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 건축물 거래현황의 연도별 행정구역별(면적) 데이터입니다.- (단위 : 천㎡)- 공표시기 : 익월 말일경
Author	한국부동산원
URL	https://www.data.go.kr/data/15048975/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	2024-03-23 07:17:49.458853
Analysis finished	2024-03-23 07:19:56.169440
Duration	2 minutes and 6.71 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	6.3712375
Min length	2

Characters and Unicode

Total characters	1905
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	138	7.2%
시	122	6.4%
경	109	5.7%
군	93	4.9%
남	89	4.7%
북	72	3.8%
기	56	2.9%
전	50	2.6%
산	48	2.5%
Other values (137)	811	42.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	1556	81.7%
Space Separator	317	16.6%
Open Punctuation	16	0.8%
Close Punctuation	16	0.8%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
구	138	8.9%
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%

Open Punctuation

Value	Count	Frequency (%)
(	16	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	16	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	1556	81.7%
Common	349	18.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
구	138	8.9%
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	90.8%
(	16	4.6%
)	16	4.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	1556	81.7%
ASCII	349	18.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	317	90.8%
(	16	4.6%
)	16	4.6%

Hangul

Value	Count	Frequency (%)
구	138	8.9%
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	248
Distinct (%)	89.5%
Missing	22
Missing (%)	7.4%
Infinite	0
Infinite (%)	0.0%
Mean	1908.6968

Minimum	9
Maximum	167009
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	9
5-th percentile	47.4
Q1	136
median	616
Q3	1264
95-th percentile	4678.6
Maximum	167009
Range	167000
Interquartile range (IQR)	1128

Descriptive statistics

Standard deviation	10654.889
Coefficient of variation (CV)	5.5822847
Kurtosis	212.15747
Mean	1908.6968
Median Absolute Deviation (MAD)	508
Skewness	13.996608
Sum	528709
Variance	1.1352665 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
108	3	1.0%
283	3	1.0%
76	3	1.0%
55	3	1.0%
75	3	1.0%
59	3	1.0%
67	3	1.0%
147	2	0.7%
274	2	0.7%
79	2	0.7%
Other values (238)	250	83.6%
(Missing)	22	7.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9	1	0.3%
18	1	0.3%
24	1	0.3%
26	1	0.3%
28	1	0.3%
34	1	0.3%
36	1	0.3%
37	2	0.7%
38	1	0.3%
40	1	0.3%

Value	Count	Frequency (%)
167009	1	0.3%
49091	1	0.3%
33775	1	0.3%
9944	1	0.3%
9690	1	0.3%
9528	1	0.3%
8345	1	0.3%
7648	1	0.3%
5597	1	0.3%
5280	1	0.3%

2007
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	249
Distinct (%)	91.5%
Missing	27
Missing (%)	9.0%
Infinite	0
Infinite (%)	0.0%
Mean	1630.7904

Minimum	14
Maximum	141544
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	14
5-th percentile	49
Q1	151.25
median	541.5
Q3	936.25
95-th percentile	4188.5
Maximum	141544
Range	141530
Interquartile range (IQR)	785

Descriptive statistics

Standard deviation	8995.8711
Coefficient of variation (CV)	5.5162643
Kurtosis	218.6225
Mean	1630.7904
Median Absolute Deviation (MAD)	392.5
Skewness	14.249373
Sum	443575
Variance	80925696
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
82	4	1.3%
87	3	1.0%
357	2	0.7%
177	2	0.7%
696	2	0.7%
52	2	0.7%
636	2	0.7%
814	2	0.7%
49	2	0.7%
101	2	0.7%
Other values (239)	249	83.3%
(Missing)	27	9.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
14	1	0.3%
16	1	0.3%
21	1	0.3%
31	1	0.3%
32	1	0.3%
34	1	0.3%
37	1	0.3%
38	1	0.3%
39	1	0.3%
40	1	0.3%

Value	Count	Frequency (%)
141544	1	0.3%
35338	1	0.3%
24137	1	0.3%
10961	1	0.3%
9789	1	0.3%
8557	1	0.3%
8090	1	0.3%
6906	1	0.3%
6397	1	0.3%
5635	1	0.3%

2008
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	255
Distinct (%)	93.1%
Missing	25
Missing (%)	8.4%
Infinite	0
Infinite (%)	0.0%
Mean	1500.3942

Minimum	9
Maximum	131123
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	9
5-th percentile	46.95
Q1	149.25
median	511.5
Q3	959.25
95-th percentile	4042.9
Maximum	131123
Range	131114
Interquartile range (IQR)	810

Descriptive statistics

Standard deviation	8262.0041
Coefficient of variation (CV)	5.5065557
Kurtosis	224.51577
Mean	1500.3942
Median Absolute Deviation (MAD)	376.5
Skewness	14.466561
Sum	411108
Variance	68260711
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
228	3	1.0%
115	2	0.7%
1015	2	0.7%
773	2	0.7%
710	2	0.7%
161	2	0.7%
70	2	0.7%
73	2	0.7%
83	2	0.7%
69	2	0.7%
Other values (245)	253	84.6%
(Missing)	25	8.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9	1	0.3%
23	1	0.3%
25	1	0.3%
28	1	0.3%
32	1	0.3%
34	1	0.3%
35	1	0.3%
36	1	0.3%
37	1	0.3%
38	1	0.3%

Value	Count	Frequency (%)
131123	1	0.3%
30449	1	0.3%
20674	1	0.3%
10039	1	0.3%
9762	1	0.3%
8817	1	0.3%
7294	1	0.3%
6437	1	0.3%
6393	1	0.3%
5444	1	0.3%

2009
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	253
Distinct (%)	92.3%
Missing	25
Missing (%)	8.4%
Infinite	0
Infinite (%)	0.0%
Mean	1516.2956

Minimum	13
Maximum	131334
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	13
5-th percentile	54
Q1	158.25
median	503.5
Q3	910.75
95-th percentile	4028.45
Maximum	131334
Range	131321
Interquartile range (IQR)	752.5

Descriptive statistics

Standard deviation	8294.4557
Coefficient of variation (CV)	5.4702101
Kurtosis	222.47183
Mean	1516.2956
Median Absolute Deviation (MAD)	365.5
Skewness	14.389905
Sum	415465
Variance	68797995
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
70	3	1.0%
124	2	0.7%
735	2	0.7%
40	2	0.7%
79	2	0.7%
87	2	0.7%
254	2	0.7%
779	2	0.7%
277	2	0.7%
64	2	0.7%
Other values (243)	253	84.6%
(Missing)	25	8.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
13	1	0.3%
23	1	0.3%
27	1	0.3%
34	1	0.3%
35	1	0.3%
37	1	0.3%
40	2	0.7%
41	1	0.3%
43	1	0.3%
44	1	0.3%

Value	Count	Frequency (%)
131334	1	0.3%
32302	1	0.3%
20485	1	0.3%
9951	1	0.3%
9334	1	0.3%
7788	1	0.3%
7627	1	0.3%
6191	1	0.3%
6120	1	0.3%
5464	1	0.3%

2010
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	245
Distinct (%)	87.5%
Missing	19
Missing (%)	6.4%
Infinite	0
Infinite (%)	0.0%
Mean	1460.0786

Minimum	10
Maximum	129234
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	10
5-th percentile	47.9
Q1	145.75
median	461.5
Q3	972.5
95-th percentile	4300
Maximum	129234
Range	129224
Interquartile range (IQR)	826.75

Descriptive statistics

Standard deviation	8037.96
Coefficient of variation (CV)	5.5051558
Kurtosis	231.4748
Mean	1460.0786
Median Absolute Deviation (MAD)	348.5
Skewness	14.704986
Sum	408822
Variance	64608801
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
107	6	2.0%
745	3	1.0%
200	3	1.0%
285	2	0.7%
62	2	0.7%
122	2	0.7%
77	2	0.7%
248	2	0.7%
864	2	0.7%
464	2	0.7%
Other values (235)	254	84.9%
(Missing)	19	6.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10	1	0.3%
28	1	0.3%
30	1	0.3%
32	1	0.3%
34	1	0.3%
35	1	0.3%
36	2	0.7%
37	1	0.3%
38	1	0.3%
40	1	0.3%

Value	Count	Frequency (%)
129234	1	0.3%
30364	1	0.3%
15252	1	0.3%
11854	1	0.3%
11041	1	0.3%
7857	1	0.3%
7176	1	0.3%
6520	1	0.3%
6099	1	0.3%
5172	1	0.3%

2011
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	254
Distinct (%)	91.7%
Missing	22
Missing (%)	7.4%
Infinite	0
Infinite (%)	0.0%
Mean	1695.7148

Minimum	17
Maximum	147731
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	17
5-th percentile	56.8
Q1	170
median	574
Q3	1058
95-th percentile	4729.8
Maximum	147731
Range	147714
Interquartile range (IQR)	888

Descriptive statistics

Standard deviation	9200.6047
Coefficient of variation (CV)	5.4257972
Kurtosis	232.43282
Mean	1695.7148
Median Absolute Deviation (MAD)	430
Skewness	14.751787
Sum	469713
Variance	84651126
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
120	3	1.0%
1047	2	0.7%
98	2	0.7%
265	2	0.7%
263	2	0.7%
885	2	0.7%
262	2	0.7%
409	2	0.7%
50	2	0.7%
79	2	0.7%
Other values (244)	256	85.6%
(Missing)	22	7.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
17	1	0.3%
24	1	0.3%
28	1	0.3%
30	1	0.3%
32	1	0.3%
47	1	0.3%
48	1	0.3%
50	2	0.7%
51	1	0.3%
52	1	0.3%

Value	Count	Frequency (%)
147731	1	0.3%
31242	1	0.3%
17910	1	0.3%
13177	1	0.3%
11437	1	0.3%
9605	1	0.3%
8971	1	0.3%
8136	1	0.3%
7378	1	0.3%
6996	1	0.3%

2012
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	244
Distinct (%)	87.5%
Missing	20
Missing (%)	6.7%
Infinite	0
Infinite (%)	0.0%
Mean	2488.362

Minimum	15
Maximum	223935
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	15
5-th percentile	54.9
Q1	153.5
median	490
Q3	963
95-th percentile	4838.1
Maximum	223935
Range	223920
Interquartile range (IQR)	809.5

Descriptive statistics

Standard deviation	15717.701
Coefficient of variation (CV)	6.3164848
Kurtosis	151.10393
Mean	2488.362
Median Absolute Deviation (MAD)	368
Skewness	11.683372
Sum	694253
Variance	2.4704612 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
95	3	1.0%
106	3	1.0%
86	3	1.0%
260	2	0.7%
889	2	0.7%
490	2	0.7%
94	2	0.7%
801	2	0.7%
1118	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 (%)
15	1	0.3%
21	1	0.3%
24	1	0.3%
31	1	0.3%
36	1	0.3%
39	2	0.7%
42	1	0.3%
44	2	0.7%
47	1	0.3%
48	1	0.3%

Value	Count	Frequency (%)
223935	1	0.3%
97507	1	0.3%
94807	1	0.3%
27370	1	0.3%
16253	1	0.3%
9995	1	0.3%
9607	1	0.3%
8417	1	0.3%
8393	1	0.3%
8228	1	0.3%

2013
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	244
Distinct (%)	87.5%
Missing	20
Missing (%)	6.7%
Infinite	0
Infinite (%)	0.0%
Mean	1643.5125

Minimum	10
Maximum	144181
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	10
5-th percentile	56
Q1	151
median	567
Q3	1013
95-th percentile	4277.8
Maximum	144181
Range	144171
Interquartile range (IQR)	862

Descriptive statistics

Standard deviation	8969.0116
Coefficient of variation (CV)	5.4572212
Kurtosis	232.0016
Mean	1643.5125
Median Absolute Deviation (MAD)	422
Skewness	14.727902
Sum	458540
Variance	80443169
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
855	3	1.0%
83	3	1.0%
250	3	1.0%
95	3	1.0%
125	3	1.0%
81	3	1.0%
638	2	0.7%
60	2	0.7%
860	2	0.7%
89	2	0.7%
Other values (234)	253	84.6%
(Missing)	20	6.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10	1	0.3%
30	1	0.3%
34	1	0.3%
35	1	0.3%
38	1	0.3%
39	1	0.3%
40	1	0.3%
43	1	0.3%
45	1	0.3%
47	1	0.3%

Value	Count	Frequency (%)
144181	1	0.3%
32565	1	0.3%
17636	1	0.3%
11767	1	0.3%
11698	1	0.3%
10304	1	0.3%
9305	1	0.3%
7773	1	0.3%
6348	1	0.3%
6259	1	0.3%

2014
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	256
Distinct (%)	89.5%
Missing	13
Missing (%)	4.3%
Infinite	0
Infinite (%)	0.0%
Mean	1898.7622

Minimum	8
Maximum	170273
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	8
5-th percentile	65.5
Q1	188.75
median	636
Q3	1255.25
95-th percentile	4842
Maximum	170273
Range	170265
Interquartile range (IQR)	1066.5

Descriptive statistics

Standard deviation	10456.074
Coefficient of variation (CV)	5.5067841
Kurtosis	238.44713
Mean	1898.7622
Median Absolute Deviation (MAD)	465.5
Skewness	14.93265
Sum	543046
Variance	1.0932948 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
125	3	1.0%
1502	3	1.0%
94	3	1.0%
109	2	0.7%
148	2	0.7%
674	2	0.7%
1600	2	0.7%
534	2	0.7%
438	2	0.7%
76	2	0.7%
Other values (246)	263	88.0%
(Missing)	13	4.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8	1	0.3%
30	1	0.3%
32	1	0.3%
40	1	0.3%
45	2	0.7%
46	1	0.3%
54	1	0.3%
56	1	0.3%
57	1	0.3%
61	1	0.3%

Value	Count	Frequency (%)
170273	1	0.3%
37013	1	0.3%
22361	1	0.3%
14482	1	0.3%
13872	1	0.3%
11812	1	0.3%
11298	1	0.3%
9138	1	0.3%
8011	1	0.3%
6803	1	0.3%

2015
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	260
Distinct (%)	92.2%
Missing	17
Missing (%)	5.7%
Infinite	0
Infinite (%)	0.0%
Mean	2463.0284

Minimum	13
Maximum	215496
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	13
5-th percentile	65.2
Q1	214.5
median	842.5
Q3	1553.25
95-th percentile	5518.3
Maximum	215496
Range	215483
Interquartile range (IQR)	1338.75

Descriptive statistics

Standard deviation	13501.058
Coefficient of variation (CV)	5.481487
Kurtosis	223.52701
Mean	2463.0284
Median Absolute Deviation (MAD)	639.5
Skewness	14.392662
Sum	694574
Variance	1.8227856 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
61	2	0.7%
3671	2	0.7%
901	2	0.7%
170	2	0.7%
332	2	0.7%
135	2	0.7%
76	2	0.7%
75	2	0.7%
113	2	0.7%
429	2	0.7%
Other values (250)	262	87.6%
(Missing)	17	5.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
13	1	0.3%
31	1	0.3%
39	1	0.3%
43	1	0.3%
44	1	0.3%
45	1	0.3%
51	1	0.3%
53	2	0.7%
55	1	0.3%
61	2	0.7%

Value	Count	Frequency (%)
215496	1	0.3%
58512	1	0.3%
33722	1	0.3%
16853	1	0.3%
14528	1	0.3%
12755	1	0.3%
12488	1	0.3%
11336	1	0.3%
11046	1	0.3%
9927	1	0.3%

2016
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	263
Distinct (%)	93.3%
Missing	17
Missing (%)	5.7%
Infinite	0
Infinite (%)	0.0%
Mean	2236.6738

Minimum	13
Maximum	197920
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	13
5-th percentile	68
Q1	229.5
median	745.5
Q3	1442
95-th percentile	5557.4
Maximum	197920
Range	197907
Interquartile range (IQR)	1212.5

Descriptive statistics

Standard deviation	12370.955
Coefficient of variation (CV)	5.5309608
Kurtosis	225.71045
Mean	2236.6738
Median Absolute Deviation (MAD)	586
Skewness	14.487689
Sum	630742
Variance	1.5304052 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
122	3	1.0%
125	3	1.0%
68	2	0.7%
654	2	0.7%
100	2	0.7%
132	2	0.7%
1358	2	0.7%
611	2	0.7%
3219	2	0.7%
112	2	0.7%
Other values (253)	260	87.0%
(Missing)	17	5.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
13	1	0.3%
27	1	0.3%
28	1	0.3%
34	1	0.3%
45	2	0.7%
48	1	0.3%
51	1	0.3%
55	2	0.7%
59	1	0.3%
60	1	0.3%

Value	Count	Frequency (%)
197920	1	0.3%
52796	1	0.3%
31950	1	0.3%
15183	1	0.3%
12826	1	0.3%
11084	1	0.3%
9689	1	0.3%
9284	1	0.3%
8282	1	0.3%
7079	1	0.3%

2017
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	260
Distinct (%)	93.2%
Missing	20
Missing (%)	6.7%
Infinite	0
Infinite (%)	0.0%
Mean	2312.9892

Minimum	11
Maximum	203208
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	11
5-th percentile	72
Q1	214
median	743
Q3	1592.5
95-th percentile	5338.3
Maximum	203208
Range	203197
Interquartile range (IQR)	1378.5

Descriptive statistics

Standard deviation	12793.416
Coefficient of variation (CV)	5.5311177
Kurtosis	221.77622
Mean	2312.9892
Median Absolute Deviation (MAD)	565
Skewness	14.358493
Sum	645324
Variance	1.6367149 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3163	2	0.7%
592	2	0.7%
320	2	0.7%
101	2	0.7%
193	2	0.7%
74	2	0.7%
1255	2	0.7%
72	2	0.7%
2503	2	0.7%
162	2	0.7%
Other values (250)	259	86.6%
(Missing)	20	6.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
11	1	0.3%
31	1	0.3%
41	1	0.3%
43	1	0.3%
51	1	0.3%
52	1	0.3%
53	2	0.7%
54	1	0.3%
57	1	0.3%
61	1	0.3%

Value	Count	Frequency (%)
203208	1	0.3%
56920	1	0.3%
30743	1	0.3%
14046	1	0.3%
13864	1	0.3%
13322	1	0.3%
9994	1	0.3%
9441	1	0.3%
8439	1	0.3%
6597	1	0.3%

2018
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	264
Distinct (%)	94.3%
Missing	19
Missing (%)	6.4%
Infinite	0
Infinite (%)	0.0%
Mean	2293.4714

Minimum	8
Maximum	201525
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	8
5-th percentile	64.95
Q1	213.75
median	723
Q3	1452.5
95-th percentile	6084.45
Maximum	201525
Range	201517
Interquartile range (IQR)	1238.75

Descriptive statistics

Standard deviation	12768.871
Coefficient of variation (CV)	5.5674866
Kurtosis	216.01013
Mean	2293.4714
Median Absolute Deviation (MAD)	546
Skewness	14.152046
Sum	642172
Variance	1.6304408 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
123	3	1.0%
118	2	0.7%
1060	2	0.7%
3927	2	0.7%
96	2	0.7%
197	2	0.7%
1482	2	0.7%
85	2	0.7%
166	2	0.7%
295	2	0.7%
Other values (254)	259	86.6%
(Missing)	19	6.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8	1	0.3%
30	1	0.3%
31	1	0.3%
38	1	0.3%
45	1	0.3%
46	1	0.3%
50	2	0.7%
53	1	0.3%
57	1	0.3%
58	1	0.3%

Value	Count	Frequency (%)
201525	1	0.3%
63064	1	0.3%
32259	1	0.3%
11639	1	0.3%
11177	1	0.3%
9707	1	0.3%
9056	1	0.3%
8671	1	0.3%
8025	1	0.3%
7418	1	0.3%

2019
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	251
Distinct (%)	90.0%
Missing	20
Missing (%)	6.7%
Infinite	0
Infinite (%)	0.0%
Mean	2124.2258

Minimum	12
Maximum	186121
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	12
5-th percentile	70.8
Q1	182.5
median	663
Q3	1389
95-th percentile	5499.5
Maximum	186121
Range	186109
Interquartile range (IQR)	1206.5

Descriptive statistics

Standard deviation	11758.692
Coefficient of variation (CV)	5.5355186
Kurtosis	219.04356
Mean	2124.2258
Median Absolute Deviation (MAD)	521
Skewness	14.268453
Sum	592659
Variance	1.3826683 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
106	2	0.7%
305	2	0.7%
75	2	0.7%
1260	2	0.7%
105	2	0.7%
84	2	0.7%
456	2	0.7%
1442	2	0.7%
68	2	0.7%
136	2	0.7%
Other values (241)	259	86.6%
(Missing)	20	6.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
12	1	0.3%
31	1	0.3%
32	1	0.3%
38	2	0.7%
43	1	0.3%
52	1	0.3%
54	2	0.7%
57	1	0.3%
59	1	0.3%
68	2	0.7%

Value	Count	Frequency (%)
186121	1	0.3%
56329	1	0.3%
24541	1	0.3%
13669	1	0.3%
11633	1	0.3%
10315	1	0.3%
9678	1	0.3%
7722	1	0.3%
7530	1	0.3%
6734	1	0.3%

2020
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	258
Distinct (%)	92.5%
Missing	20
Missing (%)	6.7%
Infinite	0
Infinite (%)	0.0%
Mean	2578.5556

Minimum	18
Maximum	226175
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	18
5-th percentile	80.8
Q1	249.5
median	834
Q3	1623
95-th percentile	6307.7
Maximum	226175
Range	226157
Interquartile range (IQR)	1373.5

Descriptive statistics

Standard deviation	14289.239
Coefficient of variation (CV)	5.5415672
Kurtosis	219.03363
Mean	2578.5556
Median Absolute Deviation (MAD)	620
Skewness	14.266721
Sum	719417
Variance	2.0418235 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
57	3	1.0%
135	3	1.0%
1376	2	0.7%
84	2	0.7%
1437	2	0.7%
294	2	0.7%
2143	2	0.7%
176	2	0.7%
1010	2	0.7%
1067	2	0.7%
Other values (248)	257	86.0%
(Missing)	20	6.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
18	1	0.3%
32	1	0.3%
34	1	0.3%
47	1	0.3%
50	1	0.3%
56	1	0.3%
57	3	1.0%
65	1	0.3%
70	1	0.3%
71	1	0.3%

Value	Count	Frequency (%)
226175	1	0.3%
68253	1	0.3%
29609	1	0.3%
16540	1	0.3%
16516	1	0.3%
12681	1	0.3%
12100	1	0.3%
9896	1	0.3%
9875	1	0.3%
7785	1	0.3%

2021
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	261
Distinct (%)	93.5%
Missing	20
Missing (%)	6.7%
Infinite	0
Infinite (%)	0.0%
Mean	2353.2401

Minimum	20
Maximum	206646
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	20
5-th percentile	78
Q1	258
median	756
Q3	1415
95-th percentile	5392.9
Maximum	206646
Range	206626
Interquartile range (IQR)	1157

Descriptive statistics

Standard deviation	13022
Coefficient of variation (CV)	5.5336471
Kurtosis	221.16049
Mean	2353.2401
Median Absolute Deviation (MAD)	544
Skewness	14.346651
Sum	656554
Variance	1.695725 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
790	2	0.7%
533	2	0.7%
78	2	0.7%
1350	2	0.7%
870	2	0.7%
141	2	0.7%
212	2	0.7%
1093	2	0.7%
1124	2	0.7%
590	2	0.7%
Other values (251)	259	86.6%
(Missing)	20	6.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20	1	0.3%
33	1	0.3%
34	1	0.3%
39	1	0.3%
53	1	0.3%
56	1	0.3%
58	1	0.3%
59	1	0.3%
63	1	0.3%
69	1	0.3%

Value	Count	Frequency (%)
206646	1	0.3%
60834	1	0.3%
25145	1	0.3%
15628	1	0.3%
13669	1	0.3%
11889	1	0.3%
11848	1	0.3%
11538	1	0.3%
8868	1	0.3%
7659	1	0.3%

2022
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	250
Distinct (%)	89.6%
Missing	20
Missing (%)	6.7%
Infinite	0
Infinite (%)	0.0%
Mean	1474.4695

Minimum	16
Maximum	129962
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	16
5-th percentile	68
Q1	197.5
median	436
Q3	884
95-th percentile	3457.3
Maximum	129962
Range	129946
Interquartile range (IQR)	686.5

Descriptive statistics

Standard deviation	8155.5842
Coefficient of variation (CV)	5.5311989
Kurtosis	224.69057
Mean	1474.4695
Median Absolute Deviation (MAD)	284
Skewness	14.477586
Sum	411377
Variance	66513554
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
79	4	1.3%
53	3	1.0%
128	3	1.0%
596	3	1.0%
68	2	0.7%
134	2	0.7%
140	2	0.7%
413	2	0.7%
124	2	0.7%
272	2	0.7%
Other values (240)	254	84.9%
(Missing)	20	6.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
16	1	0.3%
27	1	0.3%
34	1	0.3%
35	1	0.3%
46	1	0.3%
52	1	0.3%
53	3	1.0%
56	1	0.3%
60	1	0.3%
62	1	0.3%

Value	Count	Frequency (%)
129962	1	0.3%
36548	1	0.3%
13037	1	0.3%
9343	1	0.3%
8699	1	0.3%
8600	1	0.3%
8265	1	0.3%
7175	1	0.3%
5817	1	0.3%
5779	1	0.3%

2023
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	243
Distinct (%)	86.8%
Missing	19
Missing (%)	6.4%
Infinite	0
Infinite (%)	0.0%
Mean	1271.3857

Minimum	10
Maximum	112164
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	10
5-th percentile	57.95
Q1	151.75
median	363
Q3	766.75
95-th percentile	3175.9
Maximum	112164
Range	112154
Interquartile range (IQR)	615

Descriptive statistics

Standard deviation	7023.2712
Coefficient of variation (CV)	5.5241074
Kurtosis	225.80464
Mean	1271.3857
Median Absolute Deviation (MAD)	252
Skewness	14.511709
Sum	355988
Variance	49326339
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
330	5	1.7%
119	4	1.3%
621	3	1.0%
252	3	1.0%
493	3	1.0%
334	3	1.0%
856	2	0.7%
35	2	0.7%
118	2	0.7%
887	2	0.7%
Other values (233)	251	83.9%
(Missing)	19	6.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10	1	0.3%
24	1	0.3%
25	2	0.7%
27	1	0.3%
35	2	0.7%
40	1	0.3%
42	1	0.3%
43	1	0.3%
44	1	0.3%
48	1	0.3%

Value	Count	Frequency (%)
112164	1	0.3%
31129	1	0.3%
12389	1	0.3%
7544	1	0.3%
7293	1	0.3%
7014	1	0.3%
6620	1	0.3%
6322	1	0.3%
5038	1	0.3%
4759	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	0.801	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	0.981	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	0.981	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	0.981	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	0.981	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	0.981	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000
2012	0.801	0.981	0.981	0.981	0.981	0.981	1.000	0.981	0.981	0.981	0.981	0.981	0.981	0.981	0.981	0.981	0.981	0.981
2013	1.000	1.000	1.000	1.000	1.000	1.000	0.981	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	0.981	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	0.981	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	0.981	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	0.981	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	0.981	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	0.981	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	0.981	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	0.981	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	0.981	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	0.981	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	0.953	0.937	0.943	0.919	0.922	0.914	0.915	0.919	0.940	0.931	0.941	0.939	0.924	0.942	0.914	0.862	0.880
2007	0.953	1.000	0.963	0.952	0.943	0.940	0.932	0.930	0.928	0.939	0.930	0.942	0.927	0.924	0.936	0.925	0.887	0.894
2008	0.937	0.963	1.000	0.961	0.941	0.952	0.944	0.943	0.940	0.942	0.930	0.936	0.925	0.924	0.934	0.932	0.897	0.902
2009	0.943	0.952	0.961	1.000	0.959	0.960	0.949	0.956	0.951	0.956	0.940	0.949	0.945	0.935	0.948	0.936	0.903	0.921
2010	0.919	0.943	0.941	0.959	1.000	0.967	0.956	0.956	0.944	0.935	0.920	0.932	0.925	0.927	0.940	0.932	0.904	0.918
2011	0.922	0.940	0.952	0.960	0.967	1.000	0.967	0.971	0.968	0.946	0.924	0.939	0.922	0.931	0.940	0.927	0.901	0.911
2012	0.914	0.932	0.944	0.949	0.956	0.967	1.000	0.968	0.963	0.948	0.925	0.937	0.923	0.929	0.940	0.933	0.906	0.916
2013	0.915	0.930	0.943	0.956	0.956	0.971	0.968	1.000	0.977	0.952	0.929	0.944	0.930	0.932	0.942	0.925	0.894	0.907
2014	0.919	0.928	0.940	0.951	0.944	0.968	0.963	0.977	1.000	0.965	0.940	0.954	0.932	0.935	0.943	0.929	0.893	0.905
2015	0.940	0.939	0.942	0.956	0.935	0.946	0.948	0.952	0.965	1.000	0.954	0.960	0.948	0.944	0.952	0.926	0.892	0.902
2016	0.931	0.930	0.930	0.940	0.920	0.924	0.925	0.929	0.940	0.954	1.000	0.974	0.957	0.952	0.952	0.933	0.894	0.902
2017	0.941	0.942	0.936	0.949	0.932	0.939	0.937	0.944	0.954	0.960	0.974	1.000	0.972	0.970	0.970	0.951	0.916	0.930
2018	0.939	0.927	0.925	0.945	0.925	0.922	0.923	0.930	0.932	0.948	0.957	0.972	1.000	0.975	0.970	0.948	0.916	0.924
2019	0.924	0.924	0.924	0.935	0.927	0.931	0.929	0.932	0.935	0.944	0.952	0.970	0.975	1.000	0.971	0.947	0.917	0.933
2020	0.942	0.936	0.934	0.948	0.940	0.940	0.940	0.942	0.943	0.952	0.952	0.970	0.970	0.971	1.000	0.960	0.921	0.938
2021	0.914	0.925	0.932	0.936	0.932	0.927	0.933	0.925	0.929	0.926	0.933	0.951	0.948	0.947	0.960	1.000	0.957	0.951
2022	0.862	0.887	0.897	0.903	0.904	0.901	0.906	0.894	0.893	0.892	0.894	0.916	0.916	0.917	0.921	0.957	1.000	0.958
2023	0.880	0.894	0.902	0.921	0.918	0.911	0.916	0.907	0.905	0.902	0.902	0.930	0.924	0.933	0.938	0.951	0.958	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	167009	141544	131123	131334	129234	147731	223935	144181	170273	215496	197920	203208	201525	186121	226175	206646	129962	112164
1	서울	33775	24137	20674	20485	15252	17910	16253	17636	22361	33722	31950	30743	32259	24541	29609	25145	13037	12389
2	서울 종로구	691	601	703	630	401	508	645	629	485	630	529	640	787	530	617	678	413	328
3	서울 중구	978	1754	1072	697	1217	818	987	620	845	2365	1041	770	880	786	1258	854	596	493
4	서울 용산구	1225	751	498	508	388	429	357	389	564	719	868	952	948	639	1006	837	433	360
5	서울 성동구	1062	551	497	632	427	430	368	506	762	1090	1110	1145	865	723	1044	759	462	547
6	서울 광진구	1109	856	551	567	380	460	423	405	582	910	1068	868	779	816	707	553	328	329
7	서울 동대문구	1121	835	778	653	466	591	465	646	899	1994	1250	1037	1165	1147	1074	795	529	801
8	서울 중랑구	1012	903	657	473	394	854	510	584	907	1064	1057	918	889	667	963	736	367	279
9	서울 성북구	1589	1010	863	764	569	678	581	667	794	1208	1163	1093	1195	1156	1032	734	339	555

	지역	2006	2007	2008	2009	2010	2011	2012	2013	2014	2015	2016	2017	2018	2019	2020	2021	2022	2023
289	경남 거창군	123	104	126	145	107	158	117	145	178	146	229	162	145	137	147	271	225	123
290	경남 합천군	75	109	86	91	113	109	113	100	141	135	122	124	111	109	139	147	88	109
291	(구)제주	656	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
292	(구)제주 (구)제주시	436	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
293	(구)제주 (구)서귀포시	67	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
294	(구)제주 (구)북제주군	86	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
295	(구)제주 (구)남제주군	67	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
296	제주	616	1050	962	1034	1276	1514	1570	1825	2036	2499	2530	2417	2224	3348	1672	2282	1849	1277
297	제주 제주시	491	824	724	773	1034	1175	1261	1381	1489	1591	1657	1675	1482	1159	1196	1577	1310	887
298	제주 서귀포시	124	226	238	260	242	338	309	444	547	908	874	743	742	2189	476	704	539	390

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Space Separator

Open Punctuation

Close 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