Overview

Dataset statistics

Number of variables4
Number of observations312
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory10.8 KiB
Average record size in memory35.4 B

Variable types

Categorical2
Numeric2

Dataset

Description국내 체류중인 외국국적동포의 국적(지역)별 수를 월별로 제공*외국국적동포 : 재외동포의 출입국과 법적지위에 관한 법률 제2조에 따라 대한민국의 국적을 보유하였던 자(대한민국정부 수립 전에 국외로 이주한 동포 포함) 또는 그 직계비속으로서 외국국적을 취득한 자 중 대통령령으로 정하는 자
Author법무부
URLhttps://www.data.go.kr/data/15100041/fileData.do

Alerts

외국국적동포 수 is highly overall correlated with 국적High correlation
국적 is highly overall correlated with 외국국적동포 수High correlation

Reproduction

Analysis started2024-04-06 08:21:41.211714
Analysis finished2024-04-06 08:21:42.880427
Duration1.67 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

년
Categorical

Distinct3
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size2.6 KiB
2022
144 
2023
144 
2024
24 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2022
2nd row2022
3rd row2022
4th row2022
5th row2022

Common Values

ValueCountFrequency (%)
2022 144
46.2%
2023 144
46.2%
2024 24
 
7.7%

Length

2024-04-06T17:21:43.036577image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-06T17:21:43.262684image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2022 144
46.2%
2023 144
46.2%
2024 24
 
7.7%

월
Real number (ℝ)

Distinct12
Distinct (%)3.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.1153846
Minimum1
Maximum12
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size2.9 KiB
2024-04-06T17:21:43.452214image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q13
median6
Q39
95-th percentile12
Maximum12
Range11
Interquartile range (IQR)6

Descriptive statistics

Standard deviation3.5826691
Coefficient of variation (CV)0.58584527
Kurtosis-1.2853448
Mean6.1153846
Median Absolute Deviation (MAD)3
Skewness0.1079346
Sum1908
Variance12.835518
MonotonicityNot monotonic
2024-04-06T17:21:43.744807image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%)
1 36
11.5%
2 36
11.5%
3 24
7.7%
4 24
7.7%
5 24
7.7%
6 24
7.7%
7 24
7.7%
8 24
7.7%
9 24
7.7%
10 24
7.7%
Other values (2) 48
15.4%
ValueCountFrequency (%)
1 36
11.5%
2 36
11.5%
3 24
7.7%
4 24
7.7%
5 24
7.7%
6 24
7.7%
7 24
7.7%
8 24
7.7%
9 24
7.7%
10 24
7.7%
ValueCountFrequency (%)
12 24
7.7%
11 24
7.7%
10 24
7.7%
9 24
7.7%
8 24
7.7%
7 24
7.7%
6 24
7.7%
5 24
7.7%
4 24
7.7%
3 24
7.7%

국적
Categorical

HIGH CORRELATION 

Distinct12
Distinct (%)3.8%
Missing0
Missing (%)0.0%
Memory size2.6 KiB
중국
26 
미국
26 
우즈베키스탄
26 
러시아
26 
캐나다
26 
Other values (7)
182 

Length

Max length7
Median length5.5
Mean length4.25
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row중국
2nd row미국
3rd row우즈베키스탄
4th row러시아
5th row캐나다

Common Values

ValueCountFrequency (%)
중국 26
8.3%
미국 26
8.3%
우즈베키스탄 26
8.3%
러시아 26
8.3%
캐나다 26
8.3%
카자흐스탄 26
8.3%
오스트레일리아 26
8.3%
키르기즈 26
8.3%
우크라이나 26
8.3%
타지키스탄 26
8.3%
Other values (2) 52
16.7%

Length

2024-04-06T17:21:44.013832image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
중국 26
8.3%
미국 26
8.3%
우즈베키스탄 26
8.3%
러시아 26
8.3%
캐나다 26
8.3%
카자흐스탄 26
8.3%
오스트레일리아 26
8.3%
키르기즈 26
8.3%
우크라이나 26
8.3%
타지키스탄 26
8.3%
Other values (2) 52
16.7%

외국국적동포 수
Real number (ℝ)

HIGH CORRELATION 

Distinct301
Distinct (%)96.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean67578.737
Minimum249
Maximum665175
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size2.9 KiB
2024-04-06T17:21:44.300129image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum249
5-th percentile357
Q13471.25
median10812
Q336906.75
95-th percentile625344.2
Maximum665175
Range664926
Interquartile range (IQR)33435.5

Descriptive statistics

Standard deviation172128.77
Coefficient of variation (CV)2.5470847
Kurtosis7.0948856
Mean67578.737
Median Absolute Deviation (MAD)10355
Skewness2.9901067
Sum21084566
Variance2.9628312 × 1010
MonotonicityNot monotonic
2024-04-06T17:21:44.580848image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
257 3
 
1.0%
426 3
 
1.0%
357 2
 
0.6%
418 2
 
0.6%
373 2
 
0.6%
472 2
 
0.6%
422 2
 
0.6%
318 2
 
0.6%
363 2
 
0.6%
415 1
 
0.3%
Other values (291) 291
93.3%
ValueCountFrequency (%)
249 1
 
0.3%
254 1
 
0.3%
256 1
 
0.3%
257 3
1.0%
259 1
 
0.3%
269 1
 
0.3%
276 1
 
0.3%
303 1
 
0.3%
318 2
0.6%
331 1
 
0.3%
ValueCountFrequency (%)
665175 1
0.3%
658225 1
0.3%
657484 1
0.3%
656142 1
0.3%
654131 1
0.3%
652871 1
0.3%
650063 1
0.3%
646465 1
0.3%
643767 1
0.3%
639696 1
0.3%

Interactions

2024-04-06T17:21:42.139949image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-06T17:21:41.746655image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-06T17:21:42.338527image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-06T17:21:41.963528image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-04-06T17:21:44.771428image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
년월국적외국국적동포 수
년1.0000.4880.0000.000
월0.4881.0000.0000.000
국적0.0000.0001.0001.000
외국국적동포 수0.0000.0001.0001.000
2024-04-06T17:21:44.971496image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
년국적
년1.0000.000
국적0.0001.000
2024-04-06T17:21:45.156940image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
월외국국적동포 수년국적
월1.0000.0310.3330.000
외국국적동포 수0.0311.0000.0000.984
년0.3330.0001.0000.000
국적0.0000.9840.0001.000

Missing values

2024-04-06T17:21:42.626690image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-04-06T17:21:42.807894image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

년월국적외국국적동포 수
020221중국626068
120221미국43241
220221우즈베키스탄32053
320221러시아27638
420221캐나다16749
520221카자흐스탄13866
620221오스트레일리아4238
720221키르기즈2756
820221우크라이나2366
920221타지키스탄318
년월국적외국국적동포 수
30220242우즈베키스탄43253
30320242러시아38231
30420242캐나다17863
30520242카자흐스탄22481
30620242오스트레일리아5475
30720242키르기즈4141
30820242우크라이나3441
30920242타지키스탄472
31020242투르크메니스탄478
31120242기타7758