gimi9 Pandas Profiling

Dataset statistics

Number of variables	16
Number of observations	3613
Missing cells	24
Missing cells (%)	< 0.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	494.1 KiB
Average record size in memory	140.0 B

Variable types

Numeric	12
Categorical	2
Text	2

Dataset

Description	행정동(읍면동)별 주민등록 세대수 현황에 대한 데이터입니다.행정동은 주민들이 거주하는 지역을 행정능률과 주민편의를 위하여 구분한 행정구역 단위입니다.
Author	행정안전부
URL	https://www.data.go.kr/data/15097974/fileData.do

Alerts

`기준연월` has constant value ""	Constant
`행정기관코드` is highly overall correlated with `3인세대` and 1 other fields	High correlation
`전체세대수` is highly overall correlated with `1인세대` and 8 other fields	High correlation
`1인세대` is highly overall correlated with `전체세대수` and 7 other fields	High correlation
`2인세대` is highly overall correlated with `전체세대수` and 8 other fields	High correlation
`3인세대` is highly overall correlated with `행정기관코드` and 9 other fields	High correlation
`4인세대` is highly overall correlated with `전체세대수` and 8 other fields	High correlation
`5인세대` is highly overall correlated with `전체세대수` and 8 other fields	High correlation
`6인세대` is highly overall correlated with `전체세대수` and 8 other fields	High correlation
`7인세대` is highly overall correlated with `전체세대수` and 8 other fields	High correlation
`8인세대` is highly overall correlated with `전체세대수` and 7 other fields	High correlation
`9인세대` is highly overall correlated with `전체세대수` and 6 other fields	High correlation
`시도명` is highly overall correlated with `행정기관코드`	High correlation
`행정기관코드` has unique values	Unique
`6인세대` has 50 (1.4%) zeros	Zeros
`7인세대` has 307 (8.5%) zeros	Zeros
`8인세대` has 1085 (30.0%) zeros	Zeros
`9인세대` has 2134 (59.1%) zeros	Zeros
`10인이상세대` has 2120 (58.7%) zeros	Zeros

Reproduction

Analysis started	2024-04-06 08:19:43.352463
Analysis finished	2024-04-06 08:20:21.001927
Duration	37.65 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

행정기관코드
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	3613
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.8327467 × 10⁹

Minimum	1.1110515 × 10⁹
Maximum	5.280042 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	31.9 KiB

Quantile statistics

Minimum	1.1110515 × 10⁹
5-th percentile	1.1380557 × 10⁹
Q1	2.8260544 × 10⁹
median	4.311135 × 10⁹
Q3	4.773033 × 10⁹
95-th percentile	5.2134532 × 10⁹
Maximum	5.280042 × 10⁹
Range	4.1689905 × 10⁹
Interquartile range (IQR)	1.9469786 × 10⁹

Descriptive statistics

Standard deviation	1.2616173 × 10⁹
Coefficient of variation (CV)	0.32916794
Kurtosis	-0.20220735
Mean	3.8327467 × 10⁹
Median Absolute Deviation (MAD)	5.21921 × 10⁸
Skewness	-0.98268915
Sum	1.3847714 × 10¹³
Variance	1.5916783 × 10¹⁸
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1111051500	1	< 0.1%
4681040000	1	< 0.1%
4684025800	1	< 0.1%
4684032000	1	< 0.1%
4684033000	1	< 0.1%
4684034000	1	< 0.1%
4684035000	1	< 0.1%
4684036000	1	< 0.1%
4684037000	1	< 0.1%
4686025000	1	< 0.1%
Other values (3603)	3603	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1111051500	1	< 0.1%
1111053000	1	< 0.1%
1111054000	1	< 0.1%
1111055000	1	< 0.1%
1111056000	1	< 0.1%
1111057000	1	< 0.1%
1111058000	1	< 0.1%
1111060000	1	< 0.1%
1111061500	1	< 0.1%
1111063000	1	< 0.1%

Value	Count	Frequency (%)
5280042000	1	< 0.1%
5280041000	1	< 0.1%
5280040000	1	< 0.1%
5280039000	1	< 0.1%
5280038000	1	< 0.1%
5280037000	1	< 0.1%
5280036000	1	< 0.1%
5280035000	1	< 0.1%
5280034000	1	< 0.1%
5280033000	1	< 0.1%

기준연월
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.4 KiB

2024-03-31	3613

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2024-03-31
2nd row	2024-03-31
3rd row	2024-03-31
4th row	2024-03-31
5th row	2024-03-31

Common Values

Value	Count	Frequency (%)
2024-03-31	3613	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2024-03-31	3613	100.0%

시도명
Categorical

HIGH CORRELATION

Distinct	17
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	28.4 KiB

경기도	602
서울특별시	426
경상북도	335
전라남도	323
경상남도	310
Other values (12)	1617

Length

Max length	7
Median length	5
Mean length	4.5773595
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
경기도	602	16.7%
서울특별시	426	11.8%
경상북도	335	9.3%
전라남도	323	8.9%
경상남도	310	8.6%
전북특별자치도	243	6.7%
충청남도	210	5.8%
부산광역시	205	5.7%
강원특별자치도	194	5.4%
인천광역시	160	4.4%
Other values (7)	605	16.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
경기도	602	16.7%
서울특별시	426	11.8%
경상북도	335	9.3%
전라남도	323	8.9%
경상남도	310	8.6%
전북특별자치도	243	6.7%
충청남도	210	5.8%
부산광역시	205	5.7%
강원특별자치도	194	5.4%
인천광역시	160	4.4%
Other values (7)	605	16.7%

시군구명
Text

Distinct	229
Distinct (%)	6.4%
Missing	24
Missing (%)	0.7%
Memory size	28.4 KiB

Length

Max length	9
Median length	3
Mean length	3.4664252
Min length	2

Characters and Unicode

Total characters	12441
Distinct characters	143
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	0 ?
Unique (%)	0.0%

Sample

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

Value	Count	Frequency (%)
서구	95	2.3%
북구	87	2.1%
동구	83	2.0%
중구	77	1.9%
남구	75	1.9%
창원시	55	1.4%
성남시	50	1.2%
수원시	44	1.1%
고양시	44	1.1%
청주시	43	1.1%
Other values (229)	3399	83.9%

Most occurring characters

Value	Count	Frequency (%)
구	1641	13.2%
시	1632	13.1%
군	908	7.3%
	463	3.7%
주	409	3.3%
천	343	2.8%
산	342	2.7%
성	297	2.4%
동	293	2.4%
양	274	2.2%
Other values (133)	5839	46.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	11978	96.3%
Space Separator	463	3.7%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
구	1641	13.7%
시	1632	13.6%
군	908	7.6%
주	409	3.4%
천	343	2.9%
산	342	2.9%
성	297	2.5%
동	293	2.4%
양	274	2.3%
남	263	2.2%
Other values (132)	5576	46.6%

Space Separator

Value	Count	Frequency (%)
	463	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	11978	96.3%
Common	463	3.7%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
구	1641	13.7%
시	1632	13.6%
군	908	7.6%
주	409	3.4%
천	343	2.9%
산	342	2.9%
성	297	2.5%
동	293	2.4%
양	274	2.3%
남	263	2.2%
Other values (132)	5576	46.6%

Common

Value	Count	Frequency (%)
	463	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	11978	96.3%
ASCII	463	3.7%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
구	1641	13.7%
시	1632	13.6%
군	908	7.6%
주	409	3.4%
천	343	2.9%
산	342	2.9%
성	297	2.5%
동	293	2.4%
양	274	2.3%
남	263	2.2%
Other values (132)	5576	46.6%

ASCII

Value	Count	Frequency (%)
	463	100.0%

읍면동명
Text

Distinct	3277
Distinct (%)	90.7%
Missing	0
Missing (%)	0.0%
Memory size	28.4 KiB

Length

Max length	11
Median length	3
Mean length	3.5203432
Min length	2

Characters and Unicode

Total characters	12719
Distinct characters	348
Distinct categories	3 ?
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	3056 ?
Unique (%)	84.6%

Sample

1st row	청운효자동
2nd row	사직동
3rd row	삼청동
4th row	부암동
5th row	평창동

Value	Count	Frequency (%)
중앙동	31	0.9%
남면	12	0.3%
서면	9	0.2%
북면	8	0.2%
송정동	7	0.2%
금성면	5	0.1%
신흥동	5	0.1%
동면	5	0.1%
교동	5	0.1%
성산면	4	0.1%
Other values (3267)	3522	97.5%

Most occurring characters

Value	Count	Frequency (%)
동	2293	18.0%
면	1212	9.5%
1	399	3.1%
2	388	3.1%
제	354	2.8%
산	298	2.3%
읍	258	2.0%
3	169	1.3%
신	159	1.3%
성	158	1.2%
Other values (338)	7031	55.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	11568	91.0%
Decimal Number	1118	8.8%
Other Punctuation	33	0.3%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	2293	19.8%
면	1212	10.5%
제	354	3.1%
산	298	2.6%
읍	258	2.2%
신	159	1.4%
성	158	1.4%
천	153	1.3%
장	148	1.3%
대	136	1.2%
Other values (327)	6399	55.3%

Decimal Number

Value	Count	Frequency (%)
1	399	35.7%
2	388	34.7%
3	169	15.1%
4	80	7.2%
5	35	3.1%
6	22	2.0%
7	11	1.0%
8	7	0.6%
9	5	0.4%
0	2	0.2%

Other Punctuation

Value	Count	Frequency (%)
.	33	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	11568	91.0%
Common	1151	9.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	2293	19.8%
면	1212	10.5%
제	354	3.1%
산	298	2.6%
읍	258	2.2%
신	159	1.4%
성	158	1.4%
천	153	1.3%
장	148	1.3%
대	136	1.2%
Other values (327)	6399	55.3%

Common

Value	Count	Frequency (%)
1	399	34.7%
2	388	33.7%
3	169	14.7%
4	80	7.0%
5	35	3.0%
.	33	2.9%
6	22	1.9%
7	11	1.0%
8	7	0.6%
9	5	0.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	11568	91.0%
ASCII	1151	9.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
동	2293	19.8%
면	1212	10.5%
제	354	3.1%
산	298	2.6%
읍	258	2.2%
신	159	1.4%
성	158	1.4%
천	153	1.3%
장	148	1.3%
대	136	1.2%
Other values (327)	6399	55.3%

ASCII

Value	Count	Frequency (%)
1	399	34.7%
2	388	33.7%
3	169	14.7%
4	80	7.0%
5	35	3.0%
.	33	2.9%
6	22	1.9%
7	11	1.0%
8	7	0.6%
9	5	0.4%

전체세대수
Real number (ℝ)

HIGH CORRELATION

Distinct	3123
Distinct (%)	86.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6643.235

Minimum	33
Maximum	49083
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	31.9 KiB

Quantile statistics

Minimum	33
5-th percentile	841.6
Q1	1905
median	5276
Q3	9854
95-th percentile	17423
Maximum	49083
Range	49050
Interquartile range (IQR)	7949

Descriptive statistics

Standard deviation	5660.2389
Coefficient of variation (CV)	0.85203051
Kurtosis	3.4067597
Mean	6643.235
Median Absolute Deviation (MAD)	3662
Skewness	1.4354419
Sum	24002008
Variance	32038304
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1118	5	0.1%
1241	4	0.1%
1683	4	0.1%
11464	4	0.1%
1658	4	0.1%
1009	4	0.1%
601	4	0.1%
1129	3	0.1%
1002	3	0.1%
1832	3	0.1%
Other values (3113)	3575	98.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
33	1	< 0.1%
43	1	< 0.1%
60	1	< 0.1%
93	1	< 0.1%
110	1	< 0.1%
124	1	< 0.1%
131	1	< 0.1%
133	1	< 0.1%
135	1	< 0.1%
139	1	< 0.1%

Value	Count	Frequency (%)
49083	1	< 0.1%
41281	1	< 0.1%
40910	1	< 0.1%
40393	1	< 0.1%
40173	1	< 0.1%
39650	1	< 0.1%
34967	1	< 0.1%
33362	1	< 0.1%
32248	1	< 0.1%
31896	1	< 0.1%

1인세대
Real number (ℝ)

HIGH CORRELATION

Distinct	2647
Distinct (%)	73.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2773.7097

Minimum	22
Maximum	18547
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	31.9 KiB

Quantile statistics

Minimum	22
5-th percentile	467.6
Q1	975
median	2107
Q3	3794
95-th percentile	7484.8
Maximum	18547
Range	18525
Interquartile range (IQR)	2819

Descriptive statistics

Standard deviation	2398.4837
Coefficient of variation (CV)	0.86472053
Kurtosis	5.2820727
Mean	2773.7097
Median Absolute Deviation (MAD)	1280
Skewness	1.8874408
Sum	10021413
Variance	5752724
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
711	8	0.2%
608	6	0.2%
590	6	0.2%
748	6	0.2%
651	5	0.1%
522	5	0.1%
701	5	0.1%
518	5	0.1%
657	5	0.1%
2925	5	0.1%
Other values (2637)	3557	98.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
22	1	< 0.1%
29	1	< 0.1%
40	1	< 0.1%
50	1	< 0.1%
53	1	< 0.1%
66	1	< 0.1%
71	1	< 0.1%
74	1	< 0.1%
91	1	< 0.1%
92	1	< 0.1%

Value	Count	Frequency (%)
18547	1	< 0.1%
18032	1	< 0.1%
17650	1	< 0.1%
17645	1	< 0.1%
17044	1	< 0.1%
16491	1	< 0.1%
15622	1	< 0.1%
15369	1	< 0.1%
15362	1	< 0.1%
15192	1	< 0.1%

2인세대
Real number (ℝ)

HIGH CORRELATION

Distinct	2259
Distinct (%)	62.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1635.6596

Minimum	2
Maximum	11360
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	31.9 KiB

Quantile statistics

Minimum	2
5-th percentile	248.6
Q1	553
median	1340
Q3	2385
95-th percentile	4084.2
Maximum	11360
Range	11358
Interquartile range (IQR)	1832

Descriptive statistics

Standard deviation	1298.4241
Coefficient of variation (CV)	0.79382297
Kurtosis	3.383657
Mean	1635.6596
Median Absolute Deviation (MAD)	858
Skewness	1.3924246
Sum	5909638
Variance	1685905.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
533	7	0.2%
328	7	0.2%
357	7	0.2%
384	6	0.2%
296	6	0.2%
408	6	0.2%
299	6	0.2%
467	6	0.2%
535	6	0.2%
277	6	0.2%
Other values (2249)	3550	98.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	1	< 0.1%
6	1	< 0.1%
23	1	< 0.1%
24	1	< 0.1%
25	3	0.1%
26	1	< 0.1%
30	1	< 0.1%
32	1	< 0.1%
33	1	< 0.1%
36	1	< 0.1%

Value	Count	Frequency (%)
11360	1	< 0.1%
10434	1	< 0.1%
9694	1	< 0.1%
8743	1	< 0.1%
8621	1	< 0.1%
8348	1	< 0.1%
8236	1	< 0.1%
8109	1	< 0.1%
7928	1	< 0.1%
7449	1	< 0.1%

3인세대
Real number (ℝ)

HIGH CORRELATION

Distinct	1963
Distinct (%)	54.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1118.3424

Minimum	0
Maximum	10482
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	31.9 KiB

Quantile statistics

Minimum	0
5-th percentile	66
Q1	182
median	760
Q3	1707
95-th percentile	3284.8
Maximum	10482
Range	10482
Interquartile range (IQR)	1525

Descriptive statistics

Standard deviation	1136.2404
Coefficient of variation (CV)	1.0160041
Kurtosis	4.1501743
Mean	1118.3424
Median Absolute Deviation (MAD)	634
Skewness	1.6110605
Sum	4040571
Variance	1291042.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
82	13	0.4%
77	13	0.4%
93	13	0.4%
108	13	0.4%
84	12	0.3%
111	11	0.3%
143	11	0.3%
95	11	0.3%
73	11	0.3%
152	11	0.3%
Other values (1953)	3494	96.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
7	1	< 0.1%
8	2	0.1%
10	1	< 0.1%
11	6	0.2%
12	1	< 0.1%

Value	Count	Frequency (%)
10482	1	< 0.1%
8652	1	< 0.1%
8144	1	< 0.1%
7760	1	< 0.1%
7291	1	< 0.1%
6822	1	< 0.1%
6721	1	< 0.1%
6566	1	< 0.1%
6547	1	< 0.1%
6502	1	< 0.1%

4인세대
Real number (ℝ)

HIGH CORRELATION

Distinct	1707
Distinct (%)	47.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	861.75671

Minimum	0
Maximum	9235
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	31.9 KiB

Quantile statistics

Minimum	0
5-th percentile	24.6
Q1	80
median	480
Q3	1292
95-th percentile	2994
Maximum	9235
Range	9235
Interquartile range (IQR)	1212

Descriptive statistics

Standard deviation	1032.4802
Coefficient of variation (CV)	1.198111
Kurtosis	5.9250902
Mean	861.75671
Median Absolute Deviation (MAD)	434
Skewness	2.0122853
Sum	3113527
Variance	1066015.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
40	25	0.7%
47	23	0.6%
30	23	0.6%
29	23	0.6%
65	21	0.6%
26	20	0.6%
53	19	0.5%
43	18	0.5%
36	18	0.5%
49	17	0.5%
Other values (1697)	3406	94.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	1	< 0.1%
2	3	0.1%
3	3	0.1%
4	4	0.1%
5	8	0.2%
6	5	0.1%
7	5	0.1%
8	4	0.1%
9	7	0.2%

Value	Count	Frequency (%)
9235	1	< 0.1%
8316	1	< 0.1%
7296	1	< 0.1%
6961	1	< 0.1%
6885	1	< 0.1%
6763	1	< 0.1%
6470	1	< 0.1%
6365	1	< 0.1%
6165	1	< 0.1%
6078	2	0.1%

5인세대
Real number (ℝ)

HIGH CORRELATION

Distinct	738
Distinct (%)	20.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	201.98339

Minimum	0
Maximum	2121
Zeros	9
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	31.9 KiB

Quantile statistics

Minimum	0
5-th percentile	8
Q1	30
median	126
Q3	301
95-th percentile	656
Maximum	2121
Range	2121
Interquartile range (IQR)	271

Descriptive statistics

Standard deviation	228.00082
Coefficient of variation (CV)	1.1288097
Kurtosis	7.3926926
Mean	201.98339
Median Absolute Deviation (MAD)	107
Skewness	2.1333846
Sum	729766
Variance	51984.375
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12	48	1.3%
20	47	1.3%
17	45	1.2%
13	45	1.2%
10	43	1.2%
14	43	1.2%
16	42	1.2%
15	38	1.1%
18	38	1.1%
11	36	1.0%
Other values (728)	3188	88.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9	0.2%
1	10	0.3%
2	12	0.3%
3	13	0.4%
4	19	0.5%
5	28	0.8%
6	28	0.8%
7	30	0.8%
8	34	0.9%
9	33	0.9%

Value	Count	Frequency (%)
2121	1	< 0.1%
1998	1	< 0.1%
1782	1	< 0.1%
1772	1	< 0.1%
1740	1	< 0.1%
1570	1	< 0.1%
1554	1	< 0.1%
1530	1	< 0.1%
1452	1	< 0.1%
1412	1	< 0.1%

6인세대
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	200
Distinct (%)	5.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	39.184334

Minimum	0
Maximum	385
Zeros	50
Zeros (%)	1.4%
Negative	0
Negative (%)	0.0%
Memory size	31.9 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	8
median	27
Q3	58
95-th percentile	116
Maximum	385
Range	385
Interquartile range (IQR)	50

Descriptive statistics

Standard deviation	40.118268
Coefficient of variation (CV)	1.0238344
Kurtosis	6.7363439
Mean	39.184334
Median Absolute Deviation (MAD)	21
Skewness	1.9892186
Sum	141573
Variance	1609.4754
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5	129	3.6%
6	116	3.2%
2	115	3.2%
7	113	3.1%
8	112	3.1%
4	110	3.0%
3	101	2.8%
9	72	2.0%
12	72	2.0%
13	67	1.9%
Other values (190)	2606	72.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	50	1.4%
1	63	1.7%
2	115	3.2%
3	101	2.8%
4	110	3.0%
5	129	3.6%
6	116	3.2%
7	113	3.1%
8	112	3.1%
9	72	2.0%

Value	Count	Frequency (%)
385	1	< 0.1%
356	1	< 0.1%
307	1	< 0.1%
298	1	< 0.1%
285	1	< 0.1%
275	1	< 0.1%
270	1	< 0.1%
268	1	< 0.1%
251	1	< 0.1%
248	1	< 0.1%

7인세대
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	62
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.8649322

Minimum	0
Maximum	109
Zeros	307
Zeros (%)	8.5%
Negative	0
Negative (%)	0.0%
Memory size	31.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	6
Q3	13
95-th percentile	26
Maximum	109
Range	109
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	9.3038425
Coefficient of variation (CV)	1.0495109
Kurtosis	9.1166536
Mean	8.8649322
Median Absolute Deviation (MAD)	5
Skewness	2.1857608
Sum	32029
Variance	86.561486
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	368	10.2%
2	339	9.4%
3	311	8.6%
0	307	8.5%
4	218	6.0%
5	198	5.5%
8	160	4.4%
6	157	4.3%
7	150	4.2%
9	137	3.8%
Other values (52)	1268	35.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	307	8.5%
1	368	10.2%
2	339	9.4%
3	311	8.6%
4	218	6.0%
5	198	5.5%
6	157	4.3%
7	150	4.2%
8	160	4.4%
9	137	3.8%

Value	Count	Frequency (%)
109	1	< 0.1%
86	1	< 0.1%
75	1	< 0.1%
71	1	< 0.1%
63	1	< 0.1%
62	1	< 0.1%
60	1	< 0.1%
58	1	< 0.1%
56	1	< 0.1%
54	1	< 0.1%

8인세대
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	21
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.3401605

Minimum	0
Maximum	22
Zeros	1085
Zeros (%)	30.0%
Negative	0
Negative (%)	0.0%
Memory size	31.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	3
95-th percentile	8
Maximum	22
Range	22
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.7952926
Coefficient of variation (CV)	1.1944875
Kurtosis	5.0596435
Mean	2.3401605
Median Absolute Deviation (MAD)	1
Skewness	1.9427298
Sum	8455
Variance	7.8136608
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
0	1085	30.0%
1	763	21.1%
2	530	14.7%
3	365	10.1%
4	253	7.0%
5	190	5.3%
6	127	3.5%
7	80	2.2%
8	68	1.9%
9	48	1.3%
Other values (11)	104	2.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1085	30.0%
1	763	21.1%
2	530	14.7%
3	365	10.1%
4	253	7.0%
5	190	5.3%
6	127	3.5%
7	80	2.2%
8	68	1.9%
9	48	1.3%

Value	Count	Frequency (%)
22	1	< 0.1%
20	2	0.1%
18	1	< 0.1%
17	5	0.1%
16	1	< 0.1%
15	5	0.1%
14	9	0.2%
13	15	0.4%
12	14	0.4%
11	22	0.6%

9인세대
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	10
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.71132023

Minimum	0
Maximum	9
Zeros	2134
Zeros (%)	59.1%
Negative	0
Negative (%)	0.0%
Memory size	31.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	3
Maximum	9
Range	9
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.1457837
Coefficient of variation (CV)	1.6107847
Kurtosis	7.776593
Mean	0.71132023
Median Absolute Deviation (MAD)	0
Skewness	2.3922905
Sum	2570
Variance	1.3128203
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	2134	59.1%
1	881	24.4%
2	335	9.3%
3	136	3.8%
4	74	2.0%
5	25	0.7%
6	15	0.4%
7	6	0.2%
8	5	0.1%
9	2	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2134	59.1%
1	881	24.4%
2	335	9.3%
3	136	3.8%
4	74	2.0%
5	25	0.7%
6	15	0.4%
7	6	0.2%
8	5	0.1%
9	2	0.1%

Value	Count	Frequency (%)
9	2	0.1%
8	5	0.1%
7	6	0.2%
6	15	0.4%
5	25	0.7%
4	74	2.0%
3	136	3.8%
2	335	9.3%
1	881	24.4%
0	2134	59.1%

10인이상세대
Real number (ℝ)

ZEROS

Distinct	12
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.68253529

Minimum	0
Maximum	12
Zeros	2120
Zeros (%)	58.7%
Negative	0
Negative (%)	0.0%
Memory size	31.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	3
Maximum	12
Range	12
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.0815154
Coefficient of variation (CV)	1.584556
Kurtosis	11.857437
Mean	0.68253529
Median Absolute Deviation (MAD)	0
Skewness	2.633906
Sum	2466
Variance	1.1696755
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	2120	58.7%
1	910	25.2%
2	365	10.1%
3	130	3.6%
4	50	1.4%
5	18	0.5%
6	9	0.2%
7	4	0.1%
8	3	0.1%
9	2	0.1%
Other values (2)	2	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2120	58.7%
1	910	25.2%
2	365	10.1%
3	130	3.6%
4	50	1.4%
5	18	0.5%
6	9	0.2%
7	4	0.1%
8	3	0.1%
9	2	0.1%

Value	Count	Frequency (%)
12	1	< 0.1%
10	1	< 0.1%
9	2	0.1%
8	3	0.1%
7	4	0.1%
6	9	0.2%
5	18	0.5%
4	50	1.4%
3	130	3.6%
2	365	10.1%

Phik (φk)
Auto

Heatmap
Table

	행정기관코드	시도명	전체세대수	1인세대	2인세대	3인세대	4인세대	5인세대	6인세대	7인세대	8인세대	9인세대	10인이상세대
행정기관코드	1.000	0.992	0.407	0.380	0.394	0.382	0.329	0.325	0.333	0.300	0.323	0.270	0.068
시도명	0.992	1.000	0.450	0.414	0.434	0.424	0.396	0.367	0.414	0.383	0.368	0.308	0.100
전체세대수	0.407	0.450	1.000	0.881	0.957	0.956	0.789	0.923	0.794	0.757	0.788	0.729	0.421
1인세대	0.380	0.414	0.881	1.000	0.845	0.766	0.541	0.750	0.612	0.540	0.619	0.503	0.251
2인세대	0.394	0.434	0.957	0.845	1.000	0.950	0.761	0.909	0.771	0.717	0.803	0.677	0.429
3인세대	0.382	0.424	0.956	0.766	0.950	1.000	0.904	0.966	0.832	0.822	0.882	0.749	0.479
4인세대	0.329	0.396	0.789	0.541	0.761	0.904	1.000	0.912	0.894	0.870	0.704	0.548	0.304
5인세대	0.325	0.367	0.923	0.750	0.909	0.966	0.912	1.000	0.868	0.787	0.840	0.719	0.428
6인세대	0.333	0.414	0.794	0.612	0.771	0.832	0.894	0.868	1.000	0.938	0.790	0.668	0.372
7인세대	0.300	0.383	0.757	0.540	0.717	0.822	0.870	0.787	0.938	1.000	0.825	0.619	0.542
8인세대	0.323	0.368	0.788	0.619	0.803	0.882	0.704	0.840	0.790	0.825	1.000	0.784	0.536
9인세대	0.270	0.308	0.729	0.503	0.677	0.749	0.548	0.719	0.668	0.619	0.784	1.000	0.512
10인이상세대	0.068	0.100	0.421	0.251	0.429	0.479	0.304	0.428	0.372	0.542	0.536	0.512	1.000

Heatmap
Table

	행정기관코드	전체세대수	1인세대	2인세대	3인세대	4인세대	5인세대	6인세대	7인세대	8인세대	9인세대	10인이상세대	시도명
행정기관코드	1.000	-0.499	-0.472	-0.470	-0.502	-0.491	-0.448	-0.442	-0.412	-0.352	-0.279	-0.104	0.972
전체세대수	-0.499	1.000	0.949	0.985	0.971	0.951	0.947	0.928	0.863	0.718	0.538	0.297	0.192
1인세대	-0.472	0.949	1.000	0.923	0.862	0.827	0.827	0.816	0.761	0.622	0.458	0.273	0.174
2인세대	-0.470	0.985	0.923	1.000	0.970	0.943	0.943	0.928	0.863	0.714	0.528	0.303	0.184
3인세대	-0.502	0.971	0.862	0.970	1.000	0.992	0.982	0.955	0.884	0.737	0.551	0.291	0.179
4인세대	-0.491	0.951	0.827	0.943	0.992	1.000	0.988	0.957	0.884	0.738	0.552	0.285	0.170
5인세대	-0.448	0.947	0.827	0.943	0.982	0.988	1.000	0.969	0.900	0.750	0.556	0.305	0.152
6인세대	-0.442	0.928	0.816	0.928	0.955	0.957	0.969	1.000	0.911	0.772	0.571	0.328	0.178
7인세대	-0.412	0.863	0.761	0.863	0.884	0.884	0.900	0.911	1.000	0.742	0.557	0.338	0.163
8인세대	-0.352	0.718	0.622	0.714	0.737	0.738	0.750	0.772	0.742	1.000	0.486	0.305	0.151
9인세대	-0.279	0.538	0.458	0.528	0.551	0.552	0.556	0.571	0.557	0.486	1.000	0.230	0.125
10인이상세대	-0.104	0.297	0.273	0.303	0.291	0.285	0.305	0.328	0.338	0.305	0.230	1.000	0.048
시도명	0.972	0.192	0.174	0.184	0.179	0.170	0.152	0.178	0.163	0.151	0.125	0.048	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

	행정기관코드	기준연월	시도명	시군구명	읍면동명	전체세대수	1인세대	2인세대	3인세대	4인세대	5인세대	6인세대	7인세대	8인세대	9인세대	10인이상세대
0	1111051500	2024-03-31	서울특별시	종로구	청운효자동	5025	1950	1181	952	697	182	42	12	6	3	0
1	1111053000	2024-03-31	서울특별시	종로구	사직동	4545	2307	925	668	483	118	25	13	2	1	3
2	1111054000	2024-03-31	서울특별시	종로구	삼청동	1118	555	262	132	110	42	12	4	1	0	0
3	1111055000	2024-03-31	서울특별시	종로구	부암동	4129	1673	994	735	531	143	38	11	3	0	1
4	1111056000	2024-03-31	서울특별시	종로구	평창동	7105	2234	1811	1457	1145	341	78	21	15	2	1
5	1111057000	2024-03-31	서울특별시	종로구	무악동	3014	711	751	692	673	148	28	7	2	1	1
6	1111058000	2024-03-31	서울특별시	종로구	교남동	4340	1626	1042	897	623	126	15	8	1	2	0
7	1111060000	2024-03-31	서울특별시	종로구	가회동	1900	914	403	321	190	50	17	3	1	0	1
8	1111061500	2024-03-31	서울특별시	종로구	종로1.2.3.4가동	4918	3935	495	262	164	45	13	3	0	1	0
9	1111063000	2024-03-31	서울특별시	종로구	종로5.6가동	3558	2556	491	297	168	37	6	3	0	0	0

	행정기관코드	기준연월	시도명	시군구명	읍면동명	전체세대수	1인세대	2인세대	3인세대	4인세대	5인세대	6인세대	7인세대	8인세대	9인세대	10인이상세대
3603	5280033000	2024-03-31	전북특별자치도	부안군	행안면	1247	730	328	119	43	18	7	2	0	0	0
3604	5280034000	2024-03-31	전북특별자치도	부안군	계화면	1837	1034	561	145	56	28	8	3	1	1	0
3605	5280035000	2024-03-31	전북특별자치도	부안군	보안면	1471	892	432	93	36	12	5	1	0	0	0
3606	5280036000	2024-03-31	전북특별자치도	부안군	변산면	2499	1443	658	232	107	49	9	1	0	0	0
3607	5280037000	2024-03-31	전북특별자치도	부안군	진서면	1365	801	393	104	46	13	6	2	0	0	0
3608	5280038000	2024-03-31	전북특별자치도	부안군	백산면	1517	913	446	102	36	18	1	1	0	0	0
3609	5280039000	2024-03-31	전북특별자치도	부안군	상서면	1268	750	342	117	36	14	4	3	1	1	0
3610	5280040000	2024-03-31	전북특별자치도	부안군	하서면	1513	880	445	121	46	17	3	0	1	0	0
3611	5280041000	2024-03-31	전북특별자치도	부안군	줄포면	1502	876	421	128	52	16	4	4	0	0	1
3612	5280042000	2024-03-31	전북특별자치도	부안군	위도면	770	543	174	25	17	9	2	0	0	0	0

Overview

Variables

Common Values

Length

Common Values (Plot)

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

Other Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Interactions

Correlations

Missing values

Sample