Overview

Dataset statistics

Number of variables9
Number of observations24
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.9 KiB
Average record size in memory81.5 B

Variable types

Categorical6
Numeric3

Dataset

Description전라북도 정읍시에서 제공하는 지역화폐 발행이용현황중(시도명, 시군구, 지역화폐명, 발행년도, 발행월, 발행현황, 이용건수, 관리부서)등의 정보를 제공합니다.
Author전라북도 정읍시
URLhttps://www.data.go.kr/data/15100656/fileData.do

Alerts

시도명 has constant value ""Constant
시군구 has constant value ""Constant
지역화폐명 has constant value ""Constant
관리부서 has constant value ""Constant
데이터기준일자 has constant value ""Constant
발행현황 단위백만원 is highly overall correlated with 발행년도High correlation
발행년도 is highly overall correlated with 발행현황 단위백만원High correlation
발행현황 단위백만원 has unique valuesUnique
이용건수 has unique valuesUnique
발행현황 단위백만원 has 1 (4.2%) zerosZeros

Reproduction

Analysis started2023-12-12 09:42:10.684953
Analysis finished2023-12-12 09:42:12.335265
Duration1.65 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

시도명
Categorical

CONSTANT 

Distinct1
Distinct (%)4.2%
Missing0
Missing (%)0.0%
Memory size324.0 B
전라북도
24 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
전라북도 24
100.0%

Length

2023-12-12T18:42:12.406596image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T18:42:12.516609image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
전라북도 24
100.0%

시군구
Categorical

CONSTANT 

Distinct1
Distinct (%)4.2%
Missing0
Missing (%)0.0%
Memory size324.0 B
정읍시
24 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
정읍시 24
100.0%

Length

2023-12-12T18:42:12.613884image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T18:42:12.700082image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
정읍시 24
100.0%

지역화폐명
Categorical

CONSTANT 

Distinct1
Distinct (%)4.2%
Missing0
Missing (%)0.0%
Memory size324.0 B
정향누리상품권
24 

Length

Max length7
Median length7
Mean length7
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
정향누리상품권 24
100.0%

Length

2023-12-12T18:42:12.796587image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T18:42:12.899450image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
정향누리상품권 24
100.0%

발행년도
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)12.5%
Missing0
Missing (%)0.0%
Memory size324.0 B
2021
12 
2020
7 
2022
5 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2020
2nd row2020
3rd row2020
4th row2020
5th row2020

Common Values

ValueCountFrequency (%)
2021 12
50.0%
2020 7
29.2%
2022 5
20.8%

Length

2023-12-12T18:42:12.984007image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T18:42:13.065797image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2021 12
50.0%
2020 7
29.2%
2022 5
20.8%

발행월
Real number (ℝ)

Distinct12
Distinct (%)50.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.5
Minimum1
Maximum12
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size348.0 B
2023-12-12T18:42:13.146945image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1.15
Q13.75
median6.5
Q39.25
95-th percentile11.85
Maximum12
Range11
Interquartile range (IQR)5.5

Descriptive statistics

Standard deviation3.5262987
Coefficient of variation (CV)0.54250749
Kurtosis-1.2156934
Mean6.5
Median Absolute Deviation (MAD)3
Skewness0
Sum156
Variance12.434783
MonotonicityNot monotonic
2023-12-12T18:42:13.238735image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%)
6 2
8.3%
7 2
8.3%
8 2
8.3%
9 2
8.3%
10 2
8.3%
11 2
8.3%
12 2
8.3%
1 2
8.3%
2 2
8.3%
3 2
8.3%
Other values (2) 4
16.7%
ValueCountFrequency (%)
1 2
8.3%
2 2
8.3%
3 2
8.3%
4 2
8.3%
5 2
8.3%
6 2
8.3%
7 2
8.3%
8 2
8.3%
9 2
8.3%
10 2
8.3%
ValueCountFrequency (%)
12 2
8.3%
11 2
8.3%
10 2
8.3%
9 2
8.3%
8 2
8.3%
7 2
8.3%
6 2
8.3%
5 2
8.3%
4 2
8.3%
3 2
8.3%

발행현황 단위백만원
Real number (ℝ)

HIGH CORRELATION  UNIQUE  ZEROS 

Distinct24
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean11307.417
Minimum0
Maximum67254
Zeros1
Zeros (%)4.2%
Negative0
Negative (%)0.0%
Memory size348.0 B
2023-12-12T18:42:13.333074image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2591.8
Q13561.5
median4189
Q312127.5
95-th percentile40242.1
Maximum67254
Range67254
Interquartile range (IQR)8566

Descriptive statistics

Standard deviation15870.94
Coefficient of variation (CV)1.4035867
Kurtosis6.3563401
Mean11307.417
Median Absolute Deviation (MAD)756.5
Skewness2.4837981
Sum271378
Variance2.5188672 × 108
MonotonicityNot monotonic
2023-12-12T18:42:13.455997image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=24)
ValueCountFrequency (%)
11393 1
 
4.2%
3248 1
 
4.2%
4869 1
 
4.2%
4552 1
 
4.2%
4348 1
 
4.2%
4007 1
 
4.2%
4778 1
 
4.2%
0 1
 
4.2%
2476 1
 
4.2%
3309 1
 
4.2%
Other values (14) 14
58.3%
ValueCountFrequency (%)
0 1
4.2%
2476 1
4.2%
3248 1
4.2%
3309 1
4.2%
3356 1
4.2%
3554 1
4.2%
3564 1
4.2%
3859 1
4.2%
3871 1
4.2%
3968 1
4.2%
ValueCountFrequency (%)
67254 1
4.2%
41197 1
4.2%
34831 1
4.2%
24887 1
4.2%
14931 1
4.2%
14331 1
4.2%
11393 1
4.2%
4869 1
4.2%
4778 1
4.2%
4765 1
4.2%

이용건수
Real number (ℝ)

UNIQUE 

Distinct24
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean108415.58
Minimum36369
Maximum168825
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size348.0 B
2023-12-12T18:42:13.567278image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum36369
5-th percentile52747.45
Q182347.25
median114012
Q3128959.75
95-th percentile161241.95
Maximum168825
Range132456
Interquartile range (IQR)46612.5

Descriptive statistics

Standard deviation35142.423
Coefficient of variation (CV)0.32414549
Kurtosis-0.4933041
Mean108415.58
Median Absolute Deviation (MAD)19225
Skewness-0.3450051
Sum2601974
Variance1.2349899 × 109
MonotonicityNot monotonic
2023-12-12T18:42:13.685070image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=24)
ValueCountFrequency (%)
36369 1
 
4.2%
118437 1
 
4.2%
168825 1
 
4.2%
163079 1
 
4.2%
150832 1
 
4.2%
108063 1
 
4.2%
124918 1
 
4.2%
64333 1
 
4.2%
128366 1
 
4.2%
145957 1
 
4.2%
Other values (14) 14
58.3%
ValueCountFrequency (%)
36369 1
4.2%
51193 1
4.2%
61556 1
4.2%
64318 1
4.2%
64333 1
4.2%
81634 1
4.2%
82585 1
4.2%
93808 1
4.2%
108063 1
4.2%
109321 1
4.2%
ValueCountFrequency (%)
168825 1
4.2%
163079 1
4.2%
150832 1
4.2%
145957 1
4.2%
132258 1
4.2%
130741 1
4.2%
128366 1
4.2%
125024 1
4.2%
124918 1
4.2%
122964 1
4.2%

관리부서
Categorical

CONSTANT 

Distinct1
Distinct (%)4.2%
Missing0
Missing (%)0.0%
Memory size324.0 B
정읍시 지역경제과
24 

Length

Max length9
Median length9
Mean length9
Min length9

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row정읍시 지역경제과
2nd row정읍시 지역경제과
3rd row정읍시 지역경제과
4th row정읍시 지역경제과
5th row정읍시 지역경제과

Common Values

ValueCountFrequency (%)
정읍시 지역경제과 24
100.0%

Length

2023-12-12T18:42:13.812563image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T18:42:13.896652image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
정읍시 24
50.0%
지역경제과 24
50.0%

데이터기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)4.2%
Missing0
Missing (%)0.0%
Memory size324.0 B
2022-06-02
24 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2022-06-02
2nd row2022-06-02
3rd row2022-06-02
4th row2022-06-02
5th row2022-06-02

Common Values

ValueCountFrequency (%)
2022-06-02 24
100.0%

Length

2023-12-12T18:42:14.026477image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T18:42:14.162490image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2022-06-02 24
100.0%

Interactions

2023-12-12T18:42:11.515251image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:42:10.860421image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:42:11.177004image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:42:11.606410image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:42:10.961609image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:42:11.289705image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:42:11.707066image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:42:11.079783image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:42:11.401519image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T18:42:14.222955image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
발행년도발행월발행현황 단위백만원이용건수
발행년도1.0000.0000.6710.744
발행월0.0001.0000.2120.378
발행현황 단위백만원0.6710.2121.0000.674
이용건수0.7440.3780.6741.000
2023-12-12T18:42:14.327566image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
발행월발행현황 단위백만원이용건수발행년도
발행월1.0000.051-0.1190.000
발행현황 단위백만원0.0511.000-0.2660.512
이용건수-0.119-0.2661.0000.351
발행년도0.0000.5120.3511.000

Missing values

2023-12-12T18:42:12.140504image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T18:42:12.281231image/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

시도명시군구지역화폐명발행년도발행월발행현황 단위백만원이용건수관리부서데이터기준일자
0전라북도정읍시정향누리상품권202061139336369정읍시 지역경제과2022-06-02
1전라북도정읍시정향누리상품권202071433151193정읍시 지역경제과2022-06-02
2전라북도정읍시정향누리상품권202081493164318정읍시 지역경제과2022-06-02
3전라북도정읍시정향누리상품권202093483193808정읍시 지역경제과2022-06-02
4전라북도정읍시정향누리상품권20201067254117369정읍시 지역경제과2022-06-02
5전라북도정읍시정향누리상품권20201141197109369정읍시 지역경제과2022-06-02
6전라북도정읍시정향누리상품권2020122488761556정읍시 지역경제과2022-06-02
7전라북도정읍시정향누리상품권20211403081634정읍시 지역경제과2022-06-02
8전라북도정읍시정향누리상품권20212355482585정읍시 지역경제과2022-06-02
9전라북도정읍시정향누리상품권202133871110655정읍시 지역경제과2022-06-02
시도명시군구지역화폐명발행년도발행월발행현황 단위백만원이용건수관리부서데이터기준일자
14전라북도정읍시정향누리상품권202183564125024정읍시 지역경제과2022-06-02
15전라북도정읍시정향누리상품권202193356130741정읍시 지역경제과2022-06-02
16전라북도정읍시정향누리상품권2021103309145957정읍시 지역경제과2022-06-02
17전라북도정읍시정향누리상품권2021112476128366정읍시 지역경제과2022-06-02
18전라북도정읍시정향누리상품권202112064333정읍시 지역경제과2022-06-02
19전라북도정읍시정향누리상품권202214778124918정읍시 지역경제과2022-06-02
20전라북도정읍시정향누리상품권202224007108063정읍시 지역경제과2022-06-02
21전라북도정읍시정향누리상품권202234348150832정읍시 지역경제과2022-06-02
22전라북도정읍시정향누리상품권202244552163079정읍시 지역경제과2022-06-02
23전라북도정읍시정향누리상품권202254869168825정읍시 지역경제과2022-06-02