gimi9 Pandas Profiling

Dataset statistics

Number of variables	19
Number of observations	43
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	7.3 KiB
Average record size in memory	173.1 B

Variable types

Text	1
Numeric	18

Dataset

Description	지역별 (서울, 부산, 대구, 인천, 대전, 전주, 제주 등)공무원연금 가입자 추이로 1982년 부터 연 단위로 구분됩니다.
URL	https://www.data.go.kr/data/15053034/fileData.do

Alerts

`계` is highly overall correlated with `서울` and 13 other fields	High correlation
`서울` is highly overall correlated with `계` and 12 other fields	High correlation
`부산` is highly overall correlated with `계` and 13 other fields	High correlation
`대구` is highly overall correlated with `계` and 13 other fields	High correlation
`인천` is highly overall correlated with `계` and 13 other fields	High correlation
`광주` is highly overall correlated with `계` and 13 other fields	High correlation
`대전` is highly overall correlated with `계` and 12 other fields	High correlation
`세종` is highly overall correlated with `계` and 10 other fields	High correlation
`울산` is highly overall correlated with `계` and 12 other fields	High correlation
`경기` is highly overall correlated with `계` and 12 other fields	High correlation
`강원` is highly overall correlated with `계` and 12 other fields	High correlation
`충북` is highly overall correlated with `계` and 12 other fields	High correlation
`경북` is highly overall correlated with `계` and 13 other fields	High correlation
`경남` is highly overall correlated with `계` and 7 other fields	High correlation
`전북` is highly overall correlated with `서울` and 2 other fields	High correlation
`전남` is highly overall correlated with `서울` and 1 other fields	High correlation
`제주` is highly overall correlated with `계` and 13 other fields	High correlation
`구분` has unique values	Unique
`계` has unique values	Unique
`서울` has unique values	Unique
`부산` has unique values	Unique
`대구` has unique values	Unique
`인천` has unique values	Unique
`경기` has unique values	Unique
`강원` has unique values	Unique
`충북` has unique values	Unique
`충남` has unique values	Unique
`경북` has unique values	Unique
`경남` has unique values	Unique
`전북` has unique values	Unique
`전남` has unique values	Unique
`제주` has unique values	Unique
`광주` has 4 (9.3%) zeros	Zeros
`대전` has 7 (16.3%) zeros	Zeros
`세종` has 30 (69.8%) zeros	Zeros
`울산` has 15 (34.9%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 16:31:54.424038
Analysis finished	2023-12-12 16:32:30.316260
Duration	35.89 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

구분
Text

UNIQUE

Distinct	43
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	476.0 B

Length

Max length	5
Median length	4
Mean length	4.0465116
Min length	4

Characters and Unicode

Total characters	174
Distinct characters	12
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	43 ?
Unique (%)	100.0%

Sample

1st row	1982
2nd row	1983
3rd row	1984
4th row	1985
5th row	1986

Value	Count	Frequency (%)
1982	1	2.3%
2004	1	2.3%
2006	1	2.3%
2007	1	2.3%
2008	1	2.3%
2009	1	2.3%
2010	1	2.3%
2011	1	2.3%
2012	1	2.3%
2013	1	2.3%
Other values (33)	33	76.7%

Most occurring characters

Value	Count	Frequency (%)
0	39	22.4%
2	37	21.3%
1	32	18.4%
9	32	18.4%
8	12	6.9%
3	4	2.3%
4	4	2.3%
5	4	2.3%
6	4	2.3%
7	4	2.3%
Other values (2)	2	1.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	172	98.9%
Other Letter	2	1.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	39	22.7%
2	37	21.5%
1	32	18.6%
9	32	18.6%
8	12	7.0%
3	4	2.3%
4	4	2.3%
5	4	2.3%
6	4	2.3%
7	4	2.3%

Other Letter

Value	Count	Frequency (%)
남	1	50.0%
여	1	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	172	98.9%
Hangul	2	1.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	39	22.7%
2	37	21.5%
1	32	18.6%
9	32	18.6%
8	12	7.0%
3	4	2.3%
4	4	2.3%
5	4	2.3%
6	4	2.3%
7	4	2.3%

Hangul

Value	Count	Frequency (%)
남	1	50.0%
여	1	50.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	172	98.9%
Hangul	2	1.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	39	22.7%
2	37	21.5%
1	32	18.6%
9	32	18.6%
8	12	7.0%
3	4	2.3%
4	4	2.3%
5	4	2.3%
6	4	2.3%
7	4	2.3%

Hangul

Value	Count	Frequency (%)
남	1	50.0%
여	1	50.0%

계
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	43
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	950559.98

Minimum	623723
Maximum	1280994
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	519.0 B

Quantile statistics

Minimum	623723
5-th percentile	667771.9
Q1	863955
median	957882
Q3	1061215
95-th percentile	1218694.9
Maximum	1280994
Range	657271
Interquartile range (IQR)	197260

Descriptive statistics

Standard deviation	170029.42
Coefficient of variation (CV)	0.1788729
Kurtosis	-0.51234863
Mean	950559.98
Median Absolute Deviation (MAD)	106590
Skewness	-0.21464587
Sum	40874079
Variance	2.8910004 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
667554	1	2.3%
669733	1	2.3%
1009145	1	2.3%
1021771	1	2.3%
1030256	1	2.3%
1047897	1	2.3%
1052407	1	2.3%
1057958	1	2.3%
1064472	1	2.3%
1072610	1	2.3%
Other values (33)	33	76.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
623723	1	2.3%
657271	1	2.3%
667554	1	2.3%
669733	1	2.3%
682281	1	2.3%
696951	1	2.3%
716629	1	2.3%
737688	1	2.3%
767123	1	2.3%
810069	1	2.3%

Value	Count	Frequency (%)
1280994	1	2.3%
1261421	1	2.3%
1221322	1	2.3%
1195051	1	2.3%
1160586	1	2.3%
1120458	1	2.3%
1107972	1	2.3%
1093038	1	2.3%
1081147	1	2.3%
1072610	1	2.3%

서울
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	43
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	208828.6

Minimum	114949
Maximum	241420
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	519.0 B

Quantile statistics

Minimum	114949
5-th percentile	165460.8
Q1	209035.5
median	216855
Q3	222023.5
95-th percentile	230310.7
Maximum	241420
Range	126471
Interquartile range (IQR)	12988

Descriptive statistics

Standard deviation	25842.001
Coefficient of variation (CV)	0.12374742
Kurtosis	5.0666792
Mean	208828.6
Median Absolute Deviation (MAD)	7437
Skewness	-2.1328929
Sum	8979630
Variance	6.6780903 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
164485	1	2.3%
174243	1	2.3%
216855	1	2.3%
218526	1	2.3%
219090	1	2.3%
224292	1	2.3%
220472	1	2.3%
219507	1	2.3%
219079	1	2.3%
218164	1	2.3%
Other values (33)	33	76.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
114949	1	2.3%
126471	1	2.3%
164485	1	2.3%
174243	1	2.3%
174575	1	2.3%
181631	1	2.3%
181766	1	2.3%
189997	1	2.3%
199768	1	2.3%
206952	1	2.3%

Value	Count	Frequency (%)
241420	1	2.3%
239095	1	2.3%
230396	1	2.3%
229543	1	2.3%
228131	1	2.3%
226436	1	2.3%
226407	1	2.3%
225604	1	2.3%
225529	1	2.3%
224292	1	2.3%

부산
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	43
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	64325.047

Minimum	38358
Maximum	78354
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	519.0 B

Quantile statistics

Minimum	38358
5-th percentile	49770.8
Q1	62258.5
median	65797
Q3	69657.5
95-th percentile	75533
Maximum	78354
Range	39996
Interquartile range (IQR)	7399

Descriptive statistics

Standard deviation	8697.3632
Coefficient of variation (CV)	0.13520959
Kurtosis	1.7618482
Mean	64325.047
Median Absolute Deviation (MAD)	3884
Skewness	-1.1726705
Sum	2765977
Variance	75644127
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
58213	1	2.3%
49635	1	2.3%
67014	1	2.3%
66754	1	2.3%
66054	1	2.3%
66717	1	2.3%
69221	1	2.3%
69634	1	2.3%
69681	1	2.3%
70708	1	2.3%
Other values (33)	33	76.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
38358	1	2.3%
39996	1	2.3%
49635	1	2.3%
50993	1	2.3%
53232	1	2.3%
53478	1	2.3%
55621	1	2.3%
57571	1	2.3%
58213	1	2.3%
58605	1	2.3%

Value	Count	Frequency (%)
78354	1	2.3%
77164	1	2.3%
75619	1	2.3%
74759	1	2.3%
73705	1	2.3%
71838	1	2.3%
71611	1	2.3%
71301	1	2.3%
71172	1	2.3%
70708	1	2.3%

대구
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	43
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	45917.326

Minimum	28798
Maximum	64205
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	519.0 B

Quantile statistics

Minimum	28798
5-th percentile	32967.3
Q1	36815
median	45982
Q3	53745
95-th percentile	62645.3
Maximum	64205
Range	35407
Interquartile range (IQR)	16930

Descriptive statistics

Standard deviation	10588.387
Coefficient of variation (CV)	0.23059677
Kurtosis	-1.2971583
Mean	45917.326
Median Absolute Deviation (MAD)	8488
Skewness	0.22055218
Sum	1974445
Variance	1.1211394 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
30237	1	2.3%
35619	1	2.3%
52752	1	2.3%
53101	1	2.3%
53297	1	2.3%
54193	1	2.3%
54470	1	2.3%
50906	1	2.3%
51258	1	2.3%
52400	1	2.3%
Other values (33)	33	76.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
28798	1	2.3%
30237	1	2.3%
32945	1	2.3%
33168	1	2.3%
33781	1	2.3%
33941	1	2.3%
34615	1	2.3%
35152	1	2.3%
35407	1	2.3%
35619	1	2.3%

Value	Count	Frequency (%)
64205	1	2.3%
63959	1	2.3%
62681	1	2.3%
62324	1	2.3%
61117	1	2.3%
59653	1	2.3%
58667	1	2.3%
58663	1	2.3%
58062	1	2.3%
54470	1	2.3%

인천
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	43
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	39624.326

Minimum	12721
Maximum	64406
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	519.0 B

Quantile statistics

Minimum	12721
5-th percentile	18939.5
Q1	28708.5
median	40427
Q3	51125.5
95-th percentile	60318.7
Maximum	64406
Range	51685
Interquartile range (IQR)	22417

Descriptive statistics

Standard deviation	14055.918
Coefficient of variation (CV)	0.35472953
Kurtosis	-1.0340792
Mean	39624.326
Median Absolute Deviation (MAD)	10834
Skewness	-0.194606
Sum	1703846
Variance	1.9756884 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
12721	1	2.3%
19160	1	2.3%
48547	1	2.3%
49875	1	2.3%
50984	1	2.3%
51922	1	2.3%
51261	1	2.3%
51109	1	2.3%
51363	1	2.3%
51142	1	2.3%
Other values (33)	33	76.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
12721	1	2.3%
16509	1	2.3%
18915	1	2.3%
19160	1	2.3%
19451	1	2.3%
20403	1	2.3%
20701	1	2.3%
21918	1	2.3%
23446	1	2.3%
25995	1	2.3%

Value	Count	Frequency (%)
64406	1	2.3%
63343	1	2.3%
60458	1	2.3%
59065	1	2.3%
54289	1	2.3%
51922	1	2.3%
51848	1	2.3%
51363	1	2.3%
51333	1	2.3%
51261	1	2.3%

광주
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	40
Distinct (%)	93.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	26998.256

Minimum	0
Maximum	41608
Zeros	4
Zeros (%)	9.3%
Negative	0
Negative (%)	0.0%
Memory size	519.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	24261.5
median	27105
Q3	33406
95-th percentile	40123.9
Maximum	41608
Range	41608
Interquartile range (IQR)	9144.5

Descriptive statistics

Standard deviation	10523.681
Coefficient of variation (CV)	0.38979113
Kurtosis	2.0320383
Mean	26998.256
Median Absolute Deviation (MAD)	4567
Skewness	-1.3238805
Sum	1160925
Variance	1.1074785 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=40)

Value	Count	Frequency (%)
0	4	9.3%
29927	1	2.3%
30496	1	2.3%
31420	1	2.3%
32668	1	2.3%
33202	1	2.3%
33610	1	2.3%
34501	1	2.3%
37167	1	2.3%
37513	1	2.3%
Other values (30)	30	69.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4	9.3%
19469	1	2.3%
22139	1	2.3%
22389	1	2.3%
22435	1	2.3%
22538	1	2.3%
23250	1	2.3%
23673	1	2.3%
24850	1	2.3%
25169	1	2.3%

Value	Count	Frequency (%)
41608	1	2.3%
41086	1	2.3%
40196	1	2.3%
39475	1	2.3%
38959	1	2.3%
37846	1	2.3%
37570	1	2.3%
37513	1	2.3%
37167	1	2.3%
34501	1	2.3%

대전
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	36
Distinct (%)	83.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	33412.814

Minimum	0
Maximum	53064
Zeros	7
Zeros (%)	16.3%
Negative	0
Negative (%)	0.0%
Memory size	519.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	29252
median	40318
Q3	44898
95-th percentile	52543.8
Maximum	53064
Range	53064
Interquartile range (IQR)	15646

Descriptive statistics

Standard deviation	17151.305
Coefficient of variation (CV)	0.51331518
Kurtosis	-0.065240304
Mean	33412.814
Median Absolute Deviation (MAD)	10652
Skewness	-0.95696678
Sum	1436751
Variance	2.9416725 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=36)

Value	Count	Frequency (%)
0	7	16.3%
30279	2	4.7%
52389	1	2.3%
45435	1	2.3%
42468	1	2.3%
42943	1	2.3%
44706	1	2.3%
49080	1	2.3%
51805	1	2.3%
52248	1	2.3%
Other values (26)	26	60.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7	16.3%
23723	1	2.3%
24912	1	2.3%
28019	1	2.3%
29225	1	2.3%
29279	1	2.3%
29596	1	2.3%
29666	1	2.3%
30279	2	4.7%
30853	1	2.3%

Value	Count	Frequency (%)
53064	1	2.3%
52931	1	2.3%
52561	1	2.3%
52389	1	2.3%
52297	1	2.3%
52270	1	2.3%
52248	1	2.3%
51805	1	2.3%
49080	1	2.3%
45435	1	2.3%

세종
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	14
Distinct (%)	32.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6311.0698

Minimum	0
Maximum	32533
Zeros	30
Zeros (%)	69.8%
Negative	0
Negative (%)	0.0%
Memory size	519.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	11448
95-th percentile	29447.1
Maximum	32533
Range	32533
Interquartile range (IQR)	11448

Descriptive statistics

Standard deviation	10621.068
Coefficient of variation (CV)	1.6829268
Kurtosis	0.46363042
Mean	6311.0698
Median Absolute Deviation (MAD)	0
Skewness	1.3887406
Sum	271376
Variance	1.1280709 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
0	30	69.8%
8112	1	2.3%
8504	1	2.3%
16705	1	2.3%
17955	1	2.3%
20753	1	2.3%
21337	1	2.3%
23490	1	2.3%
27522	1	2.3%
29661	1	2.3%
Other values (4)	4	9.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	30	69.8%
8112	1	2.3%
8504	1	2.3%
14392	1	2.3%
16705	1	2.3%
17955	1	2.3%
18141	1	2.3%
20753	1	2.3%
21337	1	2.3%
23490	1	2.3%

Value	Count	Frequency (%)
32533	1	2.3%
32271	1	2.3%
29661	1	2.3%
27522	1	2.3%
23490	1	2.3%
21337	1	2.3%
20753	1	2.3%
18141	1	2.3%
17955	1	2.3%
16705	1	2.3%

울산
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	29
Distinct (%)	67.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12153.023

Minimum	0
Maximum	24000
Zeros	15
Zeros (%)	34.9%
Negative	0
Negative (%)	0.0%
Memory size	519.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	15913
Q3	19981.5
95-th percentile	22527.5
Maximum	24000
Range	24000
Interquartile range (IQR)	19981.5

Descriptive statistics

Standard deviation	9368.5832
Coefficient of variation (CV)	0.77088499
Kurtosis	-1.6450654
Mean	12153.023
Median Absolute Deviation (MAD)	4815
Skewness	-0.4305714
Sum	522580
Variance	87770351
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
0	15	34.9%
14257	1	2.3%
13074	1	2.3%
10926	1	2.3%
24000	1	2.3%
23433	1	2.3%
22583	1	2.3%
22028	1	2.3%
21563	1	2.3%
20728	1	2.3%
Other values (19)	19	44.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	15	34.9%
10926	1	2.3%
13074	1	2.3%
14257	1	2.3%
14267	1	2.3%
14442	1	2.3%
15479	1	2.3%
15913	1	2.3%
16418	1	2.3%
17209	1	2.3%

Value	Count	Frequency (%)
24000	1	2.3%
23433	1	2.3%
22583	1	2.3%
22028	1	2.3%
21563	1	2.3%
20728	1	2.3%
20572	1	2.3%
20299	1	2.3%
20276	1	2.3%
20231	1	2.3%

경기
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	43
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	144131.33

Minimum	48937
Maximum	242893
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	519.0 B

Quantile statistics

Minimum	48937
5-th percentile	52639.4
Q1	107970.5
median	134777
Q3	192633
95-th percentile	228719.6
Maximum	242893
Range	193956
Interquartile range (IQR)	84662.5

Descriptive statistics

Standard deviation	55847.559
Coefficient of variation (CV)	0.3874769
Kurtosis	-0.99918597
Mean	144131.33
Median Absolute Deviation (MAD)	49612
Skewness	-0.071334247
Sum	6197647
Variance	3.1189498 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
52440	1	2.3%
48937	1	2.3%
167398	1	2.3%
173199	1	2.3%
179951	1	2.3%
184389	1	2.3%
190591	1	2.3%
194161	1	2.3%
191105	1	2.3%
195983	1	2.3%
Other values (33)	33	76.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
48937	1	2.3%
51242	1	2.3%
52440	1	2.3%
54434	1	2.3%
64350	1	2.3%
68013	1	2.3%
69551	1	2.3%
85147	1	2.3%
91538	1	2.3%
99859	1	2.3%

Value	Count	Frequency (%)
242893	1	2.3%
237594	1	2.3%
229299	1	2.3%
223505	1	2.3%
217553	1	2.3%
205988	1	2.3%
201810	1	2.3%
197883	1	2.3%
196320	1	2.3%
195983	1	2.3%

강원
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	43
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	46204.349

Minimum	22929
Maximum	55353
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	519.0 B

Quantile statistics

Minimum	22929
5-th percentile	36690.4
Q1	44720
median	47932
Q3	49319.5
95-th percentile	52665.3
Maximum	55353
Range	32424
Interquartile range (IQR)	4599.5

Descriptive statistics

Standard deviation	5933.0646
Coefficient of variation (CV)	0.12840922
Kurtosis	4.8958464
Mean	46204.349
Median Absolute Deviation (MAD)	2307
Skewness	-1.8129685
Sum	1986787
Variance	35201255
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
36511	1	2.3%
38315	1	2.3%
47932	1	2.3%
47973	1	2.3%
47748	1	2.3%
47955	1	2.3%
48316	1	2.3%
48523	1	2.3%
48650	1	2.3%
48838	1	2.3%
Other values (33)	33	76.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
22929	1	2.3%
32424	1	2.3%
36511	1	2.3%
38305	1	2.3%
38315	1	2.3%
39902	1	2.3%
41357	1	2.3%
41705	1	2.3%
42288	1	2.3%
43902	1	2.3%

Value	Count	Frequency (%)
55353	1	2.3%
54630	1	2.3%
52755	1	2.3%
51858	1	2.3%
50978	1	2.3%
50830	1	2.3%
50435	1	2.3%
50263	1	2.3%
50221	1	2.3%
50112	1	2.3%

충북
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	43
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	35887.977

Minimum	22075
Maximum	45771
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	519.0 B

Quantile statistics

Minimum	22075
5-th percentile	27060.4
Q1	33623
median	37098
Q3	38703
95-th percentile	43794.3
Maximum	45771
Range	23696
Interquartile range (IQR)	5080

Descriptive statistics

Standard deviation	5374.2403
Coefficient of variation (CV)	0.14975044
Kurtosis	0.39813907
Mean	35887.977
Median Absolute Deviation (MAD)	2623
Skewness	-0.69488603
Sum	1543183
Variance	28882459
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
33321	1	2.3%
27045	1	2.3%
36738	1	2.3%
37098	1	2.3%
37356	1	2.3%
36821	1	2.3%
37744	1	2.3%
38121	1	2.3%
38487	1	2.3%
38669	1	2.3%
Other values (33)	33	76.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
22075	1	2.3%
23696	1	2.3%
27045	1	2.3%
27199	1	2.3%
27655	1	2.3%
28390	1	2.3%
28527	1	2.3%
28957	1	2.3%
33321	1	2.3%
33390	1	2.3%

Value	Count	Frequency (%)
45771	1	2.3%
45530	1	2.3%
43929	1	2.3%
42582	1	2.3%
41438	1	2.3%
40050	1	2.3%
39754	1	2.3%
39503	1	2.3%
39138	1	2.3%
38923	1	2.3%

충남
Real number (ℝ)

UNIQUE

Distinct	43
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	46251.628

Minimum	26842
Maximum	59091
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	519.0 B

Quantile statistics

Minimum	26842
5-th percentile	34759.1
Q1	42150.5
median	46660
Q3	51007
95-th percentile	57145
Maximum	59091
Range	32249
Interquartile range (IQR)	8856.5

Descriptive statistics

Standard deviation	7573.0803
Coefficient of variation (CV)	0.16373651
Kurtosis	-0.078967561
Mean	46251.628
Median Absolute Deviation (MAD)	4408
Skewness	-0.40537586
Sum	1988820
Variance	57351545
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
50822	1	2.3%
54851	1	2.3%
42297	1	2.3%
42551	1	2.3%
43023	1	2.3%
42780	1	2.3%
43651	1	2.3%
47778	1	2.3%
45900	1	2.3%
45832	1	2.3%
Other values (33)	33	76.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
26842	1	2.3%
29853	1	2.3%
34708	1	2.3%
35219	1	2.3%
36972	1	2.3%
37969	1	2.3%
38429	1	2.3%
39427	1	2.3%
39673	1	2.3%
41293	1	2.3%

Value	Count	Frequency (%)
59091	1	2.3%
57443	1	2.3%
57195	1	2.3%
56695	1	2.3%
56512	1	2.3%
56316	1	2.3%
55387	1	2.3%
54851	1	2.3%
53263	1	2.3%
51796	1	2.3%

경북
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	43
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	51088.209

Minimum	29802
Maximum	65819
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	519.0 B

Quantile statistics

Minimum	29802
5-th percentile	41766.7
Q1	46378.5
median	52131
Q3	55032
95-th percentile	62555.3
Maximum	65819
Range	36017
Interquartile range (IQR)	8653.5

Descriptive statistics

Standard deviation	7277.5385
Coefficient of variation (CV)	0.14245045
Kurtosis	0.82240022
Mean	51088.209
Median Absolute Deviation (MAD)	5008
Skewness	-0.44739231
Sum	2196793
Variance	52962566
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
44853	1	2.3%
41709	1	2.3%
53149	1	2.3%
53547	1	2.3%
53143	1	2.3%
53767	1	2.3%
53195	1	2.3%
57139	1	2.3%
57154	1	2.3%
56689	1	2.3%
Other values (33)	33	76.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
29802	1	2.3%
36017	1	2.3%
41709	1	2.3%
42286	1	2.3%
42422	1	2.3%
43040	1	2.3%
43494	1	2.3%
44062	1	2.3%
44853	1	2.3%
45397	1	2.3%

Value	Count	Frequency (%)
65819	1	2.3%
64549	1	2.3%
62702	1	2.3%
61235	1	2.3%
59587	1	2.3%
58265	1	2.3%
57980	1	2.3%
57154	1	2.3%
57139	1	2.3%
56689	1	2.3%

경남
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	43
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	63348.093

Minimum	37560
Maximum	76081
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	519.0 B

Quantile statistics

Minimum	37560
5-th percentile	52198.3
Q1	59450
median	64894
Q3	67910
95-th percentile	73708.6
Maximum	76081
Range	38521
Interquartile range (IQR)	8460

Descriptive statistics

Standard deviation	8295.0539
Coefficient of variation (CV)	0.13094402
Kurtosis	2.3410443
Mean	63348.093
Median Absolute Deviation (MAD)	4770
Skewness	-1.1935051
Sum	2723968
Variance	68807919
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
71623	1	2.3%
72818	1	2.3%
66736	1	2.3%
67492	1	2.3%
67659	1	2.3%
68429	1	2.3%
67128	1	2.3%
67209	1	2.3%
68161	1	2.3%
67517	1	2.3%
Other values (33)	33	76.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
37560	1	2.3%
38521	1	2.3%
52014	1	2.3%
53857	1	2.3%
53965	1	2.3%
55712	1	2.3%
57139	1	2.3%
57399	1	2.3%
58086	1	2.3%
58499	1	2.3%

Value	Count	Frequency (%)
76081	1	2.3%
74890	1	2.3%
73760	1	2.3%
73246	1	2.3%
72980	1	2.3%
72818	1	2.3%
71845	1	2.3%
71623	1	2.3%
69882	1	2.3%
68429	1	2.3%

전북
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	43
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	53469.721

Minimum	26110
Maximum	70713
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	519.0 B

Quantile statistics

Minimum	26110
5-th percentile	46651.6
Q1	48492
median	49808
Q3	60410.5
95-th percentile	68676.9
Maximum	70713
Range	44603
Interquartile range (IQR)	11918.5

Descriptive statistics

Standard deviation	9479.0734
Coefficient of variation (CV)	0.17727928
Kurtosis	0.98040015
Mean	53469.721
Median Absolute Deviation (MAD)	2989
Skewness	-0.27298727
Sum	2299198
Variance	89852832
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
52013	1	2.3%
46819	1	2.3%
48564	1	2.3%
48682	1	2.3%
48420	1	2.3%
48943	1	2.3%
48725	1	2.3%
48961	1	2.3%
49074	1	2.3%
48600	1	2.3%
Other values (33)	33	76.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
26110	1	2.3%
30425	1	2.3%
46633	1	2.3%
46819	1	2.3%
46967	1	2.3%
47307	1	2.3%
47455	1	2.3%
47663	1	2.3%
47947	1	2.3%
48047	1	2.3%

Value	Count	Frequency (%)
70713	1	2.3%
69748	1	2.3%
68823	1	2.3%
67362	1	2.3%
67286	1	2.3%
66187	1	2.3%
66107	1	2.3%
64754	1	2.3%
62949	1	2.3%
62849	1	2.3%

전남
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	43
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	57979.023

Minimum	26862
Maximum	78143
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	519.0 B

Quantile statistics

Minimum	26862
5-th percentile	50401.9
Q1	53390
median	54817
Q3	62122.5
95-th percentile	77312.6
Maximum	78143
Range	51281
Interquartile range (IQR)	8732.5

Descriptive statistics

Standard deviation	10013.764
Coefficient of variation (CV)	0.17271357
Kurtosis	2.0858002
Mean	57979.023
Median Absolute Deviation (MAD)	2775
Skewness	-0.11691268
Sum	2493098
Variance	1.0027548 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
50343	1	2.3%
50932	1	2.3%
54667	1	2.3%
54706	1	2.3%
54575	1	2.3%
55025	1	2.3%
53432	1	2.3%
52884	1	2.3%
52989	1	2.3%
53348	1	2.3%
Other values (33)	33	76.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
26862	1	2.3%
35255	1	2.3%
50343	1	2.3%
50932	1	2.3%
52042	1	2.3%
52439	1	2.3%
52884	1	2.3%
52924	1	2.3%
52978	1	2.3%
52989	1	2.3%

Value	Count	Frequency (%)
78143	1	2.3%
77499	1	2.3%
77345	1	2.3%
77021	1	2.3%
75869	1	2.3%
70989	1	2.3%
67288	1	2.3%
65448	1	2.3%
64529	1	2.3%
62878	1	2.3%

제주
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	43
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	14629.186

Minimum	9008
Maximum	20273
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	519.0 B

Quantile statistics

Minimum	9008
5-th percentile	9993.8
Q1	12792
median	14521
Q3	16458
95-th percentile	19841.1
Maximum	20273
Range	11265
Interquartile range (IQR)	3666

Descriptive statistics

Standard deviation	2932.4827
Coefficient of variation (CV)	0.20045426
Kurtosis	-0.55246448
Mean	14629.186
Median Absolute Deviation (MAD)	1991
Skewness	-0.040274804
Sum	629055
Variance	8599454.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
9972	1	2.3%
9650	1	2.3%
15764	1	2.3%
15913	1	2.3%
16208	1	2.3%
16214	1	2.3%
16283	1	2.3%
16404	1	2.3%
16675	1	2.3%
16710	1	2.3%
Other values (33)	33	76.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9008	1	2.3%
9650	1	2.3%
9972	1	2.3%
10190	1	2.3%
10292	1	2.3%
10618	1	2.3%
10972	1	2.3%
11265	1	2.3%
11294	1	2.3%
11915	1	2.3%

Value	Count	Frequency (%)
20273	1	2.3%
19926	1	2.3%
19898	1	2.3%
19329	1	2.3%
18748	1	2.3%
17721	1	2.3%
17268	1	2.3%
16955	1	2.3%
16710	1	2.3%
16675	1	2.3%

Phik (φk)
Auto

Heatmap
Table

	구분	계	서울	부산	대구	인천	광주	대전	세종	울산	경기	강원	충북	충남	경북	경남	전북	전남	제주
구분	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000
계	1.000	1.000	0.840	0.838	0.892	0.968	0.872	0.833	0.826	0.765	0.964	0.894	0.867	0.733	0.876	0.819	0.813	0.652	0.994
서울	1.000	0.840	1.000	0.861	0.746	0.725	0.653	0.584	0.464	0.726	0.712	0.901	0.933	0.779	0.930	0.834	0.795	0.689	0.794
부산	1.000	0.838	0.861	1.000	0.739	0.747	0.865	0.792	0.691	0.829	0.840	0.846	0.829	0.908	0.858	0.734	0.757	0.758	0.877
대구	1.000	0.892	0.746	0.739	1.000	0.830	0.850	0.860	0.660	0.786	0.872	0.766	0.735	0.680	0.787	0.750	0.646	0.553	0.909
인천	1.000	0.968	0.725	0.747	0.830	1.000	0.712	0.846	0.715	0.861	0.949	0.860	0.871	0.801	0.895	0.855	0.839	0.650	0.948
광주	1.000	0.872	0.653	0.865	0.850	0.712	1.000	0.938	0.796	0.871	0.834	0.749	0.719	0.669	0.774	0.811	0.603	0.475	0.888
대전	1.000	0.833	0.584	0.792	0.860	0.846	0.938	1.000	0.608	0.889	0.852	0.883	0.737	0.716	0.796	0.734	0.893	0.839	0.824
세종	1.000	0.826	0.464	0.691	0.660	0.715	0.796	0.608	1.000	0.686	0.675	0.815	0.788	0.603	0.830	0.850	0.624	0.598	0.830
울산	1.000	0.765	0.726	0.829	0.786	0.861	0.871	0.889	0.686	1.000	0.902	0.933	0.812	0.816	0.830	0.714	0.919	0.856	0.803
경기	1.000	0.964	0.712	0.840	0.872	0.949	0.834	0.852	0.675	0.902	1.000	0.792	0.788	0.777	0.822	0.731	0.810	0.707	0.970
강원	1.000	0.894	0.901	0.846	0.766	0.860	0.749	0.883	0.815	0.933	0.792	1.000	0.903	0.871	0.879	0.727	0.918	0.898	0.854
충북	1.000	0.867	0.933	0.829	0.735	0.871	0.719	0.737	0.788	0.812	0.788	0.903	1.000	0.834	0.982	0.897	0.767	0.697	0.823
충남	1.000	0.733	0.779	0.908	0.680	0.801	0.669	0.716	0.603	0.816	0.777	0.871	0.834	1.000	0.831	0.723	0.764	0.698	0.715
경북	1.000	0.876	0.930	0.858	0.787	0.895	0.774	0.796	0.830	0.830	0.822	0.879	0.982	0.831	1.000	0.908	0.837	0.794	0.845
경남	1.000	0.819	0.834	0.734	0.750	0.855	0.811	0.734	0.850	0.714	0.731	0.727	0.897	0.723	0.908	1.000	0.772	0.651	0.758
전북	1.000	0.813	0.795	0.757	0.646	0.839	0.603	0.893	0.624	0.919	0.810	0.918	0.767	0.764	0.837	0.772	1.000	0.939	0.742
전남	1.000	0.652	0.689	0.758	0.553	0.650	0.475	0.839	0.598	0.856	0.707	0.898	0.697	0.698	0.794	0.651	0.939	1.000	0.697
제주	1.000	0.994	0.794	0.877	0.909	0.948	0.888	0.824	0.830	0.803	0.970	0.854	0.823	0.715	0.845	0.758	0.742	0.697	1.000

Heatmap
Table

	계	서울	부산	대구	인천	광주	대전	세종	울산	경기	강원	충북	충남	경북	경남	전북	전남	제주
계	1.000	0.713	0.980	0.952	0.931	0.981	0.928	0.598	0.879	0.930	0.809	0.878	0.123	0.966	0.571	0.058	0.010	0.994
서울	0.713	1.000	0.760	0.616	0.591	0.721	0.551	0.215	0.413	0.543	0.920	0.865	0.254	0.635	0.361	0.540	0.545	0.691
부산	0.980	0.760	1.000	0.907	0.878	0.963	0.878	0.598	0.815	0.886	0.867	0.926	0.177	0.942	0.556	0.169	0.067	0.970
대구	0.952	0.616	0.907	1.000	0.943	0.948	0.950	0.592	0.908	0.931	0.700	0.779	0.025	0.949	0.596	-0.142	-0.108	0.954
인천	0.931	0.591	0.878	0.943	1.000	0.916	0.964	0.640	0.962	0.980	0.650	0.730	-0.094	0.936	0.526	-0.183	-0.165	0.950
광주	0.981	0.721	0.963	0.948	0.916	1.000	0.922	0.627	0.866	0.926	0.814	0.879	0.106	0.951	0.520	0.066	0.016	0.975
대전	0.928	0.551	0.878	0.950	0.964	0.922	1.000	0.642	0.945	0.964	0.638	0.724	-0.127	0.941	0.493	-0.151	-0.145	0.944
세종	0.598	0.215	0.598	0.592	0.640	0.627	0.642	1.000	0.717	0.698	0.416	0.517	0.139	0.586	0.388	-0.128	-0.281	0.620
울산	0.879	0.413	0.815	0.908	0.962	0.866	0.945	0.717	1.000	0.968	0.507	0.620	-0.074	0.899	0.525	-0.303	-0.331	0.903
경기	0.930	0.543	0.886	0.931	0.980	0.926	0.964	0.698	0.968	1.000	0.634	0.730	-0.102	0.936	0.463	-0.188	-0.196	0.946
강원	0.809	0.920	0.867	0.700	0.650	0.814	0.638	0.416	0.507	0.634	1.000	0.969	0.297	0.743	0.415	0.511	0.465	0.787
충북	0.878	0.865	0.926	0.779	0.730	0.879	0.724	0.517	0.620	0.730	0.969	1.000	0.277	0.816	0.466	0.421	0.324	0.860
충남	0.123	0.254	0.177	0.025	-0.094	0.106	-0.127	0.139	-0.074	-0.102	0.297	0.277	1.000	0.030	0.423	0.445	0.239	0.071
경북	0.966	0.635	0.942	0.949	0.936	0.951	0.941	0.586	0.899	0.936	0.743	0.816	0.030	1.000	0.571	-0.049	-0.052	0.968
경남	0.571	0.361	0.556	0.596	0.526	0.520	0.493	0.388	0.525	0.463	0.415	0.466	0.423	0.571	1.000	-0.142	-0.253	0.544
전북	0.058	0.540	0.169	-0.142	-0.183	0.066	-0.151	-0.128	-0.303	-0.188	0.511	0.421	0.445	-0.049	-0.142	1.000	0.832	0.020
전남	0.010	0.545	0.067	-0.108	-0.165	0.016	-0.145	-0.281	-0.331	-0.196	0.465	0.324	0.239	-0.052	-0.253	0.832	1.000	-0.020
제주	0.994	0.691	0.970	0.954	0.950	0.975	0.944	0.620	0.903	0.946	0.787	0.860	0.071	0.968	0.544	0.020	-0.020	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

	구분	계	서울	부산	대구	인천	광주	대전	경기	강원	충북	충남	경북	경남	전북	전남	제주
0	1982	667554	164485	58213	30237	12721	0	0	52440	36511	33321	50822	44853	71623	52013	50343	9972
1	1983	669733	174243	49635	35619	19160	0	0	48937	38315	27045	54851	41709	72818	46819	50932	9650
2	1984	682281	174575	50993	36469	20701	0	0	51242	38305	27199	56316	42286	72980	48047	52978	10190
3	1985	696951	181766	53232	33941	19451	0	0	54434	39902	27655	56512	42422	73760	49043	54541	10292
4	1986	716629	181631	53478	33168	16509	22538	0	64350	41357	28527	57443	43494	52014	54175	57327	10618
5	1987	737688	189997	55621	33781	18915	22435	0	68013	41705	28390	57195	43040	53857	54644	59123	10972
6	1988	767123	199768	57571	35152	20403	23673	0	69551	42288	28957	59091	44062	55712	57473	62128	11294
7	1989	810069	206952	58605	32945	21918	22389	23723	85147	45684	33390	38429	45397	57399	61647	64529	11915
8	1990	843262	210022	61530	34615	23446	23250	30279	91538	46839	34461	39673	46444	58499	62949	67288	12429
9	1991	884648	217450	64206	37161	25995	25169	32279	99859	47870	35926	41293	48418	60124	64754	70989	13155

	구분	계	서울	부산	대구	인천	광주	대전	세종	울산	경기	강원	충북	충남	경북	경남	전북	전남	제주
33	2015	1093038	214256	71301	58663	51021	37513	51805	17955	20276	197883	48301	38627	45707	55341	65803	49192	52439	16955
34	2016	1107972	213532	71611	58667	51333	37570	52248	20753	20572	201810	48928	39503	46660	57980	66965	49648	52924	17268
35	2017	1120458	215234	71838	59653	51848	37846	52389	21337	20728	205988	49244	40050	47394	58265	67591	49808	53524	17721
36	2018	1160586	220977	73705	61117	54289	38959	52297	23490	21563	217553	50830	41438	50091	59587	69882	51161	54899	18748
37	2019	1195051	225529	74759	62324	59065	39475	52561	27522	22028	223505	51858	42582	51796	61235	71845	52787	56851	19329
38	2020	1221322	229543	75619	62681	60458	40196	53064	29661	22583	229299	52755	43929	53263	62702	73246	54103	58294	19926
39	2021	1261421	239095	77164	63959	63343	41086	52270	32271	23433	237594	54630	45530	55387	64549	74890	55675	60647	19898
40	2022	1280994	241420	78354	64205	64406	41608	52931	32533	24000	242893	55353	45771	56695	65819	76081	56535	62117	20273
41	2022남	657271	126471	39996	35407	30971	22139	28019	18141	10926	108706	32424	23696	29853	36017	37560	30425	35255	11265
42	2022여	623723	114949	38358	28798	33435	19469	24912	14392	13074	134187	22929	22075	26842	29802	38521	26110	26862	9008

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Letter

Most occurring scripts

Most frequent character per script

Common

Hangul

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Interactions

Correlations

Missing values

Sample