With the data set given do the topics below Descriptive Analytics Pivot Tables Probability and Conditional Probability Upper and Lower Limits Hypothesis Test Age Gender Marital Status Occupation Monthly Income Educational Qualifications Family size latitude longitude Pin code Output Feedback 20 Female Single Student No Income Post Graduate 4 12 9766 77 5993 560001 Yes Positive Yes 24 Female Single Student Below Rs 10000 Graduate 3 12 977 77 5773 560009 Yes Positive Yes 22 Male Single Student Below Rs 10000 Post Graduate 3 12 9551 77 6593 560017 Yes Negative Yes 22 Female Single Student No Income Graduate 6 12 9473 77 5616 560019 Yes Positive Yes 22 Male Single Student Below Rs 10000 Post Graduate 4 12 985 77 5533 560010 Yes Positive Yes 27 Female Married Employee More than 50000 Post Graduate 2 12 9299 77 6848 560103 Yes Positive Yes 22 Male Single Student No Income Graduate 3 12 977 77 5773 560009 Yes Positive Yes 24 Female Single Student No Income Post Graduate 3 12 9828 77 6131 560042 Yes Positive Yes 23 Female Single Student No Income Post Graduate 2 12 9766 77 5993 560001 Yes Positive Yes 23 Female Single Student No Income Post Graduate 4 12 9854 77 7081 560048 Yes Positive Yes 22 Female Single Student No Income Post Graduate 5 12 985 77 5533 560010 Yes Positive Yes 23 Male Single Student Below Rs 10000 Post Graduate 2 12 977 77 5773 560009 Yes Negative Yes 23 Male Single Student No Income Post Graduate 5 12 8988 77 5764 560078 Yes Positive Yes 21 Male Single Student No Income Graduate 4 12 977 77 5773 560009 Yes Positive Yes 23 Female Single Self Employeed 10001 to 25000 Post Graduate 5 12 9438 77 5738 560004 Yes Positive Yes 24 Female Single Student No Income Post Graduate 6 12 8893 77 6399 560068 Yes Positive Yes 28 Female Single Employee 25001 to 50000 Post Graduate 2 12 9783 77 6408 560038 Yes Positive Yes 23 Female Single Student No Income Graduate 3 12 982 77 6256 560008 Yes Negative Yes 25 Male Single Student No Income Graduate 4 12 8988 77 5764 560078 Yes Negative Yes 21 Female Single Student Below Rs 10000 Post Graduate 1 12 9783 77 6408 560038 Yes Positive Yes 24 Male Single Student No Income Post Graduate 3 12 977 77 5773 560009 Yes Positive Yes 22 Male Single Student No Income Post Graduate 4 13 0298 77 6047 560032 Yes Positive Yes 22 Female Single Student No Income Graduate 4 12 9983 77 6409 560033 Yes Positive Yes 23 Male Single Student No Income Graduate 4 12 9925 77 5633 560021 Yes Positive Yes 21 Male Single Student Below Rs 10000 Post Graduate 3 12 9306 77 5434 560085 Yes Positive Yes 25 Male Single Student No Income Post Graduate 3 12 982 77 6256 560008 Yes Positive Yes 22 Female Single Student No Income Post Graduate 5 12 9353 77 5585 560050 Yes Positive Yes 22 Male Single Student No Income Post Graduate 3 12 9155 77 5135 560098 Yes Positive Yes 23 Female Single Employee 10001 to 25000 Graduate 3 12 9854 77 7081 560048 Yes Positive Yes 22 Male Single Student Below Rs 10000 Post Graduate 4 13 0019 77 5713 560003 Yes Positive Yes 22 Female Single Employee 10001 to 25000 Graduate 5 12 9698 77 75 560066 Yes Positive Yes 22 Male Single Student No Income Post Graduate 4 12 9783 77 6408 560038 Yes Positive Yes 25 Male Married Employee More than 50000 Ph D 4 12 9261 77 6221 560034 Yes Positive Yes 22 Female Single Student 10001 to 25000 Post Graduate 5 12 985 77 5533 560010 Yes Positive Yes 22 Female Single Student No Income Post Graduate 2 12 9119 77 6446 560102 Yes Positive Yes 25 Male Single Student 10001 to 25000 Post Graduate 3 12 9306 77 5434 560085 Yes Positive Yes 25 Male Single Student No Income Post Graduate 5 12 977 77 5773 560009 No Positive No 32 Female Prefer not to say House wife No Income Graduate 5 12 982 77 6256 560008 Yes Negative Yes 23 Female Single Student No Income Post Graduate 3 12 9438 77 5738 560004 Yes Positive Yes 23 Female Single Student No Income Post Graduate 4 12 8988 77 5764 560078 Yes Positive Yes 30 Male Married Self Employeed More than 50000 Uneducated 4 12 9662 77 6068 560025 Yes Negative Yes 23 Male Single Student No Income Graduate 3 12 9565 77 5484 560026 Yes Positive Yes 23 Male Single Student No Income Post Graduate 4 12 9925 77 5633 560021 Yes Positive Yes 22 Female Single Student No Income Post Graduate 5 12 985 77 5533 560010 Yes Positive Yes 22 Male Single Student No Income Graduate 5 12 985 77 5533 560010 Yes Positive Yes 27 Female Married Self Employeed 10001 to 25000 Post Graduate 2 12 9261 77 6221 560034 Yes Positive Yes 24 Female Single Student No Income Post Graduate 3 12 977 77 5773 560009 Yes Positive Yes 23 Male Single Student No Income Post Graduate 2 12 977 77 5773 560009 Yes Positive Yes 23 Female Single Student No Income Graduate 3 12 982 77 6256 560008 Yes Negative Yes 22 Female Single Student 10001 to 25000 Post Graduate 5 12 985 77 5533 560010 Yes Positive Yes 23 Female Single Student No Income Graduate 5 13 0206 77 6479 560043 Yes Positive Yes 23 Female Single Student No Income Post Graduate 2 12 977 77 5773 560009 Yes Positive Yes 24 Male Single Student No Income Post Graduate 3 12 977 77 5773 560009 Yes Positive Yes 25 Male Single Student No Income Post Graduate 2 12 9635 77 5821 560002 Yes Positive Yes 22 Male Single Student No Income Post Graduate 3 12 9306 77 5434 560085 Yes Positive Yes 28 Female Married Student No Income Graduate 2 13 0067 77 545 560086 Yes Positive Yes 22 Female Single Student No Income Post Graduate 1 12 8845 77 6036 560076 Yes Positive Yes 24 Female Single Student No Income Graduate 3 12 977 77 5773 560009 Yes Positive Yes 31 Male Married Employee More than 50000 Ph D 5 12 9119 77 6446 560102 Yes Positive Yes 25 Male Single Student No Income Post Graduate 4 13 0067 77 545 560086 Yes Positive Yes 23 Male Single Student No Income Post Graduate 5 12 8988 77 5764 560078 Yes Positive Yes 22 Male Single Student No Income Post Graduate 3 12 8845 77 6036 560076 Yes Positive Yes 23 Male Single Student 25001 to 50000 Post Graduate 1 13 0158 77 539 560096 Yes Positive Yes 23 Male Single Student No Income Graduate 4 12 9343 77 6044 560029 Yes Positive Yes 23 Female Single Student No Income Post Graduate 2 13 0019 77 5713 560003 Yes Positive Yes 25 Male Single Student No Income Post Graduate 6 13 0012 77 5995 560046 Yes Positive Yes 24 Male Single Employee 10001 to 25000 Graduate 4 12 9442 77 6076 560030 Yes Positive Yes 23 Female Single Student No Income Post Graduate 4 13 0487 77 5923 560024 Yes Positive Yes 23 Female Single Student No Income Post Graduate 4 13 0487 77 5923 560024 Yes Positive Yes 24 Female Married Employee More than 50000 Ph D 4 12 9438 77 5738 560004 Yes Positive Yes 22 Male Single Student No Income Graduate 4 12 9889 77 5741 560020 Yes Positive Yes 24 Female Single Student 10001 to 25000 Post Graduate 3 12 9335 77 5691 560028 No Positive No 25 Female Single Student No Income Post Graduate 3 12 9766 77 5993 560001 Yes Positive Yes 23 Male Single Student No Income Post Graduate 2 12 8845 77 6036 560076 Yes Positive Yes 26 Male Single Student No Income Post Graduate 4 13 0019 77 5713 560003 Yes Positive Yes 24 Female Single Student 25001 to 50000 Post Graduate 3 13 102 77 5864 560064 Yes Positive Yes 26 Male Single Student No Income Post Graduate 4 12 9048 77 6821 560036 Yes Positive Yes 21 Male Single Student No Income Graduate 4 12 977 77 5773 560009 Yes Positive Yes 22 Female Single Student No Income Post Graduate 3 12 977 77 5773 560009 Yes Positive Yes 24 Male Single Student No Income Post Graduate 5 12 9337 77 59 560011 Yes Positive Yes 24 Male Single Student 10001 to 25000 Post Graduate 4 12 9037 77 5376 560061 Yes Positive Yes 23 Female Single Student No Income Post Graduate 3 12 977 77 5773 560009 Yes Positive Yes 23 Male Single Student No Income Post Graduate 3 12 9343 77 6044 560029 Yes Positive Yes 22 Male Single Student No Income Post Graduate 3 12 9438 77 5738 560004 Yes Positive Yes 23 Male Single Student No Income Post Graduate 3 12 977 77 5773 560009 Yes Positive Yes 24 Female Single Student No Income Post Graduate 4 12 9783 77 6408 560038 Yes Positive Yes 24 Male Single Student No Income Post Graduate 5 12 9337 77 59 560011 Yes Positive Yes 25 Male Single Student No Income Graduate 1 12 977 77 5773 560009 Yes Positive Yes 25 Male Single Student No Income Post Graduate 5 12 977 77 5773 560009 No Positive No 28 Male Married Self Employeed 10001 to 25000 Graduate 2 13 0289 77 54 560022 No Negative No 27 Female Prefer not to say Employee 25001 to 50000 Post Graduate 5 13 0289 77 54 560022 No Positive No 26 Male Single Self Employeed 10001 to 25000 Ph D 1 12 9698 77 75 560066 No Positive No 22 Male Single Student No Income Post Graduate 2 12 977 77 5773 560009 Yes Positive Yes 24 Female Single Student No Income Post Graduate 3 12 977 77 5773 560009 Yes Positive Yes 23 Male Single Student No Income Post Graduate 1 12 9561 77 5921 560027 Yes Positive Yes 25 Male Single Student No Income Graduate 1 12 977 77 5773 560009 Yes Positive Yes 23 Female Single Student No Income Graduate 5 13 0206 77 6479 560043 Yes Positive Yes 23 Female Single Student No Income Graduate 5 13 0206 77 6479 560043 Yes Positive Yes 26 Male Married Employee 25001 to 50000 Graduate 5 12 9579 77 6309 560007 No Positive No 32 Female Married House wife No Income Uneducated 3 13 014 77 5658 560012 No Positive No 24 Female Single Student 10001 to 25000 Post Graduate 3 12 9335 77 5691 560028 No Positive No 23 Male Single Student No Income Post Graduate 2 12 9442 77 6076 560030 Yes Positive Yes 22 Female Single Employee 10001 to 25000 Graduate 3 12 9698 77 75 560066 Yes Positive Yes 24 Female Single Student No Income Ph D 3 12 9438 77 5738 560004 Yes Positive Yes 26 Male Single Employee 25001 to 50000 Graduate 2 12 9261 77 6221 560034 Yes Negative Yes 28 Male Married Employee More than 50000 Graduate 3 12 9698 77 75 560066 No Positive No 26 Male Single Employee More than 50000 Post Graduate 2 12 9698 77 75 560066 No Positive No 25 Male Single Student No Income Post Graduate 1 12 9343 77 6044 560029 Yes Positive Yes 25 Male Single Employee Below Rs 10000 Graduate 2 12 9698 77 75 560066 No Positive No 18 Male Single Student No Income Graduate 5 12 9635 77 5821 560002 Yes Positive Yes 21 Male Single Student No Income Post Graduate 4 12 977 77 5773 560009 Yes Positive Yes 25 Male Single Student No Income Post Graduate 1 12 9343 77 6044 560029 Yes Positive Yes 25 Male Single Student Below Rs 10000 Post Graduate 2 12 9925 77 5633 560021 Yes Positive Yes 23 Female Single Student No Income Graduate 5 13 0206 77 6479 560043 Yes Positive Yes 23 Male Single Employee 10001 to 25000 Post Graduate 2 12 985 77 5533 560010 Yes Positive Yes 25 Female Married Employee 25001 to 50000 Graduate 4 12 9551 77 6593 560017 No Negative No 31 Female Married House wife No Income School 5 13 0289 77 54 560022 Yes Positive Yes 24 Male Prefer not to say Self Employeed More than 50000 Ph D 2 13 0138 77 5877 560006 No Positive No 32 Female Married Employee 25001 to 50000 Graduate 5 12 9261 77 6221 560034 Yes Positive Yes 25 Male Single Employee 25001 to 50000 Graduate 3 12 9766 77 5993 560001 Yes Positive Yes 27 Female Married Self Employeed More than 50000 Graduate 5 12 9766 77 5993 560001 No Positive No 26 Male Single Self Employeed 25001 to 50000 Graduate 3 12 9766 77 5993 560001 Yes Positive Yes 26 Female Single Self Employeed 25001 to 50000 Post Graduate 3 12 9635 77 5821 560002 Yes Positive Yes 32 Male Married Employee More than 50000 Ph D 5 12 9635 77 5821 560002 Yes Negative Yes 24 Male Married Self Employeed More than 50000 Ph D 6 12 9635 77 5821 560002 No Negative No 27 Female Married Self Employeed 25001 to 50000 Graduate 3 12 9635 77 5821 560002 Yes Positive Yes 23 Male Single Student No Income Post Graduate 3 12 977 77 5773 560009 Yes Positive Yes 25 Male Single Student No Income Post Graduate 4 12 977 77 5773 560009 Yes Positive Yes 23 Male Single Student No Income Post Graduate 3 12 977 77 5773 560009 Yes Positive Yes 23 Female Single Student No Income Post Graduate 4 13 0487 77 5923 560024 Yes Positive Yes 28 Male Married Employee More than 50000 Post Graduate 3 13 0019 77 5713 560003 Yes Positive Yes 32 Female Married Employee More than 50000 Graduate 1 13 0019 77 5713 560003 No Positive No 23 Male Single Student No Income Post Graduate 2 13 0019 77 5713 560003 Yes Positive Yes 19 Male Single Student No Income Graduate 2 13 0019 77 5713 560003 No Negative No 19 Female Single Student No Income Graduate 4 12 9537 77 6176 560047 Yes Positive Yes 27 Female Married Employee 25001 to 50000 Post Graduate 2 12 9698 77 75 560066 No Positive No 25 Male Single Self Employeed 25001 to 50000 Graduate 3 12 998 77 6227 560005 Yes Positive Yes 33 Male Married Employee More than 50000 Ph D 5 12 998 77 6227 560005 No Negative No 26 Female Single Employee More than 50000 Graduate 3 12 998 77 6227 560005 Yes Positive Yes 22 Female Single Student Below Rs 10000 Post Graduate 4 12 9343 77 6044 560029 Yes Positive Yes 23 Male Single Student No Income Post Graduate 3 13 102 77 5864 560064 No Positive No 22 Female Single Student No Income Graduate 3 13 0158 77 539 560096 Yes Negative Yes 25 Male Married Employee 25001 to 50000 Graduate 2 12 998 77 6227 560005 Yes Positive Yes 30 Female Married House wife No Income School 5 12 998 77 6227 560005 Yes Positive Yes 24 Male Single Student No Income Post Graduate 3 13 0138 77 5877 560006 No Negative No 25 Male Single Employee 10001 to 25000 Post Graduate 3 13 0138 77 5877 560006 Yes Positive Yes 23 Male Single Student More than 50000 Post Graduate 3 12 977 77 5773 560009 Yes Positive Yes 24 Female Single Student No Income Post Graduate 4 13 0496 77 4941 560073 Yes Positive Yes 32 Male Married Employee 10001 to 25000 Graduate 4 12 9783 77 6408 560038 Yes Positive Yes 22 Male Single Student No Income Post Graduate 4 12 9889 77 5741 560020 Yes Positive Yes 23 Male Single Student More than 50000 Post Graduate 3 12 977 77 5773 560009 Yes Positive Yes 23 Female Single Student No Income Post Graduate 4 13 0487 77 5923 560024 Yes Positive Yes 20 Male Single Student No Income Graduate 2 12 9579 77 6309 560007 Yes Positive Yes 21 Male Single Student No Income Graduate 2 12 9579 77 6309 560007 Yes Positive Yes 24 Female Married Self Employeed 10001 to 25000 Graduate 5 12 9579 77 6309 560007 Yes Positive Yes 23 Female Single Student No Income Post Graduate 4 13 0487 77 5923 560024 Yes Positive Yes 25 Male Single Employee 25001 to 50000 Post Graduate 3 12 985 77 5533 560010 Yes Positive Yes 32 Female Married House wife No Income Graduate 3 12 985 77 5533 560010 Yes Positive Yes 27 Male Married Employee More than 50000 Ph D 5 12 985 77 5533 560010 No Negative No 20 Female Single Student No Income Graduate 2 12 9337 77 59 560011 Yes Positive Yes 21 Male Single Student No Income Graduate 2 12 9337 77 59 560011 Yes Positive Yes 26 Male Single Employee More than 50000 Post Graduate 3 12 9337 77 59 560011 No Negative No 25 Male Single Employee 10001 to 25000 Graduate 4 13 0166 77 6804 560016 Yes Positive Yes 26 Male Single Employee 25001 to 50000 Post Graduate 3 13 014 77 5658 560012 Yes Positive Yes 26 Female Married Employee 25001 to 50000 Graduate 3 13 014 77 5658 560012 Yes Positive Yes 27 Male Single Employee More than 50000 Ph D 4 13 0503 77 5529 560013 No Positive No 27 Female Single Student No Income Ph D 5 13 0503 77 5529 560013 No Negative No 24 Female Single Student No Income Post Graduate 5 12 9883 77 5987 560051 Yes Positive Yes 25 Male Married Self Employeed More than 50000 School 2 13 0626 77 5284 560015 Yes Positive Yes 20 Male Single Student No Income Graduate 2 13 0626 77 5284 560015 No Negative No 22 Male Single Student No Income Post Graduate 1 13 0626 77 5284 560015 Yes Positive Yes 26 Female Married Student Below Rs 10000 Ph D 3 13 0166 77 6804 560016 Yes Positive Yes 27 Male Prefer not to say Employee 25001 to 50000 Post Graduate 1 13 0166 77 6804 560016 Yes Positive Yes 25 Female Single Student No Income Post Graduate 3 12 9551 77 6593 560017 Yes Positive Yes 24 Male Single Employee Below Rs 10000 Graduate 2 12 9551 77 6593 560017 Yes Positive Yes 23 Female Single Employee 10001 to 25000 Graduate 6 12 9551 77 6593 560017 Yes Positive Yes 22 Male Single Student No Income Graduate 2 12 957 77 5637 560018 No Positive No 26 Male Married Self Employeed More than 50000 Post Graduate 3 12 957 77 5637 560018 No Negative No 26 Male Single Employee Below Rs 10000 Post Graduate 1 12 957 77 5637 560018 Yes Negative Yes 25 Female Married Self Employeed 25001 to 50000 Post Graduate 3 12 957 77 5637 560018 No Positive No 29 Female Married Employee More than 50000 Graduate 3 12 957 77 5637 560018 No Positive No 23 Male Single Student Below Rs 10000 Graduate 3 12 8652 77 524 560109 Yes Negative Yes 22 Female Single Employee 25001 to 50000 Graduate 4 12 9698 77 75 560066 Yes Positive Yes 22 Male Single Student No Income Graduate 2 12 9889 77 5741 560020 No Positive No 32 Female Married House wife No Income School 5 12 9889 77 5741 560020 Yes Positive Yes 28 Male Married Employee More than 50000 Post Graduate 1 12 9925 77 5633 560021 Yes Positive Yes 22 Male Single Student No Income Post Graduate 2 12 977 77 5773 560009 Yes Positive Yes 25 Male Single Employee 10001 to 25000 Graduate 2 12 9757 77 5586 560023 Yes Positive Yes 26 Female Married Employee 25001 to 50000 Post Graduate 2 12 9757 77 5586 560023 No Negative No 31 Male Married Self Employeed More than 50000 School 6 13 0487 77 5923 560024 Yes Positive Yes 24 Male Single Student No Income Post Graduate 3 13 0487 77 5923 560024 No Negative No 24 Male Single Employee 25001 to 50000 Post Graduate 2 12 9662 77 6068 560025 Yes Positive Yes 31 Female Married Employee More than 50000 Ph D 5 12 9662 77 6068 560025 Yes Positive Yes 26 Male Single Employee 25001 to 50000 Graduate 2 12 9343 77 6044 560029 Yes Positive Yes 24 Female Married Self Employeed More than 50000 Graduate 2 12 9343 77 6044 560029 Yes Positive Yes 22 Female Single Student No Income Graduate 3 12 9343 77 6044 560029 Yes Positive Yes 19 Male Single Student No Income Graduate 6 12 9442 77 6076 560030 Yes Positive Yes 25 Male Married Employee More than 50000 Post Graduate 6 12 9442 77 6076 560030 Yes Positive Yes 23 Female Married House wife No Income School 6 12 9442 77 6076 560030 Yes Positive Yes 23 Female Single Student No Income Graduate 2 13 0298 77 6047 560032 No Negative No 23 Male Single Student No Income Post Graduate 2 12 9261 77 6221 560034 Yes Positive Yes 24 Male Single Student No Income Post Graduate 5 12 9621 77 5376 560104 Yes Positive Yes 22 Female Single Employee 25001 to 50000 Graduate 4 12 8845 77 6036 560076 Yes Positive Yes 26 Male Married Employee More than 50000 Graduate 4 12 9048 77 6821 560036 Yes Positive Yes 25 Female Single Student No Income Ph D 3 12 9048 77 6821 560036 Yes Positive Yes 20 Male Single Student No Income Graduate 2 12 9261 77 6221 560034 Yes Positive Yes 29 Male Married Employee 25001 to 50000 Graduate 4 12 9261 77 6221 560034 No Negative No 23 Female Single Student No Income Graduate 1 12 977 77 5773 560009 Yes Positive Yes 25 Male Single Self Employeed More than 50000 Graduate 2 12 9783 77 6408 560038 Yes Positive Yes 29 Female Married Employee 25001 to 50000 Graduate 4 12 9783 77 6408 560038 No Negative No 27 Male Married Self Employeed 25001 to 50000 Graduate 6 12 9217 77 5936 560041 No Negative No 25 Male Single Self Employeed 10001 to 25000 Graduate 3 13 0206 77 6479 560043 Yes Positive Yes 21 Male Single Student No Income Graduate 2 13 0012 77 5995 560046 No Negative No 23 Male Single Student No Income Graduate 3 13 0223 77 7132 560049 Yes Positive Yes 24 Female Single Employee 10001 to 25000 Post Graduate 4 12 9337 77 59 560011 Yes Positive Yes 32 Male Married Self Employeed 10001 to 25000 School 3 12 982 77 6256 560008 Yes Negative Yes 28 Male Married Employee 25001 to 50000 Post Graduate 5 13 0262 77 62 560045 Yes Positive Yes 26 Male Single Employee 10001 to 25000 Graduate 2 12 9217 77 5936 560041 No Negative No 31 Female Married House wife No Income Graduate 5 13 0078 77 5577 560055 Yes Positive Yes 27 Female Married Self Employeed 25001 to 50000 Graduate 3 13 0078 77 5577 560055 Yes Positive Yes 21 Female Single Student No Income Post Graduate 1 12 9217 77 5936 560041 Yes Positive Yes 23 Female Single Student No Income Graduate 2 12 9105 77 4842 560060 No Positive No 26 Male Married Employee 10001 to 25000 Graduate 4 12 9105 77 4842 560060 No Positive No 32 Male Married Employee More than 50000 Graduate 5 12 9037 77 5376 560061 Yes Positive Yes 25 Female Married Student No Income Post Graduate 2 12 8834 77 5486 560062 Yes Positive Yes 28 Male Single Self Employeed 10001 to 25000 Post Graduate 2 12 9149 77 5635 560070 Yes Positive Yes 21 Female Single Student No Income Post Graduate 3 12 9149 77 5635 560070 Yes Positive Yes 24 Male Single Student No Income Post Graduate 2 12 9706 77 6529 560075 Yes Positive Yes 26 Female Married Self Employeed 10001 to 25000 Graduate 5 12 9706 77 6529 560075 No Negative No 32 Male Married Employee 25001 to 50000 Graduate 3 12 9706 77 6529 560075 Yes Positive Yes 29 Male Single Self Employeed More than 50000 Graduate 6 12 8845 77 6036 560076 Yes Positive Yes 21 Male Single Student No Income Graduate 5 12 9783 77 6408 560038 Yes Positive Yes 24 Female Single Self Employeed 25001 to 50000 Post Graduate 3 13 0103 77 5796 560080 No Negative No 26 Male Prefer not to say Self Employeed More than 50000 Post Graduate 2 13 0103 77 5796 560080 Yes Positive Yes 25 Male Married Employee More than 50000 Ph D 3 12 9306 77 5434 560085 Yes Positive Yes 29 Male Single Employee 25001 to 50000 Graduate 3 13 0641 77 5931 560092 No Negative No 22 Male Single Student No Income Graduate 3 13 0158 77 539 560096 Yes Positive Yes 24 Male Single Student No Income Graduate 2 12 9561 77 5921 560027 Yes Positive Yes 27 Male Married Employee 25001 to 50000 Graduate 2 12 8845 77 6036 560076 Yes Positive Yes 23 Female Single Student No Income Post Graduate 3 12 9369 77 6407 560095 No Positive No 32 Male Married Employee More than 50000 Post Graduate 6 12 9369 77 6407 560095 Yes Positive Yes 22 Female Single Student No Income Graduate 2 12 9369 77 6407 560095 Yes Positive Yes 28 Male Married Employee 25001 to 50000 Graduate 3 12 9369 77 6407 560095 Yes Positive Yes 23 Female Single Student No Income Post Graduate 2 13 0158 77 539 560096 Yes Positive Yes 30 Male Married Self Employeed More than 50000 Graduate 1 13 0809 77 5565 560097 No Negative No 21 Male Single Student No Income Graduate 3 13 0641 77 5931 560092 Yes Positive Yes 26 Female Married Employee Below Rs 10000 Graduate 6 12 9859 77 6713 560093 No Negative No 25 Male Single Self Employeed More than 50000 School 3 12 9859 77 6713 560093 Yes Positive Yes 31 Male Prefer not to say Employee Below Rs 10000 Graduate 1 12 9866 77 4904 560091 No Negative No 23 Female Single Employee 25001 to 50000 Post Graduate 2 12 9847 77 5491 560100 Yes Positive Yes 29 Female Married Employee 25001 to 50000 Ph D 3 12 9847 77 5491 560100 Yes Positive Yes 21 Male Single Student No Income Graduate 6 12 9847 77 5491 560100 Yes Positive Yes 20 Male Single Student No Income Graduate 3 12 9299 77 6848 560103 Yes Positive Yes 22 Male Single Employee 10001 to 25000 Graduate 2 12 9299 77 6848 560103 Yes Positive Yes 30 Female Married House wife No Income School 6 12 9828 77 6131 560042 No Positive No 27 Male Married Self Employeed More than 50000 Graduate 3 12 989 77 5332 560079 Yes Positive Yes 23 Male Single Student No Income Post Graduate 2 12 977 77 5773 560009 No Negative No 30 Male Married Self Employeed 25001 to 50000 School 6 12 9251 77 4992 560059 No Negative No 23 Male Single Student No Income Post Graduate 3 12 9967 77 7582 560067 Yes Positive Yes 28 Female Married Employee 25001 to 50000 Post Graduate 6 12 9967 77 7582 560067 No Negative No 30 Male Married Self Employeed More than 50000 Graduate 6 12 9967 77 7582 560067 Yes Positive Yes 24 Female Married Employee 25001 to 50000 Post Graduate 2 12 957 77 5637 560018 Yes Negative Yes 21 Male Single Student No Income Graduate 2 12 957 77 5637 560018 No Negative No 23 Female Prefer not to say Employee 10001 to 25000 Graduate 3 12 9889 77 5741 560020 No Negative No 25 Male Married Self Employeed More than 50000 Post Graduate 4 13 0206 77 6479 560043 Yes Positive Yes 24 Female Single Employee 25001 to 50000 Graduate 2 12 8893 77 6399 560068 Yes Positive Yes 26 Male Married Employee 10001 to 25000 Graduate 3 12 8893 77 6399 560068 No Negative No 25 Female Single Employee 25001 to 50000 Post Graduate 2 12 9967 77 7582 560067 Yes Positive Yes 22 Male Single Student 25001 to 50000 Graduate 3 12 9783 77 6408 560038 Yes Positive Yes 26 Female Single Employee 25001 to 50000 Post Graduate 2 12 9783 77 6408 560038 Yes Positive Yes 23 Male Single Employee 10001 to 25000 Graduate 2 12 9925 77 5633 560021 Yes Positive Yes 21 Female Single Employee Below Rs 10000 Graduate 2 12 9925 77 5633 560021 No Negative No 25 Male Married Self Employeed 25001 to 50000 Graduate 3 12 9561 77 5921 560027 Yes Positive Yes 24 Female Married Employee 10001 to 25000 Post Graduate 2 12 9561 77 5921 560027 Yes Positive Yes 22 Male Married Student No Income Graduate 2 13 0734 77 5464 560014 Yes Positive Yes 23 Female Single Student No Income Post Graduate 4 13 0487 77 5923 560024 Yes Positive Yes 24 Male Married Employee More than 50000 Post Graduate 3 12 9515 77 4921 560056 Yes Positive Yes 22 Female Single Student No Income Graduate 2 12 9515 77 4921 560056 Yes Positive Yes 30 Male Married Employee More than 50000 Graduate 5 12 9719 77 5128 560072 No Negative No 23 Female Prefer not to say Employee 10001 to 25000 Graduate 4 12 9048 77 6821 560036 Yes Positive Yes 19 Male Single Student No Income Graduate 6 12 9048 77 6821 560036 Yes Positive Yes 21 Female Single Student No Income Graduate 2 13 0103 77 5796 560080 Yes Positive Yes 23 Male Single Student No Income Graduate 4 13 0103 77 5796 560080 Yes Positive Yes 24 Female Single Employee 25001 to 50000 Graduate 3 12 8893 77 6399 560068 Yes Positive Yes 26 Female Married Employee 10001 to 25000 Post Graduate 2 12 9828 77 6131 560042 No Positive No 26 Female Single Student No Income Ph D 2 12 9757 77 5586 560023 Yes Positive Yes 25 Female Single Student 10001 to 25000 Graduate 2 12 9757 77 5586 560023 Yes Positive Yes 28 Female Married Employee 25001 to 50000 Graduate 5 12 9757 77 5586 560023 No Negative No 25 Female Single Student No Income Post Graduate 3 13 0734 77 5464 560014 Yes Positive Yes 20 Female Single Student No Income Graduate 2 13 0734 77 5464 560014 Yes Positive Yes 27 Female Married Self Employeed More than 50000 Graduate 6 13 0734 77 5464 560014 No Positive No 25 Female Married Employee 25001 to 50000 Graduate 3 13 0626 77 5284 560015 No Positive No 24 Female Single Student No Income Post Graduate 5 13 0626 77 5284 560015 No Negative No 25 Female Married Employee More than 50000 Graduate 1 12 977 77 5773 560009 No Negative No 25 Female Prefer not to say Employee 25001 to 50000 Post Graduate 3 12 998 77 6227 560005 No Negative No 24 Female Married Student Below Rs 10000 Ph D 5 13 0626 77 5284 560015 Yes Positive Yes 24 Male Single Student No Income Post Graduate 3 13 0626 77 5284 560015 Yes Positive Yes 22 Male Single Employee 10001 to 25000 Graduate

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With the data set given do the topics below. Descriptive Analytics Pivot Tables Probability and Conditional Probability Upper and Lower Limits Hypothesis Test Age Gender

With the data set given do the topics below.

Descriptive Analytics
Pivot Tables
Probability and Conditional Probability
Upper and Lower Limits
Hypothesis Test

Question

With the data set given do the topics below. Descriptive Analytics Pivot Tables Probability and Conditional Probability Upper and Lower Limits Hypothesis Test Age Gender

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