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" اليوم", "probability": 0.717041015625}, {"start": 3239.94, "end": 3240.26, "word": " كله", "probability": 0.935791015625}], "temperature": 1.0}, {"id": 118, "seek": 326144, "start": 3242.56, "end": 3261.44, "text": "بعدين اقلهم على المتغير القائم المكتوب عليه variables هنا في عندى خمس اختيارات في المرحلة الأولى اللى فيها بدى احدد عدد العوامل الآن باختار الاختيار الأول والتانى فقط", "tokens": [3555, 22488, 9957, 1975, 4587, 1211, 16095, 15844, 9673, 2655, 17082, 13546, 25062, 16373, 2304, 9673, 4117, 2655, 37746, 47356, 9102, 34105, 8978, 43242, 7578, 16490, 2304, 3794, 1975, 9778, 31371, 9640, 9307, 8978, 9673, 2288, 5016, 37977, 16247, 12610, 7578, 13672, 7578, 8978, 11296, 47525, 7578, 1975, 24401, 3215, 6225, 3215, 3215, 18863, 2407, 10943, 1211, 6024, 48506, 4724, 47283, 2655, 9640, 2423, 47283, 31371, 9640, 16247, 12610, 16070, 2655, 7649, 7578, 6156, 47432], "avg_logprob": -0.2534950740243259, "compression_ratio": 1.7011494252873562, "no_speech_prob": 0.0, "words": [{"start": 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{"start": 3250.32, "end": 3251.52, "word": " اختيارات", "probability": 0.8884765625}, {"start": 3251.52, "end": 3252.64, "word": " في", "probability": 0.62158203125}, {"start": 3252.64, "end": 3253.1, "word": " المرحلة", "probability": 0.9776611328125}, {"start": 3253.1, "end": 3253.66, "word": " الأولى", "probability": 0.8977864583333334}, {"start": 3253.66, "end": 3254.34, "word": " اللى", "probability": 0.944580078125}, {"start": 3254.34, "end": 3254.58, "word": " فيها", "probability": 0.794189453125}, {"start": 3254.58, "end": 3254.72, "word": " بدى", "probability": 0.5960693359375}, {"start": 3254.72, "end": 3255.1, "word": " احدد", "probability": 0.9246419270833334}, {"start": 3255.1, "end": 3255.4, "word": " عدد", "probability": 0.8883463541666666}, {"start": 3255.4, "end": 3255.98, "word": " العوامل", "probability": 0.9671630859375}, {"start": 3255.98, "end": 3256.48, "word": " الآن", "probability": 0.60589599609375}, {"start": 3256.48, "end": 3258.64, "word": " باختار", 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"word": " المعنوية", "probability": 0.92158203125}, {"start": 3286.56, "end": 3286.7, "word": " ال", "probability": 0.880859375}, {"start": 3286.7, "end": 3287.16, "word": " determinant", "probability": 0.95947265625}, {"start": 3287.16, "end": 3288.16, "word": " المحدد", "probability": 0.982421875}], "temperature": 1.0}, {"id": 120, "seek": 331513, "start": 3289.09, "end": 3315.13, "text": "والـ KMO Test هدا هنشوف استخدامه بعد شوية و ال Bartlett Test of Sphericity هدول الأربعة و الرابعة تبدأ اختارهم خلاص بعدين okay continue إذا في ال descriptive اخترت هدول الأربعة extraction عملت استخلاص العوامل طبعا في عدة طرق في سبع طرق لاستخلاص العوامل", "tokens": [2407, 6027, 39184, 591, 18976, 9279, 8032, 28259, 8032, 1863, 8592, 38688, 44713, 9778, 3215, 10943, 3224, 39182, 13412, 2407, 10632, 4032, 2423, 22338, 32547, 9279, 295, 1738, 23920, 507, 8032, 3215, 12610, 16247, 25513, 27884, 4032, 34892, 16758, 27884, 6055, 44510, 10721, 1975, 46456, 9640, 16095, 16490, 1211, 33546, 39182, 9957, 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{"start": 3313.87, "end": 3314.13, "word": " طرق", "probability": 0.9959309895833334}, {"start": 3314.13, "end": 3314.63, "word": " لاستخلاص", "probability": 0.9072265625}, {"start": 3314.63, "end": 3315.13, "word": " العوامل", "probability": 0.9857177734375}], "temperature": 1.0}, {"id": 121, "seek": 334293, "start": 3316.29, "end": 3342.93, "text": "هذه السبع طرق سأختار منهم او هي البنانية اختارها اول واحدة اسمها principal component طريقة المكونات الأساسية انا هتم اختارها هذه الطريقة ال default اللي اشتري عليها ال analysis يعمل analyze لل correlation matrix لانصفة المعاملات دخليها موجودة بعدين display بدأ اختار منها اختيار التاني screeplot", "tokens": [3224, 24192, 21136, 3555, 3615, 23032, 2288, 4587, 8608, 10721, 46456, 9640, 9154, 16095, 1975, 2407, 39896, 29739, 1863, 7649, 10632, 1975, 46456, 9640, 11296, 1975, 12610, 36764, 24401, 3660, 24525, 2304, 11296, 9716, 6542, 23032, 16572, 28671, 9673, 4117, 2407, 8315, 2655, 16247, 3794, 32277, 10632, 1975, 8315, 8032, 39237, 1975, 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0.927001953125}, {"start": 3414.58, "end": 3416.78, "word": " من", "probability": 0.9482421875}, {"start": 3416.78, "end": 3416.98, "word": " الـ", "probability": 0.59814453125}, {"start": 3416.98, "end": 3417.68, "word": " Descriptive", "probability": 0.8346354166666666}, {"start": 3417.68, "end": 3418.88, "word": " باختار", "probability": 0.7823486328125}, {"start": 3418.88, "end": 3419.4, "word": " الأربعة", "probability": 0.9104817708333334}, {"start": 3419.4, "end": 3419.72, "word": " دول", "probability": 0.8095703125}, {"start": 3419.72, "end": 3419.86, "word": " ال", "probability": 0.79150390625}, {"start": 3419.86, "end": 3420.32, "word": " coefficients", "probability": 0.6748046875}, {"start": 3420.32, "end": 3420.58, "word": " و", "probability": 0.86865234375}, {"start": 3420.58, "end": 3420.78, "word": " أعرف", "probability": 0.92236328125}, {"start": 3420.78, "end": 3421.26, "word": " السبب", "probability": 0.9803059895833334}, {"start": 3421.26, "end": 3422.9, "word": " طبعا", "probability": 0.968017578125}, {"start": 3422.9, "end": 3423.12, "word": " مع", "probability": 0.501953125}, {"start": 3423.12, "end": 3423.2, "word": " الـ", "probability": 0.357421875}, {"start": 3423.2, "end": 3423.72, "word": " Significance", "probability": 0.8460286458333334}, {"start": 3423.72, "end": 3423.88, "word": " في", "probability": 0.2476806640625}, {"start": 3423.88, "end": 3424.26, "word": " الإلها", "probability": 0.7322591145833334}, {"start": 3424.26, "end": 3424.6, "word": " اللي", "probability": 0.703125}, {"start": 3424.6, "end": 3424.7, "word": " هي", "probability": 0.5390625}, {"start": 3424.7, "end": 3425.0, "word": " مستوى", "probability": 0.80633544921875}, {"start": 3425.0, "end": 3425.36, "word": " المعنوي", "probability": 0.867431640625}, {"start": 3425.36, "end": 3425.9, "word": " لمعاملات", "probability": 0.96162109375}, {"start": 3425.9, "end": 3426.36, "word": " الارتباط", "probability": 0.85810546875}], "temperature": 1.0}, {"id": 125, "seek": 345049, "start": 3427.63, "end": 3450.49, "text": "بعدين فى شرطين مهمات جدا الـ Determinant وحنعرف إيه الهدف التبعه بعد شوية وفى اختبارين KMO وBartlett Test لدورية أو لنسفر ستين وبعدين فى ال extraction فى رسم اسمه scriblet حنشوف فيه وإيش تستخدم وحافظ على ال extraction اللى بيعتمد على Eigen Value الأكتر من واحد", "tokens": [3555, 22488, 9957, 6156, 7578, 13412, 2288, 9566, 9957, 3714, 16095, 9307, 10874, 28259, 2423, 39184, 4237, 966, 259, 394, 4032, 5016, 1863, 3615, 28480, 11933, 1829, 3224, 2423, 3224, 3215, 5172, 16712, 3555, 3615, 3224, 39182, 13412, 2407, 10632, 4032, 5172, 7578, 1975, 46456, 3555, 9640, 9957, 591, 18976, 4032, 33, 446, 32547, 9279, 5296, 3215, 13063, 10632, 34051, 5296, 1863, 3794, 5172, 2288, 8608, 2655, 9957, 4032, 3555, 22488, 9957, 6156, 7578, 2423, 30197, 6156, 7578, 12602, 38251, 24525, 2304, 3224, 795, 2024, 2631, 11331, 1863, 8592, 38688, 8978, 3224, 4032, 28814, 1829, 8592, 6055, 14851, 9778, 40448, 4032, 5016, 31845, 19913, 15844, 2423, 30197, 13672, 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بتكبر و بتصغر على حسب، فبتلاحظي لو انت ركزت شوية، التلات هدول كاينهم مع بعض", "tokens": [3555, 2655, 15040, 5016, 19913, 1829, 31439, 3714, 43500, 3555, 32239, 16095, 1975, 1829, 8608, 3555, 3615, 8608, 2655, 3660, 12399, 8608, 3555, 3615, 5551, 25513, 3615, 12399, 8608, 3555, 3615, 36764, 24401, 12399, 8608, 2655, 3660, 4032, 8032, 4117, 15730, 12399, 39894, 4117, 26890, 4032, 39894, 9381, 17082, 2288, 15844, 11331, 35457, 12399, 6156, 3555, 2655, 15040, 5016, 19913, 1829, 45164, 16472, 2655, 12602, 4117, 11622, 2655, 13412, 2407, 10632, 12399, 16712, 1211, 9307, 8032, 3215, 12610, 9122, 995, 9957, 16095, 20449, 45030, 11242], "avg_logprob": -0.19295058278150337, "compression_ratio": 1.68, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 4566.17, "end": 4566.71, "word": "بتلاحظي", "probability": 0.8896484375}, {"start": 4566.71, "end": 4566.97, "word": " هو", "probability": 0.935546875}, {"start": 4566.97, "end": 4567.47, "word": " مرتب", "probability": 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مش قادر أميز هدف المجموعة الأولى و لا التانى و لا التالتة و لا الرابعة و لا اللي الله أعلم المهم جدا بالنسبة لي هذا الجدول المكتوب عليه Total Variance Explained", "tokens": [1211, 33456, 21136, 16095, 9307, 19446, 5296, 11296, 44650, 4587, 9640, 49401, 4724, 3794, 4724, 43042, 3224, 37893, 12174, 2288, 9640, 37495, 22653, 12174, 2288, 9640, 37893, 8032, 30544, 9154, 8717, 39319, 10632, 11778, 1829, 11933, 15730, 11778, 3224, 6225, 3555, 9640, 3660, 6156, 47432, 4724, 14851, 5172, 25708, 9154, 11296, 3714, 3215, 7578, 3714, 14851, 16095, 3660, 28242, 44650, 17082, 13546, 8978, 18863, 2407, 10943, 1211, 9122, 28820, 4724, 3794, 4724, 43042, 3224, 37893, 12174, 18513, 2288, 5551, 24401, 3215, 4032, 9957, 9673, 2655, 17082, 13546, 9307, 3714, 29245, 23328, 3660, 11331, 49975, 13672, 5016, 19913, 3660, 37893, 12174, 18513, 2288, 5551, 2304, 1829, 11622, 8032, 3215, 5172, 9673, 7435, 2304, 45367, 3660, 16247, 12610, 7578, 4032, 20193, 16712, 7649, 7578, 4032, 20193, 16712, 6027, 2655, 3660, 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الأول والتاني بس أكتر تشبع هنا فالتالت ماتا كده بمسحها لإن هو بيعطينا دايما الأقوى في الأول لو طلعت الناحية التانية", "tokens": [28814, 23942, 13672, 5016, 19913, 3660, 11778, 1829, 13672, 1829, 11331, 4117, 36081, 47356, 5296, 15042, 7251, 30544, 8978, 3224, 6055, 8592, 3555, 3615, 5296, 5172, 4587, 25720, 8978, 5551, 4117, 2655, 2288, 9154, 6225, 10943, 1211, 13672, 5016, 19913, 3660, 16712, 1211, 9307, 3660, 11778, 3224, 23032, 3555, 3615, 995, 5551, 4587, 2407, 7578, 13412, 19986, 4724, 40228, 9566, 1829, 8315, 11778, 47302, 15042, 18863, 10943, 1211, 16247, 12610, 13672, 1829, 31439, 18863, 10943, 1211, 16247, 4117, 2655, 2288, 12174, 2407, 3660, 8978, 11933, 43500, 3555, 41193, 27188, 4587, 2288, 9307, 20449, 40294, 18863, 10943, 1211, 16247, 12610, 34105, 27188, 4587, 25720, 29538, 44650, 8592, 3555, 27884, 20449, 18863, 10943, 1211, 16247, 12610, 16070, 2655, 7649, 1829, 4724, 3794, 5551, 4117, 2655, 2288, 6055, 8592, 3555, 3615, 34105, 6156, 6027, 2655, 6027, 2655, 3714, 9307, 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