Overview

Dataset statistics

Number of variables24
Number of observations100
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory20.9 KiB
Average record size in memory214.3 B

Variable types

Numeric17
Categorical7

Alerts

pm2.5 값 has unique valuesUnique
pm10 값 has unique valuesUnique
온도 값 has unique valuesUnique
대기압 값 has unique valuesUnique
의료기관/제약업종 업체수 has 8 (8.0%) zerosZeros

Reproduction

Analysis started2023-12-10 11:25:35.982136
Analysis finished2023-12-10 11:25:36.181777
Duration0.2 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

집계구코드
Real number (ℝ)

Distinct25
Distinct (%)25.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.2010558 × 1012
Minimum2.201054 × 1012
Maximum2.201059 × 1012
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:25:36.249358image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2.201054 × 1012
5-th percentile2.201054 × 1012
Q12.201054 × 1012
median2.201056 × 1012
Q32.201056 × 1012
95-th percentile2.201059 × 1012
Maximum2.201059 × 1012
Range5010100
Interquartile range (IQR)2002499

Descriptive statistics

Standard deviation1855781.7
Coefficient of variation (CV)8.4313253 × 10-7
Kurtosis-0.75006271
Mean2.2010558 × 1012
Median Absolute Deviation (MAD)1979998.5
Skewness0.7258531
Sum2.2010558 × 1014
Variance3.4439258 × 1012
MonotonicityIncreasing
2023-12-10T20:25:36.417105image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=25)
ValueCountFrequency (%)
2201054030001 5
 
5.0%
2201054030004 5
 
5.0%
2201056040001 5
 
5.0%
2201056020001 5
 
5.0%
2201054010001 4
 
4.0%
2201056010101 4
 
4.0%
2201059020101 4
 
4.0%
2201059020002 4
 
4.0%
2201059020001 4
 
4.0%
2201059010002 4
 
4.0%
Other values (15) 56
56.0%
ValueCountFrequency (%)
2201054010001 4
4.0%
2201054020001 4
4.0%
2201054020002 4
4.0%
2201054020003 4
4.0%
2201054030001 5
5.0%
2201054030002 4
4.0%
2201054030003 4
4.0%
2201054030004 5
5.0%
2201054030005 4
4.0%
2201054030006 3
3.0%
ValueCountFrequency (%)
2201059020101 4
4.0%
2201059020002 4
4.0%
2201059020001 4
4.0%
2201059010002 4
4.0%
2201059010001 4
4.0%
2201056040001 5
5.0%
2201056030002 4
4.0%
2201056030001 4
4.0%
2201056020001 5
5.0%
2201056010201 4
4.0%

등록날짜
Categorical

Distinct26
Distinct (%)26.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
2019-01-19
9 
2019-01-05
9 
2019-01-12
9 
2019-01-26
8 
2019-01-13
6 
Other values (21)
59 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique4 ?
Unique (%)4.0%

Sample

1st row2019-01-11
2nd row2019-01-04
3rd row2019-01-18
4th row2019-01-25
5th row2019-01-17

Common Values

ValueCountFrequency (%)
2019-01-19 9
 
9.0%
2019-01-05 9
 
9.0%
2019-01-12 9
 
9.0%
2019-01-26 8
 
8.0%
2019-01-13 6
 
6.0%
2019-01-20 6
 
6.0%
2019-01-27 6
 
6.0%
2019-01-06 6
 
6.0%
2019-01-02 3
 
3.0%
2019-01-09 3
 
3.0%
Other values (16) 35
35.0%

Length

2023-12-10T20:25:36.575752image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
2019-01-19 9
 
9.0%
2019-01-12 9
 
9.0%
2019-01-05 9
 
9.0%
2019-01-26 8
 
8.0%
2019-01-13 6
 
6.0%
2019-01-20 6
 
6.0%
2019-01-27 6
 
6.0%
2019-01-06 6
 
6.0%
2019-01-11 3
 
3.0%
2019-01-04 3
 
3.0%
Other values (16) 35
35.0%

개인기업구분코드
Categorical

Distinct2
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
1
79 
2
21 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
1 79
79.0%
2 21
 
21.0%

Length

2023-12-10T20:25:36.711504image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:25:36.802805image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 79
79.0%
2 21
 
21.0%

승인시간대
Real number (ℝ)

Distinct6
Distinct (%)6.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1195.45
Minimum6
Maximum2124
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:25:36.890440image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum6
5-th percentile580.75
Q11114
median1114
Q31417
95-th percentile1721
Maximum2124
Range2118
Interquartile range (IQR)303

Descriptive statistics

Standard deviation474.84499
Coefficient of variation (CV)0.39721025
Kurtosis0.33820587
Mean1195.45
Median Absolute Deviation (MAD)303
Skewness-0.5771031
Sum119545
Variance225477.77
MonotonicityNot monotonic
2023-12-10T20:25:36.994723image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
1114 30
30.0%
1417 28
28.0%
611 17
17.0%
1721 16
16.0%
6 5
 
5.0%
2124 4
 
4.0%
ValueCountFrequency (%)
6 5
 
5.0%
611 17
17.0%
1114 30
30.0%
1417 28
28.0%
1721 16
16.0%
2124 4
 
4.0%
ValueCountFrequency (%)
2124 4
 
4.0%
1721 16
16.0%
1417 28
28.0%
1114 30
30.0%
611 17
17.0%
6 5
 
5.0%

성별구분
Categorical

Distinct3
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
02.여성
48 
01.남성
31 
03.기업
21 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
02.여성 48
48.0%
01.남성 31
31.0%
03.기업 21
21.0%

Length

2023-12-10T20:25:37.113199image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:25:37.212935image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
02.여성 48
48.0%
01.남성 31
31.0%
03.기업 21
21.0%

연령대구분
Categorical

Distinct4
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
20대
60 
기타
21 
30대
16 
40대
 
3

Length

Max length3
Median length3
Mean length2.79
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
20대 60
60.0%
기타 21
 
21.0%
30대 16
 
16.0%
40대 3
 
3.0%

Length

2023-12-10T20:25:37.338315image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:25:37.463215image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
20대 60
60.0%
기타 21
 
21.0%
30대 16
 
16.0%
40대 3
 
3.0%

매출합계
Real number (ℝ)

Distinct24
Distinct (%)24.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean70079.3
Minimum8400
Maximum274000
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:25:37.578233image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum8400
5-th percentile10500
Q118915
median49200
Q390000
95-th percentile209500
Maximum274000
Range265600
Interquartile range (IQR)71085

Descriptive statistics

Standard deviation68365.356
Coefficient of variation (CV)0.97554279
Kurtosis1.6052241
Mean70079.3
Median Absolute Deviation (MAD)34200
Skewness1.4719317
Sum7007930
Variance4.6738218 × 109
MonotonicityNot monotonic
2023-12-10T20:25:37.716398image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=24)
ValueCountFrequency (%)
14500 8
 
8.0%
129000 5
 
5.0%
23320 5
 
5.0%
64100 5
 
5.0%
15000 5
 
5.0%
60500 4
 
4.0%
10500 4
 
4.0%
23700 4
 
4.0%
19220 4
 
4.0%
274000 4
 
4.0%
Other values (14) 52
52.0%
ValueCountFrequency (%)
8400 4
4.0%
10500 4
4.0%
14500 8
8.0%
15000 5
5.0%
18000 4
4.0%
19220 4
4.0%
22300 1
 
1.0%
23320 5
5.0%
23700 4
4.0%
25190 4
4.0%
ValueCountFrequency (%)
274000 4
4.0%
209500 4
4.0%
190630 3
3.0%
129000 5
5.0%
128000 4
4.0%
122500 4
4.0%
90000 4
4.0%
89000 4
4.0%
68500 4
4.0%
64100 5
5.0%

매출건수
Real number (ℝ)

Distinct8
Distinct (%)8.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.15
Minimum3
Maximum14
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:25:37.827365image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum3
5-th percentile3
Q13
median4
Q35
95-th percentile12
Maximum14
Range11
Interquartile range (IQR)2

Descriptive statistics

Standard deviation3.1022149
Coefficient of variation (CV)0.60237183
Kurtosis1.6396782
Mean5.15
Median Absolute Deviation (MAD)1
Skewness1.6799196
Sum515
Variance9.6237374
MonotonicityNot monotonic
2023-12-10T20:25:37.920554image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
3 40
40.0%
5 21
21.0%
4 20
20.0%
12 4
 
4.0%
11 4
 
4.0%
14 4
 
4.0%
8 4
 
4.0%
10 3
 
3.0%
ValueCountFrequency (%)
3 40
40.0%
4 20
20.0%
5 21
21.0%
8 4
 
4.0%
10 3
 
3.0%
11 4
 
4.0%
12 4
 
4.0%
14 4
 
4.0%
ValueCountFrequency (%)
14 4
 
4.0%
12 4
 
4.0%
11 4
 
4.0%
10 3
 
3.0%
8 4
 
4.0%
5 21
21.0%
4 20
20.0%
3 40
40.0%

회원수
Real number (ℝ)

Distinct7
Distinct (%)7.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.88
Minimum3
Maximum12
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:25:38.021632image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum3
5-th percentile3
Q13
median4
Q35
95-th percentile12
Maximum12
Range9
Interquartile range (IQR)2

Descriptive statistics

Standard deviation2.9517329
Coefficient of variation (CV)0.6048633
Kurtosis1.0402158
Mean4.88
Median Absolute Deviation (MAD)1
Skewness1.5985945
Sum488
Variance8.7127273
MonotonicityNot monotonic
2023-12-10T20:25:38.156517image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
3 49
49.0%
4 21
21.0%
5 11
 
11.0%
12 8
 
8.0%
11 4
 
4.0%
8 4
 
4.0%
10 3
 
3.0%
ValueCountFrequency (%)
3 49
49.0%
4 21
21.0%
5 11
 
11.0%
8 4
 
4.0%
10 3
 
3.0%
11 4
 
4.0%
12 8
 
8.0%
ValueCountFrequency (%)
12 8
 
8.0%
11 4
 
4.0%
10 3
 
3.0%
8 4
 
4.0%
5 11
 
11.0%
4 21
21.0%
3 49
49.0%

의료기관/제약업종 업체수
Real number (ℝ)

ZEROS 

Distinct15
Distinct (%)15.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean17.2
Minimum0
Maximum115
Zeros8
Zeros (%)8.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:25:38.293604image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q13
median6.5
Q314
95-th percentile83.65
Maximum115
Range115
Interquartile range (IQR)11

Descriptive statistics

Standard deviation28.108735
Coefficient of variation (CV)1.6342288
Kurtosis6.0363087
Mean17.2
Median Absolute Deviation (MAD)6
Skewness2.6113483
Sum1720
Variance790.10101
MonotonicityNot monotonic
2023-12-10T20:25:38.775063image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=15)
ValueCountFrequency (%)
3 13
13.0%
14 12
12.0%
13 9
9.0%
5 9
9.0%
2 8
 
8.0%
0 8
 
8.0%
1 8
 
8.0%
115 5
 
5.0%
36 4
 
4.0%
9 4
 
4.0%
Other values (5) 20
20.0%
ValueCountFrequency (%)
0 8
8.0%
1 8
8.0%
2 8
8.0%
3 13
13.0%
5 9
9.0%
6 4
 
4.0%
7 4
 
4.0%
9 4
 
4.0%
13 9
9.0%
14 12
12.0%
ValueCountFrequency (%)
115 5
5.0%
82 4
 
4.0%
36 4
 
4.0%
27 4
 
4.0%
21 4
 
4.0%
14 12
12.0%
13 9
9.0%
9 4
 
4.0%
7 4
 
4.0%
6 4
 
4.0%

아황산가스 값
Real number (ℝ)

Distinct95
Distinct (%)95.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.0039555698
Minimum0.002
Maximum0.00525
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:25:38.911982image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0.002
5-th percentile0.0036046037
Q10.003880182
median0.0039773882
Q30.0040700168
95-th percentile0.0043634286
Maximum0.00525
Range0.00325
Interquartile range (IQR)0.00018983482

Descriptive statistics

Standard deviation0.00036310861
Coefficient of variation (CV)0.091796789
Kurtosis12.197934
Mean0.0039555698
Median Absolute Deviation (MAD)9.4724901 × 10-5
Skewness-2.0101575
Sum0.39555698
Variance1.3184786 × 10-7
MonotonicityNot monotonic
2023-12-10T20:25:39.090712image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.00375 2
 
2.0%
0.0045 2
 
2.0%
0.0036666666666666 2
 
2.0%
0.0040350877192982 2
 
2.0%
0.003906976744186 2
 
2.0%
0.0040596658711217 1
 
1.0%
0.0039669421487603 1
 
1.0%
0.003820895522388 1
 
1.0%
0.0039329896907216 1
 
1.0%
0.0040217391304347 1
 
1.0%
Other values (85) 85
85.0%
ValueCountFrequency (%)
0.002 1
1.0%
0.0025 1
1.0%
0.00275 1
1.0%
0.0034722222222222 1
1.0%
0.003576923076923 1
1.0%
0.0036060606060606 1
1.0%
0.0036666666666666 2
2.0%
0.0036875 1
1.0%
0.0036981132075471 1
1.0%
0.0037105263157894 1
1.0%
ValueCountFrequency (%)
0.0052499999999999 1
1.0%
0.0046666666666666 1
1.0%
0.0045 2
2.0%
0.0044285714285714 1
1.0%
0.00436 1
1.0%
0.0043333333333333 1
1.0%
0.0043181818181818 1
1.0%
0.0043043478260869 1
1.0%
0.0042857142857142 1
1.0%
0.0042555555555555 1
1.0%

이산화질소 값
Real number (ℝ)

Distinct93
Distinct (%)93.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.013948328
Minimum0.012
Maximum0.015125
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:25:39.298975image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0.012
5-th percentile0.013516603
Q10.013820952
median0.013966679
Q30.01406619
95-th percentile0.014335417
Maximum0.015125
Range0.003125
Interquartile range (IQR)0.00024523755

Descriptive statistics

Standard deviation0.0003300279
Coefficient of variation (CV)0.023660749
Kurtosis13.523757
Mean0.013948328
Median Absolute Deviation (MAD)0.00012146617
Skewness-1.4126171
Sum1.3948328
Variance1.0891841 × 10-7
MonotonicityNot monotonic
2023-12-10T20:25:39.502088image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.014 4
 
4.0%
0.0136666666666666 3
 
3.0%
0.0140566037735849 2
 
2.0%
0.0144999999999999 2
 
2.0%
0.0137875894988066 1
 
1.0%
0.0140350877192982 1
 
1.0%
0.014375 1
 
1.0%
0.0141074380165289 1
 
1.0%
0.0139179104477611 1
 
1.0%
0.0139690721649484 1
 
1.0%
Other values (83) 83
83.0%
ValueCountFrequency (%)
0.012 1
 
1.0%
0.0132999999999999 1
 
1.0%
0.013375 1
 
1.0%
0.0134285714285714 1
 
1.0%
0.0134666666666666 1
 
1.0%
0.0135192307692307 1
 
1.0%
0.0135714285714285 1
 
1.0%
0.0136279069767441 1
 
1.0%
0.0136666666666666 3
3.0%
0.0136896551724138 1
 
1.0%
ValueCountFrequency (%)
0.015125 1
1.0%
0.015 1
1.0%
0.0144999999999999 2
2.0%
0.014375 1
1.0%
0.0143333333333333 1
1.0%
0.01428 1
1.0%
0.0142708333333333 1
1.0%
0.0142499999999999 1
1.0%
0.0142173913043478 1
1.0%
0.0142 1
1.0%

일산화탄소 값
Real number (ℝ)

Distinct95
Distinct (%)95.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.22835906
Minimum0.034285714
Maximum0.87111111
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:25:39.668157image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0.034285714
5-th percentile0.084410377
Q10.17927377
median0.22599824
Q30.26520979
95-th percentile0.3
Maximum0.87111111
Range0.8368254
Interquartile range (IQR)0.085936023

Descriptive statistics

Standard deviation0.1163094
Coefficient of variation (CV)0.50932685
Kurtosis14.202693
Mean0.22835906
Median Absolute Deviation (MAD)0.043663856
Skewness2.955409
Sum22.835906
Variance0.013527877
MonotonicityNot monotonic
2023-12-10T20:25:39.824280image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.3 4
 
4.0%
0.25 2
 
2.0%
0.2 2
 
2.0%
0.1887828162291168 1
 
1.0%
0.2017543859649122 1
 
1.0%
0.11875 1
 
1.0%
0.1909090909090911 1
 
1.0%
0.2440298507462687 1
 
1.0%
0.1556701030927839 1
 
1.0%
0.2975155279503111 1
 
1.0%
Other values (85) 85
85.0%
ValueCountFrequency (%)
0.0342857142857142 1
1.0%
0.0483870967741935 1
1.0%
0.0625 1
1.0%
0.0632530120481927 1
1.0%
0.075 1
1.0%
0.0849056603773584 1
1.0%
0.0886792452830188 1
1.0%
0.0944444444444444 1
1.0%
0.1 1
1.0%
0.1026785714285714 1
1.0%
ValueCountFrequency (%)
0.8711111111111105 1
 
1.0%
0.7966666666666666 1
 
1.0%
0.5131578947368421 1
 
1.0%
0.5078947368421048 1
 
1.0%
0.3000000000000001 1
 
1.0%
0.3 4
4.0%
0.2975155279503111 1
 
1.0%
0.2944444444444444 1
 
1.0%
0.2918032786885249 1
 
1.0%
0.2901234567901238 1
 
1.0%

pm2.5 값
Real number (ℝ)

UNIQUE 

Distinct100
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean51.650583
Minimum9.375
Maximum117.20354
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:25:40.001487image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum9.375
5-th percentile18.416197
Q126.340437
median40.660429
Q379.049645
95-th percentile106.29453
Maximum117.20354
Range107.82854
Interquartile range (IQR)52.709208

Descriptive statistics

Standard deviation29.665102
Coefficient of variation (CV)0.57434205
Kurtosis-0.95611704
Mean51.650583
Median Absolute Deviation (MAD)19.367672
Skewness0.60768074
Sum5165.0583
Variance880.01826
MonotonicityNot monotonic
2023-12-10T20:25:40.207623image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
70.6842105263158 1
 
1.0%
16.693089430894307 1
 
1.0%
80.43333333333334 1
 
1.0%
85.62121212121212 1
 
1.0%
24.14754098360656 1
 
1.0%
92.39556962025316 1
 
1.0%
33.791666666666664 1
 
1.0%
45.17777777777778 1
 
1.0%
73.01136363636364 1
 
1.0%
29.964285714285715 1
 
1.0%
Other values (90) 90
90.0%
ValueCountFrequency (%)
9.375 1
1.0%
15.523255813953488 1
1.0%
16.693089430894307 1
1.0%
17.0 1
1.0%
18.295774647887324 1
1.0%
18.422535211267604 1
1.0%
18.952076677316292 1
1.0%
19.769797421731123 1
1.0%
20.25409836065574 1
1.0%
20.47058823529412 1
1.0%
ValueCountFrequency (%)
117.20353982300884 1
1.0%
115.82352941176472 1
1.0%
112.60897435897436 1
1.0%
111.44186046511628 1
1.0%
106.46212121212122 1
1.0%
106.28571428571428 1
1.0%
101.66666666666669 1
1.0%
99.0 1
1.0%
98.06949806949808 1
1.0%
97.85714285714286 1
1.0%

pm10 값
Real number (ℝ)

UNIQUE 

Distinct100
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean60.55308
Minimum13.75
Maximum143.29412
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:25:40.382445image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum13.75
5-th percentile22.193561
Q131.641722
median47.017193
Q391.690857
95-th percentile123.29252
Maximum143.29412
Range129.54412
Interquartile range (IQR)60.049135

Descriptive statistics

Standard deviation34.810843
Coefficient of variation (CV)0.57488146
Kurtosis-0.75117202
Mean60.55308
Median Absolute Deviation (MAD)20.746768
Skewness0.68429356
Sum6055.308
Variance1211.7948
MonotonicityNot monotonic
2023-12-10T20:25:40.580297image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
83.60047846889952 1
 
1.0%
20.536585365853657 1
 
1.0%
86.0 1
 
1.0%
98.82575757575758 1
 
1.0%
30.33879781420765 1
 
1.0%
113.98083067092652 1
 
1.0%
38.208333333333336 1
 
1.0%
55.422222222222224 1
 
1.0%
85.05681818181819 1
 
1.0%
35.75 1
 
1.0%
Other values (90) 90
90.0%
ValueCountFrequency (%)
13.75 1
1.0%
17.0 1
1.0%
19.03488372093023 1
1.0%
20.536585365853657 1
1.0%
21.857142857142858 1
1.0%
22.211267605633804 1
1.0%
22.463258785942493 1
1.0%
23.104972375690608 1
1.0%
23.205882352941178 1
1.0%
24.885245901639344 1
1.0%
ValueCountFrequency (%)
143.2941176470588 1
1.0%
140.06194690265488 1
1.0%
135.64102564102564 1
1.0%
131.67441860465115 1
1.0%
130.49242424242425 1
1.0%
122.91358024691358 1
1.0%
121.02135922330098 1
1.0%
119.3529411764706 1
1.0%
116.20588235294116 1
1.0%
115.71428571428572 1
1.0%

휘발성유기화합물 값
Real number (ℝ)

Distinct99
Distinct (%)99.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.3075228
Minimum0.6
Maximum12.531111
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:25:40.796656image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0.6
5-th percentile0.64793333
Q10.83363636
median1.0458333
Q31.3104938
95-th percentile1.9246119
Maximum12.531111
Range11.931111
Interquartile range (IQR)0.47685746

Descriptive statistics

Standard deviation1.469163
Coefficient of variation (CV)1.1236232
Kurtosis43.955221
Mean1.3075228
Median Absolute Deviation (MAD)0.24383698
Skewness6.4024141
Sum130.75228
Variance2.1584398
MonotonicityNot monotonic
2023-12-10T20:25:40.968660image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.7 2
 
2.0%
0.7481707317073157 1
 
1.0%
1.0628099173553698 1
 
1.0%
1.052238805970147 1
 
1.0%
1.9087628865979476 1
 
1.0%
1.6276397515528025 1
 
1.0%
1.4062499999999998 1
 
1.0%
1.377777777777778 1
 
1.0%
1.4077777777777771 1
 
1.0%
1.429824561403507 1
 
1.0%
Other values (89) 89
89.0%
ValueCountFrequency (%)
0.6 1
1.0%
0.6249999999999999 1
1.0%
0.6347826086956518 1
1.0%
0.640909090909092 1
1.0%
0.6466666666666672 1
1.0%
0.6479999999999998 1
1.0%
0.6736111111111112 1
1.0%
0.6805555555555555 1
1.0%
0.6999999999999998 1
1.0%
0.7 2
2.0%
ValueCountFrequency (%)
12.531111111111125 1
1.0%
9.51333333333334 1
1.0%
3.29078947368422 1
1.0%
2.359770114942527 1
1.0%
2.225742574257426 1
1.0%
1.9087628865979476 1
1.0%
1.811070110701109 1
1.0%
1.6765957446808497 1
1.0%
1.6413793103448309 1
1.0%
1.6276397515528025 1
1.0%

온도 값
Real number (ℝ)

UNIQUE 

Distinct100
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean12.843861
Minimum6.0304348
Maximum29.1
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:25:41.096918image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum6.0304348
5-th percentile8.0846875
Q110.680299
median12.707982
Q314.175792
95-th percentile18.456732
Maximum29.1
Range23.069565
Interquartile range (IQR)3.4954936

Descriptive statistics

Standard deviation3.2786691
Coefficient of variation (CV)0.25527131
Kurtosis5.381147
Mean12.843861
Median Absolute Deviation (MAD)1.6407809
Skewness1.3835603
Sum1284.3861
Variance10.749671
MonotonicityNot monotonic
2023-12-10T20:25:41.223187image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
13.058711217183768 1
 
1.0%
8.826219512195127 1
 
1.0%
12.352066115702485 1
 
1.0%
15.741791044776129 1
 
1.0%
8.774226804123723 1
 
1.0%
14.43695652173907 1
 
1.0%
14.722916666666665 1
 
1.0%
13.073333333333332 1
 
1.0%
14.726666666666665 1
 
1.0%
14.143859649122811 1
 
1.0%
Other values (90) 90
90.0%
ValueCountFrequency (%)
6.030434782608697 1
1.0%
6.749038461538467 1
1.0%
7.707142857142859 1
1.0%
7.769642857142855 1
1.0%
7.793749999999999 1
1.0%
8.1 1
1.0%
8.7 1
1.0%
8.734653465346529 1
1.0%
8.774226804123723 1
1.0%
8.826219512195127 1
1.0%
ValueCountFrequency (%)
29.1 1
1.0%
20.714843750000018 1
1.0%
20.02857142857143 1
1.0%
19.40851063829787 1
1.0%
18.962068965517247 1
1.0%
18.43013530135299 1
1.0%
18.428693528693508 1
1.0%
16.86609848484853 1
1.0%
16.860344827586218 1
1.0%
16.52708333333333 1
1.0%

습도 값
Real number (ℝ)

Distinct99
Distinct (%)99.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean27.142444
Minimum7
Maximum57.333333
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:25:41.347661image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum7
5-th percentile15.83025
Q119
median24.052448
Q331.070988
95-th percentile53.091034
Maximum57.333333
Range50.333333
Interquartile range (IQR)12.070988

Descriptive statistics

Standard deviation11.172494
Coefficient of variation (CV)0.41162448
Kurtosis0.7914216
Mean27.142444
Median Absolute Deviation (MAD)5.530518
Skewness1.206366
Sum2714.2444
Variance124.82463
MonotonicityNot monotonic
2023-12-10T20:25:41.507784image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
19.0 2
 
2.0%
36.34128878281623 1
 
1.0%
24.14837398373984 1
 
1.0%
22.206611570247933 1
 
1.0%
29.08208955223881 1
 
1.0%
18.24742268041237 1
 
1.0%
52.50621118012423 1
 
1.0%
23.479166666666668 1
 
1.0%
29.75555555555556 1
 
1.0%
32.077777777777776 1
 
1.0%
Other values (89) 89
89.0%
ValueCountFrequency (%)
7.0 1
1.0%
12.69718309859155 1
1.0%
13.5859375 1
1.0%
14.622699386503069 1
1.0%
15.056603773584904 1
1.0%
15.870967741935484 1
1.0%
15.901535682023487 1
1.0%
15.964285714285714 1
1.0%
16.333333333333332 1
1.0%
17.194444444444443 1
1.0%
ValueCountFrequency (%)
57.333333333333336 1
1.0%
55.02777777777778 1
1.0%
54.49561403508772 1
1.0%
53.68421052631579 1
1.0%
53.43043478260869 1
1.0%
53.073170731707314 1
1.0%
52.50621118012423 1
1.0%
52.355555555555554 1
1.0%
51.22222222222222 1
1.0%
48.5 1
1.0%

대기압 값
Real number (ℝ)

UNIQUE 

Distinct100
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean101350.24
Minimum101336.5
Maximum101367.25
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:25:41.658632image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum101336.5
5-th percentile101344.24
Q1101348.34
median101350.07
Q3101351.85
95-th percentile101357.56
Maximum101367.25
Range30.75
Interquartile range (IQR)3.5144

Descriptive statistics

Standard deviation4.3634544
Coefficient of variation (CV)4.3053221 × 10-5
Kurtosis3.6205481
Mean101350.24
Median Absolute Deviation (MAD)1.7611
Skewness0.3349051
Sum10135024
Variance19.039734
MonotonicityNot monotonic
2023-12-10T20:25:41.801672image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
101347.9069 1
 
1.0%
101350.4228 1
 
1.0%
101351.4793 1
 
1.0%
101352.8582 1
 
1.0%
101348.0309 1
 
1.0%
101349.9193 1
 
1.0%
101350.7083 1
 
1.0%
101356.5111 1
 
1.0%
101347.9444 1
 
1.0%
101350.3509 1
 
1.0%
Other values (90) 90
90.0%
ValueCountFrequency (%)
101336.5 1
1.0%
101337.5385 1
1.0%
101338.3043 1
1.0%
101343.4681 1
1.0%
101343.52 1
1.0%
101344.2778 1
1.0%
101344.9205 1
1.0%
101345.9615 1
1.0%
101346.0761 1
1.0%
101346.125 1
1.0%
ValueCountFrequency (%)
101367.25 1
1.0%
101362.6667 1
1.0%
101359.4 1
1.0%
101359.3333 1
1.0%
101358.6875 1
1.0%
101357.5 1
1.0%
101356.5455 1
1.0%
101356.5111 1
1.0%
101356.1515 1
1.0%
101355.8571 1
1.0%

초미세먼지 지수
Real number (ℝ)

Distinct7
Distinct (%)7.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.83
Minimum2
Maximum8
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:25:41.924981image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2
5-th percentile3
Q14.75
median6
Q38
95-th percentile8
Maximum8
Range6
Interquartile range (IQR)3.25

Descriptive statistics

Standard deviation1.7698656
Coefficient of variation (CV)0.30357901
Kurtosis-1.1242818
Mean5.83
Median Absolute Deviation (MAD)2
Skewness-0.21631865
Sum583
Variance3.1324242
MonotonicityNot monotonic
2023-12-10T20:25:42.037121image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
8 27
27.0%
5 22
22.0%
7 14
14.0%
4 14
14.0%
6 12
12.0%
3 9
 
9.0%
2 2
 
2.0%
ValueCountFrequency (%)
2 2
 
2.0%
3 9
 
9.0%
4 14
14.0%
5 22
22.0%
6 12
12.0%
7 14
14.0%
8 27
27.0%
ValueCountFrequency (%)
8 27
27.0%
7 14
14.0%
6 12
12.0%
5 22
22.0%
4 14
14.0%
3 9
 
9.0%
2 2
 
2.0%

미세먼지 지수
Real number (ℝ)

Distinct7
Distinct (%)7.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.28
Minimum1
Maximum7
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T20:25:42.160475image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile2
Q13
median4
Q36
95-th percentile7
Maximum7
Range6
Interquartile range (IQR)3

Descriptive statistics

Standard deviation1.8095147
Coefficient of variation (CV)0.42278381
Kurtosis-1.4124287
Mean4.28
Median Absolute Deviation (MAD)2
Skewness0.093087332
Sum428
Variance3.2743434
MonotonicityNot monotonic
2023-12-10T20:25:42.261171image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
3 22
22.0%
2 21
21.0%
6 19
19.0%
5 15
15.0%
7 14
14.0%
4 8
 
8.0%
1 1
 
1.0%
ValueCountFrequency (%)
1 1
 
1.0%
2 21
21.0%
3 22
22.0%
4 8
 
8.0%
5 15
15.0%
6 19
19.0%
7 14
14.0%
ValueCountFrequency (%)
7 14
14.0%
6 19
19.0%
5 15
15.0%
4 8
 
8.0%
3 22
22.0%
2 21
21.0%
1 1
 
1.0%

매출합계 지수
Categorical

Distinct4
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
2
47 
3
25 
4
24 
1
 
4

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row3
2nd row3
3rd row3
4th row3
5th row1

Common Values

ValueCountFrequency (%)
2 47
47.0%
3 25
25.0%
4 24
24.0%
1 4
 
4.0%

Length

2023-12-10T20:25:42.388400image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:25:42.500282image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2 47
47.0%
3 25
25.0%
4 24
24.0%
1 4
 
4.0%

매출건수 지수
Categorical

Distinct2
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
1
60 
2
40 

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 60
60.0%
2 40
40.0%

Length

2023-12-10T20:25:42.612901image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:25:42.709746image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 60
60.0%
2 40
40.0%

통합 인덱스
Categorical

Distinct4
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
4
31 
3
29 
5
27 
2
13 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row4
2nd row4
3rd row4
4th row4
5th row2

Common Values

ValueCountFrequency (%)
4 31
31.0%
3 29
29.0%
5 27
27.0%
2 13
13.0%

Length

2023-12-10T20:25:42.863637image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:25:42.963202image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
4 31
31.0%
3 29
29.0%
5 27
27.0%
2 13
13.0%

Sample

집계구코드등록날짜개인기업구분코드승인시간대성별구분연령대구분매출합계매출건수회원수의료기관/제약업종 업체수아황산가스 값이산화질소 값일산화탄소 값pm2.5 값pm10 값휘발성유기화합물 값온도 값습도 값대기압 값초미세먼지 지수미세먼지 지수매출합계 지수매출건수 지수통합 인덱스
022010540100012019-01-112172103.기업기타6050044360.004060.0137880.18878370.68421183.6004781.09236313.05871136.341289101347.906976314
122010540100012019-01-042172103.기업기타6050044360.003990.0139290.22467940.21290345.6838711.1628216.74903833.073718101347.554564314
222010540100012019-01-182172103.기업기타6050044360.0039880.013980.26958348.05050557.1171721.2876749.44234634.538767101349.626265314
322010540100012019-01-252172103.기업기타6050044360.0040590.0140480.26974241.62977149.0496181.8110710.34095921.191882101348.896764314
422010540200012019-01-171141702.여성20대84003390.0039430.0141430.03428620.47058823.2058820.829.96571427.085714101348.428632112
522010540200012019-01-031141702.여성20대84003390.00450.01450.330.038.00.68.719.0101346.553113
622010540200012019-01-101141702.여성20대84003390.0035770.0137690.26538536.15384642.8461541.03846211.22307727.730769101337.538554113
722010540200012019-01-241141702.여성20대84003390.0020.0120.128.034.01.329.17.0101350.053113
822010540200022019-01-26161101.남성30대1450033140.0037330.0134670.79666725.23333331.39.5133339.61333318.033333101354.466743213
922010540200022019-01-19161101.남성30대1450033140.0039150.013840.26063887.51063897.3297871.67659619.40851123.223404101349.542686214
집계구코드등록날짜개인기업구분코드승인시간대성별구분연령대구분매출합계매출건수회원수의료기관/제약업종 업체수아황산가스 값이산화질소 값일산화탄소 값pm2.5 값pm10 값휘발성유기화합물 값온도 값습도 값대기압 값초미세먼지 지수미세먼지 지수매출합계 지수매출건수 지수통합 인덱스
9022010590200012019-01-132111403.기업기타1450033820.0039130.0139950.27287298.069498121.0213591.42783714.72056736.537234101350.051487215
9122010590200012019-01-062111403.기업기타1450033820.0039110.0139480.19877318.95207722.4632590.96472414.10214714.622699101350.41132212
9222010590200022019-01-271111402.여성20대1922033140.0040180.0140360.23571432.86274539.6078431.5464297.76964324.946429101351.517953213
9322010590200022019-01-061111402.여성20대1922033140.0039080.0138170.18028218.29577522.2112680.84084516.12957712.697183101349.288732212
9422010590200022019-01-131111402.여성20대1922033140.0039330.014190.253374106.462121130.4924241.11533712.88957142.116564101349.63887215
9522010590200022019-01-201111402.여성20대1922033140.0041460.0141350.19775329.54285733.4285710.77921313.49775321.516854101348.932653213
9622010590201012019-01-191111401.남성30대237003320.0040120.0139260.29012383.41558493.6233771.34197514.01728431.283951101346.493886214
9722010590201012019-01-261111401.남성30대237003320.0040790.013970.23762425.9232.032.2257438.73465319.554455101352.118843213
9822010590201012019-01-121111401.남성30대237003320.0040.01380.871111111.44186131.67441912.53111113.22222252.355556101348.311187215
9922010590201012019-01-051111401.남성30대237003320.0039670.0138040.13152265.78160978.5172410.77510.65869623.956522101346.076176214