gimi9 Pandas Profiling

Dataset statistics

Number of variables	19
Number of observations	296
Missing cells	555
Missing cells (%)	9.9%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	49.3 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 신탁 신탁해지(면적) 데이터입니다.- (단위 : 천㎡)- 공표시기 : 익월 말일경
Author	한국부동산원
URL	https://www.data.go.kr/data/15068446/fileData.do

Alerts

`2006` is highly overall correlated with `2007` and 14 other fields	High correlation
`2007` is highly overall correlated with `2006` and 13 other fields	High correlation
`2008` is highly overall correlated with `2007` and 15 other fields	High correlation
`2009` is highly overall correlated with `2007` and 15 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 15 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 15 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 15 other fields	High correlation
`2023` is highly overall correlated with `2006` and 16 other fields	High correlation
`2006` has 83 (28.0%) missing values	Missing
`2007` has 60 (20.3%) missing values	Missing
`2008` has 51 (17.2%) missing values	Missing
`2009` has 44 (14.9%) missing values	Missing
`2010` has 35 (11.8%) missing values	Missing
`2011` has 33 (11.1%) missing values	Missing
`2012` has 28 (9.5%) missing values	Missing
`2013` has 26 (8.8%) missing values	Missing
`2014` has 35 (11.8%) missing values	Missing
`2015` has 22 (7.4%) missing values	Missing
`2016` has 18 (6.1%) missing values	Missing
`2017` has 19 (6.4%) missing values	Missing
`2018` has 17 (5.7%) missing values	Missing
`2019` has 17 (5.7%) missing values	Missing
`2020` has 17 (5.7%) missing values	Missing
`2021` has 17 (5.7%) missing values	Missing
`2022` has 17 (5.7%) missing values	Missing
`2023` has 16 (5.4%) missing values	Missing
`지역` has unique values	Unique
`2006` has 21 (7.1%) zeros	Zeros
`2007` has 32 (10.8%) zeros	Zeros
`2008` has 35 (11.8%) zeros	Zeros
`2009` has 49 (16.6%) zeros	Zeros
`2010` has 54 (18.2%) zeros	Zeros
`2011` has 57 (19.3%) zeros	Zeros
`2012` has 65 (22.0%) zeros	Zeros
`2013` has 53 (17.9%) zeros	Zeros
`2014` has 17 (5.7%) zeros	Zeros
`2015` has 31 (10.5%) zeros	Zeros
`2016` has 27 (9.1%) zeros	Zeros
`2017` has 21 (7.1%) zeros	Zeros
`2018` has 12 (4.1%) zeros	Zeros
`2019` has 8 (2.7%) zeros	Zeros
`2020` has 16 (5.4%) zeros	Zeros
`2021` has 18 (6.1%) zeros	Zeros
`2022` has 23 (7.8%) zeros	Zeros
`2023` has 31 (10.5%) zeros	Zeros

Reproduction

Analysis started	2024-03-30 02:42:53.511815
Analysis finished	2024-03-30 02:44:35.090312
Duration	1 minute and 41.58 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

지역
Text

UNIQUE

Distinct	296
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	2.4 KiB

Length

Max length	15
Median length	6
Mean length	6.2736486
Min length	3

Characters and Unicode

Total characters	1857
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	296 ?
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	9.2%
경남	27	4.7%
경북	26	4.5%
서울	26	4.5%
전남	23	4.0%
충남	20	3.5%
충북	20	3.5%
강원	19	3.3%
부산	17	3.0%
전북	17	3.0%
Other values (262)	325	56.7%

Most occurring characters

Value	Count	Frequency (%)
	296	15.9%
구	135	7.3%
시	121	6.5%
경	109	5.9%
군	91	4.9%
남	88	4.7%
북	71	3.8%
기	56	3.0%
전	50	2.7%
산	48	2.6%
Other values (137)	792	42.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	1535	82.7%
Space Separator	296	15.9%
Close Punctuation	13	0.7%
Open Punctuation	13	0.7%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
구	135	8.8%
시	121	7.9%
경	109	7.1%
군	91	5.9%
남	88	5.7%
북	71	4.6%
기	56	3.6%
전	50	3.3%
산	48	3.1%
원	42	2.7%
Other values (134)	724	47.2%

Space Separator

Value	Count	Frequency (%)
	296	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	13	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	13	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	1535	82.7%
Common	322	17.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
구	135	8.8%
시	121	7.9%
경	109	7.1%
군	91	5.9%
남	88	5.7%
북	71	4.6%
기	56	3.6%
전	50	3.3%
산	48	3.1%
원	42	2.7%
Other values (134)	724	47.2%

Common

Value	Count	Frequency (%)
	296	91.9%
)	13	4.0%
(	13	4.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	1535	82.7%
ASCII	322	17.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	296	91.9%
)	13	4.0%
(	13	4.0%

Hangul

Value	Count	Frequency (%)
구	135	8.8%
시	121	7.9%
경	109	7.1%
군	91	5.9%
남	88	5.7%
북	71	4.6%
기	56	3.6%
전	50	3.3%
산	48	3.1%
원	42	2.7%
Other values (134)	724	47.2%

2006
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	110
Distinct (%)	51.6%
Missing	83
Missing (%)	28.0%
Infinite	0
Infinite (%)	0.0%
Mean	129.94836

Minimum	0
Maximum	8763
Zeros	21
Zeros (%)	7.1%
Negative	0
Negative (%)	0.0%
Memory size	2.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4
median	26
Q3	84
95-th percentile	292.4
Maximum	8763
Range	8763
Interquartile range (IQR)	80

Descriptive statistics

Standard deviation	640.52199
Coefficient of variation (CV)	4.9290503
Kurtosis	158.35252
Mean	129.94836
Median Absolute Deviation (MAD)	25
Skewness	12.021608
Sum	27679
Variance	410268.42
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	21	7.1%
1	16	5.4%
2	8	2.7%
4	6	2.0%
9	6	2.0%
5	5	1.7%
23	5	1.7%
3	4	1.4%
11	4	1.4%
6	4	1.4%
Other values (100)	134	45.3%
(Missing)	83	28.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	21	7.1%
1	16	5.4%
2	8	2.7%
3	4	1.4%
4	6	2.0%
5	5	1.7%
6	4	1.4%
7	2	0.7%
8	2	0.7%
9	6	2.0%

Value	Count	Frequency (%)
8763	1	0.3%
2534	1	0.3%
1907	1	0.3%
818	1	0.3%
765	1	0.3%
546	1	0.3%
441	1	0.3%
386	1	0.3%
381	1	0.3%
332	1	0.3%

2007
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	102
Distinct (%)	43.2%
Missing	60
Missing (%)	20.3%
Infinite	0
Infinite (%)	0.0%
Mean	115.16525

Minimum	0
Maximum	8824
Zeros	32
Zeros (%)	10.8%
Negative	0
Negative (%)	0.0%
Memory size	2.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4
median	17
Q3	63.25
95-th percentile	349.5
Maximum	8824
Range	8824
Interquartile range (IQR)	59.25

Descriptive statistics

Standard deviation	609.76091
Coefficient of variation (CV)	5.2946604
Kurtosis	179.61536
Mean	115.16525
Median Absolute Deviation (MAD)	17
Skewness	12.807991
Sum	27179
Variance	371808.37
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	32	10.8%
1	11	3.7%
8	9	3.0%
3	8	2.7%
2	7	2.4%
11	7	2.4%
6	6	2.0%
5	6	2.0%
4	5	1.7%
12	5	1.7%
Other values (92)	140	47.3%
(Missing)	60	20.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	32	10.8%
1	11	3.7%
2	7	2.4%
3	8	2.7%
4	5	1.7%
5	6	2.0%
6	6	2.0%
7	3	1.0%
8	9	3.0%
9	3	1.0%

Value	Count	Frequency (%)
8824	1	0.3%
2355	1	0.3%
1686	1	0.3%
883	1	0.3%
666	1	0.3%
658	1	0.3%
628	1	0.3%
582	1	0.3%
500	1	0.3%
411	1	0.3%

2008
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	96
Distinct (%)	39.2%
Missing	51
Missing (%)	17.2%
Infinite	0
Infinite (%)	0.0%
Mean	102.3102

Minimum	0
Maximum	8183
Zeros	35
Zeros (%)	11.8%
Negative	0
Negative (%)	0.0%
Memory size	2.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	15
Q3	60
95-th percentile	344.2
Maximum	8183
Range	8183
Interquartile range (IQR)	57

Descriptive statistics

Standard deviation	543.41638
Coefficient of variation (CV)	5.3114583
Kurtosis	202.54133
Mean	102.3102
Median Absolute Deviation (MAD)	15
Skewness	13.695725
Sum	25066
Variance	295301.36
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	35	11.8%
1	19	6.4%
3	15	5.1%
2	7	2.4%
8	7	2.4%
24	6	2.0%
15	6	2.0%
4	6	2.0%
6	6	2.0%
11	4	1.4%
Other values (86)	134	45.3%
(Missing)	51	17.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	35	11.8%
1	19	6.4%
2	7	2.4%
3	15	5.1%
4	6	2.0%
5	4	1.4%
6	6	2.0%
7	3	1.0%
8	7	2.4%
9	3	1.0%

Value	Count	Frequency (%)
8183	1	0.3%
1221	1	0.3%
1131	1	0.3%
1120	1	0.3%
706	1	0.3%
641	1	0.3%
626	1	0.3%
566	1	0.3%
521	1	0.3%
425	1	0.3%

2009
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	98
Distinct (%)	38.9%
Missing	44
Missing (%)	14.9%
Infinite	0
Infinite (%)	0.0%
Mean	126.46429

Minimum	0
Maximum	10219
Zeros	49
Zeros (%)	16.6%
Negative	0
Negative (%)	0.0%
Memory size	2.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1.75
median	12.5
Q3	67
95-th percentile	508.25
Maximum	10219
Range	10219
Interquartile range (IQR)	65.25

Descriptive statistics

Standard deviation	672.68475
Coefficient of variation (CV)	5.3191677
Kurtosis	203.96941
Mean	126.46429
Median Absolute Deviation (MAD)	12.5
Skewness	13.687037
Sum	31869
Variance	452504.77
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	49	16.6%
1	14	4.7%
2	11	3.7%
4	8	2.7%
18	7	2.4%
6	7	2.4%
16	6	2.0%
3	6	2.0%
22	6	2.0%
7	6	2.0%
Other values (88)	132	44.6%
(Missing)	44	14.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	49	16.6%
1	14	4.7%
2	11	3.7%
3	6	2.0%
4	8	2.7%
5	3	1.0%
6	7	2.4%
7	6	2.0%
8	4	1.4%
9	6	2.0%

Value	Count	Frequency (%)
10219	1	0.3%
1761	1	0.3%
1393	1	0.3%
1179	1	0.3%
1063	1	0.3%
752	1	0.3%
713	1	0.3%
677	1	0.3%
649	1	0.3%
645	1	0.3%

2010
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	115
Distinct (%)	44.1%
Missing	35
Missing (%)	11.8%
Infinite	0
Infinite (%)	0.0%
Mean	138.49425

Minimum	0
Maximum	11212
Zeros	54
Zeros (%)	18.2%
Negative	0
Negative (%)	0.0%
Memory size	2.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	16
Q3	79
95-th percentile	482
Maximum	11212
Range	11212
Interquartile range (IQR)	77

Descriptive statistics

Standard deviation	730.44484
Coefficient of variation (CV)	5.2741888
Kurtosis	205.7554
Mean	138.49425
Median Absolute Deviation (MAD)	16
Skewness	13.753345
Sum	36147
Variance	533549.66
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	54	18.2%
1	8	2.7%
2	7	2.4%
6	7	2.4%
3	7	2.4%
8	6	2.0%
9	6	2.0%
4	6	2.0%
10	6	2.0%
5	5	1.7%
Other values (105)	149	50.3%
(Missing)	35	11.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	54	18.2%
1	8	2.7%
2	7	2.4%
3	7	2.4%
4	6	2.0%
5	5	1.7%
6	7	2.4%
7	4	1.4%
8	6	2.0%
9	6	2.0%

Value	Count	Frequency (%)
11212	1	0.3%
2951	1	0.3%
1010	1	0.3%
998	1	0.3%
915	1	0.3%
828	1	0.3%
792	1	0.3%
724	1	0.3%
712	1	0.3%
594	1	0.3%

2011
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	112
Distinct (%)	42.6%
Missing	33
Missing (%)	11.1%
Infinite	0
Infinite (%)	0.0%
Mean	135.62738

Minimum	0
Maximum	11057
Zeros	57
Zeros (%)	19.3%
Negative	0
Negative (%)	0.0%
Memory size	2.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	14
Q3	64
95-th percentile	465
Maximum	11057
Range	11057
Interquartile range (IQR)	63

Descriptive statistics

Standard deviation	726.7195
Coefficient of variation (CV)	5.3582066
Kurtosis	197.64096
Mean	135.62738
Median Absolute Deviation (MAD)	14
Skewness	13.41553
Sum	35670
Variance	528121.23
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	57	19.3%
1	12	4.1%
2	9	3.0%
3	8	2.7%
12	7	2.4%
10	6	2.0%
7	5	1.7%
5	5	1.7%
8	5	1.7%
9	5	1.7%
Other values (102)	144	48.6%
(Missing)	33	11.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	57	19.3%
1	12	4.1%
2	9	3.0%
3	8	2.7%
4	4	1.4%
5	5	1.7%
6	2	0.7%
7	5	1.7%
8	5	1.7%
9	5	1.7%

Value	Count	Frequency (%)
11057	1	0.3%
3309	1	0.3%
1364	1	0.3%
957	1	0.3%
923	1	0.3%
906	1	0.3%
727	1	0.3%
704	1	0.3%
676	1	0.3%
666	1	0.3%

2012
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	106
Distinct (%)	39.6%
Missing	28
Missing (%)	9.5%
Infinite	0
Infinite (%)	0.0%
Mean	171.87687

Minimum	0
Maximum	13389
Zeros	65
Zeros (%)	22.0%
Negative	0
Negative (%)	0.0%
Memory size	2.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	11
Q3	54
95-th percentile	384.5
Maximum	13389
Range	13389
Interquartile range (IQR)	53

Descriptive statistics

Standard deviation	1012.898
Coefficient of variation (CV)	5.893161
Kurtosis	120.517
Mean	171.87687
Median Absolute Deviation (MAD)	11
Skewness	10.373544
Sum	46063
Variance	1025962.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	65	22.0%
1	14	4.7%
2	12	4.1%
3	8	2.7%
5	7	2.4%
11	6	2.0%
25	6	2.0%
8	5	1.7%
17	5	1.7%
6	5	1.7%
Other values (96)	135	45.6%
(Missing)	28	9.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	65	22.0%
1	14	4.7%
2	12	4.1%
3	8	2.7%
4	4	1.4%
5	7	2.4%
6	5	1.7%
7	4	1.4%
8	5	1.7%
9	4	1.4%

Value	Count	Frequency (%)
13389	1	0.3%
7323	1	0.3%
4699	1	0.3%
4639	1	0.3%
908	1	0.3%
849	1	0.3%
738	1	0.3%
622	1	0.3%
537	1	0.3%
471	1	0.3%

2013
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	93
Distinct (%)	34.4%
Missing	26
Missing (%)	8.8%
Infinite	0
Infinite (%)	0.0%
Mean	103.02963

Minimum	0
Maximum	8165
Zeros	53
Zeros (%)	17.9%
Negative	0
Negative (%)	0.0%
Memory size	2.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	10
Q3	38
95-th percentile	315.3
Maximum	8165
Range	8165
Interquartile range (IQR)	37

Descriptive statistics

Standard deviation	563.21742
Coefficient of variation (CV)	5.4665577
Kurtosis	162.66017
Mean	103.02963
Median Absolute Deviation (MAD)	10
Skewness	12.021044
Sum	27818
Variance	317213.86
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	53	17.9%
1	22	7.4%
3	14	4.7%
2	10	3.4%
19	9	3.0%
5	8	2.7%
10	7	2.4%
4	7	2.4%
7	6	2.0%
6	5	1.7%
Other values (83)	129	43.6%
(Missing)	26	8.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	53	17.9%
1	22	7.4%
2	10	3.4%
3	14	4.7%
4	7	2.4%
5	8	2.7%
6	5	1.7%
7	6	2.0%
8	5	1.7%
9	3	1.0%

Value	Count	Frequency (%)
8165	1	0.3%
3636	1	0.3%
1361	1	0.3%
1324	1	0.3%
877	1	0.3%
871	1	0.3%
763	1	0.3%
674	1	0.3%
592	1	0.3%
538	1	0.3%

2014
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	108
Distinct (%)	41.4%
Missing	35
Missing (%)	11.8%
Infinite	0
Infinite (%)	0.0%
Mean	109.11111

Minimum	0
Maximum	8949
Zeros	17
Zeros (%)	5.7%
Negative	0
Negative (%)	0.0%
Memory size	2.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	5
median	21
Q3	58
95-th percentile	313
Maximum	8949
Range	8949
Interquartile range (IQR)	53

Descriptive statistics

Standard deviation	587.46698
Coefficient of variation (CV)	5.3841169
Kurtosis	199.83806
Mean	109.11111
Median Absolute Deviation (MAD)	19
Skewness	13.511428
Sum	28478
Variance	345117.45
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	17	5.7%
1	16	5.4%
2	13	4.4%
5	8	2.7%
4	8	2.7%
10	7	2.4%
8	7	2.4%
7	6	2.0%
35	6	2.0%
12	5	1.7%
Other values (98)	168	56.8%
(Missing)	35	11.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	17	5.7%
1	16	5.4%
2	13	4.4%
3	5	1.7%
4	8	2.7%
5	8	2.7%
6	5	1.7%
7	6	2.0%
8	7	2.4%
9	5	1.7%

Value	Count	Frequency (%)
8949	1	0.3%
2442	1	0.3%
1214	1	0.3%
1049	1	0.3%
917	1	0.3%
739	1	0.3%
723	1	0.3%
535	1	0.3%
509	1	0.3%
489	1	0.3%

2015
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	115
Distinct (%)	42.0%
Missing	22
Missing (%)	7.4%
Infinite	0
Infinite (%)	0.0%
Mean	233.06204

Minimum	0
Maximum	20503
Zeros	31
Zeros (%)	10.5%
Negative	0
Negative (%)	0.0%
Memory size	2.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4
median	24.5
Q3	80
95-th percentile	498
Maximum	20503
Range	20503
Interquartile range (IQR)	76

Descriptive statistics

Standard deviation	1463.1648
Coefficient of variation (CV)	6.2780054
Kurtosis	143.31682
Mean	233.06204
Median Absolute Deviation (MAD)	23.5
Skewness	11.296411
Sum	63859
Variance	2140851.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	31	10.5%
1	14	4.7%
3	12	4.1%
4	8	2.7%
2	7	2.4%
7	7	2.4%
13	6	2.0%
18	5	1.7%
5	5	1.7%
21	5	1.7%
Other values (105)	174	58.8%
(Missing)	22	7.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	31	10.5%
1	14	4.7%
2	7	2.4%
3	12	4.1%
4	8	2.7%
5	5	1.7%
6	3	1.0%
7	7	2.4%
8	4	1.4%
9	4	1.4%

Value	Count	Frequency (%)
20503	1	0.3%
8853	1	0.3%
8446	1	0.3%
4149	1	0.3%
2179	1	0.3%
1098	1	0.3%
804	1	0.3%
803	1	0.3%
787	1	0.3%
767	1	0.3%

2016
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	120
Distinct (%)	43.2%
Missing	18
Missing (%)	6.1%
Infinite	0
Infinite (%)	0.0%
Mean	176.96763

Minimum	0
Maximum	15651
Zeros	27
Zeros (%)	9.1%
Negative	0
Negative (%)	0.0%
Memory size	2.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	6
median	24.5
Q3	80.75
95-th percentile	435.9
Maximum	15651
Range	15651
Interquartile range (IQR)	74.75

Descriptive statistics

Standard deviation	1021.3684
Coefficient of variation (CV)	5.7714986
Kurtosis	193.55059
Mean	176.96763
Median Absolute Deviation (MAD)	22.5
Skewness	13.194493
Sum	49197
Variance	1043193.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	27	9.1%
1	12	4.1%
2	11	3.7%
5	8	2.7%
6	7	2.4%
18	7	2.4%
3	7	2.4%
24	6	2.0%
33	6	2.0%
45	5	1.7%
Other values (110)	182	61.5%
(Missing)	18	6.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	27	9.1%
1	12	4.1%
2	11	3.7%
3	7	2.4%
4	4	1.4%
5	8	2.7%
6	7	2.4%
7	2	0.7%
8	4	1.4%
9	4	1.4%

Value	Count	Frequency (%)
15651	1	0.3%
4407	1	0.3%
4397	1	0.3%
2145	1	0.3%
1171	1	0.3%
1079	1	0.3%
1018	1	0.3%
910	1	0.3%
743	2	0.7%
703	1	0.3%

2017
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	124
Distinct (%)	44.8%
Missing	19
Missing (%)	6.4%
Infinite	0
Infinite (%)	0.0%
Mean	152.5343

Minimum	0
Maximum	13047
Zeros	21
Zeros (%)	7.1%
Negative	0
Negative (%)	0.0%
Memory size	2.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	7
median	29
Q3	73
95-th percentile	342.8
Maximum	13047
Range	13047
Interquartile range (IQR)	66

Descriptive statistics

Standard deviation	840.15839
Coefficient of variation (CV)	5.5079967
Kurtosis	203.52436
Mean	152.5343
Median Absolute Deviation (MAD)	26
Skewness	13.543563
Sum	42252
Variance	705866.13
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	21	7.1%
1	17	5.7%
6	9	3.0%
7	9	3.0%
9	8	2.7%
45	6	2.0%
3	6	2.0%
20	6	2.0%
2	5	1.7%
17	5	1.7%
Other values (114)	185	62.5%
(Missing)	19	6.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	21	7.1%
1	17	5.7%
2	5	1.7%
3	6	2.0%
4	3	1.0%
5	4	1.4%
6	9	3.0%
7	9	3.0%
8	3	1.0%
9	8	2.7%

Value	Count	Frequency (%)
13047	1	0.3%
3216	1	0.3%
2771	1	0.3%
1650	1	0.3%
1509	1	0.3%
1481	1	0.3%
1392	1	0.3%
756	1	0.3%
722	1	0.3%
513	1	0.3%

2018
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	126
Distinct (%)	45.2%
Missing	17
Missing (%)	5.7%
Infinite	0
Infinite (%)	0.0%
Mean	151.38351

Minimum	0
Maximum	13475
Zeros	12
Zeros (%)	4.1%
Negative	0
Negative (%)	0.0%
Memory size	2.7 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	8.5
median	33
Q3	91
95-th percentile	351.2
Maximum	13475
Range	13475
Interquartile range (IQR)	82.5

Descriptive statistics

Standard deviation	860.74342
Coefficient of variation (CV)	5.6858465
Kurtosis	209.4818
Mean	151.38351
Median Absolute Deviation (MAD)	29
Skewness	13.838327
Sum	42236
Variance	740879.23
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	18	6.1%
0	12	4.1%
2	7	2.4%
3	7	2.4%
27	7	2.4%
10	7	2.4%
6	7	2.4%
7	6	2.0%
8	6	2.0%
20	5	1.7%
Other values (116)	197	66.6%
(Missing)	17	5.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12	4.1%
1	18	6.1%
2	7	2.4%
3	7	2.4%
4	4	1.4%
5	3	1.0%
6	7	2.4%
7	6	2.0%
8	6	2.0%
9	4	1.4%

Value	Count	Frequency (%)
13475	1	0.3%
3429	1	0.3%
3356	1	0.3%
1165	1	0.3%
991	1	0.3%
942	1	0.3%
817	1	0.3%
773	1	0.3%
529	1	0.3%
462	1	0.3%

2019
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	138
Distinct (%)	49.5%
Missing	17
Missing (%)	5.7%
Infinite	0
Infinite (%)	0.0%
Mean	176.51971

Minimum	0
Maximum	15804
Zeros	8
Zeros (%)	2.7%
Negative	0
Negative (%)	0.0%
Memory size	2.7 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	9.5
median	37
Q3	111.5
95-th percentile	413.1
Maximum	15804
Range	15804
Interquartile range (IQR)	102

Descriptive statistics

Standard deviation	994.93903
Coefficient of variation (CV)	5.6364188
Kurtosis	221.62485
Mean	176.51971
Median Absolute Deviation (MAD)	33
Skewness	14.310692
Sum	49249
Variance	989903.67
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	11	3.7%
1	10	3.4%
0	8	2.7%
3	8	2.7%
9	6	2.0%
5	6	2.0%
8	6	2.0%
4	6	2.0%
6	6	2.0%
10	6	2.0%
Other values (128)	206	69.6%
(Missing)	17	5.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8	2.7%
1	10	3.4%
2	11	3.7%
3	8	2.7%
4	6	2.0%
5	6	2.0%
6	6	2.0%
7	3	1.0%
8	6	2.0%
9	6	2.0%

Value	Count	Frequency (%)
15804	1	0.3%
3993	1	0.3%
2602	1	0.3%
1170	1	0.3%
1157	1	0.3%
1142	1	0.3%
956	1	0.3%
925	1	0.3%
900	1	0.3%
733	1	0.3%

2020
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	141
Distinct (%)	50.5%
Missing	17
Missing (%)	5.7%
Infinite	0
Infinite (%)	0.0%
Mean	166.6129

Minimum	0
Maximum	14977
Zeros	16
Zeros (%)	5.4%
Negative	0
Negative (%)	0.0%
Memory size	2.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	9.5
median	39
Q3	96.5
95-th percentile	428.1
Maximum	14977
Range	14977
Interquartile range (IQR)	87

Descriptive statistics

Standard deviation	950.90218
Coefficient of variation (CV)	5.7072542
Kurtosis	214.80009
Mean	166.6129
Median Absolute Deviation (MAD)	34
Skewness	14.070208
Sum	46485
Variance	904214.96
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	16	5.4%
3	13	4.4%
1	10	3.4%
6	7	2.4%
16	7	2.4%
5	7	2.4%
4	6	2.0%
49	6	2.0%
12	5	1.7%
2	5	1.7%
Other values (131)	197	66.6%
(Missing)	17	5.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	16	5.4%
1	10	3.4%
2	5	1.7%
3	13	4.4%
4	6	2.0%
5	7	2.4%
6	7	2.4%
7	1	0.3%
8	3	1.0%
9	2	0.7%

Value	Count	Frequency (%)
14977	1	0.3%
4310	1	0.3%
2752	1	0.3%
1158	1	0.3%
977	1	0.3%
888	1	0.3%
886	1	0.3%
603	1	0.3%
553	1	0.3%
541	1	0.3%

2021
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	135
Distinct (%)	48.4%
Missing	17
Missing (%)	5.7%
Infinite	0
Infinite (%)	0.0%
Mean	259.73835

Minimum	0
Maximum	23541
Zeros	18
Zeros (%)	6.1%
Negative	0
Negative (%)	0.0%
Memory size	2.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	5
median	31
Q3	88
95-th percentile	571
Maximum	23541
Range	23541
Interquartile range (IQR)	83

Descriptive statistics

Standard deviation	1693.2519
Coefficient of variation (CV)	6.5190678
Kurtosis	141.22987
Mean	259.73835
Median Absolute Deviation (MAD)	28
Skewness	11.342896
Sum	72467
Variance	2867102
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3	19	6.4%
1	19	6.4%
0	18	6.1%
2	6	2.0%
4	6	2.0%
5	5	1.7%
35	5	1.7%
9	5	1.7%
16	4	1.4%
8	4	1.4%
Other values (125)	188	63.5%
(Missing)	17	5.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	18	6.1%
1	19	6.4%
2	6	2.0%
3	19	6.4%
4	6	2.0%
5	5	1.7%
6	1	0.3%
7	3	1.0%
8	4	1.4%
9	5	1.7%

Value	Count	Frequency (%)
23541	1	0.3%
12391	1	0.3%
9454	1	0.3%
2841	1	0.3%
1437	1	0.3%
961	1	0.3%
903	1	0.3%
878	1	0.3%
870	1	0.3%
739	1	0.3%

2022
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	122
Distinct (%)	43.7%
Missing	17
Missing (%)	5.7%
Infinite	0
Infinite (%)	0.0%
Mean	1698.7885

Minimum	0
Maximum	157084
Zeros	23
Zeros (%)	7.8%
Negative	0
Negative (%)	0.0%
Memory size	2.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4
median	21
Q3	72
95-th percentile	489.2
Maximum	157084
Range	157084
Interquartile range (IQR)	68

Descriptive statistics

Standard deviation	13565.589
Coefficient of variation (CV)	7.9854492
Kurtosis	94.732596
Mean	1698.7885
Median Absolute Deviation (MAD)	20
Skewness	9.5813346
Sum	473962
Variance	1.8402522 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	23	7.8%
1	15	5.1%
2	15	5.1%
3	13	4.4%
5	8	2.7%
6	8	2.7%
8	6	2.0%
12	6	2.0%
11	6	2.0%
4	5	1.7%
Other values (112)	174	58.8%
(Missing)	17	5.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	23	7.8%
1	15	5.1%
2	15	5.1%
3	13	4.4%
4	5	1.7%
5	8	2.7%
6	8	2.7%
7	5	1.7%
8	6	2.0%
9	5	1.7%

Value	Count	Frequency (%)
157084	1	0.3%
114448	1	0.3%
113392	1	0.3%
24763	1	0.3%
24654	1	0.3%
6379	1	0.3%
5919	1	0.3%
3658	1	0.3%
3481	1	0.3%
1910	1	0.3%

2023
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	113
Distinct (%)	40.4%
Missing	16
Missing (%)	5.4%
Infinite	0
Infinite (%)	0.0%
Mean	13254.393

Minimum	0
Maximum	1236384
Zeros	31
Zeros (%)	10.5%
Negative	0
Negative (%)	0.0%
Memory size	2.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	19.5
Q3	50
95-th percentile	576.9
Maximum	1236384
Range	1236384
Interquartile range (IQR)	47

Descriptive statistics

Standard deviation	125156.97
Coefficient of variation (CV)	9.4426787
Kurtosis	89.986463
Mean	13254.393
Median Absolute Deviation (MAD)	18.5
Skewness	9.5552829
Sum	3711230
Variance	1.5664268 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	31	10.5%
1	24	8.1%
3	10	3.4%
6	9	3.0%
8	7	2.4%
5	7	2.4%
2	7	2.4%
4	6	2.0%
44	6	2.0%
13	6	2.0%
Other values (103)	167	56.4%
(Missing)	16	5.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	31	10.5%
1	24	8.1%
2	7	2.4%
3	10	3.4%
4	6	2.0%
5	7	2.4%
6	9	3.0%
7	4	1.4%
8	7	2.4%
9	4	1.4%

Value	Count	Frequency (%)
1236384	1	0.3%
1202162	1	0.3%
1201906	1	0.3%
23277	1	0.3%
23168	1	0.3%
3068	1	0.3%
2646	1	0.3%
1662	1	0.3%
965	1	0.3%
878	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	0.861	0.962	0.957	0.988	0.801	0.801	0.830	0.840	1.000	1.000	1.000	1.000	1.000	1.000	1.000	0.672	0.357
2007	0.861	1.000	0.761	0.706	0.801	0.951	0.951	0.968	0.973	0.906	0.968	0.968	0.861	0.996	0.996	0.906	0.891	0.775
2008	0.962	0.761	1.000	0.977	0.942	0.761	0.673	0.695	0.787	0.794	0.717	0.718	0.962	0.761	0.761	0.794	0.718	0.358
2009	0.957	0.706	0.977	1.000	0.970	0.801	0.740	0.740	0.759	0.775	0.706	0.706	0.957	0.740	0.740	0.775	0.706	0.405
2010	0.988	0.801	0.942	0.970	1.000	1.000	1.000	1.000	1.000	1.000	0.801	0.801	0.988	1.000	1.000	1.000	0.673	0.358
2011	0.801	0.951	0.761	0.801	1.000	1.000	0.981	0.981	0.981	0.839	0.951	0.951	0.801	0.981	0.981	0.839	0.891	0.777
2012	0.801	0.951	0.673	0.740	1.000	0.981	1.000	0.996	0.981	0.839	0.951	0.951	0.801	0.981	0.981	0.839	0.891	0.777
2013	0.830	0.968	0.695	0.740	1.000	0.981	0.996	1.000	0.984	0.874	0.960	0.960	0.831	0.990	0.990	0.874	0.892	0.777
2014	0.840	0.973	0.787	0.759	1.000	0.981	0.981	0.984	1.000	0.885	0.963	0.963	0.841	0.992	0.992	0.885	0.915	0.777
2015	1.000	0.906	0.794	0.775	1.000	0.839	0.839	0.874	0.885	1.000	0.839	0.839	1.000	1.000	1.000	0.991	0.639	0.466
2016	1.000	0.968	0.717	0.706	0.801	0.951	0.951	0.960	0.963	0.839	1.000	0.981	1.000	0.981	0.981	0.839	0.892	0.777
2017	1.000	0.968	0.718	0.706	0.801	0.951	0.951	0.960	0.963	0.839	0.981	1.000	1.000	0.981	0.981	0.839	0.892	0.777
2018	1.000	0.861	0.962	0.957	0.988	0.801	0.801	0.831	0.841	1.000	1.000	1.000	1.000	1.000	1.000	1.000	0.673	0.358
2019	1.000	0.996	0.761	0.740	1.000	0.981	0.981	0.990	0.992	1.000	0.981	0.981	1.000	1.000	1.000	1.000	0.892	0.777
2020	1.000	0.996	0.761	0.740	1.000	0.981	0.981	0.990	0.992	1.000	0.981	0.981	1.000	1.000	1.000	1.000	0.892	0.777
2021	1.000	0.906	0.794	0.775	1.000	0.839	0.839	0.874	0.885	0.991	0.839	0.839	1.000	1.000	1.000	1.000	0.639	0.466
2022	0.672	0.891	0.718	0.706	0.673	0.891	0.891	0.892	0.915	0.639	0.892	0.892	0.673	0.892	0.892	0.639	1.000	0.777
2023	0.357	0.775	0.358	0.405	0.358	0.777	0.777	0.777	0.777	0.466	0.777	0.777	0.358	0.777	0.777	0.466	0.777	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	0.609	0.486	0.497	0.526	0.516	0.566	0.549	0.617	0.607	0.570	0.523	0.529	0.516	0.563	0.578	0.568	0.575
2007	0.609	1.000	0.615	0.504	0.508	0.515	0.578	0.569	0.513	0.529	0.516	0.475	0.522	0.496	0.543	0.558	0.470	0.523
2008	0.486	0.615	1.000	0.693	0.606	0.595	0.554	0.558	0.521	0.556	0.532	0.505	0.516	0.542	0.585	0.573	0.557	0.549
2009	0.497	0.504	0.693	1.000	0.714	0.644	0.592	0.559	0.538	0.635	0.551	0.540	0.582	0.604	0.617	0.630	0.638	0.584
2010	0.526	0.508	0.606	0.714	1.000	0.741	0.716	0.608	0.534	0.608	0.610	0.572	0.622	0.602	0.608	0.606	0.590	0.575
2011	0.516	0.515	0.595	0.644	0.741	1.000	0.742	0.681	0.604	0.661	0.611	0.606	0.650	0.659	0.667	0.638	0.626	0.621
2012	0.566	0.578	0.554	0.592	0.716	0.742	1.000	0.789	0.641	0.695	0.661	0.639	0.650	0.666	0.673	0.641	0.628	0.608
2013	0.549	0.569	0.558	0.559	0.608	0.681	0.789	1.000	0.713	0.719	0.669	0.666	0.659	0.656	0.644	0.653	0.644	0.626
2014	0.617	0.513	0.521	0.538	0.534	0.604	0.641	0.713	1.000	0.774	0.676	0.677	0.676	0.679	0.635	0.665	0.664	0.667
2015	0.607	0.529	0.556	0.635	0.608	0.661	0.695	0.719	0.774	1.000	0.772	0.781	0.755	0.715	0.667	0.707	0.719	0.686
2016	0.570	0.516	0.532	0.551	0.610	0.611	0.661	0.669	0.676	0.772	1.000	0.856	0.805	0.737	0.716	0.748	0.720	0.692
2017	0.523	0.475	0.505	0.540	0.572	0.606	0.639	0.666	0.677	0.781	0.856	1.000	0.847	0.784	0.762	0.786	0.745	0.741
2018	0.529	0.522	0.516	0.582	0.622	0.650	0.650	0.659	0.676	0.755	0.805	0.847	1.000	0.841	0.801	0.795	0.763	0.738
2019	0.516	0.496	0.542	0.604	0.602	0.659	0.666	0.656	0.679	0.715	0.737	0.784	0.841	1.000	0.851	0.798	0.772	0.743
2020	0.563	0.543	0.585	0.617	0.608	0.667	0.673	0.644	0.635	0.667	0.716	0.762	0.801	0.851	1.000	0.822	0.802	0.799
2021	0.578	0.558	0.573	0.630	0.606	0.638	0.641	0.653	0.665	0.707	0.748	0.786	0.795	0.798	0.822	1.000	0.820	0.798
2022	0.568	0.470	0.557	0.638	0.590	0.626	0.628	0.644	0.664	0.719	0.720	0.745	0.763	0.772	0.802	0.820	1.000	0.834
2023	0.575	0.523	0.549	0.584	0.575	0.621	0.608	0.626	0.667	0.686	0.692	0.741	0.738	0.743	0.799	0.798	0.834	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	8763	8824	8183	10219	11212	11057	13389	8165	8949	20503	15651	13047	13475	15804	14977	23541	157084	1236384
1	서울	1907	2355	1131	713	915	957	908	877	1214	2179	4397	2771	3429	2602	2752	2841	3481	3068
2	서울 종로구	5	24	11	9	17	11	3	3	6	18	19	20	17	24	23	32	20	8
3	서울 중구	21	25	21	20	109	21	13	9	6	4	5	5	23	122	128	23	73	14
4	서울 용산구	207	27	40	11	58	113	18	23	71	88	59	69	48	69	79	131	37	312
5	서울 성동구	48	10	3	9	0	18	17	10	33	26	16	7	94	78	72	18	21	32
6	서울 광진구	87	27	24	17	20	9	11	20	11	82	66	75	120	76	49	99	65	47
7	서울 동대문구	61	883	13	8	3	38	25	33	28	10	133	45	91	74	80	86	72	43
8	서울 중랑구	29	15	1	29	9	45	109	46	84	80	80	53	51	50	45	39	35	58
9	서울 성북구	11	48	37	7	170	73	17	5	19	52	78	69	90	82	94	75	72	40

	지역	2006	2007	2008	2009	2010	2011	2012	2013	2014	2015	2016	2017	2018	2019	2020	2021	2022	2023
286	경남 하동군	<NA>	<NA>	<NA>	13	2	50	0	0	2	3	1	1	8	4	5	2	5	4
287	경남 산청군	<NA>	<NA>	3	1	0	0	0	0	0	1	2	1	1	8	3	1	1	4
288	경남 함양군	<NA>	8	12	1	79	14	15	19	1	0	0	0	1	2	0	0	3	0
289	경남 거창군	3	0	0	0	2	5	3	1	4	0	6	6	2	1	12	20	15	30
290	경남 합천군	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	7	2	0	20	3	10	0	15	2	1
291	(구)제주	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
292	(구)제주 (구)제주시	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
293	제주	0	8	23	24	30	88	2	7	45	65	77	162	438	652	375	329	24763	965
294	제주 제주시	0	8	15	6	2	32	1	3	38	51	57	94	290	290	183	166	109	87
295	제주 서귀포시	<NA>	0	8	18	27	56	2	3	8	14	20	68	148	362	192	164	24654	878

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