@ -36,7 +36,7 @@
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					  },
 
					 
					 
					 
					  },
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					  {
 
					 
					 
					 
					  {
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "cell_type": "code",
 
					 
					 
					 
					   "cell_type": "code",
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "execution_count": 73 ,
 
					 
					 
					 
					   "execution_count": 9 ,
 
				
			 
			
				
				
			
		
	
		
		
	
		
		
			
				
					
					 
					 
					 
					   "metadata": {},
 
					 
					 
					 
					   "metadata": {},
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "outputs": [],
 
					 
					 
					 
					   "outputs": [],
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "source": [
 
					 
					 
					 
					   "source": [
 
				
			 
			
		
	
	
		
		
			
				
					
						
							
								 
							 
						
						
							
								 
							 
						
						
					 
					 
					@ -63,7 +63,7 @@
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					  },
 
					 
					 
					 
					  },
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					  {
 
					 
					 
					 
					  {
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "cell_type": "code",
 
					 
					 
					 
					   "cell_type": "code",
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "execution_count": 74 ,
 
					 
					 
					 
					   "execution_count": 10 ,
 
				
			 
			
				
				
			
		
	
		
		
	
		
		
			
				
					
					 
					 
					 
					   "metadata": {},
 
					 
					 
					 
					   "metadata": {},
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "outputs": [],
 
					 
					 
					 
					   "outputs": [],
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "source": [
 
					 
					 
					 
					   "source": [
 
				
			 
			
		
	
	
		
		
			
				
					
						
						
						
							
								 
							 
						
					 
					 
					@ -82,7 +82,7 @@
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					  },
 
					 
					 
					 
					  },
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					  {
 
					 
					 
					 
					  {
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "cell_type": "code",
 
					 
					 
					 
					   "cell_type": "code",
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "execution_count": 75 ,
 
					 
					 
					 
					   "execution_count": 11 ,
 
				
			 
			
				
				
			
		
	
		
		
	
		
		
			
				
					
					 
					 
					 
					   "metadata": {},
 
					 
					 
					 
					   "metadata": {},
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "outputs": [
 
					 
					 
					 
					   "outputs": [
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					    {
 
					 
					 
					 
					    {
 
				
			 
			
		
	
	
		
		
			
				
					
						
							
								 
							 
						
						
							
								 
							 
						
						
					 
					 
					@ -125,7 +125,7 @@
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					  },
 
					 
					 
					 
					  },
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					  {
 
					 
					 
					 
					  {
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "cell_type": "code",
 
					 
					 
					 
					   "cell_type": "code",
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "execution_count": 76 ,
 
					 
					 
					 
					   "execution_count": 12 ,
 
				
			 
			
				
				
			
		
	
		
		
	
		
		
			
				
					
					 
					 
					 
					   "metadata": {},
 
					 
					 
					 
					   "metadata": {},
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "outputs": [],
 
					 
					 
					 
					   "outputs": [],
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "source": [
 
					 
					 
					 
					   "source": [
 
				
			 
			
		
	
	
		
		
			
				
					
						
						
						
							
								 
							 
						
					 
					 
					@ -150,7 +150,7 @@
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					  },
 
					 
					 
					 
					  },
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					  {
 
					 
					 
					 
					  {
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "cell_type": "code",
 
					 
					 
					 
					   "cell_type": "code",
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "execution_count": 77 ,
 
					 
					 
					 
					   "execution_count": 13 ,
 
				
			 
			
				
				
			
		
	
		
		
	
		
		
			
				
					
					 
					 
					 
					   "metadata": {},
 
					 
					 
					 
					   "metadata": {},
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "outputs": [],
 
					 
					 
					 
					   "outputs": [],
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "source": [
 
					 
					 
					 
					   "source": [
 
				
			 
			
		
	
	
		
		
			
				
					
						
						
						
							
								 
							 
						
					 
					 
					@ -169,7 +169,7 @@
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					  },
 
					 
					 
					 
					  },
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					  {
 
					 
					 
					 
					  {
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "cell_type": "code",
 
					 
					 
					 
					   "cell_type": "code",
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "execution_count": 78 ,
 
					 
					 
					 
					   "execution_count": 14 ,
 
				
			 
			
				
				
			
		
	
		
		
	
		
		
			
				
					
					 
					 
					 
					   "metadata": {},
 
					 
					 
					 
					   "metadata": {},
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "outputs": [],
 
					 
					 
					 
					   "outputs": [],
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "source": [
 
					 
					 
					 
					   "source": [
 
				
			 
			
		
	
	
		
		
			
				
					
						
						
						
							
								 
							 
						
					 
					 
					@ -193,7 +193,7 @@
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					  },
 
					 
					 
					 
					  },
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					  {
 
					 
					 
					 
					  {
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "cell_type": "code",
 
					 
					 
					 
					   "cell_type": "code",
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "execution_count": 79 ,
 
					 
					 
					 
					   "execution_count": 15 ,
 
				
			 
			
				
				
			
		
	
		
		
	
		
		
			
				
					
					 
					 
					 
					   "metadata": {},
 
					 
					 
					 
					   "metadata": {},
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "outputs": [
 
					 
					 
					 
					   "outputs": [
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					    {
 
					 
					 
					 
					    {
 
				
			 
			
		
	
	
		
		
			
				
					
						
						
						
							
								 
							 
						
					 
					 
					@ -205,7 +205,7 @@
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					    }
 
					 
					 
					 
					    }
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   ],
 
					 
					 
					 
					   ],
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "source": [
 
					 
					 
					 
					   "source": [
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					    "x = list(zip(vect.get_feature_names(), np.ravel(train_data.sum(axis=0))))\n",
 
					 
					 
					 
					    "x = list(zip(vect.get_feature_names_out (), np.ravel(train_data.sum(axis=0))))\n",
 
				
			 
			
				
				
			
		
	
		
		
	
		
		
			
				
					
					 
					 
					 
					    "def SortbyTF(inputStr):\n",
 
					 
					 
					 
					    "def SortbyTF(inputStr):\n",
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					    "    return inputStr[1]\n",
 
					 
					 
					 
					    "    return inputStr[1]\n",
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					    "x.sort(key=SortbyTF, reverse = True)\n",
 
					 
					 
					 
					    "x.sort(key=SortbyTF, reverse = True)\n",
 
				
			 
			
		
	
	
		
		
			
				
					
						
						
						
							
								 
							 
						
					 
					 
					@ -222,7 +222,7 @@
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					  },
 
					 
					 
					 
					  },
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					  {
 
					 
					 
					 
					  {
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "cell_type": "code",
 
					 
					 
					 
					   "cell_type": "code",
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "execution_count": 80 ,
 
					 
					 
					 
					   "execution_count": 16 ,
 
				
			 
			
				
				
			
		
	
		
		
	
		
		
			
				
					
					 
					 
					 
					   "metadata": {},
 
					 
					 
					 
					   "metadata": {},
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "outputs": [],
 
					 
					 
					 
					   "outputs": [],
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "source": [
 
					 
					 
					 
					   "source": [
 
				
			 
			
		
	
	
		
		
			
				
					
						
							
								 
							 
						
						
							
								 
							 
						
						
					 
					 
					@ -250,14 +250,14 @@
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					  },
 
					 
					 
					 
					  },
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					  {
 
					 
					 
					 
					  {
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "cell_type": "code",
 
					 
					 
					 
					   "cell_type": "code",
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "execution_count": 8 1,
 
					 
					 
					 
					   "execution_count": 17 ,
 
				
			 
			
				
				
			
		
	
		
		
	
		
		
			
				
					
					 
					 
					 
					   "metadata": {},
 
					 
					 
					 
					   "metadata": {},
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "outputs": [
 
					 
					 
					 
					   "outputs": [
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					    {
 
					 
					 
					 
					    {
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					     "name": "stdout",
 
					 
					 
					 
					     "name": "stdout",
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					     "output_type": "stream",
 
					 
					 
					 
					     "output_type": "stream",
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					     "text": [
 
					 
					 
					 
					     "text": [
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					      " I 'll take a wild guess and say freedom is object valuabl . I  base thi on the assumpt that if everyon in the world were depriv utterli of their freedom ( so that their everi act wa contrari to their volit ) , almost all would want to complain . therefor I  take it that to assert or believ that `` freedom is not veri valuabl '' , when almost everyon can see that it is , is everi bit as absurd as to assert `` it is not rain '' on a raini day . I  take thi to be a candid for an object valu , and it it is a necessari condit for object moral that object valu such as thi exist .\n"
 
					 
					 
					 
					      " i 'll take a wild guess and say freedom is object valuabl . i  base thi on the assumpt that if everyon in the world were depriv utterli of their freedom ( so that their everi act wa contrari to their volit ) , almost all would want to complain . therefor i  take it that to assert or believ that `` freedom is not veri valuabl '' , when almost everyon can see that it is , is everi bit as absurd as to assert `` it is not rain '' on a raini day . i  take thi to be a candid for an object valu , and it it is a necessari condit for object moral that object valu such as thi exist .\n"
 
				
			 
			
				
				
			
		
	
		
		
	
		
		
			
				
					
					 
					 
					 
					     ]
 
					 
					 
					 
					     ]
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					    }
 
					 
					 
					 
					    }
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   ],
 
					 
					 
					 
					   ],
 
				
			 
			
		
	
	
		
		
			
				
					
						
							
								 
							 
						
						
							
								 
							 
						
						
					 
					 
					@ -293,7 +293,7 @@
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					  },
 
					 
					 
					 
					  },
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					  {
 
					 
					 
					 
					  {
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "cell_type": "code",
 
					 
					 
					 
					   "cell_type": "code",
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "execution_count": 82 ,
 
					 
					 
					 
					   "execution_count": 1 8,
 
				
			 
			
				
				
			
		
	
		
		
	
		
		
			
				
					
					 
					 
					 
					   "metadata": {},
 
					 
					 
					 
					   "metadata": {},
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "outputs": [],
 
					 
					 
					 
					   "outputs": [],
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "source": [
 
					 
					 
					 
					   "source": [
 
				
			 
			
		
	
	
		
		
			
				
					
						
							
								 
							 
						
						
							
								 
							 
						
						
					 
					 
					@ -342,7 +342,7 @@
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					  },
 
					 
					 
					 
					  },
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					  {
 
					 
					 
					 
					  {
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "cell_type": "code",
 
					 
					 
					 
					   "cell_type": "code",
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "execution_count": 83 ,
 
					 
					 
					 
					   "execution_count": 19 ,
 
				
			 
			
				
				
			
		
	
		
		
	
		
		
			
				
					
					 
					 
					 
					   "metadata": {},
 
					 
					 
					 
					   "metadata": {},
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "outputs": [],
 
					 
					 
					 
					   "outputs": [],
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "source": [
 
					 
					 
					 
					   "source": [
 
				
			 
			
		
	
	
		
		
			
				
					
						
						
						
							
								 
							 
						
					 
					 
					@ -359,7 +359,7 @@
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					  },
 
					 
					 
					 
					  },
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					  {
 
					 
					 
					 
					  {
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "cell_type": "code",
 
					 
					 
					 
					   "cell_type": "code",
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "execution_count": 84 ,
 
					 
					 
					 
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					   "metadata": {},
 
					 
					 
					 
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					   "outputs": [],
 
					 
					 
					 
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					   "source": [
 
					 
					 
					 
					   "source": [
 
				
			 
			
		
	
	
		
		
			
				
					
						
						
						
							
								 
							 
						
					 
					 
					@ -377,7 +377,7 @@
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					  },
 
					 
					 
					 
					  },
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					  {
 
					 
					 
					 
					  {
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "cell_type": "code",
 
					 
					 
					 
					   "cell_type": "code",
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "execution_count": 85 ,
 
					 
					 
					 
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					   "metadata": {},
 
					 
					 
					 
					   "metadata": {},
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "outputs": [],
 
					 
					 
					 
					   "outputs": [],
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "source": [
 
					 
					 
					 
					   "source": [
 
				
			 
			
		
	
	
		
		
			
				
					
						
						
						
							
								 
							 
						
					 
					 
					@ -393,7 +393,7 @@
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					  },
 
					 
					 
					 
					  },
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					  {
 
					 
					 
					 
					  {
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "cell_type": "code",
 
					 
					 
					 
					   "cell_type": "code",
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "execution_count": 86 ,
 
					 
					 
					 
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					   "metadata": {},
 
					 
					 
					 
					   "metadata": {},
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "outputs": [],
 
					 
					 
					 
					   "outputs": [],
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "source": [
 
					 
					 
					 
					   "source": [
 
				
			 
			
		
	
	
		
		
			
				
					
						
						
						
							
								 
							 
						
					 
					 
					@ -410,7 +410,7 @@
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					 ],
 
					 
					 
					 
					 ],
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					 "metadata": {
 
					 
					 
					 
					 "metadata": {
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					  "kernelspec": {
 
					 
					 
					 
					  "kernelspec": {
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "display_name": "Python 3",
 
					 
					 
					 
					   "display_name": "Python 3 (ipykernel) ",
 
				
			 
			
				
				
			
		
	
		
		
	
		
		
			
				
					
					 
					 
					 
					   "language": "python",
 
					 
					 
					 
					   "language": "python",
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "name": "python3"
 
					 
					 
					 
					   "name": "python3"
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					  },
 
					 
					 
					 
					  },
 
				
			 
			
		
	
	
		
		
			
				
					
						
						
						
							
								 
							 
						
					 
					 
					@ -424,7 +424,7 @@
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "name": "python",
 
					 
					 
					 
					   "name": "python",
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "nbconvert_exporter": "python",
 
					 
					 
					 
					   "nbconvert_exporter": "python",
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "pygments_lexer": "ipython3",
 
					 
					 
					 
					   "pygments_lexer": "ipython3",
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					   "version": "3.8. 3"
 
					 
					 
					 
					   "version": "3.9.1 3"
 
				
			 
			
				
				
			
		
	
		
		
	
		
		
			
				
					
					 
					 
					 
					  }
 
					 
					 
					 
					  }
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					 },
 
					 
					 
					 
					 },
 
				
			 
			
		
	
		
		
			
				
					
					 
					 
					 
					 "nbformat": 4,
 
					 
					 
					 
					 "nbformat": 4,