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

`pm10 값` has unique values	Unique
`휘발성유기화합물 값` has unique values	Unique
`온도 값` has unique values	Unique
`습도 값` has unique values	Unique
`의료기관/제약업종 업체수` has 12 (12.0%) zeros	Zeros

Reproduction

Analysis started	2023-12-10 11:25:28.573722
Analysis finished	2023-12-10 11:25:28.764503
Duration	0.19 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

집계구코드
Real number (ℝ)

Distinct	27
Distinct (%)	27.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.2010561 × 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	2.201059 × 10¹²
95-th percentile	2.201059 × 10¹²
Maximum	2.201059 × 10¹²
Range	5020001
Interquartile range (IQR)	4979998

Descriptive statistics

Standard deviation	2005697.3
Coefficient of variation (CV)	9.1124314 × 10^-7
Kurtosis	-1.30823
Mean	2.2010561 × 10¹²
Median Absolute Deviation (MAD)	1980099
Skewness	0.43532436
Sum	2.2010561 × 10¹⁴
Variance	4.0228216 × 10¹²
Monotonicity	Increasing

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
2201054010001	4	4.0%
2201056010001	4	4.0%
2201056040001	4	4.0%
2201056030002	4	4.0%
2201056030001	4	4.0%
2201056020001	4	4.0%
2201056010201	4	4.0%
2201054020001	4	4.0%
2201056010003	4	4.0%
2201056010002	4	4.0%
Other values (17)	60	60.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2201054010001	4	4.0%
2201054020001	4	4.0%
2201054020002	3	3.0%
2201054020003	4	4.0%
2201054030001	4	4.0%
2201054030002	4	4.0%
2201054030003	3	3.0%
2201054030004	4	4.0%
2201054030005	3	3.0%
2201054030006	2	2.0%

Value	Count	Frequency (%)
2201059030002	4	4.0%
2201059030001	4	4.0%
2201059020101	4	4.0%
2201059020002	4	4.0%
2201059020001	4	4.0%
2201059010002	4	4.0%
2201059010001	4	4.0%
2201056040001	4	4.0%
2201056030002	4	4.0%
2201056030001	4	4.0%

등록날짜
Categorical

Distinct	27
Distinct (%)	27.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

2019-02-08	5
2019-02-16	5
2019-02-09	5
2019-02-01	5
2019-02-22	5
Other values (22)	75

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2019-02-19
2nd row	2019-02-26
3rd row	2019-02-05
4th row	2019-02-12
5th row	2019-02-13

Common Values

Value	Count	Frequency (%)
2019-02-08	5	5.0%
2019-02-16	5	5.0%
2019-02-09	5	5.0%
2019-02-01	5	5.0%
2019-02-22	5	5.0%
2019-02-15	5	5.0%
2019-02-26	4	4.0%
2019-02-05	4	4.0%
2019-02-12	4	4.0%
2019-02-13	4	4.0%
Other values (17)	54	54.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2019-02-08	5	5.0%
2019-02-09	5	5.0%
2019-02-01	5	5.0%
2019-02-22	5	5.0%
2019-02-15	5	5.0%
2019-02-16	5	5.0%
2019-02-27	4	4.0%
2019-02-23	4	4.0%
2019-02-02	4	4.0%
2019-02-24	4	4.0%
Other values (17)	54	54.0%

개인기업구분코드
Categorical

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

1	79
2	21

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	79	79.0%
2	21	21.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	79	79.0%
2	21	21.0%

승인시간대
Real number (ℝ)

Distinct	6
Distinct (%)	6.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1372.28

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	1721
Q3	1721
95-th percentile	2124
Maximum	2124
Range	2118
Interquartile range (IQR)	607

Descriptive statistics

Standard deviation	574.68609
Coefficient of variation (CV)	0.41878195
Kurtosis	0.10902184
Mean	1372.28
Median Absolute Deviation (MAD)	403
Skewness	-0.76221539
Sum	137228
Variance	330264.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1721	36	36.0%
1114	32	32.0%
2124	15	15.0%
611	8	8.0%
6	7	7.0%
1417	2	2.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6	7	7.0%
611	8	8.0%
1114	32	32.0%
1417	2	2.0%
1721	36	36.0%
2124	15	15.0%

Value	Count	Frequency (%)
2124	15	15.0%
1721	36	36.0%
1417	2	2.0%
1114	32	32.0%
611	8	8.0%
6	7	7.0%

성별구분
Categorical

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

02.여성	50
01.남성	29
03.기업	21

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	01.남성

Common Values

Value	Count	Frequency (%)
02.여성	50	50.0%
01.남성	29	29.0%
03.기업	21	21.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
02.여성	50	50.0%
01.남성	29	29.0%
03.기업	21	21.0%

연령대구분
Categorical

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

20대	62
기타	21
30대	11
40대	6

Length

Max length	3
Median length	3
Mean length	2.79
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
20대	62	62.0%
기타	21	21.0%
30대	11	11.0%
40대	6	6.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
20대	62	62.0%
기타	21	21.0%
30대	11	11.0%
40대	6	6.0%

매출합계
Real number (ℝ)

Distinct	27
Distinct (%)	27.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	112122.5

Minimum	17520
Maximum	831240
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	17520
5-th percentile	18500
Q1	24100
median	57200
Q3	110000
95-th percentile	411000
Maximum	831240
Range	813720
Interquartile range (IQR)	85900

Descriptive statistics

Standard deviation	157791.37
Coefficient of variation (CV)	1.4073122
Kurtosis	11.459198
Mean	112122.5
Median Absolute Deviation (MAD)	33400
Skewness	3.1962028
Sum	11212250
Variance	2.4898115 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
18500	4	4.0%
169500	4	4.0%
23200	4	4.0%
46000	4	4.0%
24100	4	4.0%
282350	4	4.0%
49500	4	4.0%
110000	4	4.0%
58500	4	4.0%
24650	4	4.0%
Other values (17)	60	60.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
17520	4	4.0%
18500	4	4.0%
18770	4	4.0%
21400	3	3.0%
23200	4	4.0%
23800	4	4.0%
24100	4	4.0%
24650	4	4.0%
44380	4	4.0%
46000	4	4.0%

Value	Count	Frequency (%)
831240	3	3.0%
411000	4	4.0%
282350	4	4.0%
213500	4	4.0%
175000	4	4.0%
169500	4	4.0%
110000	4	4.0%
95200	3	3.0%
87000	4	4.0%
76290	3	3.0%

매출건수
Real number (ℝ)

Distinct	10
Distinct (%)	10.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.96

Minimum	3
Maximum	24
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	5
Q3	6
95-th percentile	14
Maximum	24
Range	21
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	4.5169043
Coefficient of variation (CV)	0.75786985
Kurtosis	8.3374501
Mean	5.96
Median Absolute Deviation (MAD)	2
Skewness	2.7827437
Sum	596
Variance	20.402424
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
3	33	33.0%
6	16	16.0%
5	15	15.0%
4	14	14.0%
7	4	4.0%
24	4	4.0%
9	4	4.0%
8	4	4.0%
14	3	3.0%
12	3	3.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	33	33.0%
4	14	14.0%
5	15	15.0%
6	16	16.0%
7	4	4.0%
8	4	4.0%
9	4	4.0%
12	3	3.0%
14	3	3.0%
24	4	4.0%

Value	Count	Frequency (%)
24	4	4.0%
14	3	3.0%
12	3	3.0%
9	4	4.0%
8	4	4.0%
7	4	4.0%
6	16	16.0%
5	15	15.0%
4	14	14.0%
3	33	33.0%

회원수
Real number (ℝ)

Distinct	8
Distinct (%)	8.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.44

Minimum	3
Maximum	18
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	4.5
Q3	6
95-th percentile	10
Maximum	18
Range	15
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	3.2421467
Coefficient of variation (CV)	0.59598285
Kurtosis	6.9364945
Mean	5.44
Median Absolute Deviation (MAD)	1.5
Skewness	2.4279475
Sum	544
Variance	10.511515
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
3	33	33.0%
4	17	17.0%
6	16	16.0%
5	12	12.0%
7	8	8.0%
9	7	7.0%
18	4	4.0%
10	3	3.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	33	33.0%
4	17	17.0%
5	12	12.0%
6	16	16.0%
7	8	8.0%
9	7	7.0%
10	3	3.0%
18	4	4.0%

Value	Count	Frequency (%)
18	4	4.0%
10	3	3.0%
9	7	7.0%
7	8	8.0%
6	16	16.0%
5	12	12.0%
4	17	17.0%
3	33	33.0%

의료기관/제약업종 업체수
Real number (ℝ)

ZEROS

Distinct	17
Distinct (%)	17.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.97

Minimum	0
Maximum	114
Zeros	12
Zeros (%)	12.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	6.5
Q3	14
95-th percentile	79
Maximum	114
Range	114
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	25.950401
Coefficient of variation (CV)	1.6249469
Kurtosis	7.2046747
Mean	15.97
Median Absolute Deviation (MAD)	6.5
Skewness	2.7492499
Sum	1597
Variance	673.42333
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
0	12	12.0%
14	11	11.0%
1	10	10.0%
2	8	8.0%
3	8	8.0%
20	8	8.0%
35	4	4.0%
5	4	4.0%
11	4	4.0%
79	4	4.0%
Other values (7)	27	27.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12	12.0%
1	10	10.0%
2	8	8.0%
3	8	8.0%
4	4	4.0%
5	4	4.0%
6	4	4.0%
7	3	3.0%
9	4	4.0%
11	4	4.0%

Value	Count	Frequency (%)
114	4	4.0%
79	4	4.0%
35	4	4.0%
27	4	4.0%
20	8	8.0%
14	11	11.0%
13	4	4.0%
11	4	4.0%
9	4	4.0%
7	3	3.0%

아황산가스 값
Real number (ℝ)

Distinct	99
Distinct (%)	99.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0040087673

Minimum	0.002
Maximum	0.00525
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0.002
5-th percentile	0.0034611888
Q1	0.00391601
median	0.004008775
Q3	0.0041272636
95-th percentile	0.004501087
Maximum	0.00525
Range	0.00325
Interquartile range (IQR)	0.0002112536

Descriptive statistics

Standard deviation	0.00034823891
Coefficient of variation (CV)	0.086869324
Kurtosis	12.513728
Mean	0.0040087673
Median Absolute Deviation (MAD)	0.00011710528
Skewness	-1.4800418
Sum	0.40087673
Variance	1.2127034 × 10^-7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.004	2	2.0%
0.00384	1	1.0%
0.00405	1	1.0%
0.0038040201005025	1	1.0%
0.0041140939597315	1	1.0%
0.0043333333333333	1	1.0%
0.00375	1	1.0%
0.0040566037735849	1	1.0%
0.0042131147540983	1	1.0%
0.0042164948453608	1	1.0%
Other values (89)	89	89.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.002	1	1.0%
0.003125	1	1.0%
0.0032999999999999	1	1.0%
0.0033255813953488	1	1.0%
0.0034545454545454	1	1.0%
0.0034615384615384	1	1.0%
0.0037173913043478	1	1.0%
0.00375	1	1.0%
0.0037692307692307	1	1.0%
0.003775	1	1.0%

Value	Count	Frequency (%)
0.0052499999999999	1	1.0%
0.0049607843137254	1	1.0%
0.0047647058823529	1	1.0%
0.0045526315789473	1	1.0%
0.0045217391304347	1	1.0%
0.0045	1	1.0%
0.0044054054054054	1	1.0%
0.0043333333333333	1	1.0%
0.0042857142857142	1	1.0%
0.0042727272727272	1	1.0%

이산화질소 값
Real number (ℝ)

Distinct	95
Distinct (%)	95.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.013980272

Minimum	0.013454545
Maximum	0.016
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0.013454545
5-th percentile	0.013583114
Q1	0.013856786
median	0.013946657
Q3	0.014072874
95-th percentile	0.014310527
Maximum	0.016
Range	0.0025454545
Interquartile range (IQR)	0.000216088

Descriptive statistics

Standard deviation	0.0002972431
Coefficient of variation (CV)	0.021261611
Kurtosis	20.965852
Mean	0.013980272
Median Absolute Deviation (MAD)	0.00010779221
Skewness	3.2435319
Sum	1.3980272
Variance	8.8353459 × 10^-8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0138461538461538	3	3.0%
0.0140869565217391	2	2.0%
0.0136428571428571	2	2.0%
0.01425	2	2.0%
0.0138590476190475	1	1.0%
0.0142247191011235	1	1.0%
0.0138844221105527	1	1.0%
0.0140671140939597	1	1.0%
0.0144583333333333	1	1.0%
0.0134999999999999	1	1.0%
Other values (85)	85	85.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0134545454545454	1	1.0%
0.0134901960784313	1	1.0%
0.0134999999999999	1	1.0%
0.0135405405405405	1	1.0%
0.013578947368421	1	1.0%
0.0135833333333333	1	1.0%
0.0135904761904761	1	1.0%
0.0136249999999999	1	1.0%
0.0136428571428571	2	2.0%
0.0136967741935483	1	1.0%

Value	Count	Frequency (%)
0.016	1	1.0%
0.0146923076923076	1	1.0%
0.0145454545454545	1	1.0%
0.0144583333333333	1	1.0%
0.0143255813953488	1	1.0%
0.0143097345132743	1	1.0%
0.0143023255813953	1	1.0%
0.0142666666666666	1	1.0%
0.0142558139534883	1	1.0%
0.01425	2	2.0%

일산화탄소 값
Real number (ℝ)

Distinct	97
Distinct (%)	97.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.25570049

Minimum	0.057922078
Maximum	1.97875
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0.057922078
5-th percentile	0.10701607
Q1	0.19695339
median	0.23071429
Q3	0.26208444
95-th percentile	0.46952877
Maximum	1.97875
Range	1.9208279
Interquartile range (IQR)	0.065131053

Descriptive statistics

Standard deviation	0.20126986
Coefficient of variation (CV)	0.78713131
Kurtosis	55.46924
Mean	0.25570049
Median Absolute Deviation (MAD)	0.033922898
Skewness	6.7623354
Sum	25.570049
Variance	0.040509557
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.2363636363636363	2	2.0%
0.2999999999999999	2	2.0%
0.3	2	2.0%
0.2784761904761874	1	1.0%
0.8214285714285714	1	1.0%
0.1943298969072167	1	1.0%
0.2607142857142858	1	1.0%
0.2120603015075378	1	1.0%
0.261073825503356	1	1.0%
0.0791666666666666	1	1.0%
Other values (87)	87	87.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0579220779220779	1	1.0%
0.0652173913043478	1	1.0%
0.0791666666666666	1	1.0%
0.0980392156862743	1	1.0%
0.1046070460704605	1	1.0%
0.1071428571428571	1	1.0%
0.1337837837837837	1	1.0%
0.1404761904761904	1	1.0%
0.14375	1	1.0%
0.146985815602836	1	1.0%

Value	Count	Frequency (%)
1.978750000000003	1	1.0%
0.8214285714285714	1	1.0%
0.5919999999999994	1	1.0%
0.5918918918918922	1	1.0%
0.4937499999999999	1	1.0%
0.4682539682539741	1	1.0%
0.3	2	2.0%
0.2999999999999999	2	2.0%
0.2970833333333347	1	1.0%
0.294871794871795	1	1.0%

pm2.5 값
Real number (ℝ)

Distinct	99
Distinct (%)	99.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	43.603389

Minimum	0
Maximum	123.23009
Zeros	1
Zeros (%)	1.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	15.041274
Q1	27
median	41.196248
Q3	55.508621
95-th percentile	78.767674
Maximum	123.23009
Range	123.23009
Interquartile range (IQR)	28.508621

Descriptive statistics

Standard deviation	22.217532
Coefficient of variation (CV)	0.50953682
Kurtosis	0.90868609
Mean	43.603389
Median Absolute Deviation (MAD)	14.196248
Skewness	0.77956433
Sum	4360.3389
Variance	493.61873
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
27.0	2	2.0%
28.698795180722893	1	1.0%
17.61111111111111	1	1.0%
66.8273381294964	1	1.0%
45.12244897959184	1	1.0%
29.52173913043478	1	1.0%
0.0	1	1.0%
17.28846153846154	1	1.0%
23.049180327868854	1	1.0%
63.3125	1	1.0%
Other values (89)	89	89.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1	1.0%
8.636363636363637	1	1.0%
13.318181818181818	1	1.0%
14.55072463768116	1	1.0%
14.75	1	1.0%
15.056603773584904	1	1.0%
15.711340206185566	1	1.0%
16.5	1	1.0%
16.666666666666668	1	1.0%
17.28846153846154	1	1.0%

Value	Count	Frequency (%)
123.23008849557522	1	1.0%
100.0	1	1.0%
99.46666666666668	1	1.0%
90.13186813186812	1	1.0%
81.95348837209302	1	1.0%
78.6	1	1.0%
78.09677419354838	1	1.0%
76.0909090909091	1	1.0%
73.84615384615384	1	1.0%
73.03488372093024	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	50.947344

Minimum	5.375
Maximum	144.9823
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	5.375
5-th percentile	18.248821
Q1	32.69252
median	49.399841
Q3	64.571052
95-th percentile	90.171279
Maximum	144.9823
Range	139.6073
Interquartile range (IQR)	31.878532

Descriptive statistics

Standard deviation	25.333334
Coefficient of variation (CV)	0.49724543
Kurtosis	1.3154428
Mean	50.947344
Median Absolute Deviation (MAD)	16.764801
Skewness	0.90128317
Sum	5094.7344
Variance	641.77781
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
32.52008032128514	1	1.0%
35.42424242424242	1	1.0%
76.53237410071942	1	1.0%
33.0	1	1.0%
51.70068027210884	1	1.0%
39.391304347826086	1	1.0%
5.375	1	1.0%
20.57692307692308	1	1.0%
27.295081967213115	1	1.0%
71.64583333333333	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5.375	1	1.0%
15.0	1	1.0%
17.136363636363637	1	1.0%
17.558823529411764	1	1.0%
18.22641509433962	1	1.0%
18.25	1	1.0%
18.463917525773194	1	1.0%
20.33980582524272	1	1.0%
20.35897435897436	1	1.0%
20.53672316384181	1	1.0%

Value	Count	Frequency (%)
144.98230088495575	1	1.0%
119.74285714285716	1	1.0%
116.66666666666669	1	1.0%
107.63736263736264	1	1.0%
95.32558139534883	1	1.0%
89.9	1	1.0%
85.71808510638297	1	1.0%
85.62790697674419	1	1.0%
85.22727272727273	1	1.0%
84.38461538461539	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	1.2374325

Minimum	0.60188679
Maximum	10.98375
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0.60188679
5-th percentile	0.6784879
Q1	0.7764235
median	0.86087398
Q3	1.0590746
95-th percentile	3.6190195
Maximum	10.98375
Range	10.381863
Interquartile range (IQR)	0.28265112

Descriptive statistics

Standard deviation	1.3553468
Coefficient of variation (CV)	1.0952895
Kurtosis	29.438756
Mean	1.2374325
Median Absolute Deviation (MAD)	0.11973441
Skewness	5.000891
Sum	123.74325
Variance	1.836965
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.2179047619047614	1	1.0%
1.1839999999999995	1	1.0%
1.2935714285714273	1	1.0%
0.7396984924623088	1	1.0%
1.8147651006711405	1	1.0%
0.8583333333333337	1	1.0%
1.0875	1	1.0%
0.9301886792452836	1	1.0%
0.9426229508196724	1	1.0%
0.7793814432989692	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.6018867924528291	1	1.0%
0.620833333333333	1	1.0%
0.6323529411764717	1	1.0%
0.6329512893982767	1	1.0%
0.6375	1	1.0%
0.6806451612903226	1	1.0%
0.6855172413793093	1	1.0%
0.7040816326530612	1	1.0%
0.7108108108108108	1	1.0%
0.7184210526315796	1	1.0%

Value	Count	Frequency (%)
10.983750000000002	1	1.0%
5.909999999999999	1	1.0%
5.678181818181812	1	1.0%
5.170192307692316	1	1.0%
4.064835164835168	1	1.0%
3.5955555555555474	1	1.0%
2.512749003984066	1	1.0%
1.8147651006711405	1	1.0%
1.638412698412705	1	1.0%
1.6185185185185191	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	15.277832

Minimum	9.0773585
Maximum	25.847368
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	9.0773585
5-th percentile	10.494786
Q1	12.870499
median	14.539751
Q3	17.46332
95-th percentile	21.660931
Maximum	25.847368
Range	16.77001
Interquartile range (IQR)	4.5928209

Descriptive statistics

Standard deviation	3.4553275
Coefficient of variation (CV)	0.22616609
Kurtosis	0.55157038
Mean	15.277832
Median Absolute Deviation (MAD)	2.1709091
Skewness	0.78315065
Sum	1527.7832
Variance	11.939288
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14.937523809523798	1	1.0%
19.23	1	1.0%
14.60785714285715	1	1.0%
16.131658291457303	1	1.0%
22.487248322147668	1	1.0%
15.016666666666673	1	1.0%
17.475	1	1.0%
11.515094339622648	1	1.0%
12.645901639344268	1	1.0%
15.730927835051542	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9.077358490566034	1	1.0%
9.821428571428571	1	1.0%
9.9	1	1.0%
10.2725	1	1.0%
10.39571428571428	1	1.0%
10.5	1	1.0%
10.628571428571425	1	1.0%
10.776448828606664	1	1.0%
11.195945945945942	1	1.0%
11.2	1	1.0%

Value	Count	Frequency (%)
25.84736842105264	1	1.0%
25.65999999999999	1	1.0%
23.81052631578948	1	1.0%
22.487248322147668	1	1.0%
21.773626373626364	1	1.0%
21.654999999999998	1	1.0%
20.65333333333334	1	1.0%
20.170833333333334	1	1.0%
20.087421383647783	1	1.0%
20.058333333333326	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	27.989289

Minimum	11.438961
Maximum	59.027027
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	11.438961
5-th percentile	14.740424
Q1	20.337285
median	26.385
Q3	32.63049
95-th percentile	53.999186
Maximum	59.027027
Range	47.588066
Interquartile range (IQR)	12.293205

Descriptive statistics

Standard deviation	10.752212
Coefficient of variation (CV)	0.38415452
Kurtosis	1.0826297
Mean	27.989289
Median Absolute Deviation (MAD)	6.1291128
Skewness	1.0776209
Sum	2798.9289
Variance	115.61007
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
37.98857142857143	1	1.0%
26.27	1	1.0%
53.9	1	1.0%
15.472361809045228	1	1.0%
24.845637583892614	1	1.0%
17.75	1	1.0%
35.25	1	1.0%
17.69811320754717	1	1.0%
20.42622950819672	1	1.0%
18.742268041237114	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
11.43896103896104	1	1.0%
12.883720930232558	1	1.0%
13.130434782608695	1	1.0%
13.5531914893617	1	1.0%
14.461538461538462	1	1.0%
14.755102040816327	1	1.0%
15.0	1	1.0%
15.263157894736842	1	1.0%
15.472361809045228	1	1.0%
15.882352941176473	1	1.0%

Value	Count	Frequency (%)
59.02702702702703	1	1.0%
57.92	1	1.0%
56.95454545454545	1	1.0%
56.01515151515152	1	1.0%
55.88372093023256	1	1.0%
53.9	1	1.0%
49.208333333333336	1	1.0%
46.91011235955056	1	1.0%
43.50476190476191	1	1.0%
42.90909090909091	1	1.0%

대기압 값
Real number (ℝ)

Distinct	99
Distinct (%)	99.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	101349.35

Minimum	101338.95
Maximum	101364.62
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	101338.95
5-th percentile	101342.41
Q1	101347.61
median	101349.36
Q3	101351.19
95-th percentile	101354.68
Maximum	101364.62
Range	25.6715
Interquartile range (IQR)	3.584975

Descriptive statistics

Standard deviation	4.0203355
Coefficient of variation (CV)	3.9668093 × 10^-5
Kurtosis	2.167997
Mean	101349.35
Median Absolute Deviation (MAD)	1.8396
Skewness	0.52509294
Sum	10134935
Variance	16.163097
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
101353.0	2	2.0%
101345.0	1	1.0%
101351.4429	1	1.0%
101350.9296	1	1.0%
101352.7047	1	1.0%
101341.9167	1	1.0%
101342.0	1	1.0%
101350.0566	1	1.0%
101349.459	1	1.0%
101346.2371	1	1.0%
Other values (89)	89	89.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
101338.9535	1	1.0%
101341.9167	1	1.0%
101341.9189	1	1.0%
101342.0	1	1.0%
101342.0714	1	1.0%
101342.425	1	1.0%
101342.9875	1	1.0%
101343.25	1	1.0%
101343.3043	1	1.0%
101343.3619	1	1.0%

Value	Count	Frequency (%)
101364.625	1	1.0%
101361.6364	1	1.0%
101358.4783	1	1.0%
101356.5116	1	1.0%
101356.2727	1	1.0%
101354.5946	1	1.0%
101354.3922	1	1.0%
101354.3019	1	1.0%
101354.2326	1	1.0%
101354.0	1	1.0%

초미세먼지 지수
Real number (ℝ)

Distinct	8
Distinct (%)	8.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.47

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	5
median	6
Q3	7
95-th percentile	8
Maximum	8
Range	7
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.7434147
Coefficient of variation (CV)	0.31872299
Kurtosis	-0.27205262
Mean	5.47
Median Absolute Deviation (MAD)	1
Skewness	-0.68401595
Sum	547
Variance	3.0394949
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
7	25	25.0%
6	24	24.0%
5	19	19.0%
3	11	11.0%
8	8	8.0%
4	6	6.0%
2	5	5.0%
1	2	2.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	2	2.0%
2	5	5.0%
3	11	11.0%
4	6	6.0%
5	19	19.0%
6	24	24.0%
7	25	25.0%
8	8	8.0%

Value	Count	Frequency (%)
8	8	8.0%
7	25	25.0%
6	24	24.0%
5	19	19.0%
4	6	6.0%
3	11	11.0%
2	5	5.0%
1	2	2.0%

미세먼지 지수
Real number (ℝ)

Distinct	7
Distinct (%)	7.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.02

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	2
Q1	3
median	4
Q3	5
95-th percentile	6
Maximum	7
Range	6
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.5372808
Coefficient of variation (CV)	0.38240816
Kurtosis	-1.0266247
Mean	4.02
Median Absolute Deviation (MAD)	1
Skewness	-0.068200045
Sum	402
Variance	2.3632323
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
5	30	30.0%
2	22	22.0%
4	16	16.0%
3	14	14.0%
6	12	12.0%
7	4	4.0%
1	2	2.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	2	2.0%
2	22	22.0%
3	14	14.0%
4	16	16.0%
5	30	30.0%
6	12	12.0%
7	4	4.0%

Value	Count	Frequency (%)
7	4	4.0%
6	12	12.0%
5	30	30.0%
4	16	16.0%
3	14	14.0%
2	22	22.0%
1	2	2.0%

매출합계 지수
Categorical

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

2	45
3	28
4	24
5	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	4

Common Values

Value	Count	Frequency (%)
2	45	45.0%
3	28	28.0%
4	24	24.0%
5	3	3.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	45	45.0%
3	28	28.0%
4	24	24.0%
5	3	3.0%

매출건수 지수
Categorical

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

2	49
1	47
3	4

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	49	49.0%
1	47	47.0%
3	4	4.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	49	49.0%
1	47	47.0%
3	4	4.0%

통합 인덱스
Categorical

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

4	43
3	26
5	16
2	14
1	1

Length

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

Unique

Unique	1 ?
Unique (%)	1.0%

Sample

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

Common Values

Value	Count	Frequency (%)
4	43	43.0%
3	26	26.0%
5	16	16.0%
2	14	14.0%
1	1	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
4	43	43.0%
3	26	26.0%
5	16	16.0%
2	14	14.0%
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	2019-02-19	1	1721	02.여성	20대	18500	7	7	35	0.003933	0.013859	0.278476	28.698795	32.52008	1.217905	14.937524	37.988571	101349.1581	5	3	2	2	3
1	2201054010001	2019-02-26	1	1721	02.여성	20대	18500	7	7	35	0.00397	0.014024	0.104607	37.326087	45.934783	1.244986	14.972358	37.230352	101351.9919	5	4	2	2	3
2	2201054010001	2019-02-05	1	1721	02.여성	20대	18500	7	7	35	0.00397	0.013894	0.196467	24.680352	30.803519	0.841848	12.911141	25.203804	101350.0163	4	2	2	2	3
3	2201054010001	2019-02-12	1	1721	02.여성	20대	18500	7	7	35	0.004035	0.013996	0.254624	33.58427	38.72784	0.839211	10.776449	22.607891	101350.7201	5	3	2	2	3
4	2201054020001	2019-02-13	1	2124	01.남성	20대	110000	24	18	9	0.0033	0.0139	0.23	78.6	89.9	5.91	13.3	22.0	101348.1	8	6	4	3	5
5	2201054020001	2019-02-20	1	2124	01.남성	20대	110000	24	18	9	0.004273	0.014545	0.236364	46.727273	52.636364	0.818182	14.218182	42.909091	101356.2727	6	5	4	3	5
6	2201054020001	2019-02-06	1	2124	01.남성	20대	110000	24	18	9	0.003455	0.013818	0.3	8.636364	15.0	0.836364	13.527273	30.909091	101361.6364	1	1	4	3	2
7	2201054020001	2019-02-27	1	2124	01.남성	20대	110000	24	18	9	0.003875	0.01425	0.2875	44.775	38.85	0.745	21.655	37.825	101348.575	6	3	4	3	4
8	2201054020002	2019-02-14	1	6	02.여성	20대	21400	5	4	14	0.004132	0.013947	0.155263	43.486486	50.27027	0.718421	12.736842	29.631579	101346.0	6	4	2	2	4
9	2201054020002	2019-02-07	1	6	02.여성	20대	21400	5	4	14	0.004012	0.014113	0.21375	39.6375	46.15	0.965	17.09375	23.8125	101342.9875	6	4	2	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	2201059020101	2019-02-04	1	1721	02.여성	30대	411000	4	4	2	0.004961	0.01349	0.170588	16.5	20.74	0.884314	13.590196	34.313725	101354.3922	3	2	4	1	3
91	2201059020101	2019-02-25	1	1721	02.여성	30대	411000	4	4	2	0.004553	0.014184	0.260526	54.833333	63.194444	0.815789	25.847368	19.052632	101351.1842	7	5	4	1	4
92	2201059030001	2019-02-23	1	6	02.여성	20대	44380	6	6	0	0.004043	0.013995	0.224286	45.688995	55.3125	1.072381	16.893333	34.990476	101347.8238	6	5	2	2	4
93	2201059030001	2019-02-16	1	6	02.여성	20대	44380	6	6	0	0.004248	0.013931	0.204828	64.985401	71.824818	0.685517	13.151724	25.206897	101347.9586	7	5	2	2	4
94	2201059030001	2019-02-09	1	6	02.여성	20대	44380	6	6	0	0.004054	0.014135	0.133784	14.550725	17.558824	0.839189	11.195946	16.378378	101350.5541	2	2	2	2	2
95	2201059030001	2019-02-02	1	6	02.여성	20대	44380	6	6	0	0.003987	0.014075	1.97875	52.037975	61.481013	10.98375	11.76125	38.475	101342.425	7	5	2	2	4
96	2201059030002	2019-02-15	1	611	02.여성	20대	17520	5	5	11	0.003861	0.014016	0.199203	69.508	78.620968	2.512749	17.285259	30.87251	101350.4582	7	6	2	2	4
97	2201059030002	2019-02-22	1	611	02.여성	20대	17520	5	5	11	0.004044	0.013846	0.268132	90.131868	107.637363	4.064835	14.296703	36.461538	101352.1538	8	7	2	2	5
98	2201059030002	2019-02-08	1	611	02.여성	20대	17520	5	5	11	0.003837	0.013904	0.197115	17.699029	20.339806	5.170192	13.474038	22.038462	101346.9904	3	2	2	2	2
99	2201059030002	2019-02-01	1	611	02.여성	20대	17520	5	5	11	0.00402	0.013912	0.252941	15.71134	18.463918	0.735294	11.407843	30.77451	101349.9412	2	2	2	2	2

Overview

Variables

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Sample