Overview

Dataset statistics

Number of variables7
Number of observations42
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.5 KiB
Average record size in memory61.1 B

Variable types

Categorical5
Numeric2

Dataset

Description강원특별자치도 춘천시 쓰레기 수거현황 데이터로 시도명, 시군구명, 권역명, 권역별 쓰레기 수거에 소요되는 시간, 연간 총비용을 담고 있음
Author강원특별자치도 춘천시
URLhttps://www.data.go.kr/data/15003365/fileData.do

Alerts

시도명 has constant value ""Constant
시군구명 has constant value ""Constant
소요시간 has constant value ""Constant
데이터기준일자 has constant value ""Constant
해당연도 is highly overall correlated with 연간소요비용 High correlation
연간소요비용 is highly overall correlated with 해당연도High correlation
연간소요비용 has unique valuesUnique

Reproduction

Analysis started2023-12-12 16:53:38.815801
Analysis finished2023-12-12 16:53:39.573788
Duration0.76 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

시도명
Categorical

CONSTANT 

Distinct1
Distinct (%)2.4%
Missing0
Missing (%)0.0%
Memory size468.0 B
강원특별자치도
42 

Length

Max length7
Median length7
Mean length7
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
강원특별자치도 42
100.0%

Length

2023-12-13T01:53:39.644153image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T01:53:39.743137image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
강원특별자치도 42
100.0%

시군구명
Categorical

CONSTANT 

Distinct1
Distinct (%)2.4%
Missing0
Missing (%)0.0%
Memory size468.0 B
춘천시
42 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
춘천시 42
100.0%

Length

2023-12-13T01:53:39.851723image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T01:53:39.943717image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
춘천시 42
100.0%

해당연도
Real number (ℝ)

HIGH CORRELATION 

Distinct7
Distinct (%)16.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2019
Minimum2016
Maximum2022
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size510.0 B
2023-12-13T01:53:40.056587image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2016
5-th percentile2016
Q12017
median2019
Q32021
95-th percentile2022
Maximum2022
Range6
Interquartile range (IQR)4

Descriptive statistics

Standard deviation2.0242433
Coefficient of variation (CV)0.001002597
Kurtosis-1.2549679
Mean2019
Median Absolute Deviation (MAD)2
Skewness0
Sum84798
Variance4.097561
MonotonicityIncreasing
2023-12-13T01:53:40.724422image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
2016 6
14.3%
2017 6
14.3%
2018 6
14.3%
2019 6
14.3%
2020 6
14.3%
2021 6
14.3%
2022 6
14.3%
ValueCountFrequency (%)
2016 6
14.3%
2017 6
14.3%
2018 6
14.3%
2019 6
14.3%
2020 6
14.3%
2021 6
14.3%
2022 6
14.3%
ValueCountFrequency (%)
2022 6
14.3%
2021 6
14.3%
2020 6
14.3%
2019 6
14.3%
2018 6
14.3%
2017 6
14.3%
2016 6
14.3%

권역명
Categorical

Distinct6
Distinct (%)14.3%
Missing0
Missing (%)0.0%
Memory size468.0 B
1권역
7 
2권역
7 
3권역
7 
4권역
7 
5권역
7 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row1권역
2nd row2권역
3rd row3권역
4th row4권역
5th row5권역

Common Values

ValueCountFrequency (%)
1권역 7
16.7%
2권역 7
16.7%
3권역 7
16.7%
4권역 7
16.7%
5권역 7
16.7%
6권역 7
16.7%

Length

2023-12-13T01:53:40.878470image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T01:53:41.027012image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1권역 7
16.7%
2권역 7
16.7%
3권역 7
16.7%
4권역 7
16.7%
5권역 7
16.7%
6권역 7
16.7%

소요시간
Categorical

CONSTANT 

Distinct1
Distinct (%)2.4%
Missing0
Missing (%)0.0%
Memory size468.0 B
8시간
42 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row8시간
2nd row8시간
3rd row8시간
4th row8시간
5th row8시간

Common Values

ValueCountFrequency (%)
8시간 42
100.0%

Length

2023-12-13T01:53:41.184582image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T01:53:41.312352image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
8시간 42
100.0%

연간소요비용
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct42
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.1921114 × 109
Minimum1.0877576 × 109
Maximum3.3778555 × 109
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size510.0 B
2023-12-13T01:53:41.449564image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1.0877576 × 109
5-th percentile1.2563049 × 109
Q11.5354312 × 109
median2.1494235 × 109
Q32.8691185 × 109
95-th percentile3.2994538 × 109
Maximum3.3778555 × 109
Range2.2900979 × 109
Interquartile range (IQR)1.3336872 × 109

Descriptive statistics

Standard deviation7.12607 × 108
Coefficient of variation (CV)0.32507791
Kurtosis-1.3049707
Mean2.1921114 × 109
Median Absolute Deviation (MAD)6.373549 × 108
Skewness0.1748435
Sum9.206868 × 1010
Variance5.0780874 × 1017
MonotonicityNot monotonic
2023-12-13T01:53:41.667475image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=42)
ValueCountFrequency (%)
1311051970 1
 
2.4%
3007755440 1
 
2.4%
2490992980 1
 
2.4%
2486208880 1
 
2.4%
2499199690 1
 
2.4%
2524152470 1
 
2.4%
2346344680 1
 
2.4%
2381601840 1
 
2.4%
2943027830 1
 
2.4%
2752061270 1
 
2.4%
Other values (32) 32
76.2%
ValueCountFrequency (%)
1087757620 1
2.4%
1243232560 1
2.4%
1254455820 1
2.4%
1291437250 1
2.4%
1294483680 1
2.4%
1311051970 1
2.4%
1324054730 1
2.4%
1449978580 1
2.4%
1488785520 1
2.4%
1500961830 1
2.4%
ValueCountFrequency (%)
3377855490 1
2.4%
3360964450 1
2.4%
3301786550 1
2.4%
3255131450 1
2.4%
3253406810 1
2.4%
3091424390 1
2.4%
3083286490 1
2.4%
3007755440 1
2.4%
2943027830 1
2.4%
2917436000 1
2.4%

데이터기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)2.4%
Missing0
Missing (%)0.0%
Memory size468.0 B
2023-11-15
42 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-11-15
2nd row2023-11-15
3rd row2023-11-15
4th row2023-11-15
5th row2023-11-15

Common Values

ValueCountFrequency (%)
2023-11-15 42
100.0%

Length

2023-12-13T01:53:41.835345image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T01:53:41.949836image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-11-15 42
100.0%

Interactions

2023-12-13T01:53:39.168054image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T01:53:38.936245image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T01:53:39.267440image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T01:53:39.046760image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T01:53:42.022502image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
해당연도권역명연간소요비용
해당연도1.0000.0000.895
권역명0.0001.0000.000
연간소요비용0.8950.0001.000
2023-12-13T01:53:42.148523image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
해당연도연간소요비용권역명
해당연도1.0000.9500.000
연간소요비용0.9501.0000.000
권역명0.0000.0001.000

Missing values

2023-12-13T01:53:39.402413image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T01:53:39.526484image/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

시도명시군구명해당연도권역명소요시간연간소요비용데이터기준일자
0강원특별자치도춘천시20161권역8시간13110519702023-11-15
1강원특별자치도춘천시20162권역8시간15721990302023-11-15
2강원특별자치도춘천시20163권역8시간12944836802023-11-15
3강원특별자치도춘천시20164권역8시간17132186102023-11-15
4강원특별자치도춘천시20165권역8시간12914372502023-11-15
5강원특별자치도춘천시20166권역8시간12544558202023-11-15
6강원특별자치도춘천시20171권역8시간14499785802023-11-15
7강원특별자치도춘천시20172권역8시간16889966402023-11-15
8강원특별자치도춘천시20173권역8시간15231753002023-11-15
9강원특별자치도춘천시20174권역8시간13240547302023-11-15
시도명시군구명해당연도권역명소요시간연간소요비용데이터기준일자
32강원특별자치도춘천시20213권역8시간30077554402023-11-15
33강원특별자치도춘천시20214권역8시간30832864902023-11-15
34강원특별자치도춘천시20215권역8시간29081375302023-11-15
35강원특별자치도춘천시20216권역8시간29174360002023-11-15
36강원특별자치도춘천시20221권역8시간33017865502023-11-15
37강원특별자치도춘천시20222권역8시간30914243902023-11-15
38강원특별자치도춘천시20223권역8시간33609644502023-11-15
39강원특별자치도춘천시20224권역8시간33778554902023-11-15
40강원특별자치도춘천시20225권역8시간32551314502023-11-15
41강원특별자치도춘천시20226권역8시간32534068102023-11-15