gimi9 Pandas Profiling

Dataset statistics

Number of variables	19
Number of observations	299
Missing cells	365
Missing cells (%)	6.4%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	49.8 KiB
Average record size in memory	170.4 B

Variable types

Text	1
Numeric	18

Dataset

Description	한국부동산원(구.한국감정원)에서 제공하는 부동산거래현황 중 주택 거래현황의 연도별 행정구역별(면적) 데이터입니다.- (단위 : 천㎡)- 공표시기 : 익월 말일경
Author	한국부동산원
URL	https://www.data.go.kr/data/15100934/fileData.do

Alerts

`2006` is highly overall correlated with `2007` and 16 other fields	High correlation
`2007` is highly overall correlated with `2006` and 16 other fields	High correlation
`2008` is highly overall correlated with `2006` and 16 other fields	High correlation
`2009` is highly overall correlated with `2006` and 16 other fields	High correlation
`2010` is highly overall correlated with `2006` and 16 other fields	High correlation
`2011` is highly overall correlated with `2006` and 16 other fields	High correlation
`2012` is highly overall correlated with `2006` and 16 other fields	High correlation
`2013` is highly overall correlated with `2006` and 16 other fields	High correlation
`2014` is highly overall correlated with `2006` and 16 other fields	High correlation
`2015` is highly overall correlated with `2006` and 16 other fields	High correlation
`2016` is highly overall correlated with `2006` and 16 other fields	High correlation
`2017` is highly overall correlated with `2006` and 16 other fields	High correlation
`2018` is highly overall correlated with `2006` and 16 other fields	High correlation
`2019` is highly overall correlated with `2006` and 16 other fields	High correlation
`2020` is highly overall correlated with `2006` and 16 other fields	High correlation
`2021` is highly overall correlated with `2006` and 16 other fields	High correlation
`2022` is highly overall correlated with `2006` and 16 other fields	High correlation
`2023` is highly overall correlated with `2006` and 16 other fields	High correlation
`2006` has 22 (7.4%) missing values	Missing
`2007` has 27 (9.0%) missing values	Missing
`2008` has 25 (8.4%) missing values	Missing
`2009` has 25 (8.4%) missing values	Missing
`2010` has 19 (6.4%) missing values	Missing
`2011` has 22 (7.4%) missing values	Missing
`2012` has 20 (6.7%) missing values	Missing
`2013` has 20 (6.7%) missing values	Missing
`2014` has 13 (4.3%) missing values	Missing
`2015` has 17 (5.7%) missing values	Missing
`2016` has 17 (5.7%) missing values	Missing
`2017` has 20 (6.7%) missing values	Missing
`2018` has 19 (6.4%) missing values	Missing
`2019` has 20 (6.7%) missing values	Missing
`2020` has 20 (6.7%) missing values	Missing
`2021` has 20 (6.7%) missing values	Missing
`2022` has 20 (6.7%) missing values	Missing
`2023` has 19 (6.4%) missing values	Missing
`지역` has unique values	Unique

Reproduction

Analysis started	2024-03-30 08:46:39.322028
Analysis finished	2024-03-30 08:48:45.651034
Duration	2 minutes and 6.33 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

지역
Text

UNIQUE

Distinct	299
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	2.5 KiB

Length

Max length	16
Median length	6
Mean length	6.4013378
Min length	2

Characters and Unicode

Total characters	1914
Distinct characters	147
Distinct categories	4 ?
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	299 ?
Unique (%)	100.0%

Sample

1st row	전국
2nd row	서울
3rd row	서울 종로구
4th row	서울 중구
5th row	서울 용산구

Value	Count	Frequency (%)
경기	53	8.6%
경남	27	4.4%
경북	26	4.2%
서울	26	4.2%
전남	23	3.7%
충남	20	3.2%
충북	20	3.2%
강원	19	3.1%
전북	17	2.8%
부산	17	2.8%
Other values (263)	368	59.7%

Most occurring characters

Value	Count	Frequency (%)
	317	16.6%
구	141	7.4%
시	122	6.4%
경	109	5.7%
군	93	4.9%
남	89	4.6%
북	72	3.8%
기	56	2.9%
전	50	2.6%
산	48	2.5%
Other values (137)	817	42.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	1559	81.5%
Space Separator	317	16.6%
Close Punctuation	19	1.0%
Open Punctuation	19	1.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
구	141	9.0%
시	122	7.8%
경	109	7.0%
군	93	6.0%
남	89	5.7%
북	72	4.6%
기	56	3.6%
전	50	3.2%
산	48	3.1%
주	47	3.0%
Other values (134)	732	47.0%

Space Separator

Value	Count	Frequency (%)
	317	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	19	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	19	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	1559	81.5%
Common	355	18.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
구	141	9.0%
시	122	7.8%
경	109	7.0%
군	93	6.0%
남	89	5.7%
북	72	4.6%
기	56	3.6%
전	50	3.2%
산	48	3.1%
주	47	3.0%
Other values (134)	732	47.0%

Common

Value	Count	Frequency (%)
	317	89.3%
)	19	5.4%
(	19	5.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	1559	81.5%
ASCII	355	18.5%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	317	89.3%
)	19	5.4%
(	19	5.4%

Hangul

Value	Count	Frequency (%)
구	141	9.0%
시	122	7.8%
경	109	7.0%
군	93	6.0%
남	89	5.7%
북	72	4.6%
기	56	3.6%
전	50	3.2%
산	48	3.1%
주	47	3.0%
Other values (134)	732	47.0%

2006
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	239
Distinct (%)	86.3%
Missing	22
Missing (%)	7.4%
Infinite	0
Infinite (%)	0.0%
Mean	1406

Minimum	6
Maximum	122482
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	6
5-th percentile	17.8
Q1	64
median	441
Q3	991
95-th percentile	3377.8
Maximum	122482
Range	122476
Interquartile range (IQR)	927

Descriptive statistics

Standard deviation	7840.0184
Coefficient of variation (CV)	5.5761155
Kurtosis	209.50224
Mean	1406
Median Absolute Deviation (MAD)	398
Skewness	13.895283
Sum	389462
Variance	61465888
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
28	4	1.3%
89	3	1.0%
52	3	1.0%
17	3	1.0%
15	3	1.0%
26	3	1.0%
38	3	1.0%
99	2	0.7%
42	2	0.7%
266	2	0.7%
Other values (229)	249	83.3%
(Missing)	22	7.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6	1	0.3%
11	2	0.7%
12	1	0.3%
13	1	0.3%
14	2	0.7%
15	3	1.0%
16	1	0.3%
17	3	1.0%
18	2	0.7%
20	2	0.7%

Value	Count	Frequency (%)
122482	1	0.3%
36953	1	0.3%
25820	1	0.3%
7272	1	0.3%
6685	1	0.3%
6210	1	0.3%
5926	1	0.3%
5095	1	0.3%
4487	1	0.3%
3957	1	0.3%

2007
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	228
Distinct (%)	83.8%
Missing	27
Missing (%)	9.0%
Infinite	0
Infinite (%)	0.0%
Mean	1127.1581

Minimum	8
Maximum	97846
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	8
5-th percentile	18.55
Q1	67.75
median	370
Q3	654
95-th percentile	2869.4
Maximum	97846
Range	97838
Interquartile range (IQR)	586.25

Descriptive statistics

Standard deviation	6205.2878
Coefficient of variation (CV)	5.5052506
Kurtosis	220.39758
Mean	1127.1581
Median Absolute Deviation (MAD)	298
Skewness	14.310334
Sum	306587
Variance	38505596
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
27	4	1.3%
29	4	1.3%
209	3	1.0%
32	3	1.0%
18	3	1.0%
31	3	1.0%
384	2	0.7%
572	2	0.7%
40	2	0.7%
16	2	0.7%
Other values (218)	244	81.6%
(Missing)	27	9.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8	2	0.7%
9	1	0.3%
12	1	0.3%
14	1	0.3%
15	2	0.7%
16	2	0.7%
17	2	0.7%
18	3	1.0%
19	1	0.3%
20	2	0.7%

Value	Count	Frequency (%)
97846	1	0.3%
23659	1	0.3%
15276	1	0.3%
7431	1	0.3%
6963	1	0.3%
6720	1	0.3%
5878	1	0.3%
5008	1	0.3%
4892	1	0.3%
4524	1	0.3%

2008
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	231
Distinct (%)	84.3%
Missing	25
Missing (%)	8.4%
Infinite	0
Infinite (%)	0.0%
Mean	1066.938

Minimum	7
Maximum	93131
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	7
5-th percentile	21.65
Q1	78.5
median	342.5
Q3	697.25
95-th percentile	2873.55
Maximum	93131
Range	93124
Interquartile range (IQR)	618.75

Descriptive statistics

Standard deviation	5859.5128
Coefficient of variation (CV)	5.4918965
Kurtosis	225.76616
Mean	1066.938
Median Absolute Deviation (MAD)	277.5
Skewness	14.510992
Sum	292341
Variance	34333891
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
37	5	1.7%
148	3	1.0%
36	3	1.0%
38	3	1.0%
27	3	1.0%
12	2	0.7%
518	2	0.7%
29	2	0.7%
22	2	0.7%
17	2	0.7%
Other values (221)	247	82.6%
(Missing)	25	8.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7	1	0.3%
12	2	0.7%
13	1	0.3%
14	1	0.3%
15	1	0.3%
16	2	0.7%
17	2	0.7%
18	1	0.3%
20	1	0.3%
21	2	0.7%

Value	Count	Frequency (%)
93131	1	0.3%
21049	1	0.3%
13993	1	0.3%
7391	1	0.3%
6823	1	0.3%
6502	1	0.3%
5203	1	0.3%
4643	1	0.3%
4280	1	0.3%
4096	1	0.3%

2009
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	237
Distinct (%)	86.5%
Missing	25
Missing (%)	8.4%
Infinite	0
Infinite (%)	0.0%
Mean	1099.0766

Minimum	10
Maximum	94707
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	10
5-th percentile	20
Q1	89.5
median	368.5
Q3	683.75
95-th percentile	2803.7
Maximum	94707
Range	94697
Interquartile range (IQR)	594.25

Descriptive statistics

Standard deviation	5981.5766
Coefficient of variation (CV)	5.4423653
Kurtosis	222.38492
Mean	1099.0766
Median Absolute Deviation (MAD)	292
Skewness	14.384366
Sum	301147
Variance	35779258
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
451	3	1.0%
47	3	1.0%
30	3	1.0%
22	3	1.0%
39	3	1.0%
17	3	1.0%
32	2	0.7%
869	2	0.7%
18	2	0.7%
38	2	0.7%
Other values (227)	248	82.9%
(Missing)	25	8.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10	1	0.3%
12	1	0.3%
13	1	0.3%
14	2	0.7%
16	1	0.3%
17	3	1.0%
18	2	0.7%
19	2	0.7%
20	2	0.7%
22	3	1.0%

Value	Count	Frequency (%)
94707	1	0.3%
23633	1	0.3%
13644	1	0.3%
7619	1	0.3%
6505	1	0.3%
5742	1	0.3%
5032	1	0.3%
4983	1	0.3%
4440	1	0.3%
4250	1	0.3%

2010
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	232
Distinct (%)	82.9%
Missing	19
Missing (%)	6.4%
Infinite	0
Infinite (%)	0.0%
Mean	1032.6929

Minimum	7
Maximum	91171
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	7
5-th percentile	22.85
Q1	82.25
median	304
Q3	665.75
95-th percentile	2852.55
Maximum	91171
Range	91164
Interquartile range (IQR)	583.5

Descriptive statistics

Standard deviation	5669.2468
Coefficient of variation (CV)	5.4897705
Kurtosis	231.63919
Mean	1032.6929
Median Absolute Deviation (MAD)	252
Skewness	14.707634
Sum	289154
Variance	32140359
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
45	4	1.3%
19	4	1.3%
42	4	1.3%
52	3	1.0%
138	3	1.0%
41	3	1.0%
46	3	1.0%
18	3	1.0%
36	3	1.0%
272	3	1.0%
Other values (222)	247	82.6%
(Missing)	19	6.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7	1	0.3%
12	1	0.3%
13	2	0.7%
14	1	0.3%
18	3	1.0%
19	4	1.3%
20	2	0.7%
23	1	0.3%
24	1	0.3%
25	1	0.3%

Value	Count	Frequency (%)
91171	1	0.3%
21268	1	0.3%
9466	1	0.3%
8993	1	0.3%
8517	1	0.3%
5049	1	0.3%
4855	1	0.3%
4615	1	0.3%
4410	1	0.3%
3756	1	0.3%

2011
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	246
Distinct (%)	88.8%
Missing	22
Missing (%)	7.4%
Infinite	0
Infinite (%)	0.0%
Mean	1211.2671

Minimum	10
Maximum	105217
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	10
5-th percentile	23
Q1	92
median	403
Q3	779
95-th percentile	3466.2
Maximum	105217
Range	105207
Interquartile range (IQR)	687

Descriptive statistics

Standard deviation	6545.8352
Coefficient of variation (CV)	5.4041218
Kurtosis	233.36246
Mean	1211.2671
Median Absolute Deviation (MAD)	331
Skewness	14.784458
Sum	335521
Variance	42847959
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
54	4	1.3%
60	4	1.3%
23	4	1.3%
36	3	1.0%
40	3	1.0%
42	3	1.0%
18	2	0.7%
133	2	0.7%
469	2	0.7%
104	2	0.7%
Other values (236)	248	82.9%
(Missing)	22	7.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10	1	0.3%
15	1	0.3%
16	1	0.3%
17	1	0.3%
18	2	0.7%
19	1	0.3%
20	1	0.3%
21	2	0.7%
22	1	0.3%
23	4	1.3%

Value	Count	Frequency (%)
105217	1	0.3%
21719	1	0.3%
11478	1	0.3%
9654	1	0.3%
7938	1	0.3%
7188	1	0.3%
6542	1	0.3%
6265	1	0.3%
5561	1	0.3%
4894	1	0.3%

2012
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	234
Distinct (%)	83.9%
Missing	20
Missing (%)	6.7%
Infinite	0
Infinite (%)	0.0%
Mean	977.12545

Minimum	8
Maximum	85542
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	8
5-th percentile	24
Q1	86.5
median	308
Q3	637.5
95-th percentile	2941.1
Maximum	85542
Range	85534
Interquartile range (IQR)	551

Descriptive statistics

Standard deviation	5302.9226
Coefficient of variation (CV)	5.4270643
Kurtosis	235.11025
Mean	977.12545
Median Absolute Deviation (MAD)	244
Skewness	14.845258
Sum	272618
Variance	28120989
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
55	4	1.3%
102	3	1.0%
45	3	1.0%
149	3	1.0%
23	3	1.0%
39	2	0.7%
46	2	0.7%
636	2	0.7%
690	2	0.7%
37	2	0.7%
Other values (224)	253	84.6%
(Missing)	20	6.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8	1	0.3%
14	1	0.3%
15	2	0.7%
18	2	0.7%
19	1	0.3%
20	1	0.3%
21	1	0.3%
22	1	0.3%
23	3	1.0%
24	2	0.7%

Value	Count	Frequency (%)
85542	1	0.3%
18196	1	0.3%
8622	1	0.3%
6928	1	0.3%
6605	1	0.3%
6239	1	0.3%
5439	1	0.3%
5114	1	0.3%
4451	1	0.3%
4211	1	0.3%

2013
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	236
Distinct (%)	84.6%
Missing	20
Missing (%)	6.7%
Infinite	0
Infinite (%)	0.0%
Mean	1125.2545

Minimum	6
Maximum	98330
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	6
5-th percentile	27
Q1	83.5
median	385
Q3	732.5
95-th percentile	3032.9
Maximum	98330
Range	98324
Interquartile range (IQR)	649

Descriptive statistics

Standard deviation	6111.4952
Coefficient of variation (CV)	5.4312116
Kurtosis	232.71362
Mean	1125.2545
Median Absolute Deviation (MAD)	313
Skewness	14.750767
Sum	313946
Variance	37350374
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
28	4	1.3%
23	3	1.0%
48	3	1.0%
50	3	1.0%
51	3	1.0%
404	3	1.0%
20	3	1.0%
170	3	1.0%
299	3	1.0%
78	3	1.0%
Other values (226)	248	82.9%
(Missing)	20	6.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6	1	0.3%
16	1	0.3%
19	1	0.3%
20	3	1.0%
23	3	1.0%
24	1	0.3%
25	1	0.3%
26	2	0.7%
27	2	0.7%
28	4	1.3%

Value	Count	Frequency (%)
98330	1	0.3%
21660	1	0.3%
11243	1	0.3%
8377	1	0.3%
7916	1	0.3%
7906	1	0.3%
6350	1	0.3%
5093	1	0.3%
4426	1	0.3%
4390	1	0.3%

2014
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	244
Distinct (%)	85.3%
Missing	13
Missing (%)	4.3%
Infinite	0
Infinite (%)	0.0%
Mean	1377.4091

Minimum	6
Maximum	123434
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	6
5-th percentile	30
Q1	117.25
median	459.5
Q3	937.5
95-th percentile	3566.25
Maximum	123434
Range	123428
Interquartile range (IQR)	820.25

Descriptive statistics

Standard deviation	7571.0721
Coefficient of variation (CV)	5.4966038
Kurtosis	239.48603
Mean	1377.4091
Median Absolute Deviation (MAD)	375
Skewness	14.968598
Sum	393939
Variance	57321132
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
38	4	1.3%
73	4	1.3%
443	3	1.0%
165	3	1.0%
28	3	1.0%
1118	2	0.7%
27	2	0.7%
126	2	0.7%
858	2	0.7%
750	2	0.7%
Other values (234)	259	86.6%
(Missing)	13	4.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6	1	0.3%
16	2	0.7%
22	1	0.3%
24	2	0.7%
25	2	0.7%
26	1	0.3%
27	2	0.7%
28	3	1.0%
30	2	0.7%
31	1	0.3%

Value	Count	Frequency (%)
123434	1	0.3%
25879	1	0.3%
15739	1	0.3%
10904	1	0.3%
10182	1	0.3%
9246	1	0.3%
7556	1	0.3%
6610	1	0.3%
6153	1	0.3%
5305	1	0.3%

2015
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	253
Distinct (%)	89.7%
Missing	17
Missing (%)	5.7%
Infinite	0
Infinite (%)	0.0%
Mean	1641.6277

Minimum	5
Maximum	144963
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	5
5-th percentile	32.1
Q1	118.25
median	557
Q3	1095.25
95-th percentile	3668.45
Maximum	144963
Range	144958
Interquartile range (IQR)	977

Descriptive statistics

Standard deviation	9013.497
Coefficient of variation (CV)	5.4905855
Kurtosis	230.13127
Mean	1641.6277
Median Absolute Deviation (MAD)	468.5
Skewness	14.64155
Sum	462939
Variance	81243127
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
79	4	1.3%
51	4	1.3%
50	4	1.3%
32	3	1.0%
30	3	1.0%
76	3	1.0%
48	3	1.0%
49	2	0.7%
41	2	0.7%
90	2	0.7%
Other values (243)	252	84.3%
(Missing)	17	5.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5	1	0.3%
16	1	0.3%
19	1	0.3%
22	2	0.7%
24	1	0.3%
26	2	0.7%
27	1	0.3%
30	3	1.0%
32	3	1.0%
34	1	0.3%

Value	Count	Frequency (%)
144963	1	0.3%
34325	1	0.3%
23246	1	0.3%
12322	1	0.3%
10264	1	0.3%
8774	1	0.3%
8401	1	0.3%
7791	1	0.3%
5615	1	0.3%
5000	1	0.3%

2016
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	252
Distinct (%)	89.4%
Missing	17
Missing (%)	5.7%
Infinite	0
Infinite (%)	0.0%
Mean	1495.9716

Minimum	7
Maximum	132529
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	7
5-th percentile	32.15
Q1	118.25
median	497.5
Q3	1041.75
95-th percentile	3635.25
Maximum	132529
Range	132522
Interquartile range (IQR)	923.5

Descriptive statistics

Standard deviation	8284.4751
Coefficient of variation (CV)	5.5378558
Kurtosis	225.59493
Mean	1495.9716
Median Absolute Deviation (MAD)	424
Skewness	14.47947
Sum	421864
Variance	68632528
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
24	3	1.0%
31	3	1.0%
42	3	1.0%
61	3	1.0%
731	2	0.7%
1065	2	0.7%
288	2	0.7%
53	2	0.7%
71	2	0.7%
132	2	0.7%
Other values (242)	258	86.3%
(Missing)	17	5.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7	1	0.3%
17	1	0.3%
18	1	0.3%
20	1	0.3%
24	3	1.0%
25	1	0.3%
26	1	0.3%
30	2	0.7%
31	3	1.0%
32	1	0.3%

Value	Count	Frequency (%)
132529	1	0.3%
34806	1	0.3%
22174	1	0.3%
10745	1	0.3%
8725	1	0.3%
7708	1	0.3%
6359	1	0.3%
6093	1	0.3%
5173	1	0.3%
4680	1	0.3%

2017
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	248
Distinct (%)	88.9%
Missing	20
Missing (%)	6.7%
Infinite	0
Infinite (%)	0.0%
Mean	1601.5054

Minimum	6
Maximum	140378
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	6
5-th percentile	31.9
Q1	113
median	541
Q3	1095
95-th percentile	3838.7
Maximum	140378
Range	140372
Interquartile range (IQR)	982

Descriptive statistics

Standard deviation	8841.8741
Coefficient of variation (CV)	5.5209768
Kurtosis	221.37784
Mean	1601.5054
Median Absolute Deviation (MAD)	445
Skewness	14.343464
Sum	446820
Variance	78178737
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
50	4	1.3%
52	3	1.0%
27	3	1.0%
102	3	1.0%
762	2	0.7%
65	2	0.7%
93	2	0.7%
78	2	0.7%
25	2	0.7%
470	2	0.7%
Other values (238)	254	84.9%
(Missing)	20	6.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6	1	0.3%
15	1	0.3%
20	1	0.3%
24	2	0.7%
25	2	0.7%
26	1	0.3%
27	3	1.0%
28	1	0.3%
29	1	0.3%
31	1	0.3%

Value	Count	Frequency (%)
140378	1	0.3%
39628	1	0.3%
21190	1	0.3%
9810	1	0.3%
9395	1	0.3%
8475	1	0.3%
6921	1	0.3%
6666	1	0.3%
5649	1	0.3%
5081	1	0.3%

2018
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	246
Distinct (%)	87.9%
Missing	19
Missing (%)	6.4%
Infinite	0
Infinite (%)	0.0%
Mean	1552.9464

Minimum	6
Maximum	136404
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	6
5-th percentile	33
Q1	129.5
median	495.5
Q3	983
95-th percentile	4349.2
Maximum	136404
Range	136398
Interquartile range (IQR)	853.5

Descriptive statistics

Standard deviation	8639.2666
Coefficient of variation (CV)	5.5631453
Kurtosis	216.40715
Mean	1552.9464
Median Absolute Deviation (MAD)	400.5
Skewness	14.170625
Sum	434825
Variance	74636927
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
42	4	1.3%
67	3	1.0%
31	3	1.0%
56	3	1.0%
27	3	1.0%
443	2	0.7%
195	2	0.7%
728	2	0.7%
254	2	0.7%
64	2	0.7%
Other values (236)	254	84.9%
(Missing)	19	6.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6	1	0.3%
17	2	0.7%
24	1	0.3%
25	1	0.3%
26	1	0.3%
27	3	1.0%
28	1	0.3%
31	3	1.0%
33	2	0.7%
34	1	0.3%

Value	Count	Frequency (%)
136404	1	0.3%
43147	1	0.3%
19927	1	0.3%
7938	1	0.3%
7821	1	0.3%
6867	1	0.3%
6250	1	0.3%
5427	1	0.3%
5240	1	0.3%
5162	1	0.3%

2019
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	236
Distinct (%)	84.6%
Missing	20
Missing (%)	6.7%
Infinite	0
Infinite (%)	0.0%
Mean	1406.6918

Minimum	7
Maximum	123359
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	7
5-th percentile	31
Q1	102.5
median	433
Q3	909
95-th percentile	3781.6
Maximum	123359
Range	123352
Interquartile range (IQR)	806.5

Descriptive statistics

Standard deviation	7785.1989
Coefficient of variation (CV)	5.5344029
Kurtosis	219.91707
Mean	1406.6918
Median Absolute Deviation (MAD)	359
Skewness	14.298781
Sum	392467
Variance	60609322
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
69	3	1.0%
433	3	1.0%
51	3	1.0%
61	3	1.0%
31	2	0.7%
223	2	0.7%
82	2	0.7%
66	2	0.7%
1114	2	0.7%
306	2	0.7%
Other values (226)	255	85.3%
(Missing)	20	6.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7	1	0.3%
17	2	0.7%
22	2	0.7%
23	1	0.3%
25	1	0.3%
26	2	0.7%
28	2	0.7%
29	1	0.3%
30	1	0.3%
31	2	0.7%

Value	Count	Frequency (%)
123359	1	0.3%
36902	1	0.3%
15400	1	0.3%
8875	1	0.3%
8415	1	0.3%
7246	1	0.3%
6715	1	0.3%
4991	1	0.3%
4816	1	0.3%
4741	1	0.3%

2020
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	244
Distinct (%)	87.5%
Missing	20
Missing (%)	6.7%
Infinite	0
Infinite (%)	0.0%
Mean	1806.0681

Minimum	7
Maximum	158217
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	7
5-th percentile	37.9
Q1	133
median	622
Q3	1206
95-th percentile	4560.4
Maximum	158217
Range	158210
Interquartile range (IQR)	1073

Descriptive statistics

Standard deviation	9961.3948
Coefficient of variation (CV)	5.5155145
Kurtosis	221.80359
Mean	1806.0681
Median Absolute Deviation (MAD)	500
Skewness	14.363776
Sum	503893
Variance	99229387
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
26	3	1.0%
50	3	1.0%
63	3	1.0%
519	2	0.7%
1744	2	0.7%
1504	2	0.7%
1453	2	0.7%
1278	2	0.7%
119	2	0.7%
39	2	0.7%
Other values (234)	256	85.6%
(Missing)	20	6.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7	1	0.3%
20	1	0.3%
22	1	0.3%
26	3	1.0%
28	1	0.3%
30	1	0.3%
32	1	0.3%
34	2	0.7%
36	1	0.3%
37	2	0.7%

Value	Count	Frequency (%)
158217	1	0.3%
45586	1	0.3%
19372	1	0.3%
12662	1	0.3%
11417	1	0.3%
10201	1	0.3%
8883	1	0.3%
6665	1	0.3%
6660	1	0.3%
5741	1	0.3%

2021
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	250
Distinct (%)	89.6%
Missing	20
Missing (%)	6.7%
Infinite	0
Infinite (%)	0.0%
Mean	1407.233

Minimum	7
Maximum	123389
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	7
5-th percentile	38
Q1	147.5
median	466
Q3	894
95-th percentile	3114.3
Maximum	123389
Range	123382
Interquartile range (IQR)	746.5

Descriptive statistics

Standard deviation	7723.6001
Coefficient of variation (CV)	5.4885014
Kurtosis	226.70675
Mean	1407.233
Median Absolute Deviation (MAD)	363
Skewness	14.545553
Sum	392618
Variance	59653999
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
56	4	1.3%
40	3	1.0%
177	3	1.0%
38	3	1.0%
60	3	1.0%
994	2	0.7%
36	2	0.7%
333	2	0.7%
810	2	0.7%
404	2	0.7%
Other values (240)	253	84.6%
(Missing)	20	6.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7	1	0.3%
17	1	0.3%
21	1	0.3%
23	1	0.3%
27	1	0.3%
28	1	0.3%
29	2	0.7%
31	2	0.7%
36	2	0.7%
38	3	1.0%

Value	Count	Frequency (%)
123389	1	0.3%
32970	1	0.3%
13350	1	0.3%
9153	1	0.3%
9044	1	0.3%
7736	1	0.3%
7475	1	0.3%
7146	1	0.3%
5970	1	0.3%
5289	1	0.3%

2022
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	228
Distinct (%)	81.7%
Missing	20
Missing (%)	6.7%
Infinite	0
Infinite (%)	0.0%
Mean	817.36918

Minimum	7
Maximum	71805
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	7
5-th percentile	32.9
Q1	97
median	252
Q3	510
95-th percentile	2278.9
Maximum	71805
Range	71798
Interquartile range (IQR)	413

Descriptive statistics

Standard deviation	4468.6995
Coefficient of variation (CV)	5.467174
Kurtosis	231.73468
Mean	817.36918
Median Absolute Deviation (MAD)	177
Skewness	14.7277
Sum	228046
Variance	19969275
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
176	3	1.0%
276	3	1.0%
33	3	1.0%
187	2	0.7%
82	2	0.7%
25	2	0.7%
557	2	0.7%
57	2	0.7%
266	2	0.7%
41	2	0.7%
Other values (218)	256	85.6%
(Missing)	20	6.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7	1	0.3%
17	1	0.3%
19	1	0.3%
22	1	0.3%
24	2	0.7%
25	2	0.7%
27	1	0.3%
28	2	0.7%
29	1	0.3%
30	1	0.3%

Value	Count	Frequency (%)
71805	1	0.3%
17289	1	0.3%
6337	1	0.3%
5553	1	0.3%
5230	1	0.3%
5151	1	0.3%
4485	1	0.3%
3878	1	0.3%
3664	1	0.3%
3546	1	0.3%

2023
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	232
Distinct (%)	82.9%
Missing	19
Missing (%)	6.4%
Infinite	0
Infinite (%)	0.0%
Mean	808.69643

Minimum	4
Maximum	71269
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	4
5-th percentile	26
Q1	80
median	249
Q3	490.25
95-th percentile	2407.2
Maximum	71269
Range	71265
Interquartile range (IQR)	410.25

Descriptive statistics

Standard deviation	4443.7647
Coefficient of variation (CV)	5.4949726
Kurtosis	229.34951
Mean	808.69643
Median Absolute Deviation (MAD)	182.5
Skewness	14.634872
Sum	226435
Variance	19747045
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
26	4	1.3%
40	3	1.0%
74	3	1.0%
405	3	1.0%
64	3	1.0%
96	3	1.0%
49	2	0.7%
47	2	0.7%
217	2	0.7%
577	2	0.7%
Other values (222)	253	84.6%
(Missing)	19	6.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4	1	0.3%
8	1	0.3%
11	1	0.3%
15	2	0.7%
16	1	0.3%
17	1	0.3%
20	1	0.3%
22	2	0.7%
23	2	0.7%
25	1	0.3%

Value	Count	Frequency (%)
71269	1	0.3%
18251	1	0.3%
7981	1	0.3%
4888	1	0.3%
4609	1	0.3%
4364	1	0.3%
4243	1	0.3%
3953	1	0.3%
3371	1	0.3%
3291	1	0.3%

Phik (φk)
Auto

Heatmap
Table

	2006	2007	2008	2009	2010	2011	2012	2013	2014	2015	2016	2017	2018	2019	2020	2021	2022	2023
2006	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
2007	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
2008	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
2009	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
2010	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
2011	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
2012	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
2013	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
2014	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
2015	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
2016	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
2017	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
2018	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
2019	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
2020	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
2021	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
2022	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
2023	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

Heatmap
Table

	2006	2007	2008	2009	2010	2011	2012	2013	2014	2015	2016	2017	2018	2019	2020	2021	2022	2023
2006	1.000	0.941	0.927	0.937	0.906	0.912	0.907	0.913	0.911	0.936	0.936	0.937	0.935	0.932	0.943	0.896	0.837	0.890
2007	0.941	1.000	0.966	0.942	0.931	0.939	0.927	0.930	0.923	0.933	0.930	0.931	0.917	0.924	0.934	0.913	0.885	0.907
2008	0.927	0.966	1.000	0.955	0.931	0.949	0.941	0.943	0.937	0.942	0.938	0.935	0.924	0.928	0.934	0.924	0.890	0.916
2009	0.937	0.942	0.955	1.000	0.953	0.959	0.949	0.957	0.952	0.957	0.948	0.948	0.939	0.942	0.952	0.926	0.884	0.935
2010	0.906	0.931	0.931	0.953	1.000	0.966	0.958	0.956	0.938	0.933	0.918	0.918	0.913	0.929	0.937	0.926	0.901	0.928
2011	0.912	0.939	0.949	0.959	0.966	1.000	0.978	0.972	0.963	0.949	0.928	0.933	0.920	0.940	0.947	0.928	0.902	0.929
2012	0.907	0.927	0.941	0.949	0.958	0.978	1.000	0.978	0.962	0.950	0.925	0.928	0.919	0.936	0.947	0.935	0.904	0.926
2013	0.913	0.930	0.943	0.957	0.956	0.972	0.978	1.000	0.972	0.961	0.940	0.943	0.929	0.941	0.949	0.926	0.888	0.923
2014	0.911	0.923	0.937	0.952	0.938	0.963	0.962	0.972	1.000	0.970	0.948	0.952	0.926	0.938	0.944	0.917	0.879	0.915
2015	0.936	0.933	0.942	0.957	0.933	0.949	0.950	0.961	0.970	1.000	0.968	0.964	0.946	0.947	0.955	0.917	0.876	0.913
2016	0.936	0.930	0.938	0.948	0.918	0.928	0.925	0.940	0.948	0.968	1.000	0.979	0.959	0.958	0.954	0.919	0.874	0.916
2017	0.937	0.931	0.935	0.948	0.918	0.933	0.928	0.943	0.952	0.964	0.979	1.000	0.968	0.968	0.963	0.929	0.880	0.931
2018	0.935	0.917	0.924	0.939	0.913	0.920	0.919	0.929	0.926	0.946	0.959	0.968	1.000	0.971	0.961	0.932	0.885	0.928
2019	0.932	0.924	0.928	0.942	0.929	0.940	0.936	0.941	0.938	0.947	0.958	0.968	0.971	1.000	0.972	0.931	0.880	0.938
2020	0.943	0.934	0.934	0.952	0.937	0.947	0.947	0.949	0.944	0.955	0.954	0.963	0.961	0.972	1.000	0.944	0.890	0.940
2021	0.896	0.913	0.924	0.926	0.926	0.928	0.935	0.926	0.917	0.917	0.919	0.929	0.932	0.931	0.944	1.000	0.936	0.941
2022	0.837	0.885	0.890	0.884	0.901	0.902	0.904	0.888	0.879	0.876	0.874	0.880	0.885	0.880	0.890	0.936	1.000	0.938
2023	0.890	0.907	0.916	0.935	0.928	0.929	0.926	0.923	0.915	0.913	0.916	0.931	0.928	0.938	0.940	0.941	0.938	1.000

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.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	지역	2006	2007	2008	2009	2010	2011	2012	2013	2014	2015	2016	2017	2018	2019	2020	2021	2022	2023
0	전국	122482	97846	93131	94707	91171	105217	85542	98330	123434	144963	132529	140378	136404	123359	158217	123389	71805	71269
1	서울	25820	15276	13993	13644	9466	11478	8622	11243	15739	23246	22174	21190	19927	15400	19372	13350	6337	7981
2	서울 종로구	324	288	313	211	157	173	157	180	203	292	259	337	248	205	263	219	116	96
3	서울 중구	281	184	168	252	235	174	204	143	176	1193	284	250	247	161	230	163	96	88
4	서울 용산구	899	545	327	371	272	264	194	258	443	511	687	737	661	424	628	443	206	167
5	서울 성동구	851	348	340	464	229	297	217	334	550	831	731	762	536	433	569	309	205	263
6	서울 광진구	910	616	450	489	291	369	299	314	491	768	657	672	601	518	533	421	219	253
7	서울 동대문구	887	634	516	423	273	422	297	429	675	839	852	754	858	846	706	395	329	686
8	서울 중랑구	858	763	549	372	320	548	338	412	749	918	876	762	762	530	647	528	289	225
9	서울 성북구	1467	853	741	672	494	581	413	533	680	1071	1007	973	1083	1043	905	582	265	481

	지역	2006	2007	2008	2009	2010	2011	2012	2013	2014	2015	2016	2017	2018	2019	2020	2021	2022	2023
289	경남 거창군	58	54	77	61	76	85	75	83	117	99	192	103	113	88	99	169	172	74
290	경남 합천군	32	29	29	33	45	41	45	51	54	64	42	57	45	51	52	52	44	32
291	(구)제주	458	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
292	(구)제주 (구)제주시	355	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
293	(구)제주 (구)서귀포시	42	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
294	(구)제주 (구)북제주군	38	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
295	(구)제주 (구)남제주군	23	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
296	제주	365	629	579	614	848	1027	1012	1214	1376	1733	1776	1581	1396	1111	1191	1433	1147	816
297	제주 제주시	302	497	431	469	692	827	814	947	1027	1097	1143	1093	983	803	842	984	800	553
298	제주 서귀포시	63	132	148	144	157	200	199	267	349	636	633	488	413	307	349	449	347	263

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Space Separator

Close Punctuation

Open Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Interactions

Correlations

Missing values

Sample