Overview

Dataset statistics

Number of variables8
Number of observations186
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory12.1 KiB
Average record size in memory66.7 B

Variable types

Categorical4
Text2
Numeric2

Dataset

Description부산광역시부산진구다중이용시설실내공기질관리대상현황_20221201
Author부산광역시 부산진구
URLhttp://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=15037964

Alerts

관리기관명 has constant value ""Constant
구군명 has constant value ""Constant
데이터기준일자 has constant value ""Constant

Reproduction

Analysis started2023-12-10 17:34:40.601460
Analysis finished2023-12-10 17:34:42.828134
Duration2.23 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

대상시설구분
Categorical

Distinct15
Distinct (%)8.1%
Missing0
Missing (%)0.0%
Memory size1.6 KiB
실내주차장
42 
의료기관
37 
대규모점포
27 
어린이집
20 
PC영업시설
15 
Other values (10)
45 

Length

Max length7
Median length6
Mean length4.5752688
Min length2

Unique

Unique1 ?
Unique (%)0.5%

Sample

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

Common Values

ValueCountFrequency (%)
실내주차장 42
22.6%
의료기관 37
19.9%
대규모점포 27
14.5%
어린이집 20
10.8%
PC영업시설 15
 
8.1%
지하역사 10
 
5.4%
목욕장 9
 
4.8%
노인요양시설 5
 
2.7%
영화상영관 5
 
2.7%
장례식장 4
 
2.2%
Other values (5) 12
 
6.5%

Length

2023-12-11T02:34:42.978398image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
실내주차장 42
22.6%
의료기관 37
19.9%
대규모점포 27
14.5%
어린이집 20
10.8%
pc영업시설 15
 
8.1%
지하역사 10
 
5.4%
목욕장 9
 
4.8%
노인요양시설 5
 
2.7%
영화상영관 5
 
2.7%
장례식장 4
 
2.2%
Other values (5) 12
 
6.5%

시설명
Text

Distinct176
Distinct (%)94.6%
Missing0
Missing (%)0.0%
Memory size1.6 KiB
2023-12-11T02:34:43.622680image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length29
Median length20
Mean length9.0698925
Min length3

Characters and Unicode

Total characters1687
Distinct characters292
Distinct categories9 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique166 ?
Unique (%)89.2%

Sample

1st row양정역
2nd row부전역
3rd row서면역(1호선)
4th row범내골역
5th row개금역
ValueCountFrequency (%)
pc 5
 
1.9%
의료법인 5
 
1.9%
서면점 4
 
1.5%
의)브니엘의료재단 4
 
1.5%
삼정타워 3
 
1.1%
nc백화점(디씨티 2
 
0.8%
누리엔 2
 
0.8%
청십자의료재단 2
 
0.8%
pc토랑 2
 
0.8%
변경 2
 
0.8%
Other values (223) 235
88.3%
2023-12-11T02:34:44.621464image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
85
 
5.0%
원 58
 
3.4%
부 45
 
2.7%
산 43
 
2.5%
병 39
 
2.3%
이 36
 
2.1%
양 33
 
2.0%
의 32
 
1.9%
어 27
 
1.6%
시 26
 
1.5%
Other values (282) 1263
74.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1430
84.8%
Uppercase Letter 93
 
5.5%
Space Separator 85
 
5.0%
Open Punctuation 22
 
1.3%
Close Punctuation 22
 
1.3%
Decimal Number 18
 
1.1%
Other Symbol 9
 
0.5%
Other Punctuation 6
 
0.4%
Dash Punctuation 2
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
원 58
 
4.1%
부 45
 
3.1%
산 43
 
3.0%
병 39
 
2.7%
이 36
 
2.5%
양 33
 
2.3%
의 32
 
2.2%
어 27
 
1.9%
시 26
 
1.8%
스 25
 
1.7%
Other values (248) 1066
74.5%
Uppercase Letter
ValueCountFrequency (%)
C 21
22.6%
P 17
18.3%
A 8
 
8.6%
O 8
 
8.6%
G 7
 
7.5%
S 5
 
5.4%
E 5
 
5.4%
V 3
 
3.2%
T 3
 
3.2%
K 3
 
3.2%
Other values (9) 13
14.0%
Decimal Number
ValueCountFrequency (%)
2 7
38.9%
1 5
27.8%
4 2
 
11.1%
0 1
 
5.6%
5 1
 
5.6%
8 1
 
5.6%
3 1
 
5.6%
Other Punctuation
ValueCountFrequency (%)
. 3
50.0%
, 2
33.3%
& 1
 
16.7%
Space Separator
ValueCountFrequency (%)
85
100.0%
Open Punctuation
ValueCountFrequency (%)
( 22
100.0%
Close Punctuation
ValueCountFrequency (%)
) 22
100.0%
Other Symbol
ValueCountFrequency (%)
㈜ 9
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1439
85.3%
Common 155
 
9.2%
Latin 93
 
5.5%

Most frequent character per script

Hangul
ValueCountFrequency (%)
원 58
 
4.0%
부 45
 
3.1%
산 43
 
3.0%
병 39
 
2.7%
이 36
 
2.5%
양 33
 
2.3%
의 32
 
2.2%
어 27
 
1.9%
시 26
 
1.8%
스 25
 
1.7%
Other values (249) 1075
74.7%
Latin
ValueCountFrequency (%)
C 21
22.6%
P 17
18.3%
A 8
 
8.6%
O 8
 
8.6%
G 7
 
7.5%
S 5
 
5.4%
E 5
 
5.4%
V 3
 
3.2%
T 3
 
3.2%
K 3
 
3.2%
Other values (9) 13
14.0%
Common
ValueCountFrequency (%)
85
54.8%
( 22
 
14.2%
) 22
 
14.2%
2 7
 
4.5%
1 5
 
3.2%
. 3
 
1.9%
4 2
 
1.3%
, 2
 
1.3%
- 2
 
1.3%
0 1
 
0.6%
Other values (4) 4
 
2.6%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1430
84.8%
ASCII 248
 
14.7%
None 9
 
0.5%

Most frequent character per block

ASCII
ValueCountFrequency (%)
85
34.3%
( 22
 
8.9%
) 22
 
8.9%
C 21
 
8.5%
P 17
 
6.9%
A 8
 
3.2%
O 8
 
3.2%
G 7
 
2.8%
2 7
 
2.8%
1 5
 
2.0%
Other values (23) 46
18.5%
Hangul
ValueCountFrequency (%)
원 58
 
4.1%
부 45
 
3.1%
산 43
 
3.0%
병 39
 
2.7%
이 36
 
2.5%
양 33
 
2.3%
의 32
 
2.2%
어 27
 
1.9%
시 26
 
1.8%
스 25
 
1.7%
Other values (248) 1066
74.5%
None
ValueCountFrequency (%)
㈜ 9
100.0%

소재지
Text

Distinct170
Distinct (%)91.4%
Missing0
Missing (%)0.0%
Memory size1.6 KiB
2023-12-11T02:34:45.276046image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length69
Median length39
Mean length24.688172
Min length16

Characters and Unicode

Total characters4592
Distinct characters145
Distinct categories8 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique156 ?
Unique (%)83.9%

Sample

1st row부산광역시 부산진구 중앙대로 지하 930
2nd row부산광역시 부산진구 중앙대로 지하 786
3rd row부산광역시 부산진구 중앙대로 지하 730
4th row부산광역시 부산진구 중앙대로 지하 612
5th row부산광역시 부산진구 가야대로 지하 442
ValueCountFrequency (%)
부산광역시 186
20.5%
부산진구 186
20.5%
중앙대로 37
 
4.1%
가야대로 28
 
3.1%
부전동 12
 
1.3%
지하 11
 
1.2%
서면로 8
 
0.9%
동천로 7
 
0.8%
새싹로 7
 
0.8%
자유평화로 7
 
0.8%
Other values (286) 417
46.0%
2023-12-11T02:34:46.124483image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
725
15.8%
부 404
 
8.8%
산 380
 
8.3%
시 195
 
4.2%
진 191
 
4.2%
광 189
 
4.1%
구 188
 
4.1%
로 188
 
4.1%
역 186
 
4.1%
1 135
 
2.9%
Other values (135) 1811
39.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 2949
64.2%
Space Separator 725
 
15.8%
Decimal Number 720
 
15.7%
Other Punctuation 73
 
1.6%
Close Punctuation 44
 
1.0%
Open Punctuation 44
 
1.0%
Math Symbol 21
 
0.5%
Dash Punctuation 16
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
부 404
13.7%
산 380
12.9%
시 195
 
6.6%
진 191
 
6.5%
광 189
 
6.4%
구 188
 
6.4%
로 188
 
6.4%
역 186
 
6.3%
대 97
 
3.3%
층 69
 
2.3%
Other values (117) 862
29.2%
Decimal Number
ValueCountFrequency (%)
1 135
18.8%
7 98
13.6%
2 86
11.9%
6 77
10.7%
4 66
9.2%
3 62
8.6%
5 57
7.9%
0 56
7.8%
8 45
 
6.2%
9 38
 
5.3%
Other Punctuation
ValueCountFrequency (%)
, 71
97.3%
* 1
 
1.4%
: 1
 
1.4%
Space Separator
ValueCountFrequency (%)
725
100.0%
Close Punctuation
ValueCountFrequency (%)
) 44
100.0%
Open Punctuation
ValueCountFrequency (%)
( 44
100.0%
Math Symbol
ValueCountFrequency (%)
~ 21
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 16
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 2949
64.2%
Common 1643
35.8%

Most frequent character per script

Hangul
ValueCountFrequency (%)
부 404
13.7%
산 380
12.9%
시 195
 
6.6%
진 191
 
6.5%
광 189
 
6.4%
구 188
 
6.4%
로 188
 
6.4%
역 186
 
6.3%
대 97
 
3.3%
층 69
 
2.3%
Other values (117) 862
29.2%
Common
ValueCountFrequency (%)
725
44.1%
1 135
 
8.2%
7 98
 
6.0%
2 86
 
5.2%
6 77
 
4.7%
, 71
 
4.3%
4 66
 
4.0%
3 62
 
3.8%
5 57
 
3.5%
0 56
 
3.4%
Other values (8) 210
 
12.8%

Most occurring blocks

ValueCountFrequency (%)
Hangul 2949
64.2%
ASCII 1643
35.8%

Most frequent character per block

ASCII
ValueCountFrequency (%)
725
44.1%
1 135
 
8.2%
7 98
 
6.0%
2 86
 
5.2%
6 77
 
4.7%
, 71
 
4.3%
4 66
 
4.0%
3 62
 
3.8%
5 57
 
3.5%
0 56
 
3.4%
Other values (8) 210
 
12.8%
Hangul
ValueCountFrequency (%)
부 404
13.7%
산 380
12.9%
시 195
 
6.6%
진 191
 
6.5%
광 189
 
6.4%
구 188
 
6.4%
로 188
 
6.4%
역 186
 
6.3%
대 97
 
3.3%
층 69
 
2.3%
Other values (117) 862
29.2%

관리기관명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.6 KiB
부산광역시 부산진구청
186 

Length

Max length11
Median length11
Mean length11
Min length11

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
부산광역시 부산진구청 186
100.0%

Length

2023-12-11T02:34:46.374777image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:34:46.570066image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
부산광역시 186
50.0%
부산진구청 186
50.0%

구군명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.6 KiB
부산진구
186 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
부산진구 186
100.0%

Length

2023-12-11T02:34:46.765722image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:34:46.947041image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
부산진구 186
100.0%

데이터기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.6 KiB
2022-12-01
186 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2022-12-01
2nd row2022-12-01
3rd row2022-12-01
4th row2022-12-01
5th row2022-12-01

Common Values

ValueCountFrequency (%)
2022-12-01 186
100.0%

Length

2023-12-11T02:34:47.140276image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:34:47.354124image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2022-12-01 186
100.0%

위도
Real number (ℝ)

Distinct137
Distinct (%)73.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean35.1585
Minimum35.127087
Maximum35.263345
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.8 KiB
2023-12-11T02:34:47.550598image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum35.127087
5-th percentile35.1434
Q135.15296
median35.156853
Q335.1627
95-th percentile35.17336
Maximum35.263345
Range0.1362585
Interquartile range (IQR)0.009739575

Descriptive statistics

Standard deviation0.012000276
Coefficient of variation (CV)0.00034131933
Kurtosis30.641711
Mean35.1585
Median Absolute Deviation (MAD)0.0054033
Skewness3.6987838
Sum6539.4811
Variance0.00014400662
MonotonicityNot monotonic
2023-12-11T02:34:47.805388image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
35.1578057 5
 
2.7%
35.16263953 5
 
2.7%
35.1568526 5
 
2.7%
35.1530083 4
 
2.2%
35.1552641 4
 
2.2%
35.1545019 4
 
2.2%
35.1495471 4
 
2.2%
35.1542841 3
 
1.6%
35.1570356 3
 
1.6%
35.1626425 2
 
1.1%
Other values (127) 147
79.0%
ValueCountFrequency (%)
35.1270869 1
0.5%
35.1416249 2
1.1%
35.1416917 1
0.5%
35.1417451 2
1.1%
35.1418595 1
0.5%
35.1418782 1
0.5%
35.1420626 1
0.5%
35.1426032 1
0.5%
35.1457908 1
0.5%
35.1459356 1
0.5%
ValueCountFrequency (%)
35.2633454 1
0.5%
35.1832775 2
1.1%
35.1815517 1
0.5%
35.1792026 1
0.5%
35.1758086 1
0.5%
35.1747949 1
0.5%
35.1746785 1
0.5%
35.1734165 1
0.5%
35.1733596 2
1.1%
35.1731808 2
1.1%

경도
Real number (ℝ)

Distinct137
Distinct (%)73.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean128.04417
Minimum35.152901
Maximum129.09549
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.8 KiB
2023-12-11T02:34:48.079115image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum35.152901
5-th percentile129.02381
Q1129.04957
median129.05827
Q3129.06182
95-th percentile129.07034
Maximum129.09549
Range93.942589
Interquartile range (IQR)0.012250175

Descriptive statistics

Standard deviation9.7101691
Coefficient of variation (CV)0.075834528
Kurtosis90.455972
Mean128.04417
Median Absolute Deviation (MAD)0.00572495
Skewness-9.5646848
Sum23816.215
Variance94.287383
MonotonicityNot monotonic
2023-12-11T02:34:48.351862image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
129.0499681 5
 
2.7%
129.0505507 5
 
2.7%
129.0566466 5
 
2.7%
129.0596228 4
 
2.2%
129.0606925 4
 
2.2%
129.0334678 4
 
2.2%
129.0648567 4
 
2.2%
129.0573158 3
 
1.6%
129.0630291 3
 
1.6%
129.0531904 2
 
1.1%
Other values (127) 147
79.0%
ValueCountFrequency (%)
35.1529013 1
0.5%
35.1636897 1
0.5%
129.0178835 1
0.5%
129.019538 1
0.5%
129.0197498 1
0.5%
129.0208401 2
1.1%
129.0225107 1
0.5%
129.0231437 1
0.5%
129.0235092 1
0.5%
129.024701 2
1.1%
ValueCountFrequency (%)
129.0954903 1
0.5%
129.0771742 1
0.5%
129.0741171 1
0.5%
129.0737388 1
0.5%
129.0732276 1
0.5%
129.0727996 1
0.5%
129.0716411 1
0.5%
129.0713869 1
0.5%
129.0712233 1
0.5%
129.0703445 2
1.1%

Interactions

2023-12-11T02:34:42.089024image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T02:34:41.708224image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T02:34:42.249412image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T02:34:41.907768image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-11T02:34:48.532062image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
대상시설구분위도경도
대상시설구분1.0000.6680.482
위도0.6681.0000.000
경도0.4820.0001.000
2023-12-11T02:34:48.693230image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
위도경도대상시설구분
위도1.0000.0570.377
경도0.0571.0000.425
대상시설구분0.3770.4251.000

Missing values

2023-12-11T02:34:42.462415image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T02:34:42.720890image/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

대상시설구분시설명소재지관리기관명구군명데이터기준일자위도경도
0지하역사양정역부산광역시 부산진구 중앙대로 지하 930부산광역시 부산진구청부산진구2022-12-0135.172968129.071223
1지하역사부전역부산광역시 부산진구 중앙대로 지하 786부산광역시 부산진구청부산진구2022-12-0135.162639129.063009
2지하역사서면역(1호선)부산광역시 부산진구 중앙대로 지하 730부산광역시 부산진구청부산진구2022-12-0135.16264129.050551
3지하역사범내골역부산광역시 부산진구 중앙대로 지하 612부산광역시 부산진구청부산진구2022-12-0135.14726129.06001
4지하역사개금역부산광역시 부산진구 가야대로 지하 442부산광역시 부산진구청부산진구2022-12-0135.16264129.050551
5지하역사동의대역부산광역시 부산진구 가야대로 지하 554부산광역시 부산진구청부산진구2022-12-0135.153536129.03273
6지하역사가야역부산광역시 부산진구 가야대로 지하 650부산광역시 부산진구청부산진구2022-12-0135.16264129.050551
7지하역사부암역부산광역시 부산진구 가야대로 지하 719부산광역시 부산진구청부산진구2022-12-0135.15765129.050058
8지하역사서면역(2호선)부산광역시 부산진구 중앙대로 지하 730부산광역시 부산진구청부산진구2022-12-0135.16264129.050551
9지하역사전포역부산광역시 부산진구 전포대로 지하 181부산광역시 부산진구청부산진구2022-12-0135.16264129.050551
대상시설구분시설명소재지관리기관명구군명데이터기준일자위도경도
176의료기관더존한방병원부산광역시 부산진구 중앙대로 708(부전동)부산광역시 부산진구청부산진구2022-12-0135.155991129.059579
177의료기관부산큰병원부산광역시 부산진구 가야대로 494(개금동), 2층 행정실부산광역시 부산진구청부산진구2022-12-0135.152847129.026198
178의료기관연세척병원부산광역시 부산진구 가야대로 715(당감동), 2층 행정부부산광역시 부산진구청부산진구2022-12-0135.154502129.033468
179실내주차장삼정 그린코아 더 시티부산광역시 부산진구 중앙대로 797부산광역시 부산진구청부산진구2022-12-0135.158733129.063596
180실내주차장다인 로얄팰리스부산광역시 부산진구 신천대로65번길 9부산광역시 부산진구청부산진구2022-12-0135.149659129.058298
181어린이집백산어린이집부산광역시 부산진구 백양순환로 18부산광역시 부산진구청부산진구2022-12-0135.166283129.033308
182노인요양시설애림실버웰부산광역시 부산진구 안창로10번길 72-25(범천동) (지하1층~지상4층)부산광역시 부산진구청부산진구2022-12-0135.147219129.04521
183의료기관본스타병원부산광역시 부산진구 중앙대로 777, 4~7층(서면호텔 복합시설)부산광역시 부산진구청부산진구2022-12-0135.157961129.056671
184어린이놀이시설플레이타임-롯데백화점-챔피온부산광역시 부산진구 가야대로 772 (부전동) 롯데백화점 부산본점 지하1층부산광역시 부산진구청부산진구2022-12-0135.156853129.056647
185영화상영관CGV서면상상마당부산광역시 부산진구 서면로 39, 8~12층부산광역시 부산진구청부산진구2022-12-0135.154284129.057316