brahmin_harappa_3 + 74.1% tuscan_hgdp_8"
    [8,] "73.1% tuscan_1000genomes_11 + 26.9% up-brahmin_harappa_3"
    [9,] "26.5% brahmin-uttar-pradesh_metspalu_8 + 73.5% tuscan_hgdp_8"
    [10,] "28.1% nepalese-1_xing_12 + 71.9% tuscan_hgdp_8"
    [,2]
    [1,] "4.0734"
    [2,] "4.3665"
    [3,] "4.3956"
    [4,] "4.6612"
    [5,] "4.6841"
    [6,] "4.7251"
    [7,] "4.7737"
    [8,] "4.7794"
    [9,] "4.8067"
    [10,] "4.8637"

    • Try it with mincount=1. I want to see what you get with the one Serbian in my data.

      • thanks for reminding me zack, i didnt knew that i need to put in mincount=1 to see the serbian.

        here are the results but at k=20 the serbian doesnt pop up

        > HarappaOracle(c(10.90, 12.19, 23.27, 23.73, 0.47, 0.24, 0.88, 1.06, 0.89, 0.00, 21.16, 4.98, 0.24, 0.00, 0.00, 0.00),k=20,mincount=1,mixedmode=T)
        [,1]
        [1,] "27.9% bene-israel-jew_behar_4 + 72.1% romanian_behar_16"
        [2,] "29.4% rajasthani-brahmin_harappa_1 + 70.6% tuscan_1000genomes_11"
        [3,] "25.7% bengali-brahmin_harappa_3 + 74.3% tuscan_1000genomes_11"
        [4,] "26.3% brahmin-uttar-pradesh_metspalu_8 + 73.7% tuscan_1000genomes_11"
        [5,] "27.9% nepalese-1_xing_12 + 72.1% tuscan_1000genomes_11"
        [6,] "73.2% tuscan_1000genomes_11 + 26.8% up-brahmin_harappa_3"
        [7,] "29.4% rajasthani-brahmin_harappa_1 + 70.6% tuscan_hgdp_8"
        [8,] "25.8% bengali-brahmin_harappa_3 + 74.2% tuscan_hgdp_8"
        [9,] "73.8% bulgarian_yunusbayev_13 + 26.2% cochin-jew_behar_4"
        [10,] "26.3% brahmin-uttar-pradesh_metspalu_8 + 73.7% tuscan_hgdp_8"
        [11,] "28% nepalese-1_xing_12 + 72% tuscan_hgdp_8"
        [12,] "73.2% tuscan_hgdp_8 + 26.8% up-brahmin_harappa_3"
        [13,] "23.5% cochin-jew_behar_4 + 76.5% romanian_behar_16"
        [14,] "29.7% rajasthani-brahmin_harappa_1 + 70.3% tuscan_hapmap_102"
        [15,] "26.6% bihari-brahmin_harappa_1 + 73.4% tuscan_1000genomes_11"
        [16,] "74.5% tuscan_1000genomes_11 + 25.5% vaish_reich_4"
        [17,] "28.2% nepalese-1_xing_12 + 71.8% tuscan_hapmap_102"
        [18,] "26.3% bihari-muslim_harappa_4 + 73.7% tuscan_1000genomes_11"
        [19,] "24.7% rajasthani_harappa_1 + 75.3% tuscan_1000genomes_11"
        [20,] "26% bengali-brahmin_harappa_3 + 74% tuscan_hapmap_102"
        [,2]
        [1,] "4.1715"
        [2,] "4.3678"
        [3,] "4.3679"
        [4,] "4.3979"
        [5,] "4.4113"
        [6,] "4.4611"
        [7,] "4.5007"
        [8,] "4.5067"
        [9,] "4.5392"
        [10,] "4.5468"
        [11,] "4.5774"
        [12,] "4.5862"
        [13,] "4.622"
        [14,] "4.6853"
        [15,] "4.7337"
        [16,] "4.7577"
        [17,] "4.8099"
        [18,] "4.8272"
        [19,] "4.8367"
        [20,] "4.8464"
        > HarappaOracle(c(11, 12, 23, 24, 0, 0, 1, 1, 1, 0, 21, 5, 0, 0, 0, 0),k=20,mincount=1,mixedmode=T)
        [,1]
        [1,] "27.7% bene-israel-jew_behar_4 + 72.3% romanian_behar_16"
        [2,] "73.9% bulgarian_yunusbayev_13 + 26.1% cochin-jew_behar_4"
        [3,] "23.4% cochin-jew_behar_4 + 76.6% romanian_behar_16"
        [4,] "25.9% bengali-brahmin_harappa_3 + 74.1% tuscan_1000genomes_11"
        [5,] "29.5% rajasthani-brahmin_harappa_1 + 70.5% tuscan_1000genomes_11"
        [6,] "26.4% brahmin-uttar-pradesh_metspalu_8 + 73.6% tuscan_1000genomes_11"
        [7,] "28.1% nepalese-1_xing_12 + 71.9% tuscan_1000genomes_11"
        [8,] "25.9% bengali-brahmin_harappa_3 + 74.1% tuscan_hgdp_8"
        [9,] "73.1% tuscan_1000genomes_11 + 26.9% up-brahmin_harappa_3"
        [10,] "29.6% rajasthani-brahmin_harappa_1 + 70.4% tuscan_hgdp_8"
        [11,] "26.5% brahmin-uttar-pradesh_metspalu_8 + 73.5% tuscan_hgdp_8"
        [12,] "28.1% nepalese-1_xing_12 + 71.9% tuscan_hgdp_8"
        [13,] "78.2% bulgarian_yunusbayev_13 + 21.8% karnataka_harappa_3"
        [14,] "73% tuscan_hgdp_8 + 27% up-brahmin_harappa_3"
        [15,] "79% bulgarian_yunusbayev_13 + 21% gujarati-patel_harappa_2"
        [16,] "77.7% bulgarian_yunusbayev_13 + 22.3% kerala-muslim_harappa_1"
        [17,] "76.8% bulgarian_yunusbayev_13 + 23.2% kerala-christian_harappa_5"
        [18,] "29.8% rajasthani-brahmin_harappa_1 + 70.2% tuscan_hapmap_102"
        [19,] "30.4% bene-israel-jew_behar_4 + 69.6% bulgarian_yunusbayev_13"
        [20,] "26.8% bihari-brahmin_harappa_1 + 73.2% tuscan_1000genomes_11"
        [,2]
        [1,] "4.0734"
        [2,] "4.3665"
        [3,] "4.3956"
        [4,] "4.6612"
        [5,] "4.6763"
        [6,] "4.6841"
        [7,] "4.7251"
        [8,] "4.7737"
        [9,] "4.7794"
        [10,] "4.7839"
        [11,] "4.8067"
        [12,] "4.8637"
        [13,] "4.8648"
        [14,] "4.8793"
        [15,] "4.8805"
        [16,] "4.8926"
        [17,] "4.9237"
        [18,] "4.9652"
        [19,] "5.0094"
        [20,] "5.0134"

      • not even at k=50 the serbian pops up

      • in single mode i do get out serbian in the top ten

        [1,] "romanian_behar_16" "14.4756"
        [2,] "tuscan_1000genomes_11" "16.4935"
        [3,] "bulgarian_yunusbayev_13" "16.5094"
        [4,] "tuscan_hgdp_8" "16.5727"
        [5,] "tuscan_hapmap_102" "16.7916"
        [6,] "ashkenazi_harappa_4" "17.2808"
        [7,] "ashkenazy-jew_behar_21" "18.9325"
        [8,] "italian_hgdp_13" "19.6899"
        [9,] "serbian_harappa_1" "19.9766"
        [10,] "turk-aydin_hodoglugil_20" "20.8152"

  2. here is mine with mincount=4:

    [1,] "97.7% ap-brahmin_xing_25 + 2.3% druze_hgdp_42" "1.3992"
    [2,] "93% ap-brahmin_xing_25 + 7% bene-israel-jew_behar_4" "1.4733"
    [3,] "58% piramalai-kallar_metspalu_8 + 42% punjabi-jatt_harappa_5" "1.4739"
    [4,] "97.6% ap-brahmin_xing_25 + 2.4% georgia-jew_behar_4" "1.4854"
    [5,] "97.5% ap-brahmin_xing_25 + 2.5% iraq-jew_behar_10" "1.5054"
    [6,] "97.6% ap-brahmin_xing_25 + 2.4% azerbaijan-jew_behar_8" "1.508"
    [7,] "97.5% ap-brahmin_xing_25 + 2.5% iranian-jew_behar_4" "1.5132"
    [8,] "97.6% ap-brahmin_xing_25 + 2.4% armenian_yunusbayev_16" "1.5167"
    [9,] "97.6% ap-brahmin_xing_25 + 2.4% armenian_behar_19" "1.5189"
    [10,] "97.5% ap-brahmin_xing_25 + 2.5% syrian_behar_16" "1.5192"
    [11,] "97.9% ap-brahmin_xing_25 + 2.1% yemen-jew_behar_15" "1.5252"
    [12,] "97.6% ap-brahmin_xing_25 + 2.4% assyrian_harappa_6" "1.5259"
    [13,] "49.6% punjabi-jatt_harappa_5 + 50.4% sakilli_chaubey_4" "1.5263"
    [14,] "97.6% ap-brahmin_xing_25 + 2.4% palestinian_hgdp_46" "1.533"
    [15,] "97.9% ap-brahmin_xing_25 + 2.1% georgian_behar_20" "1.534"
    [16,] "97.7% ap-brahmin_xing_25 + 2.3% cypriot_behar_12" "1.5444"
    [17,] "97.6% ap-brahmin_xing_25 + 2.4% lebanese_behar_7" "1.5479"
    [18,] "2.1% abhkasian_yunusbayev_20 + 97.9% ap-brahmin_xing_25" "1.5488"
    [19,] "97.6% ap-brahmin_xing_25 + 2.4% jordanian_behar_20" "1.5543"
    [20,] "85.1% ap-brahmin_xing_25 + 14.9% cochin-jew_behar_4" "1.5613"

  3. Paul Givargidze

    Thanks for the new tools, Zack.

    Excluding Mizrahim, these are the top Assyrian population matches:

    HarappaOracle("assyrian_harappa_6")
    "iraqi-mandaean_harappa_2" "5.6235"
    "armenian_yunusbayev_16" "6.7647"
    "armenian_behar_19" "9.5842"
    "kurd_yunusbayev_6" "10.9039"

    • > HarappaOracle(c(0.00,11.10,5.81,50.58,0.08,0.03,0.00,0.00,0.61,0.00,31.64,0.02,0.11,0.02,0.00,0.00),k=40,mincount=4,mixedmode=T)
      [,1] [,2]
      [1,] "1.9% urkarah_xing_18 + 98.1% utahn-white_1000genomes_100" "0.9847"
      [2,] "1.7% lezgin_behar_18 + 98.3% utahn-white_1000genomes_100" "1.0251"
      [3,] "15% bulgarian_yunusbayev_13 + 85% orcadian_hgdp_15" "1.0645"
      [4,] "1.8% stalskoe_xing_5 + 98.2% utahn-white_1000genomes_100" "1.0712"
      [5,] "1.6% chechen_yunusbayev_20 + 98.4% utahn-white_1000genomes_100" "1.0765"
      [6,] "81.4% british_1000genomes_99 + 18.6% hungarian_behar_19" "1.1112"
      [7,] "1.8% tajik_yunusbayev_15 + 98.2% utahn-white_1000genomes_100" "1.1168"
      [8,] "1.4% kalash_hgdp_23 + 98.6% utahn-white_1000genomes_100" "1.1278"
      [9,] "1.5% kumyk_yunusbayev_14 + 98.5% utahn-white_1000genomes_100" "1.135"
      [10,] "1.4% adygei_hgdp_17 + 98.6% utahn-white_1000genomes_100" "1.1378"
      [11,] "1.3% north-ossetian_yunusbayev_15 + 98.7% utahn-white_1000genomes_100" "1.1444"
      [12,] "1.3% balkar_yunusbayev_19 + 98.7% utahn-white_1000genomes_100" "1.1501"
      [13,] "1.4% pathan_hgdp_23 + 98.6% utahn-white_1000genomes_100" "1.164"
      [14,] "1.1% abhkasian_yunusbayev_20 + 98.9% utahn-white_1000genomes_100" "1.1743"
      [15,] "1.2% balochi_hgdp_24 + 98.8% utahn-white_1000genomes_100" "1.1824"
      [16,] "1.1% brahui_hgdp_25 + 98.9% utahn-white_1000genomes_100" "1.1839"
      [17,] "1.1% makrani_hgdp_25 + 98.9% utahn-white_1000genomes_100" "1.1863"
      [18,] "1.3% burusho_hgdp_25 + 98.7% utahn-white_1000genomes_100" "1.1865"
      [19,] "1% georgian_behar_20 + 99% utahn-white_1000genomes_100" "1.1879"
      [20,] "1.5% nogai_yunusbayev_16 + 98.5% utahn-white_1000genomes_100" "1.2011"

  4. with my own run

    HarappaWorld Calculator with v3 Genome Data

    10.90% S-Indian
    12.19% Baloch
    23.27% Caucasian
    23.73% NE-Euro
    0.47% SE-Asian
    0.24% Siberian
    0.88% NE-Asian
    1.06% Papuan
    0.89% American
    0.00% Beringian
    21.16% Mediterranean
    4.98% SW-Asian
    0.24% San
    0.00% E-African
    0.00% Pygmy
    0.00% W-African

    Oracle with the same Results

    [1,] "27.9% bene-israel-jew_behar_4 + 72.1% romanian_behar_16"
    [2,] "25.7% bengali-brahmin_harappa_3 + 74.3% tuscan_1000genomes_11"
    [3,] "26.3% brahmin-uttar-pradesh_metspalu_8 + 73.7% tuscan_1000genomes_11"
    [4,] "27.9% nepalese-1_xing_12 + 72.1% tuscan_1000genomes_11"
    [5,] "73.2% tuscan_1000genomes_11 + 26.8% up-brahmin_harappa_3"
    [6,] "25.8% bengali-brahmin_harappa_3 + 74.2% tuscan_hgdp_8"
    [7,] "73.8% bulgarian_yunusbayev_13 + 26.2% cochin-jew_behar_4"
    [8,] "26.3% brahmin-uttar-pradesh_metspalu_8 + 73.7% tuscan_hgdp_8"
    [9,] "28% nepalese-1_xing_12 + 72% tuscan_hgdp_8"
    [10,] "73.2% tuscan_hgdp_8 + 26.8% up-brahmin_harappa_3"
    [11,] "23.5% cochin-jew_behar_4 + 76.5% romanian_behar_16"
    [12,] "74.5% tuscan_1000genomes_11 + 25.5% vaish_reich_4"
    [13,] "28.2% nepalese-1_xing_12 + 71.8% tuscan_hapmap_102"
    [14,] "26.3% bihari-muslim_harappa_4 + 73.7% tuscan_1000genomes_11"
    [15,] "26% bengali-brahmin_harappa_3 + 74% tuscan_hapmap_102"
    [16,] "73% tuscan_hapmap_102 + 27% up-brahmin_harappa_3"
    [17,] "26.5% brahmin-uttar-pradesh_metspalu_8 + 73.5% tuscan_hapmap_102"
    [18,] "26.4% bihari-muslim_harappa_4 + 73.6% tuscan_hgdp_8"
    [19,] "74.4% tuscan_hgdp_8 + 25.6% vaish_reich_4"
    [20,] "29.7% haryana-jatt_harappa_3 + 70.3% tuscan_1000genomes_11"
    [,2]
    [1,] "4.1715"
    [2,] "4.3679"
    [3,] "4.3979"
    [4,] "4.4113"
    [5,] "4.4611"
    [6,] "4.5067"
    [7,] "4.5392"
    [8,] "4.5468"
    [9,] "4.5774"
    [10,] "4.5862"
    [11,] "4.622"
    [12,] "4.7577"
    [13,] "4.8099"
    [14,] "4.8272"
    [15,] "4.8464"
    [16,] "4.8766"
    [17,] "4.8806"
    [18,] "4.8849"
    [19,] "4.8862"
    [20,] "4.9369"

  5. Awesome tool Zack!

    This is my run with mincount = 4

    HarappaOracle(c(58.30,32.29,2.87,0,2.03,0.66,0.00,0.71,0,1.46,0,1.67,0,0,0,0),k=20,mincount=4,mixedmode=T)
    [,1] [,2]
    [1,] "20.2% gond_metspalu_4 + 79.8% velama_metspalu_10" "1.6673"
    [2,] "11.9% santhal_reich_7 + 88.1% velama_metspalu_10" "1.777"
    [3,] "8.2% brahui_hgdp_25 + 91.8% piramalai-kallar_metspalu_8" "1.8474"
    [4,] "8.6% balochi_hgdp_24 + 91.4% piramalai-kallar_metspalu_8" "1.8812"
    [5,] "4.7% brahui_hgdp_25 + 95.3% kurumba_metspalu_4" "1.911"
    [6,] "24.6% satnami_reich_4 + 75.4% velama_metspalu_10" "1.913"
    [7,] "95.3% kurumba_metspalu_4 + 4.7% makrani_hgdp_25" "1.9212"
    [8,] "5% balochi_hgdp_24 + 95% kurumba_metspalu_4" "1.9275"
    [9,] "8.1% makrani_hgdp_25 + 91.9% piramalai-kallar_metspalu_8" "1.9483"
    [10,] "18.4% chenchu_reich_5 + 81.6% velama_metspalu_10" "1.9877"
    [11,] "87.6% piramalai-kallar_metspalu_8 + 12.4% sindhi_hgdp_24" "2.0516"
    [12,] "21.1% kerala-christian_harappa_5 + 78.9% kurumba_metspalu_4" "2.0544"
    [13,] "20.7% kurumba_reich_9 + 79.3% velama_metspalu_10" "2.0588"
    [14,] "10.1% ho_chaubey_5 + 89.9% velama_metspalu_10" "2.0817"
    [15,] "93% kurumba_metspalu_4 + 7% sindhi_hgdp_24" "2.0829"
    [16,] "43.8% hallaki_reich_7 + 56.2% velama_metspalu_10" "2.0857"
    [17,] "14.5% sahariya_reich_4 + 85.5% velama_metspalu_10" "2.0989"
    [18,] "33% kerala-christian_harappa_5 + 67% piramalai-kallar_metspalu_8" "2.1142"
    [19,] "21.7% hakkipikki_metspalu_4 + 78.3% velama_metspalu_10" "2.1228"
    [20,] "9.8% kharia_reich_4 + 90.2% velama_metspalu_10" "2.1428"

  6. Admixture results for sinhalese_harappa_2

    > HarappaOracle("sinhalese_harappa_2",k=20,mixedmode=T)
    [,1] [,2]
    [1,] "sinhalese_harappa_2" "0"
    [2,] "67.9% tamil-nadar_harappa_2 + 32.1% tharu_metspalu_2" "0.9424"
    [3,] "32.3% singapore-indian_sgvp_83 + 67.7% tamil-nadar_harappa_2" "1.0127"
    [4,] "16.2% brahmin-tamil-nadu_metspalu_2 + 83.8% tamil-nadar_harappa_2" "1.1174"
    [5,] "78.4% andhra-pradesh_harappa_3 + 21.6% karnataka_harappa_3" "1.1367"
    [6,] "48.9% singapore-indian_sgvp_83 + 51.1% vysya_reich_5" "1.1548"
    [7,] "23.4% dharkar_metspalu_11 + 76.6% kurumba_metspalu_4" "1.1752"
    [8,] "71.6% kurumba_metspalu_4 + 28.4% singapore-indian_sgvp_83" "1.1767"
    [9,] "17.3% iyengar-brahmin_harappa_7 + 82.7% tamil-nadar_harappa_2" "1.1853"
    [10,] "13.4% gujarati-b_hapmap_34 + 86.6% tamil-nadar_harappa_2" "1.1858"
    [11,] "72% kurumba_metspalu_4 + 28% tharu_metspalu_2" "1.1896"
    [12,] "79.7% ap-reddy_harappa_3 + 20.3% gond_metspalu_4" "1.1946"
    [13,] "15.4% karnataka-brahmin_harappa_3 + 84.6% kurumba_metspalu_4" "1.1998"
    [14,] "69.9% dusadh_metspalu_6 + 30.1% velama_reich_3" "1.2069"
    [15,] "85.7% tamil-nadar_harappa_2 + 14.3% up-kshatriya_metspalu_7" "1.2118"
    [16,] "17.6% karnataka-brahmin_harappa_3 + 82.4% tamil-nadar_harappa_2" "1.2126"
    [17,] "10.5% gujarati_harappa_3 + 89.5% tamil-nadar_harappa_2" "1.2141"
    [18,] "15% meghawal_reich_5 + 85% tamil-nadar_harappa_2" "1.2236"
    [19,] "17.1% iyer-brahmin_harappa_10 + 82.9% tamil-nadar_harappa_2" "1.226"
    [20,] "56.6% piramalai-kallar_metspalu_8 + 43.4% singapore-indian_sgvp_83" "1.2409"

  7. HarappaWorld on GEDmatch | Harappa Ancestry Project - pingback on May 24, 2012 at 10:31 am
  8. HarappaWorld Tweaks | Harappa Ancestry Project - pingback on May 29, 2012 at 6:00 am
  9. HarappaOracle Limitations | Harappa Ancestry Project - pingback on June 12, 2012 at 10:29 am
  10. I am begging someone to help me with this!!! HRP00302

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