Overview

Dataset statistics

Number of variables9
Number of observations98
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory7.3 KiB
Average record size in memory76.3 B

Variable types

Categorical6
Numeric3

Dataset

Description부산광역시 연제구 야외(실외) 운동기구 현황으로 시설명, 주소, 위도, 경도, 운동기구 종류, 수량에 대한 정보를 제공하고 있습니다.
Author부산광역시 연제구
URLhttps://www.data.go.kr/data/15103061/fileData.do

Alerts

담당부서 has constant value ""Constant
담당부서연락처 has constant value ""Constant
데이터기준일자 has constant value ""Constant
주소 is highly overall correlated with 위도 and 2 other fieldsHigh correlation
시설명 is highly overall correlated with 위도 and 2 other fieldsHigh correlation
위도 is highly overall correlated with 수량 and 2 other fieldsHigh correlation
경도 is highly overall correlated with 시설명 and 1 other fieldsHigh correlation
수량 is highly overall correlated with 위도High correlation

Reproduction

Analysis started2024-03-15 01:51:16.083725
Analysis finished2024-03-15 01:51:20.098515
Duration4.01 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

시설명
Categorical

HIGH CORRELATION 

Distinct8
Distinct (%)8.2%
Missing0
Missing (%)0.0%
Memory size912.0 B
연제문화체육공원
30 
참그린길체육시설
20 
연제중학교체육시설
13 
연산배수지체육공원
9 
구청광장체육시설
9 
Other values (3)
17 

Length

Max length10
Median length8
Mean length8.2857143
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
연제문화체육공원 30
30.6%
참그린길체육시설 20
20.4%
연제중학교체육시설 13
13.3%
연산배수지체육공원 9
 
9.2%
구청광장체육시설 9
 
9.2%
연천중학교체육시설 8
 
8.2%
도란도란쉼터 5
 
5.1%
남문초등학교체육시설 4
 
4.1%

Length

2024-03-15T10:51:20.300670image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-15T10:51:20.663137image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
연제문화체육공원 30
30.6%
참그린길체육시설 20
20.4%
연제중학교체육시설 13
13.3%
연산배수지체육공원 9
 
9.2%
구청광장체육시설 9
 
9.2%
연천중학교체육시설 8
 
8.2%
도란도란쉼터 5
 
5.1%
남문초등학교체육시설 4
 
4.1%

주소
Categorical

HIGH CORRELATION 

Distinct8
Distinct (%)8.2%
Missing0
Missing (%)0.0%
Memory size912.0 B
연제구 연산동 952-46
30 
하마정 ~ 교대역
20 
연제구 연산동 1777-10
13 
연제구 연산동 1849-15
9 
연제구 연산동 1555
9 
Other values (3)
17 

Length

Max length15
Median length14
Mean length12.693878
Min length9

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row연제구 연산동 272
2nd row연제구 연산동 272
3rd row연제구 연산동 272
4th row연제구 연산동 272
5th row연제구 연산동 272

Common Values

ValueCountFrequency (%)
연제구 연산동 952-46 30
30.6%
하마정 ~ 교대역 20
20.4%
연제구 연산동 1777-10 13
13.3%
연제구 연산동 1849-15 9
 
9.2%
연제구 연산동 1555 9
 
9.2%
연제구 연산동 272 8
 
8.2%
연제구 연산동 1940-8 5
 
5.1%
연제구 거제동 1474 4
 
4.1%

Length

2024-03-15T10:51:21.001214image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-15T10:51:21.282490image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
연제구 78
26.5%
연산동 74
25.2%
952-46 30
 
10.2%
하마정 20
 
6.8%
20
 
6.8%
교대역 20
 
6.8%
1777-10 13
 
4.4%
1849-15 9
 
3.1%
1555 9
 
3.1%
272 8
 
2.7%
Other values (3) 13
 
4.4%

위도
Real number (ℝ)

HIGH CORRELATION 

Distinct8
Distinct (%)8.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean35.184725
Minimum35.173969
Maximum35.196103
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1010.0 B
2024-03-15T10:51:21.750068image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum35.173969
5-th percentile35.175874
Q135.179284
median35.184842
Q335.184842
95-th percentile35.196103
Maximum35.196103
Range0.02213423
Interquartile range (IQR)0.00555832

Descriptive statistics

Standard deviation0.0071689287
Coefficient of variation (CV)0.00020375117
Kurtosis-0.97074873
Mean35.184725
Median Absolute Deviation (MAD)0.00555832
Skewness0.45486871
Sum3448.103
Variance5.1393538 × 10-5
MonotonicityNot monotonic
2024-03-15T10:51:22.179748image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
35.18484198 30
30.6%
35.19610286 20
20.4%
35.17928366 13
13.3%
35.17784353 9
 
9.2%
35.17620985 9
 
9.2%
35.18404916 8
 
8.2%
35.17396863 5
 
5.1%
35.19407686 4
 
4.1%
ValueCountFrequency (%)
35.17396863 5
 
5.1%
35.17620985 9
 
9.2%
35.17784353 9
 
9.2%
35.17928366 13
13.3%
35.18404916 8
 
8.2%
35.18484198 30
30.6%
35.19407686 4
 
4.1%
35.19610286 20
20.4%
ValueCountFrequency (%)
35.19610286 20
20.4%
35.19407686 4
 
4.1%
35.18484198 30
30.6%
35.18404916 8
 
8.2%
35.17928366 13
13.3%
35.17784353 9
 
9.2%
35.17620985 9
 
9.2%
35.17396863 5
 
5.1%

경도
Real number (ℝ)

HIGH CORRELATION 

Distinct8
Distinct (%)8.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean129.08782
Minimum129.06943
Maximum129.10203
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1010.0 B
2024-03-15T10:51:22.503297image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum129.06943
5-th percentile129.07974
Q1129.07981
median129.08978
Q3129.09114
95-th percentile129.10203
Maximum129.10203
Range0.0326088
Interquartile range (IQR)0.0113352

Descriptive statistics

Standard deviation0.0077056507
Coefficient of variation (CV)5.969309 × 10-5
Kurtosis-0.16773538
Mean129.08782
Median Absolute Deviation (MAD)0.0057554
Skewness-0.26675209
Sum12650.606
Variance5.9377053 × 10-5
MonotonicityNot monotonic
2024-03-15T10:51:22.718837image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
129.0911423 30
30.6%
129.0798071 20
20.4%
129.0897835 13
13.3%
129.0955389 9
 
9.2%
129.0797412 9
 
9.2%
129.1020342 8
 
8.2%
129.087429 5
 
5.1%
129.0694254 4
 
4.1%
ValueCountFrequency (%)
129.0694254 4
 
4.1%
129.0797412 9
 
9.2%
129.0798071 20
20.4%
129.087429 5
 
5.1%
129.0897835 13
13.3%
129.0911423 30
30.6%
129.0955389 9
 
9.2%
129.1020342 8
 
8.2%
ValueCountFrequency (%)
129.1020342 8
 
8.2%
129.0955389 9
 
9.2%
129.0911423 30
30.6%
129.0897835 13
13.3%
129.087429 5
 
5.1%
129.0798071 20
20.4%
129.0797412 9
 
9.2%
129.0694254 4
 
4.1%

운동기구종류
Categorical

Distinct43
Distinct (%)43.9%
Missing0
Missing (%)0.0%
Memory size912.0 B
양팔줄당기기
7 
하늘걷기
7 
허리돌리기
7 
파도타기
 
6
달리기
 
6
Other values (38)
65 

Length

Max length11
Median length9
Mean length5.3061224
Min length2

Unique

Unique25 ?
Unique (%)25.5%

Sample

1st row양팔줄당기기
2nd row허리젖히기
3rd row허리돌리기
4th row윗몸일으키기(경사형)
5th row달리기

Common Values

ValueCountFrequency (%)
양팔줄당기기 7
 
7.1%
하늘걷기 7
 
7.1%
허리돌리기 7
 
7.1%
파도타기 6
 
6.1%
달리기 6
 
6.1%
윗몸일으키기(평형) 6
 
6.1%
앉아밀어내기 5
 
5.1%
다리뻗치기 4
 
4.1%
평행봉 3
 
3.1%
오금펴기 3
 
3.1%
Other values (33) 44
44.9%

Length

2024-03-15T10:51:23.066539image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
양팔줄당기기 7
 
6.8%
허리돌리기 7
 
6.8%
하늘걷기 7
 
6.8%
파도타기 6
 
5.8%
달리기 6
 
5.8%
윗몸일으키기(평형 6
 
5.8%
앉아밀어내기 5
 
4.9%
다리뻗치기 4
 
3.9%
철봉 4
 
3.9%
거꾸로매달리기 3
 
2.9%
Other values (32) 48
46.6%

수량
Real number (ℝ)

HIGH CORRELATION 

Distinct8
Distinct (%)8.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.5306122
Minimum1
Maximum8
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1010.0 B
2024-03-15T10:51:23.401998image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q11
median1
Q31
95-th percentile5
Maximum8
Range7
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.3862661
Coefficient of variation (CV)0.90569384
Kurtosis9.6663973
Mean1.5306122
Median Absolute Deviation (MAD)0
Skewness3.1233133
Sum150
Variance1.9217336
MonotonicityNot monotonic
2024-03-15T10:51:23.724180image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
1 79
80.6%
2 7
 
7.1%
3 5
 
5.1%
7 2
 
2.0%
5 2
 
2.0%
8 1
 
1.0%
6 1
 
1.0%
4 1
 
1.0%
ValueCountFrequency (%)
1 79
80.6%
2 7
 
7.1%
3 5
 
5.1%
4 1
 
1.0%
5 2
 
2.0%
6 1
 
1.0%
7 2
 
2.0%
8 1
 
1.0%
ValueCountFrequency (%)
8 1
 
1.0%
7 2
 
2.0%
6 1
 
1.0%
5 2
 
2.0%
4 1
 
1.0%
3 5
 
5.1%
2 7
 
7.1%
1 79
80.6%

담당부서
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size912.0 B
문화체육과
98 

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 98
100.0%

Length

2024-03-15T10:51:24.037484image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-15T10:51:24.328792image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
문화체육과 98
100.0%

담당부서연락처
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size912.0 B
051-665-4124
98 

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 98
100.0%

Length

2024-03-15T10:51:24.630592image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-15T10:51:24.935312image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
051-665-4124 98
100.0%

데이터기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size912.0 B
2023-11-27
98 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-11-27
2nd row2023-11-27
3rd row2023-11-27
4th row2023-11-27
5th row2023-11-27

Common Values

ValueCountFrequency (%)
2023-11-27 98
100.0%

Length

2024-03-15T10:51:25.255989image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-15T10:51:25.544835image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-11-27 98
100.0%

Interactions

2024-03-15T10:51:18.595867image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-15T10:51:16.907103image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-15T10:51:17.743846image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-15T10:51:18.924287image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-15T10:51:17.170017image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-15T10:51:18.063527image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-15T10:51:19.234664image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-15T10:51:17.434560image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-15T10:51:18.324822image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-03-15T10:51:25.721813image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
시설명주소위도경도운동기구종류수량
시설명1.0001.0001.0001.0000.0000.146
주소1.0001.0001.0001.0000.0000.146
위도1.0001.0001.0000.9730.0000.255
경도1.0001.0000.9731.0000.0000.000
운동기구종류0.0000.0000.0000.0001.0000.000
수량0.1460.1460.2550.0000.0001.000
2024-03-15T10:51:26.002475image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
운동기구종류주소시설명
운동기구종류1.0000.0000.000
주소0.0001.0001.000
시설명0.0001.0001.000
2024-03-15T10:51:26.204236image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
위도경도수량시설명주소운동기구종류
위도1.000-0.1970.5080.9840.9840.000
경도-0.1971.000-0.2270.9890.9890.000
수량0.508-0.2271.0000.0400.0400.000
시설명0.9840.9890.0401.0001.0000.000
주소0.9840.9890.0401.0001.0000.000
운동기구종류0.0000.0000.0000.0000.0001.000

Missing values

2024-03-15T10:51:19.492579image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-15T10:51:19.887521image/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

시설명주소위도경도운동기구종류수량담당부서담당부서연락처데이터기준일자
0연천중학교체육시설연제구 연산동 27235.184049129.102034양팔줄당기기1문화체육과051-665-41242023-11-27
1연천중학교체육시설연제구 연산동 27235.184049129.102034허리젖히기1문화체육과051-665-41242023-11-27
2연천중학교체육시설연제구 연산동 27235.184049129.102034허리돌리기1문화체육과051-665-41242023-11-27
3연천중학교체육시설연제구 연산동 27235.184049129.102034윗몸일으키기(경사형)1문화체육과051-665-41242023-11-27
4연천중학교체육시설연제구 연산동 27235.184049129.102034달리기1문화체육과051-665-41242023-11-27
5연천중학교체육시설연제구 연산동 27235.184049129.102034하늘걷기1문화체육과051-665-41242023-11-27
6연천중학교체육시설연제구 연산동 27235.184049129.1020343단 철봉1문화체육과051-665-41242023-11-27
7연천중학교체육시설연제구 연산동 27235.184049129.102034앉아밀어내기1문화체육과051-665-41242023-11-27
8연산배수지체육공원연제구 연산동 1849-1535.177844129.095539양팔줄당기기1문화체육과051-665-41242023-11-27
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