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 7 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 4 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 125 (1.2%) zeros	Zeros
`외출이 매우 적은 집단(전체)` has 348 (3.5%) zeros	Zeros
`외출-커뮤니케이션이 모두 적은 집단(전체)` has 448 (4.5%) zeros	Zeros

Reproduction

Analysis started	2024-05-04 06:06:56.046649
Analysis finished	2024-05-04 06:08:27.682938
Duration	1 minute and 31.64 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	1113665.1

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	1114068.5
Q3	1121052
95-th percentile	1124079.1
Maximum	1125074
Range	24021
Interquartile range (IQR)	13982.25

Descriptive statistics

Standard deviation	7406.4928
Coefficient of variation (CV)	0.0066505564
Kurtosis	-1.2529458
Mean	1113665.1
Median Absolute Deviation (MAD)	6992.5
Skewness	-0.083484412
Sum	1.1136651 × 10¹⁰
Variance	54856135
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1101057	24	0.2%
1104066	24	0.2%
1111051	24	0.2%
1101073	24	0.2%
1112073	24	0.2%
1119054	24	0.2%
1116059	24	0.2%
1116069	24	0.2%
1113052	24	0.2%
1125051	24	0.2%
Other values (414)	9760	97.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1101053	23	0.2%
1101054	24	0.2%
1101055	24	0.2%
1101056	22	0.2%
1101057	24	0.2%
1101058	24	0.2%
1101060	24	0.2%
1101061	24	0.2%
1101063	22	0.2%
1101064	24	0.2%

Value	Count	Frequency (%)
1125074	24	0.2%
1125073	24	0.2%
1125072	23	0.2%
1125071	24	0.2%
1125070	23	0.2%
1125067	24	0.2%
1125066	24	0.2%
1125065	23	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	636
강남구	524
관악구	496
강서구	474
성북구	472
Other values (20)	7398

Length

Max length	4
Median length	3
Mean length	3.0724
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	송파구
2nd row	금천구
3rd row	성북구
4th row	송파구
5th row	서대문구

Common Values

Value	Count	Frequency (%)
송파구	636	6.4%
강남구	524	5.2%
관악구	496	5.0%
강서구	474	4.7%
성북구	472	4.7%
노원구	447	4.5%
강동구	428	4.3%
양천구	427	4.3%
영등포구	422	4.2%
서초구	422	4.2%
Other values (15)	5252	52.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
송파구	636	6.4%
강남구	524	5.2%
관악구	496	5.0%
강서구	474	4.7%
성북구	472	4.7%
노원구	447	4.5%
강동구	428	4.3%
양천구	427	4.3%
영등포구	422	4.2%
서초구	422	4.2%
Other values (15)	5252	52.5%

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	3.7923
Min length	2

Characters and Unicode

Total characters	37923
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	방이2동
2nd row	독산3동
3rd row	종암동
4th row	삼전동
5th row	충현동

Value	Count	Frequency (%)
신사동	46	0.5%
장위1동	24	0.2%
중곡1동	24	0.2%
대림1동	24	0.2%
월계1동	24	0.2%
암사3동	24	0.2%
가회동	24	0.2%
상도2동	24	0.2%
신정7동	24	0.2%
미성동	24	0.2%
Other values (413)	9738	97.4%

Most occurring characters

Value	Count	Frequency (%)
동	10046	26.5%
1	2290	6.0%
2	2282	6.0%
3	1015	2.7%
신	902	2.4%
4	614	1.6%
가	540	1.4%
곡	425	1.1%
화	402	1.1%
계	399	1.1%
Other values (178)	19008	50.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	30829	81.3%
Decimal Number	6882	18.1%
Other Punctuation	212	0.6%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	10046	32.6%
신	902	2.9%
가	540	1.8%
곡	425	1.4%
화	402	1.3%
계	399	1.3%
상	381	1.2%
산	377	1.2%
성	376	1.2%
방	376	1.2%
Other values (167)	16605	53.9%

Decimal Number

Value	Count	Frequency (%)
1	2290	33.3%
2	2282	33.2%
3	1015	14.7%
4	614	8.9%
5	255	3.7%
6	166	2.4%
7	141	2.0%
8	71	1.0%
0	24	0.3%
9	24	0.3%

Other Punctuation

Value	Count	Frequency (%)
·	212	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	30829	81.3%
Common	7094	18.7%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	10046	32.6%
신	902	2.9%
가	540	1.8%
곡	425	1.4%
화	402	1.3%
계	399	1.3%
상	381	1.2%
산	377	1.2%
성	376	1.2%
방	376	1.2%
Other values (167)	16605	53.9%

Common

Value	Count	Frequency (%)
1	2290	32.3%
2	2282	32.2%
3	1015	14.3%
4	614	8.7%
5	255	3.6%
·	212	3.0%
6	166	2.3%
7	141	2.0%
8	71	1.0%
0	24	0.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	30829	81.3%
ASCII	6882	18.1%
None	212	0.6%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
동	10046	32.6%
신	902	2.9%
가	540	1.8%
곡	425	1.4%
화	402	1.3%
계	399	1.3%
상	381	1.2%
산	377	1.2%
성	376	1.2%
방	376	1.2%
Other values (167)	16605	53.9%

ASCII

Value	Count	Frequency (%)
1	2290	33.3%
2	2282	33.2%
3	1015	14.7%
4	614	8.9%
5	255	3.7%
6	166	2.4%
7	141	2.0%
8	71	1.0%
0	24	0.3%
9	24	0.3%

None

Value	Count	Frequency (%)
·	212	100.0%

성별
Categorical

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

2	5020
1	4980

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
2	5020	50.2%
1	4980	49.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	5020	50.2%
1	4980	49.8%

연령대
Real number (ℝ)

HIGH CORRELATION

Distinct	12
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	47.4885

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	30
median	47.5
Q3	65
95-th percentile	75
Maximum	75
Range	55
Interquartile range (IQR)	35

Descriptive statistics

Standard deviation	17.262667
Coefficient of variation (CV)	0.36351257
Kurtosis	-1.2176875
Mean	47.4885
Median Absolute Deviation (MAD)	17.5
Skewness	-0.00029010161
Sum	474885
Variance	297.99967
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
20	837	8.4%
70	837	8.4%
65	836	8.4%
50	835	8.3%
30	835	8.3%
35	834	8.3%
40	833	8.3%
55	832	8.3%
60	832	8.3%
25	831	8.3%
Other values (2)	1658	16.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20	837	8.4%
25	831	8.3%
30	835	8.3%
35	834	8.3%
40	833	8.3%
45	830	8.3%
50	835	8.3%
55	832	8.3%
60	832	8.3%
65	836	8.4%

Value	Count	Frequency (%)
75	828	8.3%
70	837	8.4%
65	836	8.4%
60	832	8.3%
55	832	8.3%
50	835	8.3%
45	830	8.3%
40	833	8.3%
35	834	8.3%
30	835	8.3%

총인구
Real number (ℝ)

HIGH CORRELATION

Distinct	2929
Distinct (%)	29.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	845.69639

Minimum	22
Maximum	4777
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	22
5-th percentile	279.942
Q1	555.895
median	790
Q3	1072
95-th percentile	1592.045
Maximum	4777
Range	4755
Interquartile range (IQR)	516.105

Descriptive statistics

Standard deviation	412.30362
Coefficient of variation (CV)	0.48753149
Kurtosis	2.5691544
Mean	845.69639
Median Absolute Deviation (MAD)	253.69
Skewness	1.0411417
Sum	8456963.9
Variance	169994.28
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
748.0	20	0.2%
758.0	16	0.2%
971.0	16	0.2%
759.0	15	0.1%
765.0	15	0.1%
965.0	15	0.1%
714.0	15	0.1%
561.0	14	0.1%
893.0	14	0.1%
751.0	14	0.1%
Other values (2919)	9846	98.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
22.0	1	< 0.1%
24.14	1	< 0.1%
30.6	1	< 0.1%
32.3	1	< 0.1%
47.6	1	< 0.1%
49.3	1	< 0.1%
51.0	2	< 0.1%
52.7	1	< 0.1%
53.86	1	< 0.1%
54.4	2	< 0.1%

Value	Count	Frequency (%)
4777.0	1	< 0.1%
3446.0	1	< 0.1%
3121.0	1	< 0.1%
3095.0	1	< 0.1%
3079.0	1	< 0.1%
3075.0	1	< 0.1%
3047.0	1	< 0.1%
2985.0	1	< 0.1%
2950.0	1	< 0.1%
2923.0	1	< 0.1%

1인가구수
Real number (ℝ)

HIGH CORRELATION

Distinct	8125
Distinct (%)	81.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	161.2607

Minimum	8.54
Maximum	2865.27
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	8.54
5-th percentile	34.82
Q1	71.9
median	115.735
Q3	186.2225
95-th percentile	425.985
Maximum	2865.27
Range	2856.73
Interquartile range (IQR)	114.3225

Descriptive statistics

Standard deviation	172.74467
Coefficient of variation (CV)	1.0712137
Kurtosis	40.910559
Mean	161.2607
Median Absolute Deviation (MAD)	51.925
Skewness	4.9936233
Sum	1612607
Variance	29840.721
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
55.99	6	0.1%
68.34	6	0.1%
87.42	5	0.1%
88.33	5	0.1%
88.87	5	0.1%
48.27	5	0.1%
38.37	5	0.1%
57.86	5	0.1%
93.25	5	0.1%
82.23	5	0.1%
Other values (8115)	9948	99.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8.54	1	< 0.1%
9.01	1	< 0.1%
9.44	1	< 0.1%
9.92	1	< 0.1%
9.98	1	< 0.1%
10.13	1	< 0.1%
10.67	1	< 0.1%
10.91	1	< 0.1%
11.0	1	< 0.1%
11.11	2	< 0.1%

Value	Count	Frequency (%)
2865.27	1	< 0.1%
2692.23	1	< 0.1%
2391.01	1	< 0.1%
2267.34	1	< 0.1%
2211.67	1	< 0.1%
2173.08	1	< 0.1%
2123.41	1	< 0.1%
2115.59	1	< 0.1%
1925.04	1	< 0.1%
1902.39	1	< 0.1%

커뮤니케이션이 적은 집단
Real number (ℝ)

HIGH CORRELATION

Distinct	3558
Distinct (%)	35.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.111479

Minimum	0
Maximum	266.27
Zeros	62
Zeros (%)	0.6%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	2.65
Q1	6.44
median	11.16
Q3	19.58
95-th percentile	45.934
Maximum	266.27
Range	266.27
Interquartile range (IQR)	13.14

Descriptive statistics

Standard deviation	17.465166
Coefficient of variation (CV)	1.08402
Kurtosis	31.999603
Mean	16.111479
Median Absolute Deviation (MAD)	5.725
Skewness	4.3056752
Sum	161114.79
Variance	305.03202
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	62	0.6%
6.71	14	0.1%
7.32	13	0.1%
5.33	12	0.1%
5.84	12	0.1%
7.39	12	0.1%
7.66	12	0.1%
8.13	12	0.1%
4.18	11	0.1%
6.84	11	0.1%
Other values (3548)	9829	98.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	62	0.6%
0.32	2	< 0.1%
0.44	1	< 0.1%
0.47	1	< 0.1%
0.48	1	< 0.1%
0.49	1	< 0.1%
0.5	1	< 0.1%
0.52	2	< 0.1%
0.54	1	< 0.1%
0.55	1	< 0.1%

Value	Count	Frequency (%)
266.27	1	< 0.1%
260.42	1	< 0.1%
251.66	1	< 0.1%
221.14	1	< 0.1%
200.97	1	< 0.1%
197.06	1	< 0.1%
195.2	1	< 0.1%
185.5	1	< 0.1%
185.46	1	< 0.1%
180.64	1	< 0.1%

평일 외출이 적은 집단
Real number (ℝ)

HIGH CORRELATION

Distinct	3618
Distinct (%)	36.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.112425

Minimum	0
Maximum	322.59
Zeros	86
Zeros (%)	0.9%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1.7095
Q1	5.35
median	10.36
Q3	19.5325
95-th percentile	47.177
Maximum	322.59
Range	322.59
Interquartile range (IQR)	14.1825

Descriptive statistics

Standard deviation	20.746219
Coefficient of variation (CV)	1.2875913
Kurtosis	46.064145
Mean	16.112425
Median Absolute Deviation (MAD)	6.07
Skewness	5.3165406
Sum	161124.25
Variance	430.40559
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	86	0.9%
4.34	16	0.2%
6.4	13	0.1%
6.77	12	0.1%
8.78	12	0.1%
9.02	12	0.1%
5.26	12	0.1%
8.05	12	0.1%
5.04	11	0.1%
1.87	11	0.1%
Other values (3608)	9803	98.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	86	0.9%
0.15	1	< 0.1%
0.18	2	< 0.1%
0.2	3	< 0.1%
0.21	2	< 0.1%
0.22	2	< 0.1%
0.23	2	< 0.1%
0.24	2	< 0.1%
0.26	1	< 0.1%
0.27	3	< 0.1%

Value	Count	Frequency (%)
322.59	1	< 0.1%
304.77	1	< 0.1%
295.56	1	< 0.1%
288.27	1	< 0.1%
272.23	1	< 0.1%
268.2	1	< 0.1%
267.18	1	< 0.1%
266.8	1	< 0.1%
246.88	1	< 0.1%
246.8	1	< 0.1%

휴일 외출이 적은 집단
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	3665
Distinct (%)	36.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.122598

Minimum	0
Maximum	406.9
Zeros	125
Zeros (%)	1.2%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.96
Q1	5.0875
median	10.94
Q3	19.7325
95-th percentile	45.4205
Maximum	406.9
Range	406.9
Interquartile range (IQR)	14.645

Descriptive statistics

Standard deviation	20.764212
Coefficient of variation (CV)	1.2878949
Kurtosis	52.040447
Mean	16.122598
Median Absolute Deviation (MAD)	6.78
Skewness	5.4206538
Sum	161225.98
Variance	431.15251
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	125	1.2%
5.61	12	0.1%
1.79	12	0.1%
0.96	12	0.1%
1.6	11	0.1%
6.89	11	0.1%
6.92	11	0.1%
8.06	11	0.1%
3.12	10	0.1%
0.92	10	0.1%
Other values (3655)	9775	97.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	125	1.2%
0.08	1	< 0.1%
0.09	2	< 0.1%
0.1	1	< 0.1%
0.12	2	< 0.1%
0.14	4	< 0.1%
0.15	1	< 0.1%
0.17	2	< 0.1%
0.19	1	< 0.1%
0.2	3	< 0.1%

Value	Count	Frequency (%)
406.9	1	< 0.1%
364.08	1	< 0.1%
317.6	1	< 0.1%
271.01	1	< 0.1%
267.24	1	< 0.1%
243.87	1	< 0.1%
242.86	1	< 0.1%
237.45	1	< 0.1%
234.93	1	< 0.1%
233.67	1	< 0.1%

출근소요시간 및 근무시간이 많은 집단
Real number (ℝ)

HIGH CORRELATION

Distinct	3557
Distinct (%)	35.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.118261

Minimum	0
Maximum	426.81
Zeros	80
Zeros (%)	0.8%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1.94
Q1	5.73
median	10.57
Q3	19.03
95-th percentile	45.0415
Maximum	426.81
Range	426.81
Interquartile range (IQR)	13.3

Descriptive statistics

Standard deviation	21.407146
Coefficient of variation (CV)	1.32813
Kurtosis	71.228258
Mean	16.118261
Median Absolute Deviation (MAD)	5.86
Skewness	6.5266785
Sum	161182.61
Variance	458.26591
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	80	0.8%
4.09	14	0.1%
3.22	12	0.1%
5.5	12	0.1%
5.6	12	0.1%
2.99	12	0.1%
7.93	12	0.1%
4.06	11	0.1%
4.46	11	0.1%
2.37	11	0.1%
Other values (3547)	9813	98.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	80	0.8%
0.21	1	< 0.1%
0.24	2	< 0.1%
0.25	1	< 0.1%
0.26	1	< 0.1%
0.33	1	< 0.1%
0.34	2	< 0.1%
0.35	2	< 0.1%
0.36	2	< 0.1%
0.38	1	< 0.1%

Value	Count	Frequency (%)
426.81	1	< 0.1%
388.1	1	< 0.1%
372.36	1	< 0.1%
324.53	1	< 0.1%
314.94	1	< 0.1%
303.33	1	< 0.1%
279.53	1	< 0.1%
269.4	1	< 0.1%
269.38	1	< 0.1%
251.98	1	< 0.1%

외출이 매우 적은 집단(전체)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	3113
Distinct (%)	31.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.895503

Minimum	0
Maximum	173.16
Zeros	348
Zeros (%)	3.5%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1.85
Q1	7.9
median	13.835
Q3	22.9525
95-th percentile	41.08
Maximum	173.16
Range	173.16
Interquartile range (IQR)	15.0525

Descriptive statistics

Standard deviation	13.008792
Coefficient of variation (CV)	0.76995586
Kurtosis	6.7942409
Mean	16.895503
Median Absolute Deviation (MAD)	7.095
Skewness	1.7835452
Sum	168955.03
Variance	169.22866
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	348	3.5%
8.43	223	2.2%
6.74	221	2.2%
5.05	216	2.2%
10.11	197	2.0%
11.8	192	1.9%
13.48	167	1.7%
3.37	166	1.7%
15.17	166	1.7%
16.86	133	1.3%
Other values (3103)	7971	79.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	348	3.5%
1.69	117	1.2%
1.7	5	0.1%
1.71	1	< 0.1%
1.72	1	< 0.1%
1.74	1	< 0.1%
1.75	2	< 0.1%
1.76	2	< 0.1%
1.77	3	< 0.1%
1.79	1	< 0.1%

Value	Count	Frequency (%)
173.16	1	< 0.1%
133.32	1	< 0.1%
118.68	1	< 0.1%
113.37	1	< 0.1%
112.95	1	< 0.1%
109.81	1	< 0.1%
102.54	1	< 0.1%
95.61	1	< 0.1%
94.43	1	< 0.1%
94.38	1	< 0.1%

외출이 매우 많은 집단
Real number (ℝ)

HIGH CORRELATION

Distinct	3713
Distinct (%)	37.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	17.435754

Minimum	0.02
Maximum	174.87
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0.02
5-th percentile	0.74
Q1	2.95
median	10.645
Q3	24.29
95-th percentile	57.873
Maximum	174.87
Range	174.85
Interquartile range (IQR)	21.34

Descriptive statistics

Standard deviation	19.579574
Coefficient of variation (CV)	1.1229554
Kurtosis	5.3261301
Mean	17.435754
Median Absolute Deviation (MAD)	8.855
Skewness	1.9853228
Sum	174357.54
Variance	383.35973
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.81	25	0.2%
0.85	25	0.2%
1.07	24	0.2%
1.01	23	0.2%
0.73	23	0.2%
1.09	22	0.2%
0.93	22	0.2%
1.34	22	0.2%
1.22	22	0.2%
0.9	22	0.2%
Other values (3703)	9770	97.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.02	1	< 0.1%
0.08	1	< 0.1%
0.09	1	< 0.1%
0.11	2	< 0.1%
0.12	2	< 0.1%
0.13	2	< 0.1%
0.14	1	< 0.1%
0.15	2	< 0.1%
0.16	1	< 0.1%
0.18	1	< 0.1%

Value	Count	Frequency (%)
174.87	1	< 0.1%
171.63	1	< 0.1%
164.18	1	< 0.1%
162.33	1	< 0.1%
149.31	1	< 0.1%
144.62	1	< 0.1%
142.1	1	< 0.1%
140.26	1	< 0.1%
127.07	1	< 0.1%
126.22	1	< 0.1%

동영상서비스 이용이 많은 집단
Real number (ℝ)

HIGH CORRELATION

Distinct	3539
Distinct (%)	35.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.110027

Minimum	0
Maximum	324.11
Zeros	69
Zeros (%)	0.7%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	2.37
Q1	6.12
median	10.92
Q3	19.1125
95-th percentile	44.853
Maximum	324.11
Range	324.11
Interquartile range (IQR)	12.9925

Descriptive statistics

Standard deviation	19.456959
Coefficient of variation (CV)	1.2077546
Kurtosis	52.11534
Mean	16.110027
Median Absolute Deviation (MAD)	5.78
Skewness	5.6090114
Sum	161100.27
Variance	378.57325
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	69	0.7%
10.0	16	0.2%
8.15	14	0.1%
6.34	13	0.1%
3.8	13	0.1%
6.28	13	0.1%
4.15	12	0.1%
6.01	12	0.1%
8.75	11	0.1%
6.2	11	0.1%
Other values (3529)	9816	98.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	69	0.7%
0.23	1	< 0.1%
0.33	1	< 0.1%
0.36	1	< 0.1%
0.41	1	< 0.1%
0.43	1	< 0.1%
0.44	2	< 0.1%
0.48	1	< 0.1%
0.49	2	< 0.1%
0.5	1	< 0.1%

Value	Count	Frequency (%)
324.11	1	< 0.1%
321.38	1	< 0.1%
268.21	1	< 0.1%
265.23	1	< 0.1%
265.2	1	< 0.1%
264.89	1	< 0.1%
261.38	1	< 0.1%
260.78	1	< 0.1%
257.02	1	< 0.1%
239.26	1	< 0.1%

생활서비스 이용이 많은 집단
Real number (ℝ)

HIGH CORRELATION

Distinct	3579
Distinct (%)	35.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.12465

Minimum	0
Maximum	364
Zeros	81
Zeros (%)	0.8%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1.6
Q1	5.27
median	10.22
Q3	18.9625
95-th percentile	48.1
Maximum	364
Range	364
Interquartile range (IQR)	13.6925

Descriptive statistics

Standard deviation	21.72719
Coefficient of variation (CV)	1.3474519
Kurtosis	55.506293
Mean	16.12465
Median Absolute Deviation (MAD)	5.94
Skewness	5.7803157
Sum	161246.5
Variance	472.07079
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	81	0.8%
2.7	14	0.1%
4.38	14	0.1%
3.35	13	0.1%
4.86	13	0.1%
4.63	12	0.1%
6.61	12	0.1%
3.42	12	0.1%
6.18	11	0.1%
7.45	11	0.1%
Other values (3569)	9807	98.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	81	0.8%
0.05	1	< 0.1%
0.06	1	< 0.1%
0.1	3	< 0.1%
0.11	1	< 0.1%
0.12	2	< 0.1%
0.13	1	< 0.1%
0.17	1	< 0.1%
0.2	1	< 0.1%
0.21	2	< 0.1%

Value	Count	Frequency (%)
364.0	1	< 0.1%
358.67	1	< 0.1%
345.72	1	< 0.1%
341.38	1	< 0.1%
323.0	1	< 0.1%
305.74	1	< 0.1%
275.22	1	< 0.1%
265.66	1	< 0.1%
258.9	1	< 0.1%
255.87	1	< 0.1%

재정상태에 대한 관심집단
Real number (ℝ)

HIGH CORRELATION

Distinct	3593
Distinct (%)	35.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.128059

Minimum	0
Maximum	369.72
Zeros	74
Zeros (%)	0.7%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1.74
Q1	5.2675
median	10.47
Q3	19.39
95-th percentile	45.5805
Maximum	369.72
Range	369.72
Interquartile range (IQR)	14.1225

Descriptive statistics

Standard deviation	21.314156
Coefficient of variation (CV)	1.3215574
Kurtosis	53.849248
Mean	16.128059
Median Absolute Deviation (MAD)	6.2
Skewness	5.7391119
Sum	161280.59
Variance	454.29323
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	74	0.7%
2.32	13	0.1%
6.79	13	0.1%
4.91	12	0.1%
3.97	12	0.1%
4.42	12	0.1%
3.96	12	0.1%
4.35	12	0.1%
6.03	12	0.1%
3.66	12	0.1%
Other values (3583)	9816	98.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	74	0.7%
0.11	1	< 0.1%
0.14	1	< 0.1%
0.19	1	< 0.1%
0.2	2	< 0.1%
0.21	1	< 0.1%
0.27	2	< 0.1%
0.29	1	< 0.1%
0.3	1	< 0.1%
0.35	1	< 0.1%

Value	Count	Frequency (%)
369.72	1	< 0.1%
364.1	1	< 0.1%
314.3	1	< 0.1%
306.5	1	< 0.1%
298.32	1	< 0.1%
273.03	1	< 0.1%
267.66	1	< 0.1%
263.45	1	< 0.1%
257.72	1	< 0.1%
254.09	1	< 0.1%

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

HIGH CORRELATION ZEROS

Distinct	3150
Distinct (%)	31.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.894162

Minimum	0
Maximum	133.47
Zeros	448
Zeros (%)	4.5%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1.68
Q1	7.13
median	13.77
Q3	23.44
95-th percentile	42.2105
Maximum	133.47
Range	133.47
Interquartile range (IQR)	16.31

Descriptive statistics

Standard deviation	13.359516
Coefficient of variation (CV)	0.79077708
Kurtosis	4.6529341
Mean	16.894162
Median Absolute Deviation (MAD)	7.35
Skewness	1.6031736
Sum	168941.62
Variance	178.47667
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	448	4.5%
6.7	227	2.3%
5.02	213	2.1%
8.37	203	2.0%
3.35	194	1.9%
11.73	188	1.9%
10.05	175	1.8%
1.68	171	1.7%
13.39	151	1.5%
15.07	129	1.3%
Other values (3140)	7901	79.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	448	4.5%
1.68	171	1.7%
1.69	1	< 0.1%
1.7	2	< 0.1%
1.71	3	< 0.1%
1.73	6	0.1%
1.74	5	0.1%
1.75	3	< 0.1%
1.78	2	< 0.1%
1.79	4	< 0.1%

Value	Count	Frequency (%)
133.47	1	< 0.1%
129.85	1	< 0.1%
127.51	1	< 0.1%
120.52	1	< 0.1%
107.52	1	< 0.1%
100.47	1	< 0.1%
98.01	1	< 0.1%
95.89	1	< 0.1%
93.82	1	< 0.1%
92.1	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	0.373	0.160	0.162	0.155	0.139	0.109	0.168	0.211	0.118	0.137	0.146	0.247
자치구	1.000	1.000	0.000	0.000	0.457	0.215	0.212	0.249	0.199	0.168	0.246	0.196	0.184	0.196	0.198	0.282
성별	0.000	0.000	1.000	0.000	0.051	0.046	0.118	0.053	0.035	0.034	0.243	0.051	0.054	0.015	0.000	0.162
연령대	0.000	0.000	0.000	1.000	0.308	0.325	0.264	0.231	0.267	0.209	0.210	0.717	0.250	0.237	0.285	0.257
총인구	0.373	0.457	0.051	0.308	1.000	0.744	0.612	0.564	0.820	0.521	0.586	0.617	0.566	0.475	0.560	0.437
1인가구수	0.160	0.215	0.046	0.325	0.744	1.000	0.893	0.870	0.960	0.886	0.338	0.685	0.890	0.867	0.915	0.479
커뮤니케이션이 적은 집단	0.162	0.212	0.118	0.264	0.612	0.893	1.000	0.882	0.848	0.858	0.576	0.619	0.920	0.849	0.860	0.562
평일 외출이 적은 집단	0.155	0.249	0.053	0.231	0.564	0.870	0.882	1.000	0.844	0.899	0.580	0.478	0.929	0.826	0.829	0.705
휴일 외출이 적은 집단	0.139	0.199	0.035	0.267	0.820	0.960	0.848	0.844	1.000	0.846	0.261	0.658	0.831	0.888	0.926	0.347
출근소요시간 및 근무시간이 많은 집단	0.109	0.168	0.034	0.209	0.521	0.886	0.858	0.899	0.846	1.000	0.536	0.496	0.938	0.814	0.810	0.734
외출이 매우 적은 집단(전체)	0.168	0.246	0.243	0.210	0.586	0.338	0.576	0.580	0.261	0.536	1.000	0.298	0.601	0.415	0.353	0.795
외출이 매우 많은 집단	0.211	0.196	0.051	0.717	0.617	0.685	0.619	0.478	0.658	0.496	0.298	1.000	0.524	0.637	0.704	0.325
동영상서비스 이용이 많은 집단	0.118	0.184	0.054	0.250	0.566	0.890	0.920	0.929	0.831	0.938	0.601	0.524	1.000	0.806	0.841	0.742
생활서비스 이용이 많은 집단	0.137	0.196	0.015	0.237	0.475	0.867	0.849	0.826	0.888	0.814	0.415	0.637	0.806	1.000	0.930	0.452
재정상태에 대한 관심집단	0.146	0.198	0.000	0.285	0.560	0.915	0.860	0.829	0.926	0.810	0.353	0.704	0.841	0.930	1.000	0.597
외출-커뮤니케이션이 모두 적은 집단(전체)	0.247	0.282	0.162	0.257	0.437	0.479	0.562	0.705	0.347	0.734	0.795	0.325	0.742	0.452	0.597	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	0.000	0.274	0.081	0.015	-0.065	-0.008	-0.025	0.102	0.144	-0.018	0.005	0.027	0.044	0.995	0.000
연령대	0.000	1.000	-0.276	-0.095	-0.101	-0.099	-0.132	-0.080	-0.148	-0.832	-0.074	-0.091	-0.106	-0.155	0.000	0.000
총인구	0.274	-0.276	1.000	0.534	0.411	0.377	0.440	0.437	0.579	0.622	0.425	0.455	0.490	0.563	0.193	0.051
1인가구수	0.081	-0.095	0.534	1.000	0.873	0.831	0.835	0.869	0.399	0.305	0.886	0.881	0.875	0.406	0.077	0.035
커뮤니케이션이 적은 집단	0.015	-0.101	0.411	0.873	1.000	0.811	0.766	0.830	0.504	0.248	0.900	0.820	0.771	0.482	0.076	0.090
평일 외출이 적은 집단	-0.065	-0.099	0.377	0.831	0.811	1.000	0.663	0.917	0.493	0.182	0.917	0.823	0.726	0.551	0.090	0.040
휴일 외출이 적은 집단	-0.008	-0.132	0.440	0.835	0.766	0.663	1.000	0.698	0.343	0.323	0.735	0.757	0.820	0.320	0.071	0.026
출근소요시간 및 근무시간이 많은 집단	-0.025	-0.080	0.437	0.869	0.830	0.917	0.698	1.000	0.515	0.212	0.954	0.855	0.765	0.564	0.060	0.026
외출이 매우 적은 집단(전체)	0.102	-0.148	0.579	0.399	0.504	0.493	0.343	0.515	1.000	0.345	0.540	0.420	0.405	0.856	0.096	0.243
외출이 매우 많은 집단	0.144	-0.832	0.622	0.305	0.248	0.182	0.323	0.212	0.345	1.000	0.216	0.270	0.313	0.329	0.070	0.039
동영상서비스 이용이 많은 집단	-0.018	-0.074	0.425	0.886	0.900	0.917	0.735	0.954	0.540	0.216	1.000	0.858	0.789	0.567	0.066	0.042
생활서비스 이용이 많은 집단	0.005	-0.091	0.455	0.881	0.820	0.823	0.757	0.855	0.420	0.270	0.858	1.000	0.835	0.461	0.070	0.011
재정상태에 대한 관심집단	0.027	-0.106	0.490	0.875	0.771	0.726	0.820	0.765	0.405	0.313	0.789	0.835	1.000	0.402	0.071	0.000
외출-커뮤니케이션이 모두 적은 집단(전체)	0.044	-0.155	0.563	0.406	0.482	0.551	0.320	0.564	0.856	0.329	0.567	0.461	0.402	1.000	0.103	0.124
자치구	0.995	0.000	0.193	0.077	0.076	0.090	0.071	0.060	0.096	0.070	0.066	0.070	0.071	0.103	1.000	0.000
성별	0.000	0.000	0.051	0.035	0.090	0.040	0.026	0.026	0.243	0.039	0.042	0.011	0.000	0.124	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)
9276	1124058	송파구	방이2동	2	20	872.0	357.9	26.88	31.31	31.22	30.03	2.75	25.57	33.76	44.38	19.76	13.64
6678	1118054	금천구	독산3동	1	50	1914.0	393.1	49.51	39.92	56.74	44.67	83.93	17.68	50.0	55.69	50.4	64.85
3083	1108084	성북구	종암동	1	75	1115.2	397.98	55.62	62.41	24.14	46.38	42.14	2.01	58.15	15.23	29.9	53.58
9425	1124064	송파구	삼전동	2	45	1305.0	333.8	33.09	43.39	16.49	36.96	36.14	18.85	31.58	42.2	34.84	33.51
4853	1113073	서대문구	충현동	1	45	780.0	125.02	15.94	8.58	10.55	6.1	11.11	18.03	11.36	7.35	7.64	11.04
2277	1107052	중랑구	면목2동	2	65	817.7	219.99	17.13	25.2	39.44	28.06	23.6	1.62	24.55	37.01	24.75	26.79
8086	1121081	관악구	난곡동	2	70	678.3	180.36	22.28	42.35	2.14	29.87	23.6	1.09	32.5	26.49	13.1	40.19
7103	1119069	영등포구	신길7동	2	75	401.2	113.24	11.35	4.41	6.82	7.7	5.05	0.79	6.44	12.05	11.13	3.35
8993	1123076	강남구	세곡동	2	45	1650.7	167.35	7.82	17.1	4.25	14.32	16.86	20.64	10.41	14.75	7.33	21.77
6271	1117052	구로구	구로1동	1	55	784.0	49.54	3.34	0.49	6.25	1.18	2.79	11.38	1.71	4.81	6.03	2.77

	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)
9488	1124067	송파구	가락2동	1	60	949.0	65.31	5.03	3.45	5.26	4.11	10.82	8.44	4.03	4.33	4.21	12.89
1544	1104073	성동구	옥수동	1	60	662.0	57.49	5.32	3.79	5.12	4.05	12.69	6.38	4.26	3.4	2.76	14.41
7243	1119075	영등포구	도림동	2	55	1045.0	175.69	14.43	23.35	16.79	24.0	40.9	6.91	22.9	14.33	14.15	40.63
1515	1104072	성동구	금호2·3가동	1	35	1038.0	161.57	19.97	15.95	16.91	13.66	30.72	45.87	13.87	16.15	12.12	15.25
5908	1116058	강서구	화곡3동	1	40	794.0	89.57	14.03	9.01	13.49	8.34	21.56	18.64	10.59	11.41	13.04	21.42
3900	1111059	노원구	하계2동	2	20	856.0	27.7	3.01	1.98	1.93	0.84	7.79	17.64	0.97	1.3	0.98	11.6
8874	1123071	강남구	개포4동	2	50	960.0	99.59	5.12	3.53	5.65	5.26	5.51	9.48	5.9	9.12	9.1	3.65
10026	1125066	강동구	성내2동	2	50	1239.0	271.57	32.59	30.95	29.48	31.81	41.05	8.91	36.04	33.75	35.07	32.04
8268	1122056	서초구	반포본동	2	20	324.0	24.89	4.91	0.91	2.83	0.94	12.85	11.88	3.82	1.85	0.96	0.0
6821	1118061	금천구	시흥5동	1	45	942.0	133.97	17.45	18.02	15.42	15.81	36.7	15.37	15.59	13.35	9.25	36.46

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