Overview

Dataset statistics

Number of variables4
Number of observations88
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory3.1 KiB
Average record size in memory35.5 B

Variable types

Numeric2
Categorical2

Dataset

Description제주특별자치도 인구 이동 정보 데이터로, 제주특별자치도를 기준으로 2010년에서 2020년까지 연도 및 인구 이동 구분에 따른 이동자 수 정보를 제공합니다.
Author제주특별자치도
URLhttps://www.data.go.kr/data/15096907/fileData.do

Alerts

시도 has constant value ""Constant
이동자 수(명) is highly overall correlated with 구분High correlation
구분 is highly overall correlated with 이동자 수(명)High correlation

Reproduction

Analysis started2023-12-12 17:57:17.305329
Analysis finished2023-12-12 17:57:18.245073
Duration0.94 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연도
Real number (ℝ)

Distinct11
Distinct (%)12.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2015
Minimum2010
Maximum2020
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size924.0 B
2023-12-13T02:57:18.305323image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2010
5-th percentile2010
Q12012
median2015
Q32018
95-th percentile2020
Maximum2020
Range10
Interquartile range (IQR)6

Descriptive statistics

Standard deviation3.1803997
Coefficient of variation (CV)0.0015783622
Kurtosis-1.2208564
Mean2015
Median Absolute Deviation (MAD)3
Skewness0
Sum177320
Variance10.114943
MonotonicityIncreasing
2023-12-13T02:57:18.445347image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=11)
ValueCountFrequency (%)
2010 8
9.1%
2011 8
9.1%
2012 8
9.1%
2013 8
9.1%
2014 8
9.1%
2015 8
9.1%
2016 8
9.1%
2017 8
9.1%
2018 8
9.1%
2019 8
9.1%
ValueCountFrequency (%)
2010 8
9.1%
2011 8
9.1%
2012 8
9.1%
2013 8
9.1%
2014 8
9.1%
2015 8
9.1%
2016 8
9.1%
2017 8
9.1%
2018 8
9.1%
2019 8
9.1%
ValueCountFrequency (%)
2020 8
9.1%
2019 8
9.1%
2018 8
9.1%
2017 8
9.1%
2016 8
9.1%
2015 8
9.1%
2014 8
9.1%
2013 8
9.1%
2012 8
9.1%
2011 8
9.1%

시도
Categorical

CONSTANT 

Distinct1
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Memory size836.0 B
제주특별자치도
88 

Length

Max length7
Median length7
Mean length7
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
제주특별자치도 88
100.0%

Length

2023-12-13T02:57:18.563394image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T02:57:18.671602image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
제주특별자치도 88
100.0%

구분
Categorical

HIGH CORRELATION 

Distinct8
Distinct (%)9.1%
Missing0
Missing (%)0.0%
Memory size836.0 B
총전입
11 
총전출
11 
순이동
11 
시도내이동-시군구내
11 
시도내이동-시군구간 전입
11 
Other values (3)
33 

Length

Max length13
Median length10
Mean length6.875
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row총전입
2nd row총전출
3rd row순이동
4th row시도내이동-시군구내
5th row시도내이동-시군구간 전입

Common Values

ValueCountFrequency (%)
총전입 11
12.5%
총전출 11
12.5%
순이동 11
12.5%
시도내이동-시군구내 11
12.5%
시도내이동-시군구간 전입 11
12.5%
시도내이동-시군구간 전출 11
12.5%
시도간전입 11
12.5%
시도간전출 11
12.5%

Length

2023-12-13T02:57:18.794449image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T02:57:18.986909image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
시도내이동-시군구간 22
20.0%
총전입 11
10.0%
총전출 11
10.0%
순이동 11
10.0%
시도내이동-시군구내 11
10.0%
전입 11
10.0%
전출 11
10.0%
시도간전입 11
10.0%
시도간전출 11
10.0%

이동자 수(명)
Real number (ℝ)

HIGH CORRELATION 

Distinct77
Distinct (%)87.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean39288.193
Minimum437
Maximum106825
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size924.0 B
2023-12-13T02:57:19.204790image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum437
5-th percentile5849.35
Q19151
median27995.5
Q361626
95-th percentile96799.15
Maximum106825
Range106388
Interquartile range (IQR)52475

Descriptive statistics

Standard deviation32943.603
Coefficient of variation (CV)0.83851154
Kurtosis-0.97385777
Mean39288.193
Median Absolute Deviation (MAD)19481.5
Skewness0.67978742
Sum3457361
Variance1.085281 × 109
MonotonicityNot monotonic
2023-12-13T02:57:19.408276image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
8514 2
 
2.3%
8582 2
 
2.3%
9623 2
 
2.3%
8138 2
 
2.3%
9685 2
 
2.3%
9069 2
 
2.3%
8663 2
 
2.3%
9151 2
 
2.3%
9363 2
 
2.3%
8431 2
 
2.3%
Other values (67) 68
77.3%
ValueCountFrequency (%)
437 1
1.1%
2343 1
1.1%
2936 1
1.1%
3378 1
1.1%
4876 1
1.1%
7657 2
2.3%
7823 1
1.1%
8138 2
2.3%
8431 2
2.3%
8514 2
2.3%
ValueCountFrequency (%)
106825 1
1.1%
105027 1
1.1%
104202 1
1.1%
98114 1
1.1%
97580 1
1.1%
95349 1
1.1%
94966 1
1.1%
94736 1
1.1%
92508 1
1.1%
92193 1
1.1%

Interactions

2023-12-13T02:57:17.573046image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:57:17.395580image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:57:17.664422image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T02:57:17.486278image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T02:57:19.551208image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연도구분이동자 수(명)
연도1.0000.0000.000
구분0.0001.0000.880
이동자 수(명)0.0000.8801.000
2023-12-13T02:57:19.676339image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연도이동자 수(명)구분
연도1.0000.1690.000
이동자 수(명)0.1691.0000.672
구분0.0000.6721.000

Missing values

2023-12-13T02:57:18.121196image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T02:57:18.208999image/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

연도시도구분이동자 수(명)
02010제주특별자치도총전입77224
12010제주특별자치도총전출76787
22010제주특별자치도순이동437
32010제주특별자치도시도내이동-시군구내47076
42010제주특별자치도시도내이동-시군구간 전입8431
52010제주특별자치도시도내이동-시군구간 전출8431
62010제주특별자치도시도간전입21717
72010제주특별자치도시도간전출21280
82011제주특별자치도총전입82708
92011제주특별자치도총전출80365
연도시도구분이동자 수(명)
782019제주특별자치도시도간전입35158
792019제주특별자치도시도간전출32222
802020제주특별자치도총전입98114
812020제주특별자치도총전출94736
822020제주특별자치도순이동3378
832020제주특별자치도시도내이동-시군구내52035
842020제주특별자치도시도내이동-시군구간 전입9363
852020제주특별자치도시도내이동-시군구간 전출9363
862020제주특별자치도시도간전입36716
872020제주특별자치도시도간전출33338