gimi9 Pandas Profiling

Dataset statistics

Number of variables	51
Number of observations	2642
Missing cells	31854
Missing cells (%)	23.6%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.1 MiB
Average record size in memory	441.0 B

Variable types

Numeric	18
Categorical	18
Text	7
Unsupported	5
DateTime	1
Boolean	2

Dataset

Description	2021-06-01
Author	지방행정인허가공개데이터
URL	https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901050101123152

Alerts

`개방서비스명` has constant value ""	Constant
`개방서비스id` has constant value ""	Constant
`업태구분명` is highly imbalanced (93.7%)	Imbalance
`위생업태명` is highly imbalanced (93.7%)	Imbalance
`발한실여부` is highly imbalanced (99.5%)	Imbalance
`의자수` is highly imbalanced (53.2%)	Imbalance
`조건부허가시작일자` is highly imbalanced (98.9%)	Imbalance
`다중이용업소여부` is highly imbalanced (99.5%)	Imbalance
`인허가취소일자` has 2642 (100.0%) missing values	Missing
`폐업일자` has 965 (36.5%) missing values	Missing
`휴업시작일자` has 2642 (100.0%) missing values	Missing
`휴업종료일자` has 2642 (100.0%) missing values	Missing
`재개업일자` has 2642 (100.0%) missing values	Missing
`소재지전화` has 636 (24.1%) missing values	Missing
`소재지우편번호` has 34 (1.3%) missing values	Missing
`도로명전체주소` has 783 (29.6%) missing values	Missing
`도로명우편번호` has 827 (31.3%) missing values	Missing
`좌표정보(x)` has 70 (2.6%) missing values	Missing
`좌표정보(y)` has 70 (2.6%) missing values	Missing
`건물지상층수` has 434 (16.4%) missing values	Missing
`건물지하층수` has 593 (22.4%) missing values	Missing
`사용시작지상층` has 692 (26.2%) missing values	Missing
`사용끝지상층` has 955 (36.1%) missing values	Missing
`사용시작지하층` has 1408 (53.3%) missing values	Missing
`사용끝지하층` has 1584 (60.0%) missing values	Missing
`발한실여부` has 72 (2.7%) missing values	Missing
`조건부허가신고사유` has 2637 (99.8%) missing values	Missing
`조건부허가종료일자` has 2635 (99.7%) missing values	Missing
`여성종사자수` has 2128 (80.5%) missing values	Missing
`남성종사자수` has 2083 (78.8%) missing values	Missing
`Unnamed: 50` has 2642 (100.0%) missing values	Missing
`번호` has unique values	Unique
`관리번호` has unique values	Unique
`인허가취소일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`휴업시작일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`휴업종료일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`재개업일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`Unnamed: 50` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`건물지상층수` has 638 (24.1%) zeros	Zeros
`건물지하층수` has 1173 (44.4%) zeros	Zeros
`사용시작지상층` has 357 (13.5%) zeros	Zeros
`사용끝지상층` has 351 (13.3%) zeros	Zeros
`사용시작지하층` has 1058 (40.0%) zeros	Zeros
`사용끝지하층` has 898 (34.0%) zeros	Zeros
`여성종사자수` has 452 (17.1%) zeros	Zeros
`남성종사자수` has 381 (14.4%) zeros	Zeros

Reproduction

Analysis started	2024-04-20 15:12:25.358586
Analysis finished	2024-04-20 15:12:27.521325
Duration	2.16 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	2642
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1321.5

Minimum	1
Maximum	2642
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.3 KiB

Quantile statistics

Minimum	1
5-th percentile	133.05
Q1	661.25
median	1321.5
Q3	1981.75
95-th percentile	2509.95
Maximum	2642
Range	2641
Interquartile range (IQR)	1320.5

Descriptive statistics

Standard deviation	762.82403
Coefficient of variation (CV)	0.57724104
Kurtosis	-1.2
Mean	1321.5
Median Absolute Deviation (MAD)	660.5
Skewness	0
Sum	3491403
Variance	581900.5
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	< 0.1%
1757	1	< 0.1%
1759	1	< 0.1%
1760	1	< 0.1%
1761	1	< 0.1%
1762	1	< 0.1%
1763	1	< 0.1%
1764	1	< 0.1%
1765	1	< 0.1%
1766	1	< 0.1%
Other values (2632)	2632	99.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
2642	1	< 0.1%
2641	1	< 0.1%
2640	1	< 0.1%
2639	1	< 0.1%
2638	1	< 0.1%
2637	1	< 0.1%
2636	1	< 0.1%
2635	1	< 0.1%
2634	1	< 0.1%
2633	1	< 0.1%

개방서비스명
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

건물위생관리업	2642

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
건물위생관리업	2642	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
건물위생관리업	2642	100.0%

개방서비스id
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

09_30_04_P	2642

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	09_30_04_P
2nd row	09_30_04_P
3rd row	09_30_04_P
4th row	09_30_04_P
5th row	09_30_04_P

Common Values

Value	Count	Frequency (%)
09_30_04_P	2642	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
09_30_04_p	2642	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	16
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3325548.8

Minimum	3250000
Maximum	3400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.3 KiB

Quantile statistics

Minimum	3250000
5-th percentile	3260000
Q1	3290000
median	3320000
Q3	3370000
95-th percentile	3400000
Maximum	3400000
Range	150000
Interquartile range (IQR)	80000

Descriptive statistics

Standard deviation	44478.782
Coefficient of variation (CV)	0.01337487
Kurtosis	-1.1280687
Mean	3325548.8
Median Absolute Deviation (MAD)	30000
Skewness	0.19611294
Sum	8.7861 × 10⁹
Variance	1.9783621 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3290000	357	13.5%
3300000	299	11.3%
3270000	240	9.1%
3400000	229	8.7%
3330000	211	8.0%
3370000	205	7.8%
3310000	162	6.1%
3350000	151	5.7%
3380000	141	5.3%
3390000	134	5.1%
Other values (6)	513	19.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	102	3.9%
3260000	75	2.8%
3270000	240	9.1%
3280000	27	1.0%
3290000	357	13.5%
3300000	299	11.3%
3310000	162	6.1%
3320000	132	5.0%
3330000	211	8.0%
3340000	122	4.6%

Value	Count	Frequency (%)
3400000	229	8.7%
3390000	134	5.1%
3380000	141	5.3%
3370000	205	7.8%
3360000	55	2.1%
3350000	151	5.7%
3340000	122	4.6%
3330000	211	8.0%
3320000	132	5.0%
3310000	162	6.1%

관리번호
Text

UNIQUE

Distinct	2642
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

Length

Max length	22
Median length	22
Mean length	22
Min length	22

Characters and Unicode

Total characters	58124
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2642 ?
Unique (%)	100.0%

Sample

1st row	3350000-206-2021-00001
2nd row	3260000-206-2011-00003
3rd row	3270000-206-2014-00014
4th row	3380000-206-2019-00001
5th row	3320000-206-2005-00002

Value	Count	Frequency (%)
3350000-206-2021-00001	1	< 0.1%
3350000-206-2018-00002	1	< 0.1%
3320000-206-2011-00007	1	< 0.1%
3320000-206-2018-00003	1	< 0.1%
3320000-206-2014-00001	1	< 0.1%
3320000-206-2013-00004	1	< 0.1%
3320000-206-2015-00004	1	< 0.1%
3320000-206-2015-00003	1	< 0.1%
3320000-206-2015-00002	1	< 0.1%
3320000-206-2015-00001	1	< 0.1%
Other values (2632)	2632	99.6%

Most occurring characters

Value	Count	Frequency (%)
0	26983	46.4%
-	7926	13.6%
2	6807	11.7%
3	5186	8.9%
6	3304	5.7%
1	2856	4.9%
9	1512	2.6%
4	1009	1.7%
7	995	1.7%
5	814	1.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	50198	86.4%
Dash Punctuation	7926	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	26983	53.8%
2	6807	13.6%
3	5186	10.3%
6	3304	6.6%
1	2856	5.7%
9	1512	3.0%
4	1009	2.0%
7	995	2.0%
5	814	1.6%
8	732	1.5%

Dash Punctuation

Value	Count	Frequency (%)
-	7926	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	58124	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	26983	46.4%
-	7926	13.6%
2	6807	11.7%
3	5186	8.9%
6	3304	5.7%
1	2856	4.9%
9	1512	2.6%
4	1009	1.7%
7	995	1.7%
5	814	1.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	58124	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	26983	46.4%
-	7926	13.6%
2	6807	11.7%
3	5186	8.9%
6	3304	5.7%
1	2856	4.9%
9	1512	2.6%
4	1009	1.7%
7	995	1.7%
5	814	1.4%

인허가일자
Real number (ℝ)

Distinct	1967
Distinct (%)	74.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20088916

Minimum	19870507
Maximum	20210427
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.3 KiB

Quantile statistics

Minimum	19870507
5-th percentile	19960716
Q1	20041014
median	20091203
Q3	20141016
95-th percentile	20200213
Maximum	20210427
Range	339920
Interquartile range (IQR)	100001.75

Descriptive statistics

Standard deviation	72248.324
Coefficient of variation (CV)	0.0035964272
Kurtosis	-0.14269717
Mean	20088916
Median Absolute Deviation (MAD)	49998.5
Skewness	-0.48062023
Sum	5.3074916 × 10¹⁰
Variance	5.2198203 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20100603	6	0.2%
20081209	6	0.2%
20120622	6	0.2%
20031125	5	0.2%
20070614	5	0.2%
20000706	5	0.2%
20020403	5	0.2%
20101217	5	0.2%
20110726	5	0.2%
20140219	5	0.2%
Other values (1957)	2589	98.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19870507	1	< 0.1%
19870520	1	< 0.1%
19870601	2	0.1%
19870612	1	< 0.1%
19870709	3	0.1%
19870821	1	< 0.1%
19871006	1	< 0.1%
19871110	1	< 0.1%
19871123	1	< 0.1%
19871203	1	< 0.1%

Value	Count	Frequency (%)
20210427	1	< 0.1%
20210422	2	0.1%
20210416	1	< 0.1%
20210414	1	< 0.1%
20210412	2	0.1%
20210407	1	< 0.1%
20210325	1	< 0.1%
20210324	1	< 0.1%
20210322	1	< 0.1%
20210319	1	< 0.1%

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2642
Missing (%)	100.0%
Memory size	23.3 KiB

영업상태구분코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

3	1677
1	965

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
3	1677	63.5%
1	965	36.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	1677	63.5%
1	965	36.5%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

폐업	1677
영업/정상	965

Length

Max length	5
Median length	2
Mean length	3.0957608
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	1677	63.5%
영업/정상	965	36.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	1677	63.5%
영업/정상	965	36.5%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

2	1677
1	965

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	1677	63.5%
1	965	36.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	1677	63.5%
1	965	36.5%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

폐업	1677
영업	965

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	1677	63.5%
영업	965	36.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	1677	63.5%
영업	965	36.5%

폐업일자
Real number (ℝ)

MISSING

Distinct	1227
Distinct (%)	73.2%
Missing	965
Missing (%)	36.5%
Infinite	0
Infinite (%)	0.0%
Mean	20116995

Minimum	19880329
Maximum	20210428
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.3 KiB

Quantile statistics

Minimum	19880329
5-th percentile	20020828
Q1	20070202
median	20121119
Q3	20170410
95-th percentile	20200428
Maximum	20210428
Range	330099
Interquartile range (IQR)	100208

Descriptive statistics

Standard deviation	60154.55
Coefficient of variation (CV)	0.0029902354
Kurtosis	-0.4800225
Mean	20116995
Median Absolute Deviation (MAD)	50011
Skewness	-0.45134956
Sum	3.37362 × 10¹⁰
Variance	3.6185699 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20180525	23	0.9%
20200428	15	0.6%
20030227	10	0.4%
20110217	10	0.4%
20180808	9	0.3%
20031124	8	0.3%
20170831	8	0.3%
20041213	8	0.3%
20160527	7	0.3%
20090318	7	0.3%
Other values (1217)	1572	59.5%
(Missing)	965	36.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19880329	1	< 0.1%
19880723	1	< 0.1%
19940215	2	0.1%
19940412	1	< 0.1%
19940630	1	< 0.1%
19940808	1	< 0.1%
19941018	1	< 0.1%
19941111	2	0.1%
19941213	1	< 0.1%
19950111	1	< 0.1%

Value	Count	Frequency (%)
20210428	1	< 0.1%
20210426	2	0.1%
20210421	1	< 0.1%
20210420	1	< 0.1%
20210416	1	< 0.1%
20210413	1	< 0.1%
20210331	1	< 0.1%
20210326	1	< 0.1%
20210322	1	< 0.1%
20210311	1	< 0.1%

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2642
Missing (%)	100.0%
Memory size	23.3 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2642
Missing (%)	100.0%
Memory size	23.3 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2642
Missing (%)	100.0%
Memory size	23.3 KiB

소재지전화
Text

MISSING

Distinct	1739
Distinct (%)	86.7%
Missing	636
Missing (%)	24.1%
Memory size	20.8 KiB

Length

Max length	12
Median length	12
Mean length	11.211366
Min length	3

Characters and Unicode

Total characters	22490
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1541 ?
Unique (%)	76.8%

Sample

1st row	02 4647058
2nd row	051 503 2470
3rd row	051 3410086
4th row	051 342 8377
5th row	051 467 8313

Value	Count	Frequency (%)
051	1781	37.2%
727	58	1.2%
070	55	1.1%
728	17	0.4%
724	15	0.3%
502	15	0.3%
722	13	0.3%
557	12	0.3%
342	11	0.2%
555	11	0.2%
Other values (1943)	2801	58.5%

Most occurring characters

Value	Count	Frequency (%)
5	3516	15.6%
0	3439	15.3%
1	3293	14.6%
	2800	12.4%
2	1601	7.1%
7	1551	6.9%
6	1405	6.2%
4	1384	6.2%
3	1330	5.9%
8	1254	5.6%
Other values (2)	917	4.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	19689	87.5%
Space Separator	2800	12.4%
Dash Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	3516	17.9%
0	3439	17.5%
1	3293	16.7%
2	1601	8.1%
7	1551	7.9%
6	1405	7.1%
4	1384	7.0%
3	1330	6.8%
8	1254	6.4%
9	916	4.7%

Space Separator

Value	Count	Frequency (%)
	2800	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	22490	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	3516	15.6%
0	3439	15.3%
1	3293	14.6%
	2800	12.4%
2	1601	7.1%
7	1551	6.9%
6	1405	6.2%
4	1384	6.2%
3	1330	5.9%
8	1254	5.6%
Other values (2)	917	4.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	22490	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	3516	15.6%
0	3439	15.3%
1	3293	14.6%
	2800	12.4%
2	1601	7.1%
7	1551	6.9%
6	1405	6.2%
4	1384	6.2%
3	1330	5.9%
8	1254	5.6%
Other values (2)	917	4.1%

소재지면적
Text

Distinct	1568
Distinct (%)	59.9%
Missing	24
Missing (%)	0.9%
Memory size	20.8 KiB

Length

Max length	9
Median length	5
Mean length	4.8712758
Min length	3

Characters and Unicode

Total characters	12753
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1269 ?
Unique (%)	48.5%

Sample

1st row	.00
2nd row	.00
3rd row	46.20
4th row	33.60
5th row	91.30

Value	Count	Frequency (%)
00	348	13.3%
33.00	39	1.5%
66.00	21	0.8%
40.00	15	0.6%
30.00	13	0.5%
36.00	12	0.5%
49.50	12	0.5%
25.00	11	0.4%
99.00	11	0.4%
12.00	11	0.4%
Other values (1558)	2125	81.2%

Most occurring characters

Value	Count	Frequency (%)
0	2756	21.6%
.	2618	20.5%
1	1096	8.6%
2	1006	7.9%
5	879	6.9%
3	868	6.8%
6	816	6.4%
4	791	6.2%
8	713	5.6%
7	608	4.8%
Other values (2)	602	4.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	10130	79.4%
Other Punctuation	2623	20.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2756	27.2%
1	1096	10.8%
2	1006	9.9%
5	879	8.7%
3	868	8.6%
6	816	8.1%
4	791	7.8%
8	713	7.0%
7	608	6.0%
9	597	5.9%

Other Punctuation

Value	Count	Frequency (%)
.	2618	99.8%
,	5	0.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	12753	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2756	21.6%
.	2618	20.5%
1	1096	8.6%
2	1006	7.9%
5	879	6.9%
3	868	6.8%
6	816	6.4%
4	791	6.2%
8	713	5.6%
7	608	4.8%
Other values (2)	602	4.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	12753	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2756	21.6%
.	2618	20.5%
1	1096	8.6%
2	1006	7.9%
5	879	6.9%
3	868	6.8%
6	816	6.4%
4	791	6.2%
8	713	5.6%
7	608	4.8%
Other values (2)	602	4.7%

소재지우편번호
Real number (ℝ)

MISSING

Distinct	606
Distinct (%)	23.2%
Missing	34
Missing (%)	1.3%
Infinite	0
Infinite (%)	0.0%
Mean	610913.89

Minimum	400410
Maximum	619953
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.3 KiB

Quantile statistics

Minimum	400410
5-th percentile	601807
Q1	607812.5
median	611825
Q3	614854
95-th percentile	619912
Maximum	619953
Range	219543
Interquartile range (IQR)	7041.5

Descriptive statistics

Standard deviation	7003.0231
Coefficient of variation (CV)	0.011463192
Kurtosis	311.76345
Mean	610913.89
Median Absolute Deviation (MAD)	3992.5
Skewness	-10.544598
Sum	1.5932634 × 10⁹
Variance	49042332
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
619951	47	1.8%
619952	46	1.7%
601837	41	1.6%
601839	29	1.1%
601836	28	1.1%
619953	26	1.0%
614844	26	1.0%
601838	25	0.9%
614865	23	0.9%
607804	22	0.8%
Other values (596)	2295	86.9%
(Missing)	34	1.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
400410	1	< 0.1%
600012	4	0.2%
600013	1	< 0.1%
600014	2	0.1%
600015	4	0.2%
600016	6	0.2%
600021	3	0.1%
600022	2	0.1%
600024	1	< 0.1%
600044	1	< 0.1%

Value	Count	Frequency (%)
619953	26	1.0%
619952	46	1.7%
619951	47	1.8%
619950	1	< 0.1%
619913	7	0.3%
619912	9	0.3%
619911	10	0.4%
619906	10	0.4%
619905	18	0.7%
619904	5	0.2%

소재지전체주소
Text

Distinct	2445
Distinct (%)	93.0%
Missing	14
Missing (%)	0.5%
Memory size	20.8 KiB

Length

Max length	54
Median length	45
Mean length	25.365677
Min length	2

Characters and Unicode

Total characters	66661
Distinct characters	406
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2289 ?
Unique (%)	87.1%

Sample

1st row	부산광역시 금정구 금사동 81-1 금사자동차운전전문학원
2nd row	인천광역시 중구 덕교동 128-76번지
3rd row	부산광역시 동구 수정동 425-18 1층
4th row	부산광역시 수영구 광안동 100-10
5th row	부산광역시 북구 덕천동 388-1번지 대방상가 304호

Value	Count	Frequency (%)
부산광역시	2626	20.8%
부산진구	350	2.8%
동래구	299	2.4%
동구	239	1.9%
기장군	228	1.8%
해운대구	212	1.7%
연제구	204	1.6%
남구	161	1.3%
초량동	161	1.3%
금정구	151	1.2%
Other values (3194)	7997	63.3%

Most occurring characters

Value	Count	Frequency (%)
	10003	15.0%
산	3243	4.9%
부	3242	4.9%
1	3218	4.8%
동	3195	4.8%
광	2728	4.1%
시	2654	4.0%
역	2635	4.0%
구	2487	3.7%
지	2461	3.7%
Other values (396)	30795	46.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	39562	59.3%
Decimal Number	14081	21.1%
Space Separator	10003	15.0%
Dash Punctuation	2400	3.6%
Uppercase Letter	247	0.4%
Open Punctuation	142	0.2%
Close Punctuation	142	0.2%
Other Punctuation	70	0.1%
Lowercase Letter	13	< 0.1%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
산	3243	8.2%
부	3242	8.2%
동	3195	8.1%
광	2728	6.9%
시	2654	6.7%
역	2635	6.7%
구	2487	6.3%
지	2461	6.2%
번	2339	5.9%
호	529	1.3%
Other values (349)	14049	35.5%

Uppercase Letter

Value	Count	Frequency (%)
B	98	39.7%
T	76	30.8%
O	14	5.7%
A	9	3.6%
D	9	3.6%
S	9	3.6%
K	6	2.4%
I	6	2.4%
C	5	2.0%
P	4	1.6%
Other values (8)	11	4.5%

Decimal Number

Value	Count	Frequency (%)
1	3218	22.9%
2	1944	13.8%
3	1602	11.4%
4	1326	9.4%
0	1254	8.9%
5	1188	8.4%
6	1008	7.2%
7	957	6.8%
8	870	6.2%
9	714	5.1%

Lowercase Letter

Value	Count	Frequency (%)
s	2	15.4%
k	2	15.4%
e	2	15.4%
t	1	7.7%
o	1	7.7%
d	1	7.7%
y	1	7.7%
b	1	7.7%
u	1	7.7%
h	1	7.7%

Other Punctuation

Value	Count	Frequency (%)
,	47	67.1%
/	17	24.3%
@	3	4.3%
.	3	4.3%

Space Separator

Value	Count	Frequency (%)
	10003	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2400	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	142	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	142	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	39562	59.3%
Common	26839	40.3%
Latin	260	0.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
산	3243	8.2%
부	3242	8.2%
동	3195	8.1%
광	2728	6.9%
시	2654	6.7%
역	2635	6.7%
구	2487	6.3%
지	2461	6.2%
번	2339	5.9%
호	529	1.3%
Other values (349)	14049	35.5%

Latin

Value	Count	Frequency (%)
B	98	37.7%
T	76	29.2%
O	14	5.4%
A	9	3.5%
D	9	3.5%
S	9	3.5%
K	6	2.3%
I	6	2.3%
C	5	1.9%
P	4	1.5%
Other values (18)	24	9.2%

Common

Value	Count	Frequency (%)
	10003	37.3%
1	3218	12.0%
-	2400	8.9%
2	1944	7.2%
3	1602	6.0%
4	1326	4.9%
0	1254	4.7%
5	1188	4.4%
6	1008	3.8%
7	957	3.6%
Other values (9)	1939	7.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	39562	59.3%
ASCII	27099	40.7%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	10003	36.9%
1	3218	11.9%
-	2400	8.9%
2	1944	7.2%
3	1602	5.9%
4	1326	4.9%
0	1254	4.6%
5	1188	4.4%
6	1008	3.7%
7	957	3.5%
Other values (37)	2199	8.1%

Hangul

Value	Count	Frequency (%)
산	3243	8.2%
부	3242	8.2%
동	3195	8.1%
광	2728	6.9%
시	2654	6.7%
역	2635	6.7%
구	2487	6.3%
지	2461	6.2%
번	2339	5.9%
호	529	1.3%
Other values (349)	14049	35.5%

도로명전체주소
Text

MISSING

Distinct	1784
Distinct (%)	96.0%
Missing	783
Missing (%)	29.6%
Memory size	20.8 KiB

Length

Max length	63
Median length	49
Mean length	31.777838
Min length	20

Characters and Unicode

Total characters	59075
Distinct characters	424
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1719 ?
Unique (%)	92.5%

Sample

1st row	부산광역시 금정구 공단서로8번길 49, 금사자동차운전전문학원 A동 307호 (금사동)
2nd row	인천광역시 중구 마시란로 51-33 (덕교동)
3rd row	부산광역시 동구 망양로 837, 1층 (수정동)
4th row	부산광역시 수영구 무학로9번길 46, 1층 (광안동)
5th row	부산광역시 북구 시랑로118번길 56 (구포동)

Value	Count	Frequency (%)
부산광역시	1858	16.2%
부산진구	249	2.2%
1층	233	2.0%
2층	232	2.0%
동래구	208	1.8%
기장군	196	1.7%
해운대구	166	1.4%
연제구	150	1.3%
3층	137	1.2%
동구	132	1.2%
Other values (2457)	7891	68.9%

Most occurring characters

Value	Count	Frequency (%)
	9595	16.2%
동	2410	4.1%
산	2337	4.0%
부	2316	3.9%
1	2271	3.8%
광	1967	3.3%
시	1943	3.3%
역	1866	3.2%
구	1761	3.0%
로	1751	3.0%
Other values (414)	30858	52.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	34144	57.8%
Decimal Number	9761	16.5%
Space Separator	9595	16.2%
Close Punctuation	1740	2.9%
Open Punctuation	1740	2.9%
Other Punctuation	1648	2.8%
Dash Punctuation	317	0.5%
Uppercase Letter	115	0.2%
Lowercase Letter	11	< 0.1%
Math Symbol	4	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	2410	7.1%
산	2337	6.8%
부	2316	6.8%
광	1967	5.8%
시	1943	5.7%
역	1866	5.5%
구	1761	5.2%
로	1751	5.1%
층	982	2.9%
길	930	2.7%
Other values (371)	15881	46.5%

Uppercase Letter

Value	Count	Frequency (%)
B	36	31.3%
A	22	19.1%
C	11	9.6%
E	10	8.7%
P	8	7.0%
S	7	6.1%
I	4	3.5%
O	4	3.5%
T	4	3.5%
K	2	1.7%
Other values (6)	7	6.1%

Decimal Number

Value	Count	Frequency (%)
1	2271	23.3%
2	1627	16.7%
3	1195	12.2%
0	894	9.2%
4	825	8.5%
5	722	7.4%
6	610	6.2%
7	568	5.8%
8	539	5.5%
9	510	5.2%

Lowercase Letter

Value	Count	Frequency (%)
e	2	18.2%
s	2	18.2%
k	2	18.2%
h	1	9.1%
u	1	9.1%
b	1	9.1%
y	1	9.1%
d	1	9.1%

Other Punctuation

Value	Count	Frequency (%)
,	1638	99.4%
/	6	0.4%
@	2	0.1%
.	2	0.1%

Space Separator

Value	Count	Frequency (%)
	9595	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1740	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1740	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	317	100.0%

Math Symbol

Value	Count	Frequency (%)
~	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	34144	57.8%
Common	24805	42.0%
Latin	126	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	2410	7.1%
산	2337	6.8%
부	2316	6.8%
광	1967	5.8%
시	1943	5.7%
역	1866	5.5%
구	1761	5.2%
로	1751	5.1%
층	982	2.9%
길	930	2.7%
Other values (371)	15881	46.5%

Latin

Value	Count	Frequency (%)
B	36	28.6%
A	22	17.5%
C	11	8.7%
E	10	7.9%
P	8	6.3%
S	7	5.6%
I	4	3.2%
O	4	3.2%
T	4	3.2%
K	2	1.6%
Other values (14)	18	14.3%

Common

Value	Count	Frequency (%)
	9595	38.7%
1	2271	9.2%
)	1740	7.0%
(	1740	7.0%
,	1638	6.6%
2	1627	6.6%
3	1195	4.8%
0	894	3.6%
4	825	3.3%
5	722	2.9%
Other values (9)	2558	10.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	34144	57.8%
ASCII	24931	42.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	9595	38.5%
1	2271	9.1%
)	1740	7.0%
(	1740	7.0%
,	1638	6.6%
2	1627	6.5%
3	1195	4.8%
0	894	3.6%
4	825	3.3%
5	722	2.9%
Other values (33)	2684	10.8%

Hangul

Value	Count	Frequency (%)
동	2410	7.1%
산	2337	6.8%
부	2316	6.8%
광	1967	5.8%
시	1943	5.7%
역	1866	5.5%
구	1761	5.2%
로	1751	5.1%
층	982	2.9%
길	930	2.7%
Other values (371)	15881	46.5%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	862
Distinct (%)	47.5%
Missing	827
Missing (%)	31.3%
Infinite	0
Infinite (%)	0.0%
Mean	47614.847

Minimum	22385
Maximum	49524
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.3 KiB

Quantile statistics

Minimum	22385
5-th percentile	46037
Q1	46966.5
median	47709
Q3	48314
95-th percentile	49261.9
Maximum	49524
Range	27139
Interquartile range (IQR)	1347.5

Descriptive statistics

Standard deviation	1137.8527
Coefficient of variation (CV)	0.023897015
Kurtosis	131.79925
Mean	47614.847
Median Absolute Deviation (MAD)	721
Skewness	-6.0072885
Sum	86420948
Variance	1294708.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
46036	30	1.1%
46037	23	0.9%
46033	19	0.7%
48729	18	0.7%
48060	14	0.5%
48093	14	0.5%
48059	14	0.5%
47247	14	0.5%
47243	12	0.5%
47246	11	0.4%
Other values (852)	1646	62.3%
(Missing)	827	31.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
22385	1	< 0.1%
46004	1	< 0.1%
46008	1	< 0.1%
46013	1	< 0.1%
46015	3	0.1%
46017	1	< 0.1%
46019	1	< 0.1%
46020	5	0.2%
46022	1	< 0.1%
46023	2	0.1%

Value	Count	Frequency (%)
49524	2	0.1%
49522	1	< 0.1%
49514	1	< 0.1%
49511	3	0.1%
49504	4	0.2%
49502	1	< 0.1%
49497	1	< 0.1%
49495	1	< 0.1%
49490	1	< 0.1%
49483	1	< 0.1%

사업장명
Text

Distinct	2246
Distinct (%)	85.0%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

Length

Max length	40
Median length	22
Mean length	7.1983346
Min length	2

Characters and Unicode

Total characters	19018
Distinct characters	542
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1935 ?
Unique (%)	73.2%

Sample

1st row	고클린
2nd row	(주)성수인력
3rd row	(주)남영산업
4th row	청소협동조합 청소하는사람들 부산경남본점
5th row	(주)천우이엔지

Value	Count	Frequency (%)
주식회사	171	5.6%
주	16	0.5%
주)만비종합관리	7	0.2%
시스템	7	0.2%
주)만송	7	0.2%
그린산업	6	0.2%
청소나라	6	0.2%
주)금강종합개발	6	0.2%
유한회사	6	0.2%
주)청담산업	5	0.2%
Other values (2360)	2820	92.2%

Most occurring characters

Value	Count	Frequency (%)
주	1493	7.9%
)	1321	6.9%
(	1285	6.8%
스	563	3.0%
사	461	2.4%
	418	2.2%
업	378	2.0%
경	332	1.7%
이	331	1.7%
에	320	1.7%
Other values (532)	12116	63.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	15602	82.0%
Close Punctuation	1321	6.9%
Open Punctuation	1285	6.8%
Space Separator	418	2.2%
Uppercase Letter	244	1.3%
Lowercase Letter	54	0.3%
Decimal Number	39	0.2%
Other Punctuation	38	0.2%
Other Symbol	15	0.1%
Dash Punctuation	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	1493	9.6%
스	563	3.6%
사	461	3.0%
업	378	2.4%
경	332	2.1%
이	331	2.1%
에	320	2.1%
회	309	2.0%
산	296	1.9%
리	247	1.6%
Other values (478)	10872	69.7%

Uppercase Letter

Value	Count	Frequency (%)
C	41	16.8%
S	25	10.2%
E	22	9.0%
B	18	7.4%
G	17	7.0%
M	16	6.6%
H	16	6.6%
N	15	6.1%
T	13	5.3%
P	8	3.3%
Other values (10)	53	21.7%

Lowercase Letter

Value	Count	Frequency (%)
e	13	24.1%
o	6	11.1%
a	5	9.3%
s	5	9.3%
l	4	7.4%
r	4	7.4%
n	4	7.4%
t	3	5.6%
c	3	5.6%
i	3	5.6%
Other values (4)	4	7.4%

Decimal Number

Value	Count	Frequency (%)
1	16	41.0%
2	8	20.5%
9	3	7.7%
0	3	7.7%
4	3	7.7%
8	2	5.1%
6	2	5.1%
5	1	2.6%
3	1	2.6%

Other Punctuation

Value	Count	Frequency (%)
&	16	42.1%
.	11	28.9%
,	5	13.2%
·	4	10.5%
＆	2	5.3%

Other Symbol

Value	Count	Frequency (%)
㈜	14	93.3%
㈔	1	6.7%

Close Punctuation

Value	Count	Frequency (%)
)	1321	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1285	100.0%

Space Separator

Value	Count	Frequency (%)
	418	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	15617	82.1%
Common	3103	16.3%
Latin	298	1.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	1493	9.6%
스	563	3.6%
사	461	3.0%
업	378	2.4%
경	332	2.1%
이	331	2.1%
에	320	2.0%
회	309	2.0%
산	296	1.9%
리	247	1.6%
Other values (480)	10887	69.7%

Latin

Value	Count	Frequency (%)
C	41	13.8%
S	25	8.4%
E	22	7.4%
B	18	6.0%
G	17	5.7%
M	16	5.4%
H	16	5.4%
N	15	5.0%
T	13	4.4%
e	13	4.4%
Other values (24)	102	34.2%

Common

Value	Count	Frequency (%)
)	1321	42.6%
(	1285	41.4%
	418	13.5%
&	16	0.5%
1	16	0.5%
.	11	0.4%
2	8	0.3%
,	5	0.2%
·	4	0.1%
9	3	0.1%
Other values (8)	16	0.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	15602	82.0%
ASCII	3395	17.9%
None	21	0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
주	1493	9.6%
스	563	3.6%
사	461	3.0%
업	378	2.4%
경	332	2.1%
이	331	2.1%
에	320	2.1%
회	309	2.0%
산	296	1.9%
리	247	1.6%
Other values (478)	10872	69.7%

ASCII

Value	Count	Frequency (%)
)	1321	38.9%
(	1285	37.8%
	418	12.3%
C	41	1.2%
S	25	0.7%
E	22	0.6%
B	18	0.5%
G	17	0.5%
&	16	0.5%
1	16	0.5%
Other values (40)	216	6.4%

None

Value	Count	Frequency (%)
㈜	14	66.7%
·	4	19.0%
＆	2	9.5%
㈔	1	4.8%

최종수정시점
Real number (ℝ)

Distinct	2388
Distinct (%)	90.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0131988 × 10¹³

Minimum	1.9990201 × 10¹³
Maximum	2.0210429 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.3 KiB

Quantile statistics

Minimum	1.9990201 × 10¹³
5-th percentile	2.0030225 × 10¹³
Q1	2.0080821 × 10¹³
median	2.0141005 × 10¹³
Q3	2.0190184 × 10¹³
95-th percentile	2.0201223 × 10¹³
Maximum	2.0210429 × 10¹³
Range	2.2022816 × 10¹¹
Interquartile range (IQR)	1.0936294 × 10¹¹

Descriptive statistics

Standard deviation	6.1666252 × 10¹⁰
Coefficient of variation (CV)	0.003063098
Kurtosis	-0.94226781
Mean	2.0131988 × 10¹³
Median Absolute Deviation (MAD)	4.9500503 × 10¹⁰
Skewness	-0.54313248
Sum	5.3188712 × 10¹⁶
Variance	3.8027267 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20060616000000	19	0.7%
20020419000000	16	0.6%
20050920000000	12	0.5%
19990201000000	11	0.4%
20030403000000	11	0.4%
20021112000000	10	0.4%
20051110000000	10	0.4%
20030404000000	10	0.4%
20030227000000	8	0.3%
20030521000000	8	0.3%
Other values (2378)	2527	95.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19990201000000	11	0.4%
19990310000000	4	0.2%
19990316000000	1	< 0.1%
19990318000000	5	0.2%
19990330000000	6	0.2%
19990407000000	1	< 0.1%
19990426000000	1	< 0.1%
19990427000000	2	0.1%
19990428000000	4	0.2%
19990506000000	1	< 0.1%

Value	Count	Frequency (%)
20210429160921	1	< 0.1%
20210429151652	1	< 0.1%
20210428150649	1	< 0.1%
20210428150015	1	< 0.1%
20210428125121	1	< 0.1%
20210427152232	1	< 0.1%
20210427115611	1	< 0.1%
20210426170224	1	< 0.1%
20210426170143	1	< 0.1%
20210426145609	1	< 0.1%

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

I	2008
U	634

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
I	2008	76.0%
U	634	24.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	2008	76.0%
u	634	24.0%

데이터갱신일자
Date

Distinct	505
Distinct (%)	19.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

Minimum	2018-08-31 23:59:59
Maximum	2021-05-01 02:40:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

건물위생관리업	2612
건물위생관리업 기타	22
<NA>	8

Length

Max length	10
Median length	7
Mean length	7.015897
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
건물위생관리업	2612	98.9%
건물위생관리업 기타	22	0.8%
<NA>	8	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
건물위생관리업	2634	98.9%
기타	22	0.8%
na	8	0.3%

좌표정보(x)
Real number (ℝ)

MISSING

Distinct	1970
Distinct (%)	76.6%
Missing	70
Missing (%)	2.6%
Infinite	0
Infinite (%)	0.0%
Mean	389118.25

Minimum	148671.32
Maximum	408081.98
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.3 KiB

Quantile statistics

Minimum	148671.32
5-th percentile	380054.76
Q1	385779.55
median	388641.53
Q3	391509.28
95-th percentile	403641.08
Maximum	408081.98
Range	259410.66
Interquartile range (IQR)	5729.7355

Descriptive statistics

Standard deviation	7999.4246
Coefficient of variation (CV)	0.020557824
Kurtosis	317.12445
Mean	389118.25
Median Absolute Deviation (MAD)	2863.3775
Skewness	-10.187411
Sum	1.0008122 × 10⁹
Variance	63990793
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
395615.201853958	13	0.5%
380482.767624189	10	0.4%
387927.951172724	10	0.4%
391411.212179843	9	0.3%
396180.621244719	9	0.3%
388310.086924943	9	0.3%
407871.508884898	8	0.3%
387869.134317928	8	0.3%
387225.613588405	8	0.3%
386351.941329364	8	0.3%
Other values (1960)	2480	93.9%
(Missing)	70	2.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
148671.318965183	1	< 0.1%
366944.611251751	1	< 0.1%
367503.770498841	1	< 0.1%
367753.838455399	2	0.1%
367897.480797822	1	< 0.1%
367948.46831947	1	< 0.1%
368089.614964646	1	< 0.1%
369071.601644319	1	< 0.1%
369169.330139889	1	< 0.1%
371070.269343027	1	< 0.1%

Value	Count	Frequency (%)
408081.981681661	1	< 0.1%
407919.897384557	1	< 0.1%
407871.508884898	8	0.3%
407829.802820519	1	< 0.1%
407817.876851927	1	< 0.1%
407739.046710947	3	0.1%
407709.645454165	1	< 0.1%
407703.086321502	3	0.1%
407689.600129737	1	< 0.1%
407663.199754951	1	< 0.1%

좌표정보(y)
Real number (ℝ)

MISSING

Distinct	1970
Distinct (%)	76.6%
Missing	70
Missing (%)	2.6%
Infinite	0
Infinite (%)	0.0%
Mean	188411.27

Minimum	174156.62
Maximum	436093.42
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.3 KiB

Quantile statistics

Minimum	174156.62
5-th percentile	179713.87
Q1	184020.65
median	187559.59
Q3	191384.84
95-th percentile	203500.98
Maximum	436093.42
Range	261936.8
Interquartile range (IQR)	7364.1871

Descriptive statistics

Standard deviation	8059.8575
Coefficient of variation (CV)	0.042778001
Kurtosis	346.22056
Mean	188411.27
Median Absolute Deviation (MAD)	3694.5692
Skewness	11.70393
Sum	4.8459379 × 10⁸
Variance	64961303
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
186406.750870936	13	0.5%
185582.274947583	10	0.4%
186582.791097672	10	0.4%
184052.409245407	9	0.3%
186522.35047527	9	0.3%
183883.854898063	9	0.3%
205389.277197702	8	0.3%
186381.28184674	8	0.3%
186408.726533861	8	0.3%
182468.78681462	8	0.3%
Other values (1960)	2480	93.9%
(Missing)	70	2.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
174156.617297535	1	< 0.1%
174213.492106852	3	0.1%
174368.201258807	1	< 0.1%
174569.500346208	1	< 0.1%
174587.185782495	1	< 0.1%
174665.706660618	1	< 0.1%
174676.412428464	1	< 0.1%
174685.736751117	1	< 0.1%
174835.290190736	1	< 0.1%
175120.936107909	1	< 0.1%

Value	Count	Frequency (%)
436093.419886508	1	< 0.1%
211676.684692594	1	< 0.1%
210934.754379078	1	< 0.1%
210528.52313338	1	< 0.1%
210316.862590787	1	< 0.1%
210315.278301031	1	< 0.1%
210312.176730581	1	< 0.1%
207754.636746297	1	< 0.1%
207714.152838506	1	< 0.1%
207360.485553669	1	< 0.1%

위생업태명
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

건물위생관리업	2612
건물위생관리업 기타	22
<NA>	8

Length

Max length	10
Median length	7
Mean length	7.015897
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
건물위생관리업	2612	98.9%
건물위생관리업 기타	22	0.8%
<NA>	8	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
건물위생관리업	2634	98.9%
기타	22	0.8%
na	8	0.3%

건물지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	31
Distinct (%)	1.4%
Missing	434
Missing (%)	16.4%
Infinite	0
Infinite (%)	0.0%
Mean	3.7432065

Minimum	0
Maximum	51
Zeros	638
Zeros (%)	24.1%
Negative	0
Negative (%)	0.0%
Memory size	23.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	3
Q3	5
95-th percentile	14
Maximum	51
Range	51
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	4.6582042
Coefficient of variation (CV)	1.2444422
Kurtosis	15.927638
Mean	3.7432065
Median Absolute Deviation (MAD)	2
Skewness	3.0423008
Sum	8265
Variance	21.698866
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
0	638	24.1%
4	352	13.3%
3	252	9.5%
2	234	8.9%
5	232	8.8%
1	112	4.2%
6	90	3.4%
7	51	1.9%
10	40	1.5%
8	35	1.3%
Other values (21)	172	6.5%
(Missing)	434	16.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	638	24.1%
1	112	4.2%
2	234	8.9%
3	252	9.5%
4	352	13.3%
5	232	8.8%
6	90	3.4%
7	51	1.9%
8	35	1.3%
9	25	0.9%

Value	Count	Frequency (%)
51	1	< 0.1%
49	1	< 0.1%
44	1	< 0.1%
32	1	< 0.1%
28	3	0.1%
27	2	0.1%
25	4	0.2%
24	3	0.1%
22	4	0.2%
21	4	0.2%

건물지하층수
Real number (ℝ)

MISSING ZEROS

Distinct	8
Distinct (%)	0.4%
Missing	593
Missing (%)	22.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.60956564

Minimum	0
Maximum	8
Zeros	1173
Zeros (%)	44.4%
Negative	0
Negative (%)	0.0%
Memory size	23.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	2
Maximum	8
Range	8
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.96157944
Coefficient of variation (CV)	1.577483
Kurtosis	9.5091424
Mean	0.60956564
Median Absolute Deviation (MAD)	0
Skewness	2.6441314
Sum	1249
Variance	0.92463502
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	1173	44.4%
1	688	26.0%
2	95	3.6%
3	41	1.6%
5	22	0.8%
4	22	0.8%
6	7	0.3%
8	1	< 0.1%
(Missing)	593	22.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1173	44.4%
1	688	26.0%
2	95	3.6%
3	41	1.6%
4	22	0.8%
5	22	0.8%
6	7	0.3%
8	1	< 0.1%

Value	Count	Frequency (%)
8	1	< 0.1%
6	7	0.3%
5	22	0.8%
4	22	0.8%
3	41	1.6%
2	95	3.6%
1	688	26.0%
0	1173	44.4%

사용시작지상층
Real number (ℝ)

MISSING ZEROS

Distinct	26
Distinct (%)	1.3%
Missing	692
Missing (%)	26.2%
Infinite	0
Infinite (%)	0.0%
Mean	2.6651282

Minimum	0
Maximum	48
Zeros	357
Zeros (%)	13.5%
Negative	0
Negative (%)	0.0%
Memory size	23.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	3
95-th percentile	9
Maximum	48
Range	48
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	3.3120834
Coefficient of variation (CV)	1.2427483
Kurtosis	27.979956
Mean	2.6651282
Median Absolute Deviation (MAD)	1
Skewness	3.9211773
Sum	5197
Variance	10.969897
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
2	459	17.4%
1	429	16.2%
0	357	13.5%
3	284	10.7%
4	149	5.6%
5	72	2.7%
6	45	1.7%
7	35	1.3%
9	20	0.8%
8	19	0.7%
Other values (16)	81	3.1%
(Missing)	692	26.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	357	13.5%
1	429	16.2%
2	459	17.4%
3	284	10.7%
4	149	5.6%
5	72	2.7%
6	45	1.7%
7	35	1.3%
8	19	0.7%
9	20	0.8%

Value	Count	Frequency (%)
48	1	< 0.1%
26	2	0.1%
24	2	0.1%
23	2	0.1%
22	1	< 0.1%
21	1	< 0.1%
20	4	0.2%
18	1	< 0.1%
17	3	0.1%
16	6	0.2%

사용끝지상층
Real number (ℝ)

MISSING ZEROS

Distinct	25
Distinct (%)	1.5%
Missing	955
Missing (%)	36.1%
Infinite	0
Infinite (%)	0.0%
Mean	2.5305276

Minimum	0
Maximum	48
Zeros	351
Zeros (%)	13.3%
Negative	0
Negative (%)	0.0%
Memory size	23.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	3
95-th percentile	8
Maximum	48
Range	48
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	3.2738021
Coefficient of variation (CV)	1.2937232
Kurtosis	31.717734
Mean	2.5305276
Median Absolute Deviation (MAD)	1
Skewness	4.1550347
Sum	4269
Variance	10.71778
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
2	385	14.6%
1	374	14.2%
0	351	13.3%
3	237	9.0%
4	128	4.8%
5	51	1.9%
6	42	1.6%
7	29	1.1%
8	12	0.5%
10	11	0.4%
Other values (15)	67	2.5%
(Missing)	955	36.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	351	13.3%
1	374	14.2%
2	385	14.6%
3	237	9.0%
4	128	4.8%
5	51	1.9%
6	42	1.6%
7	29	1.1%
8	12	0.5%
9	10	0.4%

Value	Count	Frequency (%)
48	1	< 0.1%
26	1	< 0.1%
24	2	0.1%
23	1	< 0.1%
21	1	< 0.1%
20	5	0.2%
18	1	< 0.1%
17	3	0.1%
16	5	0.2%
15	6	0.2%

사용시작지하층
Real number (ℝ)

MISSING ZEROS

Distinct	6
Distinct (%)	0.5%
Missing	1408
Missing (%)	53.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.1547812

Minimum	0
Maximum	5
Zeros	1058
Zeros (%)	40.0%
Negative	0
Negative (%)	0.0%
Memory size	23.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	5
Range	5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.41993781
Coefficient of variation (CV)	2.713106
Kurtosis	27.79941
Mean	0.1547812
Median Absolute Deviation (MAD)	0
Skewness	4.0308356
Sum	191
Variance	0.17634776
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	1058	40.0%
1	169	6.4%
2	3	0.1%
4	2	0.1%
5	1	< 0.1%
3	1	< 0.1%
(Missing)	1408	53.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1058	40.0%
1	169	6.4%
2	3	0.1%
3	1	< 0.1%
4	2	0.1%
5	1	< 0.1%

Value	Count	Frequency (%)
5	1	< 0.1%
4	2	0.1%
3	1	< 0.1%
2	3	0.1%
1	169	6.4%
0	1058	40.0%

사용끝지하층
Real number (ℝ)

MISSING ZEROS

Distinct	7
Distinct (%)	0.7%
Missing	1584
Missing (%)	60.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.17485822

Minimum	0
Maximum	10
Zeros	898
Zeros (%)	34.0%
Negative	0
Negative (%)	0.0%
Memory size	23.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	10
Range	10
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.52976783
Coefficient of variation (CV)	3.0296993
Kurtosis	121.74947
Mean	0.17485822
Median Absolute Deviation (MAD)	0
Skewness	8.1074484
Sum	185
Variance	0.28065395
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	898	34.0%
1	150	5.7%
2	5	0.2%
3	2	0.1%
5	1	< 0.1%
4	1	< 0.1%
10	1	< 0.1%
(Missing)	1584	60.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	898	34.0%
1	150	5.7%
2	5	0.2%
3	2	0.1%
4	1	< 0.1%
5	1	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
10	1	< 0.1%
5	1	< 0.1%
4	1	< 0.1%
3	2	0.1%
2	5	0.2%
1	150	5.7%
0	898	34.0%

한실수
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

0	1757
<NA>	884
1	1

Length

Max length	4
Median length	1
Mean length	2.003785
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	0
4th row	0
5th row	<NA>

Common Values

Value	Count	Frequency (%)
0	1757	66.5%
<NA>	884	33.5%
1	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1757	66.5%
na	884	33.5%
1	1	< 0.1%

양실수
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

0	1757
<NA>	884
29	1

Length

Max length	4
Median length	1
Mean length	2.0041635
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	0
4th row	0
5th row	<NA>

Common Values

Value	Count	Frequency (%)
0	1757	66.5%
<NA>	884	33.5%
29	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1757	66.5%
na	884	33.5%
29	1	< 0.1%

욕실수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

0	1758
<NA>	884

Length

Max length	4
Median length	1
Mean length	2.003785
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	0
4th row	0
5th row	<NA>

Common Values

Value	Count	Frequency (%)
0	1758	66.5%
<NA>	884	33.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1758	66.5%
na	884	33.5%

발한실여부
Boolean

IMBALANCE MISSING

Distinct	2
Distinct (%)	0.1%
Missing	72
Missing (%)	2.7%
Memory size	5.3 KiB

False	2569
True	1
(Missing)	72

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	2569	97.2%
True	1	< 0.1%
(Missing)	72	2.7%

의자수
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

0	1756
<NA>	882
9	2
1	2

Length

Max length	4
Median length	1
Mean length	2.001514
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	0
4th row	0
5th row	<NA>

Common Values

Value	Count	Frequency (%)
0	1756	66.5%
<NA>	882	33.4%
9	2	0.1%
1	2	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1756	66.5%
na	882	33.4%
9	2	0.1%
1	2	0.1%

조건부허가신고사유
Text

MISSING

Distinct	4
Distinct (%)	80.0%
Missing	2637
Missing (%)	99.8%
Memory size	20.8 KiB

Length

Max length	52
Median length	25
Mean length	18.8
Min length	5

Characters and Unicode

Total characters	94
Distinct characters	49
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	60.0%

Sample

1st row	계약기간연장
2nd row	가설건축물
3rd row	공중위생관리법시행령 제3조제1호의 규정에 의한 건축물규모 이하의 건축물을 청소하는 경우에 한함
4th row	계약기간연장
5th row	2003 가설허가 제2호(2003.03.08)

Value	Count	Frequency (%)
계약기간연장	2	12.5%
가설건축물	1	6.2%
공중위생관리법시행령	1	6.2%
제3조제1호의	1	6.2%
규정에	1	6.2%
의한	1	6.2%
건축물규모	1	6.2%
이하의	1	6.2%
건축물을	1	6.2%
청소하는	1	6.2%
Other values (5)	5	31.2%

Most occurring characters

Value	Count	Frequency (%)
	11	11.7%
0	6	6.4%
3	4	4.3%
2	3	3.2%
의	3	3.2%
가	3	3.2%
건	3	3.2%
축	3	3.2%
물	3	3.2%
제	3	3.2%
Other values (39)	52	55.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	64	68.1%
Decimal Number	15	16.0%
Space Separator	11	11.7%
Other Punctuation	2	2.1%
Open Punctuation	1	1.1%
Close Punctuation	1	1.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
의	3	4.7%
가	3	4.7%
건	3	4.7%
축	3	4.7%
물	3	4.7%
제	3	4.7%
하	2	3.1%
한	2	3.1%
에	2	3.1%
규	2	3.1%
Other values (30)	38	59.4%

Decimal Number

Value	Count	Frequency (%)
0	6	40.0%
3	4	26.7%
2	3	20.0%
8	1	6.7%
1	1	6.7%

Space Separator

Value	Count	Frequency (%)
	11	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	2	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	64	68.1%
Common	30	31.9%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
의	3	4.7%
가	3	4.7%
건	3	4.7%
축	3	4.7%
물	3	4.7%
제	3	4.7%
하	2	3.1%
한	2	3.1%
에	2	3.1%
규	2	3.1%
Other values (30)	38	59.4%

Common

Value	Count	Frequency (%)
	11	36.7%
0	6	20.0%
3	4	13.3%
2	3	10.0%
.	2	6.7%
(	1	3.3%
8	1	3.3%
1	1	3.3%
)	1	3.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	64	68.1%
ASCII	30	31.9%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	11	36.7%
0	6	20.0%
3	4	13.3%
2	3	10.0%
.	2	6.7%
(	1	3.3%
8	1	3.3%
1	1	3.3%
)	1	3.3%

Hangul

Value	Count	Frequency (%)
의	3	4.7%
가	3	4.7%
건	3	4.7%
축	3	4.7%
물	3	4.7%
제	3	4.7%
하	2	3.1%
한	2	3.1%
에	2	3.1%
규	2	3.1%
Other values (30)	38	59.4%

조건부허가시작일자
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

<NA>	2636
20140301	2
20140212	1
20060825	1
20060106	1

Length

Max length	8
Median length	4
Mean length	4.009084
Min length	4

Unique

Unique	4 ?
Unique (%)	0.2%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	2636	99.8%
20140301	2	0.1%
20140212	1	< 0.1%
20060825	1	< 0.1%
20060106	1	< 0.1%
20100210	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2636	99.8%
20140301	2	0.1%
20140212	1	< 0.1%
20060825	1	< 0.1%
20060106	1	< 0.1%
20100210	1	< 0.1%

조건부허가종료일자
Real number (ℝ)

MISSING

Distinct	6
Distinct (%)	85.7%
Missing	2635
Missing (%)	99.7%
Infinite	0
Infinite (%)	0.0%
Mean	20126313

Minimum	20061231
Maximum	20200415
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.3 KiB

Quantile statistics

Minimum	20061231
5-th percentile	20067109
Q1	20100477
median	20140430
Q3	20140580
95-th percentile	20182510
Maximum	20200415
Range	139184
Interquartile range (IQR)	40103

Descriptive statistics

Standard deviation	45535.116
Coefficient of variation (CV)	0.0022624669
Kurtosis	0.29865416
Mean	20126313
Median Absolute Deviation (MAD)	20300
Skewness	0.1124485
Sum	1.4088419 × 10⁸
Variance	2.0734468 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
20140430	2	0.1%
20140730	1	< 0.1%
20080824	1	< 0.1%
20200415	1	< 0.1%
20061231	1	< 0.1%
20120130	1	< 0.1%
(Missing)	2635	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20061231	1	< 0.1%
20080824	1	< 0.1%
20120130	1	< 0.1%
20140430	2	0.1%
20140730	1	< 0.1%
20200415	1	< 0.1%

Value	Count	Frequency (%)
20200415	1	< 0.1%
20140730	1	< 0.1%
20140430	2	0.1%
20120130	1	< 0.1%
20080824	1	< 0.1%
20061231	1	< 0.1%

건물소유구분명
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

<NA>	1758
임대	842
자가	42

Length

Max length	4
Median length	4
Mean length	3.33081
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	임대
4th row	<NA>
5th row	임대

Common Values

Value	Count	Frequency (%)
<NA>	1758	66.5%
임대	842	31.9%
자가	42	1.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1758	66.5%
임대	842	31.9%
자가	42	1.6%

세탁기수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

0	1582
<NA>	1060

Length

Max length	4
Median length	1
Mean length	2.2036336
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	0
4th row	0
5th row	<NA>

Common Values

Value	Count	Frequency (%)
0	1582	59.9%
<NA>	1060	40.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1582	59.9%
na	1060	40.1%

여성종사자수
Real number (ℝ)

MISSING ZEROS

Distinct	19
Distinct (%)	3.7%
Missing	2128
Missing (%)	80.5%
Infinite	0
Infinite (%)	0.0%
Mean	2.188716

Minimum	0
Maximum	340
Zeros	452
Zeros (%)	17.1%
Negative	0
Negative (%)	0.0%
Memory size	23.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	3
Maximum	340
Range	340
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	17.919067
Coefficient of variation (CV)	8.1870227
Kurtosis	253.73358
Mean	2.188716
Median Absolute Deviation (MAD)	0
Skewness	14.571548
Sum	1125
Variance	321.09297
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0	452	17.1%
1	22	0.8%
2	11	0.4%
95	4	0.2%
5	4	0.2%
3	4	0.2%
20	2	0.1%
10	2	0.1%
8	2	0.1%
9	2	0.1%
Other values (9)	9	0.3%
(Missing)	2128	80.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	452	17.1%
1	22	0.8%
2	11	0.4%
3	4	0.2%
4	1	< 0.1%
5	4	0.2%
7	1	< 0.1%
8	2	0.1%
9	2	0.1%
10	2	0.1%

Value	Count	Frequency (%)
340	1	< 0.1%
102	1	< 0.1%
95	4	0.2%
40	1	< 0.1%
30	1	< 0.1%
26	1	< 0.1%
20	2	0.1%
15	1	< 0.1%
11	1	< 0.1%
10	2	0.1%

남성종사자수
Real number (ℝ)

MISSING ZEROS

Distinct	27
Distinct (%)	4.8%
Missing	2083
Missing (%)	78.8%
Infinite	0
Infinite (%)	0.0%
Mean	4.3649374

Minimum	0
Maximum	560
Zeros	381
Zeros (%)	14.4%
Negative	0
Negative (%)	0.0%
Memory size	23.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	8
Maximum	560
Range	560
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	29.484628
Coefficient of variation (CV)	6.7548799
Kurtosis	235.88404
Mean	4.3649374
Median Absolute Deviation (MAD)	0
Skewness	13.861006
Sum	2440
Variance	869.34328
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
0	381	14.4%
2	45	1.7%
1	42	1.6%
3	26	1.0%
4	17	0.6%
5	15	0.6%
8	7	0.3%
183	4	0.2%
30	2	0.1%
7	2	0.1%
Other values (17)	18	0.7%
(Missing)	2083	78.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	381	14.4%
1	42	1.6%
2	45	1.7%
3	26	1.0%
4	17	0.6%
5	15	0.6%
6	2	0.1%
7	2	0.1%
8	7	0.3%
9	1	< 0.1%

Value	Count	Frequency (%)
560	1	< 0.1%
183	4	0.2%
101	1	< 0.1%
100	1	< 0.1%
97	1	< 0.1%
76	1	< 0.1%
51	1	< 0.1%
48	1	< 0.1%
36	1	< 0.1%
34	1	< 0.1%

회수건조수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

0	1443
<NA>	1199

Length

Max length	4
Median length	1
Mean length	2.3614686
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	0
4th row	0
5th row	<NA>

Common Values

Value	Count	Frequency (%)
0	1443	54.6%
<NA>	1199	45.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1443	54.6%
na	1199	45.4%

침대수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.8 KiB

0	1383
<NA>	1259

Length

Max length	4
Median length	1
Mean length	2.4295988
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	0
4th row	0
5th row	<NA>

Common Values

Value	Count	Frequency (%)
0	1383	52.3%
<NA>	1259	47.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1383	52.3%
na	1259	47.7%

다중이용업소여부
Boolean

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.7 KiB

False	2641
True	1

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	2641	> 99.9%
True	1	< 0.1%

Unnamed: 50
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2642
Missing (%)	100.0%
Memory size	23.3 KiB

First rows
Last rows

	번호	개방서비스명	개방서비스id	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태구분코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	소재지전화	소재지면적	소재지우편번호	소재지전체주소	도로명전체주소	도로명우편번호	사업장명	최종수정시점	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(x)	좌표정보(y)	위생업태명	건물지상층수	건물지하층수	사용시작지상층	사용끝지상층	사용시작지하층	사용끝지하층	한실수	양실수	욕실수	발한실여부	의자수	조건부허가신고사유	조건부허가시작일자	조건부허가종료일자	건물소유구분명	세탁기수	여성종사자수	남성종사자수	회수건조수	침대수	다중이용업소여부	Unnamed: 50
0	1	건물위생관리업	09_30_04_P	3350000	3350000-206-2021-00001	20210104	<NA>	3	폐업	2	폐업	20210112	<NA>	<NA>	<NA>	<NA>	.00	609809	부산광역시 금정구 금사동 81-1 금사자동차운전전문학원	부산광역시 금정구 공단서로8번길 49, 금사자동차운전전문학원 A동 307호 (금사동)	46332	고클린	20210112173128	U	2021-01-14 02:40:00.0	건물위생관리업	392346.245721	192844.636332	건물위생관리업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
1	2	건물위생관리업	09_30_04_P	3260000	3260000-206-2011-00003	20111219	<NA>	3	폐업	2	폐업	20181114	<NA>	<NA>	<NA>	02 4647058	.00	400410	인천광역시 중구 덕교동 128-76번지	인천광역시 중구 마시란로 51-33 (덕교동)	22385	(주)성수인력	20181114111110	I	2018-11-16 02:37:41.0	건물위생관리업	148671.318965	436093.419887	건물위생관리업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
2	3	건물위생관리업	09_30_04_P	3270000	3270000-206-2014-00014	20140327	<NA>	3	폐업	2	폐업	20210225	<NA>	<NA>	<NA>	051 503 2470	46.20	601815	부산광역시 동구 수정동 425-18 1층	부산광역시 동구 망양로 837, 1층 (수정동)	48705	(주)남영산업	20210225124248	U	2021-02-27 02:40:00.0	건물위생관리업	386389.025083	183804.135721	건물위생관리업	7	1	7	7	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	임대	0	<NA>	<NA>	0	0	N	<NA>
3	4	건물위생관리업	09_30_04_P	3380000	3380000-206-2019-00001	20190103	<NA>	3	폐업	2	폐업	20201008	<NA>	<NA>	<NA>	<NA>	33.60	613801	부산광역시 수영구 광안동 100-10	부산광역시 수영구 무학로9번길 46, 1층 (광안동)	48269	청소협동조합 청소하는사람들 부산경남본점	20201008134352	U	2020-10-10 02:40:00.0	건물위생관리업	392665.857369	186997.207472	건물위생관리업	2	0	1	1	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	0	0	0	0	N	<NA>
4	5	건물위생관리업	09_30_04_P	3320000	3320000-206-2005-00002	20051103	<NA>	3	폐업	2	폐업	20060918	<NA>	<NA>	<NA>	051 3410086	91.30	616819	부산광역시 북구 덕천동 388-1번지 대방상가 304호	<NA>	<NA>	(주)천우이엔지	20060629000000	I	2018-08-31 23:59:59.0	건물위생관리업	383443.264424	192181.296405	건물위생관리업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	임대	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
5	6	건물위생관리업	09_30_04_P	3320000	3320000-206-2013-00002	20130904	<NA>	3	폐업	2	폐업	20171116	<NA>	<NA>	<NA>	051 342 8377	46.29	616809	부산광역시 북구 구포동 1256-15번지	부산광역시 북구 시랑로118번길 56 (구포동)	46643	신흥	20171124142705	I	2018-08-31 23:59:59.0	건물위생관리업	382931.486707	190108.209442	건물위생관리업	3	1	0	0	1	1	0	0	0	N	0	<NA>	<NA>	<NA>	자가	0	<NA>	<NA>	0	0	N	<NA>
6	7	건물위생관리업	09_30_04_P	3320000	3320000-206-2011-00008	20110726	<NA>	3	폐업	2	폐업	20161129	<NA>	<NA>	<NA>	051 467 8313	13.80	616815	부산광역시 북구 덕천동 128-3번지 벽산아파트 상가동 101호	부산광역시 북구 만덕3로16번길 45, 상가동 101호 (덕천동, 벽산아파트)	46572	신항엘엠에스(주)	20130902145708	I	2018-08-31 23:59:59.0	건물위생관리업	384149.846541	192152.635373	건물위생관리업	6	0	1	1	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	임대	0	<NA>	<NA>	0	0	N	<NA>
7	8	건물위생관리업	09_30_04_P	3320000	3320000-206-2013-00001	20130530	<NA>	3	폐업	2	폐업	20151104	<NA>	<NA>	<NA>	051 343 0110	28.05	616827	부산광역시 북구 만덕동 835-7번지	부산광역시 북구 덕천로276번길 28 (만덕동)	46611	좋은크린용역	20130530103430	I	2018-08-31 23:59:59.0	건물위생관리업	385138.67522	191793.713154	건물위생관리업	2	1	1	1	<NA>	<NA>	0	0	0	N	0	<NA>	<NA>	<NA>	임대	0	<NA>	<NA>	0	0	N	<NA>
8	9	건물위생관리업	09_30_04_P	3320000	3320000-206-2012-00004	20120525	<NA>	3	폐업	2	폐업	20141006	<NA>	<NA>	<NA>	051 342 2112	32.18	616820	부산광역시 북구 덕천동 417-28번지	부산광역시 북구 만덕대로40번길 33 (덕천동)	46578	(주)대한안전공사	20130418094931	I	2018-08-31 23:59:59.0	건물위생관리업	382968.706137	191893.259359	건물위생관리업	0	0	0	0	1	1	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N	<NA>
9	10	건물위생관리업	09_30_04_P	3320000	3320000-206-2012-00005	20120601	<NA>	3	폐업	2	폐업	20150324	<NA>	<NA>	<NA>	070 76450552	<NA>	616801	부산광역시 북구 구포동 1060-313번지	부산광역시 북구 구포만세길 28-1, 1층 (구포동)	46502	킹스환경개발	20120618100433	I	2018-08-31 23:59:59.0	건물위생관리업	381624.584142	191221.308437	건물위생관리업	1	0	1	1	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N	<NA>

	번호	개방서비스명	개방서비스id	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태구분코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	소재지전화	소재지면적	소재지우편번호	소재지전체주소	도로명전체주소	도로명우편번호	사업장명	최종수정시점	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(x)	좌표정보(y)	위생업태명	건물지상층수	건물지하층수	사용시작지상층	사용끝지상층	사용시작지하층	사용끝지하층	한실수	양실수	욕실수	발한실여부	의자수	조건부허가신고사유	조건부허가시작일자	조건부허가종료일자	건물소유구분명	세탁기수	여성종사자수	남성종사자수	회수건조수	침대수	다중이용업소여부	Unnamed: 50
2632	2633	건물위생관리업	09_30_04_P	3260000	3260000-206-2010-00002	20100511	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 257 0421	102.86	602091	부산광역시 서구 서대신동1가 50-7번지	부산광역시 서구 부용로 15-1 (서대신동1가)	49235	주)영인종합관리	20111223172430	I	2018-08-31 23:59:59.0	건물위생관리업 기타	383858.366929	180676.741592	건물위생관리업 기타	4	1	2	<NA>	<NA>	<NA>	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N	<NA>
2633	2634	건물위생관리업	09_30_04_P	3260000	3260000-206-2010-00001	20100113	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 256 0089	176.33	602826	부산광역시 서구 서대신동3가 448번지	부산광역시 서구 구덕로327번길 61 (서대신동3가)	49225	주식회사 에이스	20111223171637	I	2018-08-31 23:59:59.0	건물위생관리업	383476.002945	181039.869631	건물위생관리업	4	<NA>	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	임대	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
2634	2635	건물위생관리업	09_30_04_P	3260000	3260000-206-2015-00002	20151006	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 231 0980	66.00	602819	부산광역시 서구 서대신동2가 253-4번지	부산광역시 서구 구덕로305번길 56-2 (서대신동2가)	49227	주식회사 블루환경	20180713150419	I	2018-08-31 23:59:59.0	건물위생관리업	383581.224313	180885.702122	건물위생관리업	4	0	1	<NA>	<NA>	<NA>	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	0	0	0	0	N	<NA>
2635	2636	건물위생관리업	09_30_04_P	3360000	3360000-206-2017-00005	20170607	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 305 2727	15.20	618200	부산광역시 강서구 명지동 3440-5번지	부산광역시 강서구 명지국제8로 290, 디엔씨빌딩 4층 403호 (명지동)	46726	(주)부성디엠씨	20180614154426	I	2018-08-31 23:59:59.0	건물위생관리업	375397.641234	179270.21797	건물위생관리업	3	0	1	0	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N	<NA>
2636	2637	건물위생관리업	09_30_04_P	3360000	3360000-206-2010-00001	20100104	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 941 9196	175.85	618210	부산광역시 강서구 녹산동 1325-2번지 1층	부산광역시 강서구 화전산단4로7번길 15, 1층 (녹산동)	46735	(주)마스터크린시스템	20180425114932	I	2018-08-31 23:59:59.0	건물위생관리업	371215.463308	180776.464266	건물위생관리업	2	0	1	1	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N	<NA>
2637	2638	건물위생관리업	09_30_04_P	3360000	3360000-206-2011-00001	20110124	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 851 8812	5.80	618803	부산광역시 강서구 대저1동 2411-1번지	부산광역시 강서구 대저로299번길 42, 2층 (대저1동)	46702	대희산업개발(주)	20180315134935	I	2018-08-31 23:59:59.0	건물위생관리업	380675.494845	192241.280326	건물위생관리업	2	0	2	2	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	자가	0	<NA>	<NA>	0	0	N	<NA>
2638	2639	건물위생관리업	09_30_04_P	3360000	3360000-206-2010-00003	20101026	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051505 6541	22.34	618350	부산광역시 강서구 봉림동 738-1254 1층 일부	부산광역시 강서구 가락대로 1132-1, 1층 일부호 (봉림동)	46709	(주)한성종합관리	20200918101922	U	2020-09-20 02:40:00.0	건물위생관리업	372775.724086	186909.681755	건물위생관리업	1	0	1	1	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	자가	0	<NA>	<NA>	0	0	N	<NA>
2639	2640	건물위생관리업	09_30_04_P	3360000	3360000-206-2017-00004	20171121	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 959 4511	.00	618803	부산광역시 강서구 대저1동 2726번지	부산광역시 강서구 체육공원로52번길 79 (대저1동)	46703	(사)한국장애인자립협회	20171121153653	I	2018-08-31 23:59:59.0	건물위생관리업	380119.062155	191692.440168	건물위생관리업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
2640	2641	건물위생관리업	09_30_04_P	3360000	3360000-206-2013-00001	20130204	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 971 1663	54.00	618807	부산광역시 강서구 대저2동 2440-3	부산광역시 강서구 공항앞길221번길 56 (대저2동)	46720	(주)이레환경	20210202152609	U	2021-02-04 02:40:00.0	건물위생관리업	377875.274835	187827.464522	건물위생관리업	0	0	1	1	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	Y	<NA>
2641	2642	건물위생관리업	09_30_04_P	3360000	3360000-206-2008-00001	20080131	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 971 5534	52.00	618803	부산광역시 강서구 대저1동 3052-7번지	부산광역시 강서구 경전철로188번길 138 (대저1동)	46703	(주)한일이티엘	20170925124740	I	2018-08-31 23:59:59.0	건물위생관리업	379122.254409	190794.005971	건물위생관리업	1	0	1	1	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	임대	0	<NA>	<NA>	0	0	N	<NA>

Overview

Variables

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Decimal Number

Lowercase Letter

Other Punctuation

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter