Overview

Dataset statistics

Number of variables8
Number of observations25
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.7 KiB
Average record size in memory71.1 B

Variable types

Categorical4
DateTime2
Numeric2

Dataset

Description전북특별자치도 진안군 지역화폐 발행 및 이용현황에 대한 데이터입니다. 지역화폐명, 발행연도, 발행현황, 이용건수 등의 정보를 제공합니다.
Author전북특별자치도 진안군
URLhttps://www.data.go.kr/data/15101044/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(원) is highly overall correlated with 이용건수(결제건수)High correlation
이용건수(결제건수) is highly overall correlated with 발행현황(원)High correlation
발행연월 has unique valuesUnique
발행현황(원) has unique valuesUnique
이용건수(결제건수) has unique valuesUnique

Reproduction

Analysis started2024-03-14 21:02:52.983873
Analysis finished2024-03-14 21:02:55.439641
Duration2.46 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

시도명
Categorical

CONSTANT 

Distinct1
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size328.0 B
전북특별자치도
25 

Length

Max length7
Median length7
Mean length7
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
전북특별자치도 25
100.0%

Length

2024-03-15T06:02:55.703837image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-15T06:02:55.974230image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
전북특별자치도 25
100.0%

시군구
Categorical

CONSTANT 

Distinct1
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size328.0 B
진안군
25 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
진안군 25
100.0%

Length

2024-03-15T06:02:56.550906image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-15T06:02:56.943559image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
진안군 25
100.0%

지역화폐명
Categorical

CONSTANT 

Distinct1
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size328.0 B
진안고원행복상품권(카드형)
25 

Length

Max length14
Median length14
Mean length14
Min length14

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row진안고원행복상품권(카드형)
2nd row진안고원행복상품권(카드형)
3rd row진안고원행복상품권(카드형)
4th row진안고원행복상품권(카드형)
5th row진안고원행복상품권(카드형)

Common Values

ValueCountFrequency (%)
진안고원행복상품권(카드형) 25
100.0%

Length

2024-03-15T06:02:57.583756image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-15T06:02:57.910142image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
진안고원행복상품권(카드형 25
100.0%

발행연월
Date

UNIQUE 

Distinct25
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size328.0 B
Minimum2021-05-01 00:00:00
Maximum2023-05-01 00:00:00
2024-03-15T06:02:58.293164image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-15T06:02:58.689148image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=25)

발행현황(원)
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct25
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.966948 × 108
Minimum42965000
Maximum2.9323 × 108
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size353.0 B
2024-03-15T06:02:59.140268image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum42965000
5-th percentile82876000
Q11.1195 × 108
median2.38615 × 108
Q32.7718 × 108
95-th percentile2.87497 × 108
Maximum2.9323 × 108
Range2.50265 × 108
Interquartile range (IQR)1.6523 × 108

Descriptive statistics

Standard deviation85629406
Coefficient of variation (CV)0.43534148
Kurtosis-1.6336136
Mean1.966948 × 108
Median Absolute Deviation (MAD)49785000
Skewness-0.35943012
Sum4.91737 × 109
Variance7.3323951 × 1015
MonotonicityNot monotonic
2024-03-15T06:02:59.430006image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=25)
ValueCountFrequency (%)
42965000 1
 
4.0%
89520000 1
 
4.0%
288400000 1
 
4.0%
238615000 1
 
4.0%
275315000 1
 
4.0%
261445000 1
 
4.0%
283885000 1
 
4.0%
279005000 1
 
4.0%
277180000 1
 
4.0%
250030000 1
 
4.0%
Other values (15) 15
60.0%
ValueCountFrequency (%)
42965000 1
4.0%
81215000 1
4.0%
89520000 1
4.0%
92135000 1
4.0%
99160000 1
4.0%
100395000 1
4.0%
111950000 1
4.0%
117905000 1
4.0%
129650000 1
4.0%
132395000 1
4.0%
ValueCountFrequency (%)
293230000 1
4.0%
288400000 1
4.0%
283885000 1
4.0%
280470000 1
4.0%
279005000 1
4.0%
278340000 1
4.0%
277180000 1
4.0%
275315000 1
4.0%
264650000 1
4.0%
261445000 1
4.0%

이용건수(결제건수)
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct25
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5297.56
Minimum270
Maximum9124
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size353.0 B
2024-03-15T06:02:59.680955image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum270
5-th percentile2163
Q12945
median6564
Q37137
95-th percentile8264
Maximum9124
Range8854
Interquartile range (IQR)4192

Descriptive statistics

Standard deviation2525.6156
Coefficient of variation (CV)0.47675073
Kurtosis-1.3186977
Mean5297.56
Median Absolute Deviation (MAD)1656
Skewness-0.34658742
Sum132439
Variance6378734.1
MonotonicityNot monotonic
2024-03-15T06:03:00.048011image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=25)
ValueCountFrequency (%)
270 1
 
4.0%
2153 1
 
4.0%
9124 1
 
4.0%
6564 1
 
4.0%
8220 1
 
4.0%
7008 1
 
4.0%
6890 1
 
4.0%
6884 1
 
4.0%
7137 1
 
4.0%
7240 1
 
4.0%
Other values (15) 15
60.0%
ValueCountFrequency (%)
270 1
4.0%
2153 1
4.0%
2203 1
4.0%
2262 1
4.0%
2594 1
4.0%
2691 1
4.0%
2945 1
4.0%
2989 1
4.0%
3283 1
4.0%
3317 1
4.0%
ValueCountFrequency (%)
9124 1
4.0%
8275 1
4.0%
8220 1
4.0%
7665 1
4.0%
7516 1
4.0%
7240 1
4.0%
7137 1
4.0%
7114 1
4.0%
7008 1
4.0%
6934 1
4.0%

관리부서
Categorical

CONSTANT 

Distinct1
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size328.0 B
진안군청 농촌활력과
25 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row진안군청 농촌활력과
2nd row진안군청 농촌활력과
3rd row진안군청 농촌활력과
4th row진안군청 농촌활력과
5th row진안군청 농촌활력과

Common Values

ValueCountFrequency (%)
진안군청 농촌활력과 25
100.0%

Length

2024-03-15T06:03:00.252268image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-15T06:03:00.420812image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
진안군청 25
50.0%
농촌활력과 25
50.0%

데이터기준일자
Date

CONSTANT 

Distinct1
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size328.0 B
Minimum2023-06-19 00:00:00
Maximum2023-06-19 00:00:00
2024-03-15T06:03:00.668147image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-15T06:03:00.897357image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Interactions

2024-03-15T06:02:53.632406image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-15T06:02:53.182160image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-15T06:02:54.027940image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-15T06:02:53.426928image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-03-15T06:03:01.107360image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
발행연월발행현황(원)이용건수(결제건수)
발행연월1.0001.0001.000
발행현황(원)1.0001.0000.878
이용건수(결제건수)1.0000.8781.000
2024-03-15T06:03:01.258114image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
발행현황(원)이용건수(결제건수)
발행현황(원)1.0000.925
이용건수(결제건수)0.9251.000

Missing values

2024-03-15T06:02:54.438533image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-15T06:02:54.923494image/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

시도명시군구지역화폐명발행연월발행현황(원)이용건수(결제건수)관리부서데이터기준일자
0전북특별자치도진안군진안고원행복상품권(카드형)2021-0542965000270진안군청 농촌활력과2023-06-19
1전북특별자치도진안군진안고원행복상품권(카드형)2021-06895200002153진안군청 농촌활력과2023-06-19
2전북특별자치도진안군진안고원행복상품권(카드형)2021-07812150002203진안군청 농촌활력과2023-06-19
3전북특별자치도진안군진안고원행복상품권(카드형)2021-08991600002691진안군청 농촌활력과2023-06-19
4전북특별자치도진안군진안고원행복상품권(카드형)2021-091003950002262진안군청 농촌활력과2023-06-19
5전북특별자치도진안군진안고원행복상품권(카드형)2021-10921350002594진안군청 농촌활력과2023-06-19
6전북특별자치도진안군진안고원행복상품권(카드형)2021-111119500002989진안군청 농촌활력과2023-06-19
7전북특별자치도진안군진안고원행복상품권(카드형)2021-121179050002945진안군청 농촌활력과2023-06-19
8전북특별자치도진안군진안고원행복상품권(카드형)2022-011296500003283진안군청 농촌활력과2023-06-19
9전북특별자치도진안군진안고원행복상품권(카드형)2022-021323950003317진안군청 농촌활력과2023-06-19
시도명시군구지역화폐명발행연월발행현황(원)이용건수(결제건수)관리부서데이터기준일자
15전북특별자치도진안군진안고원행복상품권(카드형)2022-082932300008275진안군청 농촌활력과2023-06-19
16전북특별자치도진안군진안고원행복상품권(카드형)2022-092804700007516진안군청 농촌활력과2023-06-19
17전북특별자치도진안군진안고원행복상품권(카드형)2022-102500300007240진안군청 농촌활력과2023-06-19
18전북특별자치도진안군진안고원행복상품권(카드형)2022-112771800007137진안군청 농촌활력과2023-06-19
19전북특별자치도진안군진안고원행복상품권(카드형)2022-122790050006884진안군청 농촌활력과2023-06-19
20전북특별자치도진안군진안고원행복상품권(카드형)2023-012838850006890진안군청 농촌활력과2023-06-19
21전북특별자치도진안군진안고원행복상품권(카드형)2023-022614450007008진안군청 농촌활력과2023-06-19
22전북특별자치도진안군진안고원행복상품권(카드형)2023-032753150008220진안군청 농촌활력과2023-06-19
23전북특별자치도진안군진안고원행복상품권(카드형)2023-042386150006564진안군청 농촌활력과2023-06-19
24전북특별자치도진안군진안고원행복상품권(카드형)2023-052884000009124진안군청 농촌활력과2023-06-19