Overview

Dataset statistics

Number of variables8
Number of observations190
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory12.4 KiB
Average record size in memory66.7 B

Variable types

Categorical4
Text2
Numeric2

Dataset

Description부산광역시부산진구_다중이용시설실내공기질관리대상현황_20191130
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 17:34:26.957611
Analysis finished2023-12-10 17:34:29.607363
Duration2.65 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

대상시설구분
Categorical

Distinct14
Distinct (%)7.4%
Missing0
Missing (%)0.0%
Memory size1.6 KiB
실내주차장
43 
의료기관
32 
대규모점포
28 
PC영업시설
21 
보육시설
21 
Other values (9)
45 

Length

Max length7
Median length6
Mean length4.5842105
Min length2

Unique

Unique1 ?
Unique (%)0.5%

Sample

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

Common Values

ValueCountFrequency (%)
실내주차장 43
22.6%
의료기관 32
16.8%
대규모점포 28
14.7%
PC영업시설 21
11.1%
보육시설 21
11.1%
목욕장 11
 
5.8%
지하역사 10
 
5.3%
학원 7
 
3.7%
노인요양시설 4
 
2.1%
영화상영관 4
 
2.1%
Other values (4) 9
 
4.7%

Length

2023-12-11T02:34:29.767283image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
실내주차장 43
22.6%
의료기관 32
16.8%
대규모점포 28
14.7%
pc영업시설 21
11.1%
보육시설 21
11.1%
목욕장 11
 
5.8%
지하역사 10
 
5.3%
학원 7
 
3.7%
노인요양시설 4
 
2.1%
영화상영관 4
 
2.1%
Other values (4) 9
 
4.7%

시설명
Text

Distinct177
Distinct (%)93.2%
Missing0
Missing (%)0.0%
Memory size1.6 KiB
2023-12-11T02:34:30.293058image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length26
Median length17
Mean length8.2421053
Min length3

Characters and Unicode

Total characters1566
Distinct characters286
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

Unique164 ?
Unique (%)86.3%

Sample

1st row양정역
2nd row부전역
3rd row서면역(1호선)
4th row범내골역
5th row개금역
ValueCountFrequency (%)
pc 5
 
2.0%
서면점 4
 
1.6%
의료법인 4
 
1.6%
홈플러스 3
 
1.2%
전포역 2
 
0.8%
nc백화점(디씨티 2
 
0.8%
pc방 2
 
0.8%
양정역 2
 
0.8%
네오스파 2
 
0.8%
롯데시네마 2
 
0.8%
Other values (214) 225
88.9%
2023-12-11T02:34:31.329384image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
67
 
4.3%
원 57
 
3.6%
부 40
 
2.6%
산 38
 
2.4%
이 35
 
2.2%
병 33
 
2.1%
스 31
 
2.0%
양 31
 
2.0%
의 27
 
1.7%
어 25
 
1.6%
Other values (276) 1182
75.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1343
85.8%
Uppercase Letter 94
 
6.0%
Space Separator 67
 
4.3%
Decimal Number 16
 
1.0%
Close Punctuation 15
 
1.0%
Open Punctuation 15
 
1.0%
Other Symbol 9
 
0.6%
Lowercase Letter 4
 
0.3%
Other Punctuation 3
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
원 57
 
4.2%
부 40
 
3.0%
산 38
 
2.8%
이 35
 
2.6%
병 33
 
2.5%
스 31
 
2.3%
양 31
 
2.3%
의 27
 
2.0%
어 25
 
1.9%
시 24
 
1.8%
Other values (246) 1002
74.6%
Uppercase Letter
ValueCountFrequency (%)
C 20
21.3%
P 19
20.2%
O 9
9.6%
A 8
 
8.5%
G 6
 
6.4%
S 5
 
5.3%
E 5
 
5.3%
K 4
 
4.3%
T 3
 
3.2%
N 3
 
3.2%
Other values (9) 12
12.8%
Decimal Number
ValueCountFrequency (%)
2 7
43.8%
4 3
18.8%
3 3
18.8%
1 3
18.8%
Lowercase Letter
ValueCountFrequency (%)
c 2
50.0%
p 2
50.0%
Space Separator
ValueCountFrequency (%)
67
100.0%
Close Punctuation
ValueCountFrequency (%)
) 15
100.0%
Open Punctuation
ValueCountFrequency (%)
( 15
100.0%
Other Symbol
ValueCountFrequency (%)
㈜ 9
100.0%
Other Punctuation
ValueCountFrequency (%)
, 3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1352
86.3%
Common 116
 
7.4%
Latin 98
 
6.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
원 57
 
4.2%
부 40
 
3.0%
산 38
 
2.8%
이 35
 
2.6%
병 33
 
2.4%
스 31
 
2.3%
양 31
 
2.3%
의 27
 
2.0%
어 25
 
1.8%
시 24
 
1.8%
Other values (247) 1011
74.8%
Latin
ValueCountFrequency (%)
C 20
20.4%
P 19
19.4%
O 9
9.2%
A 8
 
8.2%
G 6
 
6.1%
S 5
 
5.1%
E 5
 
5.1%
K 4
 
4.1%
T 3
 
3.1%
N 3
 
3.1%
Other values (11) 16
16.3%
Common
ValueCountFrequency (%)
67
57.8%
) 15
 
12.9%
( 15
 
12.9%
2 7
 
6.0%
, 3
 
2.6%
4 3
 
2.6%
3 3
 
2.6%
1 3
 
2.6%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1343
85.8%
ASCII 214
 
13.7%
None 9
 
0.6%

Most frequent character per block

ASCII
ValueCountFrequency (%)
67
31.3%
C 20
 
9.3%
P 19
 
8.9%
) 15
 
7.0%
( 15
 
7.0%
O 9
 
4.2%
A 8
 
3.7%
2 7
 
3.3%
G 6
 
2.8%
S 5
 
2.3%
Other values (19) 43
20.1%
Hangul
ValueCountFrequency (%)
원 57
 
4.2%
부 40
 
3.0%
산 38
 
2.8%
이 35
 
2.6%
병 33
 
2.5%
스 31
 
2.3%
양 31
 
2.3%
의 27
 
2.0%
어 25
 
1.9%
시 24
 
1.8%
Other values (246) 1002
74.6%
None
ValueCountFrequency (%)
㈜ 9
100.0%

소재지
Text

Distinct164
Distinct (%)86.3%
Missing0
Missing (%)0.0%
Memory size1.6 KiB
2023-12-11T02:34:32.121401image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length42
Median length39
Mean length21.710526
Min length16

Characters and Unicode

Total characters4125
Distinct characters115
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

Unique143 ?
Unique (%)75.3%

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 190
22.2%
부산진구 190
22.2%
중앙대로 42
 
4.9%
가야대로 27
 
3.2%
지하 11
 
1.3%
새싹로 9
 
1.1%
동천로 8
 
0.9%
서면로 7
 
0.8%
신천대로 7
 
0.8%
동평로 7
 
0.8%
Other values (240) 356
41.7%
2023-12-11T02:34:33.261746image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
666
16.1%
부 389
 
9.4%
산 383
 
9.3%
시 196
 
4.8%
진 194
 
4.7%
광 193
 
4.7%
로 190
 
4.6%
역 190
 
4.6%
구 190
 
4.6%
1 109
 
2.6%
Other values (105) 1425
34.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 2698
65.4%
Decimal Number 679
 
16.5%
Space Separator 666
 
16.1%
Other Punctuation 36
 
0.9%
Dash Punctuation 18
 
0.4%
Math Symbol 12
 
0.3%
Open Punctuation 8
 
0.2%
Close Punctuation 8
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
부 389
14.4%
산 383
14.2%
시 196
 
7.3%
진 194
 
7.2%
광 193
 
7.2%
로 190
 
7.0%
역 190
 
7.0%
구 190
 
7.0%
대 99
 
3.7%
길 52
 
1.9%
Other values (89) 622
23.1%
Decimal Number
ValueCountFrequency (%)
1 109
16.1%
7 85
12.5%
2 82
12.1%
6 79
11.6%
4 68
10.0%
3 65
9.6%
0 63
9.3%
5 52
7.7%
8 42
 
6.2%
9 34
 
5.0%
Space Separator
ValueCountFrequency (%)
666
100.0%
Other Punctuation
ValueCountFrequency (%)
, 36
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 18
100.0%
Math Symbol
ValueCountFrequency (%)
~ 12
100.0%
Open Punctuation
ValueCountFrequency (%)
( 8
100.0%
Close Punctuation
ValueCountFrequency (%)
) 8
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 2698
65.4%
Common 1427
34.6%

Most frequent character per script

Hangul
ValueCountFrequency (%)
부 389
14.4%
산 383
14.2%
시 196
 
7.3%
진 194
 
7.2%
광 193
 
7.2%
로 190
 
7.0%
역 190
 
7.0%
구 190
 
7.0%
대 99
 
3.7%
길 52
 
1.9%
Other values (89) 622
23.1%
Common
ValueCountFrequency (%)
666
46.7%
1 109
 
7.6%
7 85
 
6.0%
2 82
 
5.7%
6 79
 
5.5%
4 68
 
4.8%
3 65
 
4.6%
0 63
 
4.4%
5 52
 
3.6%
8 42
 
2.9%
Other values (6) 116
 
8.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 2698
65.4%
ASCII 1427
34.6%

Most frequent character per block

ASCII
ValueCountFrequency (%)
666
46.7%
1 109
 
7.6%
7 85
 
6.0%
2 82
 
5.7%
6 79
 
5.5%
4 68
 
4.8%
3 65
 
4.6%
0 63
 
4.4%
5 52
 
3.6%
8 42
 
2.9%
Other values (6) 116
 
8.1%
Hangul
ValueCountFrequency (%)
부 389
14.4%
산 383
14.2%
시 196
 
7.3%
진 194
 
7.2%
광 193
 
7.2%
로 190
 
7.0%
역 190
 
7.0%
구 190
 
7.0%
대 99
 
3.7%
길 52
 
1.9%
Other values (89) 622
23.1%

관리기관명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.6 KiB
부산광역시 부산진구청
190 

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 190
100.0%

Length

2023-12-11T02:34:33.654461image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:34:33.969791image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
부산광역시 190
50.0%
부산진구청 190
50.0%

구군명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.6 KiB
부산진구
190 

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 190
100.0%

Length

2023-12-11T02:34:34.246079image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:34:34.510747image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
부산진구 190
100.0%

데이터기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.6 KiB
2019-11-30
190 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2019-11-30
2nd row2019-11-30
3rd row2019-11-30
4th row2019-11-30
5th row2019-11-30

Common Values

ValueCountFrequency (%)
2019-11-30 190
100.0%

Length

2023-12-11T02:34:34.779861image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:34:35.036309image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2019-11-30 190
100.0%

위도
Real number (ℝ)

Distinct151
Distinct (%)79.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean35.159052
Minimum35.141609
Maximum35.182807
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.8 KiB
2023-12-11T02:34:35.309830image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum35.141609
5-th percentile35.145983
Q135.153489
median35.157129
Q335.164308
95-th percentile35.174243
Maximum35.182807
Range0.04119787
Interquartile range (IQR)0.010819382

Descriptive statistics

Standard deviation0.0090760598
Coefficient of variation (CV)0.00025814291
Kurtosis-0.40246653
Mean35.159052
Median Absolute Deviation (MAD)0.005453065
Skewness0.36546732
Sum6680.2198
Variance8.2374862 × 10-5
MonotonicityNot monotonic
2023-12-11T02:34:35.754272image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
35.16263953 6
 
3.2%
35.15511752 4
 
2.1%
35.14943396 4
 
2.1%
35.15679253 4
 
2.1%
35.15470045 3
 
1.6%
35.15703218 3
 
1.6%
35.15721009 3
 
1.6%
35.16193442 3
 
1.6%
35.15791175 3
 
1.6%
35.15375735 2
 
1.1%
Other values (141) 155
81.6%
ValueCountFrequency (%)
35.14160936 1
0.5%
35.14169296 1
0.5%
35.14174242 2
1.1%
35.14182847 1
0.5%
35.141866 1
0.5%
35.14205888 1
0.5%
35.14260918 1
0.5%
35.14431978 1
0.5%
35.14579186 1
0.5%
35.14621586 1
0.5%
ValueCountFrequency (%)
35.18280723 1
0.5%
35.18154684 1
0.5%
35.18047218 1
0.5%
35.17922004 1
0.5%
35.17577108 1
0.5%
35.17544132 1
0.5%
35.17480321 1
0.5%
35.17465827 1
0.5%
35.17426781 2
1.1%
35.17421247 2
1.1%

경도
Real number (ℝ)

Distinct151
Distinct (%)79.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean129.05373
Minimum129.01786
Maximum129.07593
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.8 KiB
2023-12-11T02:34:36.148935image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum129.01786
5-th percentile129.02419
Q1129.05003
median129.0588
Q3129.06219
95-th percentile129.07062
Maximum129.07593
Range0.058067
Interquartile range (IQR)0.0121585

Descriptive statistics

Standard deviation0.014032683
Coefficient of variation (CV)0.0001087352
Kurtosis0.11866152
Mean129.05373
Median Absolute Deviation (MAD)0.0051768
Skewness-1.0153076
Sum24520.209
Variance0.00019691619
MonotonicityNot monotonic
2023-12-11T02:34:36.519589image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
129.0505507 6
 
3.2%
129.0603537 4
 
2.1%
129.0639784 4
 
2.1%
129.0564133 4
 
2.1%
129.059602 3
 
1.6%
129.0630128 3
 
1.6%
129.0581419 3
 
1.6%
129.0631645 3
 
1.6%
129.0500288 3
 
1.6%
129.0246773 2
 
1.1%
Other values (141) 155
81.6%
ValueCountFrequency (%)
129.017859 1
0.5%
129.0197657 1
0.5%
129.0201588 1
0.5%
129.020569 1
0.5%
129.0215908 1
0.5%
129.0223596 2
1.1%
129.0232287 1
0.5%
129.0236129 1
0.5%
129.0237875 1
0.5%
129.0246773 2
1.1%
ValueCountFrequency (%)
129.075926 1
0.5%
129.0742581 1
0.5%
129.0740734 1
0.5%
129.0737175 1
0.5%
129.0732114 1
0.5%
129.0729135 1
0.5%
129.0726998 1
0.5%
129.0720525 1
0.5%
129.0714835 1
0.5%
129.0707799 1
0.5%

Interactions

2023-12-11T02:34:28.726138image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T02:34:28.232982image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T02:34:28.926880image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T02:34:28.474614image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-11T02:34:36.742267image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
대상시설구분위도경도
대상시설구분1.0000.4260.450
위도0.4261.0000.760
경도0.4500.7601.000
2023-12-11T02:34:36.953435image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
위도경도대상시설구분
위도1.0000.1330.184
경도0.1331.0000.190
대상시설구분0.1840.1901.000

Missing values

2023-12-11T02:34:29.170069image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T02:34:29.469730image/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 부산진구청부산진구2019-11-3035.172714129.071483
1지하역사부전역부산광역시 부산진구 중앙대로 지하 786부산광역시 부산진구청부산진구2019-11-3035.161934129.063164
2지하역사서면역(1호선)부산광역시 부산진구 중앙대로 지하 730부산광역시 부산진구청부산진구2019-11-3035.16264129.050551
3지하역사범내골역부산광역시 부산진구 중앙대로 지하 612부산광역시 부산진구청부산진구2019-11-3035.14726129.06001
4지하역사개금역부산광역시 부산진구 가야대로 지하 442부산광역시 부산진구청부산진구2019-11-3035.16264129.050551
5지하역사동의대역부산광역시 부산진구 가야대로 지하 554부산광역시 부산진구청부산진구2019-11-3035.153536129.03273
6지하역사가야역부산광역시 부산진구 가야대로 지하 650부산광역시 부산진구청부산진구2019-11-3035.16264129.050551
7지하역사부암역부산광역시 부산진구 가야대로 지하 719부산광역시 부산진구청부산진구2019-11-3035.15765129.050058
8지하역사서면역(2호선)부산광역시 부산진구 중앙대로 지하 730부산광역시 부산진구청부산진구2019-11-3035.16264129.050551
9지하역사전포역부산광역시 부산진구 전포대로 지하 181부산광역시 부산진구청부산진구2019-11-3035.16264129.050551
대상시설구분시설명소재지관리기관명구군명데이터기준일자위도경도
180학원엔씨에스스터디학원부산광역시 부산진구 중앙대로 680번길 40 1-4층일부부산광역시 부산진구청부산진구2019-11-3035.153242129.06146
181의료기관부산제2항운병원부산광역시 부산진구 범일로 186, 파란시티빌딩 지하1,6~12층 (범천동)부산광역시 부산진구청부산진구2019-11-3035.146678129.059619
182의료기관하늘성형외과의원부산광역시 부산진구 서면로 62-1, 3~10층부산광역시 부산진구청부산진구2019-11-3035.15631129.058042
183의료기관청맥병원부산광역시 부산진구 중앙대로 716-1, 지하1~지상6층부산광역시 부산진구청부산진구2019-11-3035.156693129.059573
184의료기관밝은눈안과병원부산광역시 부산진구 가야대로 729 (부암동)부산광역시 부산진구청부산진구2019-11-3035.157891129.051368
185의료기관의료법인 사랑나눔의료재단 에보스요양병원부산광역시 부산진구 동천로107번길 8 (부전동)부산광역시 부산진구청부산진구2019-11-3035.158431129.06178
186의료기관21세기라파병원부산광역시 부산진구 중앙대로 777, 4~7층(서면호텔 복합시설)부산광역시 부산진구청부산진구2019-11-3035.161838129.061879
187학원YBM서면어학원부산광역시 부산진구 중앙대로 703-1부산광역시 부산진구청부산진구2019-11-3035.155663129.058747
188학원캠버스공무원경찰학원부산광역시 부산진구 동천로 70, 3~4층,서면쌍용플래티넘부산광역시 부산진구청부산진구2019-11-3035.154971129.062723
189PC영업시설로떼PC부산광역시 부산진구 중앙대로 694, 쥬디스태화 401호부산광역시 부산진구청부산진구2019-11-3035.1547129.059602