Overview

Dataset statistics

Number of variables3
Number of observations268
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory6.7 KiB
Average record size in memory25.5 B

Variable types

DateTime1
Categorical1
Numeric1

Dataset

Description제주특별자치도 실업률 정보 데이터로, 1999년 6월~2021년 9월 제주특별자치도 내 실업률을 제공합니다.
Author제주특별자치도
URLhttps://www.data.go.kr/data/15096652/fileData.do

Alerts

시도 has constant value ""Constant
연월 has unique valuesUnique

Reproduction

Analysis started2023-12-12 08:49:22.647811
Analysis finished2023-12-12 08:49:22.927108
Duration0.28 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연월
Date

UNIQUE 

Distinct268
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size2.2 KiB
Minimum1999-06-01 00:00:00
Maximum2021-09-01 00:00:00
2023-12-12T17:49:23.007669image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T17:49:23.171927image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

시도
Categorical

CONSTANT 

Distinct1
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Memory size2.2 KiB
제주도
268 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
제주도 268
100.0%

Length

2023-12-12T17:49:23.312070image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T17:49:23.397698image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
제주도 268
100.0%

실업률
Real number (ℝ)

Distinct35
Distinct (%)13.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.1376866
Minimum0.8
Maximum5.2
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size2.5 KiB
2023-12-12T17:49:23.551470image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0.8
5-th percentile1.3
Q11.7
median2.1
Q32.5
95-th percentile3.265
Maximum5.2
Range4.4
Interquartile range (IQR)0.8

Descriptive statistics

Standard deviation0.64019357
Coefficient of variation (CV)0.29947963
Kurtosis2.2708836
Mean2.1376866
Median Absolute Deviation (MAD)0.4
Skewness1.0646804
Sum572.9
Variance0.40984781
MonotonicityNot monotonic
2023-12-12T17:49:23.721326image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=35)
ValueCountFrequency (%)
1.9 23
 
8.6%
1.8 23
 
8.6%
2.1 21
 
7.8%
1.6 19
 
7.1%
2.2 18
 
6.7%
1.7 17
 
6.3%
2.4 14
 
5.2%
1.5 12
 
4.5%
2.0 12
 
4.5%
2.6 12
 
4.5%
Other values (25) 97
36.2%
ValueCountFrequency (%)
0.8 2
 
0.7%
0.9 1
 
0.4%
1.0 1
 
0.4%
1.1 2
 
0.7%
1.2 4
 
1.5%
1.3 10
3.7%
1.4 7
 
2.6%
1.5 12
4.5%
1.6 19
7.1%
1.7 17
6.3%
ValueCountFrequency (%)
5.2 1
0.4%
4.4 1
0.4%
4.0 2
0.7%
3.9 2
0.7%
3.8 1
0.4%
3.7 1
0.4%
3.6 2
0.7%
3.5 2
0.7%
3.4 1
0.4%
3.3 1
0.4%

Interactions

2023-12-12T17:49:22.696571image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Missing values

2023-12-12T17:49:22.799515image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T17:49:22.896137image/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

연월시도실업률
01999-06제주도4.0
11999-07제주도4.4
21999-08제주도3.6
31999-09제주도3.5
41999-10제주도3.1
51999-11제주도2.3
61999-12제주도2.9
72000-01제주도3.3
82000-02제주도3.8
92000-03제주도3.7
연월시도실업률
2582020-12제주도2.3
2592021-01제주도5.2
2602021-02제주도3.9
2612021-03제주도2.9
2622021-04제주도3.9
2632021-05제주도3.0
2642021-06제주도3.2
2652021-07제주도3.6
2662021-08제주도1.9
2672021-09제주도2.3