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
휘발성유기화합물 인덱스 has constant value ""Constant
온도 인덱스 has constant value ""Constant
기준년월 has constant value ""Constant
습도 인덱스 is highly imbalanced (51.8%)Imbalance

Reproduction

Analysis started2023-12-10 12:28:52.733757
Analysis finished2023-12-10 12:28:53.220810
Duration0.49 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

2023-12-10T21:28:53.356299image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:28:53.508897image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
20190630 100
100.0%

읍면동코드
Real number (ℝ)

Distinct12
Distinct (%)12.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2203750.6
Minimum2201056
Maximum2207069
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T21:28:53.633381image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2201056
5-th percentile2201056
Q12202804.2
median2203066
Q32204066
95-th percentile2207064
Maximum2207069
Range6013
Interquartile range (IQR)1261.75

Descriptive statistics

Standard deviation1932.827
Coefficient of variation (CV)0.00087706248
Kurtosis-0.75954317
Mean2203750.6
Median Absolute Deviation (MAD)1000
Skewness0.5433009
Sum2.2037506 × 108
Variance3735820
MonotonicityNot monotonic
2023-12-10T21:28:53.870290image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%)
2203066 23
23.0%
2201056 13
13.0%
2202058 12
12.0%
2207064 12
12.0%
2204061 11
11.0%
2203053 10
10.0%
2206056 7
 
7.0%
2204066 5
 
5.0%
2207058 2
 
2.0%
2207055 2
 
2.0%
Other values (2) 3
 
3.0%
ValueCountFrequency (%)
2201056 13
13.0%
2202058 12
12.0%
2203053 10
10.0%
2203066 23
23.0%
2204061 11
11.0%
2204065 2
 
2.0%
2204066 5
 
5.0%
2206056 7
 
7.0%
2207055 2
 
2.0%
2207058 2
 
2.0%
ValueCountFrequency (%)
2207069 1
 
1.0%
2207064 12
12.0%
2207058 2
 
2.0%
2207055 2
 
2.0%
2206056 7
 
7.0%
2204066 5
 
5.0%
2204065 2
 
2.0%
2204061 11
11.0%
2203066 23
23.0%
2203053 10
10.0%

집계구코드
Real number (ℝ)

Distinct16
Distinct (%)16.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.2037506 × 1012
Minimum2.201056 × 1012
Maximum2.207069 × 1012
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T21:28:54.102940image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2.201056 × 1012
5-th percentile2.201056 × 1012
Q12.2028043 × 1012
median2.203066 × 1012
Q32.204066 × 1012
95-th percentile2.207064 × 1012
Maximum2.207069 × 1012
Range6.013 × 109
Interquartile range (IQR)1.261735 × 109

Descriptive statistics

Standard deviation1.9328321 × 109
Coefficient of variation (CV)0.0008770648
Kurtosis-0.75953638
Mean2.2037506 × 1012
Median Absolute Deviation (MAD)9.9999001 × 108
Skewness0.54330435
Sum2.2037506 × 1014
Variance3.7358398 × 1018
MonotonicityNot monotonic
2023-12-10T21:28:54.433810image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=16)
ValueCountFrequency (%)
2203066020001 19
19.0%
2201056010002 13
13.0%
2207064040003 12
12.0%
2204061010001 11
11.0%
2203053020007 10
10.0%
2206056040001 7
 
7.0%
2202058040001 6
 
6.0%
2204066010007 5
 
5.0%
2203066020002 4
 
4.0%
2202058040003 4
 
4.0%
Other values (6) 9
9.0%
ValueCountFrequency (%)
2201056010002 13
13.0%
2202058040001 6
 
6.0%
2202058040002 2
 
2.0%
2202058040003 4
 
4.0%
2203053020007 10
10.0%
2203066020001 19
19.0%
2203066020002 4
 
4.0%
2204061010001 11
11.0%
2204065020006 1
 
1.0%
2204065020010 1
 
1.0%
ValueCountFrequency (%)
2207069010005 1
 
1.0%
2207064040003 12
12.0%
2207058020010 2
 
2.0%
2207055020002 2
 
2.0%
2206056040001 7
7.0%
2204066010007 5
5.0%
2204065020010 1
 
1.0%
2204065020006 1
 
1.0%
2204061010001 11
11.0%
2203066020002 4
 
4.0%

노드ID
Categorical

Distinct9
Distinct (%)9.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
IK1022
13 
IK1046
13 
IK1035
13 
IK1026
12 
IK1012
12 
Other values (4)
37 

Length

Max length6
Median length6
Mean length6
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowIK1026
2nd rowIK1022
3rd rowIK1012
4th rowIK1046
5th rowIK1043

Common Values

ValueCountFrequency (%)
IK1022 13
13.0%
IK1046 13
13.0%
IK1035 13
13.0%
IK1026 12
12.0%
IK1012 12
12.0%
IK1043 12
12.0%
IK1042 12
12.0%
IK1018 7
7.0%
IK1030 6
6.0%

Length

2023-12-10T21:28:54.675390image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:28:54.855415image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
ik1022 13
13.0%
ik1046 13
13.0%
ik1035 13
13.0%
ik1026 12
12.0%
ik1012 12
12.0%
ik1043 12
12.0%
ik1042 12
12.0%
ik1018 7
7.0%
ik1030 6
6.0%

등록시간
Date

Distinct55
Distinct (%)55.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
Minimum2019-02-14 13:36:04
Maximum2019-02-14 13:38:05
2023-12-10T21:28:55.071980image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T21:28:55.318047image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

통합대기환경지수 인덱스
Categorical

Distinct3
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
1
81 
2
16 
0
 
3

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 81
81.0%
2 16
 
16.0%
0 3
 
3.0%

Length

2023-12-10T21:28:55.828347image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:28:56.028201image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 81
81.0%
2 16
 
16.0%
0 3
 
3.0%

통합대기환경지수 CAI 지수
Real number (ℝ)

Distinct39
Distinct (%)39.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean79.45
Minimum47
Maximum184
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T21:28:56.238755image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum47
5-th percentile51.95
Q165
median72
Q384
95-th percentile134
Maximum184
Range137
Interquartile range (IQR)19

Descriptive statistics

Standard deviation27.470967
Coefficient of variation (CV)0.34576422
Kurtosis3.9734305
Mean79.45
Median Absolute Deviation (MAD)9
Skewness1.9448993
Sum7945
Variance754.65404
MonotonicityNot monotonic
2023-12-10T21:28:56.468887image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=39)
ValueCountFrequency (%)
65 8
 
8.0%
68 8
 
8.0%
74 7
 
7.0%
67 7
 
7.0%
63 5
 
5.0%
73 5
 
5.0%
77 4
 
4.0%
52 4
 
4.0%
70 4
 
4.0%
76 3
 
3.0%
Other values (29) 45
45.0%
ValueCountFrequency (%)
47 1
 
1.0%
50 2
 
2.0%
51 2
 
2.0%
52 4
4.0%
54 3
3.0%
55 2
 
2.0%
58 1
 
1.0%
61 1
 
1.0%
63 5
5.0%
64 1
 
1.0%
ValueCountFrequency (%)
184 1
1.0%
177 1
1.0%
168 1
1.0%
164 1
1.0%
134 2
2.0%
128 2
2.0%
122 1
1.0%
119 2
2.0%
116 2
2.0%
110 1
1.0%

통합대기환경지수 CAI 백분율 값
Real number (ℝ)

Distinct21
Distinct (%)21.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean84.54
Minimum64
Maximum91
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T21:28:56.663765image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum64
5-th percentile74
Q184
median86
Q387
95-th percentile90
Maximum91
Range27
Interquartile range (IQR)3

Descriptive statistics

Standard deviation5.4317064
Coefficient of variation (CV)0.064250135
Kurtosis3.9515016
Mean84.54
Median Absolute Deviation (MAD)2
Skewness-1.9400446
Sum8454
Variance29.503434
MonotonicityNot monotonic
2023-12-10T21:28:56.849128image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=21)
ValueCountFrequency (%)
87 23
23.0%
86 17
17.0%
90 11
11.0%
85 8
 
8.0%
84 7
 
7.0%
88 7
 
7.0%
77 4
 
4.0%
83 4
 
4.0%
89 3
 
3.0%
82 2
 
2.0%
Other values (11) 14
14.0%
ValueCountFrequency (%)
64 1
 
1.0%
65 1
 
1.0%
67 1
 
1.0%
68 1
 
1.0%
74 2
2.0%
75 2
2.0%
76 1
 
1.0%
77 4
4.0%
78 1
 
1.0%
79 2
2.0%
ValueCountFrequency (%)
91 1
 
1.0%
90 11
11.0%
89 3
 
3.0%
88 7
 
7.0%
87 23
23.0%
86 17
17.0%
85 8
 
8.0%
84 7
 
7.0%
83 4
 
4.0%
82 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

2023-12-10T21:28:57.157035image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:28:57.405656image/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
13
34 
5
24 
15
17 
10
15 
8
10 

Length

Max length2
Median length2
Mean length1.66
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
13 34
34.0%
5 24
24.0%
15 17
17.0%
10 15
15.0%
8 10
 
10.0%

Length

2023-12-10T21:28:57.570212image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:28:57.751505image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
13 34
34.0%
5 24
24.0%
15 17
17.0%
10 15
15.0%
8 10
 
10.0%

아황산가스 CAI 백분율 값
Categorical

Distinct3
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
97
51 
98
25 
99
24 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
97 51
51.0%
98 25
25.0%
99 24
24.0%

Length

2023-12-10T21:28:57.930672image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:28:58.088751image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
97 51
51.0%
98 25
25.0%
99 24
24.0%

아황산가스 값
Categorical

Distinct5
Distinct (%)5.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
0.005
34 
0.002
24 
0.006
17 
0.004
15 
0.003
10 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0.005 34
34.0%
0.002 24
24.0%
0.006 17
17.0%
0.004 15
15.0%
0.003 10
 
10.0%

Length

2023-12-10T21:28:58.270726image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:28:58.459367image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0.005 34
34.0%
0.002 24
24.0%
0.006 17
17.0%
0.004 15
15.0%
0.003 10
 
10.0%

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

2023-12-10T21:28:58.643710image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:28:58.763212image/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
23
25 
20
23 
25
19 
22
19 
27
14 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row25
2nd row27
3rd row22
4th row20
5th row25

Common Values

ValueCountFrequency (%)
23 25
25.0%
20 23
23.0%
25 19
19.0%
22 19
19.0%
27 14
14.0%

Length

2023-12-10T21:28:58.901356image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:28:59.117217image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
23 25
25.0%
20 23
23.0%
25 19
19.0%
22 19
19.0%
27 14
14.0%

이산화질소 CAI 백분율 값
Categorical

Distinct3
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
95
63 
96
23 
94
14 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row95
2nd row94
3rd row95
4th row96
5th row95

Common Values

ValueCountFrequency (%)
95 63
63.0%
96 23
 
23.0%
94 14
 
14.0%

Length

2023-12-10T21:28:59.302222image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:28:59.462816image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
95 63
63.0%
96 23
 
23.0%
94 14
 
14.0%

이산화질소 값
Categorical

Distinct5
Distinct (%)5.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
0.014
25 
0.012
23 
0.015
19 
0.013
19 
0.016
14 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0.015
2nd row0.016
3rd row0.013
4th row0.012
5th row0.015

Common Values

ValueCountFrequency (%)
0.014 25
25.0%
0.012 23
23.0%
0.015 19
19.0%
0.013 19
19.0%
0.016 14
14.0%

Length

2023-12-10T21:28:59.667169image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:28:59.828793image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0.014 25
25.0%
0.012 23
23.0%
0.015 19
19.0%
0.013 19
19.0%
0.016 14
14.0%

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

2023-12-10T21:29:00.044266image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:29:00.312600image/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
75 
5
13 
3
12 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
8 75
75.0%
5 13
 
13.0%
3 12
 
12.0%

Length

2023-12-10T21:29:00.454822image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:29:00.629373image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
8 75
75.0%
5 13
 
13.0%
3 12
 
12.0%

일산화탄소 CAI 백분율 값
Categorical

Distinct2
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
98
75 
99
25 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
98 75
75.0%
99 25
 
25.0%

Length

2023-12-10T21:29:00.821754image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:29:00.978183image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
98 75
75.0%
99 25
 
25.0%

일산화탄소 값
Categorical

Distinct3
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
0.3
75 
0.2
13 
0.1
12 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0.3 75
75.0%
0.2 13
 
13.0%
0.1 12
 
12.0%

Length

2023-12-10T21:29:01.332989image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:29:01.496515image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0.3 75
75.0%
0.2 13
 
13.0%
0.1 12
 
12.0%

pm2.5 인덱스
Categorical

Distinct3
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
1
81 
2
16 
0
 
3

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 81
81.0%
2 16
 
16.0%
0 3
 
3.0%

Length

2023-12-10T21:29:01.781935image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:29:01.931143image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 81
81.0%
2 16
 
16.0%
0 3
 
3.0%

pm2.5 CAI 지수
Real number (ℝ)

Distinct35
Distinct (%)35.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean77
Minimum47
Maximum134
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T21:29:02.097795image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum47
5-th percentile51.95
Q165
median70.5
Q384
95-th percentile122.3
Maximum134
Range87
Interquartile range (IQR)19

Descriptive statistics

Standard deviation21.16267
Coefficient of variation (CV)0.27483987
Kurtosis0.81760992
Mean77
Median Absolute Deviation (MAD)7.5
Skewness1.2070284
Sum7700
Variance447.85859
MonotonicityNot monotonic
2023-12-10T21:29:02.277330image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=35)
ValueCountFrequency (%)
68 9
 
9.0%
65 8
 
8.0%
74 7
 
7.0%
67 7
 
7.0%
73 5
 
5.0%
63 5
 
5.0%
70 4
 
4.0%
77 4
 
4.0%
52 4
 
4.0%
81 3
 
3.0%
Other values (25) 44
44.0%
ValueCountFrequency (%)
47 1
 
1.0%
50 2
 
2.0%
51 2
 
2.0%
52 4
4.0%
54 3
3.0%
55 2
 
2.0%
58 1
 
1.0%
61 1
 
1.0%
63 5
5.0%
64 1
 
1.0%
ValueCountFrequency (%)
134 3
3.0%
128 2
2.0%
122 1
 
1.0%
119 2
2.0%
116 3
3.0%
110 1
 
1.0%
107 3
3.0%
101 1
 
1.0%
97 1
 
1.0%
93 1
 
1.0%

pm2.5 CAI 백분율 값
Real number (ℝ)

Distinct18
Distinct (%)18.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean84.09
Minimum73
Maximum90
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T21:29:02.471400image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum73
5-th percentile74.95
Q183
median85.5
Q386
95-th percentile89
Maximum90
Range17
Interquartile range (IQR)3

Descriptive statistics

Standard deviation4.2237783
Coefficient of variation (CV)0.050229258
Kurtosis0.70472077
Mean84.09
Median Absolute Deviation (MAD)1.5
Skewness-1.1793443
Sum8409
Variance17.840303
MonotonicityNot monotonic
2023-12-10T21:29:02.679727image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=18)
ValueCountFrequency (%)
86 28
28.0%
85 13
13.0%
89 9
 
9.0%
83 7
 
7.0%
84 7
 
7.0%
87 7
 
7.0%
76 5
 
5.0%
82 5
 
5.0%
88 3
 
3.0%
78 3
 
3.0%
Other values (8) 13
13.0%
ValueCountFrequency (%)
73 3
3.0%
74 2
 
2.0%
75 1
 
1.0%
76 5
5.0%
77 1
 
1.0%
78 3
3.0%
79 1
 
1.0%
80 1
 
1.0%
81 1
 
1.0%
82 5
5.0%
ValueCountFrequency (%)
90 3
 
3.0%
89 9
 
9.0%
88 3
 
3.0%
87 7
 
7.0%
86 28
28.0%
85 13
13.0%
84 7
 
7.0%
83 7
 
7.0%
82 5
 
5.0%
81 1
 
1.0%

pm2.5 값
Real number (ℝ)

Distinct35
Distinct (%)35.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean33.08
Minimum14
Maximum62
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T21:29:02.901520image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum14
5-th percentile16.95
Q126
median29.5
Q339
95-th percentile58.1
Maximum62
Range48
Interquartile range (IQR)13

Descriptive statistics

Standard deviation12.532527
Coefficient of variation (CV)0.37885512
Kurtosis-0.045393573
Mean33.08
Median Absolute Deviation (MAD)5.5
Skewness0.85617397
Sum3308
Variance157.06424
MonotonicityNot monotonic
2023-12-10T21:29:03.130103image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=35)
ValueCountFrequency (%)
28 9
 
9.0%
26 8
 
8.0%
32 7
 
7.0%
27 7
 
7.0%
31 5
 
5.0%
24 5
 
5.0%
29 4
 
4.0%
34 4
 
4.0%
17 4
 
4.0%
37 3
 
3.0%
Other values (25) 44
44.0%
ValueCountFrequency (%)
14 1
 
1.0%
15 2
 
2.0%
16 2
 
2.0%
17 4
4.0%
18 3
3.0%
19 2
 
2.0%
21 1
 
1.0%
23 1
 
1.0%
24 5
5.0%
25 1
 
1.0%
ValueCountFrequency (%)
62 3
3.0%
60 2
2.0%
58 1
 
1.0%
57 2
2.0%
56 3
3.0%
54 1
 
1.0%
53 3
3.0%
51 1
 
1.0%
48 1
 
1.0%
45 1
 
1.0%

pm10 인덱스
Categorical

Distinct3
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
1
58 
0
38 
2
 
4

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
1 58
58.0%
0 38
38.0%
2 4
 
4.0%

Length

2023-12-10T21:29:03.371825image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:29:03.533628image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 58
58.0%
0 38
38.0%
2 4
 
4.0%

pm10 CAI 지수
Real number (ℝ)

Distinct38
Distinct (%)38.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean55.88
Minimum27
Maximum127
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T21:29:03.940660image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum27
5-th percentile30
Q148
median52.5
Q361
95-th percentile87.3
Maximum127
Range100
Interquartile range (IQR)13

Descriptive statistics

Standard deviation18.497218
Coefficient of variation (CV)0.33101678
Kurtosis4.0138368
Mean55.88
Median Absolute Deviation (MAD)5.5
Skewness1.5690967
Sum5588
Variance342.14707
MonotonicityNot monotonic
2023-12-10T21:29:04.139433image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=38)
ValueCountFrequency (%)
50 10
 
10.0%
48 9
 
9.0%
52 8
 
8.0%
54 7
 
7.0%
61 5
 
5.0%
30 4
 
4.0%
55 4
 
4.0%
32 4
 
4.0%
53 4
 
4.0%
51 4
 
4.0%
Other values (28) 41
41.0%
ValueCountFrequency (%)
27 2
 
2.0%
28 1
 
1.0%
30 4
 
4.0%
32 4
 
4.0%
33 2
 
2.0%
37 2
 
2.0%
45 2
 
2.0%
47 2
 
2.0%
48 9
9.0%
50 10
10.0%
ValueCountFrequency (%)
127 1
1.0%
118 2
2.0%
114 1
1.0%
93 1
1.0%
87 1
1.0%
83 1
1.0%
81 1
1.0%
80 1
1.0%
78 1
1.0%
74 1
1.0%

pm10 CAI 백분율 값
Real number (ℝ)

Distinct17
Distinct (%)17.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean88.45
Minimum74
Maximum94
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T21:29:04.352040image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum74
5-th percentile81.95
Q187
median89
Q390
95-th percentile94
Maximum94
Range20
Interquartile range (IQR)3

Descriptive statistics

Standard deviation3.7264411
Coefficient of variation (CV)0.042130482
Kurtosis3.9539536
Mean88.45
Median Absolute Deviation (MAD)1
Skewness-1.5600194
Sum8845
Variance13.886364
MonotonicityNot monotonic
2023-12-10T21:29:04.663378image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=17)
ValueCountFrequency (%)
89 27
27.0%
90 21
21.0%
87 9
 
9.0%
94 7
 
7.0%
88 7
 
7.0%
86 6
 
6.0%
93 6
 
6.0%
85 3
 
3.0%
83 2
 
2.0%
91 2
 
2.0%
Other values (7) 10
 
10.0%
ValueCountFrequency (%)
74 1
 
1.0%
76 2
 
2.0%
77 1
 
1.0%
81 1
 
1.0%
82 1
 
1.0%
83 2
 
2.0%
84 2
 
2.0%
85 3
 
3.0%
86 6
6.0%
87 9
9.0%
ValueCountFrequency (%)
94 7
 
7.0%
93 6
 
6.0%
92 2
 
2.0%
91 2
 
2.0%
90 21
21.0%
89 27
27.0%
88 7
 
7.0%
87 9
 
9.0%
86 6
 
6.0%
85 3
 
3.0%

pm10 값
Real number (ℝ)

Distinct38
Distinct (%)38.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean36.75
Minimum16
Maximum93
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T21:29:04.924955image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum16
5-th percentile18
Q129
median32.5
Q341
95-th percentile67.3
Maximum93
Range77
Interquartile range (IQR)12

Descriptive statistics

Standard deviation15.6369
Coefficient of variation (CV)0.42549386
Kurtosis3.5936681
Mean36.75
Median Absolute Deviation (MAD)4.5
Skewness1.727173
Sum3675
Variance244.51263
MonotonicityNot monotonic
2023-12-10T21:29:05.182895image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=38)
ValueCountFrequency (%)
30 10
 
10.0%
29 9
 
9.0%
32 8
 
8.0%
34 7
 
7.0%
41 5
 
5.0%
18 4
 
4.0%
35 4
 
4.0%
19 4
 
4.0%
33 4
 
4.0%
31 4
 
4.0%
Other values (28) 41
41.0%
ValueCountFrequency (%)
16 2
 
2.0%
17 1
 
1.0%
18 4
 
4.0%
19 4
 
4.0%
20 2
 
2.0%
22 2
 
2.0%
27 2
 
2.0%
28 2
 
2.0%
29 9
9.0%
30 10
10.0%
ValueCountFrequency (%)
93 1
1.0%
89 2
2.0%
87 1
1.0%
73 1
1.0%
67 1
1.0%
63 1
1.0%
61 1
1.0%
60 1
1.0%
58 1
1.0%
54 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

2023-12-10T21:29:05.493549image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:29:05.810848image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 100
100.0%

휘발성유기화합물 값
Real number (ℝ)

Distinct9
Distinct (%)9.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.011
Minimum0.6
Maximum2.5
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T21:29:06.102534image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0.6
5-th percentile0.6
Q10.6
median1
Q31.1
95-th percentile2.405
Maximum2.5
Range1.9
Interquartile range (IQR)0.5

Descriptive statistics

Standard deviation0.46686035
Coefficient of variation (CV)0.46178076
Kurtosis4.3450376
Mean1.011
Median Absolute Deviation (MAD)0.25
Skewness2.0318078
Sum101.1
Variance0.21795859
MonotonicityNot monotonic
2023-12-10T21:29:06.285963image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%)
0.6 26
26.0%
1.0 19
19.0%
1.1 17
17.0%
0.8 12
12.0%
1.3 11
11.0%
0.7 6
 
6.0%
2.5 5
 
5.0%
1.2 2
 
2.0%
2.4 2
 
2.0%
ValueCountFrequency (%)
0.6 26
26.0%
0.7 6
 
6.0%
0.8 12
12.0%
1.0 19
19.0%
1.1 17
17.0%
1.2 2
 
2.0%
1.3 11
11.0%
2.4 2
 
2.0%
2.5 5
 
5.0%
ValueCountFrequency (%)
2.5 5
 
5.0%
2.4 2
 
2.0%
1.3 11
11.0%
1.2 2
 
2.0%
1.1 17
17.0%
1.0 19
19.0%
0.8 12
12.0%
0.7 6
 
6.0%
0.6 26
26.0%

온도 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

2023-12-10T21:29:06.474109image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:29:06.623742image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 100
100.0%

온도 값
Real number (ℝ)

Distinct49
Distinct (%)49.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean21.652
Minimum16
Maximum27.6
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T21:29:06.790296image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum16
5-th percentile16.1
Q117.575
median21.6
Q325.1
95-th percentile27.3
Maximum27.6
Range11.6
Interquartile range (IQR)7.525

Descriptive statistics

Standard deviation3.8232801
Coefficient of variation (CV)0.17657861
Kurtosis-1.3611441
Mean21.652
Median Absolute Deviation (MAD)3.85
Skewness-0.038815452
Sum2165.2
Variance14.617471
MonotonicityNot monotonic
2023-12-10T21:29:07.094860image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=49)
ValueCountFrequency (%)
19.3 5
 
5.0%
24.7 5
 
5.0%
27.0 4
 
4.0%
16.3 4
 
4.0%
19.4 4
 
4.0%
21.2 3
 
3.0%
25.8 3
 
3.0%
24.8 3
 
3.0%
25.6 3
 
3.0%
22.4 3
 
3.0%
Other values (39) 63
63.0%
ValueCountFrequency (%)
16.0 3
3.0%
16.1 3
3.0%
16.3 4
4.0%
16.4 2
2.0%
16.5 1
 
1.0%
16.6 2
2.0%
16.7 2
2.0%
16.9 2
2.0%
17.0 2
2.0%
17.1 1
 
1.0%
ValueCountFrequency (%)
27.6 2
2.0%
27.5 1
 
1.0%
27.4 1
 
1.0%
27.3 2
2.0%
27.2 1
 
1.0%
27.1 1
 
1.0%
27.0 4
4.0%
25.9 2
2.0%
25.8 3
3.0%
25.7 2
2.0%

습도 인덱스
Categorical

IMBALANCE 

Distinct3
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
2
84 
0
12 
1
 
4

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 84
84.0%
0 12
 
12.0%
1 4
 
4.0%

Length

2023-12-10T21:29:07.408817image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:29:07.592841image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2 84
84.0%
0 12
 
12.0%
1 4
 
4.0%

습도 값
Real number (ℝ)

Distinct16
Distinct (%)16.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean26.8
Minimum18
Maximum49
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T21:29:07.806385image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum18
5-th percentile18
Q120.5
median26
Q329
95-th percentile48
Maximum49
Range31
Interquartile range (IQR)8.5

Descriptive statistics

Standard deviation8.7120026
Coefficient of variation (CV)0.32507473
Kurtosis1.4260439
Mean26.8
Median Absolute Deviation (MAD)4
Skewness1.4598782
Sum2680
Variance75.89899
MonotonicityNot monotonic
2023-12-10T21:29:08.021794image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=16)
ValueCountFrequency (%)
18 13
13.0%
19 12
12.0%
24 10
10.0%
26 10
10.0%
29 8
8.0%
27 7
 
7.0%
28 6
 
6.0%
47 6
 
6.0%
21 5
 
5.0%
30 4
 
4.0%
Other values (6) 19
19.0%
ValueCountFrequency (%)
18 13
13.0%
19 12
12.0%
21 5
 
5.0%
22 3
 
3.0%
23 4
 
4.0%
24 10
10.0%
25 2
 
2.0%
26 10
10.0%
27 7
7.0%
28 6
6.0%
ValueCountFrequency (%)
49 2
 
2.0%
48 4
 
4.0%
47 6
6.0%
31 4
 
4.0%
30 4
 
4.0%
29 8
8.0%
28 6
6.0%
27 7
7.0%
26 10
10.0%
25 2
 
2.0%

대기압 값
Real number (ℝ)

Distinct62
Distinct (%)62.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean101353.11
Minimum101300
Maximum101399
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T21:29:08.243118image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum101300
5-th percentile101303.95
Q1101324
median101356
Q3101384.25
95-th percentile101396.05
Maximum101399
Range99
Interquartile range (IQR)60.25

Descriptive statistics

Standard deviation31.316532
Coefficient of variation (CV)0.00030898442
Kurtosis-1.3746427
Mean101353.11
Median Absolute Deviation (MAD)31
Skewness-0.12347324
Sum10135311
Variance980.72515
MonotonicityNot monotonic
2023-12-10T21:29:08.479082image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
101389 6
 
6.0%
101369 4
 
4.0%
101329 4
 
4.0%
101320 3
 
3.0%
101303 3
 
3.0%
101395 3
 
3.0%
101394 3
 
3.0%
101381 3
 
3.0%
101397 3
 
3.0%
101324 3
 
3.0%
Other values (52) 65
65.0%
ValueCountFrequency (%)
101300 1
 
1.0%
101302 1
 
1.0%
101303 3
3.0%
101304 1
 
1.0%
101305 1
 
1.0%
101308 2
2.0%
101310 3
3.0%
101312 1
 
1.0%
101313 2
2.0%
101316 1
 
1.0%
ValueCountFrequency (%)
101399 1
 
1.0%
101398 1
 
1.0%
101397 3
3.0%
101396 1
 
1.0%
101395 3
3.0%
101394 3
3.0%
101391 1
 
1.0%
101390 1
 
1.0%
101389 6
6.0%
101388 2
 
2.0%

기준년월
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
201902
100 

Length

Max length6
Median length6
Mean length6
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row201902
2nd row201902
3rd row201902
4th row201902
5th row201902

Common Values

ValueCountFrequency (%)
201902 100
100.0%

Length

2023-12-10T21:29:08.685444image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:29:08.833947image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
201902 100
100.0%

개인기업구분코드
Categorical

Distinct2
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
1
77 
2
23 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
1 77
77.0%
2 23
 
23.0%

Length

2023-12-10T21:29:08.986729image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:29:09.123372image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 77
77.0%
2 23
 
23.0%

승인시간대
Categorical

Distinct5
Distinct (%)5.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
611
40 
1417
32 
2124
14 
1114
7 
1721
7 

Length

Max length4
Median length4
Mean length3.6
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row611
2nd row611
3rd row1114
4th row611
5th row1417

Common Values

ValueCountFrequency (%)
611 40
40.0%
1417 32
32.0%
2124 14
 
14.0%
1114 7
 
7.0%
1721 7
 
7.0%

Length

2023-12-10T21:29:09.273264image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:29:09.441011image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
611 40
40.0%
1417 32
32.0%
2124 14
 
14.0%
1114 7
 
7.0%
1721 7
 
7.0%

성별구분
Categorical

Distinct3
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
01.남성
57 
03.기업
23 
02.여성
20 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row03.기업
2nd row02.여성
3rd row02.여성
4th row02.여성
5th row01.남성

Common Values

ValueCountFrequency (%)
01.남성 57
57.0%
03.기업 23
23.0%
02.여성 20
 
20.0%

Length

2023-12-10T21:29:09.702855image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:29:09.859679image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
01.남성 57
57.0%
03.기업 23
23.0%
02.여성 20
 
20.0%

연령대구분
Categorical

Distinct6
Distinct (%)6.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
30대
29 
기타
23 
40대
18 
20대
17 
50대
8 

Length

Max length5
Median length3
Mean length2.87
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row기타
2nd row30대
3rd row30대
4th row30대
5th row40대

Common Values

ValueCountFrequency (%)
30대 29
29.0%
기타 23
23.0%
40대 18
18.0%
20대 17
17.0%
50대 8
 
8.0%
60대이상 5
 
5.0%

Length

2023-12-10T21:29:10.044995image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:29:10.230805image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
30대 29
29.0%
기타 23
23.0%
40대 18
18.0%
20대 17
17.0%
50대 8
 
8.0%
60대이상 5
 
5.0%

매출합계
Real number (ℝ)

Distinct16
Distinct (%)16.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean184956.59
Minimum12100
Maximum1213000
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T21:29:10.492288image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum12100
5-th percentile12100
Q124650
median78000
Q3129501
95-th percentile1196000
Maximum1213000
Range1200900
Interquartile range (IQR)104851

Descriptive statistics

Standard deviation336691.34
Coefficient of variation (CV)1.8203803
Kurtosis4.5289698
Mean184956.59
Median Absolute Deviation (MAD)51501
Skewness2.4622206
Sum18495659
Variance1.1336106 × 1011
MonotonicityNot monotonic
2023-12-10T21:29:10.843868image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=16)
ValueCountFrequency (%)
129501 19
19.0%
24650 13
13.0%
12100 12
12.0%
78000 11
11.0%
78350 10
10.0%
38170 7
 
7.0%
1196000 6
 
6.0%
71600 5
 
5.0%
15400 4
 
4.0%
805000 4
 
4.0%
Other values (6) 9
9.0%
ValueCountFrequency (%)
12100 12
12.0%
15400 4
 
4.0%
18100 1
 
1.0%
24650 13
13.0%
35000 2
 
2.0%
37500 1
 
1.0%
38170 7
7.0%
71600 5
 
5.0%
78000 11
11.0%
78350 10
10.0%
ValueCountFrequency (%)
1213000 2
 
2.0%
1196000 6
 
6.0%
805000 4
 
4.0%
129501 19
19.0%
98000 2
 
2.0%
97600 1
 
1.0%
78350 10
10.0%
78000 11
11.0%
71600 5
 
5.0%
38170 7
 
7.0%

매출건수
Categorical

Distinct5
Distinct (%)5.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
3
54 
5
27 
6
10 
4
 
5
13
 
4

Length

Max length2
Median length1
Mean length1.04
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row3
2nd row5
3rd row3
4th row4
5th row6

Common Values

ValueCountFrequency (%)
3 54
54.0%
5 27
27.0%
6 10
 
10.0%
4 5
 
5.0%
13 4
 
4.0%

Length

2023-12-10T21:29:11.087397image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:29:11.288570image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
3 54
54.0%
5 27
27.0%
6 10
 
10.0%
4 5
 
5.0%
13 4
 
4.0%

회원수
Categorical

Distinct4
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
3
70 
5
23 
10
 
4
4
 
3

Length

Max length2
Median length1
Mean length1.04
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row3
2nd row5
3rd row3
4th row4
5th row5

Common Values

ValueCountFrequency (%)
3 70
70.0%
5 23
 
23.0%
10 4
 
4.0%
4 3
 
3.0%

Length

2023-12-10T21:29:11.510097image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:29:11.700353image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
3 70
70.0%
5 23
 
23.0%
10 4
 
4.0%
4 3
 
3.0%

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
02019063022030662203066020001IK10262019-02-14 13:36:0417486010980.004025950.01508980.31748532161874101.0027.0221101364201902261103.기업기타12950133
12019063022010562201056010002IK10222019-02-14 13:36:041688705990.002027940.01605990.21688628151893100.6025.4218101369201902161102.여성30대2465055
22019063022020582202058040002IK10122019-02-14 13:36:0515290015970.006022950.01308980.31528917030941800.8025.02191013702019021111402.여성30대3500033
32019063022070582207058020010IK10462019-02-14 13:36:0618484013970.005020960.01208980.31848339166864601.2016.0230101313201902161102.여성30대121300044
42019063022030532203053020007IK10432019-02-14 13:36:0617685015970.006025950.01503990.11768433160884001.3019.32251013882019021141701.남성40대7835065
52019063022070642207064040003IK10422019-02-14 13:36:0717086015970.006023950.01408980.31708629155893501.1020.70491013942019021141701.남성30대1210033
62019063022070692207069010005IK10302019-02-14 13:36:1316488013970.005022950.01308980.31648725048902900.7016.02291013312019021141702.여성50대9760044
72019063022040612204061010001IK10352019-02-14 13:36:1321287505990.002020960.01208980.321287460050903000.6022.12271013082019021212401.남성20대7800033
82019063022030662203066020001IK10262019-02-14 13:36:1417486010980.004025950.01508980.31748532161874101.0027.0222101329201902261103.기업기타12950133
92019063022010562201056010002IK10222019-02-14 13:36:1516587010980.004022950.01305990.21658626048902900.6025.5218101397201902161102.여성30대2465055
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
902019063022030662203066020001IK10462019-02-14 13:37:5518184010980.004023950.01408980.31818337165874501.0017.5227101324201902261103.기업기타12950133
912019063022070552207055020002IK10432019-02-14 13:37:5517685013970.005025950.01503990.11768433158883801.2019.62241013612019021212401.남성40대9800043
922019063022070642207064040003IK10422019-02-14 13:37:5516787015970.006020960.01208980.31678627050903001.1021.20471013702019021141701.남성30대1210033
932019063022030662203066020001IK10262019-02-14 13:37:5619781015970.006023950.01408980.31978048180846001.0027.6223101344201902261103.기업기타12950133
942019063022060562206056040001IK10182019-02-14 13:38:0216388013970.005020960.01208980.31638724045912702.4017.02301013022019021172101.남성50대3817053
952019063022010562201056010002IK10222019-02-14 13:38:031658705990.002027940.01605990.21658626050903000.6025.9218101389201902161102.여성30대2465055
962019063022040652204065020010IK10352019-02-14 13:38:03217765013970.005020960.01208980.3211676562127749300.6022.72261013172019021212402.여성20대1810053
972019063022030662203066020001IK10462019-02-14 13:38:0517785013970.005022950.01308980.31778434159883901.0017.6227101324201902261103.기업기타12950133
982019063022020582202058040003IK10122019-02-14 13:38:0515490010980.004022950.01308980.31548918032931900.8024.92191013542019022111403.기업기타8050001310
992019063022040612204061010001IK10352019-02-14 13:36:04211078013970.005025950.01508980.321107754047902800.6022.02271013692019021212401.남성20대7800033