gimi9 Pandas Profiling

Dataset statistics

Number of variables	10
Number of observations	36
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	3.3 KiB
Average record size in memory	92.7 B

Variable types

Categorical	2
Numeric	8

Dataset

Description	인천광역시 주택가격 현황(주택매매가격지수, 주택전세가격지수)등의 지수 정보(2022년 6월 기준)입니다.
Author	인천광역시
URL	https://data.incheon.go.kr/findData/publicDataDetail?dataId=15055204&srcSe=7661IVAWM27C61E190

Alerts

`매매(종합)지수` is highly overall correlated with `매매(아파트)지수` and 3 other fields	High correlation
`매매(종합)가격 변동률` is highly overall correlated with `매매(아파트)가격 변동률` and 2 other fields	High correlation
`매매(아파트)지수` is highly overall correlated with `매매(종합)지수` and 3 other fields	High correlation
`매매(아파트)가격 변동률` is highly overall correlated with `매매(종합)가격 변동률` and 2 other fields	High correlation
`전세(종합)지수` is highly overall correlated with `매매(종합)지수` and 3 other fields	High correlation
`전세(종합)가격 변동률` is highly overall correlated with `매매(종합)가격 변동률` and 2 other fields	High correlation
`전세(아파트)지수` is highly overall correlated with `매매(종합)지수` and 3 other fields	High correlation
`전세(아파트)가격 변동률` is highly overall correlated with `매매(종합)가격 변동률` and 2 other fields	High correlation
`시점` is highly overall correlated with `매매(종합)지수` and 3 other fields	High correlation
`전세(종합)지수` has unique values	Unique
`전세(아파트)지수` has unique values	Unique
`전세(종합)가격 변동률` has 1 (2.8%) zeros	Zeros

Reproduction

Analysis started	2024-03-13 06:11:16.372661
Analysis finished	2024-03-13 06:11:23.485001
Duration	7.11 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

시점
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	11.1%
Missing	0
Missing (%)	0.0%
Memory size	420.0 B

2022	9
2021	9
2020	9
2019	9

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2022
2nd row	2022
3rd row	2022
4th row	2022
5th row	2022

Common Values

Value	Count	Frequency (%)
2022	9	25.0%
2021	9	25.0%
2020	9	25.0%
2019	9	25.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2022	9	25.0%
2021	9	25.0%
2020	9	25.0%
2019	9	25.0%

행정구역별(시군구)
Categorical

Distinct	9
Distinct (%)	25.0%
Missing	0
Missing (%)	0.0%
Memory size	420.0 B

인천광역시	4
중구	4
동구	4
미추홀구	4
연수구	4
Other values (4)	16

Length

Max length	5
Median length	4
Mean length	3
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	인천광역시
2nd row	중구
3rd row	동구
4th row	미추홀구
5th row	연수구

Common Values

Value	Count	Frequency (%)
인천광역시	4	11.1%
중구	4	11.1%
동구	4	11.1%
미추홀구	4	11.1%
연수구	4	11.1%
남동구	4	11.1%
부평구	4	11.1%
계양구	4	11.1%
서구	4	11.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
인천광역시	4	11.1%
중구	4	11.1%
동구	4	11.1%
미추홀구	4	11.1%
연수구	4	11.1%
남동구	4	11.1%
부평구	4	11.1%
계양구	4	11.1%
서구	4	11.1%

매매(종합)지수
Real number (ℝ)

HIGH CORRELATION

Distinct	34
Distinct (%)	94.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	98.416667

Minimum	73.6
Maximum	112.1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	73.6
5-th percentile	84.85
Q1	91.75
median	100.05
Q3	107.05
95-th percentile	109.725
Maximum	112.1
Range	38.5
Interquartile range (IQR)	15.3

Descriptive statistics

Standard deviation	9.71995
Coefficient of variation (CV)	0.098763252
Kurtosis	-0.66932325
Mean	98.416667
Median Absolute Deviation (MAD)	7.45
Skewness	-0.49898973
Sum	3543
Variance	94.477429
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=34)

Value	Count	Frequency (%)
107.2	2	5.6%
107.7	2	5.6%
91.3	1	2.8%
83.2	1	2.8%
92.4	1	2.8%
93.0	1	2.8%
93.7	1	2.8%
91.9	1	2.8%
86.3	1	2.8%
93.6	1	2.8%
Other values (24)	24	66.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
73.6	1	2.8%
83.2	1	2.8%
85.4	1	2.8%
86.0	1	2.8%
86.3	1	2.8%
86.6	1	2.8%
90.0	1	2.8%
90.6	1	2.8%
91.3	1	2.8%
91.9	1	2.8%

Value	Count	Frequency (%)
112.1	1	2.8%
110.1	1	2.8%
109.6	1	2.8%
109.0	1	2.8%
107.7	2	5.6%
107.3	1	2.8%
107.2	2	5.6%
107.0	1	2.8%
106.6	1	2.8%
106.5	1	2.8%

매매(종합)가격 변동률
Real number (ℝ)

HIGH CORRELATION

Distinct	26
Distinct (%)	72.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2975

Minimum	-0.6
Maximum	1.26
Zeros	0
Zeros (%)	0.0%
Negative	10
Negative (%)	27.8%
Memory size	456.0 B

Quantile statistics

Minimum	-0.6
5-th percentile	-0.1475
Q1	-0.015
median	0.32
Q3	0.48
95-th percentile	0.875
Maximum	1.26
Range	1.86
Interquartile range (IQR)	0.495

Descriptive statistics

Standard deviation	0.35897772
Coefficient of variation (CV)	1.2066478
Kurtosis	1.0536603
Mean	0.2975
Median Absolute Deviation (MAD)	0.165
Skewness	0.20242153
Sum	10.71
Variance	0.128865
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0.41	4	11.1%
-0.07	3	8.3%
0.48	3	8.3%
0.23	2	5.6%
0.49	2	5.6%
0.29	2	5.6%
-0.14	1	2.8%
0.34	1	2.8%
0.43	1	2.8%
0.75	1	2.8%
Other values (16)	16	44.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.6	1	2.8%
-0.17	1	2.8%
-0.14	1	2.8%
-0.13	1	2.8%
-0.09	1	2.8%
-0.07	3	8.3%
-0.03	1	2.8%
-0.01	1	2.8%
0.17	1	2.8%
0.18	1	2.8%

Value	Count	Frequency (%)
1.26	1	2.8%
1.01	1	2.8%
0.83	1	2.8%
0.75	1	2.8%
0.59	1	2.8%
0.5	1	2.8%
0.49	2	5.6%
0.48	3	8.3%
0.43	1	2.8%
0.42	1	2.8%

매매(아파트)지수
Real number (ℝ)

HIGH CORRELATION

Distinct	35
Distinct (%)	97.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	97.425

Minimum	71.5
Maximum	113.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	71.5
5-th percentile	80.15
Q1	87.525
median	99.5
Q3	108.75
95-th percentile	111.45
Maximum	113.2
Range	41.7
Interquartile range (IQR)	21.225

Descriptive statistics

Standard deviation	12.47279
Coefficient of variation (CV)	0.12802454
Kurtosis	-1.4302072
Mean	97.425
Median Absolute Deviation (MAD)	10.25
Skewness	-0.29361025
Sum	3507.3
Variance	155.5705
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=35)

Value	Count	Frequency (%)
89.3	2	5.6%
109.2	1	2.8%
106.8	1	2.8%
93.6	1	2.8%
90.9	1	2.8%
81.8	1	2.8%
90.5	1	2.8%
87.8	1	2.8%
80.5	1	2.8%
86.7	1	2.8%
Other values (25)	25	69.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
71.5	1	2.8%
79.7	1	2.8%
80.3	1	2.8%
80.5	1	2.8%
81.4	1	2.8%
81.8	1	2.8%
85.2	1	2.8%
85.5	1	2.8%
86.7	1	2.8%
87.8	1	2.8%

Value	Count	Frequency (%)
113.2	1	2.8%
111.6	1	2.8%
111.4	1	2.8%
111.0	1	2.8%
110.7	1	2.8%
110.3	1	2.8%
109.8	1	2.8%
109.3	1	2.8%
109.2	1	2.8%
108.6	1	2.8%

매매(아파트)가격 변동률
Real number (ℝ)

HIGH CORRELATION

Distinct	32
Distinct (%)	88.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.33777778

Minimum	-0.68
Maximum	1.11
Zeros	0
Zeros (%)	0.0%
Negative	10
Negative (%)	27.8%
Memory size	456.0 B

Quantile statistics

Minimum	-0.68
5-th percentile	-0.285
Q1	-0.125
median	0.425
Q3	0.6325
95-th percentile	0.9875
Maximum	1.11
Range	1.79
Interquartile range (IQR)	0.7575

Descriptive statistics

Standard deviation	0.43248195
Coefficient of variation (CV)	1.2803742
Kurtosis	-0.46271659
Mean	0.33777778
Median Absolute Deviation (MAD)	0.275
Skewness	-0.36021601
Sum	12.16
Variance	0.18704063
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
0.31	2	5.6%
0.7	2	5.6%
-0.15	2	5.6%
0.41	2	5.6%
-0.26	1	2.8%
0.75	1	2.8%
0.43	1	2.8%
1.11	1	2.8%
1.1	1	2.8%
0.62	1	2.8%
Other values (22)	22	61.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.68	1	2.8%
-0.3	1	2.8%
-0.28	1	2.8%
-0.26	1	2.8%
-0.23	1	2.8%
-0.18	1	2.8%
-0.15	2	5.6%
-0.14	1	2.8%
-0.12	1	2.8%
0.12	1	2.8%

Value	Count	Frequency (%)
1.11	1	2.8%
1.1	1	2.8%
0.95	1	2.8%
0.83	1	2.8%
0.75	1	2.8%
0.71	1	2.8%
0.7	2	5.6%
0.64	1	2.8%
0.63	1	2.8%
0.62	1	2.8%

전세(종합)지수
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	36
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	97.930389

Minimum	77.871
Maximum	111.077
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	77.871
5-th percentile	87.88375
Q1	93.261
median	98.888
Q3	103.688
95-th percentile	106.2695
Maximum	111.077
Range	33.206
Interquartile range (IQR)	10.427

Descriptive statistics

Standard deviation	7.2854016
Coefficient of variation (CV)	0.074393676
Kurtosis	0.02146899
Mean	97.930389
Median Absolute Deviation (MAD)	5.025
Skewness	-0.57185406
Sum	3525.494
Variance	53.077077
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=36)

Value	Count	Frequency (%)
103.633	1	2.8%
94.673	1	2.8%
97.701	1	2.8%
90.628	1	2.8%
93.886	1	2.8%
94.566	1	2.8%
95.33	1	2.8%
92.433	1	2.8%
88.513	1	2.8%
89.538	1	2.8%
Other values (26)	26	72.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
77.871	1	2.8%
85.996	1	2.8%
88.513	1	2.8%
89.029	1	2.8%
89.229	1	2.8%
89.538	1	2.8%
90.628	1	2.8%
90.911	1	2.8%
92.433	1	2.8%
93.537	1	2.8%

Value	Count	Frequency (%)
111.077	1	2.8%
106.709	1	2.8%
106.123	1	2.8%
106.052	1	2.8%
105.207	1	2.8%
105.184	1	2.8%
104.628	1	2.8%
103.936	1	2.8%
103.766	1	2.8%
103.662	1	2.8%

전세(종합)가격 변동률
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	32
Distinct (%)	88.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.37583333

Minimum	-1.45
Maximum	4.72
Zeros	1
Zeros (%)	2.8%
Negative	7
Negative (%)	19.4%
Memory size	456.0 B

Quantile statistics

Minimum	-1.45
5-th percentile	-0.42
Q1	0.0175
median	0.27
Q3	0.57
95-th percentile	1.1175
Maximum	4.72
Range	6.17
Interquartile range (IQR)	0.5525

Descriptive statistics

Standard deviation	0.89246489
Coefficient of variation (CV)	2.3746294
Kurtosis	16.484868
Mean	0.37583333
Median Absolute Deviation (MAD)	0.265
Skewness	3.217211
Sum	13.53
Variance	0.79649357
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
0.1	2	5.6%
-0.42	2	5.6%
0.32	2	5.6%
0.33	2	5.6%
0.26	1	2.8%
1.04	1	2.8%
0.84	1	2.8%
0.63	1	2.8%
1.08	1	2.8%
-0.3	1	2.8%
Other values (22)	22	61.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1.45	1	2.8%
-0.42	2	5.6%
-0.3	1	2.8%
-0.1	1	2.8%
-0.06	1	2.8%
-0.05	1	2.8%
0.0	1	2.8%
0.01	1	2.8%
0.02	1	2.8%
0.05	1	2.8%

Value	Count	Frequency (%)
4.72	1	2.8%
1.23	1	2.8%
1.08	1	2.8%
1.04	1	2.8%
0.86	1	2.8%
0.84	1	2.8%
0.74	1	2.8%
0.65	1	2.8%
0.63	1	2.8%
0.55	1	2.8%

전세(아파트)지수
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	36
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	96.882722

Minimum	76.103
Maximum	112.225
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	456.0 B

Quantile statistics

Minimum	76.103
5-th percentile	82.6255
Q1	89.8145
median	98.0225
Q3	105.1795
95-th percentile	108.41375
Maximum	112.225
Range	36.122
Interquartile range (IQR)	15.365

Descriptive statistics

Standard deviation	9.4937089
Coefficient of variation (CV)	0.097991765
Kurtosis	-1.0063528
Mean	96.882722
Median Absolute Deviation (MAD)	7.618
Skewness	-0.35722979
Sum	3487.778
Variance	90.130509
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=36)

Value	Count	Frequency (%)
104.403	1	2.8%
91.32	1	2.8%
95.436	1	2.8%
89.869	1	2.8%
91.411	1	2.8%
91.841	1	2.8%
92.974	1	2.8%
89.651	1	2.8%
83.394	1	2.8%
83.131	1	2.8%
Other values (26)	26	72.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
76.103	1	2.8%
81.109	1	2.8%
83.131	1	2.8%
83.394	1	2.8%
84.269	1	2.8%
85.125	1	2.8%
86.857	1	2.8%
88.84	1	2.8%
89.651	1	2.8%
89.869	1	2.8%

Value	Count	Frequency (%)
112.225	1	2.8%
108.656	1	2.8%
108.333	1	2.8%
106.834	1	2.8%
106.7	1	2.8%
106.476	1	2.8%
106.174	1	2.8%
105.965	1	2.8%
105.316	1	2.8%
105.134	1	2.8%

전세(아파트)가격 변동률
Real number (ℝ)

HIGH CORRELATION

Distinct	30
Distinct (%)	83.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.48694444

Minimum	-1.66
Maximum	5.24
Zeros	0
Zeros (%)	0.0%
Negative	8
Negative (%)	22.2%
Memory size	456.0 B

Quantile statistics

Minimum	-1.66
5-th percentile	-0.625
Q1	0.02
median	0.38
Q3	0.7525
95-th percentile	1.725
Maximum	5.24
Range	6.9
Interquartile range (IQR)	0.7325

Descriptive statistics

Standard deviation	1.0549552
Coefficient of variation (CV)	2.1664795
Kurtosis	11.609121
Mean	0.48694444
Median Absolute Deviation (MAD)	0.36
Skewness	2.5407694
Sum	17.53
Variance	1.1129304
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
0.82	2	5.6%
0.35	2	5.6%
0.49	2	5.6%
0.39	2	5.6%
0.02	2	5.6%
-0.13	2	5.6%
0.05	1	2.8%
0.19	1	2.8%
1.67	1	2.8%
1.89	1	2.8%
Other values (20)	20	55.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1.66	1	2.8%
-0.64	1	2.8%
-0.62	1	2.8%
-0.49	1	2.8%
-0.13	2	5.6%
-0.1	1	2.8%
-0.01	1	2.8%
0.02	2	5.6%
0.03	1	2.8%
0.05	1	2.8%

Value	Count	Frequency (%)
5.24	1	2.8%
1.89	1	2.8%
1.67	1	2.8%
1.44	1	2.8%
1.25	1	2.8%
1.1	1	2.8%
0.93	1	2.8%
0.82	2	5.6%
0.73	1	2.8%
0.59	1	2.8%

Heatmap
Table

	시점	행정구역별(시군구)	매매(종합)지수	매매(종합)가격 변동률	매매(아파트)지수	매매(아파트)가격 변동률	전세(종합)지수	전세(종합)가격 변동률	전세(아파트)지수	전세(아파트)가격 변동률
시점	1.000	0.000	0.748	0.698	0.907	0.650	0.727	0.625	0.832	0.620
행정구역별(시군구)	0.000	1.000	0.000	0.000	0.000	0.000	0.000	0.038	0.214	0.000
매매(종합)지수	0.748	0.000	1.000	0.742	0.894	0.674	0.887	0.758	0.884	0.817
매매(종합)가격 변동률	0.698	0.000	0.742	1.000	0.139	0.934	0.133	0.878	0.101	0.790
매매(아파트)지수	0.907	0.000	0.894	0.139	1.000	0.698	0.896	0.000	0.881	0.000
매매(아파트)가격 변동률	0.650	0.000	0.674	0.934	0.698	1.000	0.678	0.744	0.510	0.675
전세(종합)지수	0.727	0.000	0.887	0.133	0.896	0.678	1.000	0.714	0.912	0.312
전세(종합)가격 변동률	0.625	0.038	0.758	0.878	0.000	0.744	0.714	1.000	0.523	0.944
전세(아파트)지수	0.832	0.214	0.884	0.101	0.881	0.510	0.912	0.523	1.000	0.374
전세(아파트)가격 변동률	0.620	0.000	0.817	0.790	0.000	0.675	0.312	0.944	0.374	1.000

Heatmap
Table

	행정구역별(시군구)	시점
행정구역별(시군구)	1.000	0.000
시점	0.000	1.000

Heatmap
Table

	매매(종합)지수	매매(종합)가격 변동률	매매(아파트)지수	매매(아파트)가격 변동률	전세(종합)지수	전세(종합)가격 변동률	전세(아파트)지수	전세(아파트)가격 변동률	시점	행정구역별(시군구)
매매(종합)지수	1.000	-0.358	0.991	-0.381	0.969	-0.407	0.946	-0.459	0.594	0.000
매매(종합)가격 변동률	-0.358	1.000	-0.321	0.952	-0.304	0.724	-0.261	0.694	0.484	0.000
매매(아파트)지수	0.991	-0.321	1.000	-0.354	0.966	-0.379	0.947	-0.432	0.569	0.000
매매(아파트)가격 변동률	-0.381	0.952	-0.354	1.000	-0.350	0.741	-0.317	0.726	0.435	0.000
전세(종합)지수	0.969	-0.304	0.966	-0.350	1.000	-0.344	0.991	-0.401	0.516	0.000
전세(종합)가격 변동률	-0.407	0.724	-0.379	0.741	-0.344	1.000	-0.304	0.986	0.436	0.000
전세(아파트)지수	0.946	-0.261	0.947	-0.317	0.991	-0.304	1.000	-0.363	0.601	0.014
전세(아파트)가격 변동률	-0.459	0.694	-0.432	0.726	-0.401	0.986	-0.363	1.000	0.410	0.000
시점	0.594	0.484	0.569	0.435	0.516	0.436	0.601	0.410	1.000	0.000
행정구역별(시군구)	0.000	0.000	0.000	0.000	0.000	0.000	0.014	0.000	0.000	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	시점	행정구역별(시군구)	매매(종합)지수	매매(종합)가격 변동률	매매(아파트)지수	매매(아파트)가격 변동률	전세(종합)지수	전세(종합)가격 변동률	전세(아파트)지수	전세(아파트)가격 변동률
0	2022	인천광역시	107.2	-0.14	109.2	-0.26	103.633	-0.3	104.403	-0.49
1	2022	중구	105.1	-0.07	106.8	-0.18	99.844	-0.42	99.421	-0.64
2	2022	동구	104.4	-0.13	105.4	-0.3	102.889	0.02	104.493	0.03
3	2022	미추홀구	107.2	-0.01	108.2	-0.12	106.052	0.0	106.834	-0.13
4	2022	연수구	110.1	-0.6	111.0	-0.68	105.207	-1.45	105.316	-1.66
5	2022	남동구	105.5	-0.09	107.2	-0.14	103.432	-0.1	104.88	-0.13
6	2022	부평구	107.7	-0.07	110.3	-0.15	103.936	-0.05	106.174	-0.1
7	2022	계양구	109.6	-0.07	111.6	-0.15	106.709	-0.06	108.656	-0.01
8	2022	서구	106.6	-0.17	108.6	-0.23	100.359	-0.42	99.319	-0.62
9	2021	인천광역시	107.3	0.49	109.8	0.52	104.628	0.33	106.476	0.37

	시점	행정구역별(시군구)	매매(종합)지수	매매(종합)가격 변동률	매매(아파트)지수	매매(아파트)가격 변동률	전세(종합)지수	전세(종합)가격 변동률	전세(아파트)지수	전세(아파트)가격 변동률
26	2020	서구	91.9	0.29	87.8	0.41	92.433	1.08	89.651	1.67
27	2019	인천광역시	86.3	0.41	80.5	0.48	88.513	0.26	83.394	0.39
28	2019	중구	91.3	0.41	86.7	0.7	89.538	0.19	83.131	0.35
29	2019	동구	93.6	-0.03	92.1	-0.28	96.575	0.01	95.045	0.02
30	2019	미추홀구	90.6	0.48	85.2	0.63	93.537	0.05	88.84	0.05
31	2019	연수구	73.6	0.75	71.5	0.83	77.871	0.74	76.103	0.82
32	2019	남동구	86.0	0.43	81.4	0.45	89.229	0.1	85.125	0.19
33	2019	부평구	86.6	0.41	80.3	0.46	89.029	0.24	84.269	0.35
34	2019	계양구	90.0	0.23	85.5	0.31	90.911	0.35	86.857	0.49
35	2019	서구	85.4	0.34	79.7	0.31	85.996	0.32	81.109	0.42

Overview

Variables

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample