Overview

Dataset statistics

Number of variables37
Number of observations100
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory32.3 KiB
Average record size in memory330.3 B

Variable types

Numeric15
Categorical21
DateTime1

Alerts

게이트웨이ID has constant value ""Constant
아황산가스 인덱스 has constant value ""Constant
이산화질소 인덱스 has constant value ""Constant
노드ID is highly imbalanced (56.4%)Imbalance
일산화탄소 인덱스 is highly imbalanced (91.9%)Imbalance
휘발성유기화합물 인덱스 is highly imbalanced (86.0%)Imbalance
PRIMARY KEY has unique valuesUnique
등록시간 has unique valuesUnique
pm2.5 CAI 지수 has 3 (3.0%) zerosZeros
pm2.5 값 has 3 (3.0%) zerosZeros
pm10 CAI 지수 has 3 (3.0%) zerosZeros
pm10 값 has 3 (3.0%) zerosZeros

Reproduction

Analysis started2023-12-10 11:58:52.812681
Analysis finished2023-12-10 11:58:53.209801
Duration0.4 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

PRIMARY KEY
Real number (ℝ)

UNIQUE 

Distinct100
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean61571607
Minimum60307011
Maximum62866002
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:58:53.302065image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum60307011
5-th percentile60307018
Q161286958
median61478858
Q362534773
95-th percentile62833822
Maximum62866002
Range2558991
Interquartile range (IQR)1247815.5

Descriptive statistics

Standard deviation842133.35
Coefficient of variation (CV)0.0136773
Kurtosis-1.0805872
Mean61571607
Median Absolute Deviation (MAD)1055906.5
Skewness-0.084382967
Sum6.1571607 × 109
Variance7.0918858 × 1011
MonotonicityStrictly increasing
2023-12-10T20:58:53.480020image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
60307011 1
 
1.0%
61753921 1
 
1.0%
62534770 1
 
1.0%
62534767 1
 
1.0%
62534766 1
 
1.0%
62534765 1
 
1.0%
62534764 1
 
1.0%
62534763 1
 
1.0%
61813298 1
 
1.0%
61813297 1
 
1.0%
Other values (90) 90
90.0%
ValueCountFrequency (%)
60307011 1
1.0%
60307012 1
1.0%
60307013 1
1.0%
60307014 1
1.0%
60307015 1
1.0%
60307018 1
1.0%
60307029 1
1.0%
60307040 1
1.0%
60307051 1
1.0%
60307062 1
1.0%
ValueCountFrequency (%)
62866002 1
1.0%
62866001 1
1.0%
62866000 1
1.0%
62865999 1
1.0%
62865998 1
1.0%
62832129 1
1.0%
62769109 1
1.0%
62769108 1
1.0%
62651694 1
1.0%
62597945 1
1.0%

게이트웨이ID
Categorical

CONSTANT 

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

Length

Max length6
Median length6
Mean length6
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
SERVER 100
100.0%

Length

2023-12-10T20:58:53.634415image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:58:53.744030image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
server 100
100.0%

노드ID
Categorical

IMBALANCE 

Distinct2
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
IK1012
91 
IK1032
 
9

Length

Max length6
Median length6
Mean length6
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowIK1012
2nd rowIK1012
3rd rowIK1012
4th rowIK1012
5th rowIK1012

Common Values

ValueCountFrequency (%)
IK1012 91
91.0%
IK1032 9
 
9.0%

Length

2023-12-10T20:58:53.859238image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:58:53.977672image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
ik1012 91
91.0%
ik1032 9
 
9.0%

등록시간
Date

UNIQUE 

Distinct100
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
Minimum2019-01-01 10:04:46
Maximum2019-01-23 09:09:34
2023-12-10T20:58:54.122018image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T20:58:54.319352image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

통합대기환경지수 인덱스
Categorical

Distinct4
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
1
63 
2
20 
0
10 
3
7 

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 63
63.0%
2 20
 
20.0%
0 10
 
10.0%
3 7
 
7.0%

Length

2023-12-10T20:58:54.494755image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:58:54.963517image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 63
63.0%
2 20
 
20.0%
0 10
 
10.0%
3 7
 
7.0%

통합대기환경지수 CAI 지수
Real number (ℝ)

Distinct48
Distinct (%)48.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean110.71
Minimum20
Maximum323
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:58:55.118214image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum20
5-th percentile23
Q167
median76
Q3105.5
95-th percentile267.15
Maximum323
Range303
Interquartile range (IQR)38.5

Descriptive statistics

Standard deviation77.658966
Coefficient of variation (CV)0.70146298
Kurtosis0.39033603
Mean110.71
Median Absolute Deviation (MAD)15
Skewness1.2961133
Sum11071
Variance6030.9151
MonotonicityNot monotonic
2023-12-10T20:58:55.327176image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=48)
ValueCountFrequency (%)
76 6
 
6.0%
61 6
 
6.0%
74 5
 
5.0%
73 5
 
5.0%
67 4
 
4.0%
23 4
 
4.0%
227 4
 
4.0%
90 3
 
3.0%
100 3
 
3.0%
71 3
 
3.0%
Other values (38) 57
57.0%
ValueCountFrequency (%)
20 2
 
2.0%
23 4
4.0%
27 1
 
1.0%
37 2
 
2.0%
43 1
 
1.0%
54 1
 
1.0%
60 1
 
1.0%
61 6
6.0%
63 1
 
1.0%
64 3
3.0%
ValueCountFrequency (%)
323 1
1.0%
312 1
1.0%
305 1
1.0%
294 1
1.0%
270 1
1.0%
267 1
1.0%
251 1
1.0%
248 1
1.0%
245 1
1.0%
242 2
2.0%

통합대기환경지수 CAI 백분율 값
Real number (ℝ)

Distinct29
Distinct (%)29.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean78.25
Minimum36
Maximum96
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:58:55.496559image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum36
5-th percentile46.95
Q179.5
median85
Q387
95-th percentile96
Maximum96
Range60
Interquartile range (IQR)7.5

Descriptive statistics

Standard deviation15.550098
Coefficient of variation (CV)0.1987233
Kurtosis0.37959322
Mean78.25
Median Absolute Deviation (MAD)3
Skewness-1.2929996
Sum7825
Variance241.80556
MonotonicityNot monotonic
2023-12-10T20:58:55.665112image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=29)
ValueCountFrequency (%)
86 14
14.0%
88 11
11.0%
85 10
 
10.0%
87 9
 
9.0%
82 7
 
7.0%
96 6
 
6.0%
80 5
 
5.0%
55 4
 
4.0%
84 4
 
4.0%
81 4
 
4.0%
Other values (19) 26
26.0%
ValueCountFrequency (%)
36 1
 
1.0%
38 1
 
1.0%
39 1
 
1.0%
42 1
 
1.0%
46 1
 
1.0%
47 1
 
1.0%
50 1
 
1.0%
51 2
2.0%
52 2
2.0%
53 3
3.0%
ValueCountFrequency (%)
96 6
6.0%
95 1
 
1.0%
93 2
 
2.0%
92 1
 
1.0%
90 1
 
1.0%
88 11
11.0%
87 9
9.0%
86 14
14.0%
85 10
10.0%
84 4
 
4.0%

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

2023-12-10T20:58:55.833463image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:58:55.958954image/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
33 
8
23 
5
16 
10
16 
15
12 

Length

Max length2
Median length2
Mean length1.61
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row8
2nd row5
3rd row13
4th row13
5th row10

Common Values

ValueCountFrequency (%)
13 33
33.0%
8 23
23.0%
5 16
16.0%
10 16
16.0%
15 12
 
12.0%

Length

2023-12-10T20:58:56.094985image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:58:56.247421image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
13 33
33.0%
8 23
23.0%
5 16
16.0%
10 16
16.0%
15 12
 
12.0%

아황산가스 CAI 백분율 값
Categorical

Distinct3
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
97
45 
98
39 
99
16 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
97 45
45.0%
98 39
39.0%
99 16
 
16.0%

Length

2023-12-10T20:58:56.438109image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:58:56.561828image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
97 45
45.0%
98 39
39.0%
99 16
 
16.0%

아황산가스 값
Categorical

Distinct5
Distinct (%)5.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
0.005
33 
0.003
23 
0.002
16 
0.004
16 
0.006
12 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0.003
2nd row0.002
3rd row0.005
4th row0.005
5th row0.004

Common Values

ValueCountFrequency (%)
0.005 33
33.0%
0.003 23
23.0%
0.002 16
16.0%
0.004 16
16.0%
0.006 12
 
12.0%

Length

2023-12-10T20:58:56.718080image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:58:56.873813image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0.005 33
33.0%
0.003 23
23.0%
0.002 16
16.0%
0.004 16
16.0%
0.006 12
 
12.0%

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

2023-12-10T20:58:57.048978image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:58:57.171165image/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
38 
20
26 
22
19 
27
13 
25
4 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row23
2nd row20
3rd row27
4th row23
5th row23

Common Values

ValueCountFrequency (%)
23 38
38.0%
20 26
26.0%
22 19
19.0%
27 13
 
13.0%
25 4
 
4.0%

Length

2023-12-10T20:58:57.298717image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:58:57.442265image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
23 38
38.0%
20 26
26.0%
22 19
19.0%
27 13
 
13.0%
25 4
 
4.0%

이산화질소 CAI 백분율 값
Categorical

Distinct3
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
95
61 
96
26 
94
13 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
95 61
61.0%
96 26
26.0%
94 13
 
13.0%

Length

2023-12-10T20:58:57.591138image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:58:57.699395image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
95 61
61.0%
96 26
26.0%
94 13
 
13.0%

이산화질소 값
Categorical

Distinct5
Distinct (%)5.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
0.014
38 
0.012
26 
0.013
19 
0.016
13 
0.015
4 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0.014
2nd row0.012
3rd row0.016
4th row0.014
5th row0.014

Common Values

ValueCountFrequency (%)
0.014 38
38.0%
0.012 26
26.0%
0.013 19
19.0%
0.016 13
 
13.0%
0.015 4
 
4.0%

Length

2023-12-10T20:58:57.830649image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:58:57.967837image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0.014 38
38.0%
0.012 26
26.0%
0.013 19
19.0%
0.016 13
 
13.0%
0.015 4
 
4.0%

일산화탄소 인덱스
Categorical

IMBALANCE 

Distinct2
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
0
99 
1
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)1.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 99
99.0%
1 1
 
1.0%

Length

2023-12-10T20:58:58.162738image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:58:58.273082image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 99
99.0%
1 1
 
1.0%

일산화탄소 CAI 지수
Categorical

Distinct4
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
8
66 
5
32 
64
 
1
0
 
1

Length

Max length2
Median length1
Mean length1.01
Min length1

Unique

Unique2 ?
Unique (%)2.0%

Sample

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

Common Values

ValueCountFrequency (%)
8 66
66.0%
5 32
32.0%
64 1
 
1.0%
0 1
 
1.0%

Length

2023-12-10T20:58:58.402591image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:58:58.523489image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
8 66
66.0%
5 32
32.0%
64 1
 
1.0%
0 1
 
1.0%

일산화탄소 CAI 백분율 값
Categorical

Distinct4
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
98
66 
99
32 
87
 
1
100
 
1

Length

Max length3
Median length2
Mean length2.01
Min length2

Unique

Unique2 ?
Unique (%)2.0%

Sample

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

Common Values

ValueCountFrequency (%)
98 66
66.0%
99 32
32.0%
87 1
 
1.0%
100 1
 
1.0%

Length

2023-12-10T20:58:58.636250image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:58:58.753186image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
98 66
66.0%
99 32
32.0%
87 1
 
1.0%
100 1
 
1.0%

일산화탄소 값
Categorical

Distinct4
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
0.3
66 
0.2
32 
3.9
 
1
0.0
 
1

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique2 ?
Unique (%)2.0%

Sample

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

Common Values

ValueCountFrequency (%)
0.3 66
66.0%
0.2 32
32.0%
3.9 1
 
1.0%
0.0 1
 
1.0%

Length

2023-12-10T20:58:58.999495image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:58:59.131063image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0.3 66
66.0%
0.2 32
32.0%
3.9 1
 
1.0%
0.0 1
 
1.0%

pm2.5 인덱스
Categorical

Distinct4
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
1
63 
2
24 
0
10 
3
 
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 63
63.0%
2 24
 
24.0%
0 10
 
10.0%
3 3
 
3.0%

Length

2023-12-10T20:58:59.297900image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:58:59.442754image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 63
63.0%
2 24
 
24.0%
0 10
 
10.0%
3 3
 
3.0%

pm2.5 CAI 지수
Real number (ℝ)

ZEROS 

Distinct48
Distinct (%)48.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean99.22
Minimum0
Maximum273
Zeros3
Zeros (%)3.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:58:59.593240image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile16.8
Q167
median76
Q3105.5
95-th percentile217.15
Maximum273
Range273
Interquartile range (IQR)38.5

Descriptive statistics

Standard deviation60.196745
Coefficient of variation (CV)0.60669971
Kurtosis0.58565751
Mean99.22
Median Absolute Deviation (MAD)15
Skewness1.0579479
Sum9922
Variance3623.6481
MonotonicityNot monotonic
2023-12-10T20:58:59.791961image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=48)
ValueCountFrequency (%)
76 6
 
6.0%
61 6
 
6.0%
73 5
 
5.0%
74 5
 
5.0%
67 4
 
4.0%
177 4
 
4.0%
68 3
 
3.0%
0 3
 
3.0%
100 3
 
3.0%
90 3
 
3.0%
Other values (38) 58
58.0%
ValueCountFrequency (%)
0 3
3.0%
13 2
 
2.0%
17 2
 
2.0%
37 2
 
2.0%
43 1
 
1.0%
54 1
 
1.0%
60 1
 
1.0%
61 6
6.0%
63 1
 
1.0%
64 3
3.0%
ValueCountFrequency (%)
273 1
1.0%
262 1
1.0%
255 1
1.0%
244 1
1.0%
220 1
1.0%
217 1
1.0%
201 1
1.0%
198 1
1.0%
195 1
1.0%
192 2
2.0%

pm2.5 CAI 백분율 값
Real number (ℝ)

Distinct31
Distinct (%)31.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean79.67
Minimum45
Maximum100
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:59:00.003457image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum45
5-th percentile56
Q178.5
median84
Q386
95-th percentile96.05
Maximum100
Range55
Interquartile range (IQR)7.5

Descriptive statistics

Standard deviation12.093119
Coefficient of variation (CV)0.15179013
Kurtosis0.57535747
Mean79.67
Median Absolute Deviation (MAD)3
Skewness-1.0481413
Sum7967
Variance146.24354
MonotonicityNot monotonic
2023-12-10T20:59:00.179381image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=31)
ValueCountFrequency (%)
85 13
13.0%
84 11
 
11.0%
86 10
 
10.0%
87 10
 
10.0%
80 7
 
7.0%
64 4
 
4.0%
81 4
 
4.0%
83 3
 
3.0%
62 3
 
3.0%
100 3
 
3.0%
Other values (21) 32
32.0%
ValueCountFrequency (%)
45 1
 
1.0%
47 1
 
1.0%
48 1
 
1.0%
51 1
 
1.0%
56 2
2.0%
59 1
 
1.0%
60 2
2.0%
61 2
2.0%
62 3
3.0%
63 1
 
1.0%
ValueCountFrequency (%)
100 3
 
3.0%
97 2
 
2.0%
96 2
 
2.0%
92 2
 
2.0%
91 1
 
1.0%
89 1
 
1.0%
88 1
 
1.0%
87 10
10.0%
86 10
10.0%
85 13
13.0%

pm2.5 값
Real number (ℝ)

ZEROS 

Distinct48
Distinct (%)48.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean43.09
Minimum0
Maximum136
Zeros3
Zeros (%)3.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:59:00.368162image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile4.95
Q127
median33
Q352.5
95-th percentile89.05
Maximum136
Range136
Interquartile range (IQR)25.5

Descriptive statistics

Standard deviation26.863326
Coefficient of variation (CV)0.62342367
Kurtosis0.91803
Mean43.09
Median Absolute Deviation (MAD)10.5
Skewness0.99038287
Sum4309
Variance721.63828
MonotonicityNot monotonic
2023-12-10T20:59:00.563626image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=48)
ValueCountFrequency (%)
33 6
 
6.0%
23 6
 
6.0%
31 5
 
5.0%
32 5
 
5.0%
27 4
 
4.0%
76 4
 
4.0%
28 3
 
3.0%
0 3
 
3.0%
50 3
 
3.0%
43 3
 
3.0%
Other values (38) 58
58.0%
ValueCountFrequency (%)
0 3
3.0%
4 2
 
2.0%
5 2
 
2.0%
11 2
 
2.0%
13 1
 
1.0%
18 1
 
1.0%
22 1
 
1.0%
23 6
6.0%
24 1
 
1.0%
25 3
3.0%
ValueCountFrequency (%)
136 1
1.0%
119 1
1.0%
108 1
1.0%
98 1
1.0%
90 1
1.0%
89 1
1.0%
84 1
1.0%
83 1
1.0%
82 1
1.0%
81 2
2.0%

pm10 인덱스
Categorical

Distinct4
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
1
53 
0
26 
2
19 
3
 
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 53
53.0%
0 26
26.0%
2 19
 
19.0%
3 2
 
2.0%

Length

2023-12-10T20:59:00.750914image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:59:00.895435image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 53
53.0%
0 26
26.0%
2 19
 
19.0%
3 2
 
2.0%

pm10 CAI 지수
Real number (ℝ)

ZEROS 

Distinct55
Distinct (%)55.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean72.18
Minimum0
Maximum260
Zeros3
Zeros (%)3.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:59:01.050188image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile9.9
Q150
median59
Q380.5
95-th percentile138.2
Maximum260
Range260
Interquartile range (IQR)30.5

Descriptive statistics

Standard deviation45.612859
Coefficient of variation (CV)0.6319321
Kurtosis5.0987654
Mean72.18
Median Absolute Deviation (MAD)14.5
Skewness1.7945836
Sum7218
Variance2080.5329
MonotonicityNot monotonic
2023-12-10T20:59:01.233040image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
45 5
 
5.0%
56 4
 
4.0%
57 4
 
4.0%
51 3
 
3.0%
133 3
 
3.0%
105 3
 
3.0%
55 3
 
3.0%
0 3
 
3.0%
58 3
 
3.0%
50 3
 
3.0%
Other values (45) 66
66.0%
ValueCountFrequency (%)
0 3
3.0%
7 1
 
1.0%
8 1
 
1.0%
10 2
2.0%
18 1
 
1.0%
20 1
 
1.0%
25 1
 
1.0%
35 1
 
1.0%
42 2
2.0%
43 3
3.0%
ValueCountFrequency (%)
260 1
 
1.0%
254 1
 
1.0%
228 1
 
1.0%
157 1
 
1.0%
142 1
 
1.0%
138 1
 
1.0%
136 1
 
1.0%
133 3
3.0%
131 1
 
1.0%
129 1
 
1.0%

pm10 CAI 백분율 값
Real number (ℝ)

Distinct29
Distinct (%)29.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean85.17
Minimum47
Maximum100
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:59:01.416912image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum47
5-th percentile71.95
Q183.75
median88
Q390
95-th percentile98
Maximum100
Range53
Interquartile range (IQR)6.25

Descriptive statistics

Standard deviation9.2179612
Coefficient of variation (CV)0.10823014
Kurtosis4.9668263
Mean85.17
Median Absolute Deviation (MAD)3
Skewness-1.7579782
Sum8517
Variance84.970808
MonotonicityNot monotonic
2023-12-10T20:59:01.656637image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=29)
ValueCountFrequency (%)
88 15
15.0%
89 11
 
11.0%
91 10
 
10.0%
84 7
 
7.0%
87 6
 
6.0%
85 5
 
5.0%
90 5
 
5.0%
86 5
 
5.0%
73 4
 
4.0%
98 4
 
4.0%
Other values (19) 28
28.0%
ValueCountFrequency (%)
47 1
 
1.0%
49 1
 
1.0%
54 1
 
1.0%
68 1
 
1.0%
71 1
 
1.0%
72 2
2.0%
73 4
4.0%
74 1
 
1.0%
75 1
 
1.0%
76 1
 
1.0%
ValueCountFrequency (%)
100 3
 
3.0%
98 4
 
4.0%
96 2
 
2.0%
95 1
 
1.0%
93 1
 
1.0%
91 10
10.0%
90 5
 
5.0%
89 11
11.0%
88 15
15.0%
87 6
 
6.0%

pm10 값
Real number (ℝ)

ZEROS 

Distinct55
Distinct (%)55.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean49.75
Minimum0
Maximum168
Zeros3
Zeros (%)3.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:59:01.863245image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile5.95
Q130
median39
Q360.5
95-th percentile98.1
Maximum168
Range168
Interquartile range (IQR)30.5

Descriptive statistics

Standard deviation32.066022
Coefficient of variation (CV)0.64454317
Kurtosis1.9904239
Mean49.75
Median Absolute Deviation (MAD)12.5
Skewness1.2215448
Sum4975
Variance1028.2298
MonotonicityNot monotonic
2023-12-10T20:59:02.058187image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
27 5
 
5.0%
36 4
 
4.0%
37 4
 
4.0%
31 3
 
3.0%
96 3
 
3.0%
83 3
 
3.0%
35 3
 
3.0%
0 3
 
3.0%
38 3
 
3.0%
30 3
 
3.0%
Other values (45) 66
66.0%
ValueCountFrequency (%)
0 3
3.0%
4 1
 
1.0%
5 1
 
1.0%
6 2
2.0%
11 1
 
1.0%
12 1
 
1.0%
15 1
 
1.0%
21 1
 
1.0%
25 2
2.0%
26 3
3.0%
ValueCountFrequency (%)
168 1
 
1.0%
156 1
 
1.0%
140 1
 
1.0%
107 1
 
1.0%
100 1
 
1.0%
98 1
 
1.0%
97 1
 
1.0%
96 3
3.0%
95 1
 
1.0%
94 1
 
1.0%

휘발성유기화합물 인덱스
Categorical

IMBALANCE 

Distinct3
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
0
97 
1
 
2
2
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)1.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 97
97.0%
1 2
 
2.0%
2 1
 
1.0%

Length

2023-12-10T20:59:02.209841image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:59:02.332855image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 97
97.0%
1 2
 
2.0%
2 1
 
1.0%

휘발성유기화합물 값
Real number (ℝ)

Distinct69
Distinct (%)69.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean15.051
Minimum0.6
Maximum67.5
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:59:02.473882image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0.6
5-th percentile0.7
Q11.675
median18.6
Q324.25
95-th percentile36.94
Maximum67.5
Range66.9
Interquartile range (IQR)22.575

Descriptive statistics

Standard deviation14.429757
Coefficient of variation (CV)0.95872412
Kurtosis1.4612782
Mean15.051
Median Absolute Deviation (MAD)15.1
Skewness1.0232939
Sum1505.1
Variance208.21788
MonotonicityNot monotonic
2023-12-10T20:59:02.980928image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1.1 10
 
10.0%
2.5 6
 
6.0%
0.7 5
 
5.0%
0.6 3
 
3.0%
2.6 3
 
3.0%
1.0 2
 
2.0%
24.6 2
 
2.0%
1.4 2
 
2.0%
21.9 2
 
2.0%
2.9 2
 
2.0%
Other values (59) 63
63.0%
ValueCountFrequency (%)
0.6 3
 
3.0%
0.7 5
5.0%
1.0 2
 
2.0%
1.1 10
10.0%
1.3 1
 
1.0%
1.4 2
 
2.0%
1.6 2
 
2.0%
1.7 1
 
1.0%
2.1 1
 
1.0%
2.2 1
 
1.0%
ValueCountFrequency (%)
67.5 1
1.0%
60.7 1
1.0%
58.3 1
1.0%
40.4 1
1.0%
37.7 1
1.0%
36.9 1
1.0%
33.8 1
1.0%
31.8 1
1.0%
31.0 1
1.0%
30.6 1
1.0%

온도 인덱스
Categorical

Distinct4
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
0
67 
1
26 
4
 
5
3
 
2

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 67
67.0%
1 26
 
26.0%
4 5
 
5.0%
3 2
 
2.0%

Length

2023-12-10T20:59:03.161528image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:59:03.298597image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 67
67.0%
1 26
 
26.0%
4 5
 
5.0%
3 2
 
2.0%

온도 값
Real number (ℝ)

Distinct42
Distinct (%)42.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean12.798
Minimum-2.1
Maximum28
Zeros0
Zeros (%)0.0%
Negative2
Negative (%)2.0%
Memory size1.0 KiB
2023-12-10T20:59:03.426520image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-2.1
5-th percentile4
Q17.875
median12.4
Q316.525
95-th percentile27.8
Maximum28
Range30.1
Interquartile range (IQR)8.65

Descriptive statistics

Standard deviation6.6912423
Coefficient of variation (CV)0.522835
Kurtosis0.10940806
Mean12.798
Median Absolute Deviation (MAD)4.45
Skewness0.33440145
Sum1279.8
Variance44.772723
MonotonicityNot monotonic
2023-12-10T20:59:03.603305image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=42)
ValueCountFrequency (%)
12.3 10
 
10.0%
19.0 7
 
7.0%
18.9 5
 
5.0%
12.4 5
 
5.0%
5.1 5
 
5.0%
12.5 4
 
4.0%
7.2 4
 
4.0%
12.2 4
 
4.0%
27.9 3
 
3.0%
8.1 3
 
3.0%
Other values (32) 50
50.0%
ValueCountFrequency (%)
-2.1 1
 
1.0%
-1.0 1
 
1.0%
0.7 1
 
1.0%
0.8 1
 
1.0%
4.0 3
3.0%
4.1 3
3.0%
4.2 1
 
1.0%
5.1 5
5.0%
5.2 3
3.0%
7.1 1
 
1.0%
ValueCountFrequency (%)
28.0 1
 
1.0%
27.9 3
3.0%
27.8 3
3.0%
22.2 1
 
1.0%
19.1 3
3.0%
19.0 7
7.0%
18.9 5
5.0%
18.8 1
 
1.0%
16.9 1
 
1.0%
16.4 2
 
2.0%

습도 인덱스
Categorical

Distinct3
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
0
52 
2
33 
1
15 

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 52
52.0%
2 33
33.0%
1 15
 
15.0%

Length

2023-12-10T20:59:03.785248image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:59:03.935999image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 52
52.0%
2 33
33.0%
1 15
 
15.0%

습도 값
Real number (ℝ)

Distinct25
Distinct (%)25.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean48.26
Minimum19
Maximum86
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:59:04.072511image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum19
5-th percentile19
Q127.5
median47
Q367
95-th percentile84.05
Maximum86
Range67
Interquartile range (IQR)39.5

Descriptive statistics

Standard deviation21.111355
Coefficient of variation (CV)0.43745036
Kurtosis-1.163463
Mean48.26
Median Absolute Deviation (MAD)20
Skewness-0.040349481
Sum4826
Variance445.68929
MonotonicityNot monotonic
2023-12-10T20:59:04.251466image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=25)
ValueCountFrequency (%)
19 23
23.0%
67 13
13.0%
46 11
11.0%
51 7
 
7.0%
66 5
 
5.0%
50 5
 
5.0%
72 5
 
5.0%
85 3
 
3.0%
35 3
 
3.0%
45 3
 
3.0%
Other values (15) 22
22.0%
ValueCountFrequency (%)
19 23
23.0%
23 1
 
1.0%
26 1
 
1.0%
28 1
 
1.0%
30 1
 
1.0%
35 3
 
3.0%
36 2
 
2.0%
41 2
 
2.0%
44 1
 
1.0%
45 3
 
3.0%
ValueCountFrequency (%)
86 2
 
2.0%
85 3
 
3.0%
84 1
 
1.0%
78 2
 
2.0%
77 1
 
1.0%
72 5
 
5.0%
71 2
 
2.0%
67 13
13.0%
66 5
 
5.0%
64 1
 
1.0%

대기압 값
Real number (ℝ)

Distinct65
Distinct (%)65.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean101351.29
Minimum101301
Maximum101399
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:59:04.468048image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum101301
5-th percentile101305.95
Q1101330.75
median101349.5
Q3101374.25
95-th percentile101395.1
Maximum101399
Range98
Interquartile range (IQR)43.5

Descriptive statistics

Standard deviation28.156954
Coefficient of variation (CV)0.00027781544
Kurtosis-1.0965704
Mean101351.29
Median Absolute Deviation (MAD)23
Skewness-0.061364178
Sum10135129
Variance792.81404
MonotonicityNot monotonic
2023-12-10T20:59:04.676931image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
101364 4
 
4.0%
101389 3
 
3.0%
101371 3
 
3.0%
101385 3
 
3.0%
101339 3
 
3.0%
101340 3
 
3.0%
101386 3
 
3.0%
101313 3
 
3.0%
101355 2
 
2.0%
101357 2
 
2.0%
Other values (55) 71
71.0%
ValueCountFrequency (%)
101301 1
 
1.0%
101302 2
2.0%
101303 1
 
1.0%
101305 1
 
1.0%
101306 1
 
1.0%
101307 1
 
1.0%
101308 1
 
1.0%
101310 2
2.0%
101312 1
 
1.0%
101313 3
3.0%
ValueCountFrequency (%)
101399 2
2.0%
101398 2
2.0%
101397 1
 
1.0%
101395 1
 
1.0%
101393 1
 
1.0%
101389 3
3.0%
101388 1
 
1.0%
101387 1
 
1.0%
101386 3
3.0%
101385 3
3.0%

위도 값
Real number (ℝ)

Distinct20
Distinct (%)20.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean35.864065
Minimum35.837625
Maximum35.898918
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:59:04.835499image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum35.837625
5-th percentile35.83776
Q135.84041
median35.873324
Q335.874995
95-th percentile35.898918
Maximum35.898918
Range0.061293
Interquartile range (IQR)0.034585

Descriptive statistics

Standard deviation0.022062261
Coefficient of variation (CV)0.00061516341
Kurtosis-1.2695597
Mean35.864065
Median Absolute Deviation (MAD)0.025594
Skewness0.28065029
Sum3586.4065
Variance0.00048674336
MonotonicityNot monotonic
2023-12-10T20:59:04.987018image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=20)
ValueCountFrequency (%)
35.898918 18
18.0%
35.84041 16
16.0%
35.874995 13
13.0%
35.873552 8
8.0%
35.873324 7
 
7.0%
35.859626 7
 
7.0%
35.83776 5
 
5.0%
35.840143 5
 
5.0%
35.847437 3
 
3.0%
35.8471 3
 
3.0%
Other values (10) 15
15.0%
ValueCountFrequency (%)
35.837625 2
 
2.0%
35.83763 1
 
1.0%
35.83776 5
 
5.0%
35.83927 3
 
3.0%
35.840143 5
 
5.0%
35.840152 1
 
1.0%
35.84041 16
16.0%
35.844306 1
 
1.0%
35.8471 3
 
3.0%
35.847437 3
 
3.0%
ValueCountFrequency (%)
35.898918 18
18.0%
35.893028 1
 
1.0%
35.874995 13
13.0%
35.873552 8
8.0%
35.87351 3
 
3.0%
35.873423 1
 
1.0%
35.873324 7
 
7.0%
35.861664 1
 
1.0%
35.859626 7
 
7.0%
35.848541 1
 
1.0%

경도 값
Real number (ℝ)

Distinct20
Distinct (%)20.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean128.59695
Minimum128.54618
Maximum128.61685
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:59:05.170052image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum128.54618
5-th percentile128.56844
Q1128.59114
median128.59681
Q3128.61184
95-th percentile128.61356
Maximum128.61685
Range0.07067
Interquartile range (IQR)0.020695

Descriptive statistics

Standard deviation0.014335667
Coefficient of variation (CV)0.0001114775
Kurtosis0.83414813
Mean128.59695
Median Absolute Deviation (MAD)0.00567
Skewness-0.83351279
Sum12859.695
Variance0.00020551135
MonotonicityNot monotonic
2023-12-10T20:59:05.337138image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=20)
ValueCountFrequency (%)
128.611835 18
18.0%
128.59681 16
16.0%
128.59114 13
13.0%
128.592509 8
8.0%
128.592487 7
 
7.0%
128.568436 7
 
7.0%
128.613563 5
 
5.0%
128.5983 5
 
5.0%
128.614852 3
 
3.0%
128.613427 3
 
3.0%
Other values (10) 15
15.0%
ValueCountFrequency (%)
128.546179 1
 
1.0%
128.568436 7
7.0%
128.569971 1
 
1.0%
128.570607 3
 
3.0%
128.588553 1
 
1.0%
128.59114 13
13.0%
128.592487 7
7.0%
128.592509 8
8.0%
128.592753 1
 
1.0%
128.592775 3
 
3.0%
ValueCountFrequency (%)
128.616849 1
 
1.0%
128.614852 3
 
3.0%
128.613583 1
 
1.0%
128.613563 5
 
5.0%
128.613504 2
 
2.0%
128.613427 3
 
3.0%
128.611835 18
18.0%
128.5983 5
 
5.0%
128.59681 16
16.0%
128.592916 1
 
1.0%

지역 키 값
Categorical

Distinct10
Distinct (%)10.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
26,24
32 
29,26
18 
23,24
17 
23,26
9 
25,22
8 
Other values (5)
16 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique2 ?
Unique (%)2.0%

Sample

1st row29,26
2nd row29,26
3rd row29,26
4th row29,26
5th row29,26

Common Values

ValueCountFrequency (%)
26,24 32
32.0%
29,26 18
18.0%
23,24 17
17.0%
23,26 9
 
9.0%
25,22 8
 
8.0%
24,26 6
 
6.0%
23,25 5
 
5.0%
23,22 3
 
3.0%
28,24 1
 
1.0%
24,19 1
 
1.0%

Length

2023-12-10T20:59:05.529867image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:59:05.693229image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
26,24 32
32.0%
29,26 18
18.0%
23,24 17
17.0%
23,26 9
 
9.0%
25,22 8
 
8.0%
24,26 6
 
6.0%
23,25 5
 
5.0%
23,22 3
 
3.0%
28,24 1
 
1.0%
24,19 1
 
1.0%

Sample

PRIMARY KEY게이트웨이ID노드ID등록시간통합대기환경지수 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 값위도 값경도 값지역 키 값
060307011SERVERIK10122019-01-01 10:04:461998108980.003023950.01405990.219980491748554028.1012.306610133535.898918128.61183529,26
160307012SERVERIK10122019-01-01 10:04:561738605990.002020960.01208980.317385311598839026.9012.306610138535.898918128.61183529,26
260307013SERVERIK10122019-01-01 10:05:0617685013970.005027940.01608980.317684331628742026.8012.306610139935.898918128.61183529,26
360307014SERVERIK10122019-01-01 10:05:1517685013970.005023950.01408980.317684331568836025.0012.306610136035.898918128.61183529,26
460307015SERVERIK10122019-01-01 10:05:2517685010980.004023950.01408980.317684331558935024.6012.306710131335.898918128.61183529,26
560307018SERVERIK10122019-01-01 10:05:3417186013970.005023950.01408980.317185301538933023.4012.306710133035.898918128.61183529,26
660307029SERVERIK10122019-01-01 10:05:4517186013970.005020960.01208980.317185301588838022.8012.306710132035.898918128.61183529,26
760307040SERVERIK10122019-01-01 10:05:5517186010980.004022950.01308980.317185301558935021.9012.406710135535.898918128.61183529,26
860307051SERVERIK10122019-01-01 10:06:0617486013970.005023950.01408980.317485321568836021.2012.406710133435.898918128.61183529,26
960307062SERVERIK10122019-01-01 10:06:1517486015970.006022950.01308980.317485321558935020.5012.406710139335.898918128.61183529,26
PRIMARY KEY게이트웨이ID노드ID등록시간통합대기환경지수 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 값위도 값경도 값지역 키 값
9062597945SERVERIK10122019-01-05 23:18:511938208980.003023950.01405990.21938145167864702.53-2.105110130235.873423128.59275326,24
9162651694SERVERIK10322019-01-14 03:50:461618808980.003022950.013001000.01618723043912600.617.522610139935.844306128.58855323,24
9262769108SERVERIK10322019-01-17 13:56:120239608980.003023950.01408980.300100000100000.640.704110134935.837625128.61350423,26
9362769109SERVERIK10322019-01-17 13:56:220209605990.002020960.01208980.300100000100000.640.804110138835.837625128.61350423,26
9462832129SERVERIK10322019-01-23 00:15:580239608980.003023950.01405990.200100000100000.73-1.028410137735.83763128.61358323,26
9562865998SERVERIK10322019-01-23 09:08:540239608980.003023950.01405990.20139740798401.417.228610134235.83776128.61356323,26
9662865999SERVERIK10322019-01-23 09:09:040209605990.002020960.01208980.30179650898501.417.128510136435.83776128.61356323,26
9762866000SERVERIK10322019-01-23 09:09:1302795013970.005027940.01608980.301796501098601.617.228510137635.83776128.61356323,26
9862866001SERVERIK10322019-01-23 09:09:2402396013970.005023950.01408980.301397401098601.617.228510132835.83776128.61356323,26
9962866002SERVERIK10322019-01-23 09:09:3403793010980.004023950.01408980.30379211018961101.717.228610133135.83776128.61356323,26