Overview

Dataset statistics

Number of variables3
Number of observations92
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.6 KiB
Average record size in memory28.4 B

Variable types

Numeric3

Dataset

Description전라남도 여수시 관광홈페이지 관광홍보물 신청 데이터로서 2016년부터 매월 여수시문화관광 관광홍보물 신청연도, 신청월, 신청 수 데이터를 제공합니다.
Author전라남도 여수시
URLhttps://www.data.go.kr/data/15040860/fileData.do

Alerts

신청연도 is highly overall correlated with 신청홍보물수High correlation
신청홍보물수 is highly overall correlated with 신청연도High correlation

Reproduction

Analysis started2023-12-12 03:53:45.127925
Analysis finished2023-12-12 03:53:46.848955
Duration1.72 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

신청연도
Real number (ℝ)

HIGH CORRELATION 

Distinct8
Distinct (%)8.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2019.3478
Minimum2016
Maximum2023
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size960.0 B
2023-12-12T12:53:47.311560image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2016
5-th percentile2016
Q12017
median2019
Q32021
95-th percentile2023
Maximum2023
Range7
Interquartile range (IQR)4

Descriptive statistics

Standard deviation2.2308269
Coefficient of variation (CV)0.0011047264
Kurtosis-1.196012
Mean2019.3478
Median Absolute Deviation (MAD)2
Skewness0.035989677
Sum185780
Variance4.9765886
MonotonicityIncreasing
2023-12-12T12:53:47.488234image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
2016 12
13.0%
2017 12
13.0%
2018 12
13.0%
2019 12
13.0%
2020 12
13.0%
2021 12
13.0%
2022 12
13.0%
2023 8
8.7%
ValueCountFrequency (%)
2016 12
13.0%
2017 12
13.0%
2018 12
13.0%
2019 12
13.0%
2020 12
13.0%
2021 12
13.0%
2022 12
13.0%
2023 8
8.7%
ValueCountFrequency (%)
2023 8
8.7%
2022 12
13.0%
2021 12
13.0%
2020 12
13.0%
2019 12
13.0%
2018 12
13.0%
2017 12
13.0%
2016 12
13.0%

신청월
Real number (ℝ)

Distinct12
Distinct (%)13.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.326087
Minimum1
Maximum12
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size960.0 B
2023-12-12T12:53:47.699285image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q13
median6
Q39
95-th percentile12
Maximum12
Range11
Interquartile range (IQR)6

Descriptive statistics

Standard deviation3.4325805
Coefficient of variation (CV)0.54260722
Kurtosis-1.1762291
Mean6.326087
Median Absolute Deviation (MAD)3
Skewness0.067741775
Sum582
Variance11.782609
MonotonicityNot monotonic
2023-12-12T12:53:47.880888image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%)
1 8
8.7%
2 8
8.7%
3 8
8.7%
4 8
8.7%
5 8
8.7%
6 8
8.7%
7 8
8.7%
8 8
8.7%
9 7
7.6%
10 7
7.6%
Other values (2) 14
15.2%
ValueCountFrequency (%)
1 8
8.7%
2 8
8.7%
3 8
8.7%
4 8
8.7%
5 8
8.7%
6 8
8.7%
7 8
8.7%
8 8
8.7%
9 7
7.6%
10 7
7.6%
ValueCountFrequency (%)
12 7
7.6%
11 7
7.6%
10 7
7.6%
9 7
7.6%
8 8
8.7%
7 8
8.7%
6 8
8.7%
5 8
8.7%
4 8
8.7%
3 8
8.7%

신청홍보물수
Real number (ℝ)

HIGH CORRELATION 

Distinct91
Distinct (%)98.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean746.40217
Minimum180
Maximum2199
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size960.0 B
2023-12-12T12:53:48.092125image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum180
5-th percentile278.45
Q1457.25
median648.5
Q3858.25
95-th percentile1652.85
Maximum2199
Range2019
Interquartile range (IQR)401

Descriptive statistics

Standard deviation420.39448
Coefficient of variation (CV)0.56322783
Kurtosis2.5122854
Mean746.40217
Median Absolute Deviation (MAD)195
Skewness1.5296623
Sum68669
Variance176731.52
MonotonicityNot monotonic
2023-12-12T12:53:48.339680image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
727 2
 
2.2%
638 1
 
1.1%
398 1
 
1.1%
381 1
 
1.1%
362 1
 
1.1%
576 1
 
1.1%
431 1
 
1.1%
466 1
 
1.1%
454 1
 
1.1%
237 1
 
1.1%
Other values (81) 81
88.0%
ValueCountFrequency (%)
180 1
1.1%
181 1
1.1%
186 1
1.1%
237 1
1.1%
246 1
1.1%
305 1
1.1%
319 1
1.1%
332 1
1.1%
340 1
1.1%
343 1
1.1%
ValueCountFrequency (%)
2199 1
1.1%
2079 1
1.1%
2017 1
1.1%
1905 1
1.1%
1671 1
1.1%
1638 1
1.1%
1499 1
1.1%
1331 1
1.1%
1233 1
1.1%
1220 1
1.1%

Interactions

2023-12-12T12:53:46.162435image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T12:53:45.258530image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T12:53:45.736010image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T12:53:46.326246image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T12:53:45.418713image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T12:53:45.876025image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T12:53:46.472253image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T12:53:45.561073image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T12:53:46.005512image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T12:53:48.513127image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
신청연도신청월신청홍보물수
신청연도1.0000.0000.505
신청월0.0001.0000.543
신청홍보물수0.5050.5431.000
2023-12-12T12:53:48.650388image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
신청연도신청월신청홍보물수
신청연도1.000-0.080-0.564
신청월-0.0801.000-0.077
신청홍보물수-0.564-0.0771.000

Missing values

2023-12-12T12:53:46.675098image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T12:53:46.798973image/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

신청연도신청월신청홍보물수
020161638
120162829
2201631233
3201641331
4201651125
5201661220
6201672199
7201681200
820169727
9201610589
신청연도신청월신청홍보물수
82202211386
83202212447
8420231428
8520232535
8620233666
8720234569
8820235557
8920236602
9020237722
9120238479