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	16
Categorical	8

Dataset

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

Alerts

`휘발성유기화합물 값` has unique values	Unique
`온도 값` has unique values	Unique
`습도 값` has unique values	Unique
`대기압 값` has unique values	Unique
`의료기관/제약업종 업체수` has 10 (10.0%) zeros	Zeros
`pm2.5 값` has 2 (2.0%) zeros	Zeros
`pm10 값` has 2 (2.0%) zeros	Zeros

Reproduction

Analysis started	2024-04-17 22:21:34.528369
Analysis finished	2024-04-17 22:21:34.702883
Duration	0.17 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	1804783.2
Coefficient of variation (CV)	8.1996255 × 10^-7
Kurtosis	-0.55224471
Mean	2.2010557 × 10¹²
Median Absolute Deviation (MAD)	1979998
Skewness	0.79634991
Sum	2.2010557 × 10¹⁴
Variance	3.2572426 × 10¹²
Monotonicity	Increasing

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
2201054010001	5	5.0%
2201054020001	5	5.0%
2201059020001	5	5.0%
2201059010001	5	5.0%
2201056010101	5	5.0%
2201056010003	5	5.0%
2201054030001	5	5.0%
2201054030003	4	4.0%
2201054030004	4	4.0%
2201059020002	4	4.0%
Other values (15)	53	53.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2201054010001	5	5.0%
2201054020001	5	5.0%
2201054020002	4	4.0%
2201054020003	4	4.0%
2201054030001	5	5.0%
2201054030002	4	4.0%
2201054030003	4	4.0%
2201054030004	4	4.0%
2201054030005	3	3.0%
2201054030006	3	3.0%

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

등록날짜
Categorical

Distinct	26
Distinct (%)	26.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

2019-06-23	5
2019-06-16	5
2019-06-09	5
2019-06-28	5
2019-06-04	5
Other values (21)	75

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2019-06-23
2nd row	2019-06-30
3rd row	2019-06-02
4th row	2019-06-16
5th row	2019-06-09

Common Values

Value	Count	Frequency (%)
2019-06-23	5	5.0%
2019-06-16	5	5.0%
2019-06-09	5	5.0%
2019-06-28	5	5.0%
2019-06-04	5	5.0%
2019-06-11	5	5.0%
2019-06-18	5	5.0%
2019-06-25	5	5.0%
2019-06-07	4	4.0%
2019-06-02	4	4.0%
Other values (16)	52	52.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2019-06-23	5	5.0%
2019-06-09	5	5.0%
2019-06-28	5	5.0%
2019-06-04	5	5.0%
2019-06-11	5	5.0%
2019-06-18	5	5.0%
2019-06-25	5	5.0%
2019-06-16	5	5.0%
2019-06-21	4	4.0%
2019-06-24	4	4.0%
Other values (16)	52	52.0%

개인기업구분코드
Categorical

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

1	78
2	22

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	78	78.0%
2	22	22.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	78	78.0%
2	22	22.0%

승인시간대
Real number (ℝ)

Distinct	6
Distinct (%)	6.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1169.29

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	6
Q1	1114
median	1417
Q3	1417
95-th percentile	1721
Maximum	2124
Range	2118
Interquartile range (IQR)	303

Descriptive statistics

Standard deviation	573.22394
Coefficient of variation (CV)	0.49023248
Kurtosis	0.026055958
Mean	1169.29
Median Absolute Deviation (MAD)	303
Skewness	-0.9294652
Sum	116929
Variance	328585.68
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1417	41	41.0%
1114	17	17.0%
1721	15	15.0%
6	14	14.0%
611	9	9.0%
2124	4	4.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6	14	14.0%
611	9	9.0%
1114	17	17.0%
1417	41	41.0%
1721	15	15.0%
2124	4	4.0%

Value	Count	Frequency (%)
2124	4	4.0%
1721	15	15.0%
1417	41	41.0%
1114	17	17.0%
611	9	9.0%
6	14	14.0%

성별구분
Categorical

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

02.여성	44
01.남성	34
03.기업	22

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
02.여성	44	44.0%
01.남성	34	34.0%
03.기업	22	22.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
02.여성	44	44.0%
01.남성	34	34.0%
03.기업	22	22.0%

연령대구분
Categorical

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

20대	52
기타	22
30대	22
40대	4

Length

Max length	3
Median length	3
Mean length	2.78
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
20대	52	52.0%
기타	22	22.0%
30대	22	22.0%
40대	4	4.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
20대	52	52.0%
기타	22	22.0%
30대	22	22.0%
40대	4	4.0%

매출합계
Real number (ℝ)

Distinct	25
Distinct (%)	25.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	83675.5

Minimum	9300
Maximum	993000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	9300
5-th percentile	9600
Q1	26060
median	40390
Q3	128000
95-th percentile	316000
Maximum	993000
Range	983700
Interquartile range (IQR)	101940

Descriptive statistics

Standard deviation	118651.61
Coefficient of variation (CV)	1.417997
Kurtosis	34.787105
Mean	83675.5
Median Absolute Deviation (MAD)	25090
Skewness	4.9906291
Sum	8367550
Variance	1.4078203 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
147000	5	5.0%
15300	5	5.0%
49350	5	5.0%
138000	5	5.0%
36700	5	5.0%
50100	5	5.0%
316000	5	5.0%
166300	4	4.0%
15500	4	4.0%
9300	4	4.0%
Other values (15)	53	53.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9300	4	4.0%
9600	4	4.0%
12500	4	4.0%
15300	5	5.0%
15500	4	4.0%
22500	2	2.0%
26060	4	4.0%
27000	4	4.0%
30750	4	4.0%
33200	4	4.0%

Value	Count	Frequency (%)
993000	1	1.0%
316000	5	5.0%
168700	3	3.0%
166300	4	4.0%
147000	5	5.0%
138000	5	5.0%
128000	4	4.0%
104500	4	4.0%
94000	3	3.0%
53500	4	4.0%

매출건수
Real number (ℝ)

Distinct	8
Distinct (%)	8.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.06

Minimum	3
Maximum	13
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	5
95-th percentile	10.15
Maximum	13
Range	10
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.6848622
Coefficient of variation (CV)	0.53060517
Kurtosis	1.8486121
Mean	5.06
Median Absolute Deviation (MAD)	1
Skewness	1.5803994
Sum	506
Variance	7.2084848
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
3	38	38.0%
4	20	20.0%
5	18	18.0%
8	7	7.0%
7	5	5.0%
13	5	5.0%
9	4	4.0%
10	3	3.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	38	38.0%
4	20	20.0%
5	18	18.0%
7	5	5.0%
8	7	7.0%
9	4	4.0%
10	3	3.0%
13	5	5.0%

Value	Count	Frequency (%)
13	5	5.0%
10	3	3.0%
9	4	4.0%
8	7	7.0%
7	5	5.0%
5	18	18.0%
4	20	20.0%
3	38	38.0%

회원수
Real number (ℝ)

Distinct	7
Distinct (%)	7.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.66

Minimum	3
Maximum	10
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	5
95-th percentile	10
Maximum	10
Range	7
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.2212018
Coefficient of variation (CV)	0.47665274
Kurtosis	0.65899377
Mean	4.66
Median Absolute Deviation (MAD)	1
Skewness	1.3432141
Sum	466
Variance	4.9337374
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
3	47	47.0%
4	15	15.0%
5	14	14.0%
10	8	8.0%
7	7	7.0%
6	5	5.0%
9	4	4.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	47	47.0%
4	15	15.0%
5	14	14.0%
6	5	5.0%
7	7	7.0%
9	4	4.0%
10	8	8.0%

Value	Count	Frequency (%)
10	8	8.0%
9	4	4.0%
7	7	7.0%
6	5	5.0%
5	14	14.0%
4	15	15.0%
3	47	47.0%

의료기관/제약업종 업체수
Real number (ℝ)

ZEROS

Distinct	16
Distinct (%)	16.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	17

Minimum	0
Maximum	114
Zeros	10
Zeros (%)	10.0%
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	78
Maximum	114
Range	114
Interquartile range (IQR)	16

Descriptive statistics

Standard deviation	26.56876
Coefficient of variation (CV)	1.5628682
Kurtosis	6.0926682
Mean	17
Median Absolute Deviation (MAD)	7
Skewness	2.5547102
Sum	1700
Variance	705.89899
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
1	14	14.0%
14	12	12.0%
0	10	10.0%
4	9	9.0%
2	7	7.0%
9	5	5.0%
78	5	5.0%
6	5	5.0%
35	5	5.0%
114	4	4.0%
Other values (6)	24	24.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	10	10.0%
1	14	14.0%
2	7	7.0%
4	9	9.0%
5	4	4.0%
6	5	5.0%
7	4	4.0%
9	5	5.0%
14	12	12.0%
16	4	4.0%

Value	Count	Frequency (%)
114	4	4.0%
78	5	5.0%
35	5	5.0%
27	4	4.0%
20	4	4.0%
18	4	4.0%
16	4	4.0%
14	12	12.0%
9	5	5.0%
7	4	4.0%

아황산가스 값
Real number (ℝ)

Distinct	95
Distinct (%)	95.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0039856175

Minimum	0.0025
Maximum	0.006
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0.0025
5-th percentile	0.003521619
Q1	0.003907761
median	0.0040097329
Q3	0.0040955285
95-th percentile	0.0043768382
Maximum	0.006
Range	0.0035
Interquartile range (IQR)	0.00018776745

Descriptive statistics

Standard deviation	0.00035962034
Coefficient of variation (CV)	0.090229517
Kurtosis	13.272137
Mean	0.0039856175
Median Absolute Deviation (MAD)	9.1430342 × 10^-5
Skewness	0.49852004
Sum	0.39856175
Variance	1.2932679 × 10^-7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0039333333333333	2	2.0%
0.004	2	2.0%
0.0041764705882352	2	2.0%
0.00405	2	2.0%
0.0040666666666666	2	2.0%
0.0040136286201021	1	1.0%
0.0039952153110047	1	1.0%
0.0038333333333333	1	1.0%
0.0038076923076923	1	1.0%
0.0039478260869565	1	1.0%
Other values (85)	85	85.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0025	1	1.0%
0.00275	1	1.0%
0.003	1	1.0%
0.0033333333333333	1	1.0%
0.00348	1	1.0%
0.0035238095238095	1	1.0%
0.0035324675324675	1	1.0%
0.0036666666666666	1	1.0%
0.0036923076923076	1	1.0%
0.0037142857142857	1	1.0%

Value	Count	Frequency (%)
0.006	1	1.0%
0.00475	1	1.0%
0.0044375	1	1.0%
0.0044137931034482	1	1.0%
0.0044117647058823	1	1.0%
0.004375	1	1.0%
0.0043333333333333	1	1.0%
0.0042857142857142	1	1.0%
0.0042753623188405	1	1.0%
0.0042083333333333	1	1.0%

이산화질소 값
Real number (ℝ)

Distinct	89
Distinct (%)	89.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.013938594

Minimum	0.012
Maximum	0.014666667
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0.012
5-th percentile	0.013434856
Q1	0.013858107
median	0.01396877
Q3	0.014072802
95-th percentile	0.014288095
Maximum	0.014666667
Range	0.0026666667
Interquartile range (IQR)	0.00021469554

Descriptive statistics

Standard deviation	0.00031561214
Coefficient of variation (CV)	0.02264304
Kurtosis	14.399696
Mean	0.013938594
Median Absolute Deviation (MAD)	0.00010815278
Skewness	-2.5130556
Sum	1.3938594
Variance	9.9611025 × 10^-8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.014	3	3.0%
0.0136666666666666	3	3.0%
0.0139999999999999	2	2.0%
0.01425	2	2.0%
0.014156862745098	2	2.0%
0.01408	2	2.0%
0.014076923076923	2	2.0%
0.0133333333333333	2	2.0%
0.0142857142857142	2	2.0%
0.0139572649572649	1	1.0%
Other values (79)	79	79.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.012	1	1.0%
0.013	1	1.0%
0.0133333333333333	2	2.0%
0.0133846153846153	1	1.0%
0.0134375	1	1.0%
0.0135625	1	1.0%
0.0136058823529411	1	1.0%
0.0136511627906976	1	1.0%
0.0136666666666666	3	3.0%
0.0137435897435897	1	1.0%

Value	Count	Frequency (%)
0.0146666666666666	1	1.0%
0.0145999999999999	1	1.0%
0.0145	1	1.0%
0.0144999999999999	1	1.0%
0.0143333333333333	1	1.0%
0.0142857142857142	2	2.0%
0.0142558139534883	1	1.0%
0.01425	2	2.0%
0.0142272727272727	1	1.0%
0.0142058823529411	1	1.0%

일산화탄소 값
Real number (ℝ)

Distinct	93
Distinct (%)	93.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.45651532

Minimum	0
Maximum	4.7153846
Zeros	1
Zeros (%)	1.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.15985989
Q1	0.24934211
median	0.27537799
Q3	0.30621299
95-th percentile	1.2197346
Maximum	4.7153846
Range	4.7153846
Interquartile range (IQR)	0.056870883

Descriptive statistics

Standard deviation	0.68475445
Coefficient of variation (CV)	1.4999594
Kurtosis	20.2776
Mean	0.45651532
Median Absolute Deviation (MAD)	0.028276574
Skewness	4.359576
Sum	45.651532
Variance	0.46888866
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.3	4	4.0%
0.2	2	2.0%
0.25	2	2.0%
0.2999999999999999	2	2.0%
0.2874999999999999	2	2.0%
0.3361158432708703	1	1.0%
0.4227733934611057	1	1.0%
0.2380281690140842	1	1.0%
0.2751196172248808	1	1.0%
0.2749999999999999	1	1.0%
Other values (83)	83	83.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1	1.0%
0.1160337552742615	1	1.0%
0.1222222222222222	1	1.0%
0.1226548672566367	1	1.0%
0.1467391304347826	1	1.0%
0.1605504587155965	1	1.0%
0.1702127659574467	1	1.0%
0.184	1	1.0%
0.188235294117647	1	1.0%
0.1924528301886792	1	1.0%

Value	Count	Frequency (%)
4.715384615384615	1	1.0%
3.2653846153846207	1	1.0%
3.093529411764693	1	1.0%
2.692307692307692	1	1.0%
2.376000000000002	1	1.0%
1.1588785046728964	1	1.0%
0.9705882352941182	1	1.0%
0.944720496894413	1	1.0%
0.8158940397350988	1	1.0%
0.6725490196078426	1	1.0%

pm2.5 값
Real number (ℝ)

ZEROS

Distinct	99
Distinct (%)	99.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	14.803337

Minimum	0
Maximum	53.393162
Zeros	2
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	2.2442951
Q1	6.1697922
median	12.416667
Q3	20.351099
95-th percentile	36.379107
Maximum	53.393162
Range	53.393162
Interquartile range (IQR)	14.181307

Descriptive statistics

Standard deviation	10.969344
Coefficient of variation (CV)	0.74100479
Kurtosis	0.74828717
Mean	14.803337
Median Absolute Deviation (MAD)	7.1928571
Skewness	0.99423971
Sum	1480.3337
Variance	120.3265
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	2	2.0%
3.46455223880597	1	1.0%
53.39316239316239	1	1.0%
14.304347826086955	1	1.0%
2.2344497607655502	1	1.0%
7.0	1	1.0%
35.34615384615385	1	1.0%
15.147058823529411	1	1.0%
9.432432432432432	1	1.0%
15.208333333333334	1	1.0%
Other values (89)	89	89.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	2	2.0%
1.3333333333333333	1	1.0%
1.6666666666666667	1	1.0%
2.2344497607655502	1	1.0%
2.2448132780082988	1	1.0%
2.6206896551724137	1	1.0%
2.6666666666666665	1	1.0%
2.6933333333333334	1	1.0%
2.876847290640394	1	1.0%
3.097560975609756	1	1.0%

Value	Count	Frequency (%)
53.39316239316239	1	1.0%
43.5	1	1.0%
39.01052631578948	1	1.0%
38.26086956521739	1	1.0%
36.457142857142856	1	1.0%
36.375	1	1.0%
35.34615384615385	1	1.0%
32.44444444444444	1	1.0%
32.15	1	1.0%
30.261744966442954	1	1.0%

pm10 값
Real number (ℝ)

ZEROS

Distinct	99
Distinct (%)	99.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.055225

Minimum	0
Maximum	58.794872
Zeros	2
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	2.3442118
Q1	6.7891327
median	13.216361
Q3	22.288187
95-th percentile	39.179712
Maximum	58.794872
Range	58.794872
Interquartile range (IQR)	15.499054

Descriptive statistics

Standard deviation	11.833804
Coefficient of variation (CV)	0.73706873
Kurtosis	0.89191279
Mean	16.055225
Median Absolute Deviation (MAD)	7.6572327
Skewness	1.0230193
Sum	1605.5225
Variance	140.03892
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	2	2.0%
3.904850746268657	1	1.0%
58.7948717948718	1	1.0%
15.81159420289855	1	1.0%
2.54066985645933	1	1.0%
7.666666666666667	1	1.0%
39.26923076923077	1	1.0%
16.470588235294116	1	1.0%
10.1981981981982	1	1.0%
17.047619047619047	1	1.0%
Other values (89)	89	89.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	2	2.0%
1.6666666666666667	1	1.0%
1.75	1	1.0%
2.0517241379310347	1	1.0%
2.3596059113300494	1	1.0%
2.54066985645933	1	1.0%
2.6666666666666665	1	1.0%
2.796680497925311	1	1.0%
2.8266666666666667	1	1.0%
3.365853658536585	1	1.0%

Value	Count	Frequency (%)
58.7948717948718	1	1.0%
46.75	1	1.0%
41.66304347826087	1	1.0%
40.526315789473685	1	1.0%
39.26923076923077	1	1.0%
39.175	1	1.0%
39.12785388127854	1	1.0%
36.4	1	1.0%
33.671140939597315	1	1.0%
32.520833333333336	1	1.0%

휘발성유기화합물 값
Real number (ℝ)

UNIQUE

Distinct	100
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.2043575

Minimum	0.6
Maximum	27.297246
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0.6
5-th percentile	1.0944737
Q1	2.0503205
median	4.5452926
Q3	8.0750639
95-th percentile	18.573273
Maximum	27.297246
Range	26.697246
Interquartile range (IQR)	6.0247434

Descriptive statistics

Standard deviation	5.6523409
Coefficient of variation (CV)	0.91102761
Kurtosis	2.7315348
Mean	6.2043575
Median Absolute Deviation (MAD)	2.8538024
Skewness	1.6748985
Sum	620.43575
Variance	31.948958
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.6742759795570707	1	1.0%
2.295726495726496	1	1.0%
1.6788732394366213	1	1.0%
1.8459330143540709	1	1.0%
3.241666666666666	1	1.0%
2.565384615384616	1	1.0%
1.4647058823529415	1	1.0%
3.2686956521739234	1	1.0%
4.9335294117647	1	1.0%
3.4018038331454528	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.5999999999999998	1	1.0%
0.6714285714285713	1	1.0%
0.8142857142857142	1	1.0%
0.9437499999999998	1	1.0%
0.9894736842105262	1	1.0%
1.1	1	1.0%
1.11875	1	1.0%
1.2	1	1.0%
1.2499999999999998	1	1.0%
1.254000000000005	1	1.0%

Value	Count	Frequency (%)
27.29724576271189	1	1.0%
23.909109311740927	1	1.0%
22.9	1	1.0%
21.633333333333336	1	1.0%
19.394405594405598	1	1.0%
18.53005565862708	1	1.0%
17.623529411764704	1	1.0%
16.716306156406006	1	1.0%
16.371999999999993	1	1.0%
14.76666666666667	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	35.360182

Minimum	23.6
Maximum	47.888571
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	23.6
5-th percentile	27.934141
Q1	31.448242
median	35.272389
Q3	38.884905
95-th percentile	43.635107
Maximum	47.888571
Range	24.288571
Interquartile range (IQR)	7.4366634

Descriptive statistics

Standard deviation	4.9154119
Coefficient of variation (CV)	0.1390098
Kurtosis	-0.39902168
Mean	35.360182
Median Absolute Deviation (MAD)	3.8219807
Skewness	0.2149115
Sum	3536.0182
Variance	24.161274
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
30.696081771720543	1	1.0%
47.88857142857141	1	1.0%
30.75070422535215	1	1.0%
26.05454545454548	1	1.0%
34.033333333333324	1	1.0%
35.788000000000004	1	1.0%
41.07352941176472	1	1.0%
36.46086956521737	1	1.0%
35.58999999999999	1	1.0%
35.63079625292745	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
23.6	1	1.0%
26.05454545454548	1	1.0%
26.93265306122448	1	1.0%
27.078666666666667	1	1.0%
27.780000000000005	1	1.0%
27.942253521126748	1	1.0%
28.66641221374049	1	1.0%
29.03023255813955	1	1.0%
29.31452513966481	1	1.0%
29.44683840749412	1	1.0%

Value	Count	Frequency (%)
47.88857142857141	1	1.0%
46.5	1	1.0%
45.49999999999999	1	1.0%
44.30232945091515	1	1.0%
43.70637583892624	1	1.0%
43.63135593220333	1	1.0%
43.06818181818183	1	1.0%
42.378431372549024	1	1.0%
42.3364485981308	1	1.0%
41.62214765100666	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	39.65585

Minimum	14.777778
Maximum	71
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	14.777778
5-th percentile	24.409817
Q1	30.861111
median	37.498551
Q3	46.955625
95-th percentile	64.047333
Maximum	71
Range	56.222222
Interquartile range (IQR)	16.094514

Descriptive statistics

Standard deviation	12.086548
Coefficient of variation (CV)	0.30478601
Kurtosis	0.16149467
Mean	39.65585
Median Absolute Deviation (MAD)	7.8059637
Skewness	0.74344168
Sum	3965.585
Variance	146.08465
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
38.36626916524702	1	1.0%
14.77777777777778	1	1.0%
37.12676056338028	1	1.0%
68.10526315789474	1	1.0%
58.25	1	1.0%
31.884615384615383	1	1.0%
26.029411764705884	1	1.0%
31.98260869565217	1	1.0%
47.23529411764706	1	1.0%
29.35287485907553	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
14.77777777777778	1	1.0%
17.902173913043477	1	1.0%
21.181818181818183	1	1.0%
23.46583850931677	1	1.0%
24.162790697674417	1	1.0%
24.42281879194631	1	1.0%
25.0	1	1.0%
25.245283018867923	1	1.0%
26.029411764705884	1	1.0%
26.07692307692308	1	1.0%

Value	Count	Frequency (%)
71.0	1	1.0%
68.3206106870229	1	1.0%
68.10526315789474	1	1.0%
67.33333333333333	1	1.0%
64.94666666666667	1	1.0%
64.0	1	1.0%
63.87755102040816	1	1.0%
63.4	1	1.0%
62.10344827586207	1	1.0%
59.647887323943664	1	1.0%

대기압 값
Real number (ℝ)

UNIQUE

Distinct	100
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	101348.87

Minimum	101319.2
Maximum	101380.67
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	101319.2
5-th percentile	101339.94
Q1	101346.7
median	101349.12
Q3	101350.55
95-th percentile	101358.23
Maximum	101380.67
Range	61.4667
Interquartile range (IQR)	3.855825

Descriptive statistics

Standard deviation	6.5781002
Coefficient of variation (CV)	6.4905507 × 10^-5
Kurtosis	9.028135
Mean	101348.87
Median Absolute Deviation (MAD)	1.83905
Skewness	0.38215541
Sum	10134887
Variance	43.271402
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
101347.5707	1	1.0%
101349.359	1	1.0%
101348.2535	1	1.0%
101348.2153	1	1.0%
101345.6667	1	1.0%
101343.4231	1	1.0%
101342.8824	1	1.0%
101345.0957	1	1.0%
101349.4941	1	1.0%
101348.6347	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
101319.2	1	1.0%
101335.3333	1	1.0%
101336.0	1	1.0%
101336.8	1	1.0%
101338.7778	1	1.0%
101340.0	1	1.0%
101342.3158	1	1.0%
101342.4737	1	1.0%
101342.8824	1	1.0%
101343.0	1	1.0%

Value	Count	Frequency (%)
101380.6667	1	1.0%
101366.0	1	1.0%
101365.5	1	1.0%
101359.5	1	1.0%
101358.9231	1	1.0%
101358.1905	1	1.0%
101357.4375	1	1.0%
101356.1538	1	1.0%
101355.9811	1	1.0%
101354.4348	1	1.0%

초미세먼지 지수
Real number (ℝ)

Distinct	7
Distinct (%)	7.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.49

Minimum	1
Maximum	7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	2
Q3	3.25
95-th percentile	5
Maximum	7
Range	6
Interquartile range (IQR)	2.25

Descriptive statistics

Standard deviation	1.5858911
Coefficient of variation (CV)	0.63690405
Kurtosis	-0.35918623
Mean	2.49
Median Absolute Deviation (MAD)	1
Skewness	0.85592351
Sum	249
Variance	2.5150505
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
1	37	37.0%
2	24	24.0%
3	14	14.0%
5	13	13.0%
4	8	8.0%
6	3	3.0%
7	1	1.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	37	37.0%
2	24	24.0%
3	14	14.0%
4	8	8.0%
5	13	13.0%
6	3	3.0%
7	1	1.0%

Value	Count	Frequency (%)
7	1	1.0%
6	3	3.0%
5	13	13.0%
4	8	8.0%
3	14	14.0%
2	24	24.0%
1	37	37.0%

미세먼지 지수
Categorical

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

1	57
2	31
3	9
4	2
5	1

Length

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

Unique

Unique	1 ?
Unique (%)	1.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	57	57.0%
2	31	31.0%
3	9	9.0%
4	2	2.0%
5	1	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	57	57.0%
2	31	31.0%
3	9	9.0%
4	2	2.0%
5	1	1.0%

매출합계 지수
Categorical

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

2	49
4	30
3	12
1	8
5	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	4

Common Values

Value	Count	Frequency (%)
2	49	49.0%
4	30	30.0%
3	12	12.0%
1	8	8.0%
5	1	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	49	49.0%
4	30	30.0%
3	12	12.0%
1	8	8.0%
5	1	1.0%

매출건수 지수
Categorical

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

1	58
2	42

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	1

Common Values

Value	Count	Frequency (%)
1	58	58.0%
2	42	42.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	58	58.0%
2	42	42.0%

통합 인덱스
Categorical

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

2	67
3	21
1	9
4	3

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	3

Common Values

Value	Count	Frequency (%)
2	67	67.0%
3	21	21.0%
1	9	9.0%
4	3	3.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	67	67.0%
3	21	21.0%
1	9	9.0%
4	3	3.0%

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	2019-06-23	2	6	03.기업	기타	147000	4	3	35	0.004014	0.013937	0.336116	3.464552	3.904851	2.674276	30.696082	38.366269	101347.5707	1	1	4	1	2
1	2201054010001	2019-06-30	2	6	03.기업	기타	147000	4	3	35	0.004004	0.014066	0.201646	12.487179	13.547009	3.798354	34.867901	55.930041	101347.8189	2	1	4	1	2
2	2201054010001	2019-06-02	2	6	03.기업	기타	147000	4	3	35	0.003991	0.013908	0.16055	4.697248	5.449541	5.955046	31.359633	32.211009	101352.6606	1	1	4	1	2
3	2201054010001	2019-06-16	2	6	03.기업	기타	147000	4	3	35	0.00392	0.014005	0.268384	6.244505	6.84022	6.369555	29.446838	48.962529	101350.8642	1	1	4	1	2
4	2201054010001	2019-06-09	2	6	03.기업	기타	147000	4	3	35	0.004095	0.014119	0.205962	27.298103	29.97561	1.399729	29.314525	41.560976	101348.8618	5	2	4	1	3
5	2201054020001	2019-06-29	1	1417	02.여성	30대	15300	5	5	9	0.0038	0.0146	0.3	19.6	21.8	4.2	30.64	64.0	101336.8	3	2	2	2	2
6	2201054020001	2019-06-01	1	1417	02.여성	30대	15300	5	5	9	0.003842	0.014105	0.268421	32.444444	24.944444	7.373684	32.642105	26.842105	101342.4737	5	2	2	2	3
7	2201054020001	2019-06-22	1	1417	02.여성	30대	15300	5	5	9	0.004078	0.013863	0.272549	3.882353	4.235294	14.766667	42.378431	36.901961	101350.0196	1	1	2	2	2
8	2201054020001	2019-06-15	1	1417	02.여성	30대	15300	5	5	9	0.003942	0.01425	3.265385	13.75	15.980769	2.192308	37.292308	47.153846	101352.5577	2	1	2	2	2
9	2201054020001	2019-06-08	1	1417	02.여성	30대	15300	5	5	9	0.004067	0.014133	0.3	19.466667	9.8	10.54	38.313333	34.866667	101319.2	3	1	2	2	2

	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	2019-06-10	1	1721	02.여성	20대	9600	3	3	16	0.004144	0.013867	0.281111	6.966667	8.111111	1.573333	33.203333	30.444444	101351.1111	1	1	1	1	1
91	2201059020001	2019-06-29	1	611	02.여성	20대	49350	13	10	78	0.004027	0.013855	0.342366	7.227979	7.870466	9.459924	28.666412	68.320611	101350.6947	1	1	2	2	2
92	2201059020001	2019-06-15	1	611	02.여성	20대	49350	13	10	78	0.00401	0.013913	0.402415	14.669951	16.300493	11.914493	36.541063	37.661836	101349.7585	2	2	2	2	2
93	2201059020001	2019-06-08	1	611	02.여성	20대	49350	13	10	78	0.00393	0.013979	0.238136	17.549451	14.824176	27.297246	43.631356	44.934322	101349.1653	3	1	2	2	2
94	2201059020001	2019-06-22	1	611	02.여성	20대	49350	13	10	78	0.004035	0.01397	0.381032	3.605536	3.953206	16.716306	44.302329	31.161398	101351.3777	1	1	2	2	2
95	2201059020001	2019-06-01	1	611	02.여성	20대	49350	13	10	78	0.004079	0.013941	0.268219	7.366525	7.978814	23.909109	41.151012	36.728745	101345.1518	1	1	2	2	2
96	2201059020002	2019-06-10	1	1114	01.남성	30대	9300	4	4	18	0.003933	0.01375	0.281667	2.62069	2.051724	6.968333	33.206667	39.233333	101352.6	1	1	1	1	1
97	2201059020002	2019-06-03	1	1114	01.남성	30대	9300	4	4	18	0.003975	0.013882	0.94472	27.64557	30.189873	6.307453	41.622148	23.465839	101350.5031	5	2	1	1	2
98	2201059020002	2019-06-17	1	1114	01.남성	30대	9300	4	4	18	0.004019	0.013827	4.715385	12.346154	14.230769	2.159615	36.592308	45.576923	101356.1538	2	1	1	1	1
99	2201059020002	2019-06-24	1	1114	01.남성	30대	9300	4	4	18	0.004043	0.013745	0.170213	7.085106	7.914894	11.553191	32.769565	38.914894	101353.9149	1	1	1	1	1

Overview

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Sample