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+{"segments": [{"id": 1, "seek": 4709, "start": 20.99, "end": 47.09, "text": "بسم الله الرحمن الرحيم اليوم إن شاء الله سأتحدث عن الموضوع الأخير في هذا الكتاب الحدث 12 يتحدث عن نوع جديد تسمى كاي سكوير تست حدث 11 كاي سكوير", "tokens": [3555, 38251, 21984, 34892, 5016, 27842, 34892, 5016, 32640, 45595, 20498, 36145, 13412, 16606, 21984, 8608, 10721, 2655, 24401, 12984, 18871, 9673, 2407, 11242, 45367, 16247, 9778, 13546, 8978, 23758, 33251, 2655, 16758, 21542, 3215, 12984, 2272, 7251, 2655, 24401, 12984, 18871, 8717, 45367, 10874, 16254, 3215, 6055, 38251, 7578, 9122, 47302, 8608, 4117, 2407, 13546, 6055, 14851, 11331, 3215, 12984, 2975, 9122, 47302, 8608, 4117, 2407, 13546], "avg_logprob": -0.4087409316629603, "compression_ratio": 1.7872340425531914, "no_speech_prob": 0.0, "words": [{"start": 20.99, "end": 21.43, "word": "بسم", "probability": 0.841064453125}, {"start": 21.43, "end": 21.57, "word": " الله", "probability": 0.95166015625}, {"start": 21.57, "end": 21.89, "word": " الرحمن", 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square", "probability": 0.64990234375}], "temperature": 1.0}, {"id": 3, "seek": 10815, "start": 79.73, "end": 108.15, "text": "فهذا ينفذ كاي كاي زي alpha زي beta هدول agricultural واحد من الأحرف اليونانية اسمه كاي كاي اللي هو هذا من غير ال square كاي اكتبي كياب العربي كاي there is only one objective in this chapter how and when", "tokens": [5172, 3224, 15730, 7251, 1863, 5172, 8848, 9122, 47302, 9122, 47302, 30767, 1829, 8961, 30767, 1829, 9861, 8032, 3215, 12610, 19587, 36764, 24401, 9154, 16247, 5016, 28480, 45595, 11536, 7649, 10632, 24525, 2304, 3224, 9122, 47302, 9122, 47302, 13672, 1829, 31439, 23758, 9154, 32771, 13546, 2423, 3732, 9122, 47302, 1975, 4117, 2655, 21292, 9122, 1829, 16758, 18863, 2288, 21292, 9122, 47302, 456, 307, 787, 472, 10024, 294, 341, 7187, 577, 293, 562], "avg_logprob": -0.2955907501586496, "compression_ratio": 1.5129533678756477, "no_speech_prob": 0.0, "words": [{"start": 79.73, "end": 80.13, "word": "فهذا", "probability": 0.599609375}, {"start": 80.13, 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and", "probability": 0.966796875}, {"start": 107.87, "end": 108.15, "word": " when", "probability": 0.9619140625}], "temperature": 1.0}, {"id": 4, "seek": 13343, "start": 108.93, "end": 133.43, "text": "to use the chi-square test for contingency tables كيف و متى او متى و كيف يمكن استخدام ال test لحاجة اسمها contingency tables now we will start with the definition of contingency tables what does contingency table mean ايش بقصد بال contingency table ايش معناه هنعرف بعد شوية", "tokens": [1353, 764, 264, 13228, 12, 33292, 543, 1500, 337, 27820, 3020, 8020, 9122, 33911, 4032, 44650, 7578, 1975, 2407, 44650, 7578, 4032, 9122, 33911, 7251, 43020, 44713, 9778, 3215, 10943, 2423, 1500, 5296, 5016, 26108, 3660, 24525, 2304, 11296, 27820, 3020, 8020, 586, 321, 486, 722, 365, 264, 7123, 295, 27820, 3020, 8020, 437, 775, 27820, 3020, 3199, 914, 1975, 1829, 8592, 4724, 4587, 9381, 3215, 20666, 27820, 3020, 3199, 1975, 1829, 8592, 20449, 8315, 3224, 8032, 1863, 3615, 28480, 39182, 13412, 2407, 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0.9949544270833334}, {"start": 369.68, "end": 369.68, "word": " او", "probability": 0.967529296875}, {"start": 369.68, "end": 369.68, "word": " يسر", "probability": 0.9949544270833334}, {"start": 369.68, "end": 369.88, "word": " او", "probability": 0.967529296875}, {"start": 369.88, "end": 369.88, "word": " يسر", "probability": 0.9954427083333334}, {"start": 369.88, "end": 370.3, "word": " او", "probability": 0.966552734375}, {"start": 370.3, "end": 370.34, "word": " يسر", "probability": 0.9954427083333334}, {"start": 370.34, "end": 371.94, "word": " او", "probability": 0.966796875}, {"start": 371.94, "end": 371.94, "word": " يسر", "probability": 0.9954427083333334}, {"start": 371.94, "end": 371.94, "word": " او", "probability": 0.965576171875}, {"start": 371.94, "end": 371.94, "word": " يسر", "probability": 0.9954427083333334}, {"start": 371.94, "end": 373.36, "word": " او", "probability": 0.9658203125}, {"start": 373.36, "end": 373.64, "word": " يسر", "probability": 0.9952799479166666}, {"start": 373.64, "end": 373.68, "word": " او", "probability": 0.966064453125}, {"start": 373.68, "end": 373.68, "word": " يسر", "probability": 0.9952799479166666}, {"start": 373.68, "end": 375.02, "word": " او", "probability": 0.96533203125}, {"start": 375.02, "end": 375.02, "word": " يسر", "probability": 0.9954427083333334}, {"start": 375.02, "end": 375.02, "word": " او", "probability": 0.964599609375}, {"start": 375.02, "end": 375.02, "word": " يسر", "probability": 0.9954427083333334}, {"start": 375.02, "end": 375.02, "word": " او", "probability": 0.965087890625}, {"start": 375.02, "end": 375.02, "word": " يسر", "probability": 0.9954427083333334}, {"start": 375.02, "end": 375.88, "word": " او", "probability": 0.96484375}, {"start": 375.88, "end": 375.88, "word": " يسر", "probability": 0.9954427083333334}, {"start": 375.88, "end": 376.2, "word": " او", "probability": 0.964599609375}, {"start": 376.2, "end": 376.2, "word": " يسر", "probability": 0.9951171875}, {"start": 376.2, "end": 376.2, "word": " او", "probability": 0.965576171875}, {"start": 376.2, "end": 376.2, "word": " يسر", "probability": 0.9951171875}, {"start": 376.2, "end": 378.06, "word": " او", "probability": 0.966064453125}, {"start": 378.06, "end": 378.66, "word": " يسر", "probability": 0.9947916666666666}, {"start": 378.66, "end": 379.48, "word": " او", "probability": 0.964599609375}, {"start": 379.48, "end": 379.82, "word": " يسر", "probability": 0.9944661458333334}, {"start": 379.82, "end": 385.34, "word": " او", "probability": 0.963623046875}, {"start": 385.34, "end": 385.34, "word": " يس", "probability": 0.993408203125}], "temperature": 1.0}, {"id": 15, "seek": 41174, "start": 385.74, "end": 411.74, "text": "108 هو عدد المطعم المجتمع�� في هذا الوصف، لذلك عدد المطعم المجتمعي هو 300، لذلك هذا هو عدد المطعم المجتمعي عدد المطعم المجتمعي روية ولدينا أيضا عدد المطعم المجتمعي كولومة هذا العرض يسمى 2x2 لأن هناك 2 روية و2 كولومة أنا لا أحسب عدد المطعم", "tokens": [3279, 23, 31439, 6225, 3215, 3215, 9673, 9566, 25957, 9673, 7435, 39237, 3615, 1829, 8978, 23758, 2423, 2407, 9381, 5172, 12399, 5296, 8848, 23275, 6225, 3215, 3215, 9673, 9566, 25957, 9673, 7435, 39237, 3615, 1829, 31439, 6641, 12399, 5296, 8848, 23275, 23758, 31439, 6225, 3215, 3215, 9673, 9566, 25957, 9673, 7435, 39237, 3615, 1829, 6225, 3215, 3215, 9673, 9566, 25957, 9673, 7435, 39237, 3615, 1829, 12602, 2407, 10632, 4032, 1211, 16254, 8315, 36632, 11242, 995, 6225, 3215, 3215, 9673, 9566, 25957, 9673, 7435, 39237, 3615, 1829, 9122, 12610, 20498, 3660, 23758, 18863, 43042, 7251, 38251, 7578, 568, 87, 17, 5296, 33456, 34105, 4117, 568, 12602, 2407, 10632, 4032, 17, 9122, 12610, 20498, 3660, 41850, 20193, 5551, 5016, 35457, 6225, 3215, 3215, 9673, 9566, 25957], "avg_logprob": -0.5985000057220459, "compression_ratio": 2.5240963855421685, "no_speech_prob": 0.0, "words": [{"start": 385.74, "end": 386.58, "word": "108", "probability": 0.56427001953125}, {"start": 386.58, "end": 386.84, "word": " هو", "probability": 0.434326171875}, {"start": 386.84, "end": 387.46, "word": " عدد", "probability": 0.5611165364583334}, {"start": 387.46, "end": 387.94, "word": " المطعم", "probability": 0.25555419921875}, {"start": 387.94, "end": 388.08, "word": " المجتمعي", "probability": 0.49447021484375}, {"start": 388.08, "end": 389.02, "word": " في", "probability": 0.3154296875}, {"start": 389.02, "end": 389.38, "word": " هذا", "probability": 0.60498046875}, {"start": 389.38, "end": 389.86, "word": " الوصف،", "probability": 0.34476318359375}, {"start": 389.86, "end": 390.28, "word": " لذلك", "probability": 0.5434977213541666}, {"start": 390.28, "end": 390.54, "word": " عدد", "probability": 0.52880859375}, {"start": 390.54, "end": 390.62, "word": " المطعم", "probability": 0.7692057291666666}, {"start": 390.62, "end": 390.74, "word": " المجتمعي", "probability": 0.812109375}, {"start": 390.74, "end": 390.98, "word": " هو", "probability": 0.1881103515625}, {"start": 390.98, "end": 392.72, "word": " 300،", "probability": 0.63671875}, {"start": 392.72, "end": 392.82, "word": " لذلك", "probability": 0.5698649088541666}, {"start": 392.82, "end": 392.98, "word": " هذا", "probability": 0.68408203125}, {"start": 392.98, "end": 393.2, "word": " هو", "probability": 0.3271484375}, {"start": 393.2, "end": 393.5, "word": " عدد", "probability": 0.8048502604166666}, {"start": 393.5, "end": 393.5, "word": " المطعم", "probability": 0.79541015625}, {"start": 393.5, "end": 394.12, "word": " المجتمعي", "probability": 0.8322998046875}, {"start": 394.12, "end": 395.62, "word": " عدد", "probability": 0.5737101236979166}, {"start": 395.62, "end": 395.62, "word": " المطعم", "probability": 0.6995442708333334}, {"start": 395.62, "end": 395.62, "word": " المجتمعي", "probability": 0.7669921875}, {"start": 395.62, "end": 395.98, "word": " روية", "probability": 0.3565877278645833}, {"start": 395.98, "end": 398.66, "word": " ولدينا", "probability": 0.662750244140625}, {"start": 398.66, "end": 399.12, "word": " أيضا", "probability": 0.7194010416666666}, {"start": 399.12, "end": 399.82, "word": " عدد", "probability": 0.91845703125}, {"start": 399.82, "end": 399.82, "word": " المطعم", "probability": 0.9119466145833334}, {"start": 399.82, "end": 399.82, "word": " المجتمعي", "probability": 0.88798828125}, {"start": 399.82, "end": 402.28, "word": " كولومة", "probability": 0.66888427734375}, {"start": 402.28, "end": 402.64, "word": " هذا", "probability": 0.46728515625}, {"start": 402.64, "end": 402.84, "word": " العرض", "probability": 0.312255859375}, {"start": 402.84, "end": 403.36, "word": " يسمى", "probability": 0.7820638020833334}, {"start": 403.36, "end": 404.44, "word": " 2x2", "probability": 0.607666015625}, {"start": 404.44, "end": 405.5, "word": " لأن", "probability": 0.8310546875}, {"start": 405.5, "end": 405.82, "word": " هناك", "probability": 0.89892578125}, {"start": 405.82, "end": 406.02, "word": " 2", "probability": 0.6953125}, {"start": 406.02, "end": 406.44, "word": " روية", "probability": 0.64697265625}, {"start": 406.44, "end": 409.38, "word": " و2", "probability": 0.834228515625}, {"start": 409.38, "end": 410.12, "word": " كولومة", "probability": 0.8948974609375}, {"start": 410.12, "end": 410.78, "word": " أنا", "probability": 0.171630859375}, {"start": 410.78, "end": 410.86, "word": " لا", "probability": 0.492431640625}, {"start": 410.86, "end": 411.1, "word": " أحسب", "probability": 0.7548014322916666}, {"start": 411.1, "end": 411.4, "word": " عدد", "probability": 0.672119140625}, {"start": 411.4, "end": 411.74, "word": " المطعم", "probability": 0.9200846354166666}], "temperature": 1.0}, {"id": 16, "seek": 43855, "start": 412.77, "end": 438.55, "text": "واحدة بنصوف و لاعب ده مش هيك اللي بيناحسب بس ال characteristics لعندي ال male و female left و right بالتالي there are two rows و اضحكتين و two columns نبدأ بالروف الأول two rows and two columns so this table is called two by two so in this case sample size n is 300 among these 300 there are 120 females", "tokens": [14407, 24401, 3660, 44945, 9381, 38688, 4032, 20193, 3615, 3555, 11778, 3224, 37893, 39896, 4117, 13672, 1829, 4724, 1829, 8315, 5016, 35457, 4724, 3794, 2423, 10891, 5296, 3615, 1863, 16254, 2423, 7133, 4032, 6556, 1411, 4032, 558, 20666, 2655, 6027, 1829, 456, 366, 732, 13241, 4032, 1975, 11242, 5016, 4117, 2655, 9957, 4032, 732, 13766, 8717, 44510, 10721, 20666, 32887, 5172, 16247, 12610, 732, 13241, 293, 732, 13766, 370, 341, 3199, 307, 1219, 732, 538, 732, 370, 294, 341, 1389, 6889, 2744, 297, 307, 6641, 3654, 613, 6641, 456, 366, 10411, 21529], "avg_logprob": -0.31014785843510784, "compression_ratio": 1.5447154471544715, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 412.77, "end": 413.45, "word": "واحدة", "probability": 0.7250569661458334}, {"start": 413.45, "end": 413.87, "word": " بنصوف", "probability": 0.6449381510416666}, {"start": 413.87, "end": 413.97, "word": " و", "probability": 0.783203125}, {"start": 413.97, "end": 414.13, "word": " لاعب", "probability": 0.550048828125}, {"start": 414.13, "end": 414.23, "word": " ده", "probability": 0.537353515625}, {"start": 414.23, "end": 414.37, "word": " مش", "probability": 0.69384765625}, {"start": 414.37, "end": 415.15, "word": " هيك", "probability": 0.712158203125}, {"start": 415.15, "end": 415.57, "word": " اللي", "probability": 0.871337890625}, {"start": 415.57, "end": 415.91, "word": " بيناحسب", "probability": 0.8111328125}, {"start": 415.91, "end": 416.19, "word": " بس", "probability": 0.871826171875}, {"start": 416.19, "end": 416.45, "word": " ال", "probability": 0.9638671875}, {"start": 416.45, "end": 417.73, "word": " characteristics", "probability": 0.7060546875}, {"start": 417.73, "end": 418.35, "word": " لعندي", "probability": 0.544708251953125}, {"start": 418.35, "end": 418.49, "word": " ال", "probability": 0.7578125}, {"start": 418.49, "end": 418.69, "word": " male", "probability": 0.8759765625}, {"start": 418.69, "end": 418.81, "word": " و", "probability": 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"end": 424.57, "word": " two", "probability": 0.8642578125}, {"start": 424.57, "end": 424.99, "word": " columns", "probability": 0.8828125}, {"start": 424.99, "end": 425.65, "word": " نبدأ", "probability": 0.753662109375}, {"start": 425.65, "end": 426.15, "word": " بالروف", "probability": 0.744140625}, {"start": 426.15, "end": 426.49, "word": " الأول", "probability": 0.952880859375}, {"start": 426.49, "end": 426.77, "word": " two", "probability": 0.755859375}, {"start": 426.77, "end": 427.19, "word": " rows", "probability": 0.86865234375}, {"start": 427.19, "end": 428.21, "word": " and", "probability": 0.81689453125}, {"start": 428.21, "end": 428.43, "word": " two", "probability": 0.94482421875}, {"start": 428.43, "end": 428.77, "word": " columns", "probability": 0.88134765625}, {"start": 428.77, "end": 428.95, "word": " so", "probability": 0.5166015625}, {"start": 428.95, "end": 429.15, "word": " this", "probability": 0.92919921875}, {"start": 429.15, "end": 429.41, "word": " table", "probability": 0.88037109375}, {"start": 429.41, "end": 429.59, "word": " is", "probability": 0.94970703125}, {"start": 429.59, "end": 429.97, "word": " called", "probability": 0.8955078125}, {"start": 429.97, "end": 430.57, "word": " two", "probability": 0.71630859375}, {"start": 430.57, "end": 430.73, "word": " by", "probability": 0.916015625}, {"start": 430.73, "end": 431.27, "word": " two", "probability": 0.94677734375}, {"start": 431.27, "end": 431.61, "word": " so", "probability": 0.630859375}, {"start": 431.61, "end": 431.71, "word": " in", "probability": 0.904296875}, {"start": 431.71, "end": 431.87, "word": " this", "probability": 0.96337890625}, {"start": 431.87, "end": 432.13, "word": " case", "probability": 0.935546875}, {"start": 432.13, "end": 432.45, "word": " sample", "probability": 0.70947265625}, {"start": 432.45, "end": 432.95, "word": " size", "probability": 0.83056640625}, {"start": 432.95, "end": 433.23, "word": " n", "probability": 0.33203125}, {"start": 433.23, 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شخص يتحركون و يوجد 180 شخص يتحركون و يوجد 180 شخص يتحركون و يوجد 180 شخص يتحركون و يوجد 180 شخص يتحركون و يوجد 180 شخص يتحركون و يوجد 180 شخص يتحركون و يوجد 180 شخص يتحركون و يوجد 180 شخص يتح", "tokens": [2407, 49374, 23758, 34892, 4587, 2304, 7251, 29245, 3215, 2272, 13412, 9778, 9381, 7251, 2655, 5016, 31747, 11536, 4032, 7251, 29245, 3215, 11971, 13412, 9778, 9381, 7251, 2655, 5016, 31747, 11536, 4032, 7251, 29245, 3215, 11971, 13412, 9778, 9381, 7251, 2655, 5016, 31747, 11536, 4032, 7251, 29245, 3215, 11971, 13412, 9778, 9381, 7251, 2655, 5016, 31747, 11536, 4032, 7251, 29245, 3215, 11971, 13412, 9778, 9381, 7251, 2655, 5016, 31747, 11536, 4032, 7251, 29245, 3215, 11971, 13412, 9778, 9381, 7251, 2655, 5016, 31747, 11536, 4032, 7251, 29245, 3215, 11971, 13412, 9778, 9381, 7251, 2655, 5016, 31747, 11536, 4032, 7251, 29245, 3215, 11971, 13412, 9778, 9381, 7251, 2655, 5016, 31747, 11536, 4032, 7251, 29245, 3215, 11971, 13412, 9778, 9381, 7251, 2655, 5016, 31747, 11536, 4032, 7251, 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الاثنين ليست متساومة بواسطة واحدة ليس متساومة بواسطة واحدة بواسطة اثنين الان دعونا نرى كيف يمكننا أن نقرر أن نتفرج أو لا تتفرج على نقطة أزرع بسبب مصادقة جديدة اسمها test chi-square اختبار جديد اللي هنسميه chi-square مصادقة chi-square مصادقة", "tokens": [1863, 5016, 1863, 8717, 7435, 25513, 29538, 2423, 3224, 1829, 3555, 35473, 3794, 1829, 11622, 28239, 6027, 10632, 48812, 3215, 2423, 3224, 1829, 3555, 35473, 3794, 1829, 11622, 16712, 17082, 1829, 13546, 10632, 4724, 14407, 3794, 9566, 3660, 36764, 24401, 3660, 32239, 14851, 44650, 3794, 995, 20498, 3660, 4724, 14407, 3794, 9566, 3660, 1975, 12984, 1863, 9957, 23758, 37495, 22653, 14739, 2423, 9307, 7435, 9640, 9307, 2423, 5718, 104, 1863, 9957, 32239, 14851, 44650, 3794, 995, 20498, 3660, 4724, 14407, 3794, 9566, 3660, 36764, 24401, 3660, 32239, 3794, 44650, 3794, 995, 20498, 3660, 4724, 14407, 3794, 9566, 3660, 36764, 24401, 3660, 4724, 14407, 3794, 9566, 3660, 1975, 12984, 1863, 9957, 2423, 7649, 11778, 3615, 2407, 8315, 8717, 2288, 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{"start": 566.3, "end": 566.46, "word": " there", "probability": 0.873046875}, {"start": 566.46, "end": 566.58, "word": " are", "probability": 0.95947265625}, {"start": 566.58, "end": 566.82, "word": " four", "probability": 0.9189453125}, {"start": 566.82, "end": 567.2, "word": " cells", "probability": 0.85546875}, {"start": 567.2, "end": 569.92, "word": " so", "probability": 0.5185546875}, {"start": 569.92, "end": 570.04, "word": " in", "probability": 0.8876953125}, {"start": 570.04, "end": 570.18, "word": " this", "probability": 0.9658203125}, {"start": 570.18, "end": 570.4, "word": " case", "probability": 0.94482421875}, {"start": 570.4, "end": 570.58, "word": " there", "probability": 0.91455078125}, {"start": 570.58, "end": 570.72, "word": " are", "probability": 0.95849609375}, {"start": 570.72, "end": 571.16, "word": " four", "probability": 0.923828125}, {"start": 571.16, "end": 571.78, "word": " cells", "probability": 0.85791015625}, {"start": 571.78, "end": 572.34, "word": " now", "probability": 0.82958984375}, {"start": 572.34, "end": 572.68, "word": " f", "probability": 0.2548828125}, {"start": 572.68, "end": 572.98, "word": " o", "probability": 0.8759765625}, {"start": 572.98, "end": 574.6, "word": " is", "probability": 0.79833984375}, {"start": 574.6, "end": 575.0, "word": " called", "probability": 0.912109375}, {"start": 575.0, "end": 575.68, "word": " observed", "probability": 0.8876953125}, {"start": 575.68, "end": 579.1, "word": " frequency", "probability": 0.9619140625}], "temperature": 1.0}, {"id": 22, "seek": 60109, "start": 581.65, "end": 601.09, "text": "observed اللي هو اللي موجود في الـ table يعني 12, 108, 24, 156 they are called observed frequencies is an observed المعتنيهم في ال table ال F E expected frequency", "tokens": [16537, 6913, 13672, 1829, 31439, 13672, 1829, 3714, 29245, 23328, 8978, 2423, 39184, 3199, 37495, 22653, 2272, 11, 41342, 11, 4022, 11, 2119, 21, 436, 366, 1219, 13095, 20250, 307, 364, 13095, 9673, 34268, 22653, 16095, 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frequency بتطلع ال overall proportion وبضربها في number of males أو ال raw total الأول والتاني الان ال 12 108 24 156 هدول إيش سمناهم observed طب ال expected طلعنا هذه بتساوي", "tokens": [28814, 15730, 8032, 47302, 39896, 39894, 9566, 1211, 3615, 2423, 39184, 5176, 7893, 39894, 9566, 1211, 3615, 2423, 4787, 16068, 46599, 11242, 25513, 11296, 8978, 1230, 295, 20776, 34051, 2423, 8936, 3217, 16247, 12610, 16070, 2655, 7649, 1829, 2423, 7649, 2423, 2272, 41342, 4022, 2119, 21, 8032, 3215, 12610, 11933, 1829, 8592, 8608, 2304, 8315, 16095, 13095, 23032, 3555, 2423, 5176, 23032, 1211, 3615, 8315, 29538, 39894, 3794, 995, 45865], "avg_logprob": -0.2695862676056338, "compression_ratio": 1.4257425742574257, "no_speech_prob": 0.0, "words": [{"start": 1113.51, "end": 1113.91, "word": "إذا", "probability": 0.627197265625}, {"start": 1113.91, "end": 1114.97, "word": " هاي", "probability": 0.36578369140625}, {"start": 1114.97, "end": 1115.31, "word": " هي", "probability": 0.69677734375}, {"start": 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"end": 1173.02, "text": "14.4 مش هيك هذول انا متوقع يكونوا مالهم بيستخدموا اليد اليسرى من ال female وهنا طلعوا 21.6 مش هيك اللي انا اتوقعته ال left طب و ال right ايش هيكون المكاملة لهذه مظبوط او بطريقة تانية 12% overall بيستخدموا اليسرى ايش بتامل اليمنى 88", "tokens": [7271, 13, 19, 37893, 39896, 4117, 8032, 8848, 12610, 1975, 8315, 44650, 30543, 3615, 7251, 30544, 14407, 3714, 6027, 16095, 4724, 1829, 14851, 9778, 40448, 14407, 2423, 25708, 45595, 3794, 2288, 7578, 9154, 2423, 6556, 37037, 8315, 23032, 1211, 3615, 14407, 5080, 13, 21, 37893, 39896, 4117, 13672, 1829, 1975, 8315, 1975, 2655, 30543, 34268, 3224, 2423, 1411, 23032, 3555, 4032, 2423, 558, 1975, 1829, 8592, 39896, 30544, 9673, 4117, 10943, 37977, 46740, 24192, 3714, 19913, 3555, 2407, 9566, 1975, 2407, 4724, 9566, 16572, 28671, 6055, 7649, 10632, 2272, 4, 4787, 4724, 1829, 14851, 9778, 40448, 14407, 45595, 3794, 2288, 7578, 1975, 1829, 8592, 39894, 10943, 1211, 45595, 27842, 7578, 24587], "avg_logprob": 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"probability": 0.754150390625}, {"start": 1159.66, "end": 1160.24, "word": " اتوقعته", "probability": 0.90576171875}, {"start": 1160.24, "end": 1160.3, "word": " ال", "probability": 0.705078125}, {"start": 1160.3, "end": 1160.54, "word": " left", "probability": 0.88720703125}, {"start": 1160.54, "end": 1161.12, "word": " طب", "probability": 0.616943359375}, {"start": 1161.12, "end": 1161.32, "word": " و", "probability": 0.6298828125}, {"start": 1161.32, "end": 1161.38, "word": " ال", "probability": 0.8896484375}, {"start": 1161.38, "end": 1161.62, "word": " right", "probability": 0.947265625}, {"start": 1161.62, "end": 1161.76, "word": " ايش", "probability": 0.7115885416666666}, {"start": 1161.76, "end": 1162.22, "word": " هيكون", "probability": 0.8623046875}, {"start": 1162.22, "end": 1164.92, "word": " المكاملة", "probability": 0.6678466796875}, {"start": 1164.92, "end": 1165.38, "word": " لهذه", "probability": 0.891845703125}, {"start": 1165.38, "end": 1166.88, "word": " مظبوط", 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88", "probability": 0.89453125}], "temperature": 1.0}, {"id": 42, "seek": 119885, "start": 1174.36, "end": 1198.86, "text": "خلاص أضرب الـ 88 في الـ 120 بيعطيك 105 أو أطرح 120 نقص 114.4 إذا الرقم اللي طلع من وين؟ 120 minus 14.4 طيب اللي بعده؟ طلع 21.6 expected frequency للمية اللي بتستخدم الـ left اللي بتستخدم ال right", "tokens": [9778, 1211, 33546, 5551, 11242, 25513, 2423, 39184, 24587, 8978, 2423, 39184, 10411, 4724, 1829, 3615, 9566, 1829, 4117, 33705, 34051, 5551, 9566, 2288, 5016, 10411, 8717, 4587, 9381, 2975, 19, 13, 19, 11933, 15730, 34892, 4587, 2304, 13672, 1829, 23032, 1211, 3615, 9154, 4032, 9957, 22807, 10411, 3175, 3499, 13, 19, 23032, 1829, 3555, 13672, 1829, 39182, 3224, 22807, 23032, 1211, 3615, 5080, 13, 21, 5176, 7893, 5296, 19528, 10632, 13672, 1829, 39894, 14851, 9778, 40448, 2423, 39184, 1411, 13672, 1829, 39894, 14851, 9778, 40448, 2423, 558], "avg_logprob": -0.30916433120041753, "compression_ratio": 1.5154639175257731, "no_speech_prob": 0.0, "words": 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0.90869140625}, {"start": 1197.06, "end": 1197.22, "word": " الـ", "probability": 0.713623046875}, {"start": 1197.22, "end": 1197.44, "word": " left", "probability": 0.662109375}, {"start": 1197.44, "end": 1197.98, "word": " اللي", "probability": 0.86962890625}, {"start": 1197.98, "end": 1198.38, "word": " بتستخدم", "probability": 0.9830322265625}, {"start": 1198.38, "end": 1198.54, "word": " ال", "probability": 0.97412109375}, {"start": 1198.54, "end": 1198.86, "word": " right", "probability": 0.72412109375}], "temperature": 1.0}, {"id": 43, "seek": 122690, "start": 1199.66, "end": 1226.9, "text": "الباقي مش هيك اللي قال لو حكيت تلاتين نجحوا منك وعددكوا خمسين، إيش بتبقى مش ناجح؟ عشرين ال tackle تبعتهم، فقال 180 minus 21.6 بيحطيني 158 هدول اللي أنا معلمهم بالأسود نسميهم expected frequency إذا في عندي observed وفي expected كل حعمله هحسب ال chi-square value", "tokens": [6027, 3555, 995, 38436, 37893, 39896, 4117, 2423, 20292, 50239, 45164, 11331, 4117, 36081, 6055, 1211, 9307, 9957, 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" هدول", "probability": 0.7890625}, {"start": 1214.14, "end": 1214.26, "word": " اللي", "probability": 0.894287109375}, {"start": 1214.26, "end": 1214.32, "word": " أنا", "probability": 0.81298828125}, {"start": 1214.32, "end": 1214.68, "word": " معلمهم", "probability": 0.8250325520833334}, {"start": 1214.68, "end": 1215.32, "word": " بالأسود", "probability": 0.9676513671875}, {"start": 1215.32, "end": 1216.68, "word": " نسميهم", "probability": 0.8836669921875}, {"start": 1216.68, "end": 1217.56, "word": " expected", "probability": 0.96630859375}, {"start": 1217.56, "end": 1218.28, "word": " frequency", "probability": 0.9609375}, {"start": 1218.28, "end": 1219.54, "word": " إذا", "probability": 0.951904296875}, {"start": 1219.54, "end": 1219.7, "word": " في", "probability": 0.830078125}, {"start": 1219.7, "end": 1220.08, "word": " عندي", "probability": 0.7421875}, {"start": 1220.08, "end": 1220.88, "word": " observed", "probability": 0.8271484375}, {"start": 1220.88, "end": 1222.72, "word": " وفي", "probability": 0.7308349609375}, {"start": 1222.72, "end": 1223.16, "word": " expected", "probability": 0.96630859375}, {"start": 1223.16, "end": 1224.42, "word": " كل", "probability": 0.8916015625}, {"start": 1224.42, "end": 1224.92, "word": " حعمله", "probability": 0.75341796875}, {"start": 1224.92, "end": 1225.66, "word": " هحسب", "probability": 0.7731119791666666}, {"start": 1225.66, "end": 1226.02, "word": " ال", "probability": 0.779296875}, {"start": 1226.02, "end": 1226.22, "word": " chi", "probability": 0.15087890625}, {"start": 1226.22, "end": 1226.58, "word": "-square", "probability": 0.8263346354166666}, {"start": 1226.58, "end": 1226.9, "word": " value", "probability": 0.9892578125}], "temperature": 1.0}, {"id": 44, "seek": 126232, "start": 1234.08, "end": 1262.32, "text": "لحظة summation لـ all cells باخد كل cell من ال table فال chi-square ال stat هتساوي أول واحدة 12 هذا ال observe مش هيك ايش ال expected لها 14.4 squared على نفس القيمة هذا ال first cell second cell", "tokens": [1211, 5016, 19913, 3660, 28811, 5296, 39184, 439, 5438, 4724, 47283, 3215, 28242, 2815, 9154, 2423, 3199, 6156, 6027, 13228, 12, 33292, 543, 2423, 2219, 8032, 2655, 3794, 995, 45865, 5551, 12610, 36764, 24401, 3660, 2272, 23758, 2423, 11441, 37893, 39896, 4117, 1975, 1829, 8592, 2423, 5176, 5296, 11296, 3499, 13, 19, 8889, 15844, 8717, 36178, 25062, 32640, 3660, 23758, 2423, 700, 2815, 1150, 2815], "avg_logprob": -0.42092802172357385, "compression_ratio": 1.365979381443299, "no_speech_prob": 0.0, "words": [{"start": 1234.08, "end": 1234.64, "word": "لحظة", "probability": 0.78753662109375}, {"start": 1234.64, "end": 1235.24, "word": " summation", "probability": 0.453125}, {"start": 1235.24, "end": 1235.48, "word": " لـ", "probability": 0.26995849609375}, {"start": 1235.48, "end": 1235.7, "word": " all", "probability": 0.51220703125}, {"start": 1235.7, "end": 1235.98, "word": " cells", "probability": 0.8115234375}, {"start": 1235.98, "end": 1236.34, "word": " 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"start": 1264.81, "end": 1293.13, "text": "ماذا يتساوي 108 105² على 105 زي ما عملت ال second cell بعمل لمن؟ للباقدة 24-21 plus the last one 156", "tokens": [2304, 45636, 995, 7251, 2655, 3794, 995, 45865, 41342, 33705, 27643, 15844, 33705, 30767, 1829, 19446, 6225, 42213, 2655, 2423, 1150, 2815, 4724, 25957, 1211, 5296, 27842, 22807, 5296, 46152, 995, 4587, 41891, 4022, 12, 4436, 1804, 264, 1036, 472, 2119, 21], "avg_logprob": -0.5261627629745839, "compression_ratio": 1.0859375, "no_speech_prob": 0.0, "words": [{"start": 1264.81, "end": 1265.05, "word": "ماذا", "probability": 0.6167399088541666}, {"start": 1265.05, "end": 1265.51, "word": " يتساوي", "probability": 0.65146484375}, {"start": 1265.51, "end": 1267.11, "word": " 108", "probability": 0.5380859375}, {"start": 1267.11, "end": 1271.03, "word": " 105²", "probability": 0.4105224609375}, {"start": 1271.03, "end": 1275.37, "word": " على", "probability": 0.307861328125}, {"start": 1275.37, "end": 1275.73, "word": " 105", 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"probability": 0.1129150390625}, {"start": 1291.27, "end": 1291.73, "word": " the", "probability": 0.1947021484375}, {"start": 1291.73, "end": 1291.93, "word": " last", "probability": 0.86767578125}, {"start": 1291.93, "end": 1292.17, "word": " one", "probability": 0.88232421875}, {"start": 1292.17, "end": 1293.13, "word": " 156", "probability": 0.82470703125}], "temperature": 1.0}, {"id": 46, "seek": 132408, "start": 1301.16, "end": 1324.08, "text": "-158 مرة تانية بحسب ال over all proportion X1 plus X2 على N1 plus N2 أنا مهتم بال left handed بالتالة 12 plus 24 هذو المجموع اللي بستخدم يد اليسرى في كل ال sample divide by ال total تبع الاتنين اللي هو 300 طلع 12%", "tokens": [12, 5211, 23, 3714, 25720, 6055, 7649, 10632, 4724, 5016, 35457, 2423, 670, 439, 16068, 1783, 16, 1804, 1783, 17, 15844, 426, 16, 1804, 426, 17, 41850, 3714, 3224, 39237, 20666, 1411, 16013, 20666, 2655, 6027, 3660, 2272, 1804, 4022, 8032, 8848, 2407, 9673, 7435, 2304, 45367, 13672, 1829, 4724, 14851, 9778, 40448, 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عشان أول خطبة أعملها أطلع ال B- انا بحاول بس أعيد نفس ال example اللى فات اتأكد أن ال Sips معروفة بالنسبة لنا", "tokens": [5172, 7578, 43242, 7578, 18173, 28294, 1266, 24, 31877, 4032, 9566, 6027, 3555, 2423, 1500, 9122, 1829, 3224, 4724, 5016, 35457, 2423, 1500, 6225, 8592, 7649, 5551, 12610, 16490, 9566, 49401, 5551, 25957, 1211, 11296, 5551, 9566, 1211, 3615, 2423, 363, 12, 1975, 8315, 4724, 5016, 995, 12610, 4724, 3794, 5551, 3615, 25708, 8717, 36178, 2423, 1365, 13672, 7578, 6156, 9307, 1975, 2655, 10721, 4117, 3215, 14739, 2423, 318, 2600, 20449, 32887, 5172, 3660, 20666, 1863, 35457, 3660, 5296, 8315], "avg_logprob": -0.3433641975308642, "compression_ratio": 1.4357541899441342, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1527.68, "end": 1527.92, "word": "فى", "probability": 0.363861083984375}, {"start": 1527.92, "end": 1528.24, "word": " عندى", "probability": 0.6131591796875}, {"start": 1528.24, "end": 1528.88, "word": " 41", "probability": 0.72216796875}, 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1730.99, "end": 1731.39, "word": " TV", "probability": 0.3681640625}, {"start": 1731.39, "end": 1732.69, "word": " viewers", "probability": 0.80615234375}, {"start": 1732.69, "end": 1733.53, "word": " and", "probability": 0.94873046875}, {"start": 1733.53, "end": 1734.01, "word": " gender", "probability": 0.896484375}, {"start": 1734.01, "end": 1736.29, "word": " وبتشوف", "probability": 0.753271484375}, {"start": 1736.29, "end": 1736.71, "word": " علاقتها", "probability": 0.812255859375}, {"start": 1736.71, "end": 1736.89, "word": " ده", "probability": 0.87841796875}, {"start": 1736.89, "end": 1737.03, "word": " مع", "probability": 0.9365234375}, {"start": 1737.03, "end": 1738.03, "word": " حدها", "probability": 0.7801106770833334}, {"start": 1738.03, "end": 1739.45, "word": " وقالت", "probability": 0.58514404296875}, {"start": 1739.45, "end": 1740.07, "word": " 41", "probability": 0.4306640625}, {"start": 1740.07, "end": 1740.71, "word": " plus", "probability": 0.50634765625}, 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