gimi9 Pandas Profiling

Dataset statistics

Number of variables	20
Number of observations	401
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	69.4 KiB
Average record size in memory	177.3 B

Variable types

Categorical	2
Text	1
Numeric	17

Dataset

Description	국내 체류중인 외국인에 대한 외국인 정책 수립의 기초자료로 활용되는 자료로 제공되는 항목은 대륙별, 국적별, 성별, 체류기간별 출국자수 입니다.
URL	https://www.data.go.kr/data/3074940/fileData.do

Alerts

`1일` is highly overall correlated with `2일` and 13 other fields	High correlation
`2일` is highly overall correlated with `1일` and 13 other fields	High correlation
`3일` is highly overall correlated with `1일` and 14 other fields	High correlation
`4일` is highly overall correlated with `1일` and 15 other fields	High correlation
`5일` is highly overall correlated with `1일` and 15 other fields	High correlation
`6_10일` is highly overall correlated with `1일` and 15 other fields	High correlation
`11_20일` is highly overall correlated with `1일` and 15 other fields	High correlation
`1개월 이하` is highly overall correlated with `1일` and 15 other fields	High correlation
`2개월 이하` is highly overall correlated with `1일` and 15 other fields	High correlation
`3개월 이하` is highly overall correlated with `1일` and 15 other fields	High correlation
`6개월 이하` is highly overall correlated with `1일` and 15 other fields	High correlation
`1년 이하` is highly overall correlated with `1일` and 15 other fields	High correlation
`2년 이하` is highly overall correlated with `1일` and 15 other fields	High correlation
`3년 이하` is highly overall correlated with `1일` and 15 other fields	High correlation
`5년 이하` is highly overall correlated with `1일` and 15 other fields	High correlation
`10년 이하` is highly overall correlated with `4일` and 12 other fields	High correlation
`10년 초과` is highly overall correlated with `3일` and 13 other fields	High correlation
`1일` has 136 (33.9%) zeros	Zeros
`2일` has 126 (31.4%) zeros	Zeros
`3일` has 67 (16.7%) zeros	Zeros
`4일` has 50 (12.5%) zeros	Zeros
`5일` has 40 (10.0%) zeros	Zeros
`6_10일` has 20 (5.0%) zeros	Zeros
`11_20일` has 35 (8.7%) zeros	Zeros
`1개월 이하` has 72 (18.0%) zeros	Zeros
`2개월 이하` has 82 (20.4%) zeros	Zeros
`3개월 이하` has 85 (21.2%) zeros	Zeros
`6개월 이하` has 74 (18.5%) zeros	Zeros
`1년 이하` has 71 (17.7%) zeros	Zeros
`2년 이하` has 99 (24.7%) zeros	Zeros
`3년 이하` has 106 (26.4%) zeros	Zeros
`5년 이하` has 145 (36.2%) zeros	Zeros
`10년 이하` has 241 (60.1%) zeros	Zeros
`10년 초과` has 321 (80.0%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 19:19:37.925604
Analysis finished	2023-12-12 19:20:11.538991
Duration	33.61 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

대륙
Categorical

Distinct	7
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

아프리카주	107
유럽주	96
아시아주	94
남아메리카주	66
오세아니아주	30
Other values (2)	8

Length

Max length	6
Median length	5
Mean length	4.5261845
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	아시아주
2nd row	아시아주
3rd row	아시아주
4th row	아시아주
5th row	아시아주

Common Values

Value	Count	Frequency (%)
아프리카주	107	26.7%
유럽주	96	23.9%
아시아주	94	23.4%
남아메리카주	66	16.5%
오세아니아주	30	7.5%
북아메리카주	6	1.5%
기타	2	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
아프리카주	107	26.7%
유럽주	96	23.9%
아시아주	94	23.4%
남아메리카주	66	16.5%
오세아니아주	30	7.5%
북아메리카주	6	1.5%
기타	2	0.5%

국적
Text

Distinct	199
Distinct (%)	49.6%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

Length

Max length	11
Median length	10
Mean length	3.9800499
Min length	2

Characters and Unicode

Total characters	1596
Distinct characters	183
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	1 ?
Unique (%)	0.2%

Sample

1st row	일본
2nd row	일본
3rd row	베트남
4th row	베트남
5th row	중국

Value	Count	Frequency (%)
캐나다	3	0.7%
미국	3	0.7%
오스트레일리아	3	0.7%
뉴질랜드	3	0.7%
조지아	2	0.5%
리히텐슈타인	2	0.5%
솔로몬군도	2	0.5%
일본	2	0.5%
키리바시	2	0.5%
교황청	2	0.5%
Other values (190)	379	94.0%

Most occurring characters

Value	Count	Frequency (%)
아	107	6.7%
리	65	4.1%
스	57	3.6%
이	48	3.0%
르	44	2.8%
니	42	2.6%
라	40	2.5%
나	31	1.9%
카	30	1.9%
바	30	1.9%
Other values (173)	1102	69.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	1590	99.6%
Space Separator	2	0.1%
Open Punctuation	2	0.1%
Close Punctuation	2	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
아	107	6.7%
리	65	4.1%
스	57	3.6%
이	48	3.0%
르	44	2.8%
니	42	2.6%
라	40	2.5%
나	31	1.9%
카	30	1.9%
바	30	1.9%
Other values (170)	1096	68.9%

Space Separator

Value	Count	Frequency (%)
	2	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	1590	99.6%
Common	6	0.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
아	107	6.7%
리	65	4.1%
스	57	3.6%
이	48	3.0%
르	44	2.8%
니	42	2.6%
라	40	2.5%
나	31	1.9%
카	30	1.9%
바	30	1.9%
Other values (170)	1096	68.9%

Common

Value	Count	Frequency (%)
	2	33.3%
(	2	33.3%
)	2	33.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	1590	99.6%
ASCII	6	0.4%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
아	107	6.7%
리	65	4.1%
스	57	3.6%
이	48	3.0%
르	44	2.8%
니	42	2.6%
라	40	2.5%
나	31	1.9%
카	30	1.9%
바	30	1.9%
Other values (170)	1096	68.9%

ASCII

Value	Count	Frequency (%)
	2	33.3%
(	2	33.3%
)	2	33.3%

성별
Categorical

Distinct	3
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

남성	199
여성	198
제3의성	4

Length

Max length	4
Median length	2
Mean length	2.0199501
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	남성
2nd row	여성
3rd row	남성
4th row	여성
5th row	남성

Common Values

Value	Count	Frequency (%)
남성	199	49.6%
여성	198	49.4%
제3의성	4	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
남성	199	49.6%
여성	198	49.4%
제3의성	4	1.0%

1일
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	123
Distinct (%)	30.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	341.38155

Minimum	0
Maximum	18964
Zeros	136
Zeros (%)	33.9%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	3
Q3	45
95-th percentile	1041
Maximum	18964
Range	18964
Interquartile range (IQR)	45

Descriptive statistics

Standard deviation	1686.51
Coefficient of variation (CV)	4.9402496
Kurtosis	70.610039
Mean	341.38155
Median Absolute Deviation (MAD)	3
Skewness	7.9334256
Sum	136894
Variance	2844316.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	136	33.9%
1	37	9.2%
3	17	4.2%
5	15	3.7%
4	13	3.2%
2	13	3.2%
8	7	1.7%
6	7	1.7%
10	5	1.2%
7	5	1.2%
Other values (113)	146	36.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	136	33.9%
1	37	9.2%
2	13	3.2%
3	17	4.2%
4	13	3.2%
5	15	3.7%
6	7	1.7%
7	5	1.2%
8	7	1.7%
9	2	0.5%

Value	Count	Frequency (%)
18964	1	0.2%
16712	1	0.2%
11710	1	0.2%
11273	1	0.2%
9773	1	0.2%
6846	1	0.2%
6023	1	0.2%
5071	1	0.2%
3966	1	0.2%
3752	1	0.2%

2일
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	127
Distinct (%)	31.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	418.64838

Minimum	0
Maximum	52023
Zeros	126
Zeros (%)	31.4%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	4
Q3	35
95-th percentile	1198
Maximum	52023
Range	52023
Interquartile range (IQR)	35

Descriptive statistics

Standard deviation	3185.4237
Coefficient of variation (CV)	7.6088284
Kurtosis	201.70939
Mean	418.64838
Median Absolute Deviation (MAD)	4
Skewness	13.62504
Sum	167878
Variance	10146924
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	126	31.4%
1	27	6.7%
2	27	6.7%
5	15	3.7%
3	14	3.5%
4	13	3.2%
6	8	2.0%
9	7	1.7%
11	6	1.5%
8	6	1.5%
Other values (117)	152	37.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	126	31.4%
1	27	6.7%
2	27	6.7%
3	14	3.5%
4	13	3.2%
5	15	3.7%
6	8	2.0%
7	6	1.5%
8	6	1.5%
9	7	1.7%

Value	Count	Frequency (%)
52023	1	0.2%
33533	1	0.2%
9600	1	0.2%
8295	1	0.2%
5487	1	0.2%
3831	1	0.2%
3551	1	0.2%
3231	1	0.2%
2959	1	0.2%
2941	1	0.2%

3일
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	140
Distinct (%)	34.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	543.57357

Minimum	0
Maximum	44807
Zeros	67
Zeros (%)	16.7%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	7
Q3	63
95-th percentile	2068
Maximum	44807
Range	44807
Interquartile range (IQR)	62

Descriptive statistics

Standard deviation	2977.7879
Coefficient of variation (CV)	5.4781691
Kurtosis	137.11594
Mean	543.57357
Median Absolute Deviation (MAD)	7
Skewness	10.627459
Sum	217973
Variance	8867220.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	67	16.7%
1	44	11.0%
3	28	7.0%
2	24	6.0%
5	14	3.5%
6	9	2.2%
10	9	2.2%
4	8	2.0%
16	8	2.0%
7	8	2.0%
Other values (130)	182	45.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	67	16.7%
1	44	11.0%
2	24	6.0%
3	28	7.0%
4	8	2.0%
5	14	3.5%
6	9	2.2%
7	8	2.0%
8	6	1.5%
9	5	1.2%

Value	Count	Frequency (%)
44807	1	0.2%
25387	1	0.2%
16140	1	0.2%
13909	1	0.2%
11469	1	0.2%
10305	1	0.2%
8570	1	0.2%
6685	1	0.2%
6253	1	0.2%
5668	1	0.2%

4일
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	151
Distinct (%)	37.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	476.33416

Minimum	0
Maximum	17261
Zeros	50
Zeros (%)	12.5%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	10
Q3	72
95-th percentile	2800
Maximum	17261
Range	17261
Interquartile range (IQR)	70

Descriptive statistics

Standard deviation	1815.749
Coefficient of variation (CV)	3.8119226
Kurtosis	36.516282
Mean	476.33416
Median Absolute Deviation (MAD)	10
Skewness	5.63195
Sum	191010
Variance	3296944.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	50	12.5%
1	29	7.2%
2	29	7.2%
3	25	6.2%
5	20	5.0%
4	17	4.2%
11	8	2.0%
10	8	2.0%
9	7	1.7%
8	7	1.7%
Other values (141)	201	50.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	50	12.5%
1	29	7.2%
2	29	7.2%
3	25	6.2%
4	17	4.2%
5	20	5.0%
6	7	1.7%
7	6	1.5%
8	7	1.7%
9	7	1.7%

Value	Count	Frequency (%)
17261	1	0.2%
14047	1	0.2%
11862	1	0.2%
11603	1	0.2%
10266	1	0.2%
7610	1	0.2%
7559	1	0.2%
7330	1	0.2%
6946	1	0.2%
6805	1	0.2%

5일
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	154
Distinct (%)	38.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	362.96259

Minimum	0
Maximum	10597
Zeros	40
Zeros (%)	10.0%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	14
Q3	74
95-th percentile	2164
Maximum	10597
Range	10597
Interquartile range (IQR)	71

Descriptive statistics

Standard deviation	1281.1043
Coefficient of variation (CV)	3.5295767
Kurtosis	28.772561
Mean	362.96259
Median Absolute Deviation (MAD)	13
Skewness	5.081417
Sum	145548
Variance	1641228.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	40	10.0%
1	25	6.2%
3	24	6.0%
2	23	5.7%
5	20	5.0%
4	15	3.7%
6	11	2.7%
14	9	2.2%
10	8	2.0%
13	8	2.0%
Other values (144)	218	54.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	40	10.0%
1	25	6.2%
2	23	5.7%
3	24	6.0%
4	15	3.7%
5	20	5.0%
6	11	2.7%
7	7	1.7%
8	5	1.2%
9	7	1.7%

Value	Count	Frequency (%)
10597	1	0.2%
10336	1	0.2%
7569	1	0.2%
7564	1	0.2%
6759	1	0.2%
6628	1	0.2%
5746	1	0.2%
5570	1	0.2%
5550	1	0.2%
5161	1	0.2%

6_10일
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	216
Distinct (%)	53.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1185.8454

Minimum	0
Maximum	51094
Zeros	20
Zeros (%)	5.0%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	7
median	39
Q3	278
95-th percentile	6067
Maximum	51094
Range	51094
Interquartile range (IQR)	271

Descriptive statistics

Standard deviation	4728.5048
Coefficient of variation (CV)	3.9874548
Kurtosis	62.159621
Mean	1185.8454
Median Absolute Deviation (MAD)	38
Skewness	7.3049692
Sum	475524
Variance	22358758
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	20	5.0%
3	17	4.2%
6	15	3.7%
1	15	3.7%
7	14	3.5%
2	13	3.2%
4	11	2.7%
9	7	1.7%
10	6	1.5%
30	6	1.5%
Other values (206)	277	69.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	20	5.0%
1	15	3.7%
2	13	3.2%
3	17	4.2%
4	11	2.7%
5	2	0.5%
6	15	3.7%
7	14	3.5%
8	6	1.5%
9	7	1.7%

Value	Count	Frequency (%)
51094	1	0.2%
44638	1	0.2%
35922	1	0.2%
35158	1	0.2%
20882	1	0.2%
16159	1	0.2%
12877	1	0.2%
11238	1	0.2%
10723	1	0.2%
10695	1	0.2%

11_20일
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	190
Distinct (%)	47.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	827.95012

Minimum	0
Maximum	55729
Zeros	35
Zeros (%)	8.7%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4
median	25
Q3	190
95-th percentile	3988
Maximum	55729
Range	55729
Interquartile range (IQR)	186

Descriptive statistics

Standard deviation	4122.2034
Coefficient of variation (CV)	4.9788064
Kurtosis	141.86236
Mean	827.95012
Median Absolute Deviation (MAD)	24
Skewness	11.234981
Sum	332008
Variance	16992561
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	35	8.7%
1	26	6.5%
3	22	5.5%
5	15	3.7%
2	13	3.2%
4	12	3.0%
7	8	2.0%
12	8	2.0%
31	6	1.5%
6	6	1.5%
Other values (180)	250	62.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	35	8.7%
1	26	6.5%
2	13	3.2%
3	22	5.5%
4	12	3.0%
5	15	3.7%
6	6	1.5%
7	8	2.0%
8	4	1.0%
9	1	0.2%

Value	Count	Frequency (%)
55729	1	0.2%
52863	1	0.2%
14814	1	0.2%
10673	1	0.2%
8553	1	0.2%
8336	1	0.2%
7962	1	0.2%
7518	1	0.2%
7333	1	0.2%
7225	1	0.2%

1개월 이하
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	145
Distinct (%)	36.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	344.57606

Minimum	0
Maximum	27783
Zeros	72
Zeros (%)	18.0%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	9
Q3	71
95-th percentile	1563
Maximum	27783
Range	27783
Interquartile range (IQR)	70

Descriptive statistics

Standard deviation	1937.6889
Coefficient of variation (CV)	5.6233996
Kurtosis	159.98317
Mean	344.57606
Median Absolute Deviation (MAD)	9
Skewness	12.099623
Sum	138175
Variance	3754638.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	72	18.0%
1	43	10.7%
2	23	5.7%
3	16	4.0%
5	13	3.2%
4	10	2.5%
6	9	2.2%
11	8	2.0%
9	7	1.7%
8	7	1.7%
Other values (135)	193	48.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	72	18.0%
1	43	10.7%
2	23	5.7%
3	16	4.0%
4	10	2.5%
5	13	3.2%
6	9	2.2%
7	2	0.5%
8	7	1.7%
9	7	1.7%

Value	Count	Frequency (%)
27783	1	0.2%
24445	1	0.2%
4586	1	0.2%
4352	1	0.2%
4298	1	0.2%
3994	1	0.2%
3110	1	0.2%
3040	1	0.2%
2941	1	0.2%
2817	1	0.2%

2개월 이하
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	147
Distinct (%)	36.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	345.3591

Minimum	0
Maximum	28595
Zeros	82
Zeros (%)	20.4%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	8
Q3	73
95-th percentile	1573
Maximum	28595
Range	28595
Interquartile range (IQR)	72

Descriptive statistics

Standard deviation	2006.1952
Coefficient of variation (CV)	5.8090121
Kurtosis	159.53941
Mean	345.3591
Median Absolute Deviation (MAD)	8
Skewness	12.09677
Sum	138489
Variance	4024819.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	82	20.4%
2	26	6.5%
1	26	6.5%
3	23	5.7%
4	14	3.5%
5	11	2.7%
7	8	2.0%
8	7	1.7%
10	7	1.7%
13	7	1.7%
Other values (137)	190	47.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	82	20.4%
1	26	6.5%
2	26	6.5%
3	23	5.7%
4	14	3.5%
5	11	2.7%
6	6	1.5%
7	8	2.0%
8	7	1.7%
9	6	1.5%

Value	Count	Frequency (%)
28595	1	0.2%
25480	1	0.2%
5194	1	0.2%
4444	1	0.2%
4201	1	0.2%
3907	1	0.2%
3844	1	0.2%
3248	1	0.2%
3183	1	0.2%
2875	1	0.2%

3개월 이하
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	140
Distinct (%)	34.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	247.12718

Minimum	0
Maximum	13309
Zeros	85
Zeros (%)	21.2%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	6
Q3	63
95-th percentile	898
Maximum	13309
Range	13309
Interquartile range (IQR)	62

Descriptive statistics

Standard deviation	1113.5857
Coefficient of variation (CV)	4.506124
Kurtosis	90.129036
Mean	247.12718
Median Absolute Deviation (MAD)	6
Skewness	8.7102545
Sum	99098
Variance	1240073.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	85	21.2%
1	37	9.2%
2	30	7.5%
3	23	5.7%
4	16	4.0%
7	9	2.2%
5	7	1.7%
13	7	1.7%
11	6	1.5%
6	6	1.5%
Other values (130)	175	43.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	85	21.2%
1	37	9.2%
2	30	7.5%
3	23	5.7%
4	16	4.0%
5	7	1.7%
6	6	1.5%
7	9	2.2%
8	3	0.7%
9	6	1.5%

Value	Count	Frequency (%)
13309	1	0.2%
12796	1	0.2%
5524	1	0.2%
4958	1	0.2%
4762	1	0.2%
4485	1	0.2%
4386	1	0.2%
3165	1	0.2%
3161	1	0.2%
2858	1	0.2%

6개월 이하
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	157
Distinct (%)	39.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	305.5212

Minimum	0
Maximum	18081
Zeros	74
Zeros (%)	18.5%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	10
Q3	88
95-th percentile	1164
Maximum	18081
Range	18081
Interquartile range (IQR)	87

Descriptive statistics

Standard deviation	1429.4639
Coefficient of variation (CV)	4.6787717
Kurtosis	86.529047
Mean	305.5212
Median Absolute Deviation (MAD)	10
Skewness	8.6674997
Sum	122514
Variance	2043367.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	74	18.5%
1	29	7.2%
3	25	6.2%
2	15	3.7%
4	14	3.5%
5	13	3.2%
7	12	3.0%
8	7	1.7%
6	7	1.7%
15	6	1.5%
Other values (147)	199	49.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	74	18.5%
1	29	7.2%
2	15	3.7%
3	25	6.2%
4	14	3.5%
5	13	3.2%
6	7	1.7%
7	12	3.0%
8	7	1.7%
9	4	1.0%

Value	Count	Frequency (%)
18081	1	0.2%
12714	1	0.2%
11666	1	0.2%
8011	1	0.2%
6969	1	0.2%
6132	1	0.2%
4796	1	0.2%
2371	1	0.2%
2225	1	0.2%
2118	1	0.2%

1년 이하
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	148
Distinct (%)	36.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	328.00748

Minimum	0
Maximum	24494
Zeros	71
Zeros (%)	17.7%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	8
Q3	57
95-th percentile	1266
Maximum	24494
Range	24494
Interquartile range (IQR)	56

Descriptive statistics

Standard deviation	1699.8432
Coefficient of variation (CV)	5.1823307
Kurtosis	118.65464
Mean	328.00748
Median Absolute Deviation (MAD)	8
Skewness	9.9469296
Sum	131531
Variance	2889467.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	71	17.7%
1	35	8.7%
3	26	6.5%
2	23	5.7%
4	13	3.2%
6	11	2.7%
8	11	2.7%
5	9	2.2%
7	9	2.2%
11	8	2.0%
Other values (138)	185	46.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	71	17.7%
1	35	8.7%
2	23	5.7%
3	26	6.5%
4	13	3.2%
5	9	2.2%
6	11	2.7%
7	9	2.2%
8	11	2.7%
9	4	1.0%

Value	Count	Frequency (%)
24494	1	0.2%
12647	1	0.2%
12459	1	0.2%
10724	1	0.2%
6714	1	0.2%
5421	1	0.2%
4554	1	0.2%
3174	1	0.2%
3159	1	0.2%
3086	1	0.2%

2년 이하
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	116
Distinct (%)	28.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	185.57606

Minimum	0
Maximum	8917
Zeros	99
Zeros (%)	24.7%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	5
Q3	29
95-th percentile	632
Maximum	8917
Range	8917
Interquartile range (IQR)	28

Descriptive statistics

Standard deviation	942.07863
Coefficient of variation (CV)	5.0765095
Kurtosis	62.691417
Mean	185.57606
Median Absolute Deviation (MAD)	5
Skewness	7.7430109
Sum	74416
Variance	887512.14
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	99	24.7%
1	42	10.5%
2	26	6.5%
4	15	3.7%
3	15	3.7%
7	13	3.2%
5	11	2.7%
6	9	2.2%
10	8	2.0%
8	7	1.7%
Other values (106)	156	38.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	99	24.7%
1	42	10.5%
2	26	6.5%
3	15	3.7%
4	15	3.7%
5	11	2.7%
6	9	2.2%
7	13	3.2%
8	7	1.7%
9	6	1.5%

Value	Count	Frequency (%)
8917	1	0.2%
8602	1	0.2%
8585	1	0.2%
7465	1	0.2%
6009	1	0.2%
5132	1	0.2%
2287	1	0.2%
1861	1	0.2%
1162	1	0.2%
1138	1	0.2%

3년 이하
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	112
Distinct (%)	27.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	361.98254

Minimum	0
Maximum	21528
Zeros	106
Zeros (%)	26.4%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	4
Q3	23
95-th percentile	1797
Maximum	21528
Range	21528
Interquartile range (IQR)	23

Descriptive statistics

Standard deviation	1771.5987
Coefficient of variation (CV)	4.894155
Kurtosis	80.520808
Mean	361.98254
Median Absolute Deviation (MAD)	4
Skewness	8.3833528
Sum	145155
Variance	3138561.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	106	26.4%
1	38	9.5%
2	29	7.2%
3	19	4.7%
4	17	4.2%
9	11	2.7%
16	10	2.5%
6	9	2.2%
14	9	2.2%
8	7	1.7%
Other values (102)	146	36.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	106	26.4%
1	38	9.5%
2	29	7.2%
3	19	4.7%
4	17	4.2%
5	6	1.5%
6	9	2.2%
7	5	1.2%
8	7	1.7%
9	11	2.7%

Value	Count	Frequency (%)
21528	1	0.2%
15987	1	0.2%
13783	1	0.2%
13368	1	0.2%
6268	1	0.2%
5618	1	0.2%
4239	1	0.2%
3952	1	0.2%
3891	1	0.2%
3471	1	0.2%

5년 이하
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	103
Distinct (%)	25.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	249.3616

Minimum	0
Maximum	10437
Zeros	145
Zeros (%)	36.2%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	14
95-th percentile	1358
Maximum	10437
Range	10437
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	1105.3303
Coefficient of variation (CV)	4.4326403
Kurtosis	44.068573
Mean	249.3616
Median Absolute Deviation (MAD)	2
Skewness	6.3264363
Sum	99994
Variance	1221755
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	145	36.2%
2	36	9.0%
1	34	8.5%
3	23	5.7%
5	13	3.2%
4	8	2.0%
9	8	2.0%
7	6	1.5%
10	6	1.5%
8	5	1.2%
Other values (93)	117	29.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	145	36.2%
1	34	8.5%
2	36	9.0%
3	23	5.7%
4	8	2.0%
5	13	3.2%
6	4	1.0%
7	6	1.5%
8	5	1.2%
9	8	2.0%

Value	Count	Frequency (%)
10437	1	0.2%
8581	1	0.2%
8494	1	0.2%
8082	1	0.2%
6868	1	0.2%
5265	1	0.2%
4834	1	0.2%
4355	1	0.2%
4351	1	0.2%
2970	1	0.2%

10년 이하
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	64
Distinct (%)	16.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	47.386534

Minimum	0
Maximum	1964
Zeros	241
Zeros (%)	60.1%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	233
Maximum	1964
Range	1964
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	216.50512
Coefficient of variation (CV)	4.5689166
Kurtosis	43.772705
Mean	47.386534
Median Absolute Deviation (MAD)	0
Skewness	6.3664596
Sum	19002
Variance	46874.468
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	241	60.1%
1	45	11.2%
2	16	4.0%
10	8	2.0%
3	8	2.0%
4	6	1.5%
7	4	1.0%
5	4	1.0%
8	3	0.7%
12	3	0.7%
Other values (54)	63	15.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	241	60.1%
1	45	11.2%
2	16	4.0%
3	8	2.0%
4	6	1.5%
5	4	1.0%
6	2	0.5%
7	4	1.0%
8	3	0.7%
9	2	0.5%

Value	Count	Frequency (%)
1964	1	0.2%
1812	1	0.2%
1587	1	0.2%
1439	1	0.2%
1415	1	0.2%
1367	1	0.2%
957	1	0.2%
771	1	0.2%
703	1	0.2%
647	1	0.2%

10년 초과
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	32
Distinct (%)	8.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.0822943

Minimum	0
Maximum	739
Zeros	321
Zeros (%)	80.0%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	15
Maximum	739
Range	739
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	47.771547
Coefficient of variation (CV)	6.7452079
Kurtosis	157.69882
Mean	7.0822943
Median Absolute Deviation (MAD)	0
Skewness	11.654724
Sum	2840
Variance	2282.1207
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
0	321	80.0%
1	28	7.0%
2	13	3.2%
4	5	1.2%
14	3	0.7%
40	2	0.5%
10	2	0.5%
3	2	0.5%
6	2	0.5%
5	1	0.2%
Other values (22)	22	5.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	321	80.0%
1	28	7.0%
2	13	3.2%
3	2	0.5%
4	5	1.2%
5	1	0.2%
6	2	0.5%
7	1	0.2%
8	1	0.2%
9	1	0.2%

Value	Count	Frequency (%)
739	1	0.2%
442	1	0.2%
280	1	0.2%
185	1	0.2%
130	1	0.2%
113	1	0.2%
92	1	0.2%
81	1	0.2%
80	1	0.2%
77	1	0.2%

Heatmap
Table

	대륙	성별	1일	2일	3일	4일	5일	6_10일	11_20일	1개월 이하	2개월 이하	3개월 이하	6개월 이하	1년 이하	2년 이하	3년 이하	5년 이하	10년 이하	10년 초과
대륙	1.000	0.392	0.361	0.156	0.236	0.276	0.348	0.427	0.487	0.496	0.502	0.477	0.451	0.351	0.491	0.433	0.218	0.151	0.100
성별	0.392	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000
1일	0.361	0.000	1.000	0.987	0.888	0.799	0.801	0.779	0.844	0.974	0.974	0.818	0.956	0.897	0.825	0.817	0.700	0.802	0.737
2일	0.156	0.000	0.987	1.000	0.975	0.901	0.838	0.724	0.509	0.674	0.793	0.711	0.897	0.630	0.594	0.502	0.353	0.453	0.338
3일	0.236	0.000	0.888	0.975	1.000	0.930	0.861	0.807	0.489	0.699	0.748	0.919	0.835	0.886	0.791	0.904	0.751	0.765	0.857
4일	0.276	0.000	0.799	0.901	0.930	1.000	0.953	0.963	0.652	0.670	0.706	0.777	0.744	0.745	0.721	0.729	0.777	0.622	0.659
5일	0.348	0.000	0.801	0.838	0.861	0.953	1.000	0.962	0.793	0.812	0.787	0.805	0.773	0.781	0.760	0.816	0.820	0.625	0.752
6_10일	0.427	0.000	0.779	0.724	0.807	0.963	0.962	1.000	0.927	0.923	0.916	0.786	0.805	0.830	0.749	0.783	0.691	0.547	0.497
11_20일	0.487	0.000	0.844	0.509	0.489	0.652	0.793	0.927	1.000	0.933	0.908	0.758	0.923	0.692	0.610	0.747	0.359	0.000	0.220
1개월 이하	0.496	0.000	0.974	0.674	0.699	0.670	0.812	0.923	0.933	1.000	0.994	0.841	0.996	0.913	0.840	0.841	0.627	0.636	0.558
2개월 이하	0.502	0.000	0.974	0.793	0.748	0.706	0.787	0.916	0.908	0.994	1.000	0.879	0.999	0.888	0.831	0.826	0.549	0.531	0.488
3개월 이하	0.477	0.000	0.818	0.711	0.919	0.777	0.805	0.786	0.758	0.841	0.879	1.000	0.870	0.922	0.843	0.974	0.855	0.708	0.920
6개월 이하	0.451	0.000	0.956	0.897	0.835	0.744	0.773	0.805	0.923	0.996	0.999	0.870	1.000	0.953	0.913	0.933	0.837	0.941	0.930
1년 이하	0.351	0.000	0.897	0.630	0.886	0.745	0.781	0.830	0.692	0.913	0.888	0.922	0.953	1.000	0.876	0.974	0.870	0.811	0.971
2년 이하	0.491	0.000	0.825	0.594	0.791	0.721	0.760	0.749	0.610	0.840	0.831	0.843	0.913	0.876	1.000	0.928	0.832	0.819	0.872
3년 이하	0.433	0.000	0.817	0.502	0.904	0.729	0.816	0.783	0.747	0.841	0.826	0.974	0.933	0.974	0.928	1.000	0.934	0.878	0.988
5년 이하	0.218	0.000	0.700	0.353	0.751	0.777	0.820	0.691	0.359	0.627	0.549	0.855	0.837	0.870	0.832	0.934	1.000	0.953	0.961
10년 이하	0.151	0.000	0.802	0.453	0.765	0.622	0.625	0.547	0.000	0.636	0.531	0.708	0.941	0.811	0.819	0.878	0.953	1.000	0.922
10년 초과	0.100	0.000	0.737	0.338	0.857	0.659	0.752	0.497	0.220	0.558	0.488	0.920	0.930	0.971	0.872	0.988	0.961	0.922	1.000

Heatmap
Table

	성별	대륙
성별	1.000	0.285
대륙	0.285	1.000

Heatmap
Table

	1일	2일	3일	4일	5일	6_10일	11_20일	1개월 이하	2개월 이하	3개월 이하	6개월 이하	1년 이하	2년 이하	3년 이하	5년 이하	10년 이하	10년 초과	대륙	성별
1일	1.000	0.906	0.882	0.864	0.843	0.862	0.842	0.832	0.822	0.774	0.764	0.741	0.648	0.651	0.516	0.399	0.461	0.202	0.000
2일	0.906	1.000	0.924	0.908	0.894	0.904	0.877	0.863	0.865	0.833	0.824	0.802	0.724	0.715	0.602	0.479	0.477	0.107	0.000
3일	0.882	0.924	1.000	0.920	0.911	0.928	0.903	0.881	0.892	0.857	0.855	0.822	0.767	0.730	0.608	0.476	0.500	0.142	0.000
4일	0.864	0.908	0.920	1.000	0.932	0.951	0.922	0.900	0.899	0.872	0.874	0.847	0.794	0.766	0.646	0.511	0.501	0.148	0.000
5일	0.843	0.894	0.911	0.932	1.000	0.948	0.919	0.898	0.894	0.875	0.875	0.851	0.801	0.775	0.663	0.525	0.509	0.191	0.000
6_10일	0.862	0.904	0.928	0.951	0.948	1.000	0.960	0.933	0.929	0.907	0.904	0.870	0.824	0.772	0.646	0.523	0.512	0.241	0.000
11_20일	0.842	0.877	0.903	0.922	0.919	0.960	1.000	0.943	0.936	0.913	0.912	0.883	0.842	0.783	0.652	0.535	0.506	0.355	0.000
1개월 이하	0.832	0.863	0.881	0.900	0.898	0.933	0.943	1.000	0.937	0.922	0.916	0.896	0.848	0.807	0.686	0.570	0.525	0.363	0.000
2개월 이하	0.822	0.865	0.892	0.899	0.894	0.929	0.936	0.937	1.000	0.943	0.939	0.924	0.869	0.834	0.714	0.586	0.555	0.367	0.000
3개월 이하	0.774	0.833	0.857	0.872	0.875	0.907	0.913	0.922	0.943	1.000	0.941	0.926	0.885	0.842	0.737	0.621	0.579	0.308	0.000
6개월 이하	0.764	0.824	0.855	0.874	0.875	0.904	0.912	0.916	0.939	0.941	1.000	0.940	0.905	0.866	0.766	0.633	0.581	0.261	0.000
1년 이하	0.741	0.802	0.822	0.847	0.851	0.870	0.883	0.896	0.924	0.926	0.940	1.000	0.919	0.916	0.824	0.693	0.609	0.217	0.000
2년 이하	0.648	0.724	0.767	0.794	0.801	0.824	0.842	0.848	0.869	0.885	0.905	0.919	1.000	0.898	0.830	0.732	0.628	0.189	0.000
3년 이하	0.651	0.715	0.730	0.766	0.775	0.772	0.783	0.807	0.834	0.842	0.866	0.916	0.898	1.000	0.898	0.775	0.636	0.275	0.000
5년 이하	0.516	0.602	0.608	0.646	0.663	0.646	0.652	0.686	0.714	0.737	0.766	0.824	0.830	0.898	1.000	0.811	0.647	0.116	0.000
10년 이하	0.399	0.479	0.476	0.511	0.525	0.523	0.535	0.570	0.586	0.621	0.633	0.693	0.732	0.775	0.811	1.000	0.690	0.081	0.000
10년 초과	0.461	0.477	0.500	0.501	0.509	0.512	0.506	0.525	0.555	0.579	0.581	0.609	0.628	0.636	0.647	0.690	1.000	0.059	0.000
대륙	0.202	0.107	0.142	0.148	0.191	0.241	0.355	0.363	0.367	0.308	0.261	0.217	0.189	0.275	0.116	0.081	0.059	1.000	0.285
성별	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.285	1.000

Count
Matrix

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.

First rows
Last rows

	대륙	국적	성별	1일	2일	3일	4일	5일	6_10일	11_20일	1개월 이하	2개월 이하	3개월 이하	6개월 이하	1년 이하	2년 이하	3년 이하	5년 이하	10년 이하	10년 초과
0	아시아주	일본	남성	11710	33533	25387	11603	5746	9547	4809	2181	3248	2858	2098	1417	763	1102	110	10	2
1	아시아주	일본	여성	11273	52023	44807	17261	7564	12877	5229	2376	2875	3165	6132	4554	2287	3891	860	76	15
2	아시아주	베트남	남성	5071	2320	10305	5212	2351	4654	2329	3040	2017	4386	4796	5421	5132	15987	8581	1587	739
3	아시아주	베트남	여성	3966	1943	13909	7559	3594	8638	4024	4352	3183	5524	6969	6714	7465	21528	10437	1439	280
4	아시아주	중국	남성	2309	2735	3154	2458	2020	6282	8336	3994	4444	4762	8011	10724	8585	13368	8494	1964	442
5	아시아주	중국	여성	800	1122	1850	1692	1579	5360	4346	2817	3907	4958	11666	12459	8917	13783	8082	1367	185
6	아시아주	싱가포르	남성	667	1308	2940	4904	5550	35158	10673	985	813	255	196	80	47	40	3	0	0
7	아시아주	싱가포르	여성	500	799	2381	5499	7569	51094	14814	1123	1014	292	318	173	74	72	14	0	0
8	아시아주	타이	남성	718	2959	8570	6946	5161	9458	1995	443	565	1071	468	1755	468	2314	5265	1812	130
9	아시아주	타이	여성	967	5487	16140	14047	10597	20882	4860	1283	1869	4485	1773	2339	1046	3423	4834	1415	77

	대륙	국적	성별	1일	2일	3일	4일	5일	6_10일	11_20일	1개월 이하	2개월 이하	3개월 이하	6개월 이하	1년 이하	2년 이하	3년 이하	5년 이하	10년 이하
391	아프리카주	세이셸	여성	0	0	0	2	0	7	0	1	0	0	0	0	0	0	0	0
392	아프리카주	에리트레아	남성	0	0	0	0	3	0	0	0	0	0	0	1	0	1	2	1
393	아프리카주	에리트레아	여성	0	0	0	0	1	0	0	0	0	0	0	3	0	1	1	0
394	아프리카주	남수단공화국	남성	0	0	0	0	1	2	0	0	0	0	0	2	0	8	0	0
395	아프리카주	지부티	남성	0	0	0	1	0	4	1	0	0	0	0	0	0	0	0	0
396	아프리카주	지부티	여성	0	0	0	1	1	0	0	0	0	0	1	1	0	0	0	0
397	아프리카주	상투메프린시페	남성	0	0	0	2	5	0	0	0	0	0	0	0	0	0	0	0
398	아프리카주	상투메프린시페	여성	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0
399	기타	기타	남성	80	61	66	66	55	137	61	22	19	9	22	11	3	8	7	0
400	기타	기타	여성	24	17	31	36	45	82	18	10	8	3	10	7	1	7	4	0

Overview

Variables

Common Values

Length

Common Values (Plot)

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

Hangul

ASCII

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample