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{"start": 605.44, "end": 606.02, "word": " نفس", "probability": 0.930908203125}, {"start": 606.02, "end": 606.36, "word": " العدد", "probability": 0.8592122395833334}, {"start": 606.36, "end": 606.46, "word": " من", "probability": 0.9365234375}, {"start": 606.46, "end": 606.56, "word": " ال", "probability": 0.91748046875}, {"start": 606.56, "end": 607.06, "word": " attributes", "probability": 0.87451171875}, {"start": 607.06, "end": 607.84, "word": " ثابتة", "probability": 0.762908935546875}, {"start": 607.84, "end": 608.74, "word": " بروح", "probability": 0.7447916666666666}, {"start": 608.74, "end": 609.56, "word": " بجسمليها", "probability": 0.88349609375}, {"start": 609.56, "end": 610.42, "word": " لمجموعات", "probability": 0.922265625}, {"start": 610.42, "end": 610.8, "word": " أصغر", "probability": 0.932861328125}, {"start": 610.8, "end": 611.52, "word": " يعني", "probability": 0.72314453125}, {"start": 611.52, "end": 611.7, "word": " بين", "probability": 0.69580078125}, {"start": 611.7, "end": 612.0, "word": " جوسين", "probability": 0.58349609375}, {"start": 612.0, "end": 612.3, "word": " كانت", "probability": 0.913818359375}, {"start": 612.3, "end": 612.46, "word": " والله", "probability": 0.7015380859375}, {"start": 612.46, "end": 612.68, "word": " عندي", "probability": 0.65478515625}, {"start": 612.68, "end": 612.76, "word": " ال", "probability": 0.85546875}, {"start": 612.76, "end": 612.9, "word": " data", "probability": 0.91552734375}, {"start": 612.9, "end": 613.2, "word": " set", "probability": 0.96142578125}, {"start": 613.2, "end": 613.42, "word": " فيها", "probability": 0.905029296875}, {"start": 613.42, "end": 613.64, "word": " مائة", "probability": 0.7576497395833334}, {"start": 613.64, "end": 613.86, "word": " ألف", "probability": 0.896728515625}, {"start": 613.86, "end": 614.24, "word": " record", "probability": 0.9541015625}, {"start": 614.24, "end": 614.82, "word": " وقلتله", "probability": 0.68369140625}, {"start": 614.82, "end": 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" نفس", "probability": 0.99169921875}, {"start": 641.66, "end": 642.48, "word": " المجموعة", "probability": 0.95322265625}, {"start": 642.48, "end": 643.78, "word": " عناصر", "probability": 0.8390299479166666}, {"start": 643.78, "end": 644.34, "word": " المجموعة", "probability": 0.944921875}, {"start": 644.34, "end": 644.98, "word": " الواحدة", "probability": 0.968994140625}, {"start": 644.98, "end": 646.02, "word": " متشابهة", "probability": 0.91884765625}, {"start": 646.02, "end": 646.64, "word": " وعناصر", "probability": 0.8853515625}, {"start": 646.64, "end": 647.2, "word": " المجموعات", "probability": 0.9833984375}, {"start": 647.2, "end": 647.74, "word": " المختلفة", "probability": 0.9842529296875}, {"start": 647.74, "end": 648.56, "word": " غير", "probability": 0.962890625}, {"start": 648.56, "end": 649.86, "word": " متشابهة", "probability": 0.990234375}], "temperature": 1.0}, {"id": 26, "seek": 66305, "start": 652.05, "end": 663.05, "text": "هذا المصطلح أهم و more professional أن الـ intra distance أو ال cluster distance يجب أن يكون قليل", "tokens": [3224, 15730, 9673, 9381, 9566, 1211, 5016, 5551, 16095, 4032, 544, 4843, 14739, 2423, 39184, 43358, 4560, 34051, 2423, 13630, 4560, 7251, 7435, 3555, 14739, 7251, 30544, 12174, 20292, 1211], "avg_logprob": -0.5796370775468888, "compression_ratio": 1.1565217391304348, "no_speech_prob": 0.0, "words": [{"start": 652.05, "end": 652.77, "word": "هذا", "probability": 0.4739990234375}, {"start": 652.77, "end": 653.19, "word": " المصطلح", "probability": 0.92734375}, {"start": 653.19, "end": 653.59, "word": " أهم", "probability": 0.78369140625}, {"start": 653.59, "end": 654.05, "word": " و", "probability": 0.33154296875}, {"start": 654.05, "end": 654.39, "word": " more", "probability": 0.1998291015625}, {"start": 654.39, "end": 654.97, "word": " professional", "probability": 0.9267578125}, {"start": 654.97, "end": 656.03, "word": " أن", "probability": 0.1795654296875}, {"start": 656.03, "end": 657.97, "word": " الـ", 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الواحدة تكون قصيرة جدا ليس منها in instance او ال distance لما بتكلم على distance يا جماعة الخير لو تخيل ان في اتنين متطابقين او متشابهين المسافة بينهم جديش صفر أصبح", "tokens": [41361, 9673, 3794, 31845, 3660, 19446, 49374, 18871, 33546, 2288, 2423, 294, 5197, 34051, 2423, 13630, 2423, 14407, 24401, 3660, 6055, 30544, 12174, 9381, 48923, 10874, 28259, 32239, 3794, 9154, 11296, 294, 5197, 1975, 2407, 2423, 4560, 5296, 15042, 39894, 4117, 19528, 15844, 4560, 35186, 10874, 15042, 27884, 33962, 13546, 45164, 6055, 9778, 26895, 16472, 8978, 1975, 2655, 1863, 9957, 44650, 9566, 16758, 4587, 9957, 1975, 2407, 44650, 8592, 16758, 3224, 9957, 9673, 3794, 31845, 3660, 49374, 16095, 10874, 16254, 8592, 20328, 5172, 2288, 5551, 9381, 49628], "avg_logprob": -0.2521306709809737, "compression_ratio": 1.7184466019417475, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 666.1699999999998, "end": 666.9899999999999, "word": "كان", "probability": 0.376708984375}, {"start": 666.9899999999999, 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"end": 938.28, "word": " على", "probability": 0.356201171875}, {"start": 938.28, "end": 938.56, "word": " 3000", "probability": 0.74462890625}, {"start": 938.56, "end": 939.08, "word": " بتكلم", "probability": 0.7840169270833334}, {"start": 939.08, "end": 939.32, "word": " على", "probability": 0.87158203125}, {"start": 939.32, "end": 941.82, "word": " 660", "probability": 0.646240234375}, {"start": 941.82, "end": 942.46, "word": " تقريبا", "probability": 0.9880859375}], "temperature": 1.0}, {"id": 38, "seek": 96650, "start": 943.68, "end": 966.5, "text": "بنتكلم على 2300 على 4 بينما اللي تحت بنتكلم على أعداد أعداد كبيرة و أسعار قليلة بينما اللي تحت أعداد قليلة و أسعار قليلة، مظبوط؟ لأ لو أنا بدي أجي أجسم، معناته هيكون التقسيم في ال cluster الأول اللي على أسر باللون الأحمر اللي هي few purchases with high prices", "tokens": [3555, 1863, 2655, 4117, 19528, 15844, 6673, 628, 15844, 1017, 49374, 15042, 13672, 1829, 6055, 33753, 4724, 29399, 4117, 19528, 15844, 5551, 22488, 18513, 5551, 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"word": " على", "probability": 0.7431640625}, {"start": 1269.25, "end": 1269.61, "word": " division", "probability": 0.81298828125}, {"start": 1269.61, "end": 1269.87, "word": " لل", "probability": 0.94140625}, {"start": 1269.87, "end": 1270.25, "word": " data", "probability": 0.9453125}], "temperature": 1.0}, {"id": 52, "seek": 129689, "start": 1271.45, "end": 1296.89, "text": "على مجموعات غير متقاطعة انا بجسم ال data objects أو ال instances اللي موجودة على مجموعات غير متقاطعة وهذا ما نسميها non overlapping clusters او non overlapping subsets او نسميها احنا cluster وبالتالي كل element بكون موجود فقط في one subset", "tokens": [3615, 23942, 3714, 7435, 2304, 45367, 9307, 32771, 13546, 44650, 4587, 41193, 27884, 1975, 8315, 4724, 7435, 38251, 2423, 1412, 6565, 34051, 2423, 14519, 13672, 1829, 3714, 29245, 23328, 3660, 15844, 3714, 7435, 2304, 45367, 9307, 32771, 13546, 44650, 4587, 41193, 27884, 37037, 15730, 19446, 8717, 38251, 1829, 11296, 2107, 33535, 23313, 1975, 2407, 2107, 33535, 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لما ان في عندي هيكلية او hierarchy هيرامية او في عندي tree معناته انا قاعد في عندي عناصر اللي هتكون عندي ماخدة أشكال مختلفة لو انا قلت هي ال data اللي عندي هان وبدأ اطبق عليها partitionary clustering", "tokens": [3555, 9957, 15042, 8978, 2423, 39184, 10886, 1178, 804, 2033, 48673, 20449, 8315, 47395, 41850, 39894, 4117, 19528, 15844, 992, 295, 15646, 292, 23313, 9983, 382, 35250, 804, 4230, 46599, 6027, 2655, 6027, 1829, 5296, 10721, 1975, 8315, 8978, 18871, 16254, 6055, 4587, 41193, 3615, 19446, 49374, 28242, 13630, 4032, 16712, 7649, 1829, 5296, 15042, 16472, 8978, 18871, 16254, 39896, 28820, 10632, 1975, 2407, 3296, 13988, 8032, 13546, 10943, 10632, 1975, 2407, 8978, 18871, 16254, 4230, 20449, 8315, 47395, 1975, 8315, 12174, 995, 22488, 8978, 18871, 16254, 18871, 33546, 2288, 13672, 1829, 8032, 2655, 30544, 18871, 16254, 3714, 47283, 41891, 5551, 8592, 4117, 6027, 3714, 46456, 46538, 3660, 45164, 1975, 8315, 12174, 1211, 2655, 39896, 2423, 1412, 13672, 1829, 18871, 16254, 8032, 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Hierarchical data معناته انا ممكن احيي الـ Hierarchical فكرة انه اتنين و تلاتة هان في one cluster", "tokens": [2304, 3615, 8315, 47395, 3714, 43020, 39896, 30544, 6225, 3555, 9640, 3660, 18871, 2423, 39184, 4100, 849, 20825, 4100, 2628, 2033, 48673, 45164, 1975, 8315, 1975, 5172, 2655, 43042, 2655, 16472, 3224, 20666, 39184, 10886, 1178, 804, 1412, 20449, 8315, 47395, 1975, 8315, 3714, 43020, 1975, 5016, 1829, 1829, 2423, 39184, 10886, 1178, 804, 6156, 4117, 25720, 16472, 3224, 1975, 2655, 1863, 9957, 4032, 6055, 1211, 9307, 3660, 8032, 7649, 8978, 472, 13630], "avg_logprob": -0.35895271518745936, "compression_ratio": 1.5555555555555556, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1326.44, "end": 1326.82, "word": "معناته", "probability": 0.502197265625}, {"start": 1326.82, "end": 1327.1, "word": " ممكن", "probability": 0.625244140625}, {"start": 1327.1, "end": 1327.66, "word": " هيكون", "probability": 0.68408203125}, {"start": 1327.66, "end": 1328.08, "word": " عبارة", 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