Overview

Dataset statistics

Number of variables3
Number of observations28
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory860.0 B
Average record size in memory30.7 B

Variable types

Numeric2
Categorical1

Dataset

Description제주특별자치도 합계 출산율 정보 데이터로, 1993~2020년까지 제주특별자치도 내 합계 출산율을 제공합니다.
Author제주특별자치도
URLhttps://www.data.go.kr/data/15096650/fileData.do

Alerts

시도 has constant value ""Constant
연도 is highly overall correlated with 합계 출산율High correlation
합계 출산율 is highly overall correlated with 연도High correlation
연도 has unique valuesUnique
합계 출산율 has unique valuesUnique

Reproduction

Analysis started2023-12-12 12:21:04.109104
Analysis finished2023-12-12 12:21:04.770350
Duration0.66 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연도
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct28
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2006.5
Minimum1993
Maximum2020
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size384.0 B
2023-12-12T21:21:04.847821image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1993
5-th percentile1994.35
Q11999.75
median2006.5
Q32013.25
95-th percentile2018.65
Maximum2020
Range27
Interquartile range (IQR)13.5

Descriptive statistics

Standard deviation8.2259751
Coefficient of variation (CV)0.0040996637
Kurtosis-1.2
Mean2006.5
Median Absolute Deviation (MAD)7
Skewness0
Sum56182
Variance67.666667
MonotonicityStrictly decreasing
2023-12-12T21:21:05.385400image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=28)
ValueCountFrequency (%)
2020 1
 
3.6%
2005 1
 
3.6%
1993 1
 
3.6%
1994 1
 
3.6%
1995 1
 
3.6%
1996 1
 
3.6%
1997 1
 
3.6%
1998 1
 
3.6%
1999 1
 
3.6%
2000 1
 
3.6%
Other values (18) 18
64.3%
ValueCountFrequency (%)
1993 1
3.6%
1994 1
3.6%
1995 1
3.6%
1996 1
3.6%
1997 1
3.6%
1998 1
3.6%
1999 1
3.6%
2000 1
3.6%
2001 1
3.6%
2002 1
3.6%
ValueCountFrequency (%)
2020 1
3.6%
2019 1
3.6%
2018 1
3.6%
2017 1
3.6%
2016 1
3.6%
2015 1
3.6%
2014 1
3.6%
2013 1
3.6%
2012 1
3.6%
2011 1
3.6%

시도
Categorical

CONSTANT 

Distinct1
Distinct (%)3.6%
Missing0
Missing (%)0.0%
Memory size356.0 B
제주특별자치도
28 

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 28
100.0%

Length

2023-12-12T21:21:05.542502image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T21:21:05.676910image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
제주특별자치도 28
100.0%

합계 출산율
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct28
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.4973929
Minimum1.021
Maximum1.867
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size384.0 B
2023-12-12T21:21:05.797717image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1.021
5-th percentile1.17125
Q11.3765
median1.47
Q31.64975
95-th percentile1.84035
Maximum1.867
Range0.846
Interquartile range (IQR)0.27325

Descriptive statistics

Standard deviation0.215099
Coefficient of variation (CV)0.14364901
Kurtosis-0.30733917
Mean1.4973929
Median Absolute Deviation (MAD)0.1165
Skewness0.026864011
Sum41.927
Variance0.046267581
MonotonicityNot monotonic
2023-12-12T21:21:05.950525image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=28)
ValueCountFrequency (%)
1.021 1
 
3.6%
1.31 1
 
3.6%
1.847 1
 
3.6%
1.867 1
 
3.6%
1.828 1
 
3.6%
1.782 1
 
3.6%
1.761 1
 
3.6%
1.661 1
 
3.6%
1.646 1
 
3.6%
1.783 1
 
3.6%
Other values (18) 18
64.3%
ValueCountFrequency (%)
1.021 1
3.6%
1.145 1
3.6%
1.22 1
3.6%
1.305 1
3.6%
1.31 1
3.6%
1.365 1
3.6%
1.372 1
3.6%
1.378 1
3.6%
1.386 1
3.6%
1.394 1
3.6%
ValueCountFrequency (%)
1.867 1
3.6%
1.847 1
3.6%
1.828 1
3.6%
1.783 1
3.6%
1.782 1
3.6%
1.761 1
3.6%
1.661 1
3.6%
1.646 1
3.6%
1.598 1
3.6%
1.564 1
3.6%

Interactions

2023-12-12T21:21:04.372612image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T21:21:04.181115image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T21:21:04.478219image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T21:21:04.288283image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T21:21:06.073045image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연도합계 출산율
연도1.0000.778
합계 출산율0.7781.000
2023-12-12T21:21:06.178709image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연도합계 출산율
연도1.000-0.759
합계 출산율-0.7591.000

Missing values

2023-12-12T21:21:04.622256image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T21:21:04.724110image/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

연도시도합계 출산율
02020제주특별자치도1.021
12019제주특별자치도1.145
22018제주특별자치도1.22
32017제주특별자치도1.305
42016제주특별자치도1.432
52015제주특별자치도1.477
62014제주특별자치도1.481
72013제주특별자치도1.427
82012제주특별자치도1.598
92011제주특별자치도1.487
연도시도합계 출산율
182002제주특별자치도1.394
192001제주특별자치도1.564
202000제주특별자치도1.783
211999제주특별자치도1.646
221998제주특별자치도1.661
231997제주특별자치도1.761
241996제주특별자치도1.782
251995제주특별자치도1.828
261994제주특별자치도1.867
271993제주특별자치도1.847