Overview

Dataset statistics

Number of variables5
Number of observations370
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory15.3 KiB
Average record size in memory42.4 B

Variable types

Numeric2
Text2
Categorical1

Dataset

Description부산광역시해운대구_공동주택단지내어린이놀이시설현황_20230822
Author부산광역시 해운대구
URLhttp://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=3075585

Alerts

연번 is highly overall correlated with 시설번호High correlation
시설번호 is highly overall correlated with 연번High correlation
설치장소 is highly imbalanced (83.5%)Imbalance
연번 has unique valuesUnique
시설번호 has unique valuesUnique
놀이시설명 has unique valuesUnique

Reproduction

Analysis started2023-12-10 17:13:42.668796
Analysis finished2023-12-10 17:13:44.437875
Duration1.77 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연번
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct370
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean185.5
Minimum1
Maximum370
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.4 KiB
2023-12-11T02:13:44.597610image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile19.45
Q193.25
median185.5
Q3277.75
95-th percentile351.55
Maximum370
Range369
Interquartile range (IQR)184.5

Descriptive statistics

Standard deviation106.95404
Coefficient of variation (CV)0.57657164
Kurtosis-1.2
Mean185.5
Median Absolute Deviation (MAD)92.5
Skewness0
Sum68635
Variance11439.167
MonotonicityStrictly increasing
2023-12-11T02:13:44.881852image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.3%
245 1
 
0.3%
254 1
 
0.3%
253 1
 
0.3%
252 1
 
0.3%
251 1
 
0.3%
250 1
 
0.3%
249 1
 
0.3%
248 1
 
0.3%
247 1
 
0.3%
Other values (360) 360
97.3%
ValueCountFrequency (%)
1 1
0.3%
2 1
0.3%
3 1
0.3%
4 1
0.3%
5 1
0.3%
6 1
0.3%
7 1
0.3%
8 1
0.3%
9 1
0.3%
10 1
0.3%
ValueCountFrequency (%)
370 1
0.3%
369 1
0.3%
368 1
0.3%
367 1
0.3%
366 1
0.3%
365 1
0.3%
364 1
0.3%
363 1
0.3%
362 1
0.3%
361 1
0.3%

시설번호
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct370
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean487640.82
Minimum23539
Maximum586468
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.4 KiB
2023-12-11T02:13:45.142746image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum23539
5-th percentile32551.65
Q1519347
median520548.5
Q3520788.75
95-th percentile570522.4
Maximum586468
Range562929
Interquartile range (IQR)1441.75

Descriptive statistics

Standard deviation139334.63
Coefficient of variation (CV)0.2857321
Kurtosis6.8471525
Mean487640.82
Median Absolute Deviation (MAD)1195.5
Skewness-2.9302555
Sum1.804271 × 108
Variance1.941414 × 1010
MonotonicityStrictly increasing
2023-12-11T02:13:45.431510image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
23539 1
 
0.3%
520641 1
 
0.3%
520655 1
 
0.3%
520654 1
 
0.3%
520653 1
 
0.3%
520649 1
 
0.3%
520647 1
 
0.3%
520646 1
 
0.3%
520645 1
 
0.3%
520644 1
 
0.3%
Other values (360) 360
97.3%
ValueCountFrequency (%)
23539 1
0.3%
23540 1
0.3%
23541 1
0.3%
23570 1
0.3%
23869 1
0.3%
25631 1
0.3%
25836 1
0.3%
26868 1
0.3%
26869 1
0.3%
27316 1
0.3%
ValueCountFrequency (%)
586468 1
0.3%
585596 1
0.3%
584019 1
0.3%
584018 1
0.3%
583528 1
0.3%
583527 1
0.3%
583112 1
0.3%
582291 1
0.3%
581213 1
0.3%
580526 1
0.3%

놀이시설명
Text

UNIQUE 

Distinct370
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
2023-12-11T02:13:45.934254image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length33
Median length29
Mean length18.086486
Min length5

Characters and Unicode

Total characters6692
Distinct characters242
Distinct categories10 ?
Distinct scripts3 ?
Distinct blocks4 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique370 ?
Unique (%)100.0%

Sample

1st row메가센텀 한화 꿈에그린 어린이놀이터-1 (101동앞)
2nd row메가센텀 한화 꿈에그린 어린이놀이터-3 (110동앞)
3rd row메가센텀 한화 꿈에그린 어린이놀이터-4 (114동옆)
4th row두산위브아파트
5th row해운대현대아파트 102동 뒤 놀이터
ValueCountFrequency (%)
놀이터 187
 
15.3%
앞 69
 
5.6%
옆 69
 
5.6%
어린이놀이터 40
 
3.3%
뒤 37
 
3.0%
102동 24
 
2.0%
101동 23
 
1.9%
103동 19
 
1.6%
105동 19
 
1.6%
어린이놀이시설 17
 
1.4%
Other values (352) 718
58.8%
2023-12-11T02:13:46.684748image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
852
 
12.7%
이 465
 
6.9%
1 335
 
5.0%
놀 316
 
4.7%
동 309
 
4.6%
터 289
 
4.3%
아 278
 
4.2%
트 262
 
3.9%
파 259
 
3.9%
0 206
 
3.1%
Other values (232) 3121
46.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 4684
70.0%
Decimal Number 879
 
13.1%
Space Separator 852
 
12.7%
Uppercase Letter 117
 
1.7%
Open Punctuation 59
 
0.9%
Close Punctuation 59
 
0.9%
Dash Punctuation 33
 
0.5%
Lowercase Letter 4
 
0.1%
Other Punctuation 4
 
0.1%
Letter Number 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
이 465
 
9.9%
놀 316
 
6.7%
동 309
 
6.6%
터 289
 
6.2%
아 278
 
5.9%
트 262
 
5.6%
파 259
 
5.5%
대 156
 
3.3%
린 129
 
2.8%
운 124
 
2.6%
Other values (200) 2097
44.8%
Uppercase Letter
ValueCountFrequency (%)
K 16
13.7%
I 14
12.0%
L 13
11.1%
C 12
10.3%
S 11
9.4%
E 10
8.5%
V 10
8.5%
G 10
8.5%
W 10
8.5%
T 3
 
2.6%
Other values (4) 8
6.8%
Decimal Number
ValueCountFrequency (%)
1 335
38.1%
0 206
23.4%
2 126
 
14.3%
3 76
 
8.6%
4 39
 
4.4%
5 36
 
4.1%
6 23
 
2.6%
8 16
 
1.8%
7 14
 
1.6%
9 8
 
0.9%
Other Punctuation
ValueCountFrequency (%)
· 3
75.0%
, 1
 
25.0%
Space Separator
ValueCountFrequency (%)
852
100.0%
Open Punctuation
ValueCountFrequency (%)
( 59
100.0%
Close Punctuation
ValueCountFrequency (%)
) 59
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 33
100.0%
Lowercase Letter
ValueCountFrequency (%)
e 4
100.0%
Letter Number
ValueCountFrequency (%)
Ⅱ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 4684
70.0%
Common 1886
28.2%
Latin 122
 
1.8%

Most frequent character per script

Hangul
ValueCountFrequency (%)
이 465
 
9.9%
놀 316
 
6.7%
동 309
 
6.6%
터 289
 
6.2%
아 278
 
5.9%
트 262
 
5.6%
파 259
 
5.5%
대 156
 
3.3%
린 129
 
2.8%
운 124
 
2.6%
Other values (200) 2097
44.8%
Common
ValueCountFrequency (%)
852
45.2%
1 335
 
17.8%
0 206
 
10.9%
2 126
 
6.7%
3 76
 
4.0%
( 59
 
3.1%
) 59
 
3.1%
4 39
 
2.1%
5 36
 
1.9%
- 33
 
1.7%
Other values (6) 65
 
3.4%
Latin
ValueCountFrequency (%)
K 16
13.1%
I 14
11.5%
L 13
10.7%
C 12
9.8%
S 11
9.0%
E 10
8.2%
V 10
8.2%
G 10
8.2%
W 10
8.2%
e 4
 
3.3%
Other values (6) 12
9.8%

Most occurring blocks

ValueCountFrequency (%)
Hangul 4684
70.0%
ASCII 2004
29.9%
None 3
 
< 0.1%
Number Forms 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
852
42.5%
1 335
 
16.7%
0 206
 
10.3%
2 126
 
6.3%
3 76
 
3.8%
( 59
 
2.9%
) 59
 
2.9%
4 39
 
1.9%
5 36
 
1.8%
- 33
 
1.6%
Other values (20) 183
 
9.1%
Hangul
ValueCountFrequency (%)
이 465
 
9.9%
놀 316
 
6.7%
동 309
 
6.6%
터 289
 
6.2%
아 278
 
5.9%
트 262
 
5.6%
파 259
 
5.5%
대 156
 
3.3%
린 129
 
2.8%
운 124
 
2.6%
Other values (200) 2097
44.8%
None
ValueCountFrequency (%)
· 3
100.0%
Number Forms
ValueCountFrequency (%)
Ⅱ 1
100.0%

주소2
Text

Distinct206
Distinct (%)55.7%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
2023-12-11T02:13:47.233258image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length48
Median length41
Mean length28.437838
Min length21

Characters and Unicode

Total characters10522
Distinct characters169
Distinct categories8 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique114 ?
Unique (%)30.8%

Sample

1st row부산광역시 해운대구 반여로 67 (반여동)
2nd row부산광역시 해운대구 반여로 67 (반여동, 해운대메가센텀한화꿈에그린아파트)
3rd row부산광역시 해운대구 반여로 67 (반여동)
4th row부산광역시 해운대구 해운대해변로 349-25 (중동)
5th row부산광역시 해운대구 양운로37번길 11 (좌동)
ValueCountFrequency (%)
부산광역시 370
18.8%
해운대구 370
18.8%
좌동 113
 
5.7%
우동 79
 
4.0%
반여동 52
 
2.6%
재송동 51
 
2.6%
중동 41
 
2.1%
해운대로 38
 
1.9%
세실로 25
 
1.3%
반송동 19
 
1.0%
Other values (294) 812
41.2%
2023-12-11T02:13:48.020750image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1600
 
15.2%
대 563
 
5.4%
해 529
 
5.0%
운 525
 
5.0%
동 445
 
4.2%
시 390
 
3.7%
산 376
 
3.6%
부 371
 
3.5%
( 371
 
3.5%
광 371
 
3.5%
Other values (159) 4981
47.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 6729
64.0%
Space Separator 1600
 
15.2%
Decimal Number 1335
 
12.7%
Open Punctuation 371
 
3.5%
Close Punctuation 371
 
3.5%
Other Punctuation 96
 
0.9%
Dash Punctuation 19
 
0.2%
Uppercase Letter 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
대 563
 
8.4%
해 529
 
7.9%
운 525
 
7.8%
동 445
 
6.6%
시 390
 
5.8%
산 376
 
5.6%
부 371
 
5.5%
광 371
 
5.5%
역 370
 
5.5%
구 370
 
5.5%
Other values (142) 2419
35.9%
Decimal Number
ValueCountFrequency (%)
1 287
21.5%
2 194
14.5%
3 165
12.4%
7 111
 
8.3%
5 107
 
8.0%
6 106
 
7.9%
8 104
 
7.8%
4 99
 
7.4%
9 81
 
6.1%
0 81
 
6.1%
Other Punctuation
ValueCountFrequency (%)
, 94
97.9%
， 2
 
2.1%
Space Separator
ValueCountFrequency (%)
1600
100.0%
Open Punctuation
ValueCountFrequency (%)
( 371
100.0%
Close Punctuation
ValueCountFrequency (%)
) 371
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 19
100.0%
Uppercase Letter
ValueCountFrequency (%)
A 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 6729
64.0%
Common 3792
36.0%
Latin 1
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
대 563
 
8.4%
해 529
 
7.9%
운 525
 
7.8%
동 445
 
6.6%
시 390
 
5.8%
산 376
 
5.6%
부 371
 
5.5%
광 371
 
5.5%
역 370
 
5.5%
구 370
 
5.5%
Other values (142) 2419
35.9%
Common
ValueCountFrequency (%)
1600
42.2%
( 371
 
9.8%
) 371
 
9.8%
1 287
 
7.6%
2 194
 
5.1%
3 165
 
4.4%
7 111
 
2.9%
5 107
 
2.8%
6 106
 
2.8%
8 104
 
2.7%
Other values (6) 376
 
9.9%
Latin
ValueCountFrequency (%)
A 1
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 6729
64.0%
ASCII 3791
36.0%
None 2
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1600
42.2%
( 371
 
9.8%
) 371
 
9.8%
1 287
 
7.6%
2 194
 
5.1%
3 165
 
4.4%
7 111
 
2.9%
5 107
 
2.8%
6 106
 
2.8%
8 104
 
2.7%
Other values (6) 375
 
9.9%
Hangul
ValueCountFrequency (%)
대 563
 
8.4%
해 529
 
7.9%
운 525
 
7.8%
동 445
 
6.6%
시 390
 
5.8%
산 376
 
5.6%
부 371
 
5.5%
광 371
 
5.5%
역 370
 
5.5%
구 370
 
5.5%
Other values (142) 2419
35.9%
None
ValueCountFrequency (%)
， 2
100.0%

설치장소
Categorical

IMBALANCE 

Distinct2
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size3.0 KiB
주택단지
361 
주상복합
 
9

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
주택단지 361
97.6%
주상복합 9
 
2.4%

Length

2023-12-11T02:13:48.261310image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:13:48.445791image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
주택단지 361
97.6%
주상복합 9
 
2.4%

Interactions

2023-12-11T02:13:43.617480image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T02:13:43.162582image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T02:13:43.897671image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T02:13:43.354229image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-11T02:13:48.554151image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번시설번호설치장소
연번1.0000.9420.264
시설번호0.9421.0000.098
설치장소0.2640.0981.000
2023-12-11T02:13:48.726189image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번시설번호설치장소
연번1.0001.0000.200
시설번호1.0001.0000.162
설치장소0.2000.1621.000

Missing values

2023-12-11T02:13:44.146660image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T02:13:44.351847image/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

연번시설번호놀이시설명주소2설치장소
0123539메가센텀 한화 꿈에그린 어린이놀이터-1 (101동앞)부산광역시 해운대구 반여로 67 (반여동)주택단지
1223540메가센텀 한화 꿈에그린 어린이놀이터-3 (110동앞)부산광역시 해운대구 반여로 67 (반여동, 해운대메가센텀한화꿈에그린아파트)주택단지
2323541메가센텀 한화 꿈에그린 어린이놀이터-4 (114동옆)부산광역시 해운대구 반여로 67 (반여동)주택단지
3423570두산위브아파트부산광역시 해운대구 해운대해변로 349-25 (중동)주택단지
4523869해운대현대아파트 102동 뒤 놀이터부산광역시 해운대구 양운로37번길 11 (좌동)주택단지
5625631동부올림픽타운 117동 옆 놀이터부산광역시 해운대구 해운대로 428 (우동)주택단지
6725836월드마크센텀부산광역시 해운대구 센텀동로 25, (101동 옆 3층 놀이터) (우동)주택단지
7826868송정2휴먼시아 202동 앞 놀이터부산광역시 해운대구 해운대로 1188 (송정동)주택단지
8926869송정2휴먼시아 중앙광장 앞 놀이터(유아)부산광역시 해운대구 해운대로 1188 (송정동)주택단지
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