gimi9 Pandas Profiling

Dataset statistics

Number of variables	17
Number of observations	10000
Missing cells	93
Missing cells (%)	0.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.5 MiB
Average record size in memory	156.0 B

Variable types

Numeric	12
DateTime	1
Categorical	1
Text	3

Dataset

Description	법정동(읍면동리) 세대원수별 주민등록 세대수에 대한 데이터입니다.법정동은 시 또는 구의 하위 행정구역으로 법률로 지정한 구역을 말합니다.
Author	행정안전부
URL	https://www.data.go.kr/data/15099159/fileData.do

Alerts

`기준연월` has constant value ""	Constant
`법정동코드` is highly overall correlated with `시도명`	High correlation
`전체세대수` is highly overall correlated with `1인세대` and 6 other fields	High correlation
`1인세대` is highly overall correlated with `전체세대수` and 6 other fields	High correlation
`2인세대` is highly overall correlated with `전체세대수` and 6 other fields	High correlation
`3인세대` is highly overall correlated with `전체세대수` and 6 other fields	High correlation
`4인세대` is highly overall correlated with `전체세대수` and 6 other fields	High correlation
`5인세대` is highly overall correlated with `전체세대수` and 6 other fields	High correlation
`6인세대` is highly overall correlated with `전체세대수` and 6 other fields	High correlation
`7인세대` is highly overall correlated with `전체세대수` and 7 other fields	High correlation
`8인세대` is highly overall correlated with `7인세대`	High correlation
`시도명` is highly overall correlated with `법정동코드`	High correlation
`법정동코드` has unique values	Unique
`3인세대` has 154 (1.5%) zeros	Zeros
`4인세대` has 680 (6.8%) zeros	Zeros
`5인세대` has 2004 (20.0%) zeros	Zeros
`6인세대` has 4450 (44.5%) zeros	Zeros
`7인세대` has 6849 (68.5%) zeros	Zeros
`8인세대` has 8447 (84.5%) zeros	Zeros
`9인세대` has 9251 (92.5%) zeros	Zeros
`10인이상세대` has 9138 (91.4%) zeros	Zeros

Reproduction

Analysis started	2024-04-06 08:24:06.473584
Analysis finished	2024-04-06 08:24:51.663737
Duration	45.19 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

법정동코드
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	10000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.4503997 × 10⁹

Minimum	1.1110102 × 10⁹
Maximum	5.280042 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1.1110102 × 10⁹
5-th percentile	2.771038 × 10⁹
Q1	4.315032 × 10⁹
median	4.681034 × 10⁹
Q3	4.824031 × 10⁹
95-th percentile	5.221034 × 10⁹
Maximum	5.280042 × 10⁹
Range	4.1690318 × 10⁹
Interquartile range (IQR)	5.0899898 × 10⁸

Descriptive statistics

Standard deviation	7.7397522 × 10⁸
Coefficient of variation (CV)	0.1739114
Kurtosis	6.3965677
Mean	4.4503997 × 10⁹
Median Absolute Deviation (MAD)	2.60995 × 10⁸
Skewness	-2.33892
Sum	4.4503997 × 10¹³
Variance	5.9903765 × 10¹⁷
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5271034021	1	< 0.1%
4680032028	1	< 0.1%
4376036050	1	< 0.1%
2872031021	1	< 0.1%
5277037025	1	< 0.1%
4420037032	1	< 0.1%
4679031027	1	< 0.1%
4723038026	1	< 0.1%
4615031028	1	< 0.1%
4777033035	1	< 0.1%
Other values (9990)	9990	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1111010200	1	< 0.1%
1111010300	1	< 0.1%
1111010400	1	< 0.1%
1111010500	1	< 0.1%
1111010900	1	< 0.1%
1111011000	1	< 0.1%
1111011100	1	< 0.1%
1111011200	1	< 0.1%
1111011300	1	< 0.1%
1111011400	1	< 0.1%

Value	Count	Frequency (%)
5280042028	1	< 0.1%
5280042026	1	< 0.1%
5280042025	1	< 0.1%
5280042024	1	< 0.1%
5280041025	1	< 0.1%
5280041023	1	< 0.1%
5280041022	1	< 0.1%
5280041021	1	< 0.1%
5280040025	1	< 0.1%
5280040024	1	< 0.1%

기준연월
Date

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	2024-03-31 00:00:00
Maximum	2024-03-31 00:00:00

Histogram

Histogram with fixed size bins (bins=1)

시도명
Categorical

HIGH CORRELATION

Distinct	17
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

경상북도	1595
전라남도	1471
경상남도	1149
충청남도	1106
경기도	1084
Other values (12)	3595

Length

Max length	7
Median length	4
Mean length	4.516
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	전북특별자치도
2nd row	울산광역시
3rd row	경상북도
4th row	전라남도
5th row	경기도

Common Values

Value	Count	Frequency (%)
경상북도	1595	16.0%
전라남도	1471	14.7%
경상남도	1149	11.5%
충청남도	1106	11.1%
경기도	1084	10.8%
전북특별자치도	881	8.8%
충청북도	849	8.5%
강원특별자치도	653	6.5%
서울특별시	229	2.3%
대구광역시	195	1.9%
Other values (7)	788	7.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
경상북도	1595	16.0%
전라남도	1471	14.7%
경상남도	1149	11.5%
충청남도	1106	11.1%
경기도	1084	10.8%
전북특별자치도	881	8.8%
충청북도	849	8.5%
강원특별자치도	653	6.5%
서울특별시	229	2.3%
대구광역시	195	1.9%
Other values (7)	788	7.9%

시군구명
Text

Distinct	228
Distinct (%)	2.3%
Missing	93
Missing (%)	0.9%
Memory size	156.2 KiB

Length

Max length	9
Median length	3
Mean length	3.3006965
Min length	2

Characters and Unicode

Total characters	32700
Distinct characters	141
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	5 ?
Unique (%)	0.1%

Sample

1st row	완주군
2nd row	울주군
3rd row	영천시
4th row	함평군
5th row	광주시

Value	Count	Frequency (%)
청주시	181	1.7%
창원시	167	1.6%
중구	143	1.3%
상주시	137	1.3%
북구	131	1.2%
포항시	125	1.2%
안동시	122	1.1%
나주시	116	1.1%
논산시	116	1.1%
안성시	115	1.1%
Other values (228)	9348	87.4%

Most occurring characters

Value	Count	Frequency (%)
군	4712	14.4%
시	4600	14.1%
구	1670	5.1%
주	1456	4.5%
천	1224	3.7%
산	1017	3.1%
성	997	3.0%
	794	2.4%
양	741	2.3%
안	670	2.0%
Other values (131)	14819	45.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	31906	97.6%
Space Separator	794	2.4%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
군	4712	14.8%
시	4600	14.4%
구	1670	5.2%
주	1456	4.6%
천	1224	3.8%
산	1017	3.2%
성	997	3.1%
양	741	2.3%
안	670	2.1%
영	571	1.8%
Other values (130)	14248	44.7%

Space Separator

Value	Count	Frequency (%)
	794	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	31906	97.6%
Common	794	2.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
군	4712	14.8%
시	4600	14.4%
구	1670	5.2%
주	1456	4.6%
천	1224	3.8%
산	1017	3.2%
성	997	3.1%
양	741	2.3%
안	670	2.1%
영	571	1.8%
Other values (130)	14248	44.7%

Common

Value	Count	Frequency (%)
	794	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	31906	97.6%
ASCII	794	2.4%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
군	4712	14.8%
시	4600	14.4%
구	1670	5.2%
주	1456	4.6%
천	1224	3.8%
산	1017	3.2%
성	997	3.1%
양	741	2.3%
안	670	2.1%
영	571	1.8%
Other values (130)	14248	44.7%

ASCII

Value	Count	Frequency (%)
	794	100.0%

읍면동명
Text

Distinct	2836
Distinct (%)	28.4%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	6
Median length	3
Mean length	3.0412
Min length	2

Characters and Unicode

Total characters	30412
Distinct characters	339
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	1410 ?
Unique (%)	14.1%

Sample

1st row	소양면
2nd row	웅촌면
3rd row	청통면
4th row	대동면
5th row	추자동

Value	Count	Frequency (%)
남면	56	0.6%
서면	45	0.4%
북면	38	0.4%
동면	29	0.3%
금성면	28	0.3%
청산면	23	0.2%
옥산면	23	0.2%
금남면	22	0.2%
대강면	22	0.2%
이서면	21	0.2%
Other values (2826)	9693	96.9%

Most occurring characters

Value	Count	Frequency (%)
면	6425	21.1%
동	2428	8.0%
읍	1630	5.4%
산	972	3.2%
성	516	1.7%
남	498	1.6%
천	453	1.5%
양	436	1.4%
가	393	1.3%
대	360	1.2%
Other values (329)	16301	53.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	30194	99.3%
Decimal Number	218	0.7%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
면	6425	21.3%
동	2428	8.0%
읍	1630	5.4%
산	972	3.2%
성	516	1.7%
남	498	1.6%
천	453	1.5%
양	436	1.4%
가	393	1.3%
대	360	1.2%
Other values (321)	16083	53.3%

Decimal Number

Value	Count	Frequency (%)
1	63	28.9%
2	61	28.0%
3	47	21.6%
4	20	9.2%
5	18	8.3%
7	4	1.8%
6	4	1.8%
8	1	0.5%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	30194	99.3%
Common	218	0.7%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
면	6425	21.3%
동	2428	8.0%
읍	1630	5.4%
산	972	3.2%
성	516	1.7%
남	498	1.6%
천	453	1.5%
양	436	1.4%
가	393	1.3%
대	360	1.2%
Other values (321)	16083	53.3%

Common

Value	Count	Frequency (%)
1	63	28.9%
2	61	28.0%
3	47	21.6%
4	20	9.2%
5	18	8.3%
7	4	1.8%
6	4	1.8%
8	1	0.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	30194	99.3%
ASCII	218	0.7%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
면	6425	21.3%
동	2428	8.0%
읍	1630	5.4%
산	972	3.2%
성	516	1.7%
남	498	1.6%
천	453	1.5%
양	436	1.4%
가	393	1.3%
대	360	1.2%
Other values (321)	16083	53.3%

ASCII

Value	Count	Frequency (%)
1	63	28.9%
2	61	28.0%
3	47	21.6%
4	20	9.2%
5	18	8.3%
7	4	1.8%
6	4	1.8%
8	1	0.5%

리명
Text

Distinct	6158
Distinct (%)	61.6%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	7
Median length	3
Mean length	3.0292
Min length	2

Characters and Unicode

Total characters	30292
Distinct characters	379
Distinct categories	4 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

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

Unique

Unique	4561 ?
Unique (%)	45.6%

Sample

1st row	신교리
2nd row	통천리
3rd row	우천리
4th row	백호리
5th row	추자동

Value	Count	Frequency (%)
신촌리	23	0.2%
대곡리	23	0.2%
덕산리	22	0.2%
신흥리	21	0.2%
송정리	21	0.2%
용산리	21	0.2%
금곡리	20	0.2%
오산리	20	0.2%
마산리	19	0.2%
읍내리	19	0.2%
Other values (6148)	9791	97.9%

Most occurring characters

Value	Count	Frequency (%)
리	8080	26.7%
동	2374	7.8%
산	765	2.5%
곡	590	1.9%
신	529	1.7%
대	437	1.4%
천	395	1.3%
정	394	1.3%
가	388	1.3%
성	353	1.2%
Other values (369)	15987	52.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	30066	99.3%
Decimal Number	220	0.7%
Close Punctuation	3	< 0.1%
Open Punctuation	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
리	8080	26.9%
동	2374	7.9%
산	765	2.5%
곡	590	2.0%
신	529	1.8%
대	437	1.5%
천	395	1.3%
정	394	1.3%
가	388	1.3%
성	353	1.2%
Other values (359)	15761	52.4%

Decimal Number

Value	Count	Frequency (%)
1	64	29.1%
2	62	28.2%
3	47	21.4%
4	20	9.1%
5	18	8.2%
6	4	1.8%
7	4	1.8%
8	1	0.5%

Close Punctuation

Value	Count	Frequency (%)
)	3	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	30060	99.2%
Common	226	0.7%
Han	6	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
리	8080	26.9%
동	2374	7.9%
산	765	2.5%
곡	590	2.0%
신	529	1.8%
대	437	1.5%
천	395	1.3%
정	394	1.3%
가	388	1.3%
성	353	1.2%
Other values (354)	15755	52.4%

Common

Value	Count	Frequency (%)
1	64	28.3%
2	62	27.4%
3	47	20.8%
4	20	8.8%
5	18	8.0%
6	4	1.8%
7	4	1.8%
)	3	1.3%
(	3	1.3%
8	1	0.4%

Han

Value	Count	Frequency (%)
岩	2	33.3%
岐	1	16.7%
基	1	16.7%
華	1	16.7%
山	1	16.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	30060	99.2%
ASCII	226	0.7%
CJK	6	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
리	8080	26.9%
동	2374	7.9%
산	765	2.5%
곡	590	2.0%
신	529	1.8%
대	437	1.5%
천	395	1.3%
정	394	1.3%
가	388	1.3%
성	353	1.2%
Other values (354)	15755	52.4%

ASCII

Value	Count	Frequency (%)
1	64	28.3%
2	62	27.4%
3	47	20.8%
4	20	8.8%
5	18	8.0%
6	4	1.8%
7	4	1.8%
)	3	1.3%
(	3	1.3%
8	1	0.4%

CJK

Value	Count	Frequency (%)
岩	2	33.3%
岐	1	16.7%
基	1	16.7%
華	1	16.7%
山	1	16.7%

전체세대수
Real number (ℝ)

HIGH CORRELATION

Distinct	2129
Distinct (%)	21.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1271.922

Minimum	1
Maximum	108737
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	41
Q1	92
median	156
Q3	345.25
95-th percentile	6816.95
Maximum	108737
Range	108736
Interquartile range (IQR)	253.25

Descriptive statistics

Standard deviation	4590.2781
Coefficient of variation (CV)	3.6089305
Kurtosis	95.789559
Mean	1271.922
Median Absolute Deviation (MAD)	83
Skewness	8.0224284
Sum	12719220
Variance	21070653
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
88	59	0.6%
85	58	0.6%
99	54	0.5%
104	53	0.5%
93	52	0.5%
65	51	0.5%
84	51	0.5%
80	50	0.5%
101	50	0.5%
76	50	0.5%
Other values (2119)	9472	94.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	19	0.2%
2	14	0.1%
3	12	0.1%
4	6	0.1%
5	4	< 0.1%
6	7	0.1%
7	4	< 0.1%
8	4	< 0.1%
9	7	0.1%
10	9	0.1%

Value	Count	Frequency (%)
108737	1	< 0.1%
86421	1	< 0.1%
72616	1	< 0.1%
70143	1	< 0.1%
68003	1	< 0.1%
61749	1	< 0.1%
60835	1	< 0.1%
59626	1	< 0.1%
55507	1	< 0.1%
55157	1	< 0.1%

1인세대
Real number (ℝ)

HIGH CORRELATION

Distinct	1625
Distinct (%)	16.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	531.0129

Minimum	0
Maximum	51307
Zeros	6
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	22
Q1	49
median	83
Q3	183
95-th percentile	2552.2
Maximum	51307
Range	51307
Interquartile range (IQR)	134

Descriptive statistics

Standard deviation	1910.6003
Coefficient of variation (CV)	3.59803
Kurtosis	128.99604
Mean	531.0129
Median Absolute Deviation (MAD)	44
Skewness	9.1990273
Sum	5310129
Variance	3650393.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
56	105	1.1%
54	98	1.0%
49	94	0.9%
58	91	0.9%
60	90	0.9%
52	89	0.9%
45	88	0.9%
34	88	0.9%
48	86	0.9%
50	86	0.9%
Other values (1615)	9085	90.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6	0.1%
1	23	0.2%
2	16	0.2%
3	12	0.1%
4	9	0.1%
5	12	0.1%
6	10	0.1%
7	9	0.1%
8	13	0.1%
9	14	0.1%

Value	Count	Frequency (%)
51307	1	< 0.1%
33571	1	< 0.1%
31849	1	< 0.1%
31421	1	< 0.1%
30659	1	< 0.1%
29988	1	< 0.1%
29388	1	< 0.1%
26817	1	< 0.1%
25634	1	< 0.1%
25446	1	< 0.1%

2인세대
Real number (ℝ)

HIGH CORRELATION

Distinct	1324
Distinct (%)	13.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	313.9139

Minimum	0
Maximum	26037
Zeros	48
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	11
Q1	28
median	48
Q3	97
95-th percentile	1661.1
Maximum	26037
Range	26037
Interquartile range (IQR)	69

Descriptive statistics

Standard deviation	1101.5688
Coefficient of variation (CV)	3.509143
Kurtosis	104.70535
Mean	313.9139
Median Absolute Deviation (MAD)	25
Skewness	8.2956551
Sum	3139139
Variance	1213453.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
29	154	1.5%
24	149	1.5%
30	145	1.5%
23	143	1.4%
26	142	1.4%
37	142	1.4%
25	141	1.4%
35	139	1.4%
27	138	1.4%
34	137	1.4%
Other values (1314)	8570	85.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	48	0.5%
1	35	0.4%
2	22	0.2%
3	29	0.3%
4	25	0.2%
5	39	0.4%
6	39	0.4%
7	42	0.4%
8	61	0.6%
9	48	0.5%

Value	Count	Frequency (%)
26037	1	< 0.1%
22779	1	< 0.1%
18740	1	< 0.1%
18707	1	< 0.1%
16868	1	< 0.1%
15646	1	< 0.1%
14501	1	< 0.1%
14130	1	< 0.1%
13897	1	< 0.1%
12915	1	< 0.1%

3인세대
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	1119
Distinct (%)	11.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	213.6368

Minimum	0
Maximum	17565
Zeros	154
Zeros (%)	1.5%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	7
median	15
Q3	36
95-th percentile	1160.2
Maximum	17565
Range	17565
Interquartile range (IQR)	29

Descriptive statistics

Standard deviation	840.19657
Coefficient of variation (CV)	3.932827
Kurtosis	81.66126
Mean	213.6368
Median Absolute Deviation (MAD)	10
Skewness	7.6296651
Sum	2136368
Variance	705930.27
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6	453	4.5%
7	416	4.2%
9	391	3.9%
5	388	3.9%
8	381	3.8%
4	362	3.6%
10	359	3.6%
12	355	3.5%
3	345	3.5%
11	333	3.3%
Other values (1109)	6217	62.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	154	1.5%
1	191	1.9%
2	266	2.7%
3	345	3.5%
4	362	3.6%
5	388	3.9%
6	453	4.5%
7	416	4.2%
8	381	3.8%
9	391	3.9%

Value	Count	Frequency (%)
17565	1	< 0.1%
16652	1	< 0.1%
11665	1	< 0.1%
11307	1	< 0.1%
11296	1	< 0.1%
10850	1	< 0.1%
10158	1	< 0.1%
9980	1	< 0.1%
9776	1	< 0.1%
9604	1	< 0.1%

4인세대
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	1005
Distinct (%)	10.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	164.6025

Minimum	0
Maximum	12977
Zeros	680
Zeros (%)	6.8%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	6
Q3	17
95-th percentile	880.2
Maximum	12977
Range	12977
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	687.02257
Coefficient of variation (CV)	4.1738283
Kurtosis	71.421532
Mean	164.6025
Median Absolute Deviation (MAD)	4
Skewness	7.3910081
Sum	1646025
Variance	472000.01
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	942	9.4%
1	876	8.8%
3	847	8.5%
4	756	7.6%
0	680	6.8%
5	611	6.1%
6	499	5.0%
7	445	4.5%
8	364	3.6%
9	289	2.9%
Other values (995)	3691	36.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	680	6.8%
1	876	8.8%
2	942	9.4%
3	847	8.5%
4	756	7.6%
5	611	6.1%
6	499	5.0%
7	445	4.5%
8	364	3.6%
9	289	2.9%

Value	Count	Frequency (%)
12977	1	< 0.1%
11414	1	< 0.1%
10091	1	< 0.1%
9046	1	< 0.1%
8852	1	< 0.1%
8556	1	< 0.1%
8403	1	< 0.1%
8010	1	< 0.1%
7872	1	< 0.1%
7768	1	< 0.1%

5인세대
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	579
Distinct (%)	5.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	38.8709

Minimum	0
Maximum	2564
Zeros	2004
Zeros (%)	20.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	7
95-th percentile	210.05
Maximum	2564
Range	2564
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	149.64886
Coefficient of variation (CV)	3.8498944
Kurtosis	61.215767
Mean	38.8709
Median Absolute Deviation (MAD)	2
Skewness	6.843237
Sum	388709
Variance	22394.781
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2004	20.0%
1	1939	19.4%
2	1280	12.8%
3	932	9.3%
4	609	6.1%
5	396	4.0%
6	295	2.9%
7	209	2.1%
8	162	1.6%
9	121	1.2%
Other values (569)	2053	20.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2004	20.0%
1	1939	19.4%
2	1280	12.8%
3	932	9.3%
4	609	6.1%
5	396	4.0%
6	295	2.9%
7	209	2.1%
8	162	1.6%
9	121	1.2%

Value	Count	Frequency (%)
2564	1	< 0.1%
2512	1	< 0.1%
2300	1	< 0.1%
1772	1	< 0.1%
1743	1	< 0.1%
1712	1	< 0.1%
1680	1	< 0.1%
1635	1	< 0.1%
1626	1	< 0.1%
1618	1	< 0.1%

6인세대
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	213
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.4939

Minimum	0
Maximum	546
Zeros	4450
Zeros (%)	44.5%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	39
Maximum	546
Range	546
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	27.917684
Coefficient of variation (CV)	3.7253879
Kurtosis	73.484399
Mean	7.4939
Median Absolute Deviation (MAD)	1
Skewness	7.358939
Sum	74939
Variance	779.3971
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4450	44.5%
1	2193	21.9%
2	960	9.6%
3	475	4.8%
4	263	2.6%
5	167	1.7%
6	131	1.3%
7	89	0.9%
8	71	0.7%
9	60	0.6%
Other values (203)	1141	11.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4450	44.5%
1	2193	21.9%
2	960	9.6%
3	475	4.8%
4	263	2.6%
5	167	1.7%
6	131	1.3%
7	89	0.9%
8	71	0.7%
9	60	0.6%

Value	Count	Frequency (%)
546	1	< 0.1%
461	1	< 0.1%
455	1	< 0.1%
382	1	< 0.1%
362	1	< 0.1%
359	1	< 0.1%
351	1	< 0.1%
344	1	< 0.1%
342	1	< 0.1%
332	1	< 0.1%

7인세대
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	77
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.7001

Minimum	0
Maximum	151
Zeros	6849
Zeros (%)	68.5%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	8
Maximum	151
Range	151
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	6.3875066
Coefficient of variation (CV)	3.7571358
Kurtosis	94.007578
Mean	1.7001
Median Absolute Deviation (MAD)	0
Skewness	8.048492
Sum	17001
Variance	40.80024
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	6849	68.5%
1	1552	15.5%
2	480	4.8%
3	198	2.0%
4	135	1.4%
5	97	1.0%
6	75	0.8%
7	67	0.7%
8	49	0.5%
10	48	0.5%
Other values (67)	450	4.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6849	68.5%
1	1552	15.5%
2	480	4.8%
3	198	2.0%
4	135	1.4%
5	97	1.0%
6	75	0.8%
7	67	0.7%
8	49	0.5%
9	44	0.4%

Value	Count	Frequency (%)
151	1	< 0.1%
111	1	< 0.1%
110	1	< 0.1%
90	1	< 0.1%
88	1	< 0.1%
85	1	< 0.1%
82	1	< 0.1%
80	1	< 0.1%
74	2	< 0.1%
71	1	< 0.1%

8인세대
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	29
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4275

Minimum	0
Maximum	42
Zeros	8447
Zeros (%)	84.5%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	42
Range	42
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.7520419
Coefficient of variation (CV)	4.0983436
Kurtosis	104.31507
Mean	0.4275
Median Absolute Deviation (MAD)	0
Skewness	8.4959678
Sum	4275
Variance	3.0696507
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
0	8447	84.5%
1	878	8.8%
2	239	2.4%
3	124	1.2%
4	80	0.8%
5	44	0.4%
6	38	0.4%
7	28	0.3%
8	27	0.3%
10	16	0.2%
Other values (19)	79	0.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8447	84.5%
1	878	8.8%
2	239	2.4%
3	124	1.2%
4	80	0.8%
5	44	0.4%
6	38	0.4%
7	28	0.3%
8	27	0.3%
9	13	0.1%

Value	Count	Frequency (%)
42	1	< 0.1%
32	1	< 0.1%
31	1	< 0.1%
25	1	< 0.1%
24	2	< 0.1%
23	1	< 0.1%
22	1	< 0.1%
21	5	0.1%
20	2	< 0.1%
19	3	< 0.1%

9인세대
Real number (ℝ)

ZEROS

Distinct	16
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1351

Minimum	0
Maximum	16
Zeros	9251
Zeros (%)	92.5%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	16
Range	16
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.66640258
Coefficient of variation (CV)	4.9326616
Kurtosis	138.48612
Mean	0.1351
Median Absolute Deviation (MAD)	0
Skewness	9.6413995
Sum	1351
Variance	0.4440924
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
0	9251	92.5%
1	492	4.9%
2	131	1.3%
3	52	0.5%
4	28	0.3%
5	15	0.1%
6	11	0.1%
7	7	0.1%
8	4	< 0.1%
9	2	< 0.1%
Other values (6)	7	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9251	92.5%
1	492	4.9%
2	131	1.3%
3	52	0.5%
4	28	0.3%
5	15	0.1%
6	11	0.1%
7	7	0.1%
8	4	< 0.1%
9	2	< 0.1%

Value	Count	Frequency (%)
16	1	< 0.1%
15	1	< 0.1%
13	1	< 0.1%
12	2	< 0.1%
11	1	< 0.1%
10	1	< 0.1%
9	2	< 0.1%
8	4	< 0.1%
7	7	0.1%
6	11	0.1%

10인이상세대
Real number (ℝ)

ZEROS

Distinct	11
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1284

Minimum	0
Maximum	10
Zeros	9138
Zeros (%)	91.4%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	10
Range	10
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.5341741
Coefficient of variation (CV)	4.1602345
Kurtosis	77.645862
Mean	0.1284
Median Absolute Deviation (MAD)	0
Skewness	7.309394
Sum	1284
Variance	0.28534197
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0	9138	91.4%
1	634	6.3%
2	144	1.4%
3	41	0.4%
4	16	0.2%
7	9	0.1%
5	9	0.1%
6	4	< 0.1%
8	3	< 0.1%
10	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9138	91.4%
1	634	6.3%
2	144	1.4%
3	41	0.4%
4	16	0.2%
5	9	0.1%
6	4	< 0.1%
7	9	0.1%
8	3	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
10	1	< 0.1%
9	1	< 0.1%
8	3	< 0.1%
7	9	0.1%
6	4	< 0.1%
5	9	0.1%
4	16	0.2%
3	41	0.4%
2	144	1.4%
1	634	6.3%

Phik (φk)
Auto

Heatmap
Table

	법정동코드	시도명	전체세대수	1인세대	2인세대	3인세대	4인세대	5인세대	6인세대	7인세대	8인세대	9인세대	10인이상세대
법정동코드	1.000	0.990	0.252	0.240	0.257	0.238	0.248	0.237	0.256	0.247	0.240	0.238	0.221
시도명	0.990	1.000	0.323	0.309	0.307	0.316	0.293	0.308	0.325	0.323	0.300	0.274	0.260
전체세대수	0.252	0.323	1.000	0.892	0.954	0.893	0.883	0.920	0.950	0.854	0.791	0.698	0.639
1인세대	0.240	0.309	0.892	1.000	0.863	0.897	0.803	0.710	0.793	0.907	0.882	0.668	0.595
2인세대	0.257	0.307	0.954	0.863	1.000	0.918	0.951	0.816	0.882	0.868	0.813	0.841	0.770
3인세대	0.238	0.316	0.893	0.897	0.918	1.000	0.882	0.880	0.892	0.928	0.898	0.677	0.570
4인세대	0.248	0.293	0.883	0.803	0.951	0.882	1.000	0.932	0.893	0.881	0.821	0.851	0.782
5인세대	0.237	0.308	0.920	0.710	0.816	0.880	0.932	1.000	0.955	0.825	0.768	0.700	0.609
6인세대	0.256	0.325	0.950	0.793	0.882	0.892	0.893	0.955	1.000	0.923	0.856	0.795	0.619
7인세대	0.247	0.323	0.854	0.907	0.868	0.928	0.881	0.825	0.923	1.000	0.941	0.792	0.634
8인세대	0.240	0.300	0.791	0.882	0.813	0.898	0.821	0.768	0.856	0.941	1.000	0.795	0.603
9인세대	0.238	0.274	0.698	0.668	0.841	0.677	0.851	0.700	0.795	0.792	0.795	1.000	0.721
10인이상세대	0.221	0.260	0.639	0.595	0.770	0.570	0.782	0.609	0.619	0.634	0.603	0.721	1.000

Heatmap
Table

	법정동코드	전체세대수	1인세대	2인세대	3인세대	4인세대	5인세대	6인세대	7인세대	8인세대	9인세대	10인이상세대	시도명
법정동코드	1.000	-0.227	-0.206	-0.216	-0.250	-0.252	-0.238	-0.236	-0.228	-0.222	-0.183	-0.139	0.968
전체세대수	-0.227	1.000	0.983	0.968	0.935	0.896	0.821	0.724	0.608	0.488	0.371	0.311	0.135
1인세대	-0.206	0.983	1.000	0.922	0.883	0.845	0.775	0.688	0.587	0.477	0.362	0.308	0.135
2인세대	-0.216	0.968	0.922	1.000	0.928	0.884	0.816	0.721	0.605	0.487	0.369	0.306	0.124
3인세대	-0.250	0.935	0.883	0.928	1.000	0.900	0.830	0.734	0.615	0.490	0.372	0.304	0.138
4인세대	-0.252	0.896	0.845	0.884	0.900	1.000	0.821	0.723	0.612	0.489	0.372	0.308	0.118
5인세대	-0.238	0.821	0.775	0.816	0.830	0.821	1.000	0.696	0.599	0.480	0.373	0.296	0.128
6인세대	-0.236	0.724	0.688	0.721	0.734	0.723	0.696	1.000	0.581	0.487	0.383	0.303	0.136
7인세대	-0.228	0.608	0.587	0.605	0.615	0.612	0.599	0.581	1.000	0.503	0.407	0.323	0.141
8인세대	-0.222	0.488	0.477	0.487	0.490	0.489	0.480	0.487	0.503	1.000	0.459	0.335	0.132
9인세대	-0.183	0.371	0.362	0.369	0.372	0.372	0.373	0.383	0.407	0.459	1.000	0.312	0.110
10인이상세대	-0.139	0.311	0.308	0.306	0.304	0.308	0.296	0.303	0.323	0.335	0.312	1.000	0.093
시도명	0.968	0.135	0.135	0.124	0.138	0.118	0.128	0.136	0.141	0.132	0.110	0.093	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

	법정동코드	기준연월	시도명	시군구명	읍면동명	리명	전체세대수	1인세대	2인세대	3인세대	4인세대	5인세대	6인세대	7인세대	8인세대	9인세대	10인이상세대
17824	5271034021	2024-03-31	전북특별자치도	완주군	소양면	신교리	324	117	122	44	26	11	1	3	0	0	0
1855	3171034028	2024-03-31	울산광역시	울주군	웅촌면	통천리	28	14	7	4	1	0	0	0	0	0	2
11392	4723031022	2024-03-31	경상북도	영천시	청통면	우천리	203	116	67	11	7	1	1	0	0	0	0
9681	4686035023	2024-03-31	전라남도	함평군	대동면	백호리	136	88	31	10	4	1	0	1	1	0	0
3402	4161011800	2024-03-31	경기도	광주시	추자동	추자동	1971	722	521	373	261	77	12	1	2	2	0
6939	4477031034	2024-03-31	충청남도	서천군	마서면	신포리	110	57	32	11	5	4	1	0	0	0	0
8095	4617040022	2024-03-31	전라남도	나주시	산포면	신도리	200	126	55	7	8	3	1	0	0	0	0
13668	4817039024	2024-03-31	경상남도	진주시	지수면	압사리	199	110	59	15	7	7	0	0	1	0	0
8213	4671025033	2024-03-31	전라남도	담양군	담양읍	학동리	137	83	35	14	4	0	1	0	0	0	0
5240	4376039027	2024-03-31	충청북도	괴산군	사리면	이곡리	188	96	69	13	8	2	0	0	0	0	0

	법정동코드	기준연월	시도명	시군구명	읍면동명	리명	전체세대수	1인세대	2인세대	3인세대	4인세대	5인세대	6인세대
7146	4479036022	2024-03-31	충청남도	청양군	장평면	은곡리	97	43	40	7	4	1	2
16745	5182025323	2024-03-31	강원특별자치도	고성군	거진읍	원당리	38	19	14	5	0	0	0
14023	4827010600	2024-03-31	경상남도	밀양시	용평동	용평동	237	112	87	22	13	2	1
9756	4687025331	2024-03-31	전라남도	영광군	백수읍	지산리	173	97	40	21	12	3	0
8011	4617032029	2024-03-31	전라남도	나주시	왕곡면	신원리	182	99	63	12	6	1	1
14915	4885039025	2024-03-31	경상남도	하동군	북천면	서황리	119	66	31	17	4	1	0
10097	4690033028	2024-03-31	전라남도	진도군	의신면	연주리	90	58	22	6	4	0	0
13796	4822036027	2024-03-31	경상남도	통영시	한산면	비진리	97	54	32	9	0	1	1
3925	4183036022	2024-03-31	경기도	양평군	단월면	삼가리	190	86	64	24	10	4	2
4549	4315033021	2024-03-31	충청북도	제천시	수산면	수산리	183	98	61	18	4	2	0

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Space Separator

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Close Punctuation

Open Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Han

Most occurring blocks

Most frequent character per block

Hangul

ASCII

CJK

Interactions

Correlations

Missing values

Sample