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عن مجموعة مجموعة الاستاتيستيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيكيك", "tokens": [41185, 21542, 1211, 28671, 21136, 16758, 27884, 43242, 15042, 8717, 2655, 24401, 12984, 18871, 3714, 7435, 2304, 2407, 27884, 3714, 7435, 2304, 2407, 27884, 8717, 5016, 1863, 8717, 2655, 24401, 12984, 18871, 3714, 7435, 2304, 2407, 27884, 3714, 7435, 2304, 2407, 27884, 2423, 32277, 2655, 9307, 1829, 14851, 1829, 4117, 1829, 4117, 1829, 4117, 1829, 4117, 1829, 4117, 1829, 4117, 1829, 4117, 1829, 4117, 1829, 4117, 1829, 4117, 1829, 4117, 1829, 4117, 1829, 4117, 1829, 4117, 1829, 4117, 1829, 4117, 1829, 4117, 1829, 4117, 1829, 4117, 1829, 4117, 1829, 4117, 1829, 4117, 1829, 4117, 1829, 4117, 1829, 4117, 1829, 4117, 1829, 4117, 1829, 4117, 1829, 4117, 1829, 4117, 1829, 4117, 1829, 4117, 1829, 4117, 1829, 4117, 1829, 4117, 1829, 4117, 1829, 4117, 1829, 4117, 1829, 4117, 1829, 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انت normal لأن ال in is small in this case to solve the problem we have to assume the population is normal otherwise you can't continue because we in chapter seven we are talking about if in is large enough", "tokens": [259, 2681, 14390, 4032, 1211, 5016, 19913, 3660, 4032, 5016, 4117, 7578, 8978, 16247, 36520, 43242, 7578, 33427, 11622, 40228, 23032, 21292, 3615, 7578, 37893, 39896, 4117, 11203, 8592, 7649, 9122, 3215, 3224, 16472, 2655, 2710, 5296, 33456, 2423, 294, 307, 1359, 294, 341, 1389, 281, 5039, 264, 1154, 321, 362, 281, 6552, 264, 4415, 307, 2710, 5911, 291, 393, 380, 2354, 570, 321, 294, 7187, 3407, 321, 366, 1417, 466, 498, 294, 307, 2416, 1547], "avg_logprob": -0.29931005564602936, "compression_ratio": 1.4094827586206897, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 757.08, "end": 757.38, "word": "in", "probability": 0.0390625}, {"start": 757.38, "end": 757.82, "word": " equal", "probability": 0.662109375}, {"start": 757.82, "end": 758.58, "word": " 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"probability": 0.94580078125}, {"start": 1974.18, "end": 1976.4, "word": " point", "probability": 0.57275390625}, {"start": 1976.4, "end": 1977.32, "word": " خلاص", "probability": 0.84814453125}, {"start": 1977.32, "end": 1978.54, "word": " فالجواب", "probability": 0.908203125}, {"start": 1978.54, "end": 1979.56, "word": " لو", "probability": 0.70703125}, {"start": 1979.56, "end": 1979.94, "word": " اتطلعت", "probability": 0.703076171875}, {"start": 1979.94, "end": 1980.26, "word": " check", "probability": 0.92822265625}, {"start": 1980.26, "end": 1980.4, "word": " the", "probability": 0.83740234375}, {"start": 1980.4, "end": 1980.68, "word": " answer", "probability": 0.95751953125}], "temperature": 1.0}, {"id": 74, "seek": 200784, "start": 1982.02, "end": 2007.84, "text": "مظبوط الجواب هي؟ اه مظبوط طب الحمد لله يعني معنى السؤال هذا معنى طول المعنى الفكرة تاعته كانت تالية الفكرة هي find the probability that the sample mean exceeds بزيد عن ال population mean اللي هو ال mu بزيد", "tokens": [2304, 19913, 3555, 2407, 9566, 25724, 14407, 3555, 39896, 22807, 1975, 3224, 3714, 19913, 3555, 2407, 9566, 23032, 3555, 21542, 2304, 3215, 24976, 3224, 37495, 22653, 20449, 1863, 7578, 21136, 33604, 6027, 23758, 20449, 1863, 7578, 23032, 12610, 9673, 3615, 1863, 7578, 27188, 4117, 25720, 6055, 995, 34268, 3224, 25961, 2655, 6055, 6027, 10632, 27188, 4117, 25720, 39896, 915, 264, 8482, 300, 264, 6889, 914, 43305, 4724, 11622, 25708, 18871, 2423, 4415, 914, 13672, 1829, 31439, 2423, 2992, 4724, 11622, 25708], "avg_logprob": -0.2780106798177812, "compression_ratio": 1.5939086294416243, "no_speech_prob": 0.0, "words": [{"start": 1982.02, "end": 1982.5, "word": "مظبوط", "probability": 0.889453125}, {"start": 1982.5, "end": 1982.78, "word": " الجواب", "probability": 0.9529622395833334}, {"start": 1982.78, "end": 1984.42, "word": " هي؟", "probability": 0.731689453125}, {"start": 1984.42, "end": 1984.76, "word": " اه", "probability": 0.5902099609375}, {"start": 1984.76, "end": 1985.0, "word": " مظبوط", "probability": 0.94443359375}, {"start": 1985.0, "end": 1985.48, "word": " طب", "probability": 0.809814453125}, {"start": 1985.48, "end": 1985.84, "word": " الحمد", "probability": 0.8167317708333334}, {"start": 1985.84, "end": 1986.02, "word": " لله", "probability": 0.849365234375}, {"start": 1986.02, "end": 1987.68, "word": " يعني", "probability": 0.860595703125}, {"start": 1987.68, "end": 1987.96, "word": " معنى", "probability": 0.9529622395833334}, {"start": 1987.96, "end": 1988.24, "word": " السؤال", "probability": 0.6344401041666666}, {"start": 1988.24, "end": 1988.54, "word": " هذا", "probability": 0.783203125}, {"start": 1988.54, "end": 1989.62, "word": " معنى", "probability": 0.8336588541666666}, {"start": 1989.62, "end": 1989.92, "word": " طول", "probability": 0.52764892578125}, {"start": 1989.92, "end": 1991.02, "word": " المعنى", "probability": 0.89306640625}, {"start": 1991.02, "end": 1994.04, "word": " الفكرة", "probability": 0.84326171875}, {"start": 1994.04, "end": 1994.42, "word": " تاعته", "probability": 0.75244140625}, {"start": 1994.42, "end": 1994.64, "word": " كانت", "probability": 0.749267578125}, {"start": 1994.64, "end": 1994.94, "word": " تالية", "probability": 0.7753092447916666}, {"start": 1994.94, "end": 1997.62, "word": " الفكرة", "probability": 0.7972819010416666}, {"start": 1997.62, "end": 1997.9, "word": " هي", "probability": 0.81201171875}, {"start": 1997.9, "end": 1998.0, "word": " find", "probability": 0.1827392578125}, {"start": 1998.0, "end": 2000.0, "word": " the", "probability": 0.82421875}, {"start": 2000.0, "end": 2000.38, "word": " probability", "probability": 0.9306640625}, {"start": 2000.38, "end": 2000.68, "word": " that", "probability": 0.86865234375}, {"start": 2000.68, "end": 2000.9, "word": " the", "probability": 0.7177734375}, {"start": 2000.9, "end": 2001.28, "word": " sample", "probability": 0.853515625}, {"start": 2001.28, "end": 2001.64, "word": " mean", "probability": 0.86376953125}, {"start": 2001.64, "end": 2003.42, "word": " exceeds", "probability": 0.94482421875}, {"start": 2003.42, "end": 2004.1, "word": " بزيد", "probability": 0.735107421875}, {"start": 2004.1, "end": 2004.94, "word": " عن", "probability": 0.8740234375}, {"start": 2004.94, "end": 2005.06, "word": " ال", "probability": 0.42578125}, {"start": 2005.06, "end": 2005.5, "word": " population", "probability": 0.98876953125}, {"start": 2005.5, "end": 2005.96, "word": " mean", "probability": 0.9150390625}, {"start": 2005.96, "end": 2006.16, "word": " اللي", "probability": 0.8818359375}, {"start": 2006.16, "end": 2006.3, "word": " هو", "probability": 0.9365234375}, {"start": 2006.3, "end": 2006.4, "word": " ال", "probability": 0.74853515625}, {"start": 2006.4, "end": 2006.68, "word": " mu", "probability": 0.10150146484375}, {"start": 2006.68, "end": 2007.84, "word": " بزيد", "probability": 0.9357096354166666}], "temperature": 1.0}, {"id": 75, "seek": 203349, "start": 2008.61, "end": 2033.49, "text": "by 2 لو حكى بقل يعني أقل من U plus 2 لو أقل خلاص أقل منه خلاص أيه 22؟ 23؟ 23 أيه 23؟ برضه ال sample mean", "tokens": [2322, 568, 45164, 11331, 4117, 7578, 4724, 4587, 1211, 37495, 22653, 5551, 4587, 1211, 9154, 624, 1804, 568, 45164, 5551, 4587, 1211, 16490, 1211, 33546, 5551, 4587, 1211, 9154, 3224, 16490, 1211, 33546, 36632, 3224, 5853, 22807, 6673, 22807, 6673, 36632, 3224, 6673, 22807, 4724, 43042, 3224, 2423, 6889, 914], "avg_logprob": -0.38143381768581913, "compression_ratio": 1.3596491228070176, "no_speech_prob": 0.0, "words": [{"start": 2008.61, "end": 2008.91, "word": "by", "probability": 0.1815185546875}, {"start": 2008.91, "end": 2009.25, "word": " 2", "probability": 0.6337890625}, {"start": 2009.25, "end": 2009.75, "word": " لو", "probability": 0.51318359375}, {"start": 2009.75, "end": 2009.97, "word": " حكى", "probability": 0.6396484375}, {"start": 2009.97, "end": 2010.37, "word": " بقل", "probability": 0.9195963541666666}, {"start": 2010.37, "end": 2010.55, "word": " يعني", "probability": 0.8583984375}, {"start": 2010.55, "end": 2010.91, "word": " أقل", "probability": 0.85791015625}, {"start": 2010.91, "end": 2011.05, "word": " من", "probability": 0.98486328125}, {"start": 2011.05, "end": 2011.25, "word": " U", "probability": 0.1800537109375}, {"start": 2011.25, "end": 2011.51, "word": " plus", "probability": 0.22216796875}, {"start": 2011.51, "end": 2011.89, "word": " 2", "probability": 0.83984375}, {"start": 2011.89, "end": 2013.55, "word": " لو", "probability": 0.712890625}, {"start": 2013.55, "end": 2013.81, "word": " أقل", "probability": 0.9485677083333334}, {"start": 2013.81, "end": 2014.03, "word": " خلاص", "probability": 0.9173177083333334}, {"start": 2014.03, "end": 2014.37, "word": " أقل", "probability": 0.9791666666666666}, {"start": 2014.37, "end": 2014.83, "word": " منه", "probability": 0.975830078125}, {"start": 2014.83, "end": 2017.39, "word": " خلاص", "probability": 0.9222005208333334}, {"start": 2017.39, "end": 2018.83, "word": " أيه", "probability": 0.59375}, {"start": 2018.83, "end": 2019.61, "word": " 22؟", "probability": 0.50836181640625}, {"start": 2019.61, "end": 2023.31, "word": " 23؟", "probability": 0.701416015625}, {"start": 2023.31, "end": 2023.85, "word": " 23", "probability": 0.1021728515625}, {"start": 2023.85, "end": 2026.07, "word": " أيه", "probability": 0.6053466796875}, {"start": 2026.07, "end": 2029.37, "word": " 23؟", "probability": 0.723876953125}, {"start": 2029.37, "end": 2032.53, "word": " برضه", "probability": 0.830078125}, {"start": 2032.53, "end": 2032.89, "word": " ال", "probability": 0.54736328125}, {"start": 2032.89, "end": 2033.15, "word": " sample", "probability": 0.399658203125}, {"start": 2033.15, "end": 2033.49, "word": " mean", "probability": 0.728515625}], "temperature": 1.0}, {"id": 76, "seek": 206291, "start": 2035.09, "end": 2062.91, "text": "is more than three hours below the population means أكتب بحيك ولا بيقول minus نقرا كويس is more هي more than three hours below هيك ولا هيك هو بحكى is more هي more مظلوم", "tokens": [271, 544, 813, 1045, 2496, 2507, 264, 4415, 1355, 5551, 4117, 2655, 3555, 4724, 5016, 1829, 4117, 49429, 4724, 1829, 39648, 3175, 8717, 4587, 23557, 9122, 45865, 3794, 307, 544, 39896, 544, 813, 1045, 2496, 2507, 39896, 4117, 49429, 39896, 4117, 31439, 4724, 5016, 4117, 7578, 307, 544, 39896, 544, 3714, 19913, 1211, 20498], "avg_logprob": -0.3076704512942921, "compression_ratio": 1.542857142857143, "no_speech_prob": 0.0, "words": [{"start": 2035.0900000000001, "end": 2035.93, "word": "is", "probability": 0.60888671875}, {"start": 2035.93, "end": 2036.23, "word": " more", "probability": 0.95263671875}, {"start": 2036.23, "end": 2036.63, "word": " than", "probability": 0.95849609375}, {"start": 2036.63, "end": 2037.25, "word": " three", "probability": 0.73291015625}, {"start": 2037.25, "end": 2037.65, "word": " hours", "probability": 0.90869140625}, {"start": 2037.65, "end": 2038.03, "word": " below", "probability": 0.95166015625}, {"start": 2038.03, "end": 2038.21, "word": " the", "probability": 0.68505859375}, {"start": 2038.21, "end": 2038.71, "word": " population", "probability": 0.9228515625}, {"start": 2038.71, "end": 2039.15, "word": " means", "probability": 0.299072265625}, {"start": 2039.15, "end": 2042.85, "word": " أكتب", "probability": 0.82232666015625}, {"start": 2042.85, "end": 2043.07, "word": " بحيك", "probability": 0.5054931640625}, {"start": 2043.07, "end": 2043.19, "word": " ولا", "probability": 0.85205078125}, {"start": 2043.19, "end": 2043.39, "word": " بيقول", "probability": 0.6324055989583334}, {"start": 2043.39, "end": 2043.81, "word": " minus", "probability": 0.9736328125}, {"start": 2043.81, "end": 2045.61, "word": " نقرا", "probability": 0.7305501302083334}, {"start": 2045.61, "end": 2046.11, "word": " كويس", "probability": 0.9962565104166666}, {"start": 2046.11, "end": 2047.21, "word": " is", "probability": 0.88037109375}, {"start": 2047.21, "end": 2047.49, "word": " more", "probability": 0.9609375}, {"start": 2047.49, "end": 2047.63, "word": " هي", "probability": 0.444091796875}, {"start": 2047.63, "end": 2047.95, "word": " more", "probability": 0.9638671875}, {"start": 2047.95, "end": 2048.89, "word": " than", "probability": 0.86376953125}, {"start": 2048.89, "end": 2049.21, "word": " three", "probability": 0.927734375}, {"start": 2049.21, "end": 2049.63, "word": " hours", "probability": 0.919921875}, {"start": 2049.63, "end": 2050.11, "word": " below", "probability": 0.94384765625}, {"start": 2050.11, "end": 2051.51, "word": " هيك", "probability": 0.73486328125}, {"start": 2051.51, "end": 2051.81, "word": " ولا", "probability": 0.8779296875}, {"start": 2051.81, "end": 2054.91, "word": " هيك", "probability": 0.985595703125}, {"start": 2054.91, "end": 2059.55, "word": " هو", "probability": 0.68603515625}, {"start": 2059.55, "end": 2060.21, "word": " بحكى", "probability": 0.83203125}, {"start": 2060.21, "end": 2060.73, "word": " is", "probability": 0.96533203125}, {"start": 2060.73, "end": 2061.05, "word": " more", "probability": 0.9619140625}, {"start": 2061.05, "end": 2062.21, "word": " هي", "probability": 0.92919921875}, {"start": 2062.21, "end": 2062.49, "word": " more", "probability": 0.9609375}, {"start": 2062.49, "end": 2062.91, "word": " مظلوم", "probability": 0.505615234375}], "temperature": 1.0}, {"id": 77, "seek": 209142, "start": 2064.33, "end": 2091.43, "text": "more قداش؟ three hours below يعني هو أقل من ال mean بتانية الساعة يعني التانية يعني التانية الصح بالترجمة مش حرفية و تكتب more than three below three minus لأ هو بقل على ال mean التلاتة يعني ال mean ناقص تلاتة واضح؟ إذا هذه هي أكملها مش صحي هتبقى أكمل؟ إذا بحكي لهم شوية، هيك؟", "tokens": [3138, 12174, 3215, 33599, 22807, 1045, 2496, 2507, 37495, 22653, 31439, 5551, 4587, 1211, 9154, 2423, 914, 39894, 7649, 10632, 21136, 995, 27884, 37495, 22653, 16712, 7649, 10632, 37495, 22653, 16712, 7649, 10632, 31767, 5016, 20666, 2655, 47341, 46007, 37893, 11331, 28480, 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