6. Математическая статистика 6. Контролер ОТК проверил срок службы 40 электрических ламп и получил следующие данные (в часах):
476,4
| 599,1
| 456
| 584,9
| 460,9
| 488,1
| 642,7
| 564,7
| 477,2
| 499,6
| 485
| 541,5
| 515,2
| 421,5
| 733,1
| 574,6
| 443
| 406,7
| 468,1
| 473,4
| 461,9
| 545,3
| 558,3
| 427,9
| 526,1
| 403,3
| 556
| 515,8
| 410,9
| 503,6
| 594,2
| 554,2
| 558,5
| 498,8
| 449,6
| 453,4
| 500,1
| 486,4
| 509,2
| 574,1
| Построить интервальную группировку данных по шести интервалам равной длины и соответствующую гистограмму. Найти средний срок службы лампы и исправленную дисперсию для выборки. Построить доверительный интервал надежности 95% для среднего срока службы лампы.
Решение:
Ширина интервала составит:
![](data:image/png;base64,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)
Определим границы группы, результаты группировки оформим в виде таблицы: Группы
| Частота ni
| 403,3 − 458,3
| 9
| 458,3 − 513,3
| 14
| 513,3 − 568,3
| 10
| 568,3 − 623,3
| 5
| 623,3 − 678,3
| 1
| 678,3 − 733,3
| 1
| Таблица для расчета показателей:
Группы
| Середина интервала, xц
| Кол-во, ni
| xini
| Накопленная частота, S
| |x-xср|ni
| (x - xср)2ni
| Относительная частота, ni/n
| 403,3 - 458,3
| 430,8
| 9
| 3877,2
| 9
| 717,75
| 57240,563
| 0,225
| 458,3 - 513,3
| 485,8
| 14
| 6801,2
| 23
| 346,5
| 8575,875
| 0,35
| 513,3 - 568,3
| 540,8
| 10
| 5408
| 33
| 302,5
| 9150,625
| 0,25
| 568,3 - 623,3
| 595,8
| 5
| 2979
| 38
| 426,25
| 36337,813
| 0,125
| 623,3 - 678,3
| 650,8
| 1
| 650,8
| 39
| 140,25
| 19670,063
| 0,025
| 678,3 - 733,3
| 705,8
| 1
| 705,8
| 40
| 195,25
| 38122,563
| 0,025
| Итого
|
| 40
| 20422
|
| 2128,5
| 169097,5
| 1
| Выборочная средняя:
![](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAABAAAAAEQCAIAAAChkZHoAABeSUlEQVR4nO3dd1wUV9s3cOmgNAv2hqBGMEZjVDT2Enu8xQKCJVZQEBs2BAuICgpWIBY0diXqfYslYgm2GGyxgyGioFgRC00673l3n2efuWcLO7M7M1t+3z/87F47c+Zal4VzzZw5x7iioqIKAAAAAADoB2OhEwAAAAAAAP6gAAAAAAAA0CMoAAAAAAAA9AgKAAAAAAAAPYICAAAAAABAj6AAAAAAAADQIygAAAAAAAD0CAoAAAAAAAA9ggIAAAAAAECPoAAAAAAAANAjKAAAAAAAAPQICgAAAAAAAD2CAkD3ubi43LhxQ+gsOHfu3Lk+ffoInQUAAACApkMBoPuWLVs2ePBgobPg3OfPn4VOAQAAAEALoADQfQMHDvzuu+9u3boldCLc+vTpk9ApAAAAAGgBFAB6Yfny5UOGDBE6C26hAAAAAABQBgoAvTBo0KD27dvfvn1b6EQ4hCFAAAAAAMpAAaAvli1b9uOPPzLaxc7O7tmzZ1WrVuUoJYny8vKioqLC/5Wbm5uRkZEukpqaeunSpby8vEobwRUAAAAAAGWgANAXQ4YMadeu3Z07d5TfJSsrKzo62t/fn7usxAwNDS1EJJE2bdpIHhcXF1+5cuXkyZM7d+4ktYG8RlAAAAAAACgDBYAeWb58+bBhwxjtEh4ePn369GrVqnGUkjJMTU37iCxevDgoKCg2Nra8vFx6MwwBAgAAAFAGCgA9MnToUKYXAd6/fx8VFbVgwQLuslJe7dq1t27d6unpOXDgwC9fvtBexRUAAAAAAGWgANAvS5cuHT58OKNd1q5dO2PGDEtLS45SYqp79+7Hjx8fMmRIcXExNY4CAAAAAEAZKAD0y48//vjNN9/cu3dP+V2ys7O3bNmyaNEi7rJiqm/fvjExMZMnT6YGUQAAAAAAKAMFgH4xMDBYtmyZq6sro73WrVvn4+NjZWXFUVYs/PTTT5s3b757964kgnsAAAAAAJSBAkDvDBs2rE2bNvfv31d+lw8fPmzZsmXx4sXcZcUUqWRIWdK3b19JJCcnp6KigsQFzAoAAABA86EA0Duki7x06dKRI0cy2isiIsLX11ejLgL07t2buroZ6f2TGsDGxkbYrAAAAAA0HAoAfTR8+PCvv/76wYMHyu/y4cOHTZs2LVmyhLusWCBlDHV548+fP6MAAAAAAFAMBYA+El8EGDVqFKO9IiIiZs6caW1tzVFWLIwYMYI6MOnTp0+NGzcWMB8AAAAAzYcCQE+5uro6Ozs/evRI+V1I93rjxo1BQUHcZcWUo6Mj9VIGJgICAAAAqBQKAD0lvgjg5ubGaK/IyEg/Pz+NGmbTtWtXSQGAiYAAAAAAKoUCQH+NHDnSyckpOTlZ+V1ID3vDhg3Lli3jLiumOnToEBMTI36MKwAAAAAAlUIBoL/EFwHc3d0Z7UUKgFmzZtna2nKTFGOkAJA8RgEAAAAAUCkUAHpt5MiRrVq1SklJUX4X8UWA5cuXc5YUMyT/atWq5efnV0EBAAAAAKAEFAB6zdDQMCgoyMPDg9FepACYPXu2hlwEIG/h0aNHJSUl5HH16tWFTgcAAABA06EA0HejR48ODg5+/Pix8rvk5ORERkaSvbjLihFM/QkAAACgPBQA+k58EcDT05PRXhs3bpwzZw7OuAMAAABoHRQAUMXNzS04OPjvv/9Wfpfc3NyIiIiVK1dylxUAAAAAcAEFAPzPRYCxY8cy2mvTpk1z586tUaMGR1kBAAAAABdQAMD/5+7uHhwcnJqaqvwueXl569atW7VqFXdZAQAAAIDaoQCA/8/Q0DAwMHD8+PGM9tq8efO8efNq1qzJUVYAAAAAoHYoAOB/jBkzJjg4+MmTJ8rvkp+fv27dutWrV3OXFQAAAACoFwoA+B9GRkZBQUETJkxgtNeWLVvmzZtXq1YtjrICAAAAAPVCAQD/x8PDIzg4OC0tTfld8vPz165dGxYWxl1WAAAAAKBGKADg/xgZGQUGBk6cOJHRXlFRUf7+/nZ2dhxlBQAAAABqhAIA/ounp2dISMjTp0+V36WgoCA8PHzt2rXcZQUAAAAA6oICAP6LsbFxYGDgpEmTGO0VHR09f/782rVrc5QVAOinnJycs2fPXrx48dGjR2lpaeRpfn6+hYWFjY1Ns2bNnJ2de/Xq1b9/f2tra6EzBQDQJigAgG7s2LEhISHPnj1TfpcvX76EhYVFRERwlxUA8CAjI+Ovv/56+PDhM5HMzMy8vLwCEUNDQzMzM9LzJqV+kyZNvvrqq/bt23///fd169blIpN79+6RXymHDx8uKSmhvZQn8vLlyytXrvz888+mpqbu7u7+/v6tW7fmIhNlfPz4sU2bNiQlSaS8vJxdU4J/BIInAAA8QAEAdMbGxkuWLJkyZQqjvWJiYubPn48/AwBa5+LFi3+IXL9+nXRk5W1WVlZG+uLinvedO3ck8Q4dOnh4eEycOFFdp+FzcnIWLVq0devWiooKZbYvLi7es2fP/v37/fz8QkJCqlatqpY0GJk6dSq198+U4B+B4AkAAM9QAIAM48ePX7lyZXp6uvK7FBYWhoeHR0ZGcpYUAHCid+/equx+U2Tp0qULFy6cN2+emZmZKq2lpqYOHTr0n3/+oQadnJy8vb179uzZpEkTc3Pz7Ozs27dvHz169ODBg0VFReJtSN90/fr1Fy5ciI+Pb9y4sSo5MLVjx45jx46p0oLgH4HgCQAAz1AAgAziiwBTp05ltNfPP/+8YMECXATQMXl5ef/+979///33GzduvH37Njc318bGplGjRi4uLu7u7t26dRM6QeAE+SL379+/a9eu3377bZ06dezs7AoKCj58+PDs2bOLFy+eOHHi3r171O3JD0ZgYOChQ4fi4uK++uordgd9+PAh6eWTo0gihoaGoaGh5BeLgYEBNbfBIosWLfL09CTFgOSl+/fvd+7c+erVq/b29uxyYIrUKnPmzOGiZUE+Ao1KAAC4gwIAZBNfBMjIyFB+l8LCwjVr1mzYsIGzpIRx5cqVHj16KNggPDzc39+/0nauXbtG/pRKx+fPn8/pQgpnz54dMGCA4m0iIiKkOzEvX74kfa99+/aRGoAafy9y586dmJgY8j+zf//++vXrqzlpEE6/fv38/PwGDhxIOt/UuI0I6Vj37t07ODj4+PHj5GeGdp2Q9OC///7706dPd+rUielxMzMzSXeT2vsntm3bpmBOghYtWiQmJpIfb/LlkgRfv35N3kJSUhIPCxSWlpZ6eHjk5+ert1mhPgLNSQAAuIYCAGQzMTEJCAjw8vJitNfWrVsXLlxYr149jrISxOPHjxVvsHPnTmUKgJSUFJnx6OhoTguA5OTkSrdxdHSkPi0pKQkJCSFVwZcvXxTveOnSJRcXl5s3b9apU0elLEEznDp1inT7lNly2LBhpIdHOt/379+nxj9+/Dh48GDS/6b9UClWUVHh6elJ+u7U4JQpUyqdkczS0vLo0aPt2rV78+aNJPj06dOJEyeeOHFC+QTYCQoKol5/UAuhPgLNSQAAeIACAOT66aefQkNDnz9/rvwuRUVFq1ev3rRpE3dZ8W/q1KndunW7cuXK5cuXyb/S/yGkQrh27VqXLl0UtzN58uQ2bdosXbo0ISGBGue66zx79mzxH+Pr16+Tf8mf6tLSUto21L/Tf//9t4eHB/UOP8UyMzMnTJhw5swZtWUMAqlevbqSPT+xunXrkk62s7Mz7RrRhw8fyI8Q+WGjnT9WYMOGDeTLRY3Y2tqGh4crsy/5BpEtx48fTw2SXuz27duZjmNkhFS/al//RMCPQEMSAAB+oAAAucQXAby9vRnttW3btoULFzZo0ICjrATxlYi4M9GpU6ebN2/SNoiNja20AKgimivj0KFD5E8sNch0wiUWmouMGzeOPB49evSRI0eorxoYGDRr1kz8ODEx0dXV9fPnz4zaP3v2LPlL7+Lioq6EQRDffPMN010aNWq0fPly6Stgt27d2rFjx7Rp05Rp5OPHjyEhIbSgr68vqQGUTGPs2LFhYWGPHj2iBgMDA93d3a2srJRshJFPnz6RLxTruT7lEeoj0JwEAIAfKABAEfFFgBcvXii/S3Fx8erVq7ds2cJdVsLy8fEh/y20YFxc3MaNGy0tLSvd/eHDh9SnLVq0mD17tvqyqxztYj1BqjXxrB2kMPD09JRMu25qajp06NBRo0a1b9++YcOGRUVFpPIJDg6mnakV+/XXX1EAaLt27dqx2ItUsEFBQdKjxdasWaNk54/03Ul/mhohRSnTk/czZ86kna3Iyspat27dihUrGLWjJPLWMjMz1d6sUB+B5iQAAPxAAQCKkC7g4sWLZ8yYwWivHTt2LFq0iHQZOcpKWG5ubvPmzcvOzqYG8/PzDx8+PHny5Ep3DwwMlDy2sLAge5mbm6s/SzkKCwufPHlCCzo4OJB/T5w44eHhIR4dZGhoOGnSJJIqdTpFUiT06dOnh8iff/5Ja+TSpUsc5w6cY9f5s7a2HjZs2KFDh2jx9PR0UitWOk9UQUHBtm3baMGOHTs2atSIURqjR48mNQBt1bCYmJiAgAC1z0q5a9cuyWU00rhkKlLVCfIRaFQCAMAPFABQCdIRXLVqFaNzXeKLAFFRUdxlJSDy95509KVHJ8fGxlZaAAQHB0s6ygYGBrt372ZxwV0Vjx49kh604Ojo+Mcff5D+k7j337Jly507d3bu3FlmC8bGxsuWLZOeVkiVVZBAQ7Rt25bdjuSnRbrzRyQkJFTa+Ttw4ADt9D8xePBgpjnY2tr26tXr7Nmz1OD79+9J+xMnTmTamgJpaWl+fn6Sp6QYIJWzuhoX5CPQqAQAgB8oAKAS4osAPj4+jPYSXwRgeg5PW0yfPn3dunW0nnRSUlJKSkqrVq3k7bVnz57ly5dLnm7atGnkyJHcJSmT9PifKqI+vaurq/gsJnlA8lS8lqrM2oA2eyNoHVLZKvjpVax9+/Yy49evX69034MHD0oHZU6YW6k+ffrQCgBx+2osAGjzfo4bN87d3V1dBYBQH4HmJAAAvEEBAJWbPHnyqlWrGJ3iLSkpIbvExMRwl5WAmjRpMmjQoJMnT9LisbGxpDCQuUtcXBz1+gDZjGlNpRYPHjyQDpJqraysjDyYN2+eMrOayCwP+BzIBFxo3bq1kZERu33llfppaWmKd8zKyrp8+TItaGBg0KFDBxZpdO/eXTqYmJj4/v17da0JsGzZMskcAPb29uq9zinIR6BRCQAAb1AAQOXEFwF8fX0Z7bVz506yF3UQuS4h3XfpAmDv3r1r1qwxNqZ/rQ4cODBhwgRxJ5t0bjZu3Mj0P1NdZF4BECfm7++v5KyLb9++lQ6SokjF3EAoqk9lY21tLTNOet6Kd0xISBD/+FE1bdq0WrVqLNJo06aNoaEh7e2Q9s+dOzdmzBgWDdJcuXJFsmQH6Sjv379fmfv+lSHgR6AhCQAAz1AAgFLEFwFevXql/C4lJSWhoaFbt27lLisB9e/f39HRkXZDbVZWVnx8vKurKzW4Y8cOb29v8d9X0mnYvn279CRCvJF5BYDw8PBQsvdfRbTKknSwefPm7NMCLSdvqs1KF5K7ePGidJD1KBQLCwvyrUxNTaXFExMTVS8APn/+PHbsWElHOSgoSKOmvWL9EehMAgDACAoAUIqZmdmiRYuot74pY9euXQEBAbp6bnj69Onz5s2jBWNjY6kFwPr16yXbmJqa7t+/f8SIEfyl+N/evn1LShTpePv27Unayrfzzz//SAdZd9pAB8jr5FU6B7/MKWVV+Y3h4OAgXQBIjzJiwcvLSzIhcpcuXajTeWkC1h+BziQAAIygAABlTZ06dfXq1a9fv1Z+l9LS0pUrV27fvp27rAQ0ceJE0gmg/dlLSEh4+fKleB204OBgyV2/VatWPXbs2A8//MB7mv9H5vgfkhgpSxjNk5iSkiIddHZ2Zp8ZaDnaKrAStDXvaPLz86Unpa0ifzS5MiRL2lGRoxQUFCi+tV2x3bt3x8XFiR9bW1uTr4ymLXDL7iPQpQQAgBEUAKAs8UWAWbNmMdqL/OEMCAiwt7fnKCsB2draenh40M6dl5eX//LLL0uWLJk/f35ERIQ4aGNjc/Lkye+//16INP+PzAKAlDEtWrRg1E5ycrJ0EAWAPpPX+atRo4aCvR48eFBRUSEdr1OnDutMZK5BTr6V5FidOnVi1+bTp0+pFz+jo6M18Komu49AlxIAAEZQAAAD4osAb968UX6X0tLS0NDQHTt2cJeVgHx8fKQHz+zcufPFixeStY3s7OwSEhJYz66tRjJvAGCRmHQ7RkZGLVu2ZJcV6ADaungSTk5OCvaSeSmJqFmzJutM6tatK+9Y7AqAsrIyT0/P3Nxc8VPyWI2z/qsRu49AlxIAAEZQAAAD5ubmCxcunDNnDqO9ZF7l1w2k99y5c2fasrjPnj2T9P4bNmx47tw5Dekcy7wC0KZNG0aN5OTkSEZCSzg4OKh9sVXQIo8fP5YZV3ybbHp6usy4KgWAvKsH8o5VqRUrVkhmsm/atGl0dDS7drjG7iPQpQQAgBEUAMDMtGnT1qxZI3MiSHmUmVpee/n4+NAKAAnSLT5//ryGjBYoKyuTPuFqaGjYunVrRu3IrCK+/vpr9pmB9pPX+ZO3nrRYRkaGzLgqt43a2toyOpZif/zxx+rVq8WPjYyM9u3bp7G3tLL7CHQpAQBgBAUAMGNhYbFw4cK5c+cquf3YsWPZremjLUaNGkX+N969e0eLk471uXPnVBnNrF6pqanitX6pSIlCPlBG7cgcR4QCQM89fPhQOti0aVPFA8zkTSssb0Z5Zci75ZTRFMZiOTk55NeXZJmCwMDALl26sE6Ma+w+Al1KAAAYQQEAjHl5ea1Zs0a6yyuNdC4l5890lYmJyZQpU1atWkWLd+7cWXN6/1XUNP5HXjsoAPRZaWnppUuXpOOVrnfx4cMHmXFVpuuRtzKXvGMpMH36dMl1A/J1DgoKYp0V11h/BDqTAAAwhQIAGCPd+gULFvj7+1e65fz582VOyqFjZI4K2L9/f3h4uI2NDf/5yMRpAcB0HBHokitXrkjukZUwMjKaMGGC4h0/fvwoM67K/STm5uaMjiXPvn37Dh48KH6smfN+UrH+CHQmAQBgCgUAsOHt7U16t4ovAtSrV4/UCbylJJSwsLDFixdLxwsKCnbu3Mn0hmnuqGvojvSFfvHyqyzTAu0XHx8vHRw/fnyld798/vxZZlxeJ14Z8oa0yTuWTOnp6T4+PpKnUVFRTZs2ZZ0SD1h/BDqTAAAwhQIA2Khatep8EQXbrFq1SpVL+VohICBgzZo18l6Njo7WnAJALVcASMdI+jyfk5OTgYEB+8xAm5FCd/fu3bSgmZnZihUrKt1X+qYUMSMjI9b5mJiYMDqWtPLycuq8n2PGjCFPWefDA1U+At1IAABYQAEALLm7uysoAL799tvx48fzmQ//fHx8YmJixI/r1atnZWWVmppK3SAtLe23334bOHCgENn9l5ycnOfPn9OClpaWMpdNVQA3AADNrl27Pn36RAvOnj27YcOGle5bUlIiM65KASBvX3nHkhYcHCyZ16tJkyaS77jGUuUj0I0EAIAFFADAkuK7eyMjI3X4rHBZWdnEiRP37dsnflq/fv3ExMQLFy7MmDGDtuXmzZs1oQCQOf6HxcB9dbUDuqGoqEiy3LUE+XlQ8tSvvE65Kr86VCwASNc/NDRU0hT5jqsyJREPVPwIdCABAGAHBQCwcffu3Z9//lneq66urt27d+czHz4VFxe7u7v/5z//ET9t2LAh6f07ODjUrVt3/vz5+fn51I0TEhLS0tLIqwIkSoEpgIALYWFhtAW2TE1NSaeZ/KvM7oaGhpJJNtWloqJC3rEq3Tc3N9fT01OSUkBAwPfff6/O5Dig4kegAwkAADvKFgCCn82V92sd+Ec+C19f3/LycpmvmpiYhIeH85wSbwoKCv71r3+dP39e/LRx48ak929vb19FNBcQKQxiY2Op25P/q6ioqMjISAFypUABAGqXkZFBOn+04IYNG5T/uSK/K2QWAOR3C+spd+RVFPLuDaCaMWOGpC/r4uKydOlSdjnwRvWPQNsTAADWlCoABO/9i3NADaAh9u3bd+3aNXmv+vn5MR1Zri0+f/48aNAg6vhg0vunTg8ybdo0WgFA/PLLLytXrhT2fmiZQ3eY/pEuKip68uQJLVizZs26deuyzwy0U2lpqYeHx5cvX6hB8t339vZWvhHSKS8sLJSOk0682guASk9IHzhwYP/+/eLHpJgnj1W5FYEHavkItDoBAFCFNg0BQg2gCXJychRM7km6g4GBgXzmw5usrKwffvjh3r174qf29vak99+4cWPqNh06dPjmm28k24h9+vRp7969Xl5e/OUqReYinUwLgEePHkn3rnADgH5auHChpBIWI7Ux0ytdFhYW0pNKVRGNslPmhL1MMiuKKvKnBxXLyMigzvu5ZcsW8WU9TaaWj0CrEwAAVWhTAYDevyZYsWLF27dv5b0aHBysOUtfqVFmZmbfvn0lk/w4ODiQ3r/MOS6mTZtG7UmIRUVFqV4AvHjxYurUqeQvbpcuXbZv3678DBvp6emkbKMFSenC9O5GNY7/Yf1eQBPExcWtX7+eGunZs+eRI0eYnra3tbWVuZZIUVFRtWrV2OVGOyFNPZa8XcrLy8eOHStZKMDNzW3cuHHsjs4bdX0E2psAAKhIqQKA9LwFHwWE3r8mSE5O3rRpk7xXnZycSPeXz3z48eTJE9L7l0yjaW9vf/HiRXkrHJOexIIFC2i3Aj98+PDSpUs9evRQJY3JkyeL7z1ISEggvefffvtNyR3VMv5HXjvsCgDW7wUER374aTP8kiruxIkTLFbvql69usy4vLP4ypBXAMg7FhEaGvrHH3+IH5PCWMH0BhpCjR+BliYAAKpT9goA+t9AzJw5U8GsHRERERo+apYF0nfv16+f5KJH/fr1f//9d3m9/yqi0cNubm47d+6kxbds2aJiAZCUlCR5rOAeDGnqOnOvxisArN8LCIv8DPzrX/8qLi6WRDp37kzqN3Yn7GvWrCkznpeXxzI/+Sv+yjvW9evXQ0JCxI8NDQ337dun4dcw1fsRaGMCAKAW2jQECIQVFxeXmJgo79X+Inzmw4N79+717ds3Oztb/JR07s+cOVPp4vbTpk2TLgCOHz/+8uVLBZVDpTp16nThwgXxY/IXV/kd1TUFkBoXAWD9XkBAycnJP/zwA3U4WZ8+fcgPNusb3OUN/ZJ5Y4CSpFekEmvUqJF0kFQanp6epaWl4qeLFy/u2rUr60PzQO0fgdYlAADqggIAlJKfnz9v3jx5rxoaGkqvBaPtyJ86au+f2LNnjzL93Y4dO5LuNa3bTToZMTExK1euZJ0PKSomTZp0/fp1FxeX7du3K7+jWoYAvROhBUktZGlpyagdMdbvBYTy+PHj3r17U38Gfvzxx7i4OFWme6fdQy8h7yy+Mj58+KD8sXx8fJ4+fSp+TL62y5cvZ31cHnDxEWhXAgCgRigAQCmhoaEvX76U96qXl5eTkxOf+XDt9evXAwYMoPb+x48fP2zYMCV3nzZtmq+vLy24Y8eOpUuXsv5j2ahRo3PnzjHdq6io6J9//qEFzczMWrZsyagd9a4AwO69gFBSUlL69OlD7flNmDCB/DyrOOSPOoUu1fv371m3+ebNG5lx6Vl9Dh8+vHfvXvFjUsceOHBAk0cwcvQRaFECAKBeKACgcqQHqeAEv7W1tY6t+l5WVjZy5MjMzExqcO7cucq3IL4VuKCggBokfzvj4uLIS+rJUjky5+4k1RrTyTqwBJjeun37Nq0YXrx4cWhoqOotOzs7y4xTj8WUvDnKpI81ffp0yeO8vDxHR0fWB5VJ3ldM3hKKCnD3EWhLAgCgdigAoHKzZs0qKSmR92pQUFCtWrX4zIdrGzdupM1vTTDqH5CiyM3NbdeuXbT4li1beC4AOJ0CCIsA6LwrV64MGTJEMiifdGo3b95M7TqrghSixsbGkiH4Eq9evWLdZkZGhnTQxMRE+pKXvLsFNA2nH4FWJAAAXEABAJWIj48/c+aMvFebNWs2c+ZMPvPhAemmSwfDwsICAwOVX59o2rRp0gXAjRs3GjRo8O3/+u6771S5LVgZ6roDWGY73t7eMTEx7UTatm3r7OzMev0m0ECnTp0aPXq0ZGLNqlWrHjhw4Mcff1RX++SnhfzM0BbOqyJaJoJ1m8+ePZMOkkqVVBqs2xQQ1x+B5icAABzRyt+JwJvCwsLZs2cr2CA8PFz37gCTeR9hSEhISkpKXFycko106tRJ+lbgKqK7C06JVBFNnn316lUVs1VMLQVAeXl5cnKydDw3N/eqiPjp8OHDjx49yiJJ0EC7d++eOnWq5PR8nTp1Tpw4QUpW9R6le/fu0gWA5MZcFiSr9VF169aNdYMC4ucj0OQEAIA7KABAkbCwsPT0dHmvkj+rrq6uPKbDk/79+//666/S8a+++opROzJvBaZq1aqV4hZOnz49ZMgQWtDDw2Pfvn1K5qCWIUCkU1VUVFTpZopHBKn+XoA35Iu/ePFiyVPyg0o+vkonwGWhR48emzdvpgVJpc2utXfv3sm8B0DFJTgEwdtHoLEJAACnUACAXKTrv2bNGgUb0JaC1xmHRVRvZ4aIKi04OzsHBwf/8ccfSUlJkrkRGXXf5U2KwgipfFjcuUij+nsBfsydO3fDhg2Spz179vz3v//N0fJYffv2NTU1pa4qVUV0E/CrV6/q16/PtLVbt25JB0n75CjsUxQCnx+BZiYAAFxDAQByzZkzR8F53wkTJnz77bd85qOHmjRpEhgYSB4cOHBAcvewlnaadem96KqSkhLyvT506JAk4unpuXPnTu5u7bC2tia989OnT9PipEpkcXXx0qVL0sF+/fpZWVlJx1WvaSVkTvjDrn3+PwJNSwAA+IECAGRLSEg4fvy4vFerVq2KOeD4RB3Kr+2Tb+rSe9EleXl5w4cPl6zQXIWvqR49PDykC4DLly+zKABkLi4xZswYlpnxTqiPQHMSAADeoAAAGYqLi/38/BRssGDBAhYX6IE1yVD+6tWrcz1xENd06b3ojKysrAEDBty5c0f81MjIKDo6eurUqTwceuTIkXPnzqWtM33q1CnqEBRlpKen3717lxasU6fOqFGjVEuQJwJ+BBqSAADwCQUAyLB+/Xrp5WMlSKfN39+fz3xActZcB06Z69J70Q3Pnz/v16+f5Ctvbm5+6NAh3qZ6NDU1nTFjxvLly6nBtLS027dvt2/fXvl2du/eLR2cPn26VoxdEfYj0IQEAIBnKACA7uXLlyEhIQo2WL16ddWqVXnLBz59+kQ+FPFjbR80r0vvRTekpKT88MMPkg+levXqJ06c6NKlC585zJkzJyoqKisrixrctm3b1q1blWyhqKhIeuPatWszWsBbKIJ/BIInAAD8QwEAdP7+/gUFBfJe/e677zw9PfnMB3Rp0LwuvRcdcPPmzYEDB0oWvmjYsGFCQkKls9OqnZWVVXBwMG1x2d27dwcEBCg57+TGjRulJ7xauXKlpaWl2rLkhuAfgeAJAIAgUADAf7l48aLiGTAjIyMNDAx4yweq/Pdc/tp+1lyX3osO6NOnT15enuRpZmams7Oz2o+izHw4Xl5eR48ePX/+vCRSXFzs4+Nz8uTJSvdNTU2Vvmg5aNCgKVOmME2Vf4J/BIInAACCQAEA/6e0tFTxwlUjR47s2rUrb/mAmOSsOSm9FC+2pfl06b3oAGrPT3C7d+92cXF58eKFJHL69OnQ0NAlS5Yo2CsrK2v48OH5+fnUoIODw65du7hKVK0E/wgETwAABIECAP7Pli1bkpOT5b1qamoaFhbGZz4qGj169OvXr8kDNzc3xYWNhpOcNbe3t69WrZqwyahIl94LqFe9evXOnDnTvXv37OxsSTAoKIj0UFeuXGlkZCS9C6knybf777//pgbr169/9uxZOzs7zjMGANBaKADgf7x9+3bZsmUKNpg9ezbptPGWj4oSExOPHDkifjxnzhxhk1HRw4cPxQ90YNC8Lr0XULtWrVpdu3Zt0KBBaWlpkmBYWBj5Ls+YMaNv377kV5C5ufn79+9v3rx5+PDhuLi40tJSagvt2rWLj4/H9LIA+iYnJ4dU/hcvXnz06BH5BUKe5ufnW1hY2NjYNGvWzNnZuVevXv3797e2thY6U7n++uuvc+fO3bp1KyUl5c2bN7m5uSRI3gL5pVe9evV6Io0bN27RokXLli2dnJxsbW1VORwKAPgfCxcuFP+0yWRnZxcQEMBnPirauHGj+IGBgUHPnj0FzUUlz549k1yj1/ZB87r0XoAjzZs3J537efPmUcfwkD/nJKJ4RxMTE39//6VLl5qZmXGcI4BgZC47rTqObtK4f/++r6/v1atXuTsEce/evYiIiMOHD5eUlNBeyhN5+fLllStXfv75Z1NTU3d3d/KLQqMGoGZlZcXExJDfeBkZGdKvkjdFipl3797RLnUSjo6OHTp02L9/P7vjogCA/+/atWt79uxRsEFwcLAm1800pLtw4sQJ8eO2bdvWqFFD2HxUoUvT5ujSewHu2NraxsbGenl5rVmzJj4+vtJ+Q9WqVcePH08qBAcHB34yBADFPn/+HBQURPq1ZWVl3B2F9IwXLVq0devWiooKZbYvLi4mXR3SY/bz8wsJCRF8QvPCwsJVq1atX7+edheTkp6IoAAA9sjfV8VD5J2dnbViPg2JgIAAya+D3r17C5uMinRp2hxdei+6QZPnZunYseOxY8eysrJOnjx59epV8sPz/Pnz3Nxc8ifc0tKSFAnNmzdv3bo1+YL37dvX3NxcwFRV+W8U/CMQPAHQPbt27SL9ctrKHmqXmpo6dOhQ2qKlTk5O3t7ePXv2bNKkCfm1kJ2dffv27aNHjx48eLCoqEi8DalJSJ/7woUL8fHxjRs35jRJBe7cuePp6fn48WNq0MzMbMSIEcOHD2/fvn2dOnUMDQ3Jf+PTp09v3bp15cqVc+fOKZilnSkUAFCFVM93795VsEFkZKTMO/A00+XLl3/99VfJ0z59+giYjOokZ80tLCwcHR2FTUZFuvRegB92dnYTRYROBAAqR3rbvr6+169f5/pADx8+JL18yfoVVUSDo0JDQxcsWECdqbxu3bqDRUhBQnrbJD3JS+TvUefOna9evSrIzY3Hjx/38PD48uULNUj6/Rs2bGjUqBE12FCke/fuc+fOLSwsPHbs2Nq1a+/du6d6DigA9B2pjwMDAxVsMGjQoH79+vGWj4qKi4v9/PwkT42Njbt16yZgPqqTnDV3cnLiaPQnb3TpvQAAgATpiwcEBOzYsYOHa0qZmZn9+/en9v6riNYOnzRpkrxdWrRokZiYOGDAgGvXrkmCr1+/Jt2bpKSkWrVqcZiulIMHD44bN472HxUWFjZ//nzFO5qbm5OygdQJtra20jc8MIUCQN+Rb+zHjx/lvWpkZLRu3To+81HR1KlTqQPNO3XqpNVzTZJy/8mTJ+LH2j5oXpfeCwAAiFVUVJDO95IlS2g9cu4O5+npKZ7jW2LKlCkKev9ilpaWR48ebdeuHXXV8KdPn06cOFFy0yAPzp8//9NPP9F6/6tWraq09y9hYWHRvn17UreomAkKAL1269YtUq8r2MDb2/urr77iLR8VhYSE7N27lxrR9vE/ycnJkjuotH3QvC69FwAAwWnC/RvXr1/39fWlDq3h2oYNG65cuUKN2NrahoeHK7NvnTp1yJbjx4+nBk+dOrV9+/apU6eqM0s5MjMzR48eTTt57+rqumjRIkbtdOvWDQUAsEfKaPK9VXDvvI2NzfLly3nMiL2CgoJZs2bFxsbS4tpeAOjStDm69F4AAPRcVlYW6bb+8ssvtF6EoaEhd5XJx48fQ0JCaEHSk1F+RvyxY8eGhYU9evSIGgwMDHR3d7eyslJLkvKQ/yhy9E+fPlGD1atXj46OZtoUKQDWrl2rYj4oAPQX+d7euHFDwQZLly6tWbMmb/mwdv78eT8/P9qt9FVEl8k6deokSErqokvT5ujSewEA0Fukf0/6rEFBQZ8/f6bGv/76a9LB9fDwoN3Gqkak707rQBsYGDA9eT9z5kxvb29qhBQz69atW7FiheoZKhAbG3v58mVacOHChbVr12ba1Pfff0/euJKTn8qDAkBPke+t4ktOjo6OiucGFVxGRkZ8fDz5NSS9OoYYKZFNTU15zkq9qGfNSae5rQh5X4MGDRIwK3Z06b0AAOgn8gfXzc2N+vucdPfHjBlDuv5cr65VUFCwbds2WrBjx45M643Ro0eTGoA2DicmJiYgIIC7ZQRzc3NJyUQL2trasutoVa9e3dnZ+eHDh6qkhAJAT5EfRMVz9K5du9bExIS3fKSRL2dxcbH438LCwnfv3r158+b169cvX768e/duUlISiShuQdvH/1T577Pmb9++TRAhb18bO8269F4AAPQT+eMr7v3b2NiMGDGC9Pt79uzJz6EPHDhAO/1PDB48mGk7pNvdq1evs2fPUoPv378n7XM343BUVBT5w0cLjh8/nvViZNQajB0UAPqI/NxUOuZs+PDh/CTDHW1fAoygTlag7XTpvQAA6CczM7Nhw4aRfv+QIUO4O18u08GDB6WDXbt2ZdFUnz59aAWAuH2OCoCSkpJNmzZJxydMmMDF4ZSEAkAf+fr6asLsAZwiJX67du2EzgIAAEB3uIvwf9ysrCzpAfQGBgYdOnRg0Vr37t2lg4mJie/fv+diTYDDhw9LnwJr2rSpsL0UFAB658CBA1evXhU6C8716tULS00BAADogISEBMlE0hKkD81uqZ82bdpIz1ZE2j937tyYMWPYZykHbYJysYEDB6r9QIygANAvubm5yi82odV0YPwPAAAAEBcvXpQOtmrVil1rFhYWjo6OqamptHhiYqLaC4C3b9/+/vvv0nHe7p2QBwWAfgkJCaGtn6erdOAOYAAAACBoi3+JNWnShHWDDg4O0gWA9Cgj1Z04cUL62gXRpUsXtR+LERQAeuTx48cbNmwQOgs+1KtXT4sWMAYAAAB58vPznzx5Ih1XZcGBZs2aSQfJUQoKCljPzCPThQsXpIO1atVq0KCBGo/CgqoFAKnJevTooWCD8PBwf3//Stu5du2azFu558+fHxYWxj4/oJg5c2ZpaanQWfAB438AAAB0w4MHD2QuelWnTh3Wbcrsf5eXl5NjqXcJ0cTEROng119/rcZDsKNqASC9/CrNzp07lSkAUlJSZMajo6NRAKjF0aNHZZahOgnjfwAAAHSDvC5izZo1WbdZt25decdSYwGQnp4uc80iBwcHdR2CNVULgKlTp3br1u3KlSuXL18m/z5//py2AakQrl27VulQp8mTJ7dp02bp0qUJCQnUuCrlHUgUFBTMnTtX6Cz4gysAAAAAuoF0o2XGVSkA5HUv5R2LnUePHsmM29vbq/Eo7KjhHoCvREglQB6TsunmzZu0DWJjY5W516FDhw6HDh2qXr06NThlyhTVM4TVq1e/ePFC6Cx4Qgrrxo0bC50FAAAAqEFGRobMuJWVFes2bW1tGR2LHXkFQMOGDdV4FHbUfBOwj4/PTz/9RAvGxcVt3LjR0tKy0t0fPnxIfdqiRYvZs2erLzs9lZaWtnbtWqGz4A/G/wAAAOiMV69eyYxbW1uzbpN2urnSY7Ej895lonbt2mo8CjtqLgDc3NzmzZuXnZ1NDebn5x8+fHjy5MmV7h4YGCh5bGFhQfYyNzdXb4bifFSpGtXozp0733zzDddHIUVUcXEx10fRHCgAgB19+80AoHvwLdZJHz58kBlXZboeeWel5R2LHXkTr0sXAIWFhX/99VdSUtL169efPXtGOtIkk4KCgho1atSqVatevXrff/896d506tTJxMRELbmpuQAwMzMjHf3w8HBaPDY2ttICIDg4+NKlS+LHBgYGu3fvxpdHdadEhM6CV4IvrgEAAADq8vHjR5lx0udk3aa888vyjsXOmzdvZMYl1y6+fPly8uTJQ4cO/fbbb6QGkN7yrcijR4/Onz+/YsWK6tWrT506deHChfKuYChP/esATJ8+fd26dbQFlklNk5KSomDNtj179ixfvlzydNOmTSNHjlR7bvqmqKho1qxZQmfBqzZt2tjZ2QmdBQAAALdIv/DOnTukc5Wampqenv769evs7OycnBzSpywrKzM2Nib9YysrK/I3sX79+s2bN3d2du7UqdPXX39taGgodO7MfP78WWZclUEiFhYWjI7FjswpgKqIrj88f/48IiJi165deXl5yjdI6pPw8PAdO3b8/PPPKvaT1V8ANGnSZNCgQaSgocVjY2NJYSBzl7i4OOr1AbKZj4+P2hPTQ+TLL2/8GQAAAGivevXqKXi1RIR0LklhcP/+/TNnzojjtWrVGjx48MSJE7t3785LmmpQVFQkM25kZMS6TXkDaeQdi52CggKZ8ZkzZ/7nP/9hvTTThw8fRo8eHRwcTB05zxQnKwGT7rt0AbB37941a9aQkpQWP3DgwIQJE8TrJBsYGGzcuNHX15eLrAAAAAD02fv373eLtGvXLiwsrG/fvkJnVDlSyciMq1IAyNtX3rHYkVdOHDlyRPLY0dGxS5curVu3dhSpWbOmlZWVubk5+aSeP39+4sQJ0n+WnmSfWLp0qbW1tZ+fH7vcOCkA+vfvT94D7dxzVlZWfHy8q6srNbhjxw5vb2/xeCHyYWzfvl16EiG1q1atGm2EEgAAfjMAaDu9+hY3bNiQdBy//fZbZ2fnpk2b1qtXz8LCgnQcSRf2y5cvpNOVmZmZnJx87dq1c+fOkae03e/cufPDDz9MnDhx8+bNqtxNywN5nXIDAwPWbfJTAMgc1k/UqFFj4MCBP/74Y+/eveWtZlBXpGPHjosXL543b97WrVultyFx8jPw3XffsciNkwKgiuhOAJIWLRgbG0stANavXy/ZxtTUdP/+/SNGjOAoHwAAAACtpkx5YypiY2Pj6OjYs2fPGTNmlJaWHj9+fMWKFbTJ1oldu3aR4OnTp1VZVItrhoaG4nEialRRUSHvWGo8iry03759q/zlC1KexcTEkI9++/bt0u17eXndvn2bRW5cFQCkpgwMDCQ1KDWYkJDw8uXLBg0aVBHN+SO565e8t2PHjpFKlKNkAAAAAPSTsbHxiBEjhg0bFhAQIH035s2bN4cOHZqYmKjKpDqcMjExkdmTJn1i1v11eV1zdU2yKWlN5jzsLK5dREVFXbhw4enTp7T4nTt34uPjf/zxR6YNclUA2Nraenh4xMbGUoPko/rll1+WLFkyf/78iIgIcZAUqSdPnvz+++85ygQAAABAz5EyIDw8nPy7Zs0a2ktJSUmLFy+OjIwUJLFKkW60zLE0pBOv9gLA1NSUXYPyWpNZALDInHxwpH6bMmWK9EsxMTEaVABUEd0KTCsAiJ07d7548WLbtm3ip3Z2dgkJCW3btuUuDQAAAACoIhp/cfbs2b/++osW37Rp0+TJk52dnQXJSjELC4vc3FzpOOlbsz5hL290vrzpQdmRV06wy3zMmDGkay19Y/G5c+c+fPhQo0YNRq1xWACQbn3nzp3//PNPavDZs2eS3n/Dhg1J0i1btuQuBwAAAAAQMzY2joyMlF4xs7y8fNWqVfv37xciqUrY2trKnFCfdIWrVavGrk3aGHXqsdg1KK81mUsL5+fns8icFCfdunU7f/48LU4+uwsXLowaNYpRaxwWAFVEFwFoBYCEg4MDeQ9NmjThNAH9ocq98ADaS96NXCCG3wyg+fAt5ln37t0bNWr04sULWvzYsWM5OTmSRWo1h7xVb+WdxVeGvAJA9RV2qWrWrCk9ar+K/PUBKkU+O+kCgLhx44ZmFQAkm7lz50rXba1btz537lydOnU4Pbr+wN940Fvkhx+9B3nwmwG0Ar7F/Bs+fPimTZtowaKiotOnT7u7uwuSkgLyZihitIYujbwVf9U7G1KtWrUYHb1Sjo6OMuMPHjxg2hS3BYCJicmUKVNWrVpFi3fu3Bm9fwBQC/QeALQdvsU8a926tcz41atXNbAAaNiwocy4zBsDlPTp0yeZ8UaNGrFuU1r9+vVlxmWOC1KGg4ODzLj09ZxKcVsAEFZWVtLB/fv3h4eH29jYcH10ANB56DcAaDt8i3nWqlUrmXHphQI0QePGjWXGWZ9HryK/Cy7vWOw0a9aM0dErVa9ePZnxt2/fMm2K2wIgLCxs8eLF0vGCgoKdO3fOmTOH06PrD/KrE9f6QT+h36AAfjOAVsC3mH/yznOnp6fzm4hSmjZtKjP+/v171m2+efNGZtze3p51m9LknbB/9eoVuwblrdnM4qYCDguAgIAA6blmJaKjo1EAqBF+gQKANPxmAABp8qag+fjxI8+ZKEPe5KTZ2dms25R3yly9E6HKay0zM5Ndg/IKAJmrDSjGVQHg4+MTExMjflyvXj0rK6vU1FTqBmlpab/99tvAgQM5SkCB/Px8mQOT+Hfnzp1vvvlG6CwA4P/DbwYAbYdvsZIsLS1lxlnPTsMpJycnY2Pj0tJSWpz1eXQiIyNDOmhiYqLeuelbtWpFai3yY6nM0ZUhb7VmFuuXqb8AKCsrmzhx4r59+8RP69evn5iYeOHChRkzZtC23Lx5syAFAAAAAIDeIv1pRnFhkX65s7PzvXv3aHEWd75KPHv2TDrYunVr9f4PGBoatmvX7urVq7T433//za5BeTOfyrsyoICaP+ni4mJ3d/f//Oc/4qcNGzYkvX8HB4e6devOnz+fVgMlJCSkpaXJGyAFAAAAAGonbwJNeVcGBNe9e3fpAkDmFPtKog1LEevWrRvrBuXp1auXdAHwzz//lJeXk/KAaWvyCgAWU2uqswAoKCj417/+JVmhoHHjxqT3L76dwsrKihQGsbGx1O0rKiqioqIiIyPVmAMAAAAAKCCvAJA3baXgevTosXnzZlowJSWFXWvv3r2TeQ8AOQq7BhXo379/SEgILUg6zCR5FvcbyFu/rEGDBkybUlsB8Pnz50GDBknW/W3SpAnp/VNv3J42bRqtACB++eWXlStXsrhyAQAAAKAnTE1NS0tLST9PlXEvEllZWTLjGjsoo2/fvuR/gHara3Z29qtXr1gULbdu3ZIOkvbJUdinKIeLi0utWrWkJyy6fv06iwJAemldMXnzuiqgngKA/CT98MMPkqsz9vb2pPdPm0u1Q4cO33zzDe0KzqdPn/bu3evl5aWWNJRUrVq18vJyPo8IAJoPvxkAtJ0Of4stLCxyc3NfirA43Usjbwx6x44dVWyZI9bW1qR3fvr0aVo8KSnJ1dWVaWuXLl2SDvbr14+LO8gNDQ3d3d23bNlCi58/f37SpElMW3v+/LnMeLt27Zg2pYYCIDMzk3wqktFUpHwkvX+Zy7ZNmzbNx8eHFoyKiuK5AAAAAADQIlWrVhUvfPvnn3+OHDlSxdYeP34sM96rVy8VW+aOh4eHdAFw+fJlFgXAuXPnpINjxoxhmVllfvrpJ+kCgORQVlZmZGTEqCl5139YfHCqFgBPnjwhvX9JRWJvb3/x4kV5tenYsWMXLFhAuxX44cOHpBTjYtwV8MzFxeXGjRtCZ8E58qXt06eP0FkAAIAekQyWTkpKUr0AkNkDJp23Tp06qdgyd8i7njt3Lm0MzKlTpzZs2MConfT09Lt379KCderUGTVqlGoJyvXtt9927dqVditwdnY2+RQGDBjAqKmbN29KB1u1atWkSROmWalUAJC+e79+/SQ3UtSvX//3339XcGXKysrKzc1t586dtDgpjFAA6IBly5YNHjxY6Cw4p8ra4wAAACxICgDJzZasvX79WmYjGj4cw9TUdMaMGcuXL6cG09LSbt++3b59e+Xb2b17t3Rw+vTpJiYm8nYpLi7euHHjwYMHU1NTDQwMnJycPD09vb29lZ99f/HixdIdpNjYWKYFwOXLl6WD48ePZ9SIGPsC4N69e3379pUsw0Y692fOnKm0BJk2bZp0AXD8+HG1jGkDYQ0cOPC7776TeW+NLvn06ZPQKQAAgH6RFAB//fVXSUmJgt5qpaKjo6XXCLexsZFer0nTzJkzJyoqinYH87Zt27Zu3apkC0VFRdIb165de+7cufJ2yc3N7d27NykzJJGbInv27Dl9+jTZV5njkg5Snz59Lly4QA3++9//ZjQbfkpKSnp6Oi1IfjAmT56sZAtULAuA5ORkau+fIP8RrVu3rnTHjh07tmnT5v79+9RgaWlpTEzMypUr2SUDmoOU5kOGDBE6C26hAAAAAJ5JCgDShb1z5w7ru3VTU1PXrl0rHSd9sBo1arDPjxdWVlbBwcHTp0+nBnfv3h0QEKDkGJiNGze+efOGFiTvXcECCCEhIdTevwSpxNzc3BITE5U5bhXRaJdvvvmGOpFReXn5woULjxw5omQLMgc7+fr61qpVS8kWqNgUAK9fvx4wYAC19z9+/Phhw4Ypufu0adNIurTgjh07li5dymIpY9AogwYNat++vcyvis7AECAAAOAZdcL0P//8k10BkJ+fP27cONpkmsTQoUOl52jRTF5eXkePHpUsOVVFND6HJH/y5MlK9yXFj/SU/KTfMmXKFAV7KeigX7p0KT4+/scff6z00ETLli0jIyNpHeBjx46R9pW5qePJkyd79+6lBRs3bkw6z8ocXRrjAqCsrIwkmpmZSQ0quHQiTXwrcEFBATX47t27uLg48hLTfEDTLFu2TMkvg4Sdnd2zZ894WA6CVNtFRUWF/ys3NzcjIyNdhPxeIN9keWujUOEKAAAA8Iz6J5L0GidMmGBra8uohVevXrm6ukrfRUpqiX379qmeIW92797t4uJCnQ/n9OnToaGhS5YsUbBXVlbW8OHDafPQODg47Nq1S/HhXr58qeBV8l+nfJ9nxowZt27d+uWXX6jByZMnN2nSpEOHDgp2/PLly4gRI2jLAJuamh4+fJh134lxAbBx40bpe0ccHR2Vb8Ha2trNzU36f3zLli0oAHTAkCFD2rVrd+fOHeV3IV/L6Ohof39/7rISMzQ0tBCRRNq0aSN5XFxcfOXKlZMnT+7cuVM825pMKAAAAIBn1L9c5E9V06ZNJ02a5Onpqcz9r3l5eTExMaSLnJOTQ3upX79+cXFxXMx/z5169eqdOXOme/fu1KEoQUFB5G2uXLlS5sSa9+/fJz1P2uoH9evXP3v2rJ2dneLD1axZU3rUkERSUhKj5Hfs2FFUVHTw4EFJhPQ3yKdA4vKuA6Smprq7uz948IAaNDY23rt3ryqzNjEuAKSnMiXCwsICAwOVvyVl2rRp0gXAjRs3GjRo8O3/+u6773BbsJZavny58kPCxMLDw6dPn16tWjWOUlIGKab7iCxevJj8KomNjZW5oAyGAAEAAM9oJ3pJV36DSLNmzXr16tWxY8e2bdvWqVOnVq1a5ubmhYWFpHP8/Pnze/fuXbp06fTp07Qz34SZmVlAQMCSJUsMDQ0ZZfLhw4d37969fftW3r8y9yI1Bkmvdu3adUTED6hPq1evrnwOrVq1unbt2qBBg9LS0iRB0hc9cuTIjBkz+vbta29vT/4f3r9/f/PmzcOHD5Mip7S0lNpCu3bt4uPjlelnjhgxIioqSt6r8tZUlof8b+/bt498aqtWrZLcik0+zdGjR5OSZvLkyV27diWVSUlJyevXr1NSUg4dOvSf//yHdu7fxsaGNKLivIuMCwDywUsHQ0JCSJbk/1fJRkjJIn0rcBXR3QWnRMjjLl260OZMBW0xdOhQphcByLeUfMEWLFjAXVbKI7+Jtm7d6unpOXDgwC9fvtBexRUAAADgmbyRHk9FYmNjlW/KyMjIzc1t+fLljIZviJE/0+vWrWO6VxXR7QfiVOVtQPJhNJy9efPmpHM/b9486gllUg+QiOIdTUxM/P39ybFICaTMgUJDQ0mxIa9Lw+LmVQMDA9Jt7tmzp6+vL/WixGWRSnfv379/dHQ0qXCYHpeGcQFADvzrr79Kx7/66itG7ci8FZiKlHfMMgNNQr5aw4cPZ7TL2rVrSeGu4E58npFa/Pjx40OGDKHdL4UCAAAAeEb6taSjdfHiRdJHfPXqFbtGSAuk6//TTz+xWDdKTHr+UHVh0bKtrS2pfLy8vNasWRMfHy/zoj0VKaLGjx9P/ieVn3mzimjgOikAVq1aRXoptDPxVUQDhJimLdanT58HDx7s3bt306ZN9+7dq3R7Y2PjH374Ye7cub1792Z3RHqDTHc4LKL6gWeIqN4OaKYff/zxm2++UeZnWiI7O3vLli2LFi3iLium+vbtGxMTQ5thFwUAAADwrEGDBtNEqojmTUlOTn706NE///zzRuTt27efP38m3dMiEUNDQzMzMysrq7p16zZs2LBVq1Zt2rTp0aMHeaxiGmtF1PGG1KZjx47Hjh3Lyso6efLk1atXSa/6+fPnubm5xcXFlpaWpEho3rx569atSb+Z/E03NzdncQjyn7lixYopU6aQ4oE2KVDjxo1ZZ0769BNFHj9+/Ntvv924cSMlJYVUdyT50tJSCwuLGjVqkFLt66+/7ty584ABA1gXG7KPrsa2ACQMDAyWLVvm6urKaK9169b5+Pho1N1IP/300+bNm6nLhuMeAAAAEFBtkZ49ewqdiAaxs7MTd6a5O0SjRo3i4uJog6BcXFxUb/krEdXbYQQFAHBl2LBhMu/0UODDhw9btmxZvHgxd1kxRSoZ8lXv27evJJKTk1NRUUHiAmYFAAAA/AsKCqIWAN26dRMwGVWgAACukC7y0qVLlVnegioiIsLX11ejLgL07t2buroZ6f2TGsDGxkbYrAAAAIBnJSUlksf169cfMGCAgMmoAgUAcGj48OFff/01bfJaxT58+LBp0ybFy3nwj5Qx1OWNP3/+jAIAAABA31y5ckXyeNq0aTKXHdAKKACAQ+KLAKNGjWK0V0RExMyZM62trTnKioURI0ZQByZ9+vRJlft+AAAAQBtJ7oFu2rRppVOOajIUAMAtV1dXZ2fnR48eKb8L6V5v3LgxKCiIu6yYcnR0pF7KwERAAAAA+mbJkiXXrl2rIjq/uX37dmFXL1URCgDglvgigJubG6O9IiMj/fz8NGqYTdeuXSUFACYCAgAA0B+FhYWzZs0inX7x082bN/fp00fYlFSEAgA4N3LkSCcnp+TkZOV3IT3sDRs2LFu2jLusmOrQoUNMTIz4Ma4AAAAA6IOysrJDhw4FBgZmZGRUEZ3WFK9bKnReqkIBAJwTXwRwd3dntBcpAEi1bWtry01SjJECQPIYBQAAAIBuS05OPnz48K5duzIzM8WRWrVq7dmzR3tn/qFCAQB8GDlyZKtWrVJSUpTfRXwRYPny5ZwlxQzJv1q1avn5+VVQAAAAAOi61q1bU58OGTIkJiamQYMGQuWjXigAgA+GhoZBQUEeHh6M9iIFwOzZszXkIgB5C48ePRJPAFy9enWh0wEArZGTk3P27NmLFy+S3yFpaWnkaX5+voWFhY2NTbNmzZydnXv16tW/f3+NmvoMACT69OkTEBBAvqdCJ6JOKACAJ6NHjw4ODn78+LHyu5A/k5GRkWQv7rJiBFN/Auiwjx8/tmnT5uXLl5JIeXm5im3eu3cvIiLi8OHD1MWDxPJEyOGuXLny888/m5qauru7+/v70046AoBQWrZs6erqOmHChBYtWgidi/qhAACeiC8CeHp6Mtpr48aNc+bMwRl3AODa1KlTqb1/FeXk5CxatGjr1q0VFRXKbF9cXLxnz579+/f7+fmFhIRUrVpVXZkAADuMxi1rHRQAwB83N7fg4OC///5b+V1yc3MjIiJWrlzJXVYAADt27Dh27Ji6WktNTR06dOg///xDDTo5OXl7e/fs2bNJkybm5ubZ2dm3b98+evTowYMHi4qKxNuUlZWtX7/+woUL8fHxuOQIANxBAQD8EV8EGDt2LKO9Nm3aNHfu3Bo1anCUFQDoOdJTnzNnjrpae/jwIenlf/jwQRIhv/pCQ0MXLFhgYGAgCdatW3ewyKJFizw9PUkxIHnp/v37nTt3vnr1qr29vbqyAgCgQgEAvHJ3dw8ODk5NTVV+l7y8vHXr1q1atYq7rABAb5WWlnp4eIgn+FJdZmZm//79qb1/Ytu2bZMmTZK3S4sWLRITEwcMGCBeYVTs9evX/fr1S0pKqlWrlloSAwCgQgEAvDI0NAwMDBw/fjyjvTZv3jxv3ryaNWtylBUA6K2goCDq2XdVVFRUeHp6kr47NThlyhQFvX8xS0vLo0ePtmvX7s2bN5Lg06dPJ06ceOLECbXkBgBAhQIA+DZmzJjg4OAnT54ov0t+fv66detWr17NXVYAoIcuXbq0du1adbW2YcOGK1euUCO2trbh4eHK7FunTh2yJe3kyKlTp7Zv3z516lR1ZQgAIIYCAPhmZGQUFBQ0YcIERntt2bJl3rx5uBoOAOry6dOncePGqT7Xp9jHjx9DQkJoQV9fX+VXMhk7dmxYWNijR4+owcDAQHd3dysrK7UkCQAghgIABODh4REcHJyWlqb8Lvn5+WvXriV/HbnLCgD0yrRp0zIzM9XVGvntRFsj3MDAgOnJ+5kzZ3p7e1MjWVlZ69atW7FiheoZAgBIoAAAARgZGQUGBk6cOJHRXlFRUf7+/nZ2dhxlBQD6Y9euXUeOHBE/NjMzk0zEyU5BQcG2bdtowY4dOzZq1IhRO6NHjyY1AG3VsJiYmICAAJKkKhkCAFChAABheHp6hoSEPH36VPldyJ/Y8PBwNQ7YBQD9lJaW5ufnJ3lKigEPDw9VGjxw4ADt9D8xePBgpu3Y2tr26tXr7Nmz1OD79+9J+0zPmAAAKIACAIRhbGwcGBhY6eQYNNHR0fPnz69duzZHWQGAzqPN+zlu3Dh3d3cVC4CDBw9KB7t27cqiqT59+tAKAHH7KAAAQI1QAIBgxo4dGxIS8uzZM+V3+fLlS1hYWEREBHdZAYBuW7Zs2c2bN8WP7e3to6KiVGwwKyvr8uXLtKCBgUGHDh1YtNa9e3fpYGJi4vv37zELAgCoCwoAEIyxsfGSJUumTJnCaK+YmJj58+fXrVuXo6wAQIdduXJFMpeAkZHR/v37LS0tVWwzISGhrKyMFmzatGm1atVYtNamTRtDQ0Pa3ESk/XPnzo0ZM4Z9lgAAFCgAQEjjx49fuXJlenq68rsUFhaGh4dHRkZylhQA6KbPnz+PHTtW0rcOCgpycXFRvdmLFy9KB1u1asWuNQsLC0dHR+nl0hMTE1EAAIC6oAAAIYkvAjCdKe/nn39esGABLgIAACNeXl4vXrwQP+7SpUtgYKBamqUt/iXWpEkT1g06ODhIFwDSo4wAAFhDAQACE18EyMjIUH6XwsLCNWvWbNiwgbOktENeXt6///3v33///caNG2/fvs3NzbWxsWnUqJGLi4u7u3u3bt2EThBAg+zevTsuLk782Nraev/+/YaGhqo3m5+fL3Ndc6YTgFI1a9ZMOkiOUlBQULVqVdbNAgBIoAAAgZmYmAQEBHh5eTHaa+vWrQsXLqxXrx5HWfHj7NmzAwYMULxNRETEnDlzaMGXL1+Ghobu27eP1ADU+HuRO3fuxMTE9OjRg3Rx6tevr+akAbTQ06dPqfN+RkdHq3KGnurBgwcVFRXS8Tp16rBus0GDBtLB8vJycqxOnTqxbhYAQAIFAAjvp59+It3Z58+fK79LUVHR6tWrN23axF1WPEhOTq50G0dHR+rTkpKSkJAQUhV8+fJF8Y6XLl1ycXG5efOmKh0RAB1QVlbm6emZm5srfkoeqzjpJ1VKSorMeM2aNVm3KW98IzkWCgAAUAsUACA88UUAb29vRntt27Zt4cKFMk+VaYvZs2cPHjw4KSnp+vXr5N/79++XlpbStqEWAH///TfpuNy5c0fJ9jMzMydMmHDmzBm1ZQyghVasWEG+YuLHTZs2jY6OVmPj8uYwUKUAkFe0M5ovAQBAARQAoBHEFwEk9+cpo7i4ePXq1Vu2bOEuKx40Fxk3bhx5PHr06CNHjlBfNTAwkIwGTkxMdHV1/fz5M6P2z549S0oLtUx1AqCN/vjjD/KLQvzYyMho3759VlZWamxf3v1LqhzF1taW0bEAAJhCAQAawdTUdPHixTNmzGC0144dOxYtWtSwYUOOsuLZ/fv3aZEGDRqYmZmRB6Qw8PT0LCkpEcfJf9fQoUNHjRrVvn178vaLiopu3rwZHBwsczaSX3/9FQUA6KecnJyxY8dKJukPDAzs0qWLeg/x6tUrmXFra2vWbVavXp3RsQAAmEIBAJpi0qRJq1atyszMVH4X8UUA1Rfy1ASFhYXSc4k4ODiQf0+cOOHh4SEeHWRoaEj+o0g/pnHjxpLNSJHQp0+fHiJ//vknrZFLly5xnDuAhpo+fbrkrHnnzp2DgoLUfogPHz7IjKsyXY+8tcnkHQsAgCkUAKApxBcBfHx8GO0lvgigyox7GuLRo0e0tT+riG4A+OOPP0aPHi3u/bds2XLnzp2kHyOzBWNj42XLlklPK/Ty5UsuEgbQcPv27Tt48KD4sRrn/aT5+PGjzLj42h075ubmjI4FAMAUCgDQIJMnT161ahWjDmtJSQnZJSYmhrus+CE9/qeKqE/v6upaVFREHpMHe/bsUXxaUWZtgLOGoIfS09OpZxOioqKaNm3KxYHk3ZYjrxOvDAsLC0bHAgBgCgUAaBDxRQBfX19Ge+3cuZPsRR0So40ePHggHdyxY4d4+PK8efPWrl1baSMyywNVOiIA2qi8vJw67+eYMWPIU46OJa7PpRkZGbFu08TEhNGxAACYQgEAmkV8EYDRvW4lJSWhoaFbt27lLiseyLwCIO79+/v7h4eHK9PI27dvpYPqWvAIQFsEBwdLboYhP/+cXiGU3JpPo0oBIG9feccCAGAKBQBoFjMzs0WLFlHX7FTGrl27AgICtLqnK/MKAOHh4aFk77+KaLlT6WDz5s3ZpwWgbUjXPzQ0VPxYPO+nKhPyVEpep9zAwIB1mygAAIBrKABA40ydOnX16tWvX79WfpfS0tKVK1du376du6w49fbt26ysLOl4+/btY2NjlW/nn3/+kQ62atWKfWYAWiU3N9fT01My72dAQMD333/P6RENDQ0lh1OXiooKecdS74EAQG+hAACNI74IMGvWLEZ77d69m/yxt7e35ygrTskc/1O1atX9+/czmkskJSVFOujs7Mw+MwCtMmPGDMlyuS4uLkuXLuX6iCYmJjILgPLyctb9dXkVhbx7AwAAmEIBAJpIfBHgzZs3yu9SWloaGhq6Y8cO7rLijswCYOLEiS1atGDUTnJysnQQBQDoiQMHDpCaWfzYysqKPFZlIL6SSKe8sLBQOk468WovAExNTdk1CABAgwIANJG5ufnChQvnzJnDaC/phbS0hcwbANq2bat6O6QD1LJlS3ZZAWiRjIwM6ryfW7Zs4ed6oIWFhWS6Iari4mLWJ+xlVhRV5E8PCgDAFAoA0FDTpk1bs2aNzGlt5FFmokzNJPMKQJs2bRg1kpOT8+LFC1rQwcFBlQWJALRCeXn52LFjJdPku7m5jRs3jp9D29ravnv3TjpeVFRUrVo1dm1++fJF3rHYNQgAQIMCADSUhYXFwoUL586dq+T25M9/hw4dOE2JI2VlZdJj9w0NDVu3bs2oHZlVxNdff80+MwAtERoa+scff4gfN27c+Oeff+bt0NWrV5cZl3cWXxnyCgB5xwIAYAoFAGguLy+vNWvWyDy7RkOqhdWrV/OQEhdSU1Ol1/dxcHBgerlf5jgiFACg865fvx4SEiJ+TCrnffv22djY8Hb0mjVryozn5eWxblPeir/yjgUAwBQKANBcpAe8YMECf3//SrecP39+gwYNeEiJC2oZ/yOvHRQAoNtIP9vT07O0tFT8dPHixV27duUzgYYNG8qMy7wxQEmfPn2SGW/UqBHrNgEAqFAAgEbz9vYODw9XfBGgXr16pE7gLSW147QAYDqOCEC7+Pj4SNa/69ix4/Lly3lOoHHjxjLj8s7iK+PDhw+MjgUAwBQKANBoVatWnS+iYJtVq1aRzXhLSe3UNXTn4cOHtIiFhYWjoyPLtAA03uHDh/fu3St+bGlpeeDAAR7m/aRp2rSpzPj79+9ZtylvBmQtXecEADQQCgDQdO7u7goKgG+//Xb8+PF85qN2arkCkJ6eLj3kwMnJycDAgH1mAJpt+vTpksd5eXlqL3flTeRfXl4ueSxvnY3s7GzWx5U3+xnW9AAAdUEBAJpO8d29kZGRWt3HzcnJef78OS1oaWnZrFkzRu3gBgDQQ/LGyvOJlNnGxsaSmxAkXr16xbrNjIwM6aCJiQnW9AAAdUEBABrt7t27Cmb0c3V17d69O5/5qJ3M8T8sBu6rqx0AYIT0y52dne/du0eLSy/Kobxnz55JB8nXmVQarNsEAKDCbxPQXBUVFb6+vtSr7VTk7254eDjPKakdpgAC0Hbdu3eXLgAktyazkJqaKh3s1q0b6wYBAGhQAIDm2rdv37Vr1+S96ufnx3ScjAZCAQCg7Xr06LF582ZaUHp1PyW9e/dO5j0A5CjsGgQAkIYCADRUTk6Ogsk9a9asGRgYyGc+HJE5dIdpAVBUVPTkyRNakPwX1a1bl31mAKCcvn37mpqaFhcXU4PZ2dmvXr2qX78+09Zu3bolHSTtk6OwTxEA4L+hAAANtWLFCnlTYRDBwcF8LvbJHem5O6swLwAePXpUVlZGC7K4AeDFixdTp079888/u3Tpsn37dnkrHAFoCHnjA1mQOeGPku1bW1uT3vnp06dp8aSkJFdXV6aZXLp0STrYr18/Kysrpk0BAMiDAgA0UXJy8qZNm+S96uTkNG3aND7z4Uh6enpOTg4t2LhxY9KfYNSOusb/TJ48+fz58+RBQkICqQR+++03pi0A6CcPDw/pAuDy5cssCoBz585JB8eMGcMyMwAAWVAAgCaaOXOm9CltiYiICP6X++GCWsb/yGuHRQGQlJQkeazg7gsAoBk5cuTcuXNpa5afOnVqw4YNjNpJT0+/e/cuLVinTp1Ro0apliAAwH9BAQAaJy4uLjExUd6r/UX4zIc76jpzr652OnXqdOHCBfHjzp07M90dQG+ZmprOmDFj+fLl1GBaWtrt27fbt2+vfDu7d++WDk6fPt3ExETFDAEAqFAAgGbJz8+fN2+evFcNDQ0jIiL4zIdT6poCSF2LAOzcuXPSpEnXr193cXHZvn07090B9NmcOXOioqKysrKowW3btm3dulXJFoqKiqQ3rl279ty5c9WTIgDA/0IBAJolNDT05cuX8l718vJycnLiMx9OqWUI0DsRWrBJkyaWlpZM82nUqJHM8ccAUCkrK6vg4ODp06dTg7t37w4ICCDfR2Va2Lhx45s3b2jBlStXsvguAwAohgIANMg///yj4AS/tbX1ihUr+MyHU0VFReT90oJmZmYtW7Zk1A5WAADQEF5eXkePHhXfSS9WXFzs4+Nz8uTJSvdNTU0NCQmhBQcNGjRlyhQ1ZwkAgAIANMqsWbNKSkrkvRoUFFSrVi0+8+GUzLk7nZycZE5HqAAKAADNsXv3bhcXlxcvXkgip0+fDg0NXbJkiYK9srKyhg8fnp+fTw06ODjs2rWLq0QBQL+hAABNER8ff+bMGXmvNmvWbObMmXzmwzVOpwBicQMAAKiuXr165PdY9+7ds7OzJcGgoKC8vLyVK1fKnL6M1PBubm5///03NVi/fv2zZ8/a2dlxnjEA6CUUAKARCgsLZ8+erWCD8PBwU1NTvtLhg7ruAJbZjre3d0xMTDuRtm3bOjs7YxYRAH60atXq2rVrgwYNSktLkwTDwsKOHDkyY8aMvn372tvbm5ubv3///ubNm4cPH46LiystLaW2QL628fHxDRo04D13ANAXKABAI5C/junp6fJe7datG4v1dDScWgqA8vLy5ORk6Xhubu5VEfHT4cOHHz16VGYLp0+fHjJkCC3o4eGxb98+RpkAgETz5s1J537evHnUMTykHlAwxZkYKdT9/f2XLl1qZmbGcY4AoNdQAIDwSNd/zZo1CjZYv349b8nwRi1DgFJTU4uKiirdTMGIIGdn5+Dg4D/++CMpKenz58/s0gAAGltb29jYWC8vL/LLLT4+ntTqirevWrXq+PHjSYXg4ODAT4YAoM9QAIDw5syZo6AXO2HChG+//ZbPfPghPd8fC1999VWlHQvFmjRpEhgYSB4cOHBg7Nix4iAKANA3Kn6P5OnYseOxY8eysrJOnjx59epVUvY/f/48Nze3uLjY0tKSFAnNmzcn9Xnv3r379u1rbm7ORQ4AANJQAIDAEhISjh8/Lu/VqlWrhoaG8pmP3qIOScIkQgBqZGdnN1FE6EQAAP4HCgAQUnFxsZ+fn4INFixYUL9+fd7y0WeSIUnVq1fH3YcAAAA6DAUACGn9+vXSi2FJkG6ov78/n/noM8kVAJz+BwAA0G0oAEAwL1++lF75kmr16tVVq1blLR999unTJ/JxiB/jBgAAAADdhgIABOPv719QUCDv1e+++87T05PPfPQZbgAAAADQHygAQBgXL148fPiwgg0iIyMNDAx4y0fPUeckxRUAAAAA3YYCAARQWlrq6+urYIORI0d27dqVt3xAcgWAFF0KFg0AAAAAHYACAASwZcsWmevXipmamoaFhfGZj4pGjx79+vVr8sDNzU1xYaOxJFcA7O3tq1WrJmwyAAAAwCkUAMC3t2/fLlu2TMEGs2fPJt1Q3vJRUWJi4pEjR8SP58yZI2wyrD18+FD8ADcAAAAA6DwUAMC3hQsX5ubmynvVzs4uICCAz3xUtHHjRvEDAwODnj17CpoLS8+ePcvLyxM/xg0AAAAAOg8FAPDq2rVre/bsUbBBcHCwtbU1b/moKC0t7cSJE+LHbdu2rVGjhrD5sIMpgAAAAPQKCgDgT3l5ueIh8s7OzlOmTOEtH9UFBARUVFSIH/fu3VvYZFjDFEAAAAB6BQUA8Gfr1q13795VsEFkZKSRkRFf6ajq8uXLv/76q+Rpnz59BExGFZIrABYWFo6OjsImAwAAAFxDAQA8yc7ODgwMVLDBoEGD+vXrx1s+KiouLvbz85M8NTY27tatm4D5qEJyBcDJycnQ0FDYZAAAAIBrKACAJwEBAR8/fpT3qpGR0bp16/jMR0VTp06lDp3v1KmTls6eWVhY+OTJE/Fj3AAAAACgD1AAAB9u3bq1Y8cOBRt4e3t/9dVXvOWjopCQkL1791Ij2jv+Jzk5uaysTPwYNwAAAADoAxQAwLmKigpfX1/JzbLSbGxsli9fzmNG7BUUFMyaNSs2NpYW194CAFMAAQAA6BsUAMC5X3755caNGwo2WLp0ac2aNXnLh7Xz58/7+fk9fvyYFrewsOjUqZMgKakOUwABAADoGxQAwK3Pnz8vWrRIwQaOjo6K5wYVXEZGRnx8fHR09N9//y1zg27dupmamvKclbpQrwCQAqCtCHlHgwYNEjArAAAA4A4KAOBWUFBQVlaWgg3Wrl1rYmLCWz7SSkpKiouLxf8WFha+e/fuzZs3r1+/fvny5d27d5OSkkhEcQvaO/6nyn9fAXj79m2CCHnjKAAAAAB0FQoA4ND9+/ejo6MVbzN8+HB+kuGO9i4BRpBqR+gUAAAAgFcoAIBDvr6+5eXlQmfBLVtb23bt2gmdBQAAAICyUAAAVw4cOHD16lWhs+Bcr169sHgWAAAAaBEUAMCJ3Nzc+fPnC50FH7R6/A8AAADoIRQAwImQkJDXr18LnQUftPoOYAAAANBDKABA/R4/frxhwwahs+BDvXr1tGgBYwAAAIAqKACACzNnziwtLRU6Cz5g/A8AAABoHRQAoGZHjx69cOGC0FnwBON/AAAAQOugAAB1KigomDt3rtBZ8AdXAAAAAEDroAAAdVq9evWLFy+EzoInDg4OjRs3FjoLAAAAAGZQAIDapKWlrV27Vugs+IPxPwAAAKCNUACA2syePbu4uFjoLPiDAgAAAAC0EQoAUI9TIkJnwauePXsKnQIAAAAAYygAQA2KiopmzZoldBa8atOmjZ2dndBZAAAAADCGAgDUwMzM7MmTJ0JnAQAAAACVQwEAAAAAAKBHUAAAAAAAAOgRFAAAAAAAAHoEBQAAAAAAgB5BAQAAAAAAoEdQAAAAAAAA6BEUAAAAAAAAegQFAAAAAACAHkEBAAAAAACgR1AAAAAAAADoERQAAAAAAAB65P8BitQkz6LMCVkAAAAASUVORK5CYII=)
Исправленная дисперсия:
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