Overview

Dataset statistics

Number of variables43
Number of observations100
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory37.5 KiB
Average record size in memory384.3 B

Variable types

Categorical27
Numeric15
DateTime1

Alerts

집계구 기준일자 has constant value ""Constant
아황산가스 인덱스 has constant value ""Constant
이산화질소 인덱스 has constant value ""Constant
일산화탄소 인덱스 has constant value ""Constant
pm2.5 인덱스 has constant value ""Constant
휘발성유기화합물 인덱스 has constant value ""Constant
기준년월 has constant value ""Constant
개인기업구분코드 is highly imbalanced (85.9%)Imbalance

Reproduction

Analysis started2023-12-10 12:29:14.081909
Analysis finished2023-12-10 12:29:14.802464
Duration0.72 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

집계구 기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
20190630
100 

Length

Max length8
Median length8
Mean length8
Min length8

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row20190630
2nd row20190630
3rd row20190630
4th row20190630
5th row20190630

Common Values

ValueCountFrequency (%)
20190630 100
100.0%

Length

2023-12-10T21:29:14.996301image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:29:15.177450image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
20190630 100
100.0%

읍면동코드
Real number (ℝ)

Distinct8
Distinct (%)8.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2204176.6
Minimum2202058
Maximum2207076
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T21:29:15.320386image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2202058
5-th percentile2202058
Q12202059
median2204054
Q32206053
95-th percentile2207058
Maximum2207076
Range5018
Interquartile range (IQR)3994

Descriptive statistics

Standard deviation1966.1117
Coefficient of variation (CV)0.00089199374
Kurtosis-1.4099166
Mean2204176.6
Median Absolute Deviation (MAD)1995
Skewness0.41784103
Sum2.2041766 × 108
Variance3865595.2
MonotonicityNot monotonic
2023-12-10T21:29:15.551331image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
2202059 22
22.0%
2207058 21
21.0%
2203053 17
17.0%
2204055 13
13.0%
2206053 10
10.0%
2202058 8
 
8.0%
2204054 7
 
7.0%
2207076 2
 
2.0%
ValueCountFrequency (%)
2202058 8
 
8.0%
2202059 22
22.0%
2203053 17
17.0%
2204054 7
 
7.0%
2204055 13
13.0%
2206053 10
10.0%
2207058 21
21.0%
2207076 2
 
2.0%
ValueCountFrequency (%)
2207076 2
 
2.0%
2207058 21
21.0%
2206053 10
10.0%
2204055 13
13.0%
2204054 7
 
7.0%
2203053 17
17.0%
2202059 22
22.0%
2202058 8
 
8.0%

집계구코드
Real number (ℝ)

Distinct21
Distinct (%)21.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.2041766 × 1012
Minimum2.202058 × 1012
Maximum2.207076 × 1012
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T21:29:15.761358image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2.202058 × 1012
5-th percentile2.202058 × 1012
Q12.202059 × 1012
median2.204054 × 1012
Q32.206053 × 1012
95-th percentile2.207058 × 1012
Maximum2.207076 × 1012
Range5.01799 × 109
Interquartile range (IQR)3.99401 × 109

Descriptive statistics

Standard deviation1.9661118 × 109
Coefficient of variation (CV)0.00089199377
Kurtosis-1.4099146
Mean2.2041766 × 1012
Median Absolute Deviation (MAD)1.995005 × 109
Skewness0.4178418
Sum2.2041766 × 1014
Variance3.8655955 × 1018
MonotonicityNot monotonic
2023-12-10T21:29:15.958536image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=21)
ValueCountFrequency (%)
2207058020005 21
21.0%
2202059010001 20
20.0%
2203053020007 17
17.0%
2204055020012 9
9.0%
2206053010001 5
 
5.0%
2202058040004 5
 
5.0%
2204055020001 3
 
3.0%
2206053020003 3
 
3.0%
2202058040001 2
 
2.0%
2207076030004 2
 
2.0%
Other values (11) 13
13.0%
ValueCountFrequency (%)
2202058040001 2
 
2.0%
2202058040002 1
 
1.0%
2202058040004 5
 
5.0%
2202059010001 20
20.0%
2202059020004 2
 
2.0%
2203053020007 17
17.0%
2204054010001 1
 
1.0%
2204054010002 1
 
1.0%
2204054010003 1
 
1.0%
2204054020001 1
 
1.0%
ValueCountFrequency (%)
2207076030004 2
 
2.0%
2207058020005 21
21.0%
2206053020003 3
 
3.0%
2206053010302 1
 
1.0%
2206053010004 1
 
1.0%
2206053010001 5
 
5.0%
2204055020012 9
9.0%
2204055020004 1
 
1.0%
2204055020001 3
 
3.0%
2204054020005 2
 
2.0%

노드ID
Categorical

Distinct5
Distinct (%)5.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
IK1049
21 
IK1018
20 
IK1012
20 
IK1029
20 
IK1043
19 

Length

Max length6
Median length6
Mean length6
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowIK1049
2nd rowIK1043
3rd rowIK1018
4th rowIK1012
5th rowIK1029

Common Values

ValueCountFrequency (%)
IK1049 21
21.0%
IK1018 20
20.0%
IK1012 20
20.0%
IK1029 20
20.0%
IK1043 19
19.0%

Length

2023-12-10T21:29:16.168148image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:29:16.335356image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
ik1049 21
21.0%
ik1018 20
20.0%
ik1012 20
20.0%
ik1029 20
20.0%
ik1043 19
19.0%

등록시간
Date

Distinct88
Distinct (%)88.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
Minimum2019-01-19 03:09:54
Maximum2019-01-19 03:13:17
2023-12-10T21:29:16.525532image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T21:29:16.762777image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

통합대기환경지수 인덱스
Categorical

Distinct2
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
3
51 
2
49 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2
2nd row2
3rd row3
4th row3
5th row2

Common Values

ValueCountFrequency (%)
3 51
51.0%
2 49
49.0%

Length

2023-12-10T21:29:17.040792image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:29:17.331165image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
3 51
51.0%
2 49
49.0%

통합대기환경지수 CAI 지수
Real number (ℝ)

Distinct44
Distinct (%)44.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean224.82
Minimum110
Maximum300
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T21:29:17.528583image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum110
5-th percentile122
Q1162
median251
Q3267
95-th percentile291.15
Maximum300
Range190
Interquartile range (IQR)105

Descriptive statistics

Standard deviation60.699355
Coefficient of variation (CV)0.2699909
Kurtosis-0.88269901
Mean224.82
Median Absolute Deviation (MAD)23.5
Skewness-0.83979238
Sum22482
Variance3684.4117
MonotonicityNot monotonic
2023-12-10T21:29:17.832168image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=44)
ValueCountFrequency (%)
260 7
 
7.0%
122 7
 
7.0%
276 7
 
7.0%
125 6
 
6.0%
254 5
 
5.0%
251 5
 
5.0%
264 5
 
5.0%
248 5
 
5.0%
239 3
 
3.0%
288 3
 
3.0%
Other values (34) 47
47.0%
ValueCountFrequency (%)
110 1
 
1.0%
113 1
 
1.0%
119 2
 
2.0%
122 7
7.0%
125 6
6.0%
128 1
 
1.0%
131 2
 
2.0%
137 2
 
2.0%
141 1
 
1.0%
150 1
 
1.0%
ValueCountFrequency (%)
300 3
3.0%
297 1
 
1.0%
294 1
 
1.0%
291 1
 
1.0%
288 3
3.0%
282 3
3.0%
276 7
7.0%
273 1
 
1.0%
270 3
3.0%
267 3
3.0%

통합대기환경지수 CAI 백분율 값
Real number (ℝ)

Distinct28
Distinct (%)28.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean55.4
Minimum40
Maximum78
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T21:29:18.082539image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum40
5-th percentile42
Q147
median50
Q367.75
95-th percentile76
Maximum78
Range38
Interquartile range (IQR)20.75

Descriptive statistics

Standard deviation12.118106
Coefficient of variation (CV)0.21873837
Kurtosis-0.88019325
Mean55.4
Median Absolute Deviation (MAD)5
Skewness0.83162679
Sum5540
Variance146.84848
MonotonicityNot monotonic
2023-12-10T21:29:18.310602image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=28)
ValueCountFrequency (%)
48 12
 
12.0%
50 10
 
10.0%
51 7
 
7.0%
45 7
 
7.0%
75 7
 
7.0%
76 7
 
7.0%
53 5
 
5.0%
46 4
 
4.0%
43 3
 
3.0%
52 3
 
3.0%
Other values (18) 35
35.0%
ValueCountFrequency (%)
40 3
 
3.0%
41 1
 
1.0%
42 2
 
2.0%
43 3
 
3.0%
44 3
 
3.0%
45 7
7.0%
46 4
 
4.0%
47 3
 
3.0%
48 12
12.0%
49 3
 
3.0%
ValueCountFrequency (%)
78 2
 
2.0%
77 2
 
2.0%
76 7
7.0%
75 7
7.0%
74 2
 
2.0%
73 2
 
2.0%
72 1
 
1.0%
70 2
 
2.0%
67 1
 
1.0%
60 2
 
2.0%

아황산가스 인덱스
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
0
100 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 100
100.0%

Length

2023-12-10T21:29:18.530278image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:29:18.759302image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 100
100.0%

아황산가스 CAI 지수
Categorical

Distinct5
Distinct (%)5.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
5
24 
15
22 
10
21 
13
20 
8
13 

Length

Max length2
Median length2
Mean length1.63
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row5
2nd row15
3rd row5
4th row13
5th row10

Common Values

ValueCountFrequency (%)
5 24
24.0%
15 22
22.0%
10 21
21.0%
13 20
20.0%
8 13
13.0%

Length

2023-12-10T21:29:18.935282image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:29:19.107893image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
5 24
24.0%
15 22
22.0%
10 21
21.0%
13 20
20.0%
8 13
13.0%

아황산가스 CAI 백분율 값
Categorical

Distinct3
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
97
42 
98
34 
99
24 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row99
2nd row97
3rd row99
4th row97
5th row98

Common Values

ValueCountFrequency (%)
97 42
42.0%
98 34
34.0%
99 24
24.0%

Length

2023-12-10T21:29:19.281448image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:29:19.458825image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
97 42
42.0%
98 34
34.0%
99 24
24.0%

아황산가스 값
Categorical

Distinct5
Distinct (%)5.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
0.002
24 
0.006
22 
0.004
21 
0.005
20 
0.003
13 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0.002
2nd row0.006
3rd row0.002
4th row0.005
5th row0.004

Common Values

ValueCountFrequency (%)
0.002 24
24.0%
0.006 22
22.0%
0.004 21
21.0%
0.005 20
20.0%
0.003 13
13.0%

Length

2023-12-10T21:29:19.661227image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:29:19.818108image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0.002 24
24.0%
0.006 22
22.0%
0.004 21
21.0%
0.005 20
20.0%
0.003 13
13.0%

이산화질소 인덱스
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
0
100 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 100
100.0%

Length

2023-12-10T21:29:19.996877image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:29:20.128970image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 100
100.0%

이산화질소 CAI 지수
Categorical

Distinct5
Distinct (%)5.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
22
24 
25
21 
23
20 
27
20 
20
15 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row23
2nd row25
3rd row22
4th row20
5th row22

Common Values

ValueCountFrequency (%)
22 24
24.0%
25 21
21.0%
23 20
20.0%
27 20
20.0%
20 15
15.0%

Length

2023-12-10T21:29:20.295966image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:29:20.460232image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
22 24
24.0%
25 21
21.0%
23 20
20.0%
27 20
20.0%
20 15
15.0%

이산화질소 CAI 백분율 값
Categorical

Distinct3
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
95
65 
94
20 
96
15 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row95
2nd row95
3rd row95
4th row96
5th row95

Common Values

ValueCountFrequency (%)
95 65
65.0%
94 20
 
20.0%
96 15
 
15.0%

Length

2023-12-10T21:29:20.631790image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:29:20.916579image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
95 65
65.0%
94 20
 
20.0%
96 15
 
15.0%

이산화질소 값
Categorical

Distinct5
Distinct (%)5.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
0.013
24 
0.015
21 
0.014
20 
0.016
20 
0.012
15 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0.014
2nd row0.015
3rd row0.013
4th row0.012
5th row0.013

Common Values

ValueCountFrequency (%)
0.013 24
24.0%
0.015 21
21.0%
0.014 20
20.0%
0.016 20
20.0%
0.012 15
15.0%

Length

2023-12-10T21:29:21.144289image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:29:21.309438image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0.013 24
24.0%
0.015 21
21.0%
0.014 20
20.0%
0.016 20
20.0%
0.012 15
15.0%

일산화탄소 인덱스
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
0
100 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 100
100.0%

Length

2023-12-10T21:29:21.483882image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:29:21.630577image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 100
100.0%

일산화탄소 CAI 지수
Categorical

Distinct3
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
8
61 
5
20 
3
19 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row8
2nd row3
3rd row5
4th row8
5th row8

Common Values

ValueCountFrequency (%)
8 61
61.0%
5 20
 
20.0%
3 19
 
19.0%

Length

2023-12-10T21:29:22.033444image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:29:22.242218image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
8 61
61.0%
5 20
 
20.0%
3 19
 
19.0%

일산화탄소 CAI 백분율 값
Categorical

Distinct2
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
98
61 
99
39 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row98
2nd row99
3rd row99
4th row98
5th row98

Common Values

ValueCountFrequency (%)
98 61
61.0%
99 39
39.0%

Length

2023-12-10T21:29:22.471435image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:29:22.675671image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
98 61
61.0%
99 39
39.0%

일산화탄소 값
Categorical

Distinct3
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
0.3
61 
0.2
20 
0.1
19 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0.3
2nd row0.1
3rd row0.2
4th row0.3
5th row0.3

Common Values

ValueCountFrequency (%)
0.3 61
61.0%
0.2 20
 
20.0%
0.1 19
 
19.0%

Length

2023-12-10T21:29:22.894145image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:29:23.124211image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0.3 61
61.0%
0.2 20
 
20.0%
0.1 19
 
19.0%

pm2.5 인덱스
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
2
100 

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 (%)
2 100
100.0%

Length

2023-12-10T21:29:23.350744image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:29:23.611359image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2 100
100.0%

pm2.5 CAI 지수
Real number (ℝ)

Distinct37
Distinct (%)37.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean191.32
Minimum110
Maximum250
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T21:29:23.859362image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum110
5-th percentile122
Q1152.25
median204
Q3226
95-th percentile244.15
Maximum250
Range140
Interquartile range (IQR)73.75

Descriptive statistics

Standard deviation42.465168
Coefficient of variation (CV)0.22195886
Kurtosis-1.0245262
Mean191.32
Median Absolute Deviation (MAD)24.5
Skewness-0.59632057
Sum19132
Variance1803.2905
MonotonicityNot monotonic
2023-12-10T21:29:24.161232image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=37)
ValueCountFrequency (%)
122 7
 
7.0%
210 7
 
7.0%
226 7
 
7.0%
125 6
 
6.0%
198 5
 
5.0%
201 5
 
5.0%
214 5
 
5.0%
204 5
 
5.0%
238 4
 
4.0%
232 4
 
4.0%
Other values (27) 45
45.0%
ValueCountFrequency (%)
110 1
 
1.0%
113 1
 
1.0%
119 2
 
2.0%
122 7
7.0%
125 6
6.0%
128 1
 
1.0%
131 2
 
2.0%
137 2
 
2.0%
141 1
 
1.0%
150 2
 
2.0%
ValueCountFrequency (%)
250 3
3.0%
247 2
 
2.0%
244 2
 
2.0%
241 2
 
2.0%
238 4
4.0%
235 1
 
1.0%
232 4
4.0%
229 1
 
1.0%
226 7
7.0%
223 1
 
1.0%

pm2.5 CAI 백분율 값
Real number (ℝ)

Distinct25
Distinct (%)25.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean61.2
Minimum50
Maximum77
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T21:29:24.536528image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum50
5-th percentile50.95
Q154
median59
Q369.25
95-th percentile75
Maximum77
Range27
Interquartile range (IQR)15.25

Descriptive statistics

Standard deviation8.4303444
Coefficient of variation (CV)0.13775073
Kurtosis-1.0436412
Mean61.2
Median Absolute Deviation (MAD)5
Skewness0.59696968
Sum6120
Variance71.070707
MonotonicityNot monotonic
2023-12-10T21:29:24.746044image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=25)
ValueCountFrequency (%)
57 12
 
12.0%
59 10
 
10.0%
54 8
 
8.0%
74 7
 
7.0%
75 7
 
7.0%
60 6
 
6.0%
56 6
 
6.0%
50 5
 
5.0%
53 5
 
5.0%
52 4
 
4.0%
Other values (15) 30
30.0%
ValueCountFrequency (%)
50 5
5.0%
51 4
 
4.0%
52 4
 
4.0%
53 5
5.0%
54 8
8.0%
55 1
 
1.0%
56 6
6.0%
57 12
12.0%
58 3
 
3.0%
59 10
10.0%
ValueCountFrequency (%)
77 2
 
2.0%
76 2
 
2.0%
75 7
7.0%
74 7
7.0%
73 2
 
2.0%
72 2
 
2.0%
71 1
 
1.0%
70 2
 
2.0%
69 2
 
2.0%
67 2
 
2.0%

pm2.5 값
Real number (ℝ)

Distinct37
Distinct (%)37.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean80.72
Minimum54
Maximum100
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T21:29:24.994026image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum54
5-th percentile58
Q167.75
median85
Q392
95-th percentile98.05
Maximum100
Range46
Interquartile range (IQR)24.25

Descriptive statistics

Standard deviation13.921192
Coefficient of variation (CV)0.17246274
Kurtosis-1.0247671
Mean80.72
Median Absolute Deviation (MAD)8
Skewness-0.59889983
Sum8072
Variance193.7996
MonotonicityNot monotonic
2023-12-10T21:29:25.325384image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=37)
ValueCountFrequency (%)
58 7
 
7.0%
87 7
 
7.0%
92 7
 
7.0%
59 6
 
6.0%
83 5
 
5.0%
84 5
 
5.0%
88 5
 
5.0%
85 5
 
5.0%
96 4
 
4.0%
94 4
 
4.0%
Other values (27) 45
45.0%
ValueCountFrequency (%)
54 1
 
1.0%
55 1
 
1.0%
57 2
 
2.0%
58 7
7.0%
59 6
6.0%
60 1
 
1.0%
61 2
 
2.0%
63 2
 
2.0%
64 1
 
1.0%
67 2
 
2.0%
ValueCountFrequency (%)
100 3
3.0%
99 2
 
2.0%
98 2
 
2.0%
97 2
 
2.0%
96 4
4.0%
95 1
 
1.0%
94 4
4.0%
93 1
 
1.0%
92 7
7.0%
91 1
 
1.0%

pm10 인덱스
Categorical

Distinct2
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
2
67 
1
33 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2
2nd row1
3rd row2
4th row2
5th row1

Common Values

ValueCountFrequency (%)
2 67
67.0%
1 33
33.0%

Length

2023-12-10T21:29:25.597272image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:29:25.738920image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2 67
67.0%
1 33
33.0%

pm10 CAI 지수
Real number (ℝ)

Distinct48
Distinct (%)48.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean124.79
Minimum79
Maximum190
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T21:29:25.962875image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum79
5-th percentile84
Q193
median132
Q3146
95-th percentile168.1
Maximum190
Range111
Interquartile range (IQR)53

Descriptive statistics

Standard deviation29.690421
Coefficient of variation (CV)0.23792308
Kurtosis-1.1696555
Mean124.79
Median Absolute Deviation (MAD)26
Skewness-0.0084991078
Sum12479
Variance881.52111
MonotonicityNot monotonic
2023-12-10T21:29:26.191812image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=48)
ValueCountFrequency (%)
136 6
 
6.0%
127 5
 
5.0%
138 4
 
4.0%
84 4
 
4.0%
142 4
 
4.0%
133 4
 
4.0%
85 4
 
4.0%
153 3
 
3.0%
146 3
 
3.0%
94 3
 
3.0%
Other values (38) 60
60.0%
ValueCountFrequency (%)
79 1
 
1.0%
80 1
 
1.0%
83 2
2.0%
84 4
4.0%
85 4
4.0%
86 2
2.0%
87 2
2.0%
88 2
2.0%
89 1
 
1.0%
90 2
2.0%
ValueCountFrequency (%)
190 1
 
1.0%
183 1
 
1.0%
179 1
 
1.0%
177 1
 
1.0%
170 1
 
1.0%
168 1
 
1.0%
164 2
2.0%
161 3
3.0%
159 3
3.0%
157 1
 
1.0%

pm10 CAI 백분율 값
Real number (ℝ)

Distinct22
Distinct (%)22.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean74.64
Minimum62
Maximum84
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T21:29:26.421747image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum62
5-th percentile65.95
Q170
median73
Q381
95-th percentile83
Maximum84
Range22
Interquartile range (IQR)11

Descriptive statistics

Standard deviation5.9958235
Coefficient of variation (CV)0.080329896
Kurtosis-1.1960601
Mean74.64
Median Absolute Deviation (MAD)5
Skewness0.033971348
Sum7464
Variance35.949899
MonotonicityNot monotonic
2023-12-10T21:29:26.803149image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=22)
ValueCountFrequency (%)
72 13
13.0%
83 10
 
10.0%
82 9
 
9.0%
81 8
 
8.0%
69 8
 
8.0%
74 7
 
7.0%
71 6
 
6.0%
67 5
 
5.0%
73 5
 
5.0%
68 4
 
4.0%
Other values (12) 25
25.0%
ValueCountFrequency (%)
62 1
 
1.0%
63 1
 
1.0%
64 2
 
2.0%
65 1
 
1.0%
66 1
 
1.0%
67 5
5.0%
68 4
4.0%
69 8
8.0%
70 4
4.0%
71 6
6.0%
ValueCountFrequency (%)
84 2
 
2.0%
83 10
10.0%
82 9
9.0%
81 8
8.0%
80 4
 
4.0%
79 3
 
3.0%
78 1
 
1.0%
77 1
 
1.0%
75 4
 
4.0%
74 7
7.0%

pm10 값
Real number (ℝ)

Distinct48
Distinct (%)48.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean89.84
Minimum59
Maximum122
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T21:29:27.179065image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum59
5-th percentile64
Q173
median95.5
Q3102
95-th percentile112.05
Maximum122
Range63
Interquartile range (IQR)29

Descriptive statistics

Standard deviation16.702217
Coefficient of variation (CV)0.18591069
Kurtosis-1.1459613
Mean89.84
Median Absolute Deviation (MAD)12
Skewness-0.30443121
Sum8984
Variance278.96404
MonotonicityNot monotonic
2023-12-10T21:29:27.443059image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=48)
ValueCountFrequency (%)
97 6
 
6.0%
93 5
 
5.0%
98 4
 
4.0%
64 4
 
4.0%
100 4
 
4.0%
96 4
 
4.0%
65 4
 
4.0%
105 3
 
3.0%
102 3
 
3.0%
74 3
 
3.0%
Other values (38) 60
60.0%
ValueCountFrequency (%)
59 1
 
1.0%
60 1
 
1.0%
63 2
2.0%
64 4
4.0%
65 4
4.0%
66 2
2.0%
67 2
2.0%
68 2
2.0%
69 1
 
1.0%
70 2
2.0%
ValueCountFrequency (%)
122 1
 
1.0%
119 1
 
1.0%
117 1
 
1.0%
116 1
 
1.0%
113 1
 
1.0%
112 1
 
1.0%
110 2
2.0%
109 3
3.0%
108 3
3.0%
107 1
 
1.0%

휘발성유기화합물 인덱스
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
0
100 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 100
100.0%

Length

2023-12-10T21:29:27.694777image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:29:27.879139image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 100
100.0%

휘발성유기화합물 값
Real number (ℝ)

Distinct16
Distinct (%)16.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.931
Minimum0.9
Maximum4.1
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T21:29:28.117333image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0.9
5-th percentile1
Q11.3
median1.6
Q31.9
95-th percentile3.9
Maximum4.1
Range3.2
Interquartile range (IQR)0.6

Descriptive statistics

Standard deviation0.98582837
Coefficient of variation (CV)0.51052738
Kurtosis-0.22081527
Mean1.931
Median Absolute Deviation (MAD)0.3
Skewness1.1071585
Sum193.1
Variance0.97185758
MonotonicityNot monotonic
2023-12-10T21:29:28.285167image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=16)
ValueCountFrequency (%)
1.9 19
19.0%
1.0 16
16.0%
1.3 15
15.0%
1.6 11
11.0%
1.7 8
8.0%
3.6 5
 
5.0%
3.5 4
 
4.0%
0.9 4
 
4.0%
1.4 3
 
3.0%
3.9 3
 
3.0%
Other values (6) 12
12.0%
ValueCountFrequency (%)
0.9 4
 
4.0%
1.0 16
16.0%
1.2 2
 
2.0%
1.3 15
15.0%
1.4 3
 
3.0%
1.6 11
11.0%
1.7 8
8.0%
1.8 1
 
1.0%
1.9 19
19.0%
3.5 4
 
4.0%
ValueCountFrequency (%)
4.1 1
 
1.0%
4.0 2
 
2.0%
3.9 3
 
3.0%
3.8 3
 
3.0%
3.7 3
 
3.0%
3.6 5
 
5.0%
3.5 4
 
4.0%
1.9 19
19.0%
1.8 1
 
1.0%
1.7 8
8.0%

온도 인덱스
Categorical

Distinct3
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
1
41 
0
39 
4
20 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row1
2nd row0
3rd row1
4th row4
5th row0

Common Values

ValueCountFrequency (%)
1 41
41.0%
0 39
39.0%
4 20
20.0%

Length

2023-12-10T21:29:28.502050image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:29:28.748201image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 41
41.0%
0 39
39.0%
4 20
20.0%

온도 값
Real number (ℝ)

Distinct20
Distinct (%)20.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9.716
Minimum3.7
Maximum13.3
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T21:29:28.950993image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum3.7
5-th percentile3.895
Q19
median10.5
Q312.2
95-th percentile13.3
Maximum13.3
Range9.6
Interquartile range (IQR)3.2

Descriptive statistics

Standard deviation3.244287
Coefficient of variation (CV)0.33391179
Kurtosis-0.67821756
Mean9.716
Median Absolute Deviation (MAD)1.6
Skewness-0.79073391
Sum971.6
Variance10.525398
MonotonicityNot monotonic
2023-12-10T21:29:29.151735image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=20)
ValueCountFrequency (%)
10.5 13
13.0%
12.1 12
12.0%
9.0 12
12.0%
13.3 11
11.0%
12.2 8
 
8.0%
13.2 8
 
8.0%
9.1 6
 
6.0%
10.4 4
 
4.0%
4.0 3
 
3.0%
10.6 3
 
3.0%
Other values (10) 20
20.0%
ValueCountFrequency (%)
3.7 2
2.0%
3.8 3
3.0%
3.9 2
2.0%
4.0 3
3.0%
4.1 2
2.0%
4.2 2
2.0%
4.3 3
3.0%
4.4 2
2.0%
4.5 1
 
1.0%
4.6 1
 
1.0%
ValueCountFrequency (%)
13.3 11
11.0%
13.2 8
8.0%
12.2 8
8.0%
12.1 12
12.0%
10.6 3
 
3.0%
10.5 13
13.0%
10.4 4
 
4.0%
9.2 2
 
2.0%
9.1 6
6.0%
9.0 12
12.0%

습도 인덱스
Categorical

Distinct3
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
1
59 
0
21 
2
20 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row1
3rd row1
4th row1
5th row2

Common Values

ValueCountFrequency (%)
1 59
59.0%
0 21
 
21.0%
2 20
 
20.0%

Length

2023-12-10T21:29:29.331277image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:29:29.487518image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 59
59.0%
0 21
 
21.0%
2 20
 
20.0%

습도 값
Real number (ℝ)

Distinct9
Distinct (%)9.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean36.38
Minimum30
Maximum47
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T21:29:29.658730image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum30
5-th percentile30
Q132
median36
Q337
95-th percentile47
Maximum47
Range17
Interquartile range (IQR)5

Descriptive statistics

Standard deviation5.6920643
Coefficient of variation (CV)0.15646136
Kurtosis-0.67087682
Mean36.38
Median Absolute Deviation (MAD)4
Skewness0.73035659
Sum3638
Variance32.399596
MonotonicityNot monotonic
2023-12-10T21:29:29.900176image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%)
30 20
20.0%
32 19
19.0%
36 19
19.0%
37 18
18.0%
46 10
10.0%
47 7
 
7.0%
45 4
 
4.0%
38 2
 
2.0%
35 1
 
1.0%
ValueCountFrequency (%)
30 20
20.0%
32 19
19.0%
35 1
 
1.0%
36 19
19.0%
37 18
18.0%
38 2
 
2.0%
45 4
 
4.0%
46 10
10.0%
47 7
 
7.0%
ValueCountFrequency (%)
47 7
 
7.0%
46 10
10.0%
45 4
 
4.0%
38 2
 
2.0%
37 18
18.0%
36 19
19.0%
35 1
 
1.0%
32 19
19.0%
30 20
20.0%

대기압 값
Real number (ℝ)

Distinct66
Distinct (%)66.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean101351.02
Minimum101300
Maximum101399
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T21:29:30.248745image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum101300
5-th percentile101306
Q1101322
median101356.5
Q3101374.25
95-th percentile101396
Maximum101399
Range99
Interquartile range (IQR)52.25

Descriptive statistics

Standard deviation30.272159
Coefficient of variation (CV)0.00029868628
Kurtosis-1.3408368
Mean101351.02
Median Absolute Deviation (MAD)26.5
Skewness-0.10854891
Sum10135102
Variance916.40364
MonotonicityNot monotonic
2023-12-10T21:29:30.771029image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
101325 4
 
4.0%
101371 4
 
4.0%
101369 4
 
4.0%
101309 3
 
3.0%
101394 3
 
3.0%
101306 3
 
3.0%
101381 2
 
2.0%
101363 2
 
2.0%
101374 2
 
2.0%
101322 2
 
2.0%
Other values (56) 71
71.0%
ValueCountFrequency (%)
101300 1
 
1.0%
101302 1
 
1.0%
101304 1
 
1.0%
101306 3
3.0%
101307 1
 
1.0%
101308 2
2.0%
101309 3
3.0%
101310 1
 
1.0%
101312 2
2.0%
101313 2
2.0%
ValueCountFrequency (%)
101399 1
 
1.0%
101398 1
 
1.0%
101397 2
2.0%
101396 2
2.0%
101395 1
 
1.0%
101394 3
3.0%
101392 1
 
1.0%
101390 1
 
1.0%
101389 2
2.0%
101386 1
 
1.0%

기준년월
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
201901
100 

Length

Max length6
Median length6
Mean length6
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row201901
2nd row201901
3rd row201901
4th row201901
5th row201901

Common Values

ValueCountFrequency (%)
201901 100
100.0%

Length

2023-12-10T21:29:30.972850image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:29:31.104108image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
201901 100
100.0%

개인기업구분코드
Categorical

IMBALANCE 

Distinct2
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
1
98 
2
 
2

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row1
2nd row1
3rd row1
4th row1
5th row1

Common Values

ValueCountFrequency (%)
1 98
98.0%
2 2
 
2.0%

Length

2023-12-10T21:29:31.251453image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:29:31.584598image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 98
98.0%
2 2
 
2.0%

승인시간대
Categorical

Distinct5
Distinct (%)5.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
1721
49 
6
21 
2124
20 
1114
9 
611
 
1

Length

Max length4
Median length4
Mean length3.36
Min length1

Unique

Unique1 ?
Unique (%)1.0%

Sample

1st row6
2nd row2124
3rd row2124
4th row1721
5th row1721

Common Values

ValueCountFrequency (%)
1721 49
49.0%
6 21
21.0%
2124 20
20.0%
1114 9
 
9.0%
611 1
 
1.0%

Length

2023-12-10T21:29:31.816226image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:29:32.048892image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1721 49
49.0%
6 21
21.0%
2124 20
20.0%
1114 9
 
9.0%
611 1
 
1.0%

성별구분
Categorical

Distinct3
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
01.남성
58 
02.여성
40 
03.기업
 
2

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row01.남성
2nd row01.남성
3rd row01.남성
4th row02.여성
5th row01.남성

Common Values

ValueCountFrequency (%)
01.남성 58
58.0%
02.여성 40
40.0%
03.기업 2
 
2.0%

Length

2023-12-10T21:29:32.399099image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:29:32.561037image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
01.남성 58
58.0%
02.여성 40
40.0%
03.기업 2
 
2.0%

연령대구분
Categorical

Distinct5
Distinct (%)5.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
30대
49 
20대
45 
40대
 
2
50대
 
2
기타
 
2

Length

Max length3
Median length3
Mean length2.98
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row30대
2nd row30대
3rd row20대
4th row20대
5th row30대

Common Values

ValueCountFrequency (%)
30대 49
49.0%
20대 45
45.0%
40대 2
 
2.0%
50대 2
 
2.0%
기타 2
 
2.0%

Length

2023-12-10T21:29:32.776809image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:29:32.973599image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
30대 49
49.0%
20대 45
45.0%
40대 2
 
2.0%
50대 2
 
2.0%
기타 2
 
2.0%

매출합계
Real number (ℝ)

Distinct21
Distinct (%)21.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean85180.7
Minimum11580
Maximum366000
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T21:29:33.229468image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum11580
5-th percentile19898
Q143500
median61330
Q3169600
95-th percentile169845
Maximum366000
Range354420
Interquartile range (IQR)126100

Descriptive statistics

Standard deviation63156.929
Coefficient of variation (CV)0.74144647
Kurtosis2.2904765
Mean85180.7
Median Absolute Deviation (MAD)34670
Skewness1.3208696
Sum8518070
Variance3.9887977 × 109
MonotonicityNot monotonic
2023-12-10T21:29:33.446560image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=21)
ValueCountFrequency (%)
169600 21
21.0%
61330 20
20.0%
43500 17
17.0%
26500 9
9.0%
117500 5
 
5.0%
44500 5
 
5.0%
96000 3
 
3.0%
39000 3
 
3.0%
57500 2
 
2.0%
19100 2
 
2.0%
Other values (11) 13
13.0%
ValueCountFrequency (%)
11580 1
 
1.0%
15400 1
 
1.0%
18900 1
 
1.0%
19100 2
 
2.0%
19940 1
 
1.0%
21950 1
 
1.0%
26500 9
9.0%
39000 3
 
3.0%
41500 1
 
1.0%
43500 17
17.0%
ValueCountFrequency (%)
366000 1
 
1.0%
187500 2
 
2.0%
174500 2
 
2.0%
169600 21
21.0%
117500 5
 
5.0%
115400 1
 
1.0%
96000 3
 
3.0%
61330 20
20.0%
57500 2
 
2.0%
49000 1
 
1.0%

매출건수
Categorical

Distinct5
Distinct (%)5.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
3
47 
14
21 
8
20 
4
8 
6
 
4

Length

Max length2
Median length1
Mean length1.21
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row14
2nd row3
3rd row3
4th row8
5th row4

Common Values

ValueCountFrequency (%)
3 47
47.0%
14 21
21.0%
8 20
20.0%
4 8
 
8.0%
6 4
 
4.0%

Length

2023-12-10T21:29:33.690995image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:29:33.866017image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
3 47
47.0%
14 21
21.0%
8 20
20.0%
4 8
 
8.0%
6 4
 
4.0%

회원수
Categorical

Distinct4
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
3
49 
8
41 
4
8 
6
 
2

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row8
2nd row3
3rd row3
4th row8
5th row4

Common Values

ValueCountFrequency (%)
3 49
49.0%
8 41
41.0%
4 8
 
8.0%
6 2
 
2.0%

Length

2023-12-10T21:29:34.074084image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:29:34.335429image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
3 49
49.0%
8 41
41.0%
4 8
 
8.0%
6 2
 
2.0%

Sample

집계구 기준일자읍면동코드집계구코드노드ID등록시간통합대기환경지수 인덱스통합대기환경지수 CAI 지수통합대기환경지수 CAI 백분율 값아황산가스 인덱스아황산가스 CAI 지수아황산가스 CAI 백분율 값아황산가스 값이산화질소 인덱스이산화질소 CAI 지수이산화질소 CAI 백분율 값이산화질소 값일산화탄소 인덱스일산화탄소 CAI 지수일산화탄소 CAI 백분율 값일산화탄소 값pm2.5 인덱스pm2.5 CAI 지수pm2.5 CAI 백분율 값pm2.5 값pm10 인덱스pm10 CAI 지수pm10 CAI 백분율 값pm10 값휘발성유기화합물 인덱스휘발성유기화합물 값온도 인덱스온도 값습도 인덱스습도 값대기압 값기준년월개인기업구분코드승인시간대성별구분연령대구분매출합계매출건수회원수
02019063022070582207058020005IK10492019-01-19 03:09:5722485105990.002023950.01408980.32198608321447110104.013.70471013682019011601.남성30대169600148
12019063022070762207076030004IK10432019-01-19 03:09:57223254015970.006025950.01503990.122325394192817201.9013.31321013712019011212401.남성30대1910033
22019063022060532206053010001IK10182019-01-19 03:09:5932574905990.002022950.01305990.22207588621427110001.219.21371013102019011212401.남성20대11750033
32019063022020592202059010001IK10122019-01-19 03:10:01327645013970.005020960.01208980.32226549221556910601.8410.41351013792019011172102.여성20대6133088
42019063022040552204055020001IK10292019-01-19 03:10:04212575010980.004022950.01308980.321257459183836301.0012.12301013922019011172101.남성30대9600044
52019063022070762207076030004IK10432019-01-19 03:10:07215070015970.006020960.01203990.121507067199807901.9013.31321013892019011212401.남성30대1910033
62019063022070582207058020005IK10492019-01-19 03:10:08224851015970.006020960.01208980.32198608321616710904.113.70471013622019011601.남성30대169600148
72019063022060532206053010001IK10182019-01-19 03:10:09327046015970.006023950.01405990.2222056902136729701.219.21371013752019011212401.남성20대11750033
82019063022020592202059010001IK10122019-01-19 03:10:10327645015970.006025950.01508980.3222654922140729901.7410.41361013712019011172102.여성20대6133088
92019063022040552204055020001IK10292019-01-19 03:10:14212276015970.006027940.01608980.321227558184836401.0012.12301013602019011172101.남성30대9600044
집계구 기준일자읍면동코드집계구코드노드ID등록시간통합대기환경지수 인덱스통합대기환경지수 CAI 지수통합대기환경지수 CAI 백분율 값아황산가스 인덱스아황산가스 CAI 지수아황산가스 CAI 백분율 값아황산가스 값이산화질소 인덱스이산화질소 CAI 지수이산화질소 CAI 백분율 값이산화질소 값일산화탄소 인덱스일산화탄소 CAI 지수일산화탄소 CAI 백분율 값일산화탄소 값pm2.5 인덱스pm2.5 CAI 지수pm2.5 CAI 백분율 값pm2.5 값pm10 인덱스pm10 CAI 지수pm10 CAI 백분율 값pm10 값휘발성유기화합물 인덱스휘발성유기화합물 값온도 인덱스온도 값습도 인덱스습도 값대기압 값기준년월개인기업구분코드승인시간대성별구분연령대구분매출합계매출건수회원수
902019063022040542204054010001IK10292019-01-19 03:13:02212575010980.004027940.01608980.321257459188826800.9012.22301013692019011111401.남성40대4900033
912019063022030532203053020007IK10432019-01-19 03:13:05223853010980.004025950.01503990.122385296193817301.9013.21321013822019011172102.여성20대4350033
922019063022070582207058020005IK10492019-01-19 03:13:06326048013970.005025950.01508980.32210578721596810803.514.50451013862019011601.남성30대169600148
932019063022020592202059020004IK10182019-01-19 03:13:07328244013970.005027940.01605990.22232539421516910401.319.11371013092019012172103.기업기타17450066
942019063022020592202059010001IK10122019-01-19 03:13:10328244010980.004025950.01508980.3223253942136729701.7410.61361013662019011172102.여성20대6133088
952019063022040542204054010003IK10292019-01-19 03:13:13211078010980.004025950.01508980.321107754179845900.9012.22301013942019011111402.여성30대1890033
962019063022030532203053020007IK10432019-01-19 03:13:1422355305990.002027940.01603990.122355395189826901.9013.21321013092019011172102.여성20대4350033
972019063022020592202059020004IK10182019-01-19 03:13:17327046010980.004020960.01205990.22220569021706511301.419.01371013172019012172103.기업기타17450066
982019063022070582207058020005IK10492019-01-19 03:13:17326747010980.004023950.01408980.32217568921596810803.514.60451013512019011601.남성30대169600148
992019063022040552204055020004IK10292019-01-19 03:09:5421257508980.003027940.01608980.321257459187826701.0012.1230101382201901161101.남성20대2195063