Overview

Dataset statistics

Number of variables4
Number of observations423
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory14.6 KiB
Average record size in memory35.3 B

Variable types

Categorical2
Numeric2

Dataset

Description국내 체류중인 결혼이민자의 지역별 거주 현황을 월별로 제공*결혼이민자 : 국민과의 혼인관계를 바탕으로 국내에 체류하고 있는 외국인으로서, F-2-1(국민의배우자 구 체류자격), F-5-2(결혼이민 영주자격), F-6-1(국민의배우자), F-6-2(자녀양육), F-6-3(혼인단절) 체류자격 소지자** 귀화 등으로 한국국적을 취득한자(혼인귀화자)는 체류 외국인 통계에서 제외
Author법무부
URLhttps://www.data.go.kr/data/15100036/fileData.do

Alerts

결혼이민자수 is highly overall correlated with 거주지역High correlation
거주지역 is highly overall correlated with 결혼이민자수High correlation

Reproduction

Analysis started2024-04-06 08:17:40.947827
Analysis finished2024-04-06 08:17:42.350194
Duration1.4 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

년
Categorical

Distinct3
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Memory size3.4 KiB
2023
197 
2022
192 
2024
34 

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 (%)
2023 197
46.6%
2022 192
45.4%
2024 34
 
8.0%

Length

2024-04-06T17:17:42.532552image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-06T17:17:42.738095image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023 197
46.6%
2022 192
45.4%
2024 34
 
8.0%

월
Real number (ℝ)

Distinct12
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.1394799
Minimum1
Maximum12
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.8 KiB
2024-04-06T17:17:42.925720image/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 deviation3.5939558
Coefficient of variation (CV)0.5853844
Kurtosis-1.2968422
Mean6.1394799
Median Absolute Deviation (MAD)3
Skewness0.095246123
Sum2597
Variance12.916518
MonotonicityNot monotonic
2024-04-06T17:17:43.290560image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%)
1 49
11.6%
2 49
11.6%
8 33
7.8%
9 33
7.8%
10 33
7.8%
11 33
7.8%
12 33
7.8%
3 32
7.6%
4 32
7.6%
5 32
7.6%
Other values (2) 64
15.1%
ValueCountFrequency (%)
1 49
11.6%
2 49
11.6%
3 32
7.6%
4 32
7.6%
5 32
7.6%
6 32
7.6%
7 32
7.6%
8 33
7.8%
9 33
7.8%
10 33
7.8%
ValueCountFrequency (%)
12 33
7.8%
11 33
7.8%
10 33
7.8%
9 33
7.8%
8 33
7.8%
7 32
7.6%
6 32
7.6%
5 32
7.6%
4 32
7.6%
3 32
7.6%

거주지역
Categorical

HIGH CORRELATION 

Distinct17
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size3.4 KiB
경기
 
26
서울
 
26
인천
 
26
경남
 
26
충남
 
26
Other values (12)
293 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row경기
2nd row서울
3rd row인천
4th row경남
5th row충남

Common Values

ValueCountFrequency (%)
경기 26
 
6.1%
서울 26
 
6.1%
인천 26
 
6.1%
경남 26
 
6.1%
충남 26
 
6.1%
경북 26
 
6.1%
부산 26
 
6.1%
전남 26
 
6.1%
전북 26
 
6.1%
충북 26
 
6.1%
Other values (7) 163
38.5%

Length

2024-04-06T17:17:43.542392image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
경기 26
 
6.1%
충북 26
 
6.1%
제주 26
 
6.1%
울산 26
 
6.1%
대전 26
 
6.1%
광주 26
 
6.1%
강원 26
 
6.1%
대구 26
 
6.1%
전북 26
 
6.1%
서울 26
 
6.1%
Other values (7) 163
38.5%

결혼이민자수
Real number (ℝ)

HIGH CORRELATION 

Distinct402
Distinct (%)95.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean10429.586
Minimum873
Maximum54321
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.8 KiB
2024-04-06T17:17:43.895248image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum873
5-th percentile2935
Q13835.5
median6017
Q39995.5
95-th percentile51910.8
Maximum54321
Range53448
Interquartile range (IQR)6160

Descriptive statistics

Standard deviation12268.889
Coefficient of variation (CV)1.1763543
Kurtosis6.0473977
Mean10429.586
Median Absolute Deviation (MAD)2539
Skewness2.6171345
Sum4411715
Variance1.5052564 × 108
MonotonicityNot monotonic
2024-04-06T17:17:44.188870image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
3341 3
 
0.7%
5930 2
 
0.5%
3935 2
 
0.5%
3388 2
 
0.5%
9792 2
 
0.5%
3853 2
 
0.5%
5458 2
 
0.5%
3399 2
 
0.5%
3384 2
 
0.5%
2870 2
 
0.5%
Other values (392) 402
95.0%
ValueCountFrequency (%)
873 1
0.2%
876 2
0.5%
881 1
0.2%
883 1
0.2%
891 1
0.2%
897 1
0.2%
2837 1
0.2%
2844 1
0.2%
2852 1
0.2%
2858 1
0.2%
ValueCountFrequency (%)
54321 1
0.2%
54103 1
0.2%
53857 1
0.2%
53667 1
0.2%
53633 1
0.2%
53492 1
0.2%
53360 1
0.2%
53236 1
0.2%
53122 1
0.2%
52995 1
0.2%

Interactions

2024-04-06T17:17:41.555498image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-06T17:17:41.227677image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-06T17:17:41.724266image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-06T17:17:41.396375image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-04-06T17:17:44.395559image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
년월거주지역결혼이민자수
년1.0000.5090.0000.000
월0.5091.0000.0000.000
거주지역0.0000.0001.0000.971
결혼이민자수0.0000.0000.9711.000
2024-04-06T17:17:44.580037image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
년거주지역
년1.0000.000
거주지역0.0001.000
2024-04-06T17:17:44.886001image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
월결혼이민자수년거주지역
월1.000-0.0070.3530.000
결혼이민자수-0.0071.0000.0000.878
년0.3530.0001.0000.000
거주지역0.0000.8780.0001.000

Missing values

2024-04-06T17:17:42.059321image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-04-06T17:17:42.284104image/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

년월거주지역결혼이민자수
020221경기51461
120221서울27391
220221인천11577
320221경남10715
420221충남9748
520221경북7934
620221부산7389
720221전남6643
820221전북5981
920221충북5555
년월거주지역결혼이민자수
41320242전남6828
41420242전북6010
41520242대구5849
41620242충북5768
41720242강원4018
41820242광주3858
41920242대전3506
42020242울산3432
42120242제주3051
42220242세종897