gimi9 Pandas Profiling

Dataset statistics

Number of variables	17
Number of observations	10000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.5 MiB
Average record size in memory	159.0 B

Variable types

Numeric	14
Categorical	2
Text	1

Dataset

Description	파일 다운로드
Author	서울특별시
URL	https://data.seoul.go.kr/dataList/OA-22266/F/1/datasetView.do

Alerts

`행정동코드` is highly overall correlated with `자치구`	High correlation
`연령대` is highly overall correlated with `외출이 매우 많은 집단`	High correlation
`총인구` is highly overall correlated with `1인가구수` and 3 other fields	High correlation
`1인가구수` is highly overall correlated with `총인구` and 7 other fields	High correlation
`커뮤니케이션이 적은 집단` is highly overall correlated with `1인가구수` and 6 other fields	High correlation
`평일 외출이 적은 집단` is highly overall correlated with `1인가구수` and 7 other fields	High correlation
`휴일 외출이 적은 집단` is highly overall correlated with `1인가구수` and 6 other fields	High correlation
`출근소요시간 및 근무시간이 많은 집단` is highly overall correlated with `1인가구수` and 8 other fields	High correlation
`외출이 매우 적은 집단(전체)` is highly overall correlated with `총인구` and 3 other fields	High correlation
`외출이 매우 많은 집단` is highly overall correlated with `연령대` and 1 other fields	High correlation
`동영상서비스 이용이 많은 집단` is highly overall correlated with `1인가구수` and 8 other fields	High correlation
`생활서비스 이용이 많은 집단` is highly overall correlated with `1인가구수` and 6 other fields	High correlation
`재정상태에 대한 관심집단` is highly overall correlated with `1인가구수` and 6 other fields	High correlation
`외출-커뮤니케이션이 모두 적은 집단(전체)` is highly overall correlated with `총인구` and 4 other fields	High correlation
`자치구` is highly overall correlated with `행정동코드`	High correlation
`휴일 외출이 적은 집단` has 117 (1.2%) zeros	Zeros
`외출이 매우 적은 집단(전체)` has 368 (3.7%) zeros	Zeros
`외출-커뮤니케이션이 모두 적은 집단(전체)` has 456 (4.6%) zeros	Zeros

Reproduction

Analysis started	2024-05-04 06:13:17.006586
Analysis finished	2024-05-04 06:14:50.962290
Duration	1 minute and 33.96 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

행정동코드
Real number (ℝ)

HIGH CORRELATION

Distinct	424
Distinct (%)	4.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1113653.4

Minimum	1101053
Maximum	1125074
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1101053
5-th percentile	1102058
Q1	1107069.8
median	1114068
Q3	1120073
95-th percentile	1124079
Maximum	1125074
Range	24021
Interquartile range (IQR)	13003.25

Descriptive statistics

Standard deviation	7403.0462
Coefficient of variation (CV)	0.0066475314
Kurtosis	-1.2519907
Mean	1113653.4
Median Absolute Deviation (MAD)	6990
Skewness	-0.081926632
Sum	1.1136534 × 10¹⁰
Variance	54805092
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1122051	24	0.2%
1112056	24	0.2%
1102065	24	0.2%
1113072	24	0.2%
1102060	24	0.2%
1113073	24	0.2%
1110053	24	0.2%
1117065	24	0.2%
1125065	24	0.2%
1103059	24	0.2%
Other values (414)	9760	97.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1101053	24	0.2%
1101054	23	0.2%
1101055	23	0.2%
1101056	23	0.2%
1101057	23	0.2%
1101058	24	0.2%
1101060	23	0.2%
1101061	23	0.2%
1101063	23	0.2%
1101064	24	0.2%

Value	Count	Frequency (%)
1125074	24	0.2%
1125073	24	0.2%
1125072	23	0.2%
1125071	23	0.2%
1125070	24	0.2%
1125067	24	0.2%
1125066	23	0.2%
1125065	24	0.2%
1125063	24	0.2%
1125061	24	0.2%

자치구
Categorical

HIGH CORRELATION

Distinct	25
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

송파구	638
강남구	518
관악구	494
성북구	476
강서구	470
Other values (20)	7404

Length

Max length	4
Median length	3
Mean length	3.0714
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	서초구
2nd row	양천구
3rd row	동대문구
4th row	영등포구
5th row	영등포구

Common Values

Value	Count	Frequency (%)
송파구	638	6.4%
강남구	518	5.2%
관악구	494	4.9%
성북구	476	4.8%
강서구	470	4.7%
노원구	447	4.5%
양천구	425	4.2%
강동구	424	4.2%
서초구	423	4.2%
영등포구	412	4.1%
Other values (15)	5273	52.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
송파구	638	6.4%
강남구	518	5.2%
관악구	494	4.9%
성북구	476	4.8%
강서구	470	4.7%
노원구	447	4.5%
양천구	425	4.2%
강동구	424	4.2%
서초구	423	4.2%
영등포구	412	4.1%
Other values (15)	5273	52.7%

행정동명
Text

Distinct	423
Distinct (%)	4.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	11
Median length	4
Mean length	3.7905
Min length	2

Characters and Unicode

Total characters	37905
Distinct characters	188
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	3 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	서초1동
2nd row	신월7동
3rd row	장안2동
4th row	양평1동
5th row	당산1동

Value	Count	Frequency (%)
신사동	47	0.5%
신월1동	24	0.2%
돈암1동	24	0.2%
가락2동	24	0.2%
잠실본동	24	0.2%
방학2동	24	0.2%
가락본동	24	0.2%
성현동	24	0.2%
원효로2동	24	0.2%
증산동	24	0.2%
Other values (413)	9737	97.4%

Most occurring characters

Value	Count	Frequency (%)
동	10048	26.5%
1	2297	6.1%
2	2285	6.0%
3	1007	2.7%
신	887	2.3%
4	611	1.6%
가	542	1.4%
곡	424	1.1%
계	400	1.1%
화	399	1.1%
Other values (178)	19005	50.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	30823	81.3%
Decimal Number	6874	18.1%
Other Punctuation	208	0.5%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	10048	32.6%
신	887	2.9%
가	542	1.8%
곡	424	1.4%
계	400	1.3%
화	399	1.3%
산	380	1.2%
성	380	1.2%
상	375	1.2%
방	371	1.2%
Other values (167)	16617	53.9%

Decimal Number

Value	Count	Frequency (%)
1	2297	33.4%
2	2285	33.2%
3	1007	14.6%
4	611	8.9%
5	256	3.7%
6	162	2.4%
7	138	2.0%
8	71	1.0%
9	24	0.3%
0	23	0.3%

Other Punctuation

Value	Count	Frequency (%)
·	208	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	30823	81.3%
Common	7082	18.7%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	10048	32.6%
신	887	2.9%
가	542	1.8%
곡	424	1.4%
계	400	1.3%
화	399	1.3%
산	380	1.2%
성	380	1.2%
상	375	1.2%
방	371	1.2%
Other values (167)	16617	53.9%

Common

Value	Count	Frequency (%)
1	2297	32.4%
2	2285	32.3%
3	1007	14.2%
4	611	8.6%
5	256	3.6%
·	208	2.9%
6	162	2.3%
7	138	1.9%
8	71	1.0%
9	24	0.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	30823	81.3%
ASCII	6874	18.1%
None	208	0.5%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
동	10048	32.6%
신	887	2.9%
가	542	1.8%
곡	424	1.4%
계	400	1.3%
화	399	1.3%
산	380	1.2%
성	380	1.2%
상	375	1.2%
방	371	1.2%
Other values (167)	16617	53.9%

ASCII

Value	Count	Frequency (%)
1	2297	33.4%
2	2285	33.2%
3	1007	14.6%
4	611	8.9%
5	256	3.7%
6	162	2.4%
7	138	2.0%
8	71	1.0%
9	24	0.3%
0	23	0.3%

None

Value	Count	Frequency (%)
·	208	100.0%

성별
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

2	5001
1	4999

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
2	5001	50.0%
1	4999	50.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	5001	50.0%
1	4999	50.0%

연령대
Real number (ℝ)

HIGH CORRELATION

Distinct	12
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	47.522

Minimum	20
Maximum	75
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	20
5-th percentile	20
Q1	35
median	50
Q3	65
95-th percentile	75
Maximum	75
Range	55
Interquartile range (IQR)	30

Descriptive statistics

Standard deviation	17.256283
Coefficient of variation (CV)	0.36312198
Kurtosis	-1.2165749
Mean	47.522
Median Absolute Deviation (MAD)	15
Skewness	-0.00096631443
Sum	475220
Variance	297.77929
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
45	839	8.4%
65	836	8.4%
35	835	8.3%
70	835	8.3%
60	835	8.3%
50	835	8.3%
75	834	8.3%
25	833	8.3%
30	832	8.3%
40	830	8.3%
Other values (2)	1656	16.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20	829	8.3%
25	833	8.3%
30	832	8.3%
35	835	8.3%
40	830	8.3%
45	839	8.4%
50	835	8.3%
55	827	8.3%
60	835	8.3%
65	836	8.4%

Value	Count	Frequency (%)
75	834	8.3%
70	835	8.3%
65	836	8.4%
60	835	8.3%
55	827	8.3%
50	835	8.3%
45	839	8.4%
40	830	8.3%
35	835	8.3%
30	832	8.3%

총인구
Real number (ℝ)

HIGH CORRELATION

Distinct	2814
Distinct (%)	28.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	849.64278

Minimum	22
Maximum	4764
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	22
5-th percentile	282.6
Q1	561.6
median	795.8
Q3	1078
95-th percentile	1589
Maximum	4764
Range	4742
Interquartile range (IQR)	516.4

Descriptive statistics

Standard deviation	410.86356
Coefficient of variation (CV)	0.48357212
Kurtosis	2.5347883
Mean	849.64278
Median Absolute Deviation (MAD)	252.2
Skewness	1.0270699
Sum	8496427.8
Variance	168808.87
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
738.0	21	0.2%
711.0	20	0.2%
603.0	19	0.2%
801.0	19	0.2%
927.0	19	0.2%
900.0	17	0.2%
891.0	17	0.2%
748.0	16	0.2%
774.0	16	0.2%
936.0	16	0.2%
Other values (2804)	9820	98.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
22.0	1	< 0.1%
27.0	1	< 0.1%
32.4	1	< 0.1%
41.4	1	< 0.1%
46.8	1	< 0.1%
48.6	2	< 0.1%
50.4	1	< 0.1%
54.0	3	< 0.1%
55.8	1	< 0.1%
57.6	1	< 0.1%

Value	Count	Frequency (%)
4764.0	1	< 0.1%
3437.0	1	< 0.1%
3112.0	1	< 0.1%
3091.0	1	< 0.1%
3076.0	1	< 0.1%
3063.0	1	< 0.1%
3061.0	1	< 0.1%
2998.0	1	< 0.1%
2965.0	1	< 0.1%
2916.0	1	< 0.1%

1인가구수
Real number (ℝ)

HIGH CORRELATION

Distinct	8163
Distinct (%)	81.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	163.04952

Minimum	8.7
Maximum	2867.9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	8.7
5-th percentile	35.188
Q1	72.795
median	117.12
Q3	188.5425
95-th percentile	430.8285
Maximum	2867.9
Range	2859.2
Interquartile range (IQR)	115.7475

Descriptive statistics

Standard deviation	173.15391
Coefficient of variation (CV)	1.0619713
Kurtosis	40.44881
Mean	163.04952
Median Absolute Deviation (MAD)	52.545
Skewness	4.9494124
Sum	1630495.2
Variance	29982.275
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
81.25	6	0.1%
108.01	5	0.1%
71.56	5	0.1%
60.69	5	0.1%
163.8	5	0.1%
49.98	4	< 0.1%
104.19	4	< 0.1%
107.27	4	< 0.1%
37.04	4	< 0.1%
84.87	4	< 0.1%
Other values (8153)	9954	99.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8.7	1	< 0.1%
9.32	1	< 0.1%
10.01	1	< 0.1%
10.05	1	< 0.1%
10.24	1	< 0.1%
10.55	1	< 0.1%
10.75	1	< 0.1%
10.77	1	< 0.1%
10.89	1	< 0.1%
11.04	1	< 0.1%

Value	Count	Frequency (%)
2867.9	1	< 0.1%
2708.36	1	< 0.1%
2367.82	1	< 0.1%
2255.55	1	< 0.1%
2219.2	1	< 0.1%
2189.98	1	< 0.1%
2125.27	1	< 0.1%
2108.5	1	< 0.1%
1932.44	1	< 0.1%
1917.06	1	< 0.1%

커뮤니케이션이 적은 집단
Real number (ℝ)

HIGH CORRELATION

Distinct	3575
Distinct (%)	35.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.296893

Minimum	0
Maximum	275.29
Zeros	71
Zeros (%)	0.7%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	2.67
Q1	6.55
median	11.45
Q3	19.7125
95-th percentile	45.3615
Maximum	275.29
Range	275.29
Interquartile range (IQR)	13.1625

Descriptive statistics

Standard deviation	17.397003
Coefficient of variation (CV)	1.0675043
Kurtosis	31.275098
Mean	16.296893
Median Absolute Deviation (MAD)	5.81
Skewness	4.2212609
Sum	162968.93
Variance	302.65573
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	71	0.7%
5.99	14	0.1%
7.83	13	0.1%
7.42	13	0.1%
4.42	13	0.1%
6.09	13	0.1%
3.4	12	0.1%
3.88	12	0.1%
3.77	12	0.1%
10.8	12	0.1%
Other values (3565)	9815	98.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	71	0.7%
0.28	1	< 0.1%
0.3	1	< 0.1%
0.31	1	< 0.1%
0.41	1	< 0.1%
0.44	1	< 0.1%
0.49	2	< 0.1%
0.53	1	< 0.1%
0.6	2	< 0.1%
0.65	1	< 0.1%

Value	Count	Frequency (%)
275.29	1	< 0.1%
251.28	1	< 0.1%
249.82	1	< 0.1%
217.8	1	< 0.1%
216.52	1	< 0.1%
199.25	1	< 0.1%
175.64	1	< 0.1%
174.65	1	< 0.1%
174.58	1	< 0.1%
173.57	1	< 0.1%

평일 외출이 적은 집단
Real number (ℝ)

HIGH CORRELATION

Distinct	3634
Distinct (%)	36.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.30302

Minimum	0
Maximum	306.87
Zeros	92
Zeros (%)	0.9%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1.78
Q1	5.53
median	10.675
Q3	19.785
95-th percentile	47.4705
Maximum	306.87
Range	306.87
Interquartile range (IQR)	14.255

Descriptive statistics

Standard deviation	20.109836
Coefficient of variation (CV)	1.2335037
Kurtosis	40.213963
Mean	16.30302
Median Absolute Deviation (MAD)	6.155
Skewness	4.9067774
Sum	163030.2
Variance	404.40549
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	92	0.9%
5.91	15	0.1%
4.72	14	0.1%
7.38	13	0.1%
7.08	12	0.1%
4.59	12	0.1%
4.68	12	0.1%
6.55	12	0.1%
5.06	11	0.1%
3.05	11	0.1%
Other values (3624)	9796	98.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	92	0.9%
0.16	1	< 0.1%
0.2	1	< 0.1%
0.21	2	< 0.1%
0.22	1	< 0.1%
0.23	2	< 0.1%
0.24	1	< 0.1%
0.25	2	< 0.1%
0.28	3	< 0.1%
0.29	2	< 0.1%

Value	Count	Frequency (%)
306.87	1	< 0.1%
281.52	1	< 0.1%
278.03	1	< 0.1%
274.55	1	< 0.1%
269.25	1	< 0.1%
263.93	1	< 0.1%
261.31	1	< 0.1%
251.29	1	< 0.1%
249.16	1	< 0.1%
226.62	1	< 0.1%

휴일 외출이 적은 집단
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	3664
Distinct (%)	36.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.315504

Minimum	0
Maximum	501.21
Zeros	117
Zeros (%)	1.2%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1.02
Q1	5.07
median	10.82
Q3	19.7925
95-th percentile	46.1615
Maximum	501.21
Range	501.21
Interquartile range (IQR)	14.7225

Descriptive statistics

Standard deviation	21.953984
Coefficient of variation (CV)	1.3455903
Kurtosis	64.838848
Mean	16.315504
Median Absolute Deviation (MAD)	6.73
Skewness	5.9437287
Sum	163155.04
Variance	481.97744
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	117	1.2%
6.48	16	0.2%
5.98	14	0.1%
4.53	13	0.1%
11.88	12	0.1%
4.1	12	0.1%
5.54	12	0.1%
2.57	12	0.1%
2.4	12	0.1%
6.24	12	0.1%
Other values (3654)	9768	97.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	117	1.2%
0.07	1	< 0.1%
0.08	1	< 0.1%
0.09	2	< 0.1%
0.1	1	< 0.1%
0.11	2	< 0.1%
0.13	3	< 0.1%
0.14	3	< 0.1%
0.15	2	< 0.1%
0.16	2	< 0.1%

Value	Count	Frequency (%)
501.21	1	< 0.1%
417.06	1	< 0.1%
264.2	1	< 0.1%
256.81	1	< 0.1%
256.52	1	< 0.1%
254.74	1	< 0.1%
252.92	1	< 0.1%
252.05	1	< 0.1%
250.32	1	< 0.1%
248.87	1	< 0.1%

출근소요시간 및 근무시간이 많은 집단
Real number (ℝ)

HIGH CORRELATION

Distinct	3617
Distinct (%)	36.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.292899

Minimum	0
Maximum	353.22
Zeros	85
Zeros (%)	0.9%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	2.04
Q1	5.9
median	11.085
Q3	19.53
95-th percentile	46.3205
Maximum	353.22
Range	353.22
Interquartile range (IQR)	13.63

Descriptive statistics

Standard deviation	19.813457
Coefficient of variation (CV)	1.2160793
Kurtosis	49.812568
Mean	16.292899
Median Absolute Deviation (MAD)	6.145
Skewness	5.4023049
Sum	162928.99
Variance	392.57307
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	85	0.9%
3.05	14	0.1%
7.89	14	0.1%
6.27	13	0.1%
3.69	13	0.1%
4.43	13	0.1%
4.17	12	0.1%
11.24	12	0.1%
8.43	11	0.1%
7.17	11	0.1%
Other values (3607)	9802	98.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	85	0.9%
0.18	1	< 0.1%
0.21	1	< 0.1%
0.24	1	< 0.1%
0.29	2	< 0.1%
0.32	1	< 0.1%
0.33	1	< 0.1%
0.34	1	< 0.1%
0.36	1	< 0.1%
0.37	1	< 0.1%

Value	Count	Frequency (%)
353.22	1	< 0.1%
306.25	1	< 0.1%
297.65	1	< 0.1%
276.45	1	< 0.1%
265.87	1	< 0.1%
263.55	1	< 0.1%
257.43	1	< 0.1%
247.51	1	< 0.1%
238.75	1	< 0.1%
238.53	1	< 0.1%

외출이 매우 적은 집단(전체)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	3109
Distinct (%)	31.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.992057

Minimum	0
Maximum	156.36
Zeros	368
Zeros (%)	3.7%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1.86
Q1	7.63
median	14.28
Q3	23.2
95-th percentile	41.081
Maximum	156.36
Range	156.36
Interquartile range (IQR)	15.57

Descriptive statistics

Standard deviation	12.983842
Coefficient of variation (CV)	0.76411242
Kurtosis	7.0032727
Mean	16.992057
Median Absolute Deviation (MAD)	7.14
Skewness	1.76984
Sum	169920.57
Variance	168.58015
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	368	3.7%
5.36	251	2.5%
8.93	228	2.3%
12.5	221	2.2%
7.14	220	2.2%
10.71	213	2.1%
3.57	197	2.0%
14.28	177	1.8%
16.07	164	1.6%
17.85	123	1.2%
Other values (3099)	7838	78.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	368	3.7%
1.79	121	1.2%
1.8	2	< 0.1%
1.81	1	< 0.1%
1.82	2	< 0.1%
1.83	3	< 0.1%
1.85	1	< 0.1%
1.86	5	0.1%
1.87	1	< 0.1%
1.88	2	< 0.1%

Value	Count	Frequency (%)
156.36	1	< 0.1%
151.36	1	< 0.1%
139.61	1	< 0.1%
133.57	1	< 0.1%
105.59	1	< 0.1%
101.6	1	< 0.1%
100.67	1	< 0.1%
98.96	1	< 0.1%
98.34	1	< 0.1%
97.72	1	< 0.1%

외출이 매우 많은 집단
Real number (ℝ)

HIGH CORRELATION

Distinct	3824
Distinct (%)	38.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	17.933937

Minimum	0.05
Maximum	182.86
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0.05
5-th percentile	0.76
Q1	3
median	10.785
Q3	24.9925
95-th percentile	60.091
Maximum	182.86
Range	182.81
Interquartile range (IQR)	21.9925

Descriptive statistics

Standard deviation	20.391688
Coefficient of variation (CV)	1.1370447
Kurtosis	5.5992966
Mean	17.933937
Median Absolute Deviation (MAD)	9.015
Skewness	2.0280609
Sum	179339.37
Variance	415.82094
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.01	28	0.3%
0.89	26	0.3%
0.99	24	0.2%
1.14	24	0.2%
1.03	23	0.2%
1.23	23	0.2%
0.76	22	0.2%
1.1	22	0.2%
0.61	21	0.2%
0.92	21	0.2%
Other values (3814)	9766	97.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.05	1	< 0.1%
0.07	1	< 0.1%
0.09	2	< 0.1%
0.12	2	< 0.1%
0.13	1	< 0.1%
0.14	1	< 0.1%
0.15	4	< 0.1%
0.18	2	< 0.1%
0.19	3	< 0.1%
0.2	2	< 0.1%

Value	Count	Frequency (%)
182.86	1	< 0.1%
182.65	1	< 0.1%
171.06	1	< 0.1%
167.6	1	< 0.1%
167.29	1	< 0.1%
156.03	1	< 0.1%
150.79	1	< 0.1%
146.12	1	< 0.1%
133.49	1	< 0.1%
130.02	1	< 0.1%

동영상서비스 이용이 많은 집단
Real number (ℝ)

HIGH CORRELATION

Distinct	3565
Distinct (%)	35.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.295985

Minimum	0
Maximum	307.54
Zeros	73
Zeros (%)	0.7%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	2.41
Q1	6.33
median	11.24
Q3	19.52
95-th percentile	44.99
Maximum	307.54
Range	307.54
Interquartile range (IQR)	13.19

Descriptive statistics

Standard deviation	18.644254
Coefficient of variation (CV)	1.1441011
Kurtosis	46.507707
Mean	16.295985
Median Absolute Deviation (MAD)	5.89
Skewness	5.173229
Sum	162959.85
Variance	347.60821
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	73	0.7%
6.68	12	0.1%
10.19	11	0.1%
5.23	11	0.1%
5.06	11	0.1%
4.31	11	0.1%
4.04	11	0.1%
7.39	11	0.1%
5.28	11	0.1%
10.27	11	0.1%
Other values (3555)	9827	98.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	73	0.7%
0.17	1	< 0.1%
0.24	2	< 0.1%
0.25	2	< 0.1%
0.3	1	< 0.1%
0.33	1	< 0.1%
0.43	1	< 0.1%
0.49	2	< 0.1%
0.51	1	< 0.1%
0.52	1	< 0.1%

Value	Count	Frequency (%)
307.54	1	< 0.1%
291.22	1	< 0.1%
274.03	1	< 0.1%
269.88	1	< 0.1%
256.66	1	< 0.1%
256.5	1	< 0.1%
246.56	1	< 0.1%
234.37	1	< 0.1%
226.17	1	< 0.1%
219.77	1	< 0.1%

생활서비스 이용이 많은 집단
Real number (ℝ)

HIGH CORRELATION

Distinct	3621
Distinct (%)	36.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.313191

Minimum	0
Maximum	371.29
Zeros	83
Zeros (%)	0.8%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1.6495
Q1	5.38
median	10.515
Q3	19.1725
95-th percentile	49.421
Maximum	371.29
Range	371.29
Interquartile range (IQR)	13.7925

Descriptive statistics

Standard deviation	21.681492
Coefficient of variation (CV)	1.3290773
Kurtosis	53.25088
Mean	16.313191
Median Absolute Deviation (MAD)	6.105
Skewness	5.6401206
Sum	163131.91
Variance	470.08709
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	83	0.8%
7.65	13	0.1%
5.92	13	0.1%
3.53	12	0.1%
6.98	12	0.1%
7.94	12	0.1%
5.51	12	0.1%
11.31	12	0.1%
5.59	12	0.1%
2.53	11	0.1%
Other values (3611)	9808	98.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	83	0.8%
0.06	2	< 0.1%
0.11	1	< 0.1%
0.13	1	< 0.1%
0.16	2	< 0.1%
0.22	2	< 0.1%
0.23	3	< 0.1%
0.24	1	< 0.1%
0.25	1	< 0.1%
0.26	1	< 0.1%

Value	Count	Frequency (%)
371.29	1	< 0.1%
359.34	1	< 0.1%
331.07	1	< 0.1%
319.46	1	< 0.1%
315.67	1	< 0.1%
304.18	1	< 0.1%
289.14	1	< 0.1%
278.77	1	< 0.1%
253.66	1	< 0.1%
250.43	1	< 0.1%

재정상태에 대한 관심집단
Real number (ℝ)

HIGH CORRELATION

Distinct	3614
Distinct (%)	36.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.317194

Minimum	0
Maximum	398.64
Zeros	81
Zeros (%)	0.8%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1.74
Q1	5.42
median	10.73
Q3	19.69
95-th percentile	46.012
Maximum	398.64
Range	398.64
Interquartile range (IQR)	14.27

Descriptive statistics

Standard deviation	21.462717
Coefficient of variation (CV)	1.3153436
Kurtosis	58.23758
Mean	16.317194
Median Absolute Deviation (MAD)	6.3
Skewness	5.8954571
Sum	163171.94
Variance	460.6482
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	81	0.8%
6.66	13	0.1%
3.57	12	0.1%
8.23	12	0.1%
6.76	12	0.1%
6.5	12	0.1%
10.44	11	0.1%
4.42	11	0.1%
2.62	11	0.1%
6.48	11	0.1%
Other values (3604)	9814	98.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	81	0.8%
0.11	2	< 0.1%
0.13	1	< 0.1%
0.17	1	< 0.1%
0.24	4	< 0.1%
0.25	1	< 0.1%
0.29	2	< 0.1%
0.31	3	< 0.1%
0.33	1	< 0.1%
0.35	3	< 0.1%

Value	Count	Frequency (%)
398.64	1	< 0.1%
377.38	1	< 0.1%
331.05	1	< 0.1%
321.67	1	< 0.1%
302.06	1	< 0.1%
293.58	1	< 0.1%
263.91	1	< 0.1%
260.3	1	< 0.1%
256.42	1	< 0.1%
248.77	1	< 0.1%

외출-커뮤니케이션이 모두 적은 집단(전체)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	3127
Distinct (%)	31.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.983518

Minimum	0
Maximum	130.65
Zeros	456
Zeros (%)	4.6%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1.78
Q1	7.1
median	14.19
Q3	23.36
95-th percentile	42.123
Maximum	130.65
Range	130.65
Interquartile range (IQR)	16.26

Descriptive statistics

Standard deviation	13.344465
Coefficient of variation (CV)	0.78573031
Kurtosis	4.4241421
Mean	16.983518
Median Absolute Deviation (MAD)	7.59
Skewness	1.5591223
Sum	169835.18
Variance	178.07474
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	456	4.6%
7.1	235	2.4%
3.55	234	2.3%
5.33	219	2.2%
8.88	211	2.1%
1.78	194	1.9%
10.65	188	1.9%
12.42	187	1.9%
14.19	152	1.5%
15.97	150	1.5%
Other values (3117)	7774	77.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	456	4.6%
1.78	194	1.9%
1.79	5	0.1%
1.8	3	< 0.1%
1.81	1	< 0.1%
1.85	7	0.1%
1.86	2	< 0.1%
1.87	4	< 0.1%
1.88	3	< 0.1%
1.9	5	0.1%

Value	Count	Frequency (%)
130.65	1	< 0.1%
125.91	1	< 0.1%
125.4	1	< 0.1%
121.69	1	< 0.1%
101.51	1	< 0.1%
96.91	1	< 0.1%
95.07	1	< 0.1%
94.86	1	< 0.1%
94.28	1	< 0.1%
93.0	1	< 0.1%

Heatmap
Table

	행정동코드	자치구	성별	연령대	총인구	1인가구수	커뮤니케이션이 적은 집단	평일 외출이 적은 집단	휴일 외출이 적은 집단	출근소요시간 및 근무시간이 많은 집단	외출이 매우 적은 집단(전체)	외출이 매우 많은 집단	동영상서비스 이용이 많은 집단	생활서비스 이용이 많은 집단	재정상태에 대한 관심집단	외출-커뮤니케이션이 모두 적은 집단(전체)
행정동코드	1.000	1.000	0.000	0.000	0.379	0.154	0.110	0.178	0.100	0.132	0.181	0.201	0.130	0.124	0.139	0.184
자치구	1.000	1.000	0.000	0.000	0.464	0.213	0.196	0.269	0.190	0.195	0.261	0.189	0.206	0.188	0.188	0.272
성별	0.000	0.000	1.000	0.000	0.050	0.042	0.088	0.055	0.019	0.064	0.259	0.044	0.052	0.032	0.000	0.132
연령대	0.000	0.000	0.000	1.000	0.298	0.327	0.189	0.229	0.188	0.228	0.195	0.710	0.253	0.227	0.270	0.198
총인구	0.379	0.464	0.050	0.298	1.000	0.754	0.748	0.520	0.831	0.481	0.571	0.602	0.506	0.482	0.561	0.550
1인가구수	0.154	0.213	0.042	0.327	0.754	1.000	0.777	0.849	0.856	0.840	0.352	0.686	0.844	0.874	0.916	0.276
커뮤니케이션이 적은 집단	0.110	0.196	0.088	0.189	0.748	0.777	1.000	0.788	0.682	0.765	0.644	0.509	0.823	0.686	0.686	0.581
평일 외출이 적은 집단	0.178	0.269	0.055	0.229	0.520	0.849	0.788	1.000	0.664	0.933	0.656	0.540	0.926	0.815	0.845	0.542
휴일 외출이 적은 집단	0.100	0.190	0.019	0.188	0.831	0.856	0.682	0.664	1.000	0.637	0.247	0.553	0.651	0.676	0.770	0.205
출근소요시간 및 근무시간이 많은 집단	0.132	0.195	0.064	0.228	0.481	0.840	0.765	0.933	0.637	1.000	0.663	0.503	0.948	0.839	0.840	0.520
외출이 매우 적은 집단(전체)	0.181	0.261	0.259	0.195	0.571	0.352	0.644	0.656	0.247	0.663	1.000	0.256	0.587	0.406	0.365	0.878
외출이 매우 많은 집단	0.201	0.189	0.044	0.710	0.602	0.686	0.509	0.540	0.553	0.503	0.256	1.000	0.528	0.620	0.695	0.229
동영상서비스 이용이 많은 집단	0.130	0.206	0.052	0.253	0.506	0.844	0.823	0.926	0.651	0.948	0.587	0.528	1.000	0.834	0.825	0.508
생활서비스 이용이 많은 집단	0.124	0.188	0.032	0.227	0.482	0.874	0.686	0.815	0.676	0.839	0.406	0.620	0.834	1.000	0.917	0.317
재정상태에 대한 관심집단	0.139	0.188	0.000	0.270	0.561	0.916	0.686	0.845	0.770	0.840	0.365	0.695	0.825	0.917	1.000	0.274
외출-커뮤니케이션이 모두 적은 집단(전체)	0.184	0.272	0.132	0.198	0.550	0.276	0.581	0.542	0.205	0.520	0.878	0.229	0.508	0.317	0.274	1.000

Heatmap
Table

	성별	자치구
성별	1.000	0.000
자치구	0.000	1.000

Heatmap
Table

	행정동코드	연령대	총인구	1인가구수	커뮤니케이션이 적은 집단	평일 외출이 적은 집단	휴일 외출이 적은 집단	출근소요시간 및 근무시간이 많은 집단	외출이 매우 적은 집단(전체)	외출이 매우 많은 집단	동영상서비스 이용이 많은 집단	생활서비스 이용이 많은 집단	재정상태에 대한 관심집단	외출-커뮤니케이션이 모두 적은 집단(전체)	자치구	성별
행정동코드	1.000	-0.001	0.274	0.080	0.017	-0.063	0.000	-0.009	0.109	0.141	-0.010	0.005	0.023	0.049	0.995	0.000
연령대	-0.001	1.000	-0.260	-0.083	-0.093	-0.092	-0.110	-0.080	-0.134	-0.837	-0.071	-0.087	-0.093	-0.145	0.000	0.000
총인구	0.274	-0.260	1.000	0.534	0.416	0.380	0.437	0.443	0.573	0.604	0.429	0.458	0.490	0.554	0.196	0.050
1인가구수	0.080	-0.083	0.534	1.000	0.877	0.831	0.839	0.865	0.389	0.298	0.885	0.882	0.873	0.391	0.076	0.032
커뮤니케이션이 적은 집단	0.017	-0.093	0.416	0.877	1.000	0.817	0.768	0.830	0.490	0.246	0.901	0.831	0.772	0.466	0.076	0.088
평일 외출이 적은 집단	-0.063	-0.092	0.380	0.831	0.817	1.000	0.670	0.920	0.493	0.184	0.919	0.821	0.722	0.549	0.098	0.042
휴일 외출이 적은 집단	0.000	-0.110	0.437	0.839	0.768	0.670	1.000	0.692	0.327	0.309	0.735	0.763	0.821	0.304	0.076	0.015
출근소요시간 및 근무시간이 많은 집단	-0.009	-0.080	0.443	0.865	0.830	0.920	0.692	1.000	0.517	0.212	0.951	0.843	0.750	0.559	0.070	0.049
외출이 매우 적은 집단(전체)	0.109	-0.134	0.573	0.389	0.490	0.493	0.327	0.517	1.000	0.329	0.532	0.413	0.396	0.849	0.102	0.259
외출이 매우 많은 집단	0.141	-0.837	0.604	0.298	0.246	0.184	0.309	0.212	0.329	1.000	0.214	0.272	0.307	0.317	0.067	0.033
동영상서비스 이용이 많은 집단	-0.010	-0.071	0.429	0.885	0.901	0.919	0.735	0.951	0.532	0.214	1.000	0.851	0.780	0.556	0.074	0.040
생활서비스 이용이 많은 집단	0.005	-0.087	0.458	0.882	0.831	0.821	0.763	0.843	0.413	0.272	0.851	1.000	0.835	0.448	0.067	0.024
재정상태에 대한 관심집단	0.023	-0.093	0.490	0.873	0.772	0.722	0.821	0.750	0.396	0.307	0.780	0.835	1.000	0.382	0.067	0.000
외출-커뮤니케이션이 모두 적은 집단(전체)	0.049	-0.145	0.554	0.391	0.466	0.549	0.304	0.559	0.849	0.317	0.556	0.448	0.382	1.000	0.107	0.131
자치구	0.995	0.000	0.196	0.076	0.076	0.098	0.076	0.070	0.102	0.067	0.074	0.067	0.067	0.107	1.000	0.000
성별	0.000	0.000	0.050	0.032	0.088	0.042	0.015	0.049	0.259	0.033	0.040	0.024	0.000	0.131	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

	행정동코드	자치구	행정동명	성별	연령대	총인구	1인가구수	커뮤니케이션이 적은 집단	평일 외출이 적은 집단	휴일 외출이 적은 집단	출근소요시간 및 근무시간이 많은 집단	외출이 매우 적은 집단(전체)	외출이 매우 많은 집단	동영상서비스 이용이 많은 집단	생활서비스 이용이 많은 집단	재정상태에 대한 관심집단	외출-커뮤니케이션이 모두 적은 집단(전체)
8136	1122051	서초구	서초1동	1	20	780.0	157.3	17.66	8.74	7.11	9.95	13.9	18.91	11.85	8.8	7.3	13.82
5571	1115063	양천구	신월7동	1	35	903.0	84.22	10.95	7.66	8.32	9.57	24.21	45.45	11.29	9.56	6.89	24.07
2174	1106088	동대문구	장안2동	2	30	1206.0	176.54	10.58	10.61	17.87	17.86	12.11	56.85	14.88	19.02	14.89	12.04
6926	1119061	영등포구	양평1동	2	30	991.0	313.41	19.8	20.78	20.39	18.54	21.79	63.1	20.17	18.74	28.43	19.25
6875	1119055	영등포구	당산1동	1	75	518.4	204.4	14.7	7.25	16.07	15.69	5.36	1.12	16.49	6.63	18.57	1.78
423	1102052	중구	소공동	2	35	111.6	54.51	13.88	8.16	7.47	6.76	7.14	4.69	11.92	2.46	2.56	1.78
8371	1122060	서초구	반포4동	2	55	764.0	48.88	2.67	4.45	2.09	5.66	13.33	6.19	5.35	3.44	3.45	11.36
5268	1114076	마포구	서강동	2	20	1444.0	494.73	69.34	52.35	43.62	46.2	13.39	34.55	46.55	23.31	14.34	7.99
6506	1117069	구로구	수궁동	1	30	1048.0	109.1	10.31	11.25	13.41	8.84	7.97	59.83	9.31	12.1	9.72	11.88
6379	1117061	구로구	고척1동	2	55	1164.6	95.33	6.54	7.11	11.96	8.21	16.07	9.03	8.27	7.98	9.14	12.42

	행정동코드	자치구	행정동명	성별	연령대	총인구	1인가구수	커뮤니케이션이 적은 집단	평일 외출이 적은 집단	휴일 외출이 적은 집단	출근소요시간 및 근무시간이 많은 집단	외출이 매우 적은 집단(전체)	외출이 매우 많은 집단	동영상서비스 이용이 많은 집단	생활서비스 이용이 많은 집단	재정상태에 대한 관심집단	외출-커뮤니케이션이 모두 적은 집단(전체)
3335	1109071	강북구	송중동	2	75	1234.8	492.45	63.04	57.3	28.45	57.25	33.91	1.83	53.51	60.33	33.39	19.52
4267	1112052	은평구	불광1동	2	55	1728.0	184.97	16.65	29.87	10.02	21.91	31.84	11.4	21.47	18.38	16.65	28.78
6451	1117065	구로구	개봉3동	2	55	1011.0	102.07	6.42	4.35	15.48	5.5	7.68	10.1	8.82	8.02	8.83	7.63
196	1101063	종로구	종로5·6가동	1	40	212.4	74.31	10.56	14.61	8.91	13.31	8.93	5.72	12.8	3.53	6.1	15.97
6144	1116071	강서구	방화2동	1	20	730.0	159.12	20.34	18.37	8.56	16.64	7.49	15.21	20.75	10.01	13.58	11.19
1564	1105053	광진구	화양동	1	40	695.0	259.05	37.76	43.72	31.25	18.39	17.62	14.7	28.5	41.23	35.66	17.52
3133	1109060	강북구	번1동	2	25	850.0	331.67	18.18	25.65	43.47	22.13	5.85	33.98	21.18	49.46	46.88	5.81
3980	1111064	노원구	중계4동	2	60	761.0	100.4	5.08	6.48	11.8	13.07	5.54	4.48	7.48	7.56	4.99	2.75
9481	1124067	송파구	가락2동	1	25	1189.0	116.77	14.54	13.33	9.04	15.22	40.92	37.6	16.76	13.07	12.14	44.38
1604	1105054	광진구	군자동	2	60	649.0	134.76	10.51	21.06	16.17	16.46	6.63	3.1	15.69	10.81	4.94	6.59

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

None

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample