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(동(호)수) 데이터입니다.- (단위 : 동(호)수)- 공표시기 : 익월 말일경
Author	한국부동산원
URL	https://www.data.go.kr/data/15100936/fileData.do

Alerts

`2006` is highly overall correlated with `2007` and 11 other fields	High correlation
`2007` is highly overall correlated with `2006` and 15 other fields	High correlation
`2008` is highly overall correlated with `2007` and 11 other fields	High correlation
`2009` is highly overall correlated with `2007` and 13 other fields	High correlation
`2010` is highly overall correlated with `2007` and 15 other fields	High correlation
`2011` is highly overall correlated with `2006` and 16 other fields	High correlation
`2012` is highly overall correlated with `2007` and 15 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 15 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 14 other fields	High correlation
`2018` is highly overall correlated with `2007` and 15 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 14 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
`2007` has 11 (3.7%) zeros	Zeros
`2008` has 20 (6.8%) zeros	Zeros
`2009` has 31 (10.5%) zeros	Zeros
`2010` has 31 (10.5%) zeros	Zeros
`2011` has 42 (14.2%) zeros	Zeros
`2012` has 32 (10.8%) zeros	Zeros
`2013` has 32 (10.8%) zeros	Zeros
`2015` has 10 (3.4%) zeros	Zeros
`2016` has 10 (3.4%) zeros	Zeros
`2017` has 3 (1.0%) zeros	Zeros
`2018` has 3 (1.0%) zeros	Zeros
`2020` has 4 (1.4%) zeros	Zeros
`2021` has 5 (1.7%) zeros	Zeros
`2022` has 4 (1.4%) zeros	Zeros
`2023` has 7 (2.4%) zeros	Zeros

Reproduction

Analysis started	2024-03-30 07:20:21.204735
Analysis finished	2024-03-30 07:22:35.514103
Duration	2 minutes and 14.31 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

Distinct	161
Distinct (%)	75.6%
Missing	83
Missing (%)	28.0%
Infinite	0
Infinite (%)	0.0%
Mean	1276.9906

Minimum	1
Maximum	85726
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.7 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	21
median	192
Q3	731
95-th percentile	3229.8
Maximum	85726
Range	85725
Interquartile range (IQR)	710

Descriptive statistics

Standard deviation	6356.3341
Coefficient of variation (CV)	4.9775888
Kurtosis	150.64344
Mean	1276.9906
Median Absolute Deviation (MAD)	186
Skewness	11.716514
Sum	271999
Variance	40402983
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	12	4.1%
6	6	2.0%
7	6	2.0%
2	5	1.7%
12	3	1.0%
143	3	1.0%
19	3	1.0%
10	3	1.0%
45	3	1.0%
3	3	1.0%
Other values (151)	166	56.1%
(Missing)	83	28.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	12	4.1%
2	5	1.7%
3	3	1.0%
5	2	0.7%
6	6	2.0%
7	6	2.0%
8	2	0.7%
9	1	0.3%
10	3	1.0%
11	1	0.3%

Value	Count	Frequency (%)
85726	1	0.3%
31261	1	0.3%
14425	1	0.3%
7297	1	0.3%
6672	1	0.3%
6216	1	0.3%
5382	1	0.3%
3935	1	0.3%
3725	1	0.3%
3459	1	0.3%

2007
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	178
Distinct (%)	75.4%
Missing	60
Missing (%)	20.3%
Infinite	0
Infinite (%)	0.0%
Mean	1051.1356

Minimum	0
Maximum	80595
Zeros	11
Zeros (%)	3.7%
Negative	0
Negative (%)	0.0%
Memory size	2.7 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	40.75
median	184.5
Q3	721.25
95-th percentile	3130.75
Maximum	80595
Range	80595
Interquartile range (IQR)	680.5

Descriptive statistics

Standard deviation	5487.2587
Coefficient of variation (CV)	5.2203148
Kurtosis	190.11758
Mean	1051.1356
Median Absolute Deviation (MAD)	182.5
Skewness	13.239953
Sum	248068
Variance	30110008
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	15	5.1%
0	11	3.7%
19	3	1.0%
16	3	1.0%
5	3	1.0%
2	3	1.0%
123	3	1.0%
88	3	1.0%
77	3	1.0%
4	2	0.7%
Other values (168)	187	63.2%
(Missing)	60	20.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	3.7%
1	15	5.1%
2	3	1.0%
3	1	0.3%
4	2	0.7%
5	3	1.0%
9	2	0.7%
10	1	0.3%
12	1	0.3%
13	1	0.3%

Value	Count	Frequency (%)
80595	1	0.3%
15532	1	0.3%
14005	1	0.3%
9310	1	0.3%
7838	1	0.3%
7649	1	0.3%
5003	1	0.3%
4183	1	0.3%
4051	1	0.3%
3620	1	0.3%

2008
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	181
Distinct (%)	73.9%
Missing	51
Missing (%)	17.2%
Infinite	0
Infinite (%)	0.0%
Mean	990.2

Minimum	0
Maximum	79423
Zeros	20
Zeros (%)	6.8%
Negative	0
Negative (%)	0.0%
Memory size	2.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	22
median	154
Q3	604
95-th percentile	3229.4
Maximum	79423
Range	79423
Interquartile range (IQR)	582

Descriptive statistics

Standard deviation	5272.0024
Coefficient of variation (CV)	5.3241794
Kurtosis	202.92546
Mean	990.2
Median Absolute Deviation (MAD)	149
Skewness	13.711887
Sum	242599
Variance	27794009
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	20	6.8%
2	8	2.7%
1	7	2.4%
5	4	1.4%
9	3	1.0%
82	3	1.0%
7	3	1.0%
156	3	1.0%
326	2	0.7%
928	2	0.7%
Other values (171)	190	64.2%
(Missing)	51	17.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	20	6.8%
1	7	2.4%
2	8	2.7%
3	1	0.3%
4	2	0.7%
5	4	1.4%
7	3	1.0%
8	2	0.7%
9	3	1.0%
10	2	0.7%

Value	Count	Frequency (%)
79423	1	0.3%
12539	1	0.3%
10857	1	0.3%
8037	1	0.3%
7776	1	0.3%
7602	1	0.3%
6927	1	0.3%
4893	1	0.3%
4346	1	0.3%
4169	1	0.3%

2009
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	168
Distinct (%)	66.7%
Missing	44
Missing (%)	14.9%
Infinite	0
Infinite (%)	0.0%
Mean	1035.9286

Minimum	0
Maximum	83976
Zeros	31
Zeros (%)	10.5%
Negative	0
Negative (%)	0.0%
Memory size	2.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	9
median	93
Q3	441.75
95-th percentile	3714
Maximum	83976
Range	83976
Interquartile range (IQR)	432.75

Descriptive statistics

Standard deviation	5541.1943
Coefficient of variation (CV)	5.3490119
Kurtosis	202.03301
Mean	1035.9286
Median Absolute Deviation (MAD)	92
Skewness	13.599656
Sum	261054
Variance	30704834
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	31	10.5%
1	10	3.4%
8	5	1.7%
9	5	1.7%
35	4	1.4%
57	4	1.4%
2	4	1.4%
6	3	1.0%
7	3	1.0%
134	3	1.0%
Other values (158)	180	60.8%
(Missing)	44	14.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	31	10.5%
1	10	3.4%
2	4	1.4%
3	1	0.3%
4	2	0.7%
5	2	0.7%
6	3	1.0%
7	3	1.0%
8	5	1.7%
9	5	1.7%

Value	Count	Frequency (%)
83976	1	0.3%
13362	1	0.3%
12925	1	0.3%
10798	1	0.3%
8493	1	0.3%
7517	1	0.3%
6283	1	0.3%
5781	1	0.3%
5669	1	0.3%
5291	1	0.3%

2010
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	192
Distinct (%)	73.6%
Missing	35
Missing (%)	11.8%
Infinite	0
Infinite (%)	0.0%
Mean	984.81992

Minimum	0
Maximum	80931
Zeros	31
Zeros (%)	10.5%
Negative	0
Negative (%)	0.0%
Memory size	2.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	18
median	131
Q3	555
95-th percentile	3865
Maximum	80931
Range	80931
Interquartile range (IQR)	537

Descriptive statistics

Standard deviation	5260.4882
Coefficient of variation (CV)	5.3415737
Kurtosis	207.6298
Mean	984.81992
Median Absolute Deviation (MAD)	131
Skewness	13.821382
Sum	257038
Variance	27672736
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	31	10.5%
1	10	3.4%
2	5	1.7%
5	4	1.4%
4	3	1.0%
28	2	0.7%
32	2	0.7%
64	2	0.7%
38	2	0.7%
100	2	0.7%
Other values (182)	198	66.9%
(Missing)	35	11.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	31	10.5%
1	10	3.4%
2	5	1.7%
3	2	0.7%
4	3	1.0%
5	4	1.4%
6	1	0.3%
7	1	0.3%
8	1	0.3%
10	2	0.7%

Value	Count	Frequency (%)
80931	1	0.3%
19917	1	0.3%
8671	1	0.3%
6930	1	0.3%
6635	1	0.3%
6544	1	0.3%
6390	1	0.3%
4766	1	0.3%
4682	1	0.3%
4469	1	0.3%

2011
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	179
Distinct (%)	68.1%
Missing	33
Missing (%)	11.1%
Infinite	0
Infinite (%)	0.0%
Mean	924.42205

Minimum	0
Maximum	74759
Zeros	42
Zeros (%)	14.2%
Negative	0
Negative (%)	0.0%
Memory size	2.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	10
median	145
Q3	503.5
95-th percentile	3319.5
Maximum	74759
Range	74759
Interquartile range (IQR)	493.5

Descriptive statistics

Standard deviation	4881.0759
Coefficient of variation (CV)	5.2801379
Kurtosis	202.679
Mean	924.42205
Median Absolute Deviation (MAD)	145
Skewness	13.626413
Sum	243123
Variance	23824902
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	42	14.2%
1	10	3.4%
15	5	1.7%
2	4	1.4%
40	3	1.0%
153	3	1.0%
10	3	1.0%
66	2	0.7%
18	2	0.7%
12	2	0.7%
Other values (169)	187	63.2%
(Missing)	33	11.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	42	14.2%
1	10	3.4%
2	4	1.4%
3	1	0.3%
4	2	0.7%
5	1	0.3%
6	2	0.7%
7	2	0.7%
8	1	0.3%
10	3	1.0%

Value	Count	Frequency (%)
74759	1	0.3%
21400	1	0.3%
8299	1	0.3%
6258	1	0.3%
5446	1	0.3%
4903	1	0.3%
4840	1	0.3%
4661	1	0.3%
4582	1	0.3%
4284	1	0.3%

2012
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	168
Distinct (%)	62.7%
Missing	28
Missing (%)	9.5%
Infinite	0
Infinite (%)	0.0%
Mean	777.15672

Minimum	0
Maximum	67356
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	83.5
Q3	392.75
95-th percentile	2395.35
Maximum	67356
Range	67356
Interquartile range (IQR)	388.75

Descriptive statistics

Standard deviation	4322.2614
Coefficient of variation (CV)	5.5616342
Kurtosis	213.06138
Mean	777.15672
Median Absolute Deviation (MAD)	83.5
Skewness	13.973487
Sum	208278
Variance	18681943
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	32	10.8%
1	12	4.1%
2	10	3.4%
4	10	3.4%
3	6	2.0%
6	5	1.7%
12	3	1.0%
43	3	1.0%
30	3	1.0%
23	3	1.0%
Other values (158)	181	61.1%
(Missing)	28	9.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	32	10.8%
1	12	4.1%
2	10	3.4%
3	6	2.0%
4	10	3.4%
5	1	0.3%
6	5	1.7%
7	2	0.7%
9	1	0.3%
10	1	0.3%

Value	Count	Frequency (%)
67356	1	0.3%
12984	1	0.3%
11567	1	0.3%
7118	1	0.3%
6973	1	0.3%
5894	1	0.3%
5728	1	0.3%
4785	1	0.3%
3233	1	0.3%
3080	1	0.3%

2013
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	172
Distinct (%)	63.7%
Missing	26
Missing (%)	8.8%
Infinite	0
Infinite (%)	0.0%
Mean	559.54815

Minimum	0
Maximum	48001
Zeros	32
Zeros (%)	10.8%
Negative	0
Negative (%)	0.0%
Memory size	2.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	8
median	104
Q3	306.25
95-th percentile	1570.2
Maximum	48001
Range	48001
Interquartile range (IQR)	298.25

Descriptive statistics

Standard deviation	3106.3363
Coefficient of variation (CV)	5.5515085
Kurtosis	204.91127
Mean	559.54815
Median Absolute Deviation (MAD)	103
Skewness	13.676658
Sum	151078
Variance	9649325.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	32	10.8%
1	10	3.4%
3	8	2.7%
6	6	2.0%
2	6	2.0%
12	4	1.4%
4	4	1.4%
11	4	1.4%
19	3	1.0%
161	3	1.0%
Other values (162)	190	64.2%
(Missing)	26	8.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	32	10.8%
1	10	3.4%
2	6	2.0%
3	8	2.7%
4	4	1.4%
6	6	2.0%
7	1	0.3%
8	2	0.7%
9	1	0.3%
10	1	0.3%

Value	Count	Frequency (%)
48001	1	0.3%
11515	1	0.3%
11133	1	0.3%
5652	1	0.3%
3864	1	0.3%
3174	1	0.3%
2293	1	0.3%
2119	1	0.3%
2053	1	0.3%
1866	1	0.3%

2014
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	210
Distinct (%)	80.5%
Missing	35
Missing (%)	11.8%
Infinite	0
Infinite (%)	0.0%
Mean	971.67816

Minimum	1
Maximum	79039
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.7 KiB

Quantile statistics

Minimum	1
5-th percentile	3
Q1	52
median	206
Q3	569
95-th percentile	2276
Maximum	79039
Range	79038
Interquartile range (IQR)	517

Descriptive statistics

Standard deviation	5174.231
Coefficient of variation (CV)	5.3250461
Kurtosis	201.88976
Mean	971.67816
Median Absolute Deviation (MAD)	185
Skewness	13.60469
Sum	253608
Variance	26772666
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	11	3.7%
3	5	1.7%
110	4	1.4%
50	3	1.0%
68	3	1.0%
5	3	1.0%
93	3	1.0%
7	3	1.0%
23	3	1.0%
36	2	0.7%
Other values (200)	221	74.7%
(Missing)	35	11.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	11	3.7%
2	2	0.7%
3	5	1.7%
4	1	0.3%
5	3	1.0%
6	2	0.7%
7	3	1.0%
8	1	0.3%
10	2	0.7%
11	2	0.7%

Value	Count	Frequency (%)
79039	1	0.3%
20019	1	0.3%
14960	1	0.3%
8830	1	0.3%
6552	1	0.3%
5571	1	0.3%
5445	1	0.3%
4200	1	0.3%
3628	1	0.3%
3449	1	0.3%

2015
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	213
Distinct (%)	77.7%
Missing	22
Missing (%)	7.4%
Infinite	0
Infinite (%)	0.0%
Mean	1235.6387

Minimum	0
Maximum	105870
Zeros	10
Zeros (%)	3.4%
Negative	0
Negative (%)	0.0%
Memory size	2.7 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	48
median	206
Q3	707.5
95-th percentile	2981.75
Maximum	105870
Range	105870
Interquartile range (IQR)	659.5

Descriptive statistics

Standard deviation	6896.3836
Coefficient of variation (CV)	5.5812299
Kurtosis	197.26279
Mean	1235.6387
Median Absolute Deviation (MAD)	201.5
Skewness	13.365684
Sum	338565
Variance	47560107
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	12	4.1%
0	10	3.4%
4	6	2.0%
2	4	1.4%
184	3	1.0%
117	3	1.0%
153	3	1.0%
10	3	1.0%
5	3	1.0%
67	2	0.7%
Other values (203)	225	76.0%
(Missing)	22	7.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	10	3.4%
1	12	4.1%
2	4	1.4%
3	1	0.3%
4	6	2.0%
5	3	1.0%
6	2	0.7%
8	2	0.7%
9	1	0.3%
10	3	1.0%

Value	Count	Frequency (%)
105870	1	0.3%
29560	1	0.3%
27443	1	0.3%
10931	1	0.3%
8375	1	0.3%
7495	1	0.3%
6895	1	0.3%
6262	1	0.3%
5458	1	0.3%
4424	1	0.3%

2016
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	220
Distinct (%)	79.1%
Missing	18
Missing (%)	6.1%
Infinite	0
Infinite (%)	0.0%
Mean	1444.3489

Minimum	0
Maximum	125386
Zeros	10
Zeros (%)	3.4%
Negative	0
Negative (%)	0.0%
Memory size	2.7 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	61
median	280
Q3	963.5
95-th percentile	3323.3
Maximum	125386
Range	125386
Interquartile range (IQR)	902.5

Descriptive statistics

Standard deviation	8134.388
Coefficient of variation (CV)	5.6318719
Kurtosis	198.31826
Mean	1444.3489
Median Absolute Deviation (MAD)	265.5
Skewness	13.436383
Sum	401529
Variance	66168269
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	10	3.4%
1	8	2.7%
2	6	2.0%
6	3	1.0%
72	3	1.0%
3	3	1.0%
20	3	1.0%
114	3	1.0%
25	2	0.7%
50	2	0.7%
Other values (210)	235	79.4%
(Missing)	18	6.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	10	3.4%
1	8	2.7%
2	6	2.0%
3	3	1.0%
5	2	0.7%
6	3	1.0%
10	1	0.3%
11	2	0.7%
12	1	0.3%
13	2	0.7%

Value	Count	Frequency (%)
125386	1	0.3%
39410	1	0.3%
32205	1	0.3%
10158	1	0.3%
8397	1	0.3%
7020	1	0.3%
6048	1	0.3%
5591	1	0.3%
5215	1	0.3%
4251	1	0.3%

2017
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	228
Distinct (%)	82.3%
Missing	19
Missing (%)	6.4%
Infinite	0
Infinite (%)	0.0%
Mean	1705.8917

Minimum	0
Maximum	150333
Zeros	3
Zeros (%)	1.0%
Negative	0
Negative (%)	0.0%
Memory size	2.7 KiB

Quantile statistics

Minimum	0
5-th percentile	1.8
Q1	82
median	378
Q3	984
95-th percentile	3368
Maximum	150333
Range	150333
Interquartile range (IQR)	902

Descriptive statistics

Standard deviation	9740.1981
Coefficient of variation (CV)	5.70974
Kurtosis	199.85874
Mean	1705.8917
Median Absolute Deviation (MAD)	346
Skewness	13.48692
Sum	472532
Variance	94871460
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	11	3.7%
2	4	1.4%
7	3	1.0%
85	3	1.0%
0	3	1.0%
1080	2	0.7%
15	2	0.7%
17	2	0.7%
5	2	0.7%
75	2	0.7%
Other values (218)	243	82.1%
(Missing)	19	6.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	1.0%
1	11	3.7%
2	4	1.4%
3	1	0.3%
4	2	0.7%
5	2	0.7%
7	3	1.0%
9	2	0.7%
10	2	0.7%
11	1	0.3%

Value	Count	Frequency (%)
150333	1	0.3%
45009	1	0.3%
37266	1	0.3%
18594	1	0.3%
10982	1	0.3%
8780	1	0.3%
6389	1	0.3%
5376	1	0.3%
4502	1	0.3%
4193	1	0.3%

2018
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	237
Distinct (%)	84.9%
Missing	17
Missing (%)	5.7%
Infinite	0
Infinite (%)	0.0%
Mean	1822.4803

Minimum	0
Maximum	163284
Zeros	3
Zeros (%)	1.0%
Negative	0
Negative (%)	0.0%
Memory size	2.7 KiB

Quantile statistics

Minimum	0
5-th percentile	4.9
Q1	89
median	403
Q3	1129.5
95-th percentile	4090.7
Maximum	163284
Range	163284
Interquartile range (IQR)	1040.5

Descriptive statistics

Standard deviation	10427.873
Coefficient of variation (CV)	5.7218029
Kurtosis	209.80206
Mean	1822.4803
Median Absolute Deviation (MAD)	375
Skewness	13.861874
Sum	508472
Variance	1.0874054 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	4	1.4%
0	3	1.0%
37	3	1.0%
3	3	1.0%
818	2	0.7%
17	2	0.7%
22	2	0.7%
1613	2	0.7%
710	2	0.7%
38	2	0.7%
Other values (227)	254	85.8%
(Missing)	17	5.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	1.0%
1	4	1.4%
2	2	0.7%
3	3	1.0%
4	2	0.7%
5	2	0.7%
7	1	0.3%
8	2	0.7%
11	1	0.3%
13	2	0.7%

Value	Count	Frequency (%)
163284	1	0.3%
42092	1	0.3%
41164	1	0.3%
12758	1	0.3%
10984	1	0.3%
9765	1	0.3%
8949	1	0.3%
8932	1	0.3%
7202	1	0.3%
6263	1	0.3%

2019
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	243
Distinct (%)	87.1%
Missing	17
Missing (%)	5.7%
Infinite	0
Infinite (%)	0.0%
Mean	1823.0466

Minimum	0
Maximum	162502
Zeros	1
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	2.7 KiB

Quantile statistics

Minimum	0
5-th percentile	14
Q1	107
median	398
Q3	1134.5
95-th percentile	3675.8
Maximum	162502
Range	162502
Interquartile range (IQR)	1027.5

Descriptive statistics

Standard deviation	10288.249
Coefficient of variation (CV)	5.6434371
Kurtosis	216.83815
Mean	1823.0466
Median Absolute Deviation (MAD)	366
Skewness	14.134487
Sum	508630
Variance	1.0584806 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14	3	1.0%
30	3	1.0%
1	3	1.0%
225	3	1.0%
27	3	1.0%
26	3	1.0%
219	3	1.0%
342	2	0.7%
303	2	0.7%
15	2	0.7%
Other values (233)	252	85.1%
(Missing)	17	5.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	0.3%
1	3	1.0%
2	2	0.7%
4	1	0.3%
7	1	0.3%
8	1	0.3%
10	1	0.3%
12	2	0.7%
13	1	0.3%
14	3	1.0%

Value	Count	Frequency (%)
162502	1	0.3%
41947	1	0.3%
33518	1	0.3%
13245	1	0.3%
12896	1	0.3%
10838	1	0.3%
8720	1	0.3%
8292	1	0.3%
5865	1	0.3%
5125	1	0.3%

2020
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	248
Distinct (%)	88.9%
Missing	17
Missing (%)	5.7%
Infinite	0
Infinite (%)	0.0%
Mean	1761.9283

Minimum	0
Maximum	158039
Zeros	4
Zeros (%)	1.4%
Negative	0
Negative (%)	0.0%
Memory size	2.7 KiB

Quantile statistics

Minimum	0
5-th percentile	5
Q1	93
median	406
Q3	1033
95-th percentile	3836.1
Maximum	158039
Range	158039
Interquartile range (IQR)	940

Descriptive statistics

Standard deviation	10115.496
Coefficient of variation (CV)	5.7411509
Kurtosis	208.49448
Mean	1761.9283
Median Absolute Deviation (MAD)	365
Skewness	13.843896
Sum	491578
Variance	1.0232327 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4	1.4%
5	3	1.0%
17	3	1.0%
4	3	1.0%
2	3	1.0%
6	2	0.7%
28	2	0.7%
11	2	0.7%
116	2	0.7%
365	2	0.7%
Other values (238)	253	85.5%
(Missing)	17	5.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4	1.4%
1	2	0.7%
2	3	1.0%
4	3	1.0%
5	3	1.0%
6	2	0.7%
7	1	0.3%
8	1	0.3%
9	2	0.7%
11	2	0.7%

Value	Count	Frequency (%)
158039	1	0.3%
49717	1	0.3%
31356	1	0.3%
12977	1	0.3%
9734	1	0.3%
8133	1	0.3%
7554	1	0.3%
6585	1	0.3%
6090	1	0.3%
5464	1	0.3%

2021
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	236
Distinct (%)	84.6%
Missing	17
Missing (%)	5.7%
Infinite	0
Infinite (%)	0.0%
Mean	1387.8495

Minimum	0
Maximum	123379
Zeros	5
Zeros (%)	1.7%
Negative	0
Negative (%)	0.0%
Memory size	2.7 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	52.5
median	326
Q3	850.5
95-th percentile	3094
Maximum	123379
Range	123379
Interquartile range (IQR)	798

Descriptive statistics

Standard deviation	7872.8893
Coefficient of variation (CV)	5.6727257
Kurtosis	210.36385
Mean	1387.8495
Median Absolute Deviation (MAD)	303
Skewness	13.880088
Sum	387210
Variance	61982385
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	6	2.0%
1	5	1.7%
0	5	1.7%
85	4	1.4%
38	4	1.4%
20	3	1.0%
8	3	1.0%
3	3	1.0%
6	2	0.7%
36	2	0.7%
Other values (226)	242	81.8%
(Missing)	17	5.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5	1.7%
1	5	1.7%
2	6	2.0%
3	3	1.0%
4	1	0.3%
6	2	0.7%
7	2	0.7%
8	3	1.0%
9	1	0.3%
10	1	0.3%

Value	Count	Frequency (%)
123379	1	0.3%
31815	1	0.3%
30388	1	0.3%
9771	1	0.3%
8246	1	0.3%
8122	1	0.3%
7847	1	0.3%
7198	1	0.3%
4371	1	0.3%
4302	1	0.3%

2022
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	219
Distinct (%)	78.5%
Missing	17
Missing (%)	5.7%
Infinite	0
Infinite (%)	0.0%
Mean	1121.1577

Minimum	0
Maximum	99244
Zeros	4
Zeros (%)	1.4%
Negative	0
Negative (%)	0.0%
Memory size	2.7 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	44
median	196
Q3	735
95-th percentile	2612.6
Maximum	99244
Range	99244
Interquartile range (IQR)	691

Descriptive statistics

Standard deviation	6406.3376
Coefficient of variation (CV)	5.7140379
Kurtosis	201.97421
Mean	1121.1577
Median Absolute Deviation (MAD)	187
Skewness	13.593923
Sum	312803
Variance	41041162
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4	8	2.7%
3	7	2.4%
1	6	2.0%
9	5	1.7%
2	5	1.7%
0	4	1.4%
62	3	1.0%
135	3	1.0%
19	3	1.0%
10	3	1.0%
Other values (209)	232	78.4%
(Missing)	17	5.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4	1.4%
1	6	2.0%
2	5	1.7%
3	7	2.4%
4	8	2.7%
6	2	0.7%
7	1	0.3%
9	5	1.7%
10	3	1.0%
16	1	0.3%

Value	Count	Frequency (%)
99244	1	0.3%
33535	1	0.3%
20393	1	0.3%
7649	1	0.3%
6943	1	0.3%
5872	1	0.3%
5355	1	0.3%
4258	1	0.3%
3296	1	0.3%
3162	1	0.3%

2023
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	210
Distinct (%)	75.0%
Missing	16
Missing (%)	5.4%
Infinite	0
Infinite (%)	0.0%
Mean	988.58929

Minimum	0
Maximum	86494
Zeros	7
Zeros (%)	2.4%
Negative	0
Negative (%)	0.0%
Memory size	2.7 KiB

Quantile statistics

Minimum	0
5-th percentile	1.95
Q1	30
median	172
Q3	534.5
95-th percentile	2914.05
Maximum	86494
Range	86494
Interquartile range (IQR)	504.5

Descriptive statistics

Standard deviation	5621.3311
Coefficient of variation (CV)	5.6862149
Kurtosis	196.17344
Mean	988.58929
Median Absolute Deviation (MAD)	166.5
Skewness	13.36099
Sum	276805
Variance	31599363
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4	9	3.0%
1	7	2.4%
0	7	2.4%
3	6	2.0%
5	5	1.7%
2	4	1.4%
6	4	1.4%
7	4	1.4%
11	3	1.0%
513	3	1.0%
Other values (200)	228	77.0%
(Missing)	16	5.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7	2.4%
1	7	2.4%
2	4	1.4%
3	6	2.0%
4	9	3.0%
5	5	1.7%
6	4	1.4%
7	4	1.4%
8	2	0.7%
10	1	0.3%

Value	Count	Frequency (%)
86494	1	0.3%
30069	1	0.3%
20518	1	0.3%
5966	1	0.3%
5506	1	0.3%
3898	1	0.3%
3771	1	0.3%
3642	1	0.3%
3628	1	0.3%
3454	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	0.840	0.840	0.739	0.981	1.000	0.800	0.981	0.996	0.981	1.000	0.981	1.000	1.000	1.000	1.000	1.000	1.000
2007	0.840	1.000	0.985	0.977	0.761	0.841	0.997	0.840	0.800	0.840	0.840	0.840	0.995	0.995	0.840	0.995	0.840	0.840
2008	0.840	0.985	1.000	0.977	0.761	0.841	0.977	0.841	0.800	0.840	0.840	0.841	0.995	0.995	0.841	0.995	0.841	0.841
2009	0.739	0.977	0.977	1.000	0.801	0.740	0.970	0.706	0.740	0.706	0.740	0.706	0.957	0.957	0.740	0.957	0.740	0.740
2010	0.981	0.761	0.761	0.801	1.000	0.981	0.740	0.951	0.981	0.951	0.981	0.951	0.801	0.801	0.981	0.801	0.981	0.981
2011	1.000	0.841	0.841	0.740	0.981	1.000	0.801	0.981	0.996	0.981	1.000	0.981	1.000	1.000	1.000	1.000	1.000	1.000
2012	0.800	0.997	0.977	0.970	0.740	0.801	1.000	0.801	0.770	0.801	0.801	0.801	0.988	0.988	0.801	0.988	0.801	0.801
2013	0.981	0.840	0.841	0.706	0.951	0.981	0.801	1.000	0.990	1.000	0.981	1.000	1.000	1.000	0.981	1.000	0.981	0.981
2014	0.996	0.800	0.800	0.740	0.981	0.996	0.770	0.990	1.000	0.990	0.996	0.990	0.861	0.861	0.996	0.861	0.996	0.996
2015	0.981	0.840	0.840	0.706	0.951	0.981	0.801	1.000	0.990	1.000	0.981	1.000	1.000	1.000	0.981	1.000	0.981	0.981
2016	1.000	0.840	0.840	0.740	0.981	1.000	0.801	0.981	0.996	0.981	1.000	0.981	1.000	1.000	1.000	1.000	1.000	1.000
2017	0.981	0.840	0.841	0.706	0.951	0.981	0.801	1.000	0.990	1.000	0.981	1.000	1.000	1.000	0.981	1.000	0.981	0.981
2018	1.000	0.995	0.995	0.957	0.801	1.000	0.988	1.000	0.861	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000
2019	1.000	0.995	0.995	0.957	0.801	1.000	0.988	1.000	0.861	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000
2020	1.000	0.840	0.841	0.740	0.981	1.000	0.801	0.981	0.996	0.981	1.000	0.981	1.000	1.000	1.000	1.000	1.000	1.000
2021	1.000	0.995	0.995	0.957	0.801	1.000	0.988	1.000	0.861	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000
2022	1.000	0.840	0.841	0.740	0.981	1.000	0.801	0.981	0.996	0.981	1.000	0.981	1.000	1.000	1.000	1.000	1.000	1.000
2023	1.000	0.840	0.841	0.740	0.981	1.000	0.801	0.981	0.996	0.981	1.000	0.981	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	0.638	0.469	0.495	0.461	0.506	0.470	0.540	0.599	0.620	0.585	0.531	0.499	0.563	0.614	0.608	0.595	0.563
2007	0.638	1.000	0.697	0.563	0.520	0.582	0.604	0.584	0.505	0.549	0.535	0.520	0.516	0.534	0.583	0.565	0.514	0.496
2008	0.469	0.697	1.000	0.676	0.577	0.575	0.547	0.521	0.502	0.504	0.504	0.478	0.504	0.487	0.537	0.548	0.493	0.470
2009	0.495	0.563	0.676	1.000	0.722	0.634	0.547	0.537	0.497	0.543	0.553	0.475	0.555	0.529	0.563	0.597	0.562	0.510
2010	0.461	0.520	0.577	0.722	1.000	0.779	0.650	0.584	0.504	0.568	0.596	0.559	0.590	0.570	0.583	0.585	0.556	0.502
2011	0.506	0.582	0.575	0.634	0.779	1.000	0.763	0.684	0.611	0.659	0.638	0.598	0.633	0.639	0.673	0.646	0.615	0.569
2012	0.470	0.604	0.547	0.547	0.650	0.763	1.000	0.811	0.627	0.668	0.623	0.614	0.618	0.648	0.684	0.651	0.627	0.594
2013	0.540	0.584	0.521	0.537	0.584	0.684	0.811	1.000	0.748	0.721	0.668	0.683	0.655	0.668	0.703	0.711	0.687	0.657
2014	0.599	0.505	0.502	0.497	0.504	0.611	0.627	0.748	1.000	0.795	0.696	0.665	0.670	0.690	0.678	0.688	0.696	0.646
2015	0.620	0.549	0.504	0.543	0.568	0.659	0.668	0.721	0.795	1.000	0.791	0.775	0.765	0.739	0.732	0.743	0.781	0.702
2016	0.585	0.535	0.504	0.553	0.596	0.638	0.623	0.668	0.696	0.791	1.000	0.848	0.803	0.779	0.755	0.766	0.766	0.726
2017	0.531	0.520	0.478	0.475	0.559	0.598	0.614	0.683	0.665	0.775	0.848	1.000	0.853	0.813	0.799	0.796	0.782	0.738
2018	0.499	0.516	0.504	0.555	0.590	0.633	0.618	0.655	0.670	0.765	0.803	0.853	1.000	0.861	0.799	0.791	0.792	0.698
2019	0.563	0.534	0.487	0.529	0.570	0.639	0.648	0.668	0.690	0.739	0.779	0.813	0.861	1.000	0.865	0.806	0.786	0.734
2020	0.614	0.583	0.537	0.563	0.583	0.673	0.684	0.703	0.678	0.732	0.755	0.799	0.799	0.865	1.000	0.862	0.818	0.779
2021	0.608	0.565	0.548	0.597	0.585	0.646	0.651	0.711	0.688	0.743	0.766	0.796	0.791	0.806	0.862	1.000	0.844	0.807
2022	0.595	0.514	0.493	0.562	0.556	0.615	0.627	0.687	0.696	0.781	0.766	0.782	0.792	0.786	0.818	0.844	1.000	0.878
2023	0.563	0.496	0.470	0.510	0.502	0.569	0.594	0.657	0.646	0.702	0.726	0.738	0.698	0.734	0.779	0.807	0.878	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	85726	80595	79423	83976	80931	74759	67356	48001	79039	105870	125386	150333	163284	162502	158039	123379	99244	86494
1	서울	14425	14005	10857	6283	6544	8299	11567	11133	14960	29560	32205	37266	42092	33518	31356	30388	20393	20518
2	서울 종로구	56	189	109	66	62	148	47	33	50	79	154	187	169	219	168	313	129	60
3	서울 중구	155	273	231	203	1009	171	410	12	78	151	54	75	316	227	154	550	383	225
4	서울 용산구	155	240	322	82	469	312	142	347	604	290	485	531	423	491	480	1140	474	2960
5	서울 성동구	461	81	44	57	5	153	100	97	240	196	190	91	834	761	466	187	264	539
6	서울 광진구	886	64	209	158	95	120	120	270	152	610	1336	1199	1196	1035	886	1498	1243	744
7	서울 동대문구	531	676	122	85	43	52	192	65	207	212	1144	495	763	612	813	394	558	605
8	서울 중랑구	204	175	5	9	111	419	576	625	1258	946	1027	984	882	1130	978	721	595	1195
9	서울 성북구	45	578	369	60	206	498	80	42	164	659	1151	927	1232	1328	1428	1093	1412	447

	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>	165	27	474	7	2	25	29	6	15	92	44	63	31	62	52
287	경남 산청군	<NA>	<NA>	42	6	2	0	0	0	1	4	6	2	4	122	11	20	17	51
288	경남 함양군	<NA>	131	156	8	86	163	178	227	17	0	2	1	11	15	1	0	6	4
289	경남 거창군	5	0	0	0	38	1	31	3	52	2	75	35	16	10	41	90	110	345
290	경남 합천군	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	1	0	93	23	1	130	37	120	4	174	26	8
291	(구)제주	1	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
292	(구)제주 (구)제주시	1	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
293	제주	2	149	267	136	229	148	43	67	84	317	578	2007	5993	5865	3742	3112	2330	1431
294	제주 제주시	2	148	200	42	35	10	31	33	50	117	393	1115	4061	3126	2138	1827	1478	1008
295	제주 서귀포시	<NA>	1	67	94	194	138	12	34	34	200	185	892	1932	2739	1604	1285	852	423

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