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	14
Categorical	10

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
`온도 값` has unique values	Unique
`습도 값` has unique values	Unique
`의료기관/제약업종 업체수` has 5 (5.0%) zeros	Zeros

Reproduction

Analysis started	2023-12-10 11:25:03.397429
Analysis finished	2023-12-10 11:25:04.282126
Duration	0.88 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	2.2010558 × 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	5010100
Interquartile range (IQR)	2000000

Descriptive statistics

Standard deviation	1818908.5
Coefficient of variation (CV)	8.2637999 × 10^-7
Kurtosis	-0.65449006
Mean	2.2010558 × 10¹²
Median Absolute Deviation (MAD)	1979998.5
Skewness	0.7385991
Sum	2.2010558 × 10¹⁴
Variance	3.308428 × 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%
2201056040001	5	5.0%
2201056030002	5	5.0%
2201056020001	5	5.0%
2201056010002	5	5.0%
2201059020002	4	4.0%
2201059010002	4	4.0%
Other values (15)	52	52.0%

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	4	4.0%
2201054030002	4	4.0%
2201054030003	4	4.0%
2201054030004	4	4.0%
2201054030005	4	4.0%
2201054030006	2	2.0%

Value	Count	Frequency (%)
2201059020101	1	1.0%
2201059020002	4	4.0%
2201059020001	5	5.0%
2201059010002	4	4.0%
2201059010001	5	5.0%
2201056040001	5	5.0%
2201056030002	5	5.0%
2201056030001	4	4.0%
2201056020001	5	5.0%
2201056010201	4	4.0%

등록날짜
Categorical

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

2019-05-26	5
2019-05-02	5
2019-05-10	5
2019-05-05	5
2019-05-12	5
Other values (25)	75

Length

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

Unique

Unique	4 ?
Unique (%)	4.0%

Sample

1st row	2019-05-09
2nd row	2019-05-30
3rd row	2019-05-02
4th row	2019-05-23
5th row	2019-05-16

Common Values

Value	Count	Frequency (%)
2019-05-26	5	5.0%
2019-05-02	5	5.0%
2019-05-10	5	5.0%
2019-05-05	5	5.0%
2019-05-12	5	5.0%
2019-05-19	5	5.0%
2019-05-30	4	4.0%
2019-05-16	4	4.0%
2019-05-23	4	4.0%
2019-05-09	4	4.0%
Other values (20)	54	54.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2019-05-26	5	5.0%
2019-05-10	5	5.0%
2019-05-05	5	5.0%
2019-05-12	5	5.0%
2019-05-19	5	5.0%
2019-05-02	5	5.0%
2019-05-08	4	4.0%
2019-05-15	4	4.0%
2019-05-22	4	4.0%
2019-05-29	4	4.0%
Other values (20)	54	54.0%

개인기업구분코드
Categorical

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

1	76
2	24

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	76	76.0%
2	24	24.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	76	76.0%
2	24	24.0%

승인시간대
Categorical

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

1417	31
1721	29
1114	27
2124	9
611	4

Length

Max length	4
Median length	4
Mean length	3.96
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1114
2nd row	1114
3rd row	1114
4th row	1114
5th row	1114

Common Values

Value	Count	Frequency (%)
1417	31	31.0%
1721	29	29.0%
1114	27	27.0%
2124	9	9.0%
611	4	4.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1417	31	31.0%
1721	29	29.0%
1114	27	27.0%
2124	9	9.0%
611	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	29
03.기업	24

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	47	47.0%
01.남성	29	29.0%
03.기업	24	24.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
02.여성	47	47.0%
01.남성	29	29.0%
03.기업	24	24.0%

연령대구분
Categorical

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

20대	38
기타	24
30대	22
60대이상	8
40대	8

Length

Max length	5
Median length	3
Mean length	2.92
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	38	38.0%
기타	24	24.0%
30대	22	22.0%
60대이상	8	8.0%
40대	8	8.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
20대	38	38.0%
기타	24	24.0%
30대	22	22.0%
60대이상	8	8.0%
40대	8	8.0%

매출합계
Real number (ℝ)

Distinct	25
Distinct (%)	25.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	66711

Minimum	9550
Maximum	248680
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	9550
5-th percentile	13500
Q1	29000
median	35580
Q3	77000
95-th percentile	173934
Maximum	248680
Range	239130
Interquartile range (IQR)	48000

Descriptive statistics

Standard deviation	61447.51
Coefficient of variation (CV)	0.92110012
Kurtosis	1.8771115
Mean	66711
Median Absolute Deviation (MAD)	22080
Skewness	1.5718091
Sum	6671100
Variance	3.7757965 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
15000	5	5.0%
35100	5	5.0%
33000	5	5.0%
248680	5	5.0%
62350	5	5.0%
62610	5	5.0%
77000	5	5.0%
170000	5	5.0%
35580	4	4.0%
113700	4	4.0%
Other values (15)	52	52.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9550	4	4.0%
13500	4	4.0%
14000	4	4.0%
15000	5	5.0%
16000	4	4.0%
26200	1	1.0%
29000	4	4.0%
29550	4	4.0%
32100	4	4.0%
32900	4	4.0%

Value	Count	Frequency (%)
248680	5	5.0%
170000	5	5.0%
157000	4	4.0%
135500	2	2.0%
113700	4	4.0%
103500	4	4.0%
77000	5	5.0%
67420	4	4.0%
62610	5	5.0%
62350	5	5.0%

매출건수
Real number (ℝ)

Distinct	6
Distinct (%)	6.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.33

Minimum	3
Maximum	9
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	9
Range	6
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.5766926
Coefficient of variation (CV)	0.36413224
Kurtosis	1.1010825
Mean	4.33
Median Absolute Deviation (MAD)	1
Skewness	1.2826303
Sum	433
Variance	2.4859596
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
3	40	40.0%
4	30	30.0%
6	17	17.0%
7	5	5.0%
5	4	4.0%
9	4	4.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	40	40.0%
4	30	30.0%
5	4	4.0%
6	17	17.0%
7	5	5.0%
9	4	4.0%

Value	Count	Frequency (%)
9	4	4.0%
7	5	5.0%
6	17	17.0%
5	4	4.0%
4	30	30.0%
3	40	40.0%

회원수
Categorical

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

3	49
4	34
5	8
6	5
8	4

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
3	49	49.0%
4	34	34.0%
5	8	8.0%
6	5	5.0%
8	4	4.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	49	49.0%
4	34	34.0%
5	8	8.0%
6	5	5.0%
8	4	4.0%

의료기관/제약업종 업체수
Real number (ℝ)

ZEROS

Distinct	15
Distinct (%)	15.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	18.84

Minimum	0
Maximum	113
Zeros	5
Zeros (%)	5.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.95
Q1	3
median	8
Q3	19
95-th percentile	81.65
Maximum	113
Range	113
Interquartile range (IQR)	16

Descriptive statistics

Standard deviation	28.187224
Coefficient of variation (CV)	1.4961372
Kurtosis	4.8487837
Mean	18.84
Median Absolute Deviation (MAD)	6
Skewness	2.3624754
Sum	1884
Variance	794.5196
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
14	12	12.0%
3	12	12.0%
1	10	10.0%
2	9	9.0%
19	9	9.0%
37	5	5.0%
9	5	5.0%
0	5	5.0%
113	5	5.0%
27	5	5.0%
Other values (5)	23	23.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5	5.0%
1	10	10.0%
2	9	9.0%
3	12	12.0%
5	5	5.0%
6	5	5.0%
7	4	4.0%
9	5	5.0%
14	12	12.0%
17	4	4.0%

Value	Count	Frequency (%)
113	5	5.0%
80	5	5.0%
37	5	5.0%
27	5	5.0%
19	9	9.0%
17	4	4.0%
14	12	12.0%
9	5	5.0%
7	4	4.0%
6	5	5.0%

아황산가스 값
Real number (ℝ)

Distinct	95
Distinct (%)	95.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0039851445

Minimum	0.003
Maximum	0.006
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0.003
5-th percentile	0.0034988095
Q1	0.0038867829
median	0.0039660025
Q3	0.0040448196
95-th percentile	0.0043166667
Maximum	0.006
Range	0.003
Interquartile range (IQR)	0.00015803665

Descriptive statistics

Standard deviation	0.00033162665
Coefficient of variation (CV)	0.083215715
Kurtosis	17.98863
Mean	0.0039851445
Median Absolute Deviation (MAD)	7.9575815 × 10^-5
Skewness	2.7255613
Sum	0.39851445
Variance	1.0997623 × 10^-7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.004	4	4.0%
0.003875	2	2.0%
0.0038571428571428	2	2.0%
0.0040743801652892	1	1.0%
0.0037777777777777	1	1.0%
0.003910447761194	1	1.0%
0.00409375	1	1.0%
0.0037615384615384	1	1.0%
0.0039304347826086	1	1.0%
0.0040576923076923	1	1.0%
Other values (85)	85	85.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0029999999999999	1	1.0%
0.003125	1	1.0%
0.0033333333333333	1	1.0%
0.0034615384615384	1	1.0%
0.0034761904761904	1	1.0%
0.0035	1	1.0%
0.0037319587628866	1	1.0%
0.0037615384615384	1	1.0%
0.0037777777777777	1	1.0%
0.0037972972972973	1	1.0%

Value	Count	Frequency (%)
0.006	1	1.0%
0.0055	1	1.0%
0.0045	1	1.0%
0.0043478260869565	1	1.0%
0.0043333333333333	1	1.0%
0.0043157894736842	1	1.0%
0.0042368421052631	1	1.0%
0.004195652173913	1	1.0%
0.0041834319526627	1	1.0%
0.0041666666666666	1	1.0%

이산화질소 값
Real number (ℝ)

Distinct	99
Distinct (%)	99.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.013968277

Minimum	0.013166667
Maximum	0.016
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0.013166667
5-th percentile	0.013629398
Q1	0.013819196
median	0.013974605
Q3	0.014044872
95-th percentile	0.014417949
Maximum	0.016
Range	0.0028333333
Interquartile range (IQR)	0.00022567537

Descriptive statistics

Standard deviation	0.00029773045
Coefficient of variation (CV)	0.021314759
Kurtosis	21.558202
Mean	0.013968277
Median Absolute Deviation (MAD)	0.00010333049
Skewness	3.147135
Sum	1.3968277
Variance	8.8643422 × 10^-8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.014	2	2.0%
0.0138760330578512	1	1.0%
0.0139949367088607	1	1.0%
0.0138521739130434	1	1.0%
0.0144423076923077	1	1.0%
0.0140608108108108	1	1.0%
0.0139375	1	1.0%
0.014027027027027	1	1.0%
0.0144444444444444	1	1.0%
0.0139430147058822	1	1.0%
Other values (89)	89	89.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0131666666666666	1	1.0%
0.0134482758620689	1	1.0%
0.0135384615384615	1	1.0%
0.0136153846153846	1	1.0%
0.0136249999999999	1	1.0%
0.0136296296296296	1	1.0%
0.0136315789473684	1	1.0%
0.0136666666666666	1	1.0%
0.0136739130434782	1	1.0%
0.0136923076923076	1	1.0%

Value	Count	Frequency (%)
0.016	1	1.0%
0.0145	1	1.0%
0.0144999999999999	1	1.0%
0.0144444444444444	1	1.0%
0.0144423076923077	1	1.0%
0.0144166666666666	1	1.0%
0.0144	1	1.0%
0.0143529411764705	1	1.0%
0.0142142857142857	1	1.0%
0.0142	1	1.0%

일산화탄소 값
Real number (ℝ)

Distinct	98
Distinct (%)	98.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.34168087

Minimum	0.052941176
Maximum	1.8382979
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0.052941176
5-th percentile	0.19335609
Q1	0.23729167
median	0.2619457
Q3	0.29608221
95-th percentile	0.97491784
Maximum	1.8382979
Range	1.7853567
Interquartile range (IQR)	0.058790548

Descriptive statistics

Standard deviation	0.28614549
Coefficient of variation (CV)	0.8374642
Kurtosis	14.244028
Mean	0.34168087
Median Absolute Deviation (MAD)	0.026978866
Skewness	3.6838652
Sum	34.168087
Variance	0.081879243
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.2461538461538461	2	2.0%
0.3	2	2.0%
0.2276859504132225	1	1.0%
0.3343511450381697	1	1.0%
0.5569230769230776	1	1.0%
0.2556521739130437	1	1.0%
0.2615384615384614	1	1.0%
0.2797297297297294	1	1.0%
0.2712500000000002	1	1.0%
0.2351351351351352	1	1.0%
Other values (88)	88	88.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0529411764705882	1	1.0%
0.157142857142857	1	1.0%
0.1823529411764706	1	1.0%
0.186206896551724	1	1.0%
0.1928571428571428	1	1.0%
0.1933823529411762	1	1.0%
0.1948529411764707	1	1.0%
0.2	1	1.0%
0.2038639876352387	1	1.0%
0.2083916083916085	1	1.0%

Value	Count	Frequency (%)
1.838297872340425	1	1.0%
1.71578947368421	1	1.0%
1.4090000000000056	1	1.0%
1.1828402366863962	1	1.0%
1.0210572687224575	1	1.0%
0.9724894514767716	1	1.0%
0.7976190476190477	1	1.0%
0.6650943396226415	1	1.0%
0.6054054054054054	1	1.0%
0.5569230769230776	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	18.922892

Minimum	0
Maximum	60
Zeros	1
Zeros (%)	1.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	4.1812745
Q1	10.518443
median	16.382812
Q3	26.554829
95-th percentile	37.893108
Maximum	60
Range	60
Interquartile range (IQR)	16.036386

Descriptive statistics

Standard deviation	11.515173
Coefficient of variation (CV)	0.60853138
Kurtosis	0.70272594
Mean	18.922892
Median Absolute Deviation (MAD)	7.630692
Skewness	0.84514335
Sum	1892.2892
Variance	132.59922
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9.334710743801653	1	1.0%
8.6609375	1	1.0%
14.469565217391304	1	1.0%
18.99090909090909	1	1.0%
19.725490196078432	1	1.0%
14.743243243243244	1	1.0%
18.7875	1	1.0%
5.735294117647059	1	1.0%
9.070175438596491	1	1.0%
1.0	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1	1.0%
1.0	1	1.0%
2.6885245901639343	1	1.0%
3.125	1	1.0%
3.9	1	1.0%
4.196078431372549	1	1.0%
4.305747126436781	1	1.0%
5.192982456140351	1	1.0%
5.2	1	1.0%
5.384615384615385	1	1.0%

Value	Count	Frequency (%)
60.0	1	1.0%
49.91111111111111	1	1.0%
41.333333333333336	1	1.0%
40.51351351351352	1	1.0%
38.50684931506849	1	1.0%
37.86080586080586	1	1.0%
37.82857142857143	1	1.0%
37.47482014388489	1	1.0%
36.972972972972975	1	1.0%
36.16666666666666	1	1.0%

pm10 값
Real number (ℝ)

Distinct	99
Distinct (%)	99.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21.182791

Minimum	0
Maximum	66
Zeros	1
Zeros (%)	1.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	4.8467816
Q1	12
median	18.390625
Q3	29.246124
95-th percentile	42.754344
Maximum	66
Range	66
Interquartile range (IQR)	17.246124

Descriptive statistics

Standard deviation	12.585136
Coefficient of variation (CV)	0.59412077
Kurtosis	0.58575716
Mean	21.182791
Median Absolute Deviation (MAD)	8.1084381
Skewness	0.78321873
Sum	2118.2791
Variance	158.38565
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12.0	2	2.0%
11.057851239669422	1	1.0%
25.054856115107917	1	1.0%
20.6	1	1.0%
21.176470588235293	1	1.0%
16.486486486486488	1	1.0%
20.6375	1	1.0%
6.911764705882353	1	1.0%
10.929824561403509	1	1.0%
1.148148148148148	1	1.0%
Other values (89)	89	89.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1	1.0%
1.148148148148148	1	1.0%
3.1639344262295084	1	1.0%
3.375	1	1.0%
4.6	1	1.0%
4.8597701149425285	1	1.0%
5.0	1	1.0%
5.733333333333333	1	1.0%
5.859649122807017	1	1.0%
6.029220779220779	1	1.0%

Value	Count	Frequency (%)
66.0	1	1.0%
52.82222222222222	1	1.0%
45.2962962962963	1	1.0%
44.41891891891892	1	1.0%
42.97260273972603	1	1.0%
42.74285714285714	1	1.0%
41.70223752151463	1	1.0%
41.443223443223445	1	1.0%
41.391891891891895	1	1.0%
40.78417266187051	1	1.0%

휘발성유기화합물 값
Real number (ℝ)

Distinct	98
Distinct (%)	98.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.7544152

Minimum	0.7
Maximum	27.09
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0.7
5-th percentile	0.93333333
Q1	1.6502741
median	3.2283451
Q3	6.3318247
95-th percentile	13.582533
Maximum	27.09
Range	26.39
Interquartile range (IQR)	4.6815507

Descriptive statistics

Standard deviation	4.8502704
Coefficient of variation (CV)	1.0201613
Kurtosis	7.4118562
Mean	4.7544152
Median Absolute Deviation (MAD)	1.947328
Skewness	2.4429783
Sum	475.44152
Variance	23.525123
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.1	2	2.0%
0.9333333333333332	2	2.0%
8.69421487603304	1	1.0%
3.963846153846162	1	1.0%
3.923478260869568	1	1.0%
6.776923076923084	1	1.0%
1.1027027027027003	1	1.0%
4.193750000000016	1	1.0%
2.645945945945945	1	1.0%
1.0877192982456148	1	1.0%
Other values (88)	88	88.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.7	1	1.0%
0.7538461538461536	1	1.0%
0.9094594594594594	1	1.0%
0.9307692307692306	1	1.0%
0.9333333333333332	2	2.0%
0.9718750000000004	1	1.0%
0.9904761904761908	1	1.0%
1.0075471698113203	1	1.0%
1.0424107142857193	1	1.0%
1.0597560975609757	1	1.0%

Value	Count	Frequency (%)
27.090000000000003	1	1.0%
25.795423340961133	1	1.0%
19.894117647058827	1	1.0%
14.642682926829272	1	1.0%
14.010666666666644	1	1.0%
13.560000000000002	1	1.0%
12.843044619422615	1	1.0%
12.40250896057346	1	1.0%
12.353571428571426	1	1.0%
11.346296296296291	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	35.450513

Minimum	24.699018
Maximum	50.466504
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	24.699018
5-th percentile	26.738471
Q1	30.837701
median	35.055717
Q3	39.034792
95-th percentile	45.417761
Maximum	50.466504
Range	25.767486
Interquartile range (IQR)	8.197091

Descriptive statistics

Standard deviation	5.6246075
Coefficient of variation (CV)	0.15866082
Kurtosis	-0.46502122
Mean	35.450513
Median Absolute Deviation (MAD)	4.2335071
Skewness	0.29117661
Sum	3545.0513
Variance	31.636209
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
26.74049586776861	1	1.0%
39.78248175182485	1	1.0%
36.690000000000026	1	1.0%
37.4265486725664	1	1.0%
41.97884615384616	1	1.0%
37.5587837837838	1	1.0%
37.37249999999998	1	1.0%
28.056756756756755	1	1.0%
30.79122807017544	1	1.0%
29.281481481481475	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
24.699017681728865	1	1.0%
25.92297297297299	1	1.0%
26.277664974619267	1	1.0%
26.646875000000005	1	1.0%
26.7	1	1.0%
26.74049586776861	1	1.0%
26.807142857142853	1	1.0%
27.46333333333333	1	1.0%
27.88695652173914	1	1.0%
28.056756756756755	1	1.0%

Value	Count	Frequency (%)
50.46650366748167	1	1.0%
47.7	1	1.0%
46.34142857142856	1	1.0%
46.28333333333333	1	1.0%
45.58999999999999	1	1.0%
45.40869565217392	1	1.0%
44.671428571428606	1	1.0%
44.1	1	1.0%
43.57173913043478	1	1.0%
43.053763440860216	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	28.009528

Minimum	9
Maximum	63.589189
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	9
5-th percentile	14.684037
Q1	20.124238
median	24.336729
Q3	31.754904
95-th percentile	57.272859
Maximum	63.589189
Range	54.589189
Interquartile range (IQR)	11.630666

Descriptive statistics

Standard deviation	12.513354
Coefficient of variation (CV)	0.44675349
Kurtosis	1.1147344
Mean	28.009528
Median Absolute Deviation (MAD)	5.7791442
Skewness	1.3241047
Sum	2800.9528
Variance	156.58403
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
22.115702479338843	1	1.0%
19.760932944606413	1	1.0%
25.646153846153847	1	1.0%
24.53043478260869	1	1.0%
27.46153846153846	1	1.0%
16.344594594594593	1	1.0%
26.9625	1	1.0%
60.83783783783784	1	1.0%
27.05263157894737	1	1.0%
57.25925925925926	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9.0	1	1.0%
9.96078431372549	1	1.0%
13.0	1	1.0%
13.434782608695652	1	1.0%
14.652173913043478	1	1.0%
14.685714285714283	1	1.0%
15.0625	1	1.0%
15.7	1	1.0%
16.344594594594593	1	1.0%
16.615384615384617	1	1.0%

Value	Count	Frequency (%)
63.58918918918919	1	1.0%
60.83783783783784	1	1.0%
60.625	1	1.0%
59.5	1	1.0%
57.53125	1	1.0%
57.25925925925926	1	1.0%
56.0	1	1.0%
54.91666666666666	1	1.0%
54.15384615384615	1	1.0%
53.43478260869565	1	1.0%

대기압 값
Real number (ℝ)

Distinct	99
Distinct (%)	99.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	101349.73

Minimum	101328.5
Maximum	101371.38
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	101328.5
5-th percentile	101342.87
Q1	101347.91
median	101349.28
Q3	101351.5
95-th percentile	101358.38
Maximum	101371.38
Range	42.875
Interquartile range (IQR)	3.588925

Descriptive statistics

Standard deviation	5.2159558
Coefficient of variation (CV)	5.1464921 × 10^-5
Kurtosis	5.5049188
Mean	101349.73
Median Absolute Deviation (MAD)	1.80245
Skewness	0.42474307
Sum	10134973
Variance	27.206195
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
101351.4375	2	2.0%
101346.1612	1	1.0%
101349.102	1	1.0%
101348.6609	1	1.0%
101344.25	1	1.0%
101349.7027	1	1.0%
101343.7625	1	1.0%
101354.3514	1	1.0%
101350.8772	1	1.0%
101351.9259	1	1.0%
Other values (89)	89	89.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
101328.5	1	1.0%
101339.0769	1	1.0%
101340.7647	1	1.0%
101340.8333	1	1.0%
101340.8966	1	1.0%
101342.9737	1	1.0%
101343.6	1	1.0%
101343.6852	1	1.0%
101343.7234	1	1.0%
101343.7625	1	1.0%

Value	Count	Frequency (%)
101371.375	1	1.0%
101364.75	1	1.0%
101364.25	1	1.0%
101360.1607	1	1.0%
101358.6857	1	1.0%
101358.3684	1	1.0%
101357.381	1	1.0%
101356.75	1	1.0%
101355.1341	1	1.0%
101354.3514	1	1.0%

초미세먼지 지수
Real number (ℝ)

Distinct	7
Distinct (%)	7.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.01

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	2
median	3
Q3	5
95-th percentile	5.05
Maximum	7
Range	6
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.5795089
Coefficient of variation (CV)	0.5247538
Kurtosis	-0.96167163
Mean	3.01
Median Absolute Deviation (MAD)	1
Skewness	0.43835008
Sum	301
Variance	2.4948485
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
2	30	30.0%
5	21	21.0%
1	18	18.0%
3	17	17.0%
4	9	9.0%
6	4	4.0%
7	1	1.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	18	18.0%
2	30	30.0%
3	17	17.0%
4	9	9.0%
5	21	21.0%
6	4	4.0%
7	1	1.0%

Value	Count	Frequency (%)
7	1	1.0%
6	4	4.0%
5	21	21.0%
4	9	9.0%
3	17	17.0%
2	30	30.0%
1	18	18.0%

미세먼지 지수
Categorical

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

2	40
1	39
3	12
4	7
5	2

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	3
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
2	40	40.0%
1	39	39.0%
3	12	12.0%
4	7	7.0%
5	2	2.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	40	40.0%
1	39	39.0%
3	12	12.0%
4	7	7.0%
5	2	2.0%

매출합계 지수
Categorical

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

2	49
4	24
3	23
1	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	2

Common Values

Value	Count	Frequency (%)
2	49	49.0%
4	24	24.0%
3	23	23.0%
1	4	4.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	49	49.0%
4	24	24.0%
3	23	23.0%
1	4	4.0%

매출건수 지수
Categorical

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

1	70
2	30

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	70	70.0%
2	30	30.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	70	70.0%
2	30	30.0%

통합 인덱스
Categorical

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

2	55
3	29
1	8
4	8

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

Common Values

Value	Count	Frequency (%)
2	55	55.0%
3	29	29.0%
1	8	8.0%
4	8	8.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	55	55.0%
3	29	29.0%
1	8	8.0%
4	8	8.0%

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	2019-05-09	2	1114	03.기업	기타	15000	4	4	37	0.004074	0.013876	0.227686	9.334711	11.057851	8.694215	26.740496	22.115702	101346.1612	2	1	2	1	2
1	2201054010001	2019-05-30	2	1114	03.기업	기타	15000	4	4	37	0.004028	0.013988	0.203864	5.780488	6.029221	2.021175	32.795209	20.989181	101349.2056	1	1	2	1	1
2	2201054010001	2019-05-02	2	1114	03.기업	기타	15000	4	4	37	0.003984	0.013998	0.262868	27.238956	32.401606	2.688802	24.699018	41.667976	101348.4558	5	3	2	1	3
3	2201054010001	2019-05-23	2	1114	03.기업	기타	15000	4	4	37	0.003984	0.013974	0.284346	12.351288	13.531616	1.878738	34.701402	26.116822	101347.25	2	1	2	1	2
4	2201054010001	2019-05-16	2	1114	03.기업	기타	15000	4	4	37	0.003987	0.013979	0.21471	10.978479	12.276901	2.536209	33.337341	32.089109	101349.7298	2	1	2	1	2
5	2201054020001	2019-05-23	1	2124	02.여성	20대	35100	6	6	9	0.003875	0.013625	0.275	16.75	18.75	1.95	42.1875	18.75	101364.25	3	2	2	2	2
6	2201054020001	2019-05-30	1	2124	02.여성	20대	35100	6	6	9	0.004237	0.013632	1.715789	15.394737	17.236842	3.678947	35.522857	30.142857	101358.3684	2	2	2	2	2
7	2201054020001	2019-05-02	1	2124	02.여성	20대	35100	6	6	9	0.003333	0.013667	0.233333	10.75	12.75	0.933333	46.283333	13.0	101340.8333	2	1	2	2	2
8	2201054020001	2019-05-16	1	2124	02.여성	20대	35100	6	6	9	0.004154	0.013615	0.246154	17.166667	18.5	1.7	36.846154	23.846154	101348.0769	3	2	2	2	2
9	2201054020001	2019-05-09	1	2124	02.여성	20대	35100	6	6	9	0.004074	0.01363	0.244444	20.037037	24.518519	1.874074	29.051852	18.888889	101346.3704	3	2	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	2201059020001	2019-05-15	2	1417	03.기업	기타	33000	7	4	80	0.004006	0.013983	0.217816	33.183908	36.086207	5.322989	36.924503	25.83908	101352.2356	5	3	2	2	3
91	2201059020001	2019-05-29	2	1417	03.기업	기타	33000	7	4	80	0.00411	0.01388	1.409	8.381188	9.752475	14.010667	42.521333	23.98	101348.2467	1	1	2	2	2
92	2201059020001	2019-05-08	2	1417	03.기업	기타	33000	7	4	80	0.003966	0.014002	0.240046	4.305747	4.85977	25.795423	50.466504	17.366133	101349.9863	1	1	2	2	2
93	2201059020001	2019-05-01	2	1417	03.기업	기타	33000	7	4	80	0.003966	0.013899	0.36229	20.384354	23.714286	3.743434	30.138047	28.969697	101347.5556	3	2	2	2	2
94	2201059020001	2019-05-22	2	1417	03.기업	기타	33000	7	4	80	0.003886	0.014076	0.236667	12.242857	13.419048	2.05619	34.537143	23.957143	101348.9286	2	1	2	2	2
95	2201059020002	2019-05-06	1	1721	01.남성	30대	35580	6	5	19	0.003971	0.014029	0.194853	7.147287	8.837209	2.011765	28.805882	30.455882	101351.8897	1	1	2	2	2
96	2201059020002	2019-05-20	1	1721	01.남성	30대	35580	6	5	19	0.003889	0.013968	0.214286	10.52459	12.0	1.553968	27.463333	39.984127	101357.381	2	1	2	2	2
97	2201059020002	2019-05-27	1	1721	01.남성	30대	35580	6	5	19	0.003938	0.013789	0.247826	5.981366	6.496894	2.328571	29.772671	51.149068	101350.3354	1	1	2	2	2
98	2201059020002	2019-05-13	1	1721	01.남성	30대	35580	6	5	19	0.004023	0.014057	0.294253	31.744186	35.55814	6.322989	32.341379	34.172414	101349.2874	5	3	2	2	3
99	2201059020101	2019-05-10	1	1417	02.여성	20대	26200	3	3	2	0.003732	0.013948	0.280412	24.478723	27.946809	4.82268	31.77732	20.43299	101351.8763	4	2	2	1	2

Overview

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Sample