Overview

Dataset statistics

Number of variables3
Number of observations154
Missing cells3
Missing cells (%)0.6%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory4.2 KiB
Average record size in memory27.9 B

Variable types

Numeric3

Dataset

Description2011년부터 2023년 10월까지 부산광역시립미술관을 이용한 이용객 수 현황- 데이터 항목: 년도, 월, 이용객 수 현황
Author부산광역시
URLhttps://www.data.go.kr/data/15078165/fileData.do

Alerts

관람객 수 has 3 (1.9%) missing valuesMissing

Reproduction

Analysis started2023-12-12 22:54:06.703889
Analysis finished2023-12-12 22:54:07.685245
Duration0.98 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연도
Real number (ℝ)

Distinct13
Distinct (%)8.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2016.9221
Minimum2011
Maximum2023
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.5 KiB
2023-12-13T07:54:07.733140image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2011
5-th percentile2011
Q12014
median2017
Q32020
95-th percentile2023
Maximum2023
Range12
Interquartile range (IQR)6

Descriptive statistics

Standard deviation3.7145404
Coefficient of variation (CV)0.0018416876
Kurtosis-1.2048868
Mean2016.9221
Median Absolute Deviation (MAD)3
Skewness0.0079548037
Sum310606
Variance13.79781
MonotonicityIncreasing
2023-12-13T07:54:07.839828image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=13)
ValueCountFrequency (%)
2011 12
 
7.8%
2012 12
 
7.8%
2013 12
 
7.8%
2014 12
 
7.8%
2015 12
 
7.8%
2016 12
 
7.8%
2017 12
 
7.8%
2018 12
 
7.8%
2019 12
 
7.8%
2020 12
 
7.8%
Other values (3) 34
22.1%
ValueCountFrequency (%)
2011 12
7.8%
2012 12
7.8%
2013 12
7.8%
2014 12
7.8%
2015 12
7.8%
2016 12
7.8%
2017 12
7.8%
2018 12
7.8%
2019 12
7.8%
2020 12
7.8%
ValueCountFrequency (%)
2023 10
6.5%
2022 12
7.8%
2021 12
7.8%
2020 12
7.8%
2019 12
7.8%
2018 12
7.8%
2017 12
7.8%
2016 12
7.8%
2015 12
7.8%
2014 12
7.8%

월
Real number (ℝ)

Distinct20
Distinct (%)13.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean11.694805
Minimum1
Maximum90
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.5 KiB
2023-12-13T07:54:07.937140image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q14
median7.5
Q311
95-th percentile53.5
Maximum90
Range89
Interquartile range (IQR)7

Descriptive statistics

Standard deviation16.871807
Coefficient of variation (CV)1.4426754
Kurtosis10.273399
Mean11.694805
Median Absolute Deviation (MAD)3.5
Skewness3.236928
Sum1801
Variance284.65788
MonotonicityNot monotonic
2023-12-13T07:54:08.035636image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=20)
ValueCountFrequency (%)
10 15
 
9.7%
11 12
 
7.8%
12 12
 
7.8%
8 11
 
7.1%
2 11
 
7.1%
9 11
 
7.1%
1 11
 
7.1%
7 11
 
7.1%
6 11
 
7.1%
5 11
 
7.1%
Other values (10) 38
24.7%
ValueCountFrequency (%)
1 11
7.1%
2 11
7.1%
3 11
7.1%
4 11
7.1%
5 11
7.1%
6 11
7.1%
7 11
7.1%
8 11
7.1%
9 11
7.1%
10 15
9.7%
ValueCountFrequency (%)
90 2
 
1.3%
80 2
 
1.3%
70 2
 
1.3%
60 2
 
1.3%
50 2
 
1.3%
40 2
 
1.3%
30 2
 
1.3%
20 2
 
1.3%
12 12
7.8%
11 12
7.8%

관람객 수
Real number (ℝ)

MISSING 

Distinct151
Distinct (%)100.0%
Missing3
Missing (%)1.9%
Infinite0
Infinite (%)0.0%
Mean40075.417
Minimum1269
Maximum131435
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.5 KiB
2023-12-13T07:54:08.169452image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1269
5-th percentile9653.5
Q122907.5
median37015
Q351824.5
95-th percentile79671.5
Maximum131435
Range130166
Interquartile range (IQR)28917

Descriptive statistics

Standard deviation23515.226
Coefficient of variation (CV)0.58677433
Kurtosis1.8854631
Mean40075.417
Median Absolute Deviation (MAD)14679
Skewness1.0669258
Sum6051388
Variance5.5296586 × 108
MonotonicityNot monotonic
2023-12-13T07:54:08.332253image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
21352 1
 
0.6%
20942 1
 
0.6%
22934 1
 
0.6%
31196 1
 
0.6%
39236 1
 
0.6%
36249 1
 
0.6%
42395 1
 
0.6%
54991 1
 
0.6%
27799 1
 
0.6%
16490 1
 
0.6%
Other values (141) 141
91.6%
(Missing) 3
 
1.9%
ValueCountFrequency (%)
1269 1
0.6%
3972 1
0.6%
5526 1
0.6%
7036 1
0.6%
7374 1
0.6%
7568 1
0.6%
8289 1
0.6%
9550 1
0.6%
9757 1
0.6%
10363 1
0.6%
ValueCountFrequency (%)
131435 1
0.6%
124106 1
0.6%
107723 1
0.6%
105693 1
0.6%
93697 1
0.6%
91314 1
0.6%
86980 1
0.6%
80711 1
0.6%
78632 1
0.6%
76434 1
0.6%

Interactions

2023-12-13T07:54:07.304470image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T07:54:06.783808image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T07:54:07.048703image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T07:54:07.382694image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T07:54:06.869307image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T07:54:07.148299image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T07:54:07.464114image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T07:54:06.944299image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T07:54:07.224636image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T07:54:08.436051image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연도월관람객 수
연도1.0000.3660.682
월0.3661.0000.000
관람객 수0.6820.0001.000
2023-12-13T07:54:08.514506image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연도월관람객 수
연도1.000-0.253-0.467
월-0.2531.0000.220
관람객 수-0.4670.2201.000

Missing values

2023-12-13T07:54:07.574636image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T07:54:07.652387image/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

연도월관람객 수
02011119103
12011216490
22011335593
32011435192
42011539558
52011662402
62011745821
72011867982
82011948102
920111056751
연도월관람객 수
1442023180711
14520232131435
1462023393697
1472023456641
1482023533801
1492023626608
1502023736122
1512023840577
1522023915977
15320231030153