Overview

Dataset statistics

Number of variables9
Number of observations428
Missing cells40
Missing cells (%)1.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory31.5 KiB
Average record size in memory75.3 B

Variable types

Categorical5
Numeric3
Text1

Dataset

Description부산광역시연제구_야외(실외)운동기구현황_20220801
Author부산광역시 연제구
URLhttp://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=15103061

Alerts

담당부서 has constant value ""Constant
담당부서연락처 has constant value ""Constant
데이터기준일자 has constant value ""Constant
시설명 is highly overall correlated with 위도 and 2 other fieldsHigh correlation
주소 is highly overall correlated with 위도 and 2 other fieldsHigh correlation
위도 is highly overall correlated with 시설명 and 1 other fieldsHigh correlation
경도 is highly overall correlated with 시설명 and 1 other fieldsHigh correlation
위도 has 20 (4.7%) missing valuesMissing
경도 has 20 (4.7%) missing valuesMissing

Reproduction

Analysis started2023-12-10 16:52:11.877748
Analysis finished2023-12-10 16:52:14.591728
Duration2.71 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

시설명
Categorical

HIGH CORRELATION 

Distinct25
Distinct (%)5.8%
Missing0
Missing (%)0.0%
Memory size3.5 KiB
황령산함박골체육시설
36 
화지산제1체육시설
34 
배산제1체육시설
32 
토곡근린공원체육시설
31 
배산바람고개체육시설
30 
Other values (20)
265 

Length

Max length11
Median length10
Mean length8.5607477
Min length6

Unique

Unique1 ?
Unique (%)0.2%

Sample

1st row화지산제1체육시설
2nd row화지산제1체육시설
3rd row화지산제1체육시설
4th row화지산제1체육시설
5th row화지산제1체육시설

Common Values

ValueCountFrequency (%)
황령산함박골체육시설 36
 
8.4%
화지산제1체육시설 34
 
7.9%
배산제1체육시설 32
 
7.5%
토곡근린공원체육시설 31
 
7.2%
배산바람고개체육시설 30
 
7.0%
연제문화체육공원 30
 
7.0%
황령산체육시설 28
 
6.5%
물만골체육시설 22
 
5.1%
참그린길체육시설 20
 
4.7%
배산산정체육시설 19
 
4.4%
Other values (15) 146
34.1%

Length

2023-12-11T01:52:14.723569image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
황령산함박골체육시설 36
 
8.4%
화지산제1체육시설 34
 
7.9%
배산제1체육시설 32
 
7.5%
토곡근린공원체육시설 31
 
7.2%
배산바람고개체육시설 30
 
7.0%
연제문화체육공원 30
 
7.0%
황령산체육시설 28
 
6.5%
물만골체육시설 22
 
5.1%
참그린길체육시설 20
 
4.7%
배산산정체육시설 19
 
4.4%
Other values (15) 146
34.1%

주소
Categorical

HIGH CORRELATION 

Distinct25
Distinct (%)5.8%
Missing0
Missing (%)0.0%
Memory size3.5 KiB
연제구 연산동 산181-1
36 
연제구 거제동 산 78-1
34 
연제구 연산동 산52
32 
연제구 연산동 2223
31 
연제구 연산동 1849-26
30 
Other values (20)
265 

Length

Max length15
Median length14
Mean length13.074766
Min length9

Unique

Unique1 ?
Unique (%)0.2%

Sample

1st row연제구 거제동 산 78-1
2nd row연제구 거제동 산 78-1
3rd row연제구 거제동 산 78-1
4th row연제구 거제동 산 78-1
5th row연제구 거제동 산 78-1

Common Values

ValueCountFrequency (%)
연제구 연산동 산181-1 36
 
8.4%
연제구 거제동 산 78-1 34
 
7.9%
연제구 연산동 산52 32
 
7.5%
연제구 연산동 2223 31
 
7.2%
연제구 연산동 1849-26 30
 
7.0%
연제구 연산동 952-46 30
 
7.0%
연제구 연산동 산180-1 28
 
6.5%
연제구 연산동 산183 22
 
5.1%
하마정 ~ 교대역 20
 
4.7%
연제구 연산동 산38-4 19
 
4.4%
Other values (15) 146
34.1%

Length

2023-12-11T01:52:14.939946image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
연제구 408
31.0%
연산동 327
24.8%
거제동 81
 
6.1%
산181-1 36
 
2.7%
산 34
 
2.6%
78-1 34
 
2.6%
산52 32
 
2.4%
2223 31
 
2.4%
1849-26 30
 
2.3%
952-46 30
 
2.3%
Other values (21) 275
20.9%

위도
Real number (ℝ)

HIGH CORRELATION  MISSING 

Distinct24
Distinct (%)5.9%
Missing20
Missing (%)4.7%
Infinite0
Infinite (%)0.0%
Mean35.178763
Minimum35.163827
Maximum35.194077
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.9 KiB
2023-12-11T01:52:15.120023image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum35.163827
5-th percentile35.163827
Q135.17621
median35.179557
Q335.18463
95-th percentile35.187526
Maximum35.194077
Range0.0302502
Interquartile range (IQR)0.00841966

Descriptive statistics

Standard deviation0.007455677
Coefficient of variation (CV)0.00021193687
Kurtosis-0.28834962
Mean35.178763
Median Absolute Deviation (MAD)0.004781955
Skewness-0.57390108
Sum14352.935
Variance5.558712 × 10-5
MonotonicityNot monotonic
2023-12-11T01:52:15.328602image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=24)
ValueCountFrequency (%)
35.16601189 36
 
8.4%
35.1860172 34
 
7.9%
35.18183505 32
 
7.5%
35.17955738 31
 
7.2%
35.17809042 30
 
7.0%
35.18484198 30
 
7.0%
35.16382666 28
 
6.5%
35.17193908 22
 
5.1%
35.18001278 19
 
4.4%
35.18254936 18
 
4.2%
Other values (14) 128
29.9%
(Missing) 20
 
4.7%
ValueCountFrequency (%)
35.16382666 28
6.5%
35.16601189 36
8.4%
35.17102697 9
 
2.1%
35.17193908 22
5.1%
35.17396863 5
 
1.2%
35.17620985 9
 
2.1%
35.17784353 9
 
2.1%
35.17797349 7
 
1.6%
35.17809042 30
7.0%
35.17826055 9
 
2.1%
ValueCountFrequency (%)
35.19407686 4
 
0.9%
35.19367894 10
 
2.3%
35.18752618 11
 
2.6%
35.1860172 34
7.9%
35.18484198 30
7.0%
35.18462951 15
3.5%
35.18404916 8
 
1.9%
35.1840411 18
4.2%
35.18254936 18
4.2%
35.18183505 32
7.5%

경도
Real number (ℝ)

HIGH CORRELATION  MISSING 

Distinct24
Distinct (%)5.9%
Missing20
Missing (%)4.7%
Infinite0
Infinite (%)0.0%
Mean129.08727
Minimum129.05825
Maximum129.11192
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.9 KiB
2023-12-11T01:52:15.548760image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum129.05825
5-th percentile129.06138
Q1129.08313
median129.09114
Q3129.09615
95-th percentile129.10925
Maximum129.11192
Range0.0536755
Interquartile range (IQR)0.0130162

Descriptive statistics

Standard deviation0.014113274
Coefficient of variation (CV)0.00010933126
Kurtosis-0.31548473
Mean129.08727
Median Absolute Deviation (MAD)0.0075716
Skewness-0.576131
Sum52667.606
Variance0.0001991845
MonotonicityNot monotonic
2023-12-11T01:52:15.747284image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=24)
ValueCountFrequency (%)
129.0831298 36
 
8.4%
129.0613814 34
 
7.9%
129.0937261 32
 
7.5%
129.1092524 31
 
7.2%
129.096146 30
 
7.0%
129.0911423 30
 
7.0%
129.0875792 28
 
6.5%
129.0835707 22
 
5.1%
129.0968745 19
 
4.4%
129.0924841 18
 
4.2%
Other values (14) 128
29.9%
(Missing) 20
 
4.7%
ValueCountFrequency (%)
129.0582451 15
3.5%
129.0613814 34
7.9%
129.0646934 18
4.2%
129.0694254 4
 
0.9%
129.0726265 10
 
2.3%
129.0797412 9
 
2.1%
129.0831298 36
8.4%
129.0835707 22
5.1%
129.087429 5
 
1.2%
129.0875792 28
6.5%
ValueCountFrequency (%)
129.1119206 7
 
1.6%
129.1110606 1
 
0.2%
129.1092524 31
7.2%
129.1022898 11
 
2.6%
129.1020342 8
 
1.9%
129.0968745 19
4.4%
129.096146 30
7.0%
129.0955389 9
 
2.1%
129.0937261 32
7.5%
129.0932829 9
 
2.1%

운동기구종류
Text

Distinct77
Distinct (%)18.0%
Missing0
Missing (%)0.0%
Memory size3.5 KiB
2023-12-11T01:52:16.023557image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length11
Median length9
Mean length5.4485981
Min length2

Characters and Unicode

Total characters2332
Distinct characters129
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique26 ?
Unique (%)6.1%

Sample

1st row3단 철봉
2nd row허리돌리기
3rd row윗몸일으키기(경사형)
4th row윗몸일으키기(평형)
5th row윗몸일으키기(복합형)
ValueCountFrequency (%)
허리돌리기 24
 
5.2%
양팔줄당기기 23
 
5.0%
하늘걷기 23
 
5.0%
철봉 22
 
4.8%
윗몸일으키기(평형 19
 
4.1%
파도타기 19
 
4.1%
거꾸로매달리기 18
 
3.9%
달리기 18
 
3.9%
앉아밀어내기 15
 
3.2%
등허리마사지기 15
 
3.2%
Other values (64) 267
57.7%
2023-12-11T01:52:16.466941image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
기 370
 
15.9%
리 164
 
7.0%
허 54
 
2.3%
팔 50
 
2.1%
달 47
 
2.0%
) 44
 
1.9%
( 44
 
1.9%
돌 40
 
1.7%
몸 40
 
1.7%
키 39
 
1.7%
Other values (119) 1440
61.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 2174
93.2%
Close Punctuation 44
 
1.9%
Open Punctuation 44
 
1.9%
Space Separator 35
 
1.5%
Decimal Number 35
 
1.5%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
기 370
 
17.0%
리 164
 
7.5%
허 54
 
2.5%
팔 50
 
2.3%
달 47
 
2.2%
돌 40
 
1.8%
몸 40
 
1.8%
키 39
 
1.8%
으 38
 
1.7%
봉 38
 
1.7%
Other values (112) 1294
59.5%
Decimal Number
ValueCountFrequency (%)
4 14
40.0%
2 8
22.9%
3 8
22.9%
1 5
 
14.3%
Close Punctuation
ValueCountFrequency (%)
) 44
100.0%
Open Punctuation
ValueCountFrequency (%)
( 44
100.0%
Space Separator
ValueCountFrequency (%)
35
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 2174
93.2%
Common 158
 
6.8%

Most frequent character per script

Hangul
ValueCountFrequency (%)
기 370
 
17.0%
리 164
 
7.5%
허 54
 
2.5%
팔 50
 
2.3%
달 47
 
2.2%
돌 40
 
1.8%
몸 40
 
1.8%
키 39
 
1.8%
으 38
 
1.7%
봉 38
 
1.7%
Other values (112) 1294
59.5%
Common
ValueCountFrequency (%)
) 44
27.8%
( 44
27.8%
35
22.2%
4 14
 
8.9%
2 8
 
5.1%
3 8
 
5.1%
1 5
 
3.2%

Most occurring blocks

ValueCountFrequency (%)
Hangul 2174
93.2%
ASCII 158
 
6.8%

Most frequent character per block

Hangul
ValueCountFrequency (%)
기 370
 
17.0%
리 164
 
7.5%
허 54
 
2.5%
팔 50
 
2.3%
달 47
 
2.2%
돌 40
 
1.8%
몸 40
 
1.8%
키 39
 
1.8%
으 38
 
1.7%
봉 38
 
1.7%
Other values (112) 1294
59.5%
ASCII
ValueCountFrequency (%)
) 44
27.8%
( 44
27.8%
35
22.2%
4 14
 
8.9%
2 8
 
5.1%
3 8
 
5.1%
1 5
 
3.2%

수량
Real number (ℝ)

Distinct8
Distinct (%)1.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.6004673
Minimum1
Maximum8
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.9 KiB
2023-12-11T01:52:16.614144image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q11
median1
Q32
95-th percentile4
Maximum8
Range7
Interquartile range (IQR)1

Descriptive statistics

Standard deviation1.1661501
Coefficient of variation (CV)0.72863102
Kurtosis8.564746
Mean1.6004673
Median Absolute Deviation (MAD)0
Skewness2.706691
Sum685
Variance1.3599061
MonotonicityNot monotonic
2023-12-11T01:52:16.758111image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
1 293
68.5%
2 72
 
16.8%
3 36
 
8.4%
4 12
 
2.8%
6 5
 
1.2%
5 5
 
1.2%
7 3
 
0.7%
8 2
 
0.5%
ValueCountFrequency (%)
1 293
68.5%
2 72
 
16.8%
3 36
 
8.4%
4 12
 
2.8%
5 5
 
1.2%
6 5
 
1.2%
7 3
 
0.7%
8 2
 
0.5%
ValueCountFrequency (%)
8 2
 
0.5%
7 3
 
0.7%
6 5
 
1.2%
5 5
 
1.2%
4 12
 
2.8%
3 36
 
8.4%
2 72
 
16.8%
1 293
68.5%

담당부서
Categorical

CONSTANT 

Distinct1
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size3.5 KiB
문화체육과
428 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
문화체육과 428
100.0%

Length

2023-12-11T01:52:16.939983image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T01:52:17.545139image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
문화체육과 428
100.0%

담당부서연락처
Categorical

CONSTANT 

Distinct1
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size3.5 KiB
051-665-4124
428 

Length

Max length12
Median length12
Mean length12
Min length12

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row051-665-4124
2nd row051-665-4124
3rd row051-665-4124
4th row051-665-4124
5th row051-665-4124

Common Values

ValueCountFrequency (%)
051-665-4124 428
100.0%

Length

2023-12-11T01:52:17.742052image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T01:52:17.924353image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
051-665-4124 428
100.0%

데이터기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size3.5 KiB
2022-08-01
428 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2022-08-01
2nd row2022-08-01
3rd row2022-08-01
4th row2022-08-01
5th row2022-08-01

Common Values

ValueCountFrequency (%)
2022-08-01 428
100.0%

Length

2023-12-11T01:52:18.077475image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T01:52:18.241749image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2022-08-01 428
100.0%

Interactions

2023-12-11T01:52:13.465948image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T01:52:12.547095image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T01:52:13.043108image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T01:52:13.637979image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T01:52:12.725323image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T01:52:13.200437image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T01:52:13.809920image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T01:52:12.874474image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T01:52:13.334058image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-11T01:52:18.367213image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
시설명주소위도경도운동기구종류수량
시설명1.0001.0001.0001.0000.0000.187
주소1.0001.0001.0001.0000.0000.187
위도1.0001.0001.0000.8730.0000.185
경도1.0001.0000.8731.0000.0000.121
운동기구종류0.0000.0000.0000.0001.0000.000
수량0.1870.1870.1850.1210.0001.000
2023-12-11T01:52:18.582447image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
시설명주소
시설명1.0001.000
주소1.0001.000
2023-12-11T01:52:18.718352image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
위도경도수량시설명주소
위도1.000-0.119-0.1360.9800.980
경도-0.1191.000-0.0100.9810.981
수량-0.136-0.0101.0000.0730.073
시설명0.9800.9810.0731.0001.000
주소0.9800.9810.0731.0001.000

Missing values

2023-12-11T01:52:14.020261image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T01:52:14.339834image/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.
2023-12-11T01:52:14.518217image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

시설명주소위도경도운동기구종류수량담당부서담당부서연락처데이터기준일자
0화지산제1체육시설연제구 거제동 산 78-135.186017129.0613813단 철봉2문화체육과051-665-41242022-08-01
1화지산제1체육시설연제구 거제동 산 78-135.186017129.061381허리돌리기3문화체육과051-665-41242022-08-01
2화지산제1체육시설연제구 거제동 산 78-135.186017129.061381윗몸일으키기(경사형)2문화체육과051-665-41242022-08-01
3화지산제1체육시설연제구 거제동 산 78-135.186017129.061381윗몸일으키기(평형)3문화체육과051-665-41242022-08-01
4화지산제1체육시설연제구 거제동 산 78-135.186017129.061381윗몸일으키기(복합형)1문화체육과051-665-41242022-08-01
5화지산제1체육시설연제구 거제동 산 78-135.186017129.061381앉아무릎펴기2문화체육과051-665-41242022-08-01
6화지산제1체육시설연제구 거제동 산 78-135.186017129.061381역기대6문화체육과051-665-41242022-08-01
7화지산제1체육시설연제구 거제동 산 78-135.186017129.061381디플레이션 역기대1문화체육과051-665-41242022-08-01
8화지산제1체육시설연제구 거제동 산 78-135.186017129.061381양팔줄당기기3문화체육과051-665-41242022-08-01
9화지산제1체육시설연제구 거제동 산 78-135.186017129.061381원그리기1문화체육과051-665-41242022-08-01
시설명주소위도경도운동기구종류수량담당부서담당부서연락처데이터기준일자
418참그린길체육시설하마정 ~ 교대역<NA><NA>철봉1문화체육과051-665-41242022-08-01
419참그린길체육시설하마정 ~ 교대역<NA><NA>파도타기1문화체육과051-665-41242022-08-01
420참그린길체육시설하마정 ~ 교대역<NA><NA>말타기1문화체육과051-665-41242022-08-01
421참그린길체육시설하마정 ~ 교대역<NA><NA>오금펴기1문화체육과051-665-41242022-08-01
422참그린길체육시설하마정 ~ 교대역<NA><NA>자유철봉1문화체육과051-665-41242022-08-01
423도란도란쉼터연제구 연산동 1940-835.173969129.087429하늘걷기1문화체육과051-665-41242022-08-01
424도란도란쉼터연제구 연산동 1940-835.173969129.087429양팔줄당기기1문화체육과051-665-41242022-08-01
425도란도란쉼터연제구 연산동 1940-835.173969129.087429다리뻗치기1문화체육과051-665-41242022-08-01
426도란도란쉼터연제구 연산동 1940-835.173969129.087429허리돌리기1문화체육과051-665-41242022-08-01
427도란도란쉼터연제구 연산동 1940-835.173969129.087429파도타기1문화체육과051-665-41242022-08-01