Overview

Dataset statistics

Number of variables11
Number of observations44
Missing cells15
Missing cells (%)3.1%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory4.1 KiB
Average record size in memory96.0 B

Variable types

Numeric3
Text3
Categorical4
DateTime1

Dataset

Description경기도 수원시 미세먼지 신호등이 설치된 시설명, 표출항목, 설치년도, 위치(주소, 위경도), 운영시간, 표출내용, 데이터 기준일자 등을 포함합니다
URLhttps://www.data.go.kr/data/15116375/fileData.do

Alerts

표출항목 has constant value ""Constant
운영시간 has constant value ""Constant
데이터기준일자 has constant value ""Constant
설치년도 is highly overall correlated with 관리번호 and 1 other fieldsHigh correlation
표출부개수 is highly overall correlated with 관리번호 and 1 other fieldsHigh correlation
관리번호 is highly overall correlated with 설치년도 and 1 other fieldsHigh correlation
소재지도로명주소 has 15 (34.1%) missing valuesMissing
관리번호 has unique valuesUnique
시설명 has unique valuesUnique
소재지지번주소 has unique valuesUnique
위도 has unique valuesUnique
경도 has unique valuesUnique

Reproduction

Analysis started2023-12-12 21:31:38.403805
Analysis finished2023-12-12 21:31:39.857975
Duration1.45 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

관리번호
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct44
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean22.5
Minimum1
Maximum44
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size528.0 B
2023-12-13T06:31:39.934167image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile3.15
Q111.75
median22.5
Q333.25
95-th percentile41.85
Maximum44
Range43
Interquartile range (IQR)21.5

Descriptive statistics

Standard deviation12.845233
Coefficient of variation (CV)0.57089923
Kurtosis-1.2
Mean22.5
Median Absolute Deviation (MAD)11
Skewness0
Sum990
Variance165
MonotonicityStrictly increasing
2023-12-13T06:31:40.047120image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=44)
ValueCountFrequency (%)
1 1
 
2.3%
24 1
 
2.3%
26 1
 
2.3%
27 1
 
2.3%
28 1
 
2.3%
29 1
 
2.3%
30 1
 
2.3%
31 1
 
2.3%
32 1
 
2.3%
33 1
 
2.3%
Other values (34) 34
77.3%
ValueCountFrequency (%)
1 1
2.3%
2 1
2.3%
3 1
2.3%
4 1
2.3%
5 1
2.3%
6 1
2.3%
7 1
2.3%
8 1
2.3%
9 1
2.3%
10 1
2.3%
ValueCountFrequency (%)
44 1
2.3%
43 1
2.3%
42 1
2.3%
41 1
2.3%
40 1
2.3%
39 1
2.3%
38 1
2.3%
37 1
2.3%
36 1
2.3%
35 1
2.3%

시설명
Text

UNIQUE 

Distinct44
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size484.0 B
2023-12-13T06:31:40.283827image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length10
Mean length6.5454545
Min length4

Characters and Unicode

Total characters288
Distinct characters127
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique44 ?
Unique (%)100.0%

Sample

1st row두레뜰공원
2nd row밤밭청개구리공원
3rd row팔달노인복지관
4th row한울어린이공원
5th row경기평생교육학습관
ValueCountFrequency (%)
두레뜰공원 1
 
2.2%
영덕초등학교 1
 
2.2%
매봉공원 1
 
2.2%
창룡도서관 1
 
2.2%
천천어린이공원 1
 
2.2%
화성행궁광장 1
 
2.2%
황곡초등학교 1
 
2.2%
고색초등학교 1
 
2.2%
고현초등학교 1
 
2.2%
권선구청 1
 
2.2%
Other values (35) 35
77.8%
2023-12-13T06:31:40.591430image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
원 35
 
12.2%
공 29
 
10.1%
이 14
 
4.9%
어 11
 
3.8%
린 11
 
3.8%
교 7
 
2.4%
수 7
 
2.4%
화 6
 
2.1%
등 5
 
1.7%
학 5
 
1.7%
Other values (117) 158
54.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 285
99.0%
Close Punctuation 1
 
0.3%
Open Punctuation 1
 
0.3%
Space Separator 1
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
원 35
 
12.3%
공 29
 
10.2%
이 14
 
4.9%
어 11
 
3.9%
린 11
 
3.9%
교 7
 
2.5%
수 7
 
2.5%
화 6
 
2.1%
등 5
 
1.8%
학 5
 
1.8%
Other values (114) 155
54.4%
Close Punctuation
ValueCountFrequency (%)
) 1
100.0%
Open Punctuation
ValueCountFrequency (%)
( 1
100.0%
Space Separator
ValueCountFrequency (%)
1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 285
99.0%
Common 3
 
1.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
원 35
 
12.3%
공 29
 
10.2%
이 14
 
4.9%
어 11
 
3.9%
린 11
 
3.9%
교 7
 
2.5%
수 7
 
2.5%
화 6
 
2.1%
등 5
 
1.8%
학 5
 
1.8%
Other values (114) 155
54.4%
Common
ValueCountFrequency (%)
) 1
33.3%
( 1
33.3%
1
33.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 285
99.0%
ASCII 3
 
1.0%

Most frequent character per block

Hangul
ValueCountFrequency (%)
원 35
 
12.3%
공 29
 
10.2%
이 14
 
4.9%
어 11
 
3.9%
린 11
 
3.9%
교 7
 
2.5%
수 7
 
2.5%
화 6
 
2.1%
등 5
 
1.8%
학 5
 
1.8%
Other values (114) 155
54.4%
ASCII
ValueCountFrequency (%)
) 1
33.3%
( 1
33.3%
1
33.3%

표출항목
Categorical

CONSTANT 

Distinct1
Distinct (%)2.3%
Missing0
Missing (%)0.0%
Memory size484.0 B
초미세먼지+미세먼지+오존+이산화질소+아황산가스+일산화탄소
44 

Length

Max length31
Median length31
Mean length31
Min length31

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row초미세먼지+미세먼지+오존+이산화질소+아황산가스+일산화탄소
2nd row초미세먼지+미세먼지+오존+이산화질소+아황산가스+일산화탄소
3rd row초미세먼지+미세먼지+오존+이산화질소+아황산가스+일산화탄소
4th row초미세먼지+미세먼지+오존+이산화질소+아황산가스+일산화탄소
5th row초미세먼지+미세먼지+오존+이산화질소+아황산가스+일산화탄소

Common Values

ValueCountFrequency (%)
초미세먼지+미세먼지+오존+이산화질소+아황산가스+일산화탄소 44
100.0%

Length

2023-12-13T06:31:40.710620image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:31:40.802387image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
초미세먼지+미세먼지+오존+이산화질소+아황산가스+일산화탄소 44
100.0%

설치년도
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)6.8%
Missing0
Missing (%)0.0%
Memory size484.0 B
2021
24 
2022
16 
2019
4 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2019
2nd row2019
3rd row2019
4th row2019
5th row2021

Common Values

ValueCountFrequency (%)
2021 24
54.5%
2022 16
36.4%
2019 4
 
9.1%

Length

2023-12-13T06:31:40.910747image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:31:41.011523image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2021 24
54.5%
2022 16
36.4%
2019 4
 
9.1%

소재지도로명주소
Text

MISSING 

Distinct29
Distinct (%)100.0%
Missing15
Missing (%)34.1%
Memory size484.0 B
2023-12-13T06:31:41.207211image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length26
Median length24
Mean length21.689655
Min length18

Characters and Unicode

Total characters629
Distinct characters65
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique29 ?
Unique (%)100.0%

Sample

1st row경기도 수원시 권선구 금곡로140번길 68
2nd row경기도 수원시 팔달구 수원천로 343
3rd row경기도 수원시 영통구 광교호수로 129
4th row경기도 수원시 권선구 호매실로 46-38
5th row경기도 수원시 권선구 서수원로577번길 225
ValueCountFrequency (%)
경기도 29
20.0%
수원시 29
20.0%
장안구 10
 
6.9%
권선구 9
 
6.2%
영통구 6
 
4.1%
팔달구 4
 
2.8%
호매실로 3
 
2.1%
영통로 2
 
1.4%
12 2
 
1.4%
매송고색로 1
 
0.7%
Other values (50) 50
34.5%
2023-12-13T06:31:41.548585image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
117
18.6%
수 38
 
6.0%
원 34
 
5.4%
경 31
 
4.9%
도 29
 
4.6%
시 29
 
4.6%
기 29
 
4.6%
구 29
 
4.6%
로 29
 
4.6%
1 24
 
3.8%
Other values (55) 240
38.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 396
63.0%
Space Separator 117
 
18.6%
Decimal Number 113
 
18.0%
Dash Punctuation 3
 
0.5%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
수 38
 
9.6%
원 34
 
8.6%
경 31
 
7.8%
도 29
 
7.3%
시 29
 
7.3%
기 29
 
7.3%
구 29
 
7.3%
로 29
 
7.3%
번 14
 
3.5%
길 14
 
3.5%
Other values (43) 120
30.3%
Decimal Number
ValueCountFrequency (%)
1 24
21.2%
2 15
13.3%
8 15
13.3%
3 13
11.5%
4 12
10.6%
6 9
 
8.0%
5 7
 
6.2%
9 7
 
6.2%
7 6
 
5.3%
0 5
 
4.4%
Space Separator
ValueCountFrequency (%)
117
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 396
63.0%
Common 233
37.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
수 38
 
9.6%
원 34
 
8.6%
경 31
 
7.8%
도 29
 
7.3%
시 29
 
7.3%
기 29
 
7.3%
구 29
 
7.3%
로 29
 
7.3%
번 14
 
3.5%
길 14
 
3.5%
Other values (43) 120
30.3%
Common
ValueCountFrequency (%)
117
50.2%
1 24
 
10.3%
2 15
 
6.4%
8 15
 
6.4%
3 13
 
5.6%
4 12
 
5.2%
6 9
 
3.9%
5 7
 
3.0%
9 7
 
3.0%
7 6
 
2.6%
Other values (2) 8
 
3.4%

Most occurring blocks

ValueCountFrequency (%)
Hangul 396
63.0%
ASCII 233
37.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
117
50.2%
1 24
 
10.3%
2 15
 
6.4%
8 15
 
6.4%
3 13
 
5.6%
4 12
 
5.2%
6 9
 
3.9%
5 7
 
3.0%
9 7
 
3.0%
7 6
 
2.6%
Other values (2) 8
 
3.4%
Hangul
ValueCountFrequency (%)
수 38
 
9.6%
원 34
 
8.6%
경 31
 
7.8%
도 29
 
7.3%
시 29
 
7.3%
기 29
 
7.3%
구 29
 
7.3%
로 29
 
7.3%
번 14
 
3.5%
길 14
 
3.5%
Other values (43) 120
30.3%

소재지지번주소
Text

UNIQUE 

Distinct44
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size484.0 B
2023-12-13T06:31:41.755764image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length22
Median length21
Mean length20.136364
Min length18

Characters and Unicode

Total characters886
Distinct characters65
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique44 ?
Unique (%)100.0%

Sample

1st row경기도 수원시 권선구 호매실동 1341
2nd row경기도 수원시 장안구 율전동 124-2
3rd row경기도 수원시 팔달구 북수동 274-7
4th row경기도 수원시 영통구 영통동 972-4
5th row경기도 수원시 권선구 권선동 1234-2
ValueCountFrequency (%)
경기도 44
20.0%
수원시 44
20.0%
장안구 14
 
6.4%
권선구 12
 
5.5%
팔달구 9
 
4.1%
영통구 9
 
4.1%
연무동 4
 
1.8%
화서동 4
 
1.8%
영통동 4
 
1.8%
정자동 3
 
1.4%
Other values (63) 73
33.2%
2023-12-13T06:31:42.100167image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
176
19.9%
원 46
 
5.2%
수 45
 
5.1%
경 44
 
5.0%
도 44
 
5.0%
시 44
 
5.0%
기 44
 
5.0%
구 44
 
5.0%
동 44
 
5.0%
1 30
 
3.4%
Other values (55) 325
36.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 526
59.4%
Space Separator 176
 
19.9%
Decimal Number 162
 
18.3%
Dash Punctuation 22
 
2.5%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
원 46
 
8.7%
수 45
 
8.6%
경 44
 
8.4%
도 44
 
8.4%
시 44
 
8.4%
기 44
 
8.4%
구 44
 
8.4%
동 44
 
8.4%
장 14
 
2.7%
안 14
 
2.7%
Other values (43) 143
27.2%
Decimal Number
ValueCountFrequency (%)
1 30
18.5%
2 28
17.3%
4 21
13.0%
7 17
10.5%
9 16
9.9%
5 12
 
7.4%
8 11
 
6.8%
0 9
 
5.6%
3 9
 
5.6%
6 9
 
5.6%
Space Separator
ValueCountFrequency (%)
176
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 22
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 526
59.4%
Common 360
40.6%

Most frequent character per script

Hangul
ValueCountFrequency (%)
원 46
 
8.7%
수 45
 
8.6%
경 44
 
8.4%
도 44
 
8.4%
시 44
 
8.4%
기 44
 
8.4%
구 44
 
8.4%
동 44
 
8.4%
장 14
 
2.7%
안 14
 
2.7%
Other values (43) 143
27.2%
Common
ValueCountFrequency (%)
176
48.9%
1 30
 
8.3%
2 28
 
7.8%
- 22
 
6.1%
4 21
 
5.8%
7 17
 
4.7%
9 16
 
4.4%
5 12
 
3.3%
8 11
 
3.1%
0 9
 
2.5%
Other values (2) 18
 
5.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 526
59.4%
ASCII 360
40.6%

Most frequent character per block

ASCII
ValueCountFrequency (%)
176
48.9%
1 30
 
8.3%
2 28
 
7.8%
- 22
 
6.1%
4 21
 
5.8%
7 17
 
4.7%
9 16
 
4.4%
5 12
 
3.3%
8 11
 
3.1%
0 9
 
2.5%
Other values (2) 18
 
5.0%
Hangul
ValueCountFrequency (%)
원 46
 
8.7%
수 45
 
8.6%
경 44
 
8.4%
도 44
 
8.4%
시 44
 
8.4%
기 44
 
8.4%
구 44
 
8.4%
동 44
 
8.4%
장 14
 
2.7%
안 14
 
2.7%
Other values (43) 143
27.2%

표출부개수
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)4.5%
Missing0
Missing (%)0.0%
Memory size484.0 B
2
28 
4
16 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2
2nd row2
3rd row2
4th row2
5th row2

Common Values

ValueCountFrequency (%)
2 28
63.6%
4 16
36.4%

Length

2023-12-13T06:31:42.250263image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:31:42.348157image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2 28
63.6%
4 16
36.4%

운영시간
Categorical

CONSTANT 

Distinct1
Distinct (%)2.3%
Missing0
Missing (%)0.0%
Memory size484.0 B
07:00~20:00
44 

Length

Max length11
Median length11
Mean length11
Min length11

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row07:00~20:00
2nd row07:00~20:00
3rd row07:00~20:00
4th row07:00~20:00
5th row07:00~20:00

Common Values

ValueCountFrequency (%)
07:00~20:00 44
100.0%

Length

2023-12-13T06:31:42.452582image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:31:42.548330image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
07:00~20:00 44
100.0%

위도
Real number (ℝ)

UNIQUE 

Distinct44
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean37.271236
Minimum37
Maximum37.319227
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size528.0 B
2023-12-13T06:31:42.655734image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum37
5-th percentile37.248367
Q137.261156
median37.277472
Q337.292004
95-th percentile37.305994
Maximum37.319227
Range0.31922693
Interquartile range (IQR)0.03084732

Descriptive statistics

Standard deviation0.045946388
Coefficient of variation (CV)0.0012327573
Kurtosis29.346609
Mean37.271236
Median Absolute Deviation (MAD)0.015290925
Skewness-4.9349114
Sum1639.9344
Variance0.0021110706
MonotonicityNot monotonic
2023-12-13T06:31:42.798073image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=44)
ValueCountFrequency (%)
37.27087623 1
 
2.3%
37.25633094 1
 
2.3%
37.29916049 1
 
2.3%
37.28133392 1
 
2.3%
37.2655424 1
 
2.3%
37.25156123 1
 
2.3%
37.24914159 1
 
2.3%
37.25763416 1
 
2.3%
37.0 1
 
2.3%
37.26961675 1
 
2.3%
Other values (34) 34
77.3%
ValueCountFrequency (%)
37.0 1
2.3%
37.24084704 1
2.3%
37.24822973 1
2.3%
37.24914159 1
2.3%
37.24923929 1
2.3%
37.25156123 1
2.3%
37.25191882 1
2.3%
37.25633094 1
2.3%
37.25763416 1
2.3%
37.25784112 1
2.3%
ValueCountFrequency (%)
37.31922693 1
2.3%
37.30730587 1
2.3%
37.30665864 1
2.3%
37.30222909 1
2.3%
37.30211697 1
2.3%
37.29916049 1
2.3%
37.29766409 1
2.3%
37.29686206 1
2.3%
37.2934661 1
2.3%
37.29340429 1
2.3%

경도
Real number (ℝ)

UNIQUE 

Distinct44
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean127.01006
Minimum126.9408
Maximum127.0783
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size528.0 B
2023-12-13T06:31:42.920401image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum126.9408
5-th percentile126.94712
Q1126.98461
median127.00591
Q3127.03254
95-th percentile127.0734
Maximum127.0783
Range0.1374996
Interquartile range (IQR)0.04792405

Descriptive statistics

Standard deviation0.037606604
Coefficient of variation (CV)0.00029609153
Kurtosis-0.71964668
Mean127.01006
Median Absolute Deviation (MAD)0.02477185
Skewness0.17765525
Sum5588.4427
Variance0.0014142567
MonotonicityNot monotonic
2023-12-13T06:31:43.037364image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=44)
ValueCountFrequency (%)
126.9449431 1
 
2.3%
126.9943208 1
 
2.3%
126.981818 1
 
2.3%
127.0150399 1
 
2.3%
127.0782969 1
 
2.3%
126.9783835 1
 
2.3%
126.9881439 1
 
2.3%
126.9718985 1
 
2.3%
127.0 1
 
2.3%
127.0550603 1
 
2.3%
Other values (34) 34
77.3%
ValueCountFrequency (%)
126.9407973 1
2.3%
126.9449431 1
2.3%
126.9458388 1
2.3%
126.9543911 1
2.3%
126.9686476 1
2.3%
126.9707172 1
2.3%
126.9718985 1
2.3%
126.9780441 1
2.3%
126.9783835 1
2.3%
126.9804555 1
2.3%
ValueCountFrequency (%)
127.0782969 1
2.3%
127.0781262 1
2.3%
127.0739487 1
2.3%
127.0702764 1
2.3%
127.0668183 1
2.3%
127.0654366 1
2.3%
127.060856 1
2.3%
127.0550603 1
2.3%
127.0473863 1
2.3%
127.0394571 1
2.3%

데이터기준일자
Date

CONSTANT 

Distinct1
Distinct (%)2.3%
Missing0
Missing (%)0.0%
Memory size484.0 B
Minimum2023-07-03 00:00:00
Maximum2023-07-03 00:00:00
2023-12-13T06:31:43.166597image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T06:31:43.243890image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Interactions

2023-12-13T06:31:39.343391image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T06:31:38.794513image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T06:31:39.047587image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T06:31:39.439427image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T06:31:38.862179image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T06:31:39.135571image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T06:31:39.544722image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T06:31:38.939049image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T06:31:39.246661image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T06:31:43.323570image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
관리번호시설명설치년도소재지도로명주소소재지지번주소표출부개수위도경도
관리번호1.0001.0000.9161.0001.0000.9920.4790.209
시설명1.0001.0001.0001.0001.0001.0001.0001.000
설치년도0.9161.0001.0001.0001.0001.0000.0000.347
소재지도로명주소1.0001.0001.0001.0001.0001.0001.0001.000
소재지지번주소1.0001.0001.0001.0001.0001.0001.0001.000
표출부개수0.9921.0001.0001.0001.0001.0000.0760.016
위도0.4791.0000.0001.0001.0000.0761.0000.111
경도0.2091.0000.3471.0001.0000.0160.1111.000
2023-12-13T06:31:43.435220image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
설치년도표출부개수
설치년도1.0000.988
표출부개수0.9881.000
2023-12-13T06:31:43.510809image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
관리번호위도경도설치년도표출부개수
관리번호1.0000.0360.1230.8010.830
위도0.0361.000-0.1030.0000.028
경도0.123-0.1031.0000.1360.000
설치년도0.8010.0000.1361.0000.988
표출부개수0.8300.0280.0000.9881.000

Missing values

2023-12-13T06:31:39.669219image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T06:31:39.806045image/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

관리번호시설명표출항목설치년도소재지도로명주소소재지지번주소표출부개수운영시간위도경도데이터기준일자
01두레뜰공원초미세먼지+미세먼지+오존+이산화질소+아황산가스+일산화탄소2019경기도 수원시 권선구 금곡로140번길 68경기도 수원시 권선구 호매실동 1341207:00~20:0037.270876126.9449432023-07-03
12밤밭청개구리공원초미세먼지+미세먼지+오존+이산화질소+아황산가스+일산화탄소2019<NA>경기도 수원시 장안구 율전동 124-2207:00~20:0037.306659126.9707172023-07-03
23팔달노인복지관초미세먼지+미세먼지+오존+이산화질소+아황산가스+일산화탄소2019경기도 수원시 팔달구 수원천로 343경기도 수원시 팔달구 북수동 274-7207:00~20:0037.28395127.0173822023-07-03
34한울어린이공원초미세먼지+미세먼지+오존+이산화질소+아황산가스+일산화탄소2019<NA>경기도 수원시 영통구 영통동 972-4207:00~20:0037.249239127.0608562023-07-03
45경기평생교육학습관초미세먼지+미세먼지+오존+이산화질소+아황산가스+일산화탄소2021<NA>경기도 수원시 권선구 권선동 1234-2207:00~20:0037.251919127.0319612023-07-03
56광교호수공원초미세먼지+미세먼지+오존+이산화질소+아황산가스+일산화탄소2021경기도 수원시 영통구 광교호수로 129경기도 수원시 영통구 하동 1024207:00~20:0037.280956127.0668182023-07-03
67기후변화체험교육관 두드림초미세먼지+미세먼지+오존+이산화질소+아황산가스+일산화탄소2021경기도 수원시 권선구 호매실로 46-38경기도 수원시 권선구 탑동 907207:00~20:0037.257841126.9686482023-07-03
78누리문화공원초미세먼지+미세먼지+오존+이산화질소+아황산가스+일산화탄소2021경기도 수원시 권선구 서수원로577번길 225경기도 수원시 권선구 금곡동 1074207:00~20:0037.27648126.9458392023-07-03
89더큰통합놀이터초미세먼지+미세먼지+오존+이산화질소+아황산가스+일산화탄소2021<NA>경기도 수원시 팔달구 화서동 410-4207:00~20:0037.284089126.9855442023-07-03
910두물맞이공원초미세먼지+미세먼지+오존+이산화질소+아황산가스+일산화탄소2021<NA>경기도 수원시 권선구 금곡동 1097207:00~20:0037.270864126.9407972023-07-03
관리번호시설명표출항목설치년도소재지도로명주소소재지지번주소표출부개수운영시간위도경도데이터기준일자
3435서호공원초미세먼지+미세먼지+오존+이산화질소+아황산가스+일산화탄소2022<NA>경기도 수원시 팔달구 화서동 436-1407:00~20:0037.278464126.9893442023-07-03
3536수원시립어린이집초미세먼지+미세먼지+오존+이산화질소+아황산가스+일산화탄소2022경기도 수원시 장안구 경수대로744번길 49경기도 수원시 장안구 연무동 257-26407:00~20:0037.29244127.0240022023-07-03
3637수원천변초미세먼지+미세먼지+오존+이산화질소+아황산가스+일산화탄소2022<NA>경기도 수원시 장안구 연무동 169-1407:00~20:0037.29159127.0218112023-07-03
3738역마어린이공원초미세먼지+미세먼지+오존+이산화질소+아황산가스+일산화탄소2022경기도 수원시 장안구 경수대로 838경기도 수원시 장안구 조원동 772-2407:00~20:0037.296862127.016372023-07-03
3839중보들공원초미세먼지+미세먼지+오존+이산화질소+아황산가스+일산화탄소2022경기도 수원시 권선구 오목천로 272경기도 수원시 권선구 고색동 1129407:00~20:0037.24823126.990032023-07-03
3940쪽박산어린이공원초미세먼지+미세먼지+오존+이산화질소+아황산가스+일산화탄소2022경기도 수원시 장안구 수원천로472번길 8경기도 수원시 장안구 연무동 252407:00~20:0037.293404127.0235492023-07-03
4041퉁소바위공원초미세먼지+미세먼지+오존+이산화질소+아황산가스+일산화탄소2022경기도 수원시 장안구 창룡대로151번길 13경기도 수원시 장안구 연무동 산21-1407:00~20:0037.291339127.0257092023-07-03
4142화장실문화공원(해우재)초미세먼지+미세먼지+오존+이산화질소+아황산가스+일산화탄소2022경기도 수원시 장안구 장안로458번길 9경기도 수원시 장안구 이목동 186-3407:00~20:0037.319227126.9780442023-07-03
4243황새말공원초미세먼지+미세먼지+오존+이산화질소+아황산가스+일산화탄소2022경기도 수원시 팔달구 일월로22번길 23경기도 수원시 팔달구 화서동 714407:00~20:0037.286868126.9804562023-07-03
4344효원공원초미세먼지+미세먼지+오존+이산화질소+아황산가스+일산화탄소2022경기도 수원시 팔달구 동수원로 397경기도 수원시 팔달구 인계동 1117407:00~20:0037.264906127.0394572023-07-03