gimi9 Pandas Profiling

Dataset statistics

Number of variables	24
Number of observations	100
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	20.9 KiB
Average record size in memory	214.3 B

Variable types

Numeric	17
Categorical	7

Dataset

Description	샘플 데이터
Author	아이렉스넷
URL	https://www.bigdata-environment.kr/user/data_market/detail.do?id=c33b13d0-3604-11eb-8f5c-6d1203328c19

Alerts

`pm2.5 값` has unique values	Unique
`pm10 값` has unique values	Unique
`온도 값` has unique values	Unique
`습도 값` has unique values	Unique
`의료기관/제약업종 업체수` has 9 (9.0%) zeros	Zeros

Reproduction

Analysis started	2023-12-10 11:25:20.980681
Analysis finished	2023-12-10 11:25:21.158663
Duration	0.18 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

집계구코드
Real number (ℝ)

Distinct	25
Distinct (%)	25.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.2010557 × 10¹²

Minimum	2.201054 × 10¹²
Maximum	2.201059 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	2.201054 × 10¹²
5-th percentile	2.201054 × 10¹²
Q1	2.201054 × 10¹²
median	2.201056 × 10¹²
Q3	2.201056 × 10¹²
95-th percentile	2.201059 × 10¹²
Maximum	2.201059 × 10¹²
Range	5010001
Interquartile range (IQR)	2000000

Descriptive statistics

Standard deviation	1773931.2
Coefficient of variation (CV)	8.0594561 × 10^-7
Kurtosis	-0.44635265
Mean	2.2010557 × 10¹²
Median Absolute Deviation (MAD)	1979998
Skewness	0.82235274
Sum	2.2010557 × 10¹⁴
Variance	3.1468317 × 10¹²
Monotonicity	Increasing

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
2201054020001	5	5.0%
2201054020003	5	5.0%
2201059020001	5	5.0%
2201056040001	5	5.0%
2201056030002	5	5.0%
2201056030001	5	5.0%
2201054010001	4	4.0%
2201059020002	4	4.0%
2201059010002	4	4.0%
2201059010001	4	4.0%
Other values (15)	54	54.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2201054010001	4	4.0%
2201054020001	5	5.0%
2201054020002	4	4.0%
2201054020003	5	5.0%
2201054030001	4	4.0%
2201054030002	4	4.0%
2201054030003	4	4.0%
2201054030004	4	4.0%
2201054030005	2	2.0%
2201054030006	4	4.0%

Value	Count	Frequency (%)
2201059020002	4	4.0%
2201059020001	5	5.0%
2201059010002	4	4.0%
2201059010001	4	4.0%
2201056040001	5	5.0%
2201056030101	1	1.0%
2201056030002	5	5.0%
2201056030001	5	5.0%
2201056020001	4	4.0%
2201056010201	4	4.0%

등록날짜
Categorical

Distinct	30
Distinct (%)	30.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

2019-03-17	5
2019-03-29	5
2019-03-22	5
2019-03-15	5
2019-03-01	5
Other values (25)	75

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Unique

Unique	1 ?
Unique (%)	1.0%

Sample

1st row	2019-03-26
2nd row	2019-03-05
3rd row	2019-03-19
4th row	2019-03-12
5th row	2019-03-08

Common Values

Value	Count	Frequency (%)
2019-03-17	5	5.0%
2019-03-29	5	5.0%
2019-03-22	5	5.0%
2019-03-15	5	5.0%
2019-03-01	5	5.0%
2019-03-24	5	5.0%
2019-03-08	5	5.0%
2019-03-21	4	4.0%
2019-03-10	4	4.0%
2019-03-07	4	4.0%
Other values (20)	53	53.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2019-03-17	5	5.0%
2019-03-22	5	5.0%
2019-03-15	5	5.0%
2019-03-01	5	5.0%
2019-03-24	5	5.0%
2019-03-08	5	5.0%
2019-03-29	5	5.0%
2019-03-28	4	4.0%
2019-03-03	4	4.0%
2019-03-14	4	4.0%
Other values (20)	53	53.0%

개인기업구분코드
Categorical

Distinct	2
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

1	83
2	17

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	83	83.0%
2	17	17.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	83	83.0%
2	17	17.0%

승인시간대
Real number (ℝ)

Distinct	6
Distinct (%)	6.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1438.9

Minimum	6
Maximum	2124
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	6
5-th percentile	611
Q1	1341.25
median	1417
Q3	1721
95-th percentile	2124
Maximum	2124
Range	2118
Interquartile range (IQR)	379.75

Descriptive statistics

Standard deviation	531.41647
Coefficient of variation (CV)	0.36932134
Kurtosis	0.5107164
Mean	1438.9
Median Absolute Deviation (MAD)	304
Skewness	-0.93260316
Sum	143890
Variance	282403.46
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1721	31	31.0%
1417	28	28.0%
2124	16	16.0%
611	13	13.0%
1114	8	8.0%
6	4	4.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6	4	4.0%
611	13	13.0%
1114	8	8.0%
1417	28	28.0%
1721	31	31.0%
2124	16	16.0%

Value	Count	Frequency (%)
2124	16	16.0%
1721	31	31.0%
1417	28	28.0%
1114	8	8.0%
611	13	13.0%
6	4	4.0%

성별구분
Categorical

Distinct	3
Distinct (%)	3.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

02.여성	47
01.남성	36
03.기업	17

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	02.여성
2nd row	02.여성
3rd row	02.여성
4th row	02.여성
5th row	03.기업

Common Values

Value	Count	Frequency (%)
02.여성	47	47.0%
01.남성	36	36.0%
03.기업	17	17.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
02.여성	47	47.0%
01.남성	36	36.0%
03.기업	17	17.0%

연령대구분
Categorical

Distinct	6
Distinct (%)	6.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

20대	45
30대	23
기타	17
60대이상	8
50대	4

Length

Max length	5
Median length	3
Mean length	2.99
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	20대
2nd row	20대
3rd row	20대
4th row	20대
5th row	기타

Common Values

Value	Count	Frequency (%)
20대	45	45.0%
30대	23	23.0%
기타	17	17.0%
60대이상	8	8.0%
50대	4	4.0%
40대	3	3.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
20대	45	45.0%
30대	23	23.0%
기타	17	17.0%
60대이상	8	8.0%
50대	4	4.0%
40대	3	3.0%

매출합계
Real number (ℝ)

Distinct	24
Distinct (%)	24.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	84569.7

Minimum	13500
Maximum	1075000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	13500
5-th percentile	15000
Q1	25600
median	34470
Q3	66000
95-th percentile	341390.5
Maximum	1075000
Range	1061500
Interquartile range (IQR)	40400

Descriptive statistics

Standard deviation	146275.91
Coefficient of variation (CV)	1.7296491
Kurtosis	22.191966
Mean	84569.7
Median Absolute Deviation (MAD)	11870
Skewness	4.2001819
Sum	8456970
Variance	2.1396641 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
42000	8	8.0%
27900	5	5.0%
34450	5	5.0%
64840	5	5.0%
25600	5	5.0%
36000	5	5.0%
24000	5	5.0%
482000	4	4.0%
22600	4	4.0%
34470	4	4.0%
Other values (14)	50	50.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
13500	4	4.0%
15000	4	4.0%
16420	4	4.0%
22600	4	4.0%
24000	5	5.0%
24900	3	3.0%
25600	5	5.0%
26500	4	4.0%
27900	5	5.0%
29900	4	4.0%

Value	Count	Frequency (%)
1075000	1	1.0%
482000	4	4.0%
333990	4	4.0%
192000	2	2.0%
144500	4	4.0%
74600	4	4.0%
69500	4	4.0%
66000	4	4.0%
64840	5	5.0%
51850	4	4.0%

매출건수
Real number (ℝ)

Distinct	8
Distinct (%)	8.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.21

Minimum	3
Maximum	14
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	3
5-th percentile	3
Q1	3
median	4
Q3	6
95-th percentile	11
Maximum	14
Range	11
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.7608189
Coefficient of variation (CV)	0.52990767
Kurtosis	2.4948273
Mean	5.21
Median Absolute Deviation (MAD)	1
Skewness	1.6431467
Sum	521
Variance	7.6221212
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
3	37	37.0%
4	18	18.0%
6	13	13.0%
7	12	12.0%
5	8	8.0%
14	4	4.0%
9	4	4.0%
11	4	4.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	37	37.0%
4	18	18.0%
5	8	8.0%
6	13	13.0%
7	12	12.0%
9	4	4.0%
11	4	4.0%
14	4	4.0%

Value	Count	Frequency (%)
14	4	4.0%
11	4	4.0%
9	4	4.0%
7	12	12.0%
6	13	13.0%
5	8	8.0%
4	18	18.0%
3	37	37.0%

회원수
Real number (ℝ)

Distinct	6
Distinct (%)	6.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.59

Minimum	3
Maximum	14
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	3
5-th percentile	3
Q1	3
median	4
Q3	6
95-th percentile	7
Maximum	14
Range	11
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.3659837
Coefficient of variation (CV)	0.51546485
Kurtosis	7.8549891
Mean	4.59
Median Absolute Deviation (MAD)	1
Skewness	2.5631097
Sum	459
Variance	5.5978788
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
3	46	46.0%
6	18	18.0%
4	17	17.0%
5	8	8.0%
7	7	7.0%
14	4	4.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	46	46.0%
4	17	17.0%
5	8	8.0%
6	18	18.0%
7	7	7.0%
14	4	4.0%

Value	Count	Frequency (%)
14	4	4.0%
7	7	7.0%
6	18	18.0%
5	8	8.0%
4	17	17.0%
3	46	46.0%

의료기관/제약업종 업체수
Real number (ℝ)

ZEROS

Distinct	16
Distinct (%)	16.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	17.45

Minimum	0
Maximum	111
Zeros	9
Zeros (%)	9.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	7
Q3	18
95-th percentile	87
Maximum	111
Range	111
Interquartile range (IQR)	16

Descriptive statistics

Standard deviation	27.200852
Coefficient of variation (CV)	1.5587881
Kurtosis	5.2729767
Mean	17.45
Median Absolute Deviation (MAD)	7
Skewness	2.464564
Sum	1745
Variance	739.88636
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
14	17	17.0%
1	11	11.0%
0	9	9.0%
3	8	8.0%
2	6	6.0%
9	5	5.0%
87	5	5.0%
4	5	5.0%
27	5	5.0%
5	5	5.0%
Other values (6)	24	24.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9	9.0%
1	11	11.0%
2	6	6.0%
3	8	8.0%
4	5	5.0%
5	5	5.0%
6	4	4.0%
7	4	4.0%
9	5	5.0%
14	17	17.0%

Value	Count	Frequency (%)
111	4	4.0%
87	5	5.0%
37	4	4.0%
27	5	5.0%
21	4	4.0%
18	4	4.0%
14	17	17.0%
9	5	5.0%
7	4	4.0%
6	4	4.0%

아황산가스 값
Real number (ℝ)

Distinct	93
Distinct (%)	93.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0040571463

Minimum	0.00275
Maximum	0.006
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0.00275
5-th percentile	0.0036239087
Q1	0.0038902263
median	0.004
Q3	0.004137987
95-th percentile	0.0045083333
Maximum	0.006
Range	0.00325
Interquartile range (IQR)	0.00024776073

Descriptive statistics

Standard deviation	0.00043353533
Coefficient of variation (CV)	0.10685721
Kurtosis	9.7230092
Mean	0.0040571463
Median Absolute Deviation (MAD)	0.0001225
Skewness	2.2185024
Sum	0.40571463
Variance	1.8795288 × 10^-7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.004	4	4.0%
0.0045	2	2.0%
0.0039166666666666	2	2.0%
0.00425	2	2.0%
0.006	2	2.0%
0.0039628865979381	1	1.0%
0.0040343347639484	1	1.0%
0.0038901734104046	1	1.0%
0.00402	1	1.0%
0.0041834862385321	1	1.0%
Other values (83)	83	83.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.00275	1	1.0%
0.0031428571428571	1	1.0%
0.0034705882352941	1	1.0%
0.0035	1	1.0%
0.0036031746031746	1	1.0%
0.003625	1	1.0%
0.0036296296296296	1	1.0%
0.0036666666666666	1	1.0%
0.0037058823529411	1	1.0%
0.0037272727272727	1	1.0%

Value	Count	Frequency (%)
0.006	2	2.0%
0.0056666666666666	1	1.0%
0.0053333333333333	1	1.0%
0.0046666666666666	1	1.0%
0.0045	2	2.0%
0.0044473684210526	1	1.0%
0.0043939393939393	1	1.0%
0.00435	1	1.0%
0.0043125	1	1.0%
0.0043090909090909	1	1.0%

이산화질소 값
Real number (ℝ)

Distinct	98
Distinct (%)	98.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.013971393

Minimum	0.013
Maximum	0.015666667
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0.013
5-th percentile	0.013493605
Q1	0.013835668
median	0.013950111
Q3	0.014069802
95-th percentile	0.014427083
Maximum	0.015666667
Range	0.0026666667
Interquartile range (IQR)	0.00023413401

Descriptive statistics

Standard deviation	0.00034353494
Coefficient of variation (CV)	0.024588453
Kurtosis	7.4546972
Mean	0.013971393
Median Absolute Deviation (MAD)	0.00011655521
Skewness	1.475358
Sum	1.3971393
Variance	1.1801625 × 10^-7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0140666666666666	2	2.0%
0.0139999999999999	2	2.0%
0.0139195876288659	1	1.0%
0.013917735042735	1	1.0%
0.0137522935779816	1	1.0%
0.0139166666666666	1	1.0%
0.0138709677419354	1	1.0%
0.0139074074074074	1	1.0%
0.01384375	1	1.0%
0.0138496240601503	1	1.0%
Other values (88)	88	88.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.013	1	1.0%
0.0131944444444444	1	1.0%
0.0133333333333333	1	1.0%
0.0133636363636363	1	1.0%
0.0133720930232558	1	1.0%
0.0134999999999999	1	1.0%
0.0135	1	1.0%
0.0135714285714285	1	1.0%
0.0136	1	1.0%
0.013625	1	1.0%

Value	Count	Frequency (%)
0.0156666666666666	1	1.0%
0.01525	1	1.0%
0.0147142857142857	1	1.0%
0.0146666666666666	1	1.0%
0.0146249999999999	1	1.0%
0.0144166666666666	1	1.0%
0.014375	1	1.0%
0.0143749999999999	1	1.0%
0.0143333333333333	1	1.0%
0.0143235294117647	1	1.0%

일산화탄소 값
Real number (ℝ)

Distinct	94
Distinct (%)	94.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.24780617

Minimum	0
Maximum	2.3238532
Zeros	1
Zeros (%)	1.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.11407368
Q1	0.2
median	0.23477273
Q3	0.26737217
95-th percentile	0.29109375
Maximum	2.3238532
Range	2.3238532
Interquartile range (IQR)	0.067372165

Descriptive statistics

Standard deviation	0.21976618
Coefficient of variation (CV)	0.88684707
Kurtosis	82.45853
Mean	0.24780617
Median Absolute Deviation (MAD)	0.034772727
Skewness	8.6740938
Sum	24.780617
Variance	0.048297172
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.15	3	3.0%
0.2	3	3.0%
0.3	2	2.0%
0.2291666666666666	2	2.0%
0.1470103092783499	1	1.0%
2.323853211009174	1	1.0%
0.1878612716763	1	1.0%
0.188	1	1.0%
0.2412844036697248	1	1.0%
0.1999999999999998	1	1.0%
Other values (84)	84	84.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1	1.0%
0.05	1	1.0%
0.075	1	1.0%
0.1	1	1.0%
0.1020618556701031	1	1.0%
0.1147058823529412	1	1.0%
0.1372881355932203	1	1.0%
0.1470103092783499	1	1.0%
0.1473684210526316	1	1.0%
0.1484848484848485	1	1.0%

Value	Count	Frequency (%)
2.323853211009174	1	1.0%
0.5647999999999997	1	1.0%
0.3151515151515152	1	1.0%
0.3	2	2.0%
0.290625	1	1.0%
0.2880952380952384	1	1.0%
0.2861111111111111	1	1.0%
0.2857142857142857	1	1.0%
0.2846026490066244	1	1.0%
0.2827272727272729	1	1.0%

pm2.5 값
Real number (ℝ)

UNIQUE

Distinct	100
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	40.600523

Minimum	0
Maximum	150.15625
Zeros	1
Zeros (%)	1.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	10.525905
Q1	21.86411
median	34.637249
Q3	53.144242
95-th percentile	96.578016
Maximum	150.15625
Range	150.15625
Interquartile range (IQR)	31.280132

Descriptive statistics

Standard deviation	26.250792
Coefficient of variation (CV)	0.6465629
Kurtosis	2.4778734
Mean	40.600523
Median Absolute Deviation (MAD)	15.776786
Skewness	1.3530058
Sum	4060.0523
Variance	689.10407
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
32.315352697095435	1	1.0%
10.53183023872679	1	1.0%
12.868804664723031	1	1.0%
22.585365853658537	1	1.0%
28.357798165137616	1	1.0%
55.407407407407405	1	1.0%
46.70967741935484	1	1.0%
56.0	1	1.0%
150.15625	1	1.0%
26.08270676691729	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1	1.0%
6.666666666666667	1	1.0%
9.579881656804734	1	1.0%
10.0625	1	1.0%
10.413333333333334	1	1.0%
10.53183023872679	1	1.0%
10.606060606060606	1	1.0%
10.77962577962578	1	1.0%
12.868804664723031	1	1.0%
12.88888888888889	1	1.0%

Value	Count	Frequency (%)
150.15625	1	1.0%
106.48148148148148	1	1.0%
104.21086261980832	1	1.0%
100.15151515151516	1	1.0%
97.20905923344948	1	1.0%
96.54480286738352	1	1.0%
88.26530612244898	1	1.0%
82.92413793103448	1	1.0%
76.89506172839506	1	1.0%
76.85714285714286	1	1.0%

pm10 값
Real number (ℝ)

UNIQUE

Distinct	100
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	46.682665

Minimum	1
Maximum	186.875
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	1
5-th percentile	12.515095
Q1	23.962121
median	39.299172
Q3	59.291375
95-th percentile	112.20218
Maximum	186.875
Range	185.875
Interquartile range (IQR)	35.329254

Descriptive statistics

Standard deviation	31.548213
Coefficient of variation (CV)	0.67580146
Kurtosis	3.4976241
Mean	46.682665
Median Absolute Deviation (MAD)	16.49812
Skewness	1.5937408
Sum	4668.2665
Variance	995.28975
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
40.14107883817427	1	1.0%
12.52185430463576	1	1.0%
14.623906705539358	1	1.0%
25.804878048780488	1	1.0%
31.15596330275229	1	1.0%
63.82716049382716	1	1.0%
53.0	1	1.0%
51.93877551020408	1	1.0%
186.875	1	1.0%
29.112781954887215	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.0	1	1.0%
10.0	1	1.0%
11.674556213017752	1	1.0%
12.3375	1	1.0%
12.386666666666668	1	1.0%
12.52185430463576	1	1.0%
13.305613305613306	1	1.0%
13.333333333333334	1	1.0%
14.623906705539358	1	1.0%
15.2	1	1.0%

Value	Count	Frequency (%)
186.875	1	1.0%
130.35806451612902	1	1.0%
125.62962962962963	1	1.0%
119.82042253521126	1	1.0%
114.54545454545456	1	1.0%
112.078853046595	1	1.0%
105.08163265306122	1	1.0%
94.69753086419752	1	1.0%
94.43448275862067	1	1.0%
92.5813953488372	1	1.0%

휘발성유기화합물 값
Real number (ℝ)

Distinct	97
Distinct (%)	97.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.249262

Minimum	0.6
Maximum	11.508842
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0.6
5-th percentile	0.64217803
Q1	0.76581197
median	0.94143482
Q3	1.2423407
95-th percentile	2.7556154
Maximum	11.508842
Range	10.908842
Interquartile range (IQR)	0.47652872

Descriptive statistics

Standard deviation	1.2127254
Coefficient of variation (CV)	0.97075344
Kurtosis	52.602254
Mean	1.249262
Median Absolute Deviation (MAD)	0.21926694
Skewness	6.5365876
Sum	124.9262
Variance	1.4707028
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.6	4	4.0%
1.0395876288659796	1	1.0%
1.4704069050554809	1	1.0%
0.8600000000000009	1	1.0%
0.7990825688073396	1	1.0%
1.022619047619048	1	1.0%
1.2000000000000004	1	1.0%
2.5499999999999994	1	1.0%
0.978125	1	1.0%
0.7992481203007502	1	1.0%
Other values (87)	87	87.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.6	4	4.0%
0.6375	1	1.0%
0.6424242424242426	1	1.0%
0.6445205479452046	1	1.0%
0.6525423728813563	1	1.0%
0.661904761904762	1	1.0%
0.6666666666666676	1	1.0%
0.6694444444444447	1	1.0%
0.6777777777777777	1	1.0%
0.6860465116279073	1	1.0%

Value	Count	Frequency (%)
11.50884244372993	1	1.0%
4.34556213017752	1	1.0%
3.54	1	1.0%
2.923076923076929	1	1.0%
2.76	1	1.0%
2.755384615384627	1	1.0%
2.5499999999999994	1	1.0%
2.029957805907181	1	1.0%
2.0090909090909084	1	1.0%
1.945833333333332	1	1.0%

온도 값
Real number (ℝ)

UNIQUE

Distinct	100
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	22.096137

Minimum	13.2
Maximum	33.433333
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	13.2
5-th percentile	16.423929
Q1	19.324838
median	21.574277
Q3	24.967877
95-th percentile	29.022295
Maximum	33.433333
Range	20.233333
Interquartile range (IQR)	5.6430393

Descriptive statistics

Standard deviation	4.0572911
Coefficient of variation (CV)	0.18361992
Kurtosis	0.15652193
Mean	22.096137
Median Absolute Deviation (MAD)	2.4889632
Skewness	0.42430952
Sum	2209.6137
Variance	16.461611
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19.647422680412376	1	1.0%
21.601972872996274	1	1.0%
18.57687861271673	1	1.0%
16.901999999999997	1	1.0%
28.81376146788991	1	1.0%
25.64642857142856	1	1.0%
18.69677419354839	1	1.0%
23.377777777777784	1	1.0%
13.99375	1	1.0%
18.51052631578948	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
13.199999999999998	1	1.0%
13.854545454545448	1	1.0%
13.99375	1	1.0%
15.05	1	1.0%
16.20000000000001	1	1.0%
16.435714285714287	1	1.0%
16.736909090909105	1	1.0%
16.844444444444445	1	1.0%
16.901999999999997	1	1.0%
16.906818181818185	1	1.0%

Value	Count	Frequency (%)
33.43333333333333	1	1.0%
32.900000000000006	1	1.0%
30.817467248908283	1	1.0%
30.20000000000001	1	1.0%
29.55	1	1.0%
28.9945205479452	1	1.0%
28.81376146788991	1	1.0%
28.7	1	1.0%
28.27218934911243	1	1.0%
27.70967741935484	1	1.0%

습도 값
Real number (ℝ)

UNIQUE

Distinct	100
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	26.950533

Minimum	8
Maximum	49.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	8
5-th percentile	12.925
Q1	22.944367
median	26.368324
Q3	31.147084
95-th percentile	40.606421
Maximum	49.5
Range	41.5
Interquartile range (IQR)	8.2027169

Descriptive statistics

Standard deviation	7.7625511
Coefficient of variation (CV)	0.28802959
Kurtosis	0.49593931
Mean	26.950533
Median Absolute Deviation (MAD)	4.1238373
Skewness	0.088245566
Sum	2695.0533
Variance	60.2572
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
30.02268041237113	1	1.0%
19.090012330456226	1	1.0%
23.85549132947977	1	1.0%
32.24	1	1.0%
24.568807339449545	1	1.0%
30.77380952380953	1	1.0%
28.967741935483872	1	1.0%
35.27777777777778	1	1.0%
35.875	1	1.0%
31.706766917293237	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8.0	1	1.0%
10.033898305084746	1	1.0%
11.25	1	1.0%
11.333333333333334	1	1.0%
11.5	1	1.0%
13.0	1	1.0%
13.846153846153848	1	1.0%
14.0	1	1.0%
16.0	1	1.0%
16.938864628820962	1	1.0%

Value	Count	Frequency (%)
49.5	1	1.0%
44.91743119266055	1	1.0%
42.84549356223176	1	1.0%
41.39393939393939	1	1.0%
40.96969696969697	1	1.0%
40.58730158730159	1	1.0%
40.20645161290322	1	1.0%
39.0	1	1.0%
38.20331950207469	1	1.0%
37.9	1	1.0%

대기압 값
Real number (ℝ)

Distinct	99
Distinct (%)	99.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	101348.7

Minimum	101331.5
Maximum	101371.25
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	101331.5
5-th percentile	101339.12
Q1	101345.25
median	101348.69
Q3	101351.54
95-th percentile	101358.99
Maximum	101371.25
Range	39.75
Interquartile range (IQR)	6.297225

Descriptive statistics

Standard deviation	6.5288967
Coefficient of variation (CV)	6.4420131 × 10^-5
Kurtosis	2.2904333
Mean	101348.7
Median Absolute Deviation (MAD)	3.01015
Skewness	0.45768639
Sum	10134870
Variance	42.626493
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
101344.0	2	2.0%
101348.6392	1	1.0%
101350.8365	1	1.0%
101346.4566	1	1.0%
101350.7431	1	1.0%
101351.0714	1	1.0%
101337.5484	1	1.0%
101346.1852	1	1.0%
101349.6563	1	1.0%
101345.4812	1	1.0%
Other values (89)	89	89.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
101331.5	1	1.0%
101332.4	1	1.0%
101333.5714	1	1.0%
101336.1111	1	1.0%
101337.5484	1	1.0%
101339.2	1	1.0%
101339.5	1	1.0%
101339.5714	1	1.0%
101341.0	1	1.0%
101341.125	1	1.0%

Value	Count	Frequency (%)
101371.25	1	1.0%
101370.0	1	1.0%
101364.3704	1	1.0%
101362.5	1	1.0%
101360.0	1	1.0%
101358.9375	1	1.0%
101358.2959	1	1.0%
101357.1053	1	1.0%
101357.0545	1	1.0%
101356.6667	1	1.0%

초미세먼지 지수
Real number (ℝ)

Distinct	8
Distinct (%)	8.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.15

Minimum	1
Maximum	8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	4
median	5
Q3	7
95-th percentile	8
Maximum	8
Range	7
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.9507833
Coefficient of variation (CV)	0.37879288
Kurtosis	-0.84961019
Mean	5.15
Median Absolute Deviation (MAD)	2
Skewness	-0.41495521
Sum	515
Variance	3.8055556
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
5	21	21.0%
7	19	19.0%
6	19	19.0%
2	14	14.0%
8	10	10.0%
4	8	8.0%
3	7	7.0%
1	2	2.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	2	2.0%
2	14	14.0%
3	7	7.0%
4	8	8.0%
5	21	21.0%
6	19	19.0%
7	19	19.0%
8	10	10.0%

Value	Count	Frequency (%)
8	10	10.0%
7	19	19.0%
6	19	19.0%
5	21	21.0%
4	8	8.0%
3	7	7.0%
2	14	14.0%
1	2	2.0%

미세먼지 지수
Real number (ℝ)

Distinct	8
Distinct (%)	8.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.59

Minimum	1
Maximum	8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	3
Q3	5
95-th percentile	7
Maximum	8
Range	7
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.7984
Coefficient of variation (CV)	0.50094706
Kurtosis	-0.82034509
Mean	3.59
Median Absolute Deviation (MAD)	1
Skewness	0.37164794
Sum	359
Variance	3.2342424
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
2	24	24.0%
3	18	18.0%
5	18	18.0%
4	13	13.0%
1	11	11.0%
6	9	9.0%
7	6	6.0%
8	1	1.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	11	11.0%
2	24	24.0%
3	18	18.0%
4	13	13.0%
5	18	18.0%
6	9	9.0%
7	6	6.0%
8	1	1.0%

Value	Count	Frequency (%)
8	1	1.0%
7	6	6.0%
6	9	9.0%
5	18	18.0%
4	13	13.0%
3	18	18.0%
2	24	24.0%
1	11	11.0%

매출합계 지수
Categorical

Distinct	4
Distinct (%)	4.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

2	64
3	21
4	14
6	1

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	1 ?
Unique (%)	1.0%

Sample

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

Common Values

Value	Count	Frequency (%)
2	64	64.0%
3	21	21.0%
4	14	14.0%
6	1	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	64	64.0%
3	21	21.0%
4	14	14.0%
6	1	1.0%

매출건수 지수
Categorical

Distinct	2
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

1	55
2	45

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	55	55.0%
2	45	45.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	55	55.0%
2	45	45.0%

통합 인덱스
Categorical

Distinct	5
Distinct (%)	5.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

4	37
3	30
2	22
5	10
1	1

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	1 ?
Unique (%)	1.0%

Sample

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

Common Values

Value	Count	Frequency (%)
4	37	37.0%
3	30	30.0%
2	22	22.0%
5	10	10.0%
1	1	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
4	37	37.0%
3	30	30.0%
2	22	22.0%
5	10	10.0%
1	1	1.0%

First rows
Last rows

	집계구코드	등록날짜	개인기업구분코드	승인시간대	성별구분	연령대구분	매출합계	매출건수	회원수	의료기관/제약업종 업체수	아황산가스 값	이산화질소 값	일산화탄소 값	pm2.5 값	pm10 값	휘발성유기화합물 값	온도 값	습도 값	대기압 값	초미세먼지 지수	미세먼지 지수	매출합계 지수	매출건수 지수	통합 인덱스
0	2201054010001	2019-03-26	1	2124	02.여성	20대	482000	14	14	37	0.003963	0.01392	0.14701	32.315353	40.141079	1.039588	19.647423	30.02268	101348.6392	5	3	4	2	4
1	2201054010001	2019-03-05	1	2124	02.여성	20대	482000	14	14	37	0.003908	0.013952	0.270362	54.269276	67.2586	0.992882	21.775029	26.164127	101350.2007	7	5	4	2	5
2	2201054010001	2019-03-19	1	2124	02.여성	20대	482000	14	14	37	0.00399	0.013969	0.284603	39.322742	45.334448	1.190232	25.189901	22.958609	101348.6523	6	4	4	2	4
3	2201054010001	2019-03-12	1	2124	02.여성	20대	482000	14	14	37	0.003826	0.013886	0.255809	10.779626	13.305613	0.837967	20.193154	38.20332	101349.5083	2	1	4	2	2
4	2201054020001	2019-03-08	2	1417	03.기업	기타	24000	6	6	9	0.004289	0.014067	0.26	55.0	61.931818	0.902222	22.026667	26.044444	101349.0	7	5	2	2	4
5	2201054020001	2019-03-29	2	1417	03.기업	기타	24000	6	6	9	0.003917	0.014375	0.229167	48.375	54.958333	1.258333	23.104167	29.541667	101356.6667	6	5	2	2	4
6	2201054020001	2019-03-22	2	1417	03.기업	기타	24000	6	6	9	0.0035	0.0135	0.15	42.5	48.0	0.85	15.05	26.5	101339.5	6	4	2	2	4
7	2201054020001	2019-03-15	2	1417	03.기업	기타	24000	6	6	9	0.003667	0.013364	0.19697	21.393939	23.848485	0.793939	13.854545	40.969697	101354.4848	4	2	2	2	3
8	2201054020001	2019-03-01	2	1417	03.기업	기타	24000	6	6	9	0.003706	0.013941	0.114706	100.151515	114.545455	0.947059	23.832353	17.058824	101346.4412	8	7	2	2	5
9	2201054020002	2019-03-27	1	1721	02.여성	60대이상	333990	9	6	14	0.004309	0.013891	0.234545	34.545455	40.236364	0.883636	26.765455	20.436364	101352.9636	5	3	4	2	4

	집계구코드	등록날짜	개인기업구분코드	승인시간대	성별구분	연령대구분	매출합계	매출건수	회원수	의료기관/제약업종 업체수	아황산가스 값	이산화질소 값	일산화탄소 값	pm2.5 값	pm10 값	휘발성유기화합물 값	온도 값	습도 값	대기압 값	초미세먼지 지수	미세먼지 지수	매출합계 지수	매출건수 지수	통합 인덱스
90	2201059010002	2019-03-13	1	1721	02.여성	60대이상	15000	3	3	14	0.004012	0.013971	0.147368	9.579882	11.674556	1.161404	18.48655	17.596491	101349.8655	2	1	2	1	2
91	2201059020001	2019-03-22	1	1721	01.남성	30대	34450	7	6	87	0.004186	0.01405	0.267857	30.480315	34.748031	0.919286	19.235714	21.192857	101349.3929	5	3	2	2	3
92	2201059020001	2019-03-29	1	1721	01.남성	30대	34450	7	6	87	0.004045	0.013996	0.265672	40.141791	45.5	1.764179	25.647388	29.141791	101347.9627	6	4	2	2	4
93	2201059020001	2019-03-01	1	1721	01.남성	30대	34450	7	6	87	0.003957	0.014079	0.272607	96.544803	112.078853	0.979868	18.521782	23.528053	101347.1617	8	7	2	2	5
94	2201059020001	2019-03-08	1	1721	01.남성	30대	34450	7	6	87	0.00398	0.013918	0.209426	59.836066	68.520492	1.130328	25.768033	22.901639	101348.0738	7	5	2	2	4
95	2201059020001	2019-03-15	1	1721	01.남성	30대	34450	7	6	87	0.003937	0.014081	0.218919	20.880184	23.829493	1.440541	18.36036	31.617117	101347.8378	3	2	2	2	2
96	2201059020002	2019-03-28	1	2124	01.남성	20대	34470	6	6	18	0.004152	0.014	0.2824	40.401639	46.590164	1.076	30.2	23.208	101349.512	6	4	2	2	4
97	2201059020002	2019-03-14	1	2124	01.남성	20대	34470	6	6	18	0.00394	0.014017	0.211966	24.816514	28.110092	2.923077	22.635897	13.846154	101347.4188	4	2	2	2	3
98	2201059020002	2019-03-21	1	2124	01.남성	20대	34470	6	6	18	0.004077	0.014041	0.216568	14.858896	16.889571	4.345562	28.272189	31.053254	101348.8935	2	2	2	2	2
99	2201059020002	2019-03-07	1	2124	01.남성	20대	34470	6	6	18	0.003867	0.014061	0.262245	88.265306	105.081633	0.784694	19.814286	29.5	101358.2959	8	7	2	2	5

Overview

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Sample