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 순수토지 거래현황의 연도별 행정구역별(면적) 데이터입니다.- (단위 : 천㎡)- 공표시기 : 익월 말일경
Author	한국부동산원
URL	https://www.data.go.kr/data/15068145/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 05:20:40.385858
Analysis finished	2024-03-23 05:22:47.936277
Duration	2 minutes and 7.55 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	275
Distinct (%)	99.3%
Missing	22
Missing (%)	7.4%
Infinite	0
Infinite (%)	0.0%
Mean	32624.094

Minimum	38
Maximum	2982404
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	38
5-th percentile	291.2
Q1	1762
median	10357
Q3	20022
95-th percentile	52988.8
Maximum	2982404
Range	2982366
Interquartile range (IQR)	18260

Descriptive statistics

Standard deviation	187197.4
Coefficient of variation (CV)	5.7380107
Kurtosis	225.61524
Mean	32624.094
Median Absolute Deviation (MAD)	8807
Skewness	14.444617
Sum	9036874
Variance	3.5042866 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4095	2	0.7%
311	2	0.7%
4066	1	0.3%
15040	1	0.3%
15110	1	0.3%
18661	1	0.3%
15173	1	0.3%
19801	1	0.3%
8160	1	0.3%
21765	1	0.3%
Other values (265)	265	88.6%
(Missing)	22	7.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
38	1	0.3%
86	1	0.3%
132	1	0.3%
133	1	0.3%
135	1	0.3%
158	1	0.3%
172	1	0.3%
175	1	0.3%
195	1	0.3%
212	1	0.3%

Value	Count	Frequency (%)
2982404	1	0.3%
495025	1	0.3%
461560	1	0.3%
398343	1	0.3%
357039	1	0.3%
303210	1	0.3%
247889	1	0.3%
209431	1	0.3%
202300	1	0.3%
71767	1	0.3%

2007
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	267
Distinct (%)	98.2%
Missing	27
Missing (%)	9.0%
Infinite	0
Infinite (%)	0.0%
Mean	26757.787

Minimum	35
Maximum	2400381
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	35
5-th percentile	142
Q1	1290.5
median	8672
Q3	16462.25
95-th percentile	36184.9
Maximum	2400381
Range	2400346
Interquartile range (IQR)	15171.75

Descriptive statistics

Standard deviation	152293.16
Coefficient of variation (CV)	5.6915453
Kurtosis	219.98214
Mean	26757.787
Median Absolute Deviation (MAD)	7461.5
Skewness	14.249751
Sum	7278118
Variance	2.3193205 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
142	2	0.7%
748	2	0.7%
88	2	0.7%
101	2	0.7%
10326	2	0.7%
8604	1	0.3%
10492	1	0.3%
7161	1	0.3%
14100	1	0.3%
13307	1	0.3%
Other values (257)	257	86.0%
(Missing)	27	9.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
35	1	0.3%
65	1	0.3%
80	1	0.3%
81	1	0.3%
82	1	0.3%
85	1	0.3%
88	2	0.7%
93	1	0.3%
101	2	0.7%
116	1	0.3%

Value	Count	Frequency (%)
2400381	1	0.3%
443193	1	0.3%
343994	1	0.3%
292736	1	0.3%
288615	1	0.3%
275849	1	0.3%
208786	1	0.3%
176575	1	0.3%
171582	1	0.3%
54648	1	0.3%

2008
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	269
Distinct (%)	98.2%
Missing	25
Missing (%)	8.4%
Infinite	0
Infinite (%)	0.0%
Mean	24288.92

Minimum	18
Maximum	2185819
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	18
5-th percentile	126.95
Q1	991.25
median	8447.5
Q3	15342.5
95-th percentile	33527.6
Maximum	2185819
Range	2185801
Interquartile range (IQR)	14351.25

Descriptive statistics

Standard deviation	138204.79
Coefficient of variation (CV)	5.6900343
Kurtosis	221.42171
Mean	24288.92
Median Absolute Deviation (MAD)	7307
Skewness	14.295482
Sum	6655164
Variance	1.9100563 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
313	2	0.7%
13383	2	0.7%
212	2	0.7%
97	2	0.7%
643	2	0.7%
6031	1	0.3%
13919	1	0.3%
7447	1	0.3%
13156	1	0.3%
11469	1	0.3%
Other values (259)	259	86.6%
(Missing)	25	8.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
18	1	0.3%
36	1	0.3%
37	1	0.3%
39	1	0.3%
52	1	0.3%
69	1	0.3%
73	1	0.3%
79	1	0.3%
90	1	0.3%
97	2	0.7%

Value	Count	Frequency (%)
2185819	1	0.3%
418207	1	0.3%
298168	1	0.3%
257578	1	0.3%
253886	1	0.3%
250718	1	0.3%
197795	1	0.3%
182181	1	0.3%
156663	1	0.3%
42522	1	0.3%

2009
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	268
Distinct (%)	97.8%
Missing	25
Missing (%)	8.4%
Infinite	0
Infinite (%)	0.0%
Mean	23853.617

Minimum	23
Maximum	2150780
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	23
5-th percentile	98.65
Q1	945.5
median	7601
Q3	14925
95-th percentile	32899.1
Maximum	2150780
Range	2150757
Interquartile range (IQR)	13979.5

Descriptive statistics

Standard deviation	135849.26
Coefficient of variation (CV)	5.695122
Kurtosis	222.28214
Mean	23853.617
Median Absolute Deviation (MAD)	6878
Skewness	14.321151
Sum	6535891
Variance	1.8455021 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
247	2	0.7%
68	2	0.7%
14085	2	0.7%
170	2	0.7%
139	2	0.7%
13829	2	0.7%
22458	1	0.3%
2262	1	0.3%
2388	1	0.3%
4650	1	0.3%
Other values (258)	258	86.3%
(Missing)	25	8.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
23	1	0.3%
31	1	0.3%
32	1	0.3%
45	1	0.3%
46	1	0.3%
53	1	0.3%
55	1	0.3%
60	1	0.3%
68	2	0.7%
70	1	0.3%

Value	Count	Frequency (%)
2150780	1	0.3%
369206	1	0.3%
273723	1	0.3%
255159	1	0.3%
246280	1	0.3%
245040	1	0.3%
241765	1	0.3%
204119	1	0.3%
167587	1	0.3%
54284	1	0.3%

2010
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	277
Distinct (%)	98.9%
Missing	19
Missing (%)	6.4%
Infinite	0
Infinite (%)	0.0%
Mean	20286.014

Minimum	18
Maximum	1863634
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	18
5-th percentile	83.65
Q1	742
median	7262.5
Q3	13588.5
95-th percentile	26196.8
Maximum	1863634
Range	1863616
Interquartile range (IQR)	12846.5

Descriptive statistics

Standard deviation	116386.52
Coefficient of variation (CV)	5.7372789
Kurtosis	227.75877
Mean	20286.014
Median Absolute Deviation (MAD)	6504.5
Skewness	14.506901
Sum	5680084
Variance	1.3545822 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
152	2	0.7%
14826	2	0.7%
403	2	0.7%
13359	1	0.3%
6004	1	0.3%
8948	1	0.3%
9757	1	0.3%
9016	1	0.3%
17437	1	0.3%
10490	1	0.3%
Other values (267)	267	89.3%
(Missing)	19	6.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
18	1	0.3%
35	1	0.3%
41	1	0.3%
43	1	0.3%
44	1	0.3%
45	1	0.3%
46	1	0.3%
51	1	0.3%
52	1	0.3%
53	1	0.3%

Value	Count	Frequency (%)
1863634	1	0.3%
335310	1	0.3%
234331	1	0.3%
215980	1	0.3%
213099	1	0.3%
205679	1	0.3%
199677	1	0.3%
157916	1	0.3%
152918	1	0.3%
39918	1	0.3%

2011
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	276
Distinct (%)	99.6%
Missing	22
Missing (%)	7.4%
Infinite	0
Infinite (%)	0.0%
Mean	20268.188

Minimum	13
Maximum	1844056
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	13
5-th percentile	92.2
Q1	780
median	7367
Q3	12989
95-th percentile	23690.6
Maximum	1844056
Range	1844043
Interquartile range (IQR)	12209

Descriptive statistics

Standard deviation	115911.05
Coefficient of variation (CV)	5.7188661
Kurtosis	224.28589
Mean	20268.188
Median Absolute Deviation (MAD)	6256
Skewness	14.386869
Sum	5614288
Variance	1.3435372 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
97	2	0.7%
13139	1	0.3%
12932	1	0.3%
12043	1	0.3%
7367	1	0.3%
2565	1	0.3%
2289	1	0.3%
4854	1	0.3%
159019	1	0.3%
15830	1	0.3%
Other values (266)	266	89.0%
(Missing)	22	7.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
13	1	0.3%
20	1	0.3%
43	1	0.3%
47	1	0.3%
51	1	0.3%
52	1	0.3%
54	1	0.3%
62	1	0.3%
66	1	0.3%
74	1	0.3%

Value	Count	Frequency (%)
1844056	1	0.3%
332314	1	0.3%
247088	1	0.3%
223573	1	0.3%
217536	1	0.3%
215687	1	0.3%
172073	1	0.3%
159019	1	0.3%
146123	1	0.3%
39544	1	0.3%

2012
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	269
Distinct (%)	96.4%
Missing	20
Missing (%)	6.7%
Infinite	0
Infinite (%)	0.0%
Mean	18686.254

Minimum	16
Maximum	1711624
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	16
5-th percentile	70.7
Q1	966
median	6941
Q3	12025.5
95-th percentile	23557.6
Maximum	1711624
Range	1711608
Interquartile range (IQR)	11059.5

Descriptive statistics

Standard deviation	107086.33
Coefficient of variation (CV)	5.7307543
Kurtosis	226.93611
Mean	18686.254
Median Absolute Deviation (MAD)	5867
Skewness	14.484501
Sum	5213465
Variance	1.1467483 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
79	2	0.7%
1082	2	0.7%
208	2	0.7%
966	2	0.7%
361	2	0.7%
233	2	0.7%
4880	2	0.7%
770	2	0.7%
12963	2	0.7%
9963	2	0.7%
Other values (259)	259	86.6%
(Missing)	20	6.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
16	1	0.3%
17	1	0.3%
28	1	0.3%
35	1	0.3%
39	1	0.3%
45	1	0.3%
51	1	0.3%
52	1	0.3%
53	1	0.3%
54	1	0.3%

Value	Count	Frequency (%)
1711624	1	0.3%
316714	1	0.3%
228448	1	0.3%
210472	1	0.3%
190681	1	0.3%
167769	1	0.3%
160470	1	0.3%
150978	1	0.3%
139959	1	0.3%
37428	1	0.3%

2013
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	275
Distinct (%)	98.6%
Missing	20
Missing (%)	6.7%
Infinite	0
Infinite (%)	0.0%
Mean	18559.502

Minimum	12
Maximum	1698859
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	12
5-th percentile	98
Q1	760.5
median	6954
Q3	12479.5
95-th percentile	23711.3
Maximum	1698859
Range	1698847
Interquartile range (IQR)	11719

Descriptive statistics

Standard deviation	106236.09
Coefficient of variation (CV)	5.7240809
Kurtosis	227.37668
Mean	18559.502
Median Absolute Deviation (MAD)	5826
Skewness	14.503671
Sum	5178101
Variance	1.1286107 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
17	2	0.7%
233	2	0.7%
2249	2	0.7%
13805	2	0.7%
8045	1	0.3%
8183	1	0.3%
8424	1	0.3%
151367	1	0.3%
11912	1	0.3%
8355	1	0.3%
Other values (265)	265	88.6%
(Missing)	20	6.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
12	1	0.3%
17	2	0.7%
38	1	0.3%
39	1	0.3%
41	1	0.3%
44	1	0.3%
50	1	0.3%
52	1	0.3%
53	1	0.3%
56	1	0.3%

Value	Count	Frequency (%)
1698859	1	0.3%
318016	1	0.3%
222750	1	0.3%
199162	1	0.3%
193159	1	0.3%
163150	1	0.3%
156933	1	0.3%
151367	1	0.3%
136886	1	0.3%
50409	1	0.3%

2014
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	277
Distinct (%)	96.9%
Missing	13
Missing (%)	4.3%
Infinite	0
Infinite (%)	0.0%
Mean	19507.427

Minimum	14
Maximum	1827667
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	14
5-th percentile	84.75
Q1	926.75
median	7282
Q3	12277
95-th percentile	24411
Maximum	1827667
Range	1827653
Interquartile range (IQR)	11350.25

Descriptive statistics

Standard deviation	112781.74
Coefficient of variation (CV)	5.7814772
Kurtosis	234.08039
Mean	19507.427
Median Absolute Deviation (MAD)	5922
Skewness	14.723757
Sum	5579124
Variance	1.2719721 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10893	2	0.7%
1377	2	0.7%
30	2	0.7%
194	2	0.7%
210	2	0.7%
696	2	0.7%
255	2	0.7%
61	2	0.7%
10181	2	0.7%
17142	1	0.3%
Other values (267)	267	89.3%
(Missing)	13	4.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
14	1	0.3%
23	1	0.3%
30	2	0.7%
55	1	0.3%
58	1	0.3%
59	1	0.3%
61	2	0.7%
63	1	0.3%
67	1	0.3%
70	1	0.3%

Value	Count	Frequency (%)
1827667	1	0.3%
334664	1	0.3%
233829	1	0.3%
215522	1	0.3%
203628	1	0.3%
180071	1	0.3%
168829	1	0.3%
150179	1	0.3%
148288	1	0.3%
69995	1	0.3%

2015
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	278
Distinct (%)	98.6%
Missing	17
Missing (%)	5.7%
Infinite	0
Infinite (%)	0.0%
Mean	21837.142

Minimum	17
Maximum	2013916
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	17
5-th percentile	132.1
Q1	1066.25
median	7952.5
Q3	14207.25
95-th percentile	26643.7
Maximum	2013916
Range	2013899
Interquartile range (IQR)	13141

Descriptive statistics

Standard deviation	125266.16
Coefficient of variation (CV)	5.7363807
Kurtosis	229.88333
Mean	21837.142
Median Absolute Deviation (MAD)	6580.5
Skewness	14.58626
Sum	6158074
Variance	1.569161 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
615	2	0.7%
75	2	0.7%
13624	2	0.7%
304	2	0.7%
6785	1	0.3%
14409	1	0.3%
10193	1	0.3%
8128	1	0.3%
2983	1	0.3%
3802	1	0.3%
Other values (268)	268	89.6%
(Missing)	17	5.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
17	1	0.3%
30	1	0.3%
40	1	0.3%
50	1	0.3%
59	1	0.3%
63	1	0.3%
75	2	0.7%
76	1	0.3%
86	1	0.3%
90	1	0.3%

Value	Count	Frequency (%)
2013916	1	0.3%
380077	1	0.3%
259408	1	0.3%
252702	1	0.3%
246891	1	0.3%
185466	1	0.3%
172914	1	0.3%
160374	1	0.3%
135034	1	0.3%
88934	1	0.3%

2016
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	277
Distinct (%)	98.2%
Missing	17
Missing (%)	5.7%
Infinite	0
Infinite (%)	0.0%
Mean	21843.316

Minimum	13
Maximum	2006588
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	13
5-th percentile	93.05
Q1	1154.25
median	8063.5
Q3	13929.25
95-th percentile	29330.5
Maximum	2006588
Range	2006575
Interquartile range (IQR)	12775

Descriptive statistics

Standard deviation	124800.38
Coefficient of variation (CV)	5.7134359
Kurtosis	229.88446
Mean	21843.316
Median Absolute Deviation (MAD)	6765.5
Skewness	14.582191
Sum	6159815
Variance	1.5575136 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
621	2	0.7%
165	2	0.7%
158	2	0.7%
13069	2	0.7%
65	2	0.7%
7551	1	0.3%
26388	1	0.3%
2984	1	0.3%
29372	1	0.3%
171670	1	0.3%
Other values (267)	267	89.3%
(Missing)	17	5.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
13	1	0.3%
19	1	0.3%
32	1	0.3%
40	1	0.3%
45	1	0.3%
47	1	0.3%
58	1	0.3%
65	2	0.7%
74	1	0.3%
76	1	0.3%

Value	Count	Frequency (%)
2006588	1	0.3%
354321	1	0.3%
289951	1	0.3%
256971	1	0.3%
224183	1	0.3%
193169	1	0.3%
171670	1	0.3%
168600	1	0.3%
152962	1	0.3%
70698	1	0.3%

2017
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	277
Distinct (%)	99.3%
Missing	20
Missing (%)	6.7%
Infinite	0
Infinite (%)	0.0%
Mean	22359.502

Minimum	12
Maximum	2037895
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	12
5-th percentile	101
Q1	1041.5
median	8418
Q3	14161.5
95-th percentile	26932.1
Maximum	2037895
Range	2037883
Interquartile range (IQR)	13120

Descriptive statistics

Standard deviation	127484.03
Coefficient of variation (CV)	5.7015595
Kurtosis	227.00045
Mean	22359.502
Median Absolute Deviation (MAD)	7083
Skewness	14.489545
Sum	6238301
Variance	1.6252178 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
228	2	0.7%
21787	2	0.7%
16820	1	0.3%
13718	1	0.3%
7477	1	0.3%
2774	1	0.3%
3698	1	0.3%
6472	1	0.3%
165890	1	0.3%
17445	1	0.3%
Other values (267)	267	89.3%
(Missing)	20	6.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
12	1	0.3%
23	1	0.3%
36	1	0.3%
37	1	0.3%
44	1	0.3%
49	1	0.3%
72	1	0.3%
73	1	0.3%
76	1	0.3%
79	1	0.3%

Value	Count	Frequency (%)
2037895	1	0.3%
367580	1	0.3%
286906	1	0.3%
282411	1	0.3%
213294	1	0.3%
201603	1	0.3%
193222	1	0.3%
165890	1	0.3%
134730	1	0.3%
53085	1	0.3%

2018
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	277
Distinct (%)	98.9%
Missing	19
Missing (%)	6.4%
Infinite	0
Infinite (%)	0.0%
Mean	20807.332

Minimum	9
Maximum	1906774
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	9
5-th percentile	99.65
Q1	1103
median	7653
Q3	13859.5
95-th percentile	25620.75
Maximum	1906774
Range	1906765
Interquartile range (IQR)	12756.5

Descriptive statistics

Standard deviation	119177.4
Coefficient of variation (CV)	5.7276635
Kurtosis	227.01629
Mean	20807.332
Median Absolute Deviation (MAD)	6417.5
Skewness	14.481034
Sum	5826053
Variance	1.4203252 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
15709	2	0.7%
230	2	0.7%
83	2	0.7%
15698	1	0.3%
13822	1	0.3%
7438	1	0.3%
2841	1	0.3%
1876	1	0.3%
4718	1	0.3%
158609	1	0.3%
Other values (267)	267	89.3%
(Missing)	19	6.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9	1	0.3%
18	1	0.3%
37	1	0.3%
44	1	0.3%
45	1	0.3%
52	1	0.3%
53	1	0.3%
56	1	0.3%
75	1	0.3%
82	1	0.3%

Value	Count	Frequency (%)
1906774	1	0.3%
322108	1	0.3%
300457	1	0.3%
264827	1	0.3%
207089	1	0.3%
194348	1	0.3%
178661	1	0.3%
158609	1	0.3%
118679	1	0.3%
44050	1	0.3%

2019
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	276
Distinct (%)	98.9%
Missing	20
Missing (%)	6.7%
Infinite	0
Infinite (%)	0.0%
Mean	18885.007

Minimum	6
Maximum	1717077
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	6
5-th percentile	89.9
Q1	1071.5
median	7092
Q3	12234
95-th percentile	22133.9
Maximum	1717077
Range	1717071
Interquartile range (IQR)	11162.5

Descriptive statistics

Standard deviation	107431.89
Coefficient of variation (CV)	5.6887396
Kurtosis	226.80084
Mean	18885.007
Median Absolute Deviation (MAD)	5742
Skewness	14.477449
Sum	5268917
Variance	1.1541611 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
138	2	0.7%
38	2	0.7%
12481	2	0.7%
13196	1	0.3%
13325	1	0.3%
9501	1	0.3%
3002	1	0.3%
2572	1	0.3%
5575	1	0.3%
156826	1	0.3%
Other values (266)	266	89.0%
(Missing)	20	6.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6	1	0.3%
33	1	0.3%
38	2	0.7%
41	1	0.3%
54	1	0.3%
57	1	0.3%
65	1	0.3%
75	1	0.3%
77	1	0.3%
81	1	0.3%

Value	Count	Frequency (%)
1717077	1	0.3%
272322	1	0.3%
261308	1	0.3%
256683	1	0.3%
176835	1	0.3%
170638	1	0.3%
165225	1	0.3%
156826	1	0.3%
114805	1	0.3%
38352	1	0.3%

2020
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	278
Distinct (%)	99.6%
Missing	20
Missing (%)	6.7%
Infinite	0
Infinite (%)	0.0%
Mean	20480.789

Minimum	5
Maximum	1864214
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	5
5-th percentile	106.8
Q1	1124
median	6936
Q3	12995
95-th percentile	26741.3
Maximum	1864214
Range	1864209
Interquartile range (IQR)	11871

Descriptive statistics

Standard deviation	116760.83
Coefficient of variation (CV)	5.7009928
Kurtosis	225.86652
Mean	20480.789
Median Absolute Deviation (MAD)	5908
Skewness	14.438962
Sum	5714140
Variance	1.3633091 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
17431	2	0.7%
15603	1	0.3%
12906	1	0.3%
8603	1	0.3%
2656	1	0.3%
2846	1	0.3%
5502	1	0.3%
154236	1	0.3%
11187	1	0.3%
9917	1	0.3%
Other values (268)	268	89.6%
(Missing)	20	6.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5	1	0.3%
29	1	0.3%
37	1	0.3%
38	1	0.3%
41	1	0.3%
59	1	0.3%
63	1	0.3%
73	1	0.3%
76	1	0.3%
89	1	0.3%

Value	Count	Frequency (%)
1864214	1	0.3%
297463	1	0.3%
292999	1	0.3%
281945	1	0.3%
195124	1	0.3%
190729	1	0.3%
180582	1	0.3%
154236	1	0.3%
124869	1	0.3%
37197	1	0.3%

2021
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	276
Distinct (%)	98.9%
Missing	20
Missing (%)	6.7%
Infinite	0
Infinite (%)	0.0%
Mean	22147.534

Minimum	11
Maximum	2016098
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	11
5-th percentile	129.4
Q1	1356
median	8212
Q3	13879
95-th percentile	27816.3
Maximum	2016098
Range	2016087
Interquartile range (IQR)	12523

Descriptive statistics

Standard deviation	126075.69
Coefficient of variation (CV)	5.6925385
Kurtosis	227.27813
Mean	22147.534
Median Absolute Deviation (MAD)	6690
Skewness	14.496769
Sum	6179162
Variance	1.589508 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
505	2	0.7%
45	2	0.7%
17988	2	0.7%
161814	1	0.3%
15268	1	0.3%
13152	1	0.3%
11570	1	0.3%
3570	1	0.3%
1452	1	0.3%
5022	1	0.3%
Other values (266)	266	89.0%
(Missing)	20	6.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
11	1	0.3%
31	1	0.3%
45	2	0.7%
53	1	0.3%
59	1	0.3%
86	1	0.3%
88	1	0.3%
100	1	0.3%
101	1	0.3%
107	1	0.3%

Value	Count	Frequency (%)
2016098	1	0.3%
323862	1	0.3%
315538	1	0.3%
272346	1	0.3%
227331	1	0.3%
202265	1	0.3%
184258	1	0.3%
161814	1	0.3%
150681	1	0.3%
37055	1	0.3%

2022
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	272
Distinct (%)	97.5%
Missing	20
Missing (%)	6.7%
Infinite	0
Infinite (%)	0.0%
Mean	18422.05

Minimum	26
Maximum	1675623
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	26
5-th percentile	88.7
Q1	804
median	6829
Q3	11835.5
95-th percentile	24376.4
Maximum	1675623
Range	1675597
Interquartile range (IQR)	11031.5

Descriptive statistics

Standard deviation	104828.28
Coefficient of variation (CV)	5.6903697
Kurtosis	226.87719
Mean	18422.05
Median Absolute Deviation (MAD)	5662
Skewness	14.477838
Sum	5139752
Variance	1.0988968 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11795	2	0.7%
120	2	0.7%
726	2	0.7%
35	2	0.7%
247	2	0.7%
58	2	0.7%
77	2	0.7%
7246	1	0.3%
15622	1	0.3%
8528	1	0.3%
Other values (262)	262	87.6%
(Missing)	20	6.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
26	1	0.3%
35	2	0.7%
44	1	0.3%
45	1	0.3%
56	1	0.3%
58	2	0.7%
59	1	0.3%
60	1	0.3%
65	1	0.3%
68	1	0.3%

Value	Count	Frequency (%)
1675623	1	0.3%
267913	1	0.3%
251090	1	0.3%
231854	1	0.3%
196960	1	0.3%
169300	1	0.3%
160022	1	0.3%
133314	1	0.3%
130158	1	0.3%
31547	1	0.3%

2023
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	271
Distinct (%)	96.8%
Missing	19
Missing (%)	6.4%
Infinite	0
Infinite (%)	0.0%
Mean	13822.332

Minimum	13
Maximum	1263789
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 KiB

Quantile statistics

Minimum	13
5-th percentile	58.95
Q1	564.5
median	4562.5
Q3	8919.75
95-th percentile	19798.25
Maximum	1263789
Range	1263776
Interquartile range (IQR)	8355.25

Descriptive statistics

Standard deviation	79003.103
Coefficient of variation (CV)	5.7156131
Kurtosis	226.80268
Mean	13822.332
Median Absolute Deviation (MAD)	4016.5
Skewness	14.465153
Sum	3870253
Variance	6.2414903 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
212	3	1.0%
207	2	0.7%
46	2	0.7%
5971	2	0.7%
32	2	0.7%
64	2	0.7%
402	2	0.7%
6733	2	0.7%
7541	1	0.3%
10733	1	0.3%
Other values (261)	261	87.3%
(Missing)	19	6.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
13	1	0.3%
15	1	0.3%
17	1	0.3%
19	1	0.3%
21	1	0.3%
26	1	0.3%
32	2	0.7%
39	1	0.3%
46	2	0.7%
47	1	0.3%

Value	Count	Frequency (%)
1263789	1	0.3%
209356	1	0.3%
191546	1	0.3%
164454	1	0.3%
139326	1	0.3%
134847	1	0.3%
125010	1	0.3%
109551	1	0.3%
100537	1	0.3%
26595	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	0.999	0.999	1.000	0.998	0.998	0.998	0.998	0.998	0.998	1.000	0.998	0.994	0.994	0.994	0.994
2007	1.000	1.000	1.000	0.999	0.999	1.000	0.998	0.998	0.998	0.998	0.998	0.998	1.000	0.998	0.994	0.994	0.994	0.994
2008	1.000	1.000	1.000	0.999	0.999	1.000	0.998	0.998	0.998	0.998	0.998	0.998	1.000	0.998	0.994	0.994	0.994	0.994
2009	0.999	0.999	0.999	1.000	1.000	0.999	0.995	0.995	0.995	0.995	0.995	0.995	0.999	0.995	0.999	0.999	0.999	0.999
2010	0.999	0.999	0.999	1.000	1.000	0.999	0.995	0.995	0.995	0.995	0.995	0.995	0.999	0.995	0.999	0.999	0.999	0.999
2011	1.000	1.000	1.000	0.999	0.999	1.000	0.998	0.998	0.998	0.998	0.998	0.998	1.000	0.998	0.994	0.994	0.994	0.994
2012	0.998	0.998	0.998	0.995	0.995	0.998	1.000	1.000	1.000	1.000	1.000	1.000	0.998	0.991	0.998	0.985	0.985	0.985
2013	0.998	0.998	0.998	0.995	0.995	0.998	1.000	1.000	1.000	1.000	1.000	1.000	0.998	0.991	0.998	0.985	0.985	0.985
2014	0.998	0.998	0.998	0.995	0.995	0.998	1.000	1.000	1.000	1.000	1.000	1.000	0.998	0.991	0.998	0.985	0.985	0.985
2015	0.998	0.998	0.998	0.995	0.995	0.998	1.000	1.000	1.000	1.000	1.000	1.000	0.998	0.991	0.998	0.985	0.985	0.985
2016	0.998	0.998	0.998	0.995	0.995	0.998	1.000	1.000	1.000	1.000	1.000	1.000	0.998	0.991	0.998	0.985	0.985	0.985
2017	0.998	0.998	0.998	0.995	0.995	0.998	1.000	1.000	1.000	1.000	1.000	1.000	0.998	0.991	0.998	0.985	0.985	0.985
2018	1.000	1.000	1.000	0.999	0.999	1.000	0.998	0.998	0.998	0.998	0.998	0.998	1.000	0.998	0.994	0.994	0.994	0.994
2019	0.998	0.998	0.998	0.995	0.995	0.998	0.991	0.991	0.991	0.991	0.991	0.991	0.998	1.000	0.985	0.998	0.998	0.998
2020	0.994	0.994	0.994	0.999	0.999	0.994	0.998	0.998	0.998	0.998	0.998	0.998	0.994	0.985	1.000	0.994	0.994	0.994
2021	0.994	0.994	0.994	0.999	0.999	0.994	0.985	0.985	0.985	0.985	0.985	0.985	0.994	0.998	0.994	1.000	1.000	1.000
2022	0.994	0.994	0.994	0.999	0.999	0.994	0.985	0.985	0.985	0.985	0.985	0.985	0.994	0.998	0.994	1.000	1.000	1.000
2023	0.994	0.994	0.994	0.999	0.999	0.994	0.985	0.985	0.985	0.985	0.985	0.985	0.994	0.998	0.994	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	0.946	0.921	0.914	0.909	0.918	0.908	0.911	0.919	0.923	0.904	0.908	0.912	0.904	0.899	0.915	0.906	0.901
2007	0.946	1.000	0.964	0.936	0.936	0.941	0.942	0.940	0.943	0.946	0.925	0.933	0.935	0.924	0.919	0.932	0.924	0.931
2008	0.921	0.964	1.000	0.947	0.943	0.943	0.938	0.934	0.939	0.937	0.925	0.931	0.923	0.919	0.912	0.919	0.911	0.921
2009	0.914	0.936	0.947	1.000	0.967	0.961	0.946	0.952	0.952	0.951	0.931	0.951	0.939	0.940	0.937	0.943	0.945	0.950
2010	0.909	0.936	0.943	0.967	1.000	0.958	0.947	0.953	0.943	0.940	0.923	0.947	0.942	0.933	0.932	0.942	0.941	0.947
2011	0.918	0.941	0.943	0.961	0.958	1.000	0.962	0.962	0.958	0.953	0.939	0.944	0.940	0.931	0.938	0.940	0.931	0.944
2012	0.908	0.942	0.938	0.946	0.947	0.962	1.000	0.958	0.958	0.947	0.938	0.943	0.939	0.936	0.933	0.938	0.927	0.941
2013	0.911	0.940	0.934	0.952	0.953	0.962	0.958	1.000	0.968	0.960	0.950	0.955	0.954	0.943	0.942	0.944	0.938	0.944
2014	0.919	0.943	0.939	0.952	0.943	0.958	0.958	0.968	1.000	0.968	0.950	0.949	0.945	0.933	0.931	0.929	0.931	0.941
2015	0.923	0.946	0.937	0.951	0.940	0.953	0.947	0.960	0.968	1.000	0.954	0.961	0.953	0.941	0.942	0.945	0.939	0.947
2016	0.904	0.925	0.925	0.931	0.923	0.939	0.938	0.950	0.950	0.954	1.000	0.954	0.953	0.939	0.938	0.937	0.933	0.941
2017	0.908	0.933	0.931	0.951	0.947	0.944	0.943	0.955	0.949	0.961	0.954	1.000	0.971	0.963	0.963	0.961	0.954	0.956
2018	0.912	0.935	0.923	0.939	0.942	0.940	0.939	0.954	0.945	0.953	0.953	0.971	1.000	0.972	0.962	0.958	0.954	0.960
2019	0.904	0.924	0.919	0.940	0.933	0.931	0.936	0.943	0.933	0.941	0.939	0.963	0.972	1.000	0.970	0.961	0.950	0.957
2020	0.899	0.919	0.912	0.937	0.932	0.938	0.933	0.942	0.931	0.942	0.938	0.963	0.962	0.970	1.000	0.967	0.956	0.951
2021	0.915	0.932	0.919	0.943	0.942	0.940	0.938	0.944	0.929	0.945	0.937	0.961	0.958	0.961	0.967	1.000	0.972	0.962
2022	0.906	0.924	0.911	0.945	0.941	0.931	0.927	0.938	0.931	0.939	0.933	0.954	0.954	0.950	0.956	0.972	1.000	0.964
2023	0.901	0.931	0.921	0.950	0.947	0.944	0.941	0.944	0.941	0.947	0.941	0.956	0.960	0.957	0.951	0.962	0.964	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	2982404	2400381	2185819	2150780	1863634	1844056	1711624	1698859	1827667	2013916	2006588	2037895	1906774	1717077	1864214	2016098	1675623	1263789
1	서울	18709	8256	5745	7534	5800	3857	7539	4376	5305	6481	6076	6447	7658	8418	7838	9598	9758	3098
2	서울 종로구	284	271	262	98	110	139	194	128	142	152	125	177	204	81	167	250	234	102
3	서울 중구	551	273	102	68	86	111	51	44	59	30	76	37	44	65	111	53	45	84
4	서울 용산구	243	142	282	145	126	203	60	17	172	40	217	547	45	96	679	175	77	46
5	서울 성동구	218	181	141	158	90	52	52	152	84	75	107	83	151	38	90	59	133	123
6	서울 광진구	329	88	36	81	35	20	28	17	61	86	47	79	171	41	471	45	60	13
7	서울 동대문구	172	88	125	68	101	54	71	245	87	75	74	363	143	57	73	107	44	51
8	서울 중랑구	132	153	212	473	75	74	78	53	58	132	65	140	75	146	76	100	56	32
9	서울 성북구	1442	395	183	139	150	83	79	99	55	90	161	138	82	87	92	101	65	64

	지역	2006	2007	2008	2009	2010	2011	2012	2013	2014	2015	2016	2017	2018	2019	2020	2021	2022	2023
289	경남 거창군	15840	13256	11312	15648	14792	15929	17348	12476	14004	16117	15646	19193	14031	11926	15966	13249	12458	14185
290	경남 합천군	22521	24372	23817	20296	16993	19758	18126	19140	18677	23078	16606	19792	20083	13618	13731	15343	15446	11078
291	(구)제주	54744	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
292	(구)제주 (구)제주시	4107	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
293	(구)제주 (구)서귀포시	2847	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
294	(구)제주 (구)북제주군	31579	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
295	(구)제주 (구)남제주군	16211	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
296	제주	45957	54648	42522	38434	39918	39544	37428	50409	69995	88934	70698	53085	44050	38352	30741	37055	31547	26595
297	제주 제주시	28034	31168	23818	19232	24150	21874	20921	25810	39986	46783	40752	28544	25958	21059	17897	23493	19606	14071
298	제주 서귀포시	17923	23480	18704	19202	15768	17670	16507	24599	30009	42150	29946	24541	18092	17293	12844	13562	11942	12524

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