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"probability": 0.332275390625}, {"start": 544.93, "end": 545.25, "word": " دولار", "probability": 0.884765625}, {"start": 545.25, "end": 546.51, "word": " ولكن", "probability": 0.59619140625}, {"start": 546.51, "end": 547.03, "word": " تغييره", "probability": 0.781005859375}, {"start": 547.03, "end": 547.43, "word": " كثير", "probability": 0.688232421875}, {"start": 547.43, "end": 547.77, "word": " بكثير", "probability": 0.82879638671875}], "temperature": 1.0}, {"id": 20, "seek": 57755, "start": 550.44, "end": 577.56, "text": "زي ما أقول، لا يمكننا أن نعتمد فقط على الـ Standard Deviation لكي نقارن التغيير بين الـ different datasets يجب أن نقارن الـ coefficient of variation إذا الملخص، لو أردت أقارن تشتت مجموعتين أو أكتر، لا يمكنني أن أعتمد على الـ S لوحده ولا على الـ X bar لوحده، باعتمد على مين؟ على الـ coefficient of variation، لأنه ليس يعمل الـ measures الـ variation أو الـ variability relative للمين تبعه، واضح؟", "tokens": [11622, 1829, 19446, 5551, 39648, 12399, 20193, 7251, 43020, 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ال score سبعتكوا الها mean equal 85 و ال standard deviation equal 5 ادول for female students for male student suppose the mean was 75 and standard deviation 10 اللحظة دي خليها 5", "tokens": [40228, 22653, 45164, 11331, 4117, 36081, 2423, 6175, 8608, 3555, 34268, 4117, 14407, 2423, 11296, 914, 2681, 14695, 4032, 2423, 3832, 25163, 2681, 1025, 1975, 3215, 12610, 337, 6556, 1731, 337, 7133, 3107, 7297, 264, 914, 390, 9562, 293, 3832, 25163, 1266, 13672, 5016, 19913, 3660, 11778, 1829, 16490, 20292, 11296, 1025], "avg_logprob": -0.2771226460078977, "compression_ratio": 1.4036144578313252, "no_speech_prob": 0.0, "words": [{"start": 579.11, "end": 579.33, "word": "يعني", "probability": 0.8056640625}, {"start": 579.33, "end": 579.43, "word": " لو", "probability": 0.93359375}, {"start": 579.43, "end": 579.89, "word": " حكيت", "probability": 0.9518229166666666}, {"start": 579.89, "end": 580.13, "word": " ال", "probability": 0.85009765625}, {"start": 580.13, "end": 580.45, "word": " score", 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1606.88, "end": 1607.12, "word": " أقل", "probability": 0.9944661458333334}, {"start": 1607.12, "end": 1607.26, "word": " من", "probability": 0.99609375}, {"start": 1607.26, "end": 1608.52, "word": " ثلاثة", "probability": 0.93662109375}, {"start": 1608.52, "end": 1608.74, "word": " أو", "probability": 0.9150390625}, {"start": 1608.74, "end": 1608.74, "word": " أقل", "probability": 0.99462890625}, {"start": 1608.74, "end": 1608.74, "word": " من", "probability": 0.99609375}, {"start": 1608.74, "end": 1613.9, "word": " ثلاثة", "probability": 0.93779296875}, {"start": 1613.9, "end": 1616.24, "word": " أو", "probability": 0.91796875}, {"start": 1616.24, "end": 1617.76, "word": " أقل", "probability": 0.99462890625}, {"start": 1617.76, "end": 1618.38, "word": " من", "probability": 0.99609375}, {"start": 1618.38, "end": 1620.06, "word": " ثلاثة", "probability": 0.93564453125}, {"start": 1620.06, "end": 1620.14, "word": " أو", "probability": 0.921875}, {"start": 1620.14, "end": 1620.76, "word": " أقل", "probability": 0.9951171875}, {"start": 1620.76, "end": 1622.32, "word": " من", "probability": 0.9970703125}, {"start": 1622.32, "end": 1622.5, "word": " ث", "probability": 0.78271484375}], "temperature": 1.0}, {"id": 57, "seek": 164561, "start": 1632.25, "end": 1645.61, "text": "مافيش اختلاف اه بين ال euro score and the average يعني مش بعيدة اكتر لكن لو لاحظت هنا مثلا لما كانت eighty-five و ال average eighty is okay my score is around the average", "tokens": [15042, 41185, 8592, 1975, 46456, 15040, 5172, 1975, 3224, 49374, 2423, 14206, 6175, 293, 264, 4274, 37495, 22653, 37893, 45030, 25708, 3660, 1975, 4117, 2655, 2288, 44381, 45164, 20193, 5016, 19913, 2655, 34105, 50113, 15040, 5296, 15042, 25961, 2655, 26348, 12, 18621, 4032, 2423, 4274, 26348, 307, 1392, 452, 6175, 307, 926, 264, 4274], "avg_logprob": -0.2420454529198733, "compression_ratio": 1.4024390243902438, "no_speech_prob": 1.3113021850585938e-06, "words": [{"start": 1632.25, "end": 1632.97, "word": "مافيش", 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"probability": 0.88623046875}, {"start": 1637.33, "end": 1637.53, "word": " اكتر", "probability": 0.6571044921875}, {"start": 1637.53, "end": 1638.65, "word": " لكن", "probability": 0.7587890625}, {"start": 1638.65, "end": 1638.81, "word": " لو", "probability": 0.9765625}, {"start": 1638.81, "end": 1639.15, "word": " لاحظت", "probability": 0.92138671875}, {"start": 1639.15, "end": 1639.29, "word": " هنا", "probability": 0.962890625}, {"start": 1639.29, "end": 1639.65, "word": " مثلا", "probability": 0.90478515625}, {"start": 1639.65, "end": 1640.11, "word": " لما", "probability": 0.84814453125}, {"start": 1640.11, "end": 1640.39, "word": " كانت", "probability": 0.735595703125}, {"start": 1640.39, "end": 1640.55, "word": " eighty", "probability": 0.74267578125}, {"start": 1640.55, "end": 1640.95, "word": "-five", "probability": 0.69189453125}, {"start": 1640.95, "end": 1641.43, "word": " و", "probability": 0.791015625}, {"start": 1641.43, "end": 1641.51, "word": " ال", "probability": 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extreme value but if you look at sixty if you got sixty in the scores and the average was eighty واضح احترق كبير بينهم فدرستك بعيدة كتير عن الطلاب وين لتحت بعد كده درستك أقل من الطلاب أربع انحرافات ميارية لو كانت جيبت مية بعد كده درستي عالية جدا واطلت أربع انحرافات ميارية any question?", "tokens": [539, 452, 6175, 295, 26348, 307, 26348, 1732, 307, 406, 2416, 2158, 307, 406, 8084, 2158, 457, 498, 291, 574, 412, 21390, 498, 291, 658, 21390, 294, 264, 13444, 293, 264, 4274, 390, 26348, 4032, 46958, 5016, 1975, 33753, 2288, 4587, 9122, 3555, 13546, 49374, 16095, 6156, 3215, 2288, 14851, 4117, 45030, 25708, 3660, 9122, 2655, 13546, 18871, 41950, 15040, 3555, 4032, 9957, 5296, 2655, 33753, 39182, 9122, 3215, 3224, 11778, 2288, 14851, 4117, 5551, 4587, 1211, 9154, 41950, 15040, 3555, 5551, 25513, 3615, 16472, 5016, 23557, 5172, 9307, 3714, 1829, 9640, 10632, 45164, 25961, 2655, 10874, 1829, 3555, 2655, 3714, 10632, 39182, 9122, 3215, 3224, 11778, 2288, 14851, 1829, 6225, 6027, 10632, 10874, 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"seek": 170737, "start": 1681.41, "end": 1707.37, "text": "السابق هو شكل الانتجار if you remember when we started chapter three we started with three definitions similar definitions in slide four حكينا ال central tendency أخدنا three measures mean, median and mode", "tokens": [6027, 3794, 16758, 4587, 31439, 13412, 28820, 2423, 7649, 2655, 7435, 9640, 498, 291, 1604, 562, 321, 1409, 7187, 1045, 321, 1409, 365, 1045, 21988, 2531, 21988, 294, 4137, 1451, 11331, 4117, 1829, 8315, 2423, 5777, 18187, 5551, 9778, 3215, 8315, 1045, 8000, 914, 11, 26779, 293, 4391], "avg_logprob": -0.5762117152311363, "compression_ratio": 1.3641618497109826, "no_speech_prob": 0.0, "words": [{"start": 1681.41, "end": 1682.17, "word": "السابق", "probability": 0.4747161865234375}, {"start": 1682.17, "end": 1682.95, "word": " هو", "probability": 0.6552734375}, {"start": 1682.95, "end": 1683.35, "word": " شكل", "probability": 0.6484375}, {"start": 1683.35, "end": 1684.23, "word": " الانتجار", "probability": 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B and C هذا ايه؟ A B and C which one has outlier? 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