The dataset contains information about 30 randomly selected houses for sale in Silver Spring, Maryland. The dataset consists of 11 variables: the house address, the asking price (in $000), the assessed value in 2020 (in $000), assessed value 2019 (in $000), property taxes, the size of the house (000 sq. ft.), fireplace (1=Yes), pool (1=Yes), number of bedrooms, number of bathrooms, and the age of the house.

Q.) The average taxes paid by homeowners in Maryland is $4,089 with a standard deviation of $198. Is there any evidence that the homeowners in Silver Springs pay less than the average Maryland homeowner? State your p-value and interpret your results.

Address	Asking Price	Assessed Value 2020	Assessed Value 2019	Taxes	Size (000 sq. ft.)	Fireplace	Bedrooms	Pool	Bathrooms	Age
10014 Lorain Avenue	475.0	307.0	319.4	3039	1.176	Yes	3	No	2	66
10209 Grant Avenue	479.0	275.9	276.3	3426	1.462	Yes	3	Yes	2	56
10315 Royal Road	452.5	310.8	319.0	3694	1.860	Yes	4	No	3	54
10906 Fiesta Road	389.0	312.7	292.5	3100	2.247	No	4	No	3	54
111 Heil Road	324.0	337.4	329.4	4308	1.897	Yes	5	No	3	67
1118 Chickasaw Drive	299.0	231.8	231.8	4011	1.252	No	4	No	3	63
112 Southwood Avenue	379.0	328.5	342.1	3269	1.312	No	4	Yes	2	62
11529 Daffodil Drive	559.0	449.6	443.1	4566	3.861	Yes	5	Yes	3	29
1167 Kersey Road	529.0	398.1	410.0	4015	1.968	Yes	4	No	3.5	27
12401 VintonTerrace	379.0	276.0	278.4	2707	1.155	No	3	Yes	2	53
12906 Hawkshead Terrace	390.0	343.4	325.0	3930	1.848	No	3	No	4	27
1314 Gresham Road	339.9	305.5	300.0	3536	1.902	Yes	3	No	4	58
13409 Rippling Brook Drive	649.9	507.4	507.6	5185	2.990	No	5	No	3.5	26
13512 Sherwood Forest Drive	449.0	507.9	491.5	5944	3.976	Yes	5	Yes	4	55
1412 Flora Terrace	530.0	349.9	352.4	3499	1.188	Yes	3	Yes	3	57
1514 Gridley Lane	379.0	291.8	291.8	2876	1.248	Yes	4	No	2	62
15810 Bradford Road	489.9	390.8	372.6	4725	3.276	No	5	No	3	73
1706 Hutchison Lane	525.0	446.4	438.1	4462	2.720	Yes	4	Yes	3	26
1957 Seminary Road	619.9	479.5	478.3	4887	2.543	Yes	4	Yes	3	73
22 Eastmoor Drive	519.0	456.6	437.0	4641	2.104	Yes	4	No	2	65
2200 Nees Lane	319.9	342.1	357.6	3635	2.067	Yes	3	No	2.5	42
2308 Peggy Lane	525.0	433.4	411.4	4397	2.143	No	4	No	2.5	57
2419 Briggs Chaney Road	490.0	375.5	370.3	5199	1.248	No	5	No	3	77
2915 Wiulton Avenue	499.0	426.7	421.9	5013	1.600	No	3	No	3	66
500 Rockford Drive	535.0	371.6	354.7	3731	1.202	Yes	3	Yes	3	58
521 Ridgeway Drive	550.0	480.0	475.3	4892	3.124	No	5	No	3.5	27
728 Richmond Avenue	335.0	411.9	409.2	3377	0.928	Yes	2	No	1	88
8917 Whitney Street	450.0	341.8	355.1	3412	1.272	Yes	4	Yes	2.5	62
9520 Colesville Road	599.0	389.3	370.0	3921	1.950	Yes	4	No	3	73
9621 Sutherland	515.0	368.3	359.7	3696	2.768	Yes	3	Yes	2.5	64

A B D E F. G H 1 J K Assessed Value 2020 Taxes Bedrooms Pool Bathrooms Age 2 66 3039 3 No 3426 3694 3100 307.0 275.9 310.8 312.7 337.4 231.8 328.5 449.6 3 Yes 4 No 4 No 5 No 4 No 4 Yes 5 Yes 56 54 54 67 4308 4011 3269 63 62 4566 29 398.1 4 No Asking Price 475.0 479.0 452.5 389.0 324.0 299.0 379.0 559.0 529.0 379.0 390.0 339.9 649.9 449.0 530.0 379.0 489.9 525.0 619.9 519.0 319.9 525.0 490.0 3 Yes 3 No 3 No 5 No 1 Address 2 10014 Lorain Avenue 3 10209 Grant Avenue 4 10315 Royal Road 5 10906 Fiesta Road 6 111 Heil Road 7 1118 Chickasaw Drive 8 112 Southwood Avenue 9 11529 Daffodil Drive 10 1167 Kersey Road 11 12401 Vinton Terrace 12 12906 Hawkshead Terrace 13 1314 Gresham Road 14 13409 Rippling Brook Drive 15 13512 Sherwood Forest Drive 16 1412 Flora Terrace 17 1514 Gridley Lane 18 15810 Bradford Road 19 1706 Hutchison Lane 20 1957 Seminary Road 21 22 Eastmoor Drive 22 2200 Nees Lane 23 2308 Peggy Lane 24 2419 Briggs Chaney Road 25 2915 Wiulton Avenue 26 500 Rockford Drive 27 521 Ridgeway Drive 28 728 Richmond Avenue 29 8917 Whitney Street 30 9520 Colesville Road 31 9621 Sutherland 32 3.5 Assessed Value 2019 319.4 276.3 319.0 292.5 329.4 231.8 342.1 443.1 410.0 278.4 325.0 300.0 507.6 491.5 352.4 291.8 372.6 438.1 478.3 437.0 357.6 411.4 370.3 421.9 354.7 475.3 409.2 355.1 370.0 359.7 4015 2707 3930 3536 5185 5944 3499 2876 4725 4462 4887 4641 3635 27 53 27 58 26 55 57 Size (000 sq. ft.) Fireplace 1.176 Yes 1.462 Yes 1.860 Yes 2.247 No 1.897 Yes 1.252 No 1.312 No 3.861 Yes 1.968 Yes 1.155 No 1.848 No 1.902 Yes 2.990 No 3.976 Yes 1.188 Yes 1.248 Yes 3.276 No 2.720 Yes 2.543 Yes 2.104 Yes 2.067 Yes 2.143 No 1.248 No 1.600 No 1.202 Yes 3.124 No 0.928 Yes 1.272 Yes 1.950 Yes 2.768 Yes 276.0 343.4 305.5 507.4 507.9 349.9 291.8 390.8 446.4 479.5 456.6 342.1 433.4 375.5 426.7 371.6 480.0 411.9 341.8 nm m m m nmn n + + + mnm mm 5 Yes 3 Yes 4 No 5 No 62 73 26 73 4 Yes 4 Yes 4 No 2 65 2.5 3 No 4 No 5 No 2.5 3 42 57 77 66 58 499.0 3 4397 5199 5013 3731 4892 3377 3412 3921 3696 3 No 3 Yes 5 No 2 No 3 3.5 535.0 550.0 335.0 450.0 599.0 515.0 27 1 2.5 88 62 4 Yes 389.3 4 No 3 73 368.3 3 Yes 2.5 64 A B D E F. G H 1 J K Assessed Value 2020 Taxes Bedrooms Pool Bathrooms Age 2 66 3039 3 No 3426 3694 3100 307.0 275.9 310.8 312.7 337.4 231.8 328.5 449.6 3 Yes 4 No 4 No 5 No 4 No 4 Yes 5 Yes 56 54 54 67 4308 4011 3269 63 62 4566 29 398.1 4 No Asking Price 475.0 479.0 452.5 389.0 324.0 299.0 379.0 559.0 529.0 379.0 390.0 339.9 649.9 449.0 530.0 379.0 489.9 525.0 619.9 519.0 319.9 525.0 490.0 3 Yes 3 No 3 No 5 No 1 Address 2 10014 Lorain Avenue 3 10209 Grant Avenue 4 10315 Royal Road 5 10906 Fiesta Road 6 111 Heil Road 7 1118 Chickasaw Drive 8 112 Southwood Avenue 9 11529 Daffodil Drive 10 1167 Kersey Road 11 12401 Vinton Terrace 12 12906 Hawkshead Terrace 13 1314 Gresham Road 14 13409 Rippling Brook Drive 15 13512 Sherwood Forest Drive 16 1412 Flora Terrace 17 1514 Gridley Lane 18 15810 Bradford Road 19 1706 Hutchison Lane 20 1957 Seminary Road 21 22 Eastmoor Drive 22 2200 Nees Lane 23 2308 Peggy Lane 24 2419 Briggs Chaney Road 25 2915 Wiulton Avenue 26 500 Rockford Drive 27 521 Ridgeway Drive 28 728 Richmond Avenue 29 8917 Whitney Street 30 9520 Colesville Road 31 9621 Sutherland 32 3.5 Assessed Value 2019 319.4 276.3 319.0 292.5 329.4 231.8 342.1 443.1 410.0 278.4 325.0 300.0 507.6 491.5 352.4 291.8 372.6 438.1 478.3 437.0 357.6 411.4 370.3 421.9 354.7 475.3 409.2 355.1 370.0 359.7 4015 2707 3930 3536 5185 5944 3499 2876 4725 4462 4887 4641 3635 27 53 27 58 26 55 57 Size (000 sq. ft.) Fireplace 1.176 Yes 1.462 Yes 1.860 Yes 2.247 No 1.897 Yes 1.252 No 1.312 No 3.861 Yes 1.968 Yes 1.155 No 1.848 No 1.902 Yes 2.990 No 3.976 Yes 1.188 Yes 1.248 Yes 3.276 No 2.720 Yes 2.543 Yes 2.104 Yes 2.067 Yes 2.143 No 1.248 No 1.600 No 1.202 Yes 3.124 No 0.928 Yes 1.272 Yes 1.950 Yes 2.768 Yes 276.0 343.4 305.5 507.4 507.9 349.9 291.8 390.8 446.4 479.5 456.6 342.1 433.4 375.5 426.7 371.6 480.0 411.9 341.8 nm m m m nmn n + + + mnm mm 5 Yes 3 Yes 4 No 5 No 62 73 26 73 4 Yes 4 Yes 4 No 2 65 2.5 3 No 4 No 5 No 2.5 3 42 57 77 66 58 499.0 3 4397 5199 5013 3731 4892 3377 3412 3921 3696 3 No 3 Yes 5 No 2 No 3 3.5 535.0 550.0 335.0 450.0 599.0 515.0 27 1 2.5 88 62 4 Yes 389.3 4 No 3 73 368.3 3 Yes 2.5 64