Study Area

Dataset Overview

	0
Coordinate System	PROJCS["NAD_1983_Great_Lakes_Basin_Albers",GEOGCS["GCS_North_American_1983",DATUM["D_North_American_1983",SPHEROID["GRS_1980",6378137,298.257222101]],PRIMEM["Greenwich",0],UNIT["Degree",0.0174532925199433]],PROJECTION["Albers_Conic_Equal_Area"],PARAMETER["latitude_of_center",45.568977],PARAMETER["longitude_of_center",-84.455955],PARAMETER["standard_parallel_1",42.122774],PARAMETER["standard_parallel_2",49.01518],PARAMETER["false_easting",1000000],PARAMETER["false_northing",1000000],UNIT["Meter",1],AXIS["Easting",EAST],AXIS["Northing",NORTH]]
Features	77
Attributes	21
Included Attributes	[AREAID, response_r, accept_r, rev_rating, price_pp, room_type, num_spots, poverty, crowded, dependency, without_hs, unemployed, income_pc, harship_in, num_crimes, num_theft, population]
Excluded Attributes	{community, shape_len, geometry, shape_area}

Descriptive Statistics

Name	AREAID	response_r	accept_r	rev_rating	price_pp	room_type	num_spots	poverty	crowded	dependency	without_hs	unemployed	income_pc	harship_in	num_crimes	num_theft	population
Count	77.000	68.000	67.000	67.000	69.000	69.000	77.000	77.000	77.000	77.000	77.000	77.000	77.000	77.000	77.000	77.000	77.000
Mean	39.000	94.346	89.465	92.635	73.864	1.718	65.273	21.766	4.923	35.747	20.342	15.373	25563.169	49.506	6870.078	1527.351	35007.766
Std	22.372	6.516	13.727	3.693	35.212	0.401	142.899	11.530	3.683	7.328	11.823	7.543	15293.098	28.691	5879.232	1646.570	22361.946
Min	1.000	68.000	0.000	80.000	14.000	1.000	0.000	3.300	0.300	13.500	2.500	4.700	8201.000	1.000	537.000	104.000	2876.000
25%	20.000	92.340	85.969	91.000	52.700	1.483	2.000	13.200	2.300	32.000	11.800	9.200	15754.000	25.000	2707.000	568.000	18109.000
Median (50%)	39.000	95.073	91.143	93.223	70.000	1.655	7.000	18.900	3.800	38.100	18.500	13.900	21323.000	50.000	4894.000	1081.000	31028.000
75%	58.000	100.000	97.333	94.834	85.860	2.000	39.000	29.200	6.800	40.500	26.600	20.000	28887.000	74.000	9951.000	1748.000	48743.000
Max	77.000	100.000	100.000	100.000	176.376	3.000	741.000	56.500	15.800	51.500	54.800	35.900	88669.000	98.000	34365.000	8783.000	98514.000
Skewness	0.000	-1.792	-4.462	-0.910	0.873	0.819	3.184	0.813	1.231	-0.998	0.718	0.735	1.896	-0.001	1.794	2.785	0.903
Kurtosis	-1.200	4.054	27.369	1.476	1.020	1.415	10.464	0.353	1.125	0.608	0.224	-0.012	4.107	-1.199	4.983	8.774	0.282
Unique	77.000	45.000	50.000	64.000	66.000	50.000	42.000	67.000	56.000	66.000	69.000	66.000	77.000	77.000	77.000	76.000	77.000
Null	0.000	9.000	10.000	10.000	8.000	8.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000
Moran's I	0.671	NaN	NaN	NaN	NaN	NaN	0.538	0.481	0.452	0.622	0.538	0.565	0.588	0.539	0.359	0.505	0.294
p-value (Moran's I)	0.001	0.001	0.001	0.001	0.001	0.001	0.001	0.001	0.001	0.001	0.001	0.001	0.001	0.001	0.001	0.001	0.001
Geary's C	0.320	NaN	NaN	NaN	NaN	NaN	0.426	0.514	0.566	0.352	0.477	0.425	0.385	0.463	0.658	0.439	0.689
p-value (Geary's C)	0.001	0.001	0.001	0.001	0.001	0.001	0.001	0.001	0.001	0.001	0.001	0.001	0.001	0.001	0.001	0.001	0.001

Dataset Sample

	community	shape_area	shape_len	AREAID	response_r	accept_r	rev_rating	price_pp	room_type	num_spots	poverty	crowded	dependency	without_hs	unemployed	income_pc	harship_in	num_crimes	num_theft	population
26	WEST GARFIELD PARK	36092848.8151	26238.5419796	26	100.000000	100.000000	92.000000	31.666667	1.000000	1	41.7	9.4	43.6	24.5	25.8	10934	92	11932	1090	18001
57	BRIDGEPORT	58291519.2767	32732.7183268	60	94.636364	86.414634	92.382353	70.756028	1.553191	47	18.9	4.5	31.3	22.2	13.7	22694	43	3278	765	31977
73	MORGAN PARK	91877340.6988	46396.419362	75	85.500000	96.666667	97.000000	67.933333	1.000000	5	13.2	0.8	40.3	10.8	15.0	27149	30	3998	912	22544
56	LAKE VIEW	87214799.2728	51973.0968677	6	91.744917	85.661654	95.073913	121.037288	1.400657	609	11.4	1.1	17.0	2.6	4.7	60058	5	11401	4296	94368
42	BURNSIDE	16995983.2737	18137.9442529	47	NaN	NaN	NaN	95.000000	2.000000	1	33.0	6.8	42.7	19.3	18.6	12515	79	758	118	2916
15	IRVING PARK	89611382.3106	49083.2240938	16	95.492958	87.746269	95.081967	92.328889	1.573333	75	13.1	6.3	31.6	22.4	10.0	27249	34	5911	1409	53359
28	NEAR WEST SIDE	158492466.554	53003.5929406	28	91.489627	84.547009	94.049020	123.423028	1.465649	262	20.6	3.8	22.2	9.6	10.7	44689	15	16873	6143	54881
45	NORTH CENTER	57054167.85	31391.6697542	5	95.552083	84.750000	94.160494	103.812091	1.372549	102	7.5	0.3	26.2	4.5	5.2	57123	6	2811	995	31867
55	MCKINLEY PARK	39431799.6479	26014.0968371	59	100.000000	100.000000	93.250000	61.733333	1.400000	5	18.7	7.2	35.6	32.9	13.4	16954	61	2139	539	15612
12	NORTH PARK	70288706.4343	41581.9486539	13	84.800000	69.400000	94.400000	74.910714	1.285714	7	13.2	3.9	39.0	14.4	9.9	26576	33	1777	537	17931

Variable Statistics

Name	AREAID
Count	77.000
Mean	39.000
Std	22.372
Min	1.000
25%	20.000
Median (50%)	39.000
75%	58.000
Max	77.000
Skewness	0.000
Kurtosis	-1.200
Unique	77.000
Null	0.000
Moran's I	0.671
p-value (Moran's I)	0.001
Geary's C	0.320
p-value (Geary's C)	0.001

Descriptive Figures

Local Moran

Local Geary

Choropleth Maps

Variable Statistics

Name	response_r
Count	68.000
Mean	94.346
Std	6.516
Min	68.000
25%	92.340
Median (50%)	95.073
75%	100.000
Max	100.000
Skewness	-1.792
Kurtosis	4.054
Unique	45.000
Null	9.000
Moran's I	NaN
p-value (Moran's I)	0.001
Geary's C	NaN
p-value (Geary's C)	0.001

Descriptive Figures

Local Moran

Local Geary

Choropleth Maps

Variable Statistics

Name	accept_r
Count	67.000
Mean	89.465
Std	13.727
Min	0.000
25%	85.969
Median (50%)	91.143
75%	97.333
Max	100.000
Skewness	-4.462
Kurtosis	27.369
Unique	50.000
Null	10.000
Moran's I	NaN
p-value (Moran's I)	0.001
Geary's C	NaN
p-value (Geary's C)	0.001

Descriptive Figures

Local Moran

Local Geary

Choropleth Maps

Variable Statistics

Name	rev_rating
Count	67.000
Mean	92.635
Std	3.693
Min	80.000
25%	91.000
Median (50%)	93.223
75%	94.834
Max	100.000
Skewness	-0.910
Kurtosis	1.476
Unique	64.000
Null	10.000
Moran's I	NaN
p-value (Moran's I)	0.001
Geary's C	NaN
p-value (Geary's C)	0.001

Descriptive Figures

Local Moran

Local Geary

Choropleth Maps

Variable Statistics

Name	price_pp
Count	69.000
Mean	73.864
Std	35.212
Min	14.000
25%	52.700
Median (50%)	70.000
75%	85.860
Max	176.376
Skewness	0.873
Kurtosis	1.020
Unique	66.000
Null	8.000
Moran's I	NaN
p-value (Moran's I)	0.001
Geary's C	NaN
p-value (Geary's C)	0.001

Descriptive Figures

Local Moran

Local Geary

Choropleth Maps

Variable Statistics

Name	room_type
Count	69.000
Mean	1.718
Std	0.401
Min	1.000
25%	1.483
Median (50%)	1.655
75%	2.000
Max	3.000
Skewness	0.819
Kurtosis	1.415
Unique	50.000
Null	8.000
Moran's I	NaN
p-value (Moran's I)	0.001
Geary's C	NaN
p-value (Geary's C)	0.001

Descriptive Figures

Local Moran

Local Geary

Choropleth Maps

Variable Statistics

Name	num_spots
Count	77.000
Mean	65.273
Std	142.899
Min	0.000
25%	2.000
Median (50%)	7.000
75%	39.000
Max	741.000
Skewness	3.184
Kurtosis	10.464
Unique	42.000
Null	0.000
Moran's I	0.538
p-value (Moran's I)	0.001
Geary's C	0.426
p-value (Geary's C)	0.001

Descriptive Figures

Local Moran

Local Geary

Choropleth Maps

Variable Statistics

Name	poverty
Count	77.000
Mean	21.766
Std	11.530
Min	3.300
25%	13.200
Median (50%)	18.900
75%	29.200
Max	56.500
Skewness	0.813
Kurtosis	0.353
Unique	67.000
Null	0.000
Moran's I	0.481
p-value (Moran's I)	0.001
Geary's C	0.514
p-value (Geary's C)	0.001

Descriptive Figures

Local Moran

Local Geary

Choropleth Maps

Variable Statistics

Name	crowded
Count	77.000
Mean	4.923
Std	3.683
Min	0.300
25%	2.300
Median (50%)	3.800
75%	6.800
Max	15.800
Skewness	1.231
Kurtosis	1.125
Unique	56.000
Null	0.000
Moran's I	0.452
p-value (Moran's I)	0.001
Geary's C	0.566
p-value (Geary's C)	0.001

Descriptive Figures

Local Moran

Local Geary

Choropleth Maps

Variable Statistics

Name	dependency
Count	77.000
Mean	35.747
Std	7.328
Min	13.500
25%	32.000
Median (50%)	38.100
75%	40.500
Max	51.500
Skewness	-0.998
Kurtosis	0.608
Unique	66.000
Null	0.000
Moran's I	0.622
p-value (Moran's I)	0.001
Geary's C	0.352
p-value (Geary's C)	0.001

Descriptive Figures

Local Moran

Local Geary

Choropleth Maps

Variable Statistics

Name	without_hs
Count	77.000
Mean	20.342
Std	11.823
Min	2.500
25%	11.800
Median (50%)	18.500
75%	26.600
Max	54.800
Skewness	0.718
Kurtosis	0.224
Unique	69.000
Null	0.000
Moran's I	0.538
p-value (Moran's I)	0.001
Geary's C	0.477
p-value (Geary's C)	0.001

Descriptive Figures

Local Moran

Local Geary

Choropleth Maps

Variable Statistics

Name	unemployed
Count	77.000
Mean	15.373
Std	7.543
Min	4.700
25%	9.200
Median (50%)	13.900
75%	20.000
Max	35.900
Skewness	0.735
Kurtosis	-0.012
Unique	66.000
Null	0.000
Moran's I	0.565
p-value (Moran's I)	0.001
Geary's C	0.425
p-value (Geary's C)	0.001

Descriptive Figures

Local Moran

Local Geary

Choropleth Maps

Variable Statistics

Name	income_pc
Count	77.000
Mean	25563.169
Std	15293.098
Min	8201.000
25%	15754.000
Median (50%)	21323.000
75%	28887.000
Max	88669.000
Skewness	1.896
Kurtosis	4.107
Unique	77.000
Null	0.000
Moran's I	0.588
p-value (Moran's I)	0.001
Geary's C	0.385
p-value (Geary's C)	0.001

Descriptive Figures

Local Moran

Local Geary

Choropleth Maps

Variable Statistics

Name	harship_in
Count	77.000
Mean	49.506
Std	28.691
Min	1.000
25%	25.000
Median (50%)	50.000
75%	74.000
Max	98.000
Skewness	-0.001
Kurtosis	-1.199
Unique	77.000
Null	0.000
Moran's I	0.539
p-value (Moran's I)	0.001
Geary's C	0.463
p-value (Geary's C)	0.001

Descriptive Figures

Local Moran

Local Geary

Choropleth Maps

Variable Statistics

Name	num_crimes
Count	77.000
Mean	6870.078
Std	5879.232
Min	537.000
25%	2707.000
Median (50%)	4894.000
75%	9951.000
Max	34365.000
Skewness	1.794
Kurtosis	4.983
Unique	77.000
Null	0.000
Moran's I	0.359
p-value (Moran's I)	0.001
Geary's C	0.658
p-value (Geary's C)	0.001

Descriptive Figures

Local Moran

Local Geary

Choropleth Maps

Variable Statistics

Name	num_theft
Count	77.000
Mean	1527.351
Std	1646.570
Min	104.000
25%	568.000
Median (50%)	1081.000
75%	1748.000
Max	8783.000
Skewness	2.785
Kurtosis	8.774
Unique	76.000
Null	0.000
Moran's I	0.505
p-value (Moran's I)	0.001
Geary's C	0.439
p-value (Geary's C)	0.001

Descriptive Figures

Local Moran

Local Geary

Choropleth Maps

Variable Statistics

Name	population
Count	77.000
Mean	35007.766
Std	22361.946
Min	2876.000
25%	18109.000
Median (50%)	31028.000
75%	48743.000
Max	98514.000
Skewness	0.903
Kurtosis	0.282
Unique	77.000
Null	0.000
Moran's I	0.294
p-value (Moran's I)	0.001
Geary's C	0.689
p-value (Geary's C)	0.001

Descriptive Figures

Local Moran

Local Geary

Choropleth Maps

Correlation Heatmaps

Pairwise Plot

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Report Saved: 2023-10-05 21:15:41.404143

Generation Time: 178.4217