Overview

Dataset statistics

Number of variables8
Number of observations22
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.5 KiB
Average record size in memory72.0 B

Variable types

Categorical3
Text2
Numeric2
DateTime1

Dataset

Description부산광역시강서구_다중이용시설실내공기질관리대상현황_20230725
Author부산광역시 강서구
URLhttp://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=15037917

Alerts

관리기관명 has constant value ""Constant
구군명 has constant value ""Constant
데이터기준일자 has constant value ""Constant
위도 is highly overall correlated with 경도High correlation
경도 is highly overall correlated with 위도High correlation
시설명 has unique valuesUnique
소재지 has unique valuesUnique
위도 has unique valuesUnique
경도 has unique valuesUnique

Reproduction

Analysis started2023-12-10 17:39:50.403071
Analysis finished2023-12-10 17:39:52.108302
Duration1.71 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

대상시설구분
Categorical

Distinct8
Distinct (%)36.4%
Missing0
Missing (%)0.0%
Memory size308.0 B
보육시설
11 
의료기관
3 
노인요양시설
2 
공항시설중여객터미널
2 
도서관
 
1
Other values (3)
3 

Length

Max length13
Median length4
Mean length5.0909091
Min length3

Unique

Unique4 ?
Unique (%)18.2%

Sample

1st row보육시설
2nd row도서관
3rd row보육시설
4th row보육시설
5th row노인요양시설

Common Values

ValueCountFrequency (%)
보육시설 11
50.0%
의료기관 3
 
13.6%
노인요양시설 2
 
9.1%
공항시설중여객터미널 2
 
9.1%
도서관 1
 
4.5%
인터넷컴퓨터게임시설제공업 1
 
4.5%
실내주차장 1
 
4.5%
목욕장 1
 
4.5%

Length

2023-12-11T02:39:52.257548image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:39:52.541873image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
보육시설 11
50.0%
의료기관 3
 
13.6%
노인요양시설 2
 
9.1%
공항시설중여객터미널 2
 
9.1%
도서관 1
 
4.5%
인터넷컴퓨터게임시설제공업 1
 
4.5%
실내주차장 1
 
4.5%
목욕장 1
 
4.5%

시설명
Text

UNIQUE 

Distinct22
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size308.0 B
2023-12-11T02:39:52.940895image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length18
Median length11.5
Mean length9.0909091
Min length5

Characters and Unicode

Total characters200
Distinct characters88
Distinct categories4 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique22 ?
Unique (%)100.0%

Sample

1st row라온제나어린이집
2nd row강서도서관
3rd rowKR 단미래 어린이집
4th row글로벌새싹어린이집
5th row을숙도노인요양원
ValueCountFrequency (%)
여객터미널 2
 
6.5%
김해공항 2
 
6.5%
라온제나어린이집 1
 
3.2%
365하하병원 1
 
3.2%
강변어린이집 1
 
3.2%
파랑새어린이집 1
 
3.2%
삼성전기부산어린이집 1
 
3.2%
갑을녹산병원 1
 
3.2%
갑을의료재단 1
 
3.2%
의료법인 1
 
3.2%
Other values (19) 19
61.3%
2023-12-11T02:39:53.726332image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
이 13
 
6.5%
어 11
 
5.5%
린 11
 
5.5%
집 11
 
5.5%
9
 
4.5%
산 7
 
3.5%
원 4
 
2.0%
강 4
 
2.0%
단 4
 
2.0%
해 4
 
2.0%
Other values (78) 122
61.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 184
92.0%
Space Separator 9
 
4.5%
Uppercase Letter 4
 
2.0%
Decimal Number 3
 
1.5%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
이 13
 
7.1%
어 11
 
6.0%
린 11
 
6.0%
집 11
 
6.0%
산 7
 
3.8%
원 4
 
2.2%
강 4
 
2.2%
단 4
 
2.2%
해 4
 
2.2%
지 3
 
1.6%
Other values (70) 112
60.9%
Uppercase Letter
ValueCountFrequency (%)
K 1
25.0%
R 1
25.0%
P 1
25.0%
C 1
25.0%
Decimal Number
ValueCountFrequency (%)
6 1
33.3%
3 1
33.3%
5 1
33.3%
Space Separator
ValueCountFrequency (%)
9
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 184
92.0%
Common 12
 
6.0%
Latin 4
 
2.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
이 13
 
7.1%
어 11
 
6.0%
린 11
 
6.0%
집 11
 
6.0%
산 7
 
3.8%
원 4
 
2.2%
강 4
 
2.2%
단 4
 
2.2%
해 4
 
2.2%
지 3
 
1.6%
Other values (70) 112
60.9%
Common
ValueCountFrequency (%)
9
75.0%
6 1
 
8.3%
3 1
 
8.3%
5 1
 
8.3%
Latin
ValueCountFrequency (%)
K 1
25.0%
R 1
25.0%
P 1
25.0%
C 1
25.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 184
92.0%
ASCII 16
 
8.0%

Most frequent character per block

Hangul
ValueCountFrequency (%)
이 13
 
7.1%
어 11
 
6.0%
린 11
 
6.0%
집 11
 
6.0%
산 7
 
3.8%
원 4
 
2.2%
강 4
 
2.2%
단 4
 
2.2%
해 4
 
2.2%
지 3
 
1.6%
Other values (70) 112
60.9%
ASCII
ValueCountFrequency (%)
9
56.2%
6 1
 
6.2%
3 1
 
6.2%
K 1
 
6.2%
R 1
 
6.2%
P 1
 
6.2%
C 1
 
6.2%
5 1
 
6.2%

소재지
Text

UNIQUE 

Distinct22
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size308.0 B
2023-12-11T02:39:54.222039image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length48
Median length36
Mean length27.5
Min length18

Characters and Unicode

Total characters605
Distinct characters77
Distinct categories9 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique22 ?
Unique (%)100.0%

Sample

1st row부산광역시 강서구 영강길 153-12 (명지동)
2nd row부산광역시 강서구 공항로811번길 10
3rd row부산광역시 강서구 명지오션시티9로 36
4th row부산광역시 강서구 명지오션시티9로 19
5th row부산광역시 강서구 낙동남로 991번길 54-1
ValueCountFrequency (%)
강서구 22
20.4%
부산광역시 20
18.5%
명지동 4
 
3.7%
명지오션시티4로 3
 
2.8%
송정동 3
 
2.8%
명지오션시티9로 2
 
1.9%
낙동남로 2
 
1.9%
공항진입로 2
 
1.9%
36 1
 
0.9%
삼성전기 1
 
0.9%
Other values (48) 48
44.4%
2023-12-11T02:39:55.060382image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
86
 
14.2%
산 31
 
5.1%
시 28
 
4.6%
강 24
 
4.0%
부 23
 
3.8%
1 23
 
3.8%
서 22
 
3.6%
구 22
 
3.6%
광 20
 
3.3%
역 20
 
3.3%
Other values (67) 306
50.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 366
60.5%
Decimal Number 101
 
16.7%
Space Separator 86
 
14.2%
Open Punctuation 17
 
2.8%
Close Punctuation 17
 
2.8%
Uppercase Letter 7
 
1.2%
Dash Punctuation 5
 
0.8%
Other Punctuation 5
 
0.8%
Math Symbol 1
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
산 31
 
8.5%
시 28
 
7.7%
강 24
 
6.6%
부 23
 
6.3%
서 22
 
6.0%
구 22
 
6.0%
광 20
 
5.5%
역 20
 
5.5%
로 20
 
5.5%
동 20
 
5.5%
Other values (44) 136
37.2%
Decimal Number
ValueCountFrequency (%)
1 23
22.8%
2 14
13.9%
3 14
13.9%
4 10
9.9%
9 9
 
8.9%
8 8
 
7.9%
6 7
 
6.9%
5 7
 
6.9%
0 6
 
5.9%
7 3
 
3.0%
Uppercase Letter
ValueCountFrequency (%)
O 1
14.3%
W 1
14.3%
N 1
14.3%
C 1
14.3%
T 1
14.3%
R 1
14.3%
E 1
14.3%
Space Separator
ValueCountFrequency (%)
86
100.0%
Open Punctuation
ValueCountFrequency (%)
( 17
100.0%
Close Punctuation
ValueCountFrequency (%)
) 17
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 5
100.0%
Other Punctuation
ValueCountFrequency (%)
, 5
100.0%
Math Symbol
ValueCountFrequency (%)
~ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 366
60.5%
Common 232
38.3%
Latin 7
 
1.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
산 31
 
8.5%
시 28
 
7.7%
강 24
 
6.6%
부 23
 
6.3%
서 22
 
6.0%
구 22
 
6.0%
광 20
 
5.5%
역 20
 
5.5%
로 20
 
5.5%
동 20
 
5.5%
Other values (44) 136
37.2%
Common
ValueCountFrequency (%)
86
37.1%
1 23
 
9.9%
( 17
 
7.3%
) 17
 
7.3%
2 14
 
6.0%
3 14
 
6.0%
4 10
 
4.3%
9 9
 
3.9%
8 8
 
3.4%
6 7
 
3.0%
Other values (6) 27
 
11.6%
Latin
ValueCountFrequency (%)
O 1
14.3%
W 1
14.3%
N 1
14.3%
C 1
14.3%
T 1
14.3%
R 1
14.3%
E 1
14.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 366
60.5%
ASCII 239
39.5%

Most frequent character per block

ASCII
ValueCountFrequency (%)
86
36.0%
1 23
 
9.6%
( 17
 
7.1%
) 17
 
7.1%
2 14
 
5.9%
3 14
 
5.9%
4 10
 
4.2%
9 9
 
3.8%
8 8
 
3.3%
6 7
 
2.9%
Other values (13) 34
 
14.2%
Hangul
ValueCountFrequency (%)
산 31
 
8.5%
시 28
 
7.7%
강 24
 
6.6%
부 23
 
6.3%
서 22
 
6.0%
구 22
 
6.0%
광 20
 
5.5%
역 20
 
5.5%
로 20
 
5.5%
동 20
 
5.5%
Other values (44) 136
37.2%

관리기관명
Categorical

CONSTANT 

Distinct1
Distinct (%)4.5%
Missing0
Missing (%)0.0%
Memory size308.0 B
부산광역시 강서구청
22 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row부산광역시 강서구청
2nd row부산광역시 강서구청
3rd row부산광역시 강서구청
4th row부산광역시 강서구청
5th row부산광역시 강서구청

Common Values

ValueCountFrequency (%)
부산광역시 강서구청 22
100.0%

Length

2023-12-11T02:39:55.349327image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:39:55.591416image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
부산광역시 22
50.0%
강서구청 22
50.0%

구군명
Categorical

CONSTANT 

Distinct1
Distinct (%)4.5%
Missing0
Missing (%)0.0%
Memory size308.0 B
강서구
22 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
강서구 22
100.0%

Length

2023-12-11T02:39:55.837190image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:39:56.090416image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
강서구 22
100.0%

위도
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct22
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean35.120865
Minimum35.08044
Maximum35.19837
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size330.0 B
2023-12-11T02:39:56.344036image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum35.08044
5-th percentile35.081184
Q135.086582
median35.10554
Q335.164113
95-th percentile35.192608
Maximum35.19837
Range0.11793
Interquartile range (IQR)0.07753

Descriptive statistics

Standard deviation0.042413139
Coefficient of variation (CV)0.0012076336
Kurtosis-1.0124803
Mean35.120865
Median Absolute Deviation (MAD)0.021595
Skewness0.81628405
Sum772.65904
Variance0.0017988743
MonotonicityNot monotonic
2023-12-11T02:39:56.676985image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=22)
ValueCountFrequency (%)
35.09056 1
 
4.5%
35.08044 1
 
4.5%
35.1884 1
 
4.5%
35.0811 1
 
4.5%
35.19837 1
 
4.5%
35.08589 1
 
4.5%
35.10041 1
 
4.5%
35.17271 1
 
4.5%
35.17191 1
 
4.5%
35.11067 1
 
4.5%
Other values (12) 12
54.5%
ValueCountFrequency (%)
35.08044 1
4.5%
35.0811 1
4.5%
35.08278 1
4.5%
35.08327 1
4.5%
35.08462 1
4.5%
35.08589 1
4.5%
35.08866 1
4.5%
35.0901 1
4.5%
35.09056 1
4.5%
35.0961 1
4.5%
ValueCountFrequency (%)
35.19837 1
4.5%
35.19283 1
4.5%
35.1884 1
4.5%
35.18002 1
4.5%
35.17271 1
4.5%
35.17191 1
4.5%
35.14072 1
4.5%
35.11577 1
4.5%
35.1121 1
4.5%
35.11161 1
4.5%

경도
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct22
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean128.90587
Minimum128.84195
Maximum128.95738
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size330.0 B
2023-12-11T02:39:56.950736image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum128.84195
5-th percentile128.85334
Q1128.88882
median128.90438
Q3128.92501
95-th percentile128.95183
Maximum128.95738
Range0.11543
Interquartile range (IQR)0.0361875

Descriptive statistics

Standard deviation0.034288785
Coefficient of variation (CV)0.00026599864
Kurtosis-0.75198253
Mean128.90587
Median Absolute Deviation (MAD)0.02026
Skewness-0.31794169
Sum2835.929
Variance0.0011757208
MonotonicityNot monotonic
2023-12-11T02:39:57.916529image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=22)
ValueCountFrequency (%)
128.85331 1
 
4.5%
128.90393 1
 
4.5%
128.952 1
 
4.5%
128.9032 1
 
4.5%
128.92539 1
 
4.5%
128.90735 1
 
4.5%
128.84195 1
 
4.5%
128.94573 1
 
4.5%
128.94858 1
 
4.5%
128.88546 1
 
4.5%
Other values (12) 12
54.5%
ValueCountFrequency (%)
128.84195 1
4.5%
128.85331 1
4.5%
128.85393 1
4.5%
128.85775 1
4.5%
128.87011 1
4.5%
128.88546 1
4.5%
128.89892 1
4.5%
128.9032 1
4.5%
128.90325 1
4.5%
128.90393 1
4.5%
ValueCountFrequency (%)
128.95738 1
4.5%
128.952 1
4.5%
128.94858 1
4.5%
128.94731 1
4.5%
128.94573 1
4.5%
128.92539 1
4.5%
128.92388 1
4.5%
128.92351 1
4.5%
128.91736 1
4.5%
128.90735 1
4.5%

데이터기준일자
Date

CONSTANT 

Distinct1
Distinct (%)4.5%
Missing0
Missing (%)0.0%
Memory size308.0 B
Minimum2023-07-25 00:00:00
Maximum2023-07-25 00:00:00
2023-12-11T02:39:58.309384image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T02:39:58.713157image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Interactions

2023-12-11T02:39:51.338068image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T02:39:50.897998image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T02:39:51.532918image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T02:39:51.127884image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-11T02:39:58.939403image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
대상시설구분시설명소재지위도경도
대상시설구분1.0001.0001.0000.0000.242
시설명1.0001.0001.0001.0001.000
소재지1.0001.0001.0001.0001.000
위도0.0001.0001.0001.0000.558
경도0.2421.0001.0000.5581.000
2023-12-11T02:39:59.252401image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
위도경도대상시설구분
위도1.0000.5860.000
경도0.5861.0000.133
대상시설구분0.0000.1331.000

Missing values

2023-12-11T02:39:51.757147image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T02:39:52.019810image/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

대상시설구분시설명소재지관리기관명구군명위도경도데이터기준일자
0보육시설라온제나어린이집부산광역시 강서구 영강길 153-12 (명지동)부산광역시 강서구청강서구35.09056128.853312023-07-25
1도서관강서도서관부산광역시 강서구 공항로811번길 10부산광역시 강서구청강서구35.0961128.857752023-07-25
2보육시설KR 단미래 어린이집부산광역시 강서구 명지오션시티9로 36부산광역시 강서구청강서구35.1121128.870112023-07-25
3보육시설글로벌새싹어린이집부산광역시 강서구 명지오션시티9로 19부산광역시 강서구청강서구35.14072128.947312023-07-25
4노인요양시설을숙도노인요양원부산광역시 강서구 낙동남로 991번길 54-1부산광역시 강서구청강서구35.11161128.923512023-07-25
5노인요양시설참사랑노인건강센터부산광역시 강서구 상덕로 119번길 28-11부산광역시 강서구청강서구35.18002128.957382023-07-25
6보육시설녹산산단바른어린이집부산광역시 강서구 녹산산단335로 11 (송정동)부산광역시 강서구청강서구35.08866128.898922023-07-25
7인터넷컴퓨터게임시설제공업엠탐PC토랑 명지점부산광역시 강서구 명지오션시티4로 70, 3층 301호 (명지동, NC TOWER)부산광역시 강서구청강서구35.11577128.923882023-07-25
8의료기관웰하이여성아동병원부산광역시 강서구 명지오션시티4로 95, 2~8,10층 (명지동)부산광역시 강서구청강서구35.19283128.917362023-07-25
9보육시설명지녹산산단명지어린이집부산광역시 강서구 명지오션시티11로 79(명지동)부산광역시 강서구청강서구35.08327128.903942023-07-25
대상시설구분시설명소재지관리기관명구군명위도경도데이터기준일자
12보육시설제일어린이집부산광역시 강서구 송정길43번길 16(송정동)부산광역시 강서구청강서구35.08044128.903932023-07-25
13실내주차장호산나교회부산광역시 강서구 명지오션시티6로 2 (명지동)부산광역시 강서구청강서구35.08462128.904812023-07-25
14목욕장강서해수온천부산광역시 강서구 제도로 965(강동동)부산광역시 강서구청강서구35.11067128.885462023-07-25
15보육시설우방아이유쉘어린이집부산광역시 강서구 화전산단4로 74(화전동, 우방아이유쉘)부산광역시 강서구청강서구35.17191128.948582023-07-25
16의료기관의료법인 갑을의료재단 갑을녹산병원부산광역시 강서구 녹산산단321로 24-8 (송정동)부산광역시 강서구청강서구35.17271128.945732023-07-25
17보육시설삼성전기부산어린이집부산광역시 강서구 녹산산업중로 333 삼성전기 부산공장 33호동(여자기숙사) (송정동)부산광역시 강서구청강서구35.10041128.841952023-07-25
18보육시설파랑새어린이집부산광역시 강서구 낙동남로 458-2 (녹산동)부산광역시 강서구청강서구35.08589128.907352023-07-25
19보육시설강변어린이집부산광역시 강서구 공항로361번길 26 (대저2동)부산광역시 강서구청강서구35.19837128.925392023-07-25
20의료기관365하하병원부산 강서구 명지오션시티4로 88부산광역시 강서구청강서구35.0811128.90322023-07-25
21보육시설해성어린이집부산시 강서구 공항진입로42번길 20(대저2동)부산광역시 강서구청강서구35.1884128.9522023-07-25