Home	Price	SqFt	Bedrooms	Bathrooms	Offers	Brick	Neighborhood
1	$575,500	1790	2	2	2	No	West
2	$572,000	2030	4	2	3	No	East
3	$571,000	1740	3	2	1	Yes	East
4	$474,500	1980	3	2	3	No	East
5	$599,000	2130	3	3	3	No	East
6	$573,000	1780	3	2	2	No	North
7	$758,000	1830	3	3	3	Yes	West
8	$753,500	2160	4	2	2	No	West
9	$596,000	2110	4	2	3	No	East
10	$520,000	1730	3	3	3	No	East
11	$662,500	2030	3	2	3	Yes	East
12	$615,000	1870	2	2	2	Yes	East
13	$513,000	1910	3	2	4	No	North
14	$631,500	2150	3	3	5	Yes	North
15	$884,000	2590	4	3	4	No	West
16	$729,000	1780	4	2	1	No	West
17	$735,500	2190	3	3	4	Yes	East
18	$418,000	1990	3	3	4	No	North
19	$557,000	1700	2	2	1	Yes	East
20	$836,000	1920	3	3	2	Yes	West
21	$581,000	1790	3	2	3	No	East
22	$569,000	2000	3	2	4	No	North
23	$458,500	1690	3	2	3	No	North
24	$530,500	1820	3	2	3	Yes	North
25	$782,000	2210	4	3	2	Yes	East
26	$746,500	2290	4	3	3	No	North
27	$685,000	2000	4	2	3	No	West
28	$496,500	1700	3	2	2	No	East
29	$345,500	1600	2	2	3	No	North
30	$940,000	2040	4	3	1	Yes	West
31	$910,000	2250	4	3	3	Yes	West
32	$561,500	1930	2	2	2	Yes	North
33	$675,000	2250	3	3	3	Yes	East
34	$698,000	2280	5	3	4	Yes	East
35	$589,000	2000	2	2	3	No	North
36	$585,500	2080	3	3	3	No	North
37	$587,500	1880	2	2	2	No	North
38	$735,000	2420	4	3	4	No	West
39	$656,500	1720	3	2	1	No	West
40	$541,000	1740	3	2	2	No	North
41	$533,000	1560	2	2	1	No	East
42	$668,000	1840	4	3	2	No	West
43	$528,000	1990	2	2	3	No	East
44	$770,000	1920	3	2	1	Yes	East
45	$832,500	1940	3	3	2	Yes	West
46	$516,000	1810	3	2	3	No	East
47	$649,000	1990	2	3	2	Yes	East
48	$451,500	2050	3	2	6	No	North
49	$579,500	1980	2	2	2	No	East
50	$537,500	1700	3	2	3	Yes	North
51	$755,500	2100	3	2	3	Yes	East
52	$455,500	1860	2	2	3	No	North
53	$587,000	2150	2	3	4	No	North
54	$654,000	2100	3	2	3	No	North
55	$406,500	1650	3	2	3	No	North
56	$628,500	1720	2	2	2	Yes	East
57	$704,500	2190	3	2	3	Yes	East
58	$761,500	2240	4	3	3	No	West
59	$690,500	1840	3	3	1	No	West
60	$777,000	2090	4	2	1	No	West
61	$904,500	2200	3	3	1	No	West
62	$504,500	1610	2	2	2	No	North
63	$806,500	2220	4	3	2	No	West
64	$602,500	1910	2	3	2	No	East
65	$651,500	1860	3	2	2	No	West
66	$555,500	1450	2	2	1	Yes	North
67	$631,000	2210	3	3	4	No	North
68	$759,500	2040	4	3	3	No	East
69	$468,000	2140	3	2	4	No	North
70	$828,000	2080	4	3	3	No	West
71	$833,500	1950	3	3	3	Yes	West
72	$788,000	2160	4	2	1	No	West
73	$536,500	1650	3	2	3	No	North
74	$628,500	2040	3	2	2	No	East
75	$721,000	2140	3	3	3	No	West
76	$534,500	1900	2	2	2	No	North
77	$649,000	1930	3	2	2	No	West
78	$882,500	2280	4	3	3	Yes	West
79	$606,500	2130	3	2	3	No	North
80	$718,000	1780	4	2	1	No	West
81	$717,000	2190	3	3	4	Yes	East
82	$921,500	2140	4	3	2	Yes	West
83	$824,000	2050	2	2	1	Yes	West
84	$738,500	2410	3	3	2	No	East
85	$452,500	1520	2	2	3	No	North
86	$941,500	2250	4	3	2	Yes	West
87	$513,500	1900	4	2	4	No	North
88	$862,500	1880	3	3	1	Yes	West
89	$638,500	1930	3	3	2	No	North
90	$489,000	2010	2	2	4	No	North
91	$715,500	1920	4	2	2	No	West
92	$582,500	2150	3	2	2	No	East
93	$713,000	2110	3	2	2	No	West
94	$785,500	2080	3	3	2	No	East
95	$803,000	2150	4	3	3	Yes	West
96	$762,500	1970	2	2	1	Yes	West
97	$666,500	2440	3	3	3	No	East
98	$634,000	2000	2	2	1	Yes	East
99	$727,500	2060	3	2	1	No	West
100	$855,000	2080	3	3	2	Yes	West
101	$516,000	2010	3	2	5	No	North
102	$615,500	2260	3	3	5	No	East
103	$684,000	2410	3	3	4	No	East
104	$1,056,000	2440	4	3	3	Yes	West
105	$411,500	1910	3	2	4	No	East
106	$734,500	2530	4	3	4	No	West
107	$542,500	2130	3	2	4	No	North
108	$670,000	1890	3	2	1	Yes	East
109	$585,000	1990	3	3	3	Yes	East
110	$543,500	2110	3	2	3	No	East
111	$558,000	1710	2	2	1	No	North
112	$574,500	1740	2	2	2	No	North
113	$618,000	1940	2	2	2	Yes	East
114	$578,500	2000	3	2	3	Yes	North
115	$622,500	2010	4	3	2	No	East
116	$512,500	1900	3	3	3	No	North
117	$997,500	2290	5	4	1	Yes	West
118	$589,000	1920	3	2	2	No	North
119	$751,000	1950	3	2	3	Yes	North
120	$548,500	1920	2	2	4	No	North
121	$552,000	1930	2	3	3	No	North
122	$528,000	1930	3	3	3	No	East
123	$724,000	2060	2	2	1	Yes	East
124	$598,500	1900	3	3	3	Yes	East
125	$739,500	2160	4	3	3	Yes	East
126	$567,500	2070	2	2	2	No	North
127	$749,500	2020	3	3	1	No	West
128	$623,000	2250	3	2	4	No	North

1. Create a categorical variable "HomeSize" with three categories: small, medium, large based on the square footage (SqFt) as follows: small for 1401-1800 sq.ft., medium for 1801-2200 sq.ft, and large for 2201-2600 sq. ft. In a concise way, explain how you created the categorical variable. Provide a snippet of the first few rows of data with the variable HomeSize.