gimi9 Pandas Profiling

Dataset statistics

Number of variables	51
Number of observations	2631
Missing cells	31750
Missing cells (%)	23.7%
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	2021-05-01
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 (53.3%)	Imbalance
`조건부허가시작일자` is highly imbalanced (98.9%)	Imbalance
`다중이용업소여부` is highly imbalanced (99.5%)	Imbalance
`인허가취소일자` has 2631 (100.0%) missing values	Missing
`폐업일자` has 961 (36.5%) missing values	Missing
`휴업시작일자` has 2631 (100.0%) missing values	Missing
`휴업종료일자` has 2631 (100.0%) missing values	Missing
`재개업일자` has 2631 (100.0%) missing values	Missing
`소재지전화` has 629 (23.9%) missing values	Missing
`소재지우편번호` has 34 (1.3%) missing values	Missing
`도로명전체주소` has 783 (29.8%) missing values	Missing
`도로명우편번호` has 827 (31.4%) missing values	Missing
`좌표정보(x)` has 70 (2.7%) missing values	Missing
`좌표정보(y)` has 70 (2.7%) missing values	Missing
`건물지상층수` has 435 (16.5%) missing values	Missing
`건물지하층수` has 593 (22.5%) missing values	Missing
`사용시작지상층` has 688 (26.1%) missing values	Missing
`사용끝지상층` has 950 (36.1%) missing values	Missing
`사용시작지하층` has 1409 (53.6%) missing values	Missing
`사용끝지하층` has 1585 (60.2%) missing values	Missing
`발한실여부` has 72 (2.7%) missing values	Missing
`조건부허가신고사유` has 2626 (99.8%) missing values	Missing
`조건부허가종료일자` has 2624 (99.7%) missing values	Missing
`여성종사자수` has 2123 (80.7%) missing values	Missing
`남성종사자수` has 2078 (79.0%) missing values	Missing
`Unnamed: 50` has 2631 (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 630 (23.9%) zeros	Zeros
`건물지하층수` has 1165 (44.3%) zeros	Zeros
`사용시작지상층` has 355 (13.5%) zeros	Zeros
`사용끝지상층` has 349 (13.3%) zeros	Zeros
`사용시작지하층` has 1048 (39.8%) zeros	Zeros
`사용끝지하층` has 888 (33.8%) zeros	Zeros
`여성종사자수` has 446 (17.0%) zeros	Zeros
`남성종사자수` has 376 (14.3%) zeros	Zeros

Reproduction

Analysis started	2024-04-20 15:19:19.423633
Analysis finished	2024-04-20 15:19:21.608138
Duration	2.18 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	2631
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1316

Minimum	1
Maximum	2631
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.2 KiB

Quantile statistics

Minimum	1
5-th percentile	132.5
Q1	658.5
median	1316
Q3	1973.5
95-th percentile	2499.5
Maximum	2631
Range	2630
Interquartile range (IQR)	1315

Descriptive statistics

Standard deviation	759.6486
Coefficient of variation (CV)	0.57724058
Kurtosis	-1.2
Mean	1316
Median Absolute Deviation (MAD)	658
Skewness	0
Sum	3462396
Variance	577066
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	< 0.1%
1749	1	< 0.1%
1751	1	< 0.1%
1752	1	< 0.1%
1753	1	< 0.1%
1754	1	< 0.1%
1755	1	< 0.1%
1756	1	< 0.1%
1757	1	< 0.1%
1758	1	< 0.1%
Other values (2621)	2621	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 (%)
2631	1	< 0.1%
2630	1	< 0.1%
2629	1	< 0.1%
2628	1	< 0.1%
2627	1	< 0.1%
2626	1	< 0.1%
2625	1	< 0.1%
2624	1	< 0.1%
2623	1	< 0.1%
2622	1	< 0.1%

개방서비스명
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.7 KiB

건물위생관리업	2631

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	2631	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
건물위생관리업	2631	100.0%

개방서비스id
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.7 KiB

09_30_04_P	2631

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	2631	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
09_30_04_p	2631	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	16
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3325541.6

Minimum	3250000
Maximum	3400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.2 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	44495.496
Coefficient of variation (CV)	0.013379924
Kurtosis	-1.1287208
Mean	3325541.6
Median Absolute Deviation (MAD)	30000
Skewness	0.19638963
Sum	8.7495 × 10⁹
Variance	1.9798491 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3290000	356	13.5%
3300000	298	11.3%
3270000	238	9.0%
3400000	228	8.7%
3330000	208	7.9%
3370000	203	7.7%
3310000	162	6.2%
3350000	151	5.7%
3380000	141	5.4%
3390000	134	5.1%
Other values (6)	512	19.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	102	3.9%
3260000	75	2.9%
3270000	238	9.0%
3280000	27	1.0%
3290000	356	13.5%
3300000	298	11.3%
3310000	162	6.2%
3320000	132	5.0%
3330000	208	7.9%
3340000	121	4.6%

Value	Count	Frequency (%)
3400000	228	8.7%
3390000	134	5.1%
3380000	141	5.4%
3370000	203	7.7%
3360000	55	2.1%
3350000	151	5.7%
3340000	121	4.6%
3330000	208	7.9%
3320000	132	5.0%
3310000	162	6.2%

관리번호
Text

UNIQUE

Distinct	2631
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	20.7 KiB

Length

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

Characters and Unicode

Total characters	57882
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	2631 ?
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%
3320000-206-2016-00003	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%
3320000-206-2012-00006	1	< 0.1%
Other values (2621)	2621	99.6%

Most occurring characters

Value	Count	Frequency (%)
0	26869	46.4%
-	7893	13.6%
2	6772	11.7%
3	5163	8.9%
6	3290	5.7%
1	2846	4.9%
9	1510	2.6%
4	1006	1.7%
7	990	1.7%
5	813	1.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	49989	86.4%
Dash Punctuation	7893	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	26869	53.7%
2	6772	13.5%
3	5163	10.3%
6	3290	6.6%
1	2846	5.7%
9	1510	3.0%
4	1006	2.0%
7	990	2.0%
5	813	1.6%
8	730	1.5%

Dash Punctuation

Value	Count	Frequency (%)
-	7893	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	57882	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	26869	46.4%
-	7893	13.6%
2	6772	11.7%
3	5163	8.9%
6	3290	5.7%
1	2846	4.9%
9	1510	2.6%
4	1006	1.7%
7	990	1.7%
5	813	1.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	57882	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	26869	46.4%
-	7893	13.6%
2	6772	11.7%
3	5163	8.9%
6	3290	5.7%
1	2846	4.9%
9	1510	2.6%
4	1006	1.7%
7	990	1.7%
5	813	1.4%

인허가일자
Real number (ℝ)

Distinct	1961
Distinct (%)	74.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20088545

Minimum	19870507
Maximum	20210325
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.2 KiB

Quantile statistics

Minimum	19870507
5-th percentile	19960716
Q1	20041006
median	20091130
Q3	20141009
95-th percentile	20200119
Maximum	20210325
Range	339818
Interquartile range (IQR)	100003.5

Descriptive statistics

Standard deviation	72061.544
Coefficient of variation (CV)	0.0035871959
Kurtosis	-0.13637574
Mean	20088545
Median Absolute Deviation (MAD)	49995
Skewness	-0.48593412
Sum	5.2852961 × 10¹⁰
Variance	5.1928662 × 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%
20020403	5	0.2%
20070614	5	0.2%
20000706	5	0.2%
20101217	5	0.2%
20110726	5	0.2%
20140219	5	0.2%
Other values (1951)	2578	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 (%)
20210325	1	< 0.1%
20210324	1	< 0.1%
20210322	1	< 0.1%
20210319	1	< 0.1%
20210318	1	< 0.1%
20210316	1	< 0.1%
20210312	1	< 0.1%
20210305	1	< 0.1%
20210223	2	0.1%
20210218	2	0.1%

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2631
Missing (%)	100.0%
Memory size	23.2 KiB

영업상태구분코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.7 KiB

3	1670
1	961

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	1670	63.5%
1	961	36.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	1670	63.5%
1	961	36.5%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.7 KiB

폐업	1670
영업/정상	961

Length

Max length	5
Median length	2
Mean length	3.0957811
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	1670	63.5%
영업/정상	961	36.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	1670	63.5%
영업/정상	961	36.5%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.7 KiB

2	1670
1	961

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	1670	63.5%
1	961	36.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	1670	63.5%
1	961	36.5%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.7 KiB

폐업	1670
영업	961

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	1670	63.5%
영업	961	36.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	1670	63.5%
영업	961	36.5%

폐업일자
Real number (ℝ)

MISSING

Distinct	1221
Distinct (%)	73.1%
Missing	961
Missing (%)	36.5%
Infinite	0
Infinite (%)	0.0%
Mean	20116603

Minimum	19880329
Maximum	20210331
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.2 KiB

Quantile statistics

Minimum	19880329
5-th percentile	20020825
Q1	20070130
median	20121103
Q3	20170406
95-th percentile	20200428
Maximum	20210331
Range	330002
Interquartile range (IQR)	100276

Descriptive statistics

Standard deviation	59974.867
Coefficient of variation (CV)	0.0029813615
Kurtosis	-0.47580569
Mean	20116603
Median Absolute Deviation (MAD)	50012.5
Skewness	-0.45359163
Sum	3.3594727 × 10¹⁰
Variance	3.5969847 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20180525	23	0.9%
20200428	15	0.6%
20110217	10	0.4%
20030227	10	0.4%
20180808	9	0.3%
20041213	8	0.3%
20031124	8	0.3%
20170831	8	0.3%
20090318	7	0.3%
20031114	7	0.3%
Other values (1211)	1565	59.5%
(Missing)	961	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 (%)
20210331	1	< 0.1%
20210326	1	< 0.1%
20210322	1	< 0.1%
20210311	1	< 0.1%
20210309	2	0.1%
20210304	1	< 0.1%
20210225	3	0.1%
20210216	1	< 0.1%
20210210	2	0.1%
20210202	1	< 0.1%

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2631
Missing (%)	100.0%
Memory size	23.2 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2631
Missing (%)	100.0%
Memory size	23.2 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2631
Missing (%)	100.0%
Memory size	23.2 KiB

소재지전화
Text

MISSING

Distinct	1738
Distinct (%)	86.8%
Missing	629
Missing (%)	23.9%
Memory size	20.7 KiB

Length

Max length	12
Median length	12
Mean length	11.210789
Min length	3

Characters and Unicode

Total characters	22444
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	1543 ?
Unique (%)	77.1%

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	1777	37.2%
727	58	1.2%
070	55	1.2%
728	17	0.4%
502	15	0.3%
724	15	0.3%
722	13	0.3%
557	12	0.3%
851	11	0.2%
555	11	0.2%
Other values (1942)	2795	58.5%

Most occurring characters

Value	Count	Frequency (%)
5	3511	15.6%
0	3430	15.3%
1	3283	14.6%
	2794	12.4%
2	1598	7.1%
7	1549	6.9%
6	1400	6.2%
4	1382	6.2%
3	1326	5.9%
8	1254	5.6%
Other values (2)	917	4.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	19649	87.5%
Space Separator	2794	12.4%
Dash Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	3511	17.9%
0	3430	17.5%
1	3283	16.7%
2	1598	8.1%
7	1549	7.9%
6	1400	7.1%
4	1382	7.0%
3	1326	6.7%
8	1254	6.4%
9	916	4.7%

Space Separator

Value	Count	Frequency (%)
	2794	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	22444	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	3511	15.6%
0	3430	15.3%
1	3283	14.6%
	2794	12.4%
2	1598	7.1%
7	1549	6.9%
6	1400	6.2%
4	1382	6.2%
3	1326	5.9%
8	1254	5.6%
Other values (2)	917	4.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	22444	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	3511	15.6%
0	3430	15.3%
1	3283	14.6%
	2794	12.4%
2	1598	7.1%
7	1549	6.9%
6	1400	6.2%
4	1382	6.2%
3	1326	5.9%
8	1254	5.6%
Other values (2)	917	4.1%

소재지면적
Text

Distinct	1557
Distinct (%)	59.7%
Missing	24
Missing (%)	0.9%
Memory size	20.7 KiB

Length

Max length	9
Median length	5
Mean length	4.8665132
Min length	3

Characters and Unicode

Total characters	12687
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	1258 ?
Unique (%)	48.3%

Sample

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

Value	Count	Frequency (%)
00	351	13.5%
33.00	38	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%
99.00	11	0.4%
25.00	11	0.4%
12.00	11	0.4%
Other values (1547)	2112	81.0%

Most occurring characters

Value	Count	Frequency (%)
0	2753	21.7%
.	2607	20.5%
1	1083	8.5%
2	998	7.9%
5	878	6.9%
3	857	6.8%
6	812	6.4%
4	787	6.2%
8	707	5.6%
7	604	4.8%
Other values (2)	601	4.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	10075	79.4%
Other Punctuation	2612	20.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2753	27.3%
1	1083	10.7%
2	998	9.9%
5	878	8.7%
3	857	8.5%
6	812	8.1%
4	787	7.8%
8	707	7.0%
7	604	6.0%
9	596	5.9%

Other Punctuation

Value	Count	Frequency (%)
.	2607	99.8%
,	5	0.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	12687	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2753	21.7%
.	2607	20.5%
1	1083	8.5%
2	998	7.9%
5	878	6.9%
3	857	6.8%
6	812	6.4%
4	787	6.2%
8	707	5.6%
7	604	4.8%
Other values (2)	601	4.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	12687	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2753	21.7%
.	2607	20.5%
1	1083	8.5%
2	998	7.9%
5	878	6.9%
3	857	6.8%
6	812	6.4%
4	787	6.2%
8	707	5.6%
7	604	4.8%
Other values (2)	601	4.7%

소재지우편번호
Real number (ℝ)

MISSING

Distinct	605
Distinct (%)	23.3%
Missing	34
Missing (%)	1.3%
Infinite	0
Infinite (%)	0.0%
Mean	610916.66

Minimum	400410
Maximum	619953
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.2 KiB

Quantile statistics

Minimum	400410
5-th percentile	601807
Q1	607813
median	611825
Q3	614854
95-th percentile	619912
Maximum	619953
Range	219543
Interquartile range (IQR)	7041

Descriptive statistics

Standard deviation	7009.0692
Coefficient of variation (CV)	0.011473037
Kurtosis	312.02425
Mean	610916.66
Median Absolute Deviation (MAD)	3993
Skewness	-10.561976
Sum	1.5865506 × 10⁹
Variance	49127051
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
619951	47	1.8%
619952	46	1.7%
601837	40	1.5%
601839	29	1.1%
601836	28	1.1%
614844	26	1.0%
619953	26	1.0%
601838	25	1.0%
614865	23	0.9%
607804	21	0.8%
Other values (595)	2286	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	17	0.6%
619904	5	0.2%

소재지전체주소
Text

Distinct	2430
Distinct (%)	92.9%
Missing	14
Missing (%)	0.5%
Memory size	20.7 KiB

Length

Max length	54
Median length	45
Mean length	25.38632
Min length	2

Characters and Unicode

Total characters	66436
Distinct characters	405
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	2271 ?
Unique (%)	86.8%

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	2615	20.8%
부산진구	349	2.8%
동래구	298	2.4%
동구	237	1.9%
기장군	227	1.8%
해운대구	209	1.7%
연제구	202	1.6%
남구	161	1.3%
초량동	160	1.3%
금정구	151	1.2%
Other values (3171)	7969	63.4%

Most occurring characters

Value	Count	Frequency (%)
	9964	15.0%
산	3229	4.9%
부	3228	4.9%
1	3206	4.8%
동	3180	4.8%
광	2716	4.1%
시	2643	4.0%
역	2624	3.9%
구	2477	3.7%
지	2475	3.7%
Other values (395)	30694	46.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	39441	59.4%
Decimal Number	14027	21.1%
Space Separator	9964	15.0%
Dash Punctuation	2389	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	3229	8.2%
부	3228	8.2%
동	3180	8.1%
광	2716	6.9%
시	2643	6.7%
역	2624	6.7%
구	2477	6.3%
지	2475	6.3%
번	2354	6.0%
호	529	1.3%
Other values (348)	13986	35.5%

Uppercase Letter

Value	Count	Frequency (%)
B	98	39.7%
T	76	30.8%
O	14	5.7%
D	9	3.6%
A	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	3206	22.9%
2	1936	13.8%
3	1597	11.4%
4	1323	9.4%
0	1248	8.9%
5	1181	8.4%
6	1007	7.2%
7	955	6.8%
8	865	6.2%
9	709	5.1%

Lowercase Letter

Value	Count	Frequency (%)
e	2	15.4%
k	2	15.4%
s	2	15.4%
o	1	7.7%
t	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 (%)
	9964	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2389	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	39441	59.4%
Common	26735	40.2%
Latin	260	0.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
산	3229	8.2%
부	3228	8.2%
동	3180	8.1%
광	2716	6.9%
시	2643	6.7%
역	2624	6.7%
구	2477	6.3%
지	2475	6.3%
번	2354	6.0%
호	529	1.3%
Other values (348)	13986	35.5%

Latin

Value	Count	Frequency (%)
B	98	37.7%
T	76	29.2%
O	14	5.4%
D	9	3.5%
A	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 (%)
	9964	37.3%
1	3206	12.0%
-	2389	8.9%
2	1936	7.2%
3	1597	6.0%
4	1323	4.9%
0	1248	4.7%
5	1181	4.4%
6	1007	3.8%
7	955	3.6%
Other values (9)	1929	7.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	39441	59.4%
ASCII	26995	40.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	9964	36.9%
1	3206	11.9%
-	2389	8.8%
2	1936	7.2%
3	1597	5.9%
4	1323	4.9%
0	1248	4.6%
5	1181	4.4%
6	1007	3.7%
7	955	3.5%
Other values (37)	2189	8.1%

Hangul

Value	Count	Frequency (%)
산	3229	8.2%
부	3228	8.2%
동	3180	8.1%
광	2716	6.9%
시	2643	6.7%
역	2624	6.7%
구	2477	6.3%
지	2475	6.3%
번	2354	6.0%
호	529	1.3%
Other values (348)	13986	35.5%

도로명전체주소
Text

MISSING

Distinct	1772
Distinct (%)	95.9%
Missing	783
Missing (%)	29.8%
Memory size	20.7 KiB

Length

Max length	63
Median length	49
Mean length	31.755952
Min length	20

Characters and Unicode

Total characters	58685
Distinct characters	423
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	1707 ?
Unique (%)	92.4%

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	1847	16.2%
부산진구	248	2.2%
1층	233	2.0%
2층	232	2.0%
동래구	207	1.8%
기장군	195	1.7%
해운대구	163	1.4%
연제구	148	1.3%
3층	134	1.2%
동구	130	1.1%
Other values (2444)	7843	68.9%

Most occurring characters

Value	Count	Frequency (%)
	9534	16.2%
동	2393	4.1%
산	2323	4.0%
부	2303	3.9%
1	2256	3.8%
광	1955	3.3%
시	1932	3.3%
역	1855	3.2%
구	1751	3.0%
로	1740	3.0%
Other values (413)	30643	52.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	33917	57.8%
Decimal Number	9697	16.5%
Space Separator	9534	16.2%
Close Punctuation	1729	2.9%
Open Punctuation	1729	2.9%
Other Punctuation	1636	2.8%
Dash Punctuation	314	0.5%
Uppercase Letter	115	0.2%
Lowercase Letter	11	< 0.1%
Math Symbol	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	2393	7.1%
산	2323	6.8%
부	2303	6.8%
광	1955	5.8%
시	1932	5.7%
역	1855	5.5%
구	1751	5.2%
로	1740	5.1%
층	975	2.9%
길	923	2.7%
Other values (370)	15767	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%
O	4	3.5%
I	4	3.5%
T	4	3.5%
K	2	1.7%
Other values (6)	7	6.1%

Decimal Number

Value	Count	Frequency (%)
1	2256	23.3%
2	1624	16.7%
3	1178	12.1%
0	890	9.2%
4	814	8.4%
5	715	7.4%
6	609	6.3%
7	563	5.8%
8	542	5.6%
9	506	5.2%

Lowercase Letter

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

Other Punctuation

Value	Count	Frequency (%)
,	1626	99.4%
/	6	0.4%
@	2	0.1%
.	2	0.1%

Space Separator

Value	Count	Frequency (%)
	9534	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1729	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1729	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	314	100.0%

Math Symbol

Value	Count	Frequency (%)
~	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	33917	57.8%
Common	24642	42.0%
Latin	126	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	2393	7.1%
산	2323	6.8%
부	2303	6.8%
광	1955	5.8%
시	1932	5.7%
역	1855	5.5%
구	1751	5.2%
로	1740	5.1%
층	975	2.9%
길	923	2.7%
Other values (370)	15767	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%
O	4	3.2%
I	4	3.2%
T	4	3.2%
K	2	1.6%
Other values (14)	18	14.3%

Common

Value	Count	Frequency (%)
	9534	38.7%
1	2256	9.2%
)	1729	7.0%
(	1729	7.0%
,	1626	6.6%
2	1624	6.6%
3	1178	4.8%
0	890	3.6%
4	814	3.3%
5	715	2.9%
Other values (9)	2547	10.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	33917	57.8%
ASCII	24768	42.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	9534	38.5%
1	2256	9.1%
)	1729	7.0%
(	1729	7.0%
,	1626	6.6%
2	1624	6.6%
3	1178	4.8%
0	890	3.6%
4	814	3.3%
5	715	2.9%
Other values (33)	2673	10.8%

Hangul

Value	Count	Frequency (%)
동	2393	7.1%
산	2323	6.8%
부	2303	6.8%
광	1955	5.8%
시	1932	5.7%
역	1855	5.5%
구	1751	5.2%
로	1740	5.1%
층	975	2.9%
길	923	2.7%
Other values (370)	15767	46.5%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	860
Distinct (%)	47.7%
Missing	827
Missing (%)	31.4%
Infinite	0
Infinite (%)	0.0%
Mean	47612.938

Minimum	22385
Maximum	49524
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.2 KiB

Quantile statistics

Minimum	22385
5-th percentile	46037
Q1	46965.75
median	47709
Q3	48314
95-th percentile	49260.85
Maximum	49524
Range	27139
Interquartile range (IQR)	1348.25

Descriptive statistics

Standard deviation	1139.1513
Coefficient of variation (CV)	0.023925247
Kurtosis	131.96033
Mean	47612.938
Median Absolute Deviation (MAD)	721
Skewness	-6.0200949
Sum	85893741
Variance	1297665.7
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%
47247	14	0.5%
48060	14	0.5%
48093	14	0.5%
48059	14	0.5%
47243	12	0.5%
47246	11	0.4%
Other values (850)	1635	62.1%
(Missing)	827	31.4%

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	2238
Distinct (%)	85.1%
Missing	0
Missing (%)	0.0%
Memory size	20.7 KiB

Length

Max length	40
Median length	22
Mean length	7.1980236
Min length	2

Characters and Unicode

Total characters	18938
Distinct characters	540
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	1929 ?
Unique (%)	73.3%

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	170	5.6%
주	16	0.5%
주)만비종합관리	7	0.2%
시스템	7	0.2%
주)만송	7	0.2%
주)금강종합개발	6	0.2%
유한회사	6	0.2%
청소나라	6	0.2%
그린산업	6	0.2%
환경	5	0.2%
Other values (2351)	2808	92.2%

Most occurring characters

Value	Count	Frequency (%)
주	1485	7.8%
)	1315	6.9%
(	1279	6.8%
스	562	3.0%
사	458	2.4%
	416	2.2%
업	377	2.0%
경	331	1.7%
이	330	1.7%
에	321	1.7%
Other values (530)	12064	63.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	15536	82.0%
Close Punctuation	1315	6.9%
Open Punctuation	1279	6.8%
Space Separator	416	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	1485	9.6%
스	562	3.6%
사	458	2.9%
업	377	2.4%
경	331	2.1%
이	330	2.1%
에	321	2.1%
회	307	2.0%
산	295	1.9%
리	247	1.6%
Other values (476)	10823	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%
H	16	6.6%
M	16	6.6%
N	15	6.1%
T	13	5.3%
J	8	3.3%
Other values (10)	53	21.7%

Lowercase Letter

Value	Count	Frequency (%)
e	13	24.1%
o	6	11.1%
s	5	9.3%
a	5	9.3%
r	4	7.4%
l	4	7.4%
n	4	7.4%
c	3	5.6%
t	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%
4	3	7.7%
0	3	7.7%
9	3	7.7%
6	2	5.1%
8	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 (%)
)	1315	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1279	100.0%

Space Separator

Value	Count	Frequency (%)
	416	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	15551	82.1%
Common	3089	16.3%
Latin	298	1.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	1485	9.5%
스	562	3.6%
사	458	2.9%
업	377	2.4%
경	331	2.1%
이	330	2.1%
에	321	2.1%
회	307	2.0%
산	295	1.9%
리	247	1.6%
Other values (478)	10838	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%
H	16	5.4%
M	16	5.4%
N	15	5.0%
e	13	4.4%
T	13	4.4%
Other values (24)	102	34.2%

Common

Value	Count	Frequency (%)
)	1315	42.6%
(	1279	41.4%
	416	13.5%
&	16	0.5%
1	16	0.5%
.	11	0.4%
2	8	0.3%
,	5	0.2%
·	4	0.1%
4	3	0.1%
Other values (8)	16	0.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	15536	82.0%
ASCII	3381	17.9%
None	21	0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
주	1485	9.6%
스	562	3.6%
사	458	2.9%
업	377	2.4%
경	331	2.1%
이	330	2.1%
에	321	2.1%
회	307	2.0%
산	295	1.9%
리	247	1.6%
Other values (476)	10823	69.7%

ASCII

Value	Count	Frequency (%)
)	1315	38.9%
(	1279	37.8%
	416	12.3%
C	41	1.2%
S	25	0.7%
E	22	0.7%
B	18	0.5%
G	17	0.5%
H	16	0.5%
&	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	2376
Distinct (%)	90.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0131326 × 10¹³

Minimum	1.9990201 × 10¹³
Maximum	2.0210331 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.2 KiB

Quantile statistics

Minimum	1.9990201 × 10¹³
5-th percentile	2.0030216 × 10¹³
Q1	2.0080804 × 10¹³
median	2.0140828 × 10¹³
Q3	2.0190116 × 10¹³
95-th percentile	2.0201202 × 10¹³
Maximum	2.0210331 × 10¹³
Range	2.2013015 × 10¹¹
Interquartile range (IQR)	1.0931199 × 10¹¹

Descriptive statistics

Standard deviation	6.1411504 × 10¹⁰
Coefficient of variation (CV)	0.0030505444
Kurtosis	-0.94412859
Mean	2.0131326 × 10¹³
Median Absolute Deviation (MAD)	4.9587947 × 10¹⁰
Skewness	-0.54116451
Sum	5.2965519 × 10¹⁶
Variance	3.7713728 × 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%
20030521000000	8	0.3%
20030227000000	8	0.3%
Other values (2366)	2516	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 (%)
20210331154004	1	< 0.1%
20210326160703	1	< 0.1%
20210326160556	1	< 0.1%
20210326155352	1	< 0.1%
20210326103306	1	< 0.1%
20210325135858	1	< 0.1%
20210325114551	1	< 0.1%
20210325111348	1	< 0.1%
20210324172805	1	< 0.1%
20210324151002	1	< 0.1%

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.7 KiB

I	2018
U	613

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	2018	76.7%
U	613	23.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	2018	76.7%
u	613	23.3%

데이터갱신일자
Date

Distinct	486
Distinct (%)	18.5%
Missing	0
Missing (%)	0.0%
Memory size	20.7 KiB

Minimum	2018-08-31 23:59:59
Maximum	2021-04-02 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	20.7 KiB

건물위생관리업	2601
건물위생관리업 기타	22
<NA>	8

Length

Max length	10
Median length	7
Mean length	7.0159635
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	2601	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	2623	98.9%
기타	22	0.8%
na	8	0.3%

좌표정보(x)
Real number (ℝ)

MISSING

Distinct	1962
Distinct (%)	76.6%
Missing	70
Missing (%)	2.7%
Infinite	0
Infinite (%)	0.0%
Mean	389108.26

Minimum	148671.32
Maximum	408081.98
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.2 KiB

Quantile statistics

Minimum	148671.32
5-th percentile	380053.98
Q1	385769.57
median	388630.28
Q3	391501.66
95-th percentile	403703.43
Maximum	408081.98
Range	259410.66
Interquartile range (IQR)	5732.0854

Descriptive statistics

Standard deviation	8006.962
Coefficient of variation (CV)	0.020577723
Kurtosis	317.23948
Mean	389108.26
Median Absolute Deviation (MAD)	2860.9895
Skewness	-10.200976
Sum	9.9650625 × 10⁸
Variance	64111441
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%
388310.086924943	9	0.3%
391411.212179843	9	0.3%
396180.621244719	9	0.3%
386351.941329364	8	0.3%
407871.508884898	8	0.3%
387225.613588405	8	0.3%
387869.134317928	8	0.3%
Other values (1952)	2469	93.8%
(Missing)	70	2.7%

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	1962
Distinct (%)	76.6%
Missing	70
Missing (%)	2.7%
Infinite	0
Infinite (%)	0.0%
Mean	188413.89

Minimum	174156.62
Maximum	436093.42
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.2 KiB

Quantile statistics

Minimum	174156.62
5-th percentile	179713.92
Q1	184018.93
median	187551.77
Q3	191384.92
95-th percentile	203500.98
Maximum	436093.42
Range	261936.8
Interquartile range (IQR)	7365.989

Descriptive statistics

Standard deviation	8071.2336
Coefficient of variation (CV)	0.042837785
Kurtosis	345.73488
Mean	188413.89
Median Absolute Deviation (MAD)	3699.6506
Skewness	11.70407
Sum	4.8252797 × 10⁸
Variance	65144812
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%
183883.854898063	9	0.3%
184052.409245407	9	0.3%
186522.35047527	9	0.3%
182468.78681462	8	0.3%
205389.277197702	8	0.3%
186408.726533861	8	0.3%
186381.28184674	8	0.3%
Other values (1952)	2469	93.8%
(Missing)	70	2.7%

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	20.7 KiB

건물위생관리업	2601
건물위생관리업 기타	22
<NA>	8

Length

Max length	10
Median length	7
Mean length	7.0159635
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	2601	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	2623	98.9%
기타	22	0.8%
na	8	0.3%

건물지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	31
Distinct (%)	1.4%
Missing	435
Missing (%)	16.5%
Infinite	0
Infinite (%)	0.0%
Mean	3.753643

Minimum	0
Maximum	51
Zeros	630
Zeros (%)	23.9%
Negative	0
Negative (%)	0.0%
Memory size	23.2 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	4.6595101
Coefficient of variation (CV)	1.2413301
Kurtosis	15.970981
Mean	3.753643
Median Absolute Deviation (MAD)	2
Skewness	3.0466376
Sum	8243
Variance	21.711035
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
0	630	23.9%
4	350	13.3%
3	251	9.5%
2	234	8.9%
5	233	8.9%
1	111	4.2%
6	90	3.4%
7	51	1.9%
10	41	1.6%
8	35	1.3%
Other values (21)	170	6.5%
(Missing)	435	16.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	630	23.9%
1	111	4.2%
2	234	8.9%
3	251	9.5%
4	350	13.3%
5	233	8.9%
6	90	3.4%
7	51	1.9%
8	35	1.3%
9	25	1.0%

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 (%)	22.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.60991168

Minimum	0
Maximum	8
Zeros	1165
Zeros (%)	44.3%
Negative	0
Negative (%)	0.0%
Memory size	23.2 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	0.96040405
Coefficient of variation (CV)	1.5746609
Kurtosis	9.5576368
Mean	0.60991168
Median Absolute Deviation (MAD)	0
Skewness	2.6464344
Sum	1243
Variance	0.92237594
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	1165	44.3%
1	686	26.1%
2	95	3.6%
3	41	1.6%
5	22	0.8%
4	21	0.8%
6	7	0.3%
8	1	< 0.1%
(Missing)	593	22.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1165	44.3%
1	686	26.1%
2	95	3.6%
3	41	1.6%
4	21	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	21	0.8%
3	41	1.6%
2	95	3.6%
1	686	26.1%
0	1165	44.3%

사용시작지상층
Real number (ℝ)

MISSING ZEROS

Distinct	26
Distinct (%)	1.3%
Missing	688
Missing (%)	26.1%
Infinite	0
Infinite (%)	0.0%
Mean	2.6649511

Minimum	0
Maximum	48
Zeros	355
Zeros (%)	13.5%
Negative	0
Negative (%)	0.0%
Memory size	23.2 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	3.3128097
Coefficient of variation (CV)	1.2431034
Kurtosis	28.058004
Mean	2.6649511
Median Absolute Deviation (MAD)	1
Skewness	3.9297527
Sum	5178
Variance	10.974708
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
2	458	17.4%
1	427	16.2%
0	355	13.5%
3	285	10.8%
4	148	5.6%
5	71	2.7%
6	45	1.7%
7	35	1.3%
9	19	0.7%
8	19	0.7%
Other values (16)	81	3.1%
(Missing)	688	26.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	355	13.5%
1	427	16.2%
2	458	17.4%
3	285	10.8%
4	148	5.6%
5	71	2.7%
6	45	1.7%
7	35	1.3%
8	19	0.7%
9	19	0.7%

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	950
Missing (%)	36.1%
Infinite	0
Infinite (%)	0.0%
Mean	2.5342058

Minimum	0
Maximum	48
Zeros	349
Zeros (%)	13.3%
Negative	0
Negative (%)	0.0%
Memory size	23.2 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	3.2774739
Coefficient of variation (CV)	1.2932943
Kurtosis	31.666903
Mean	2.5342058
Median Absolute Deviation (MAD)	1
Skewness	4.1529396
Sum	4260
Variance	10.741835
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
2	384	14.6%
1	372	14.1%
0	349	13.3%
3	237	9.0%
4	128	4.9%
5	50	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)	950	36.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	349	13.3%
1	372	14.1%
2	384	14.6%
3	237	9.0%
4	128	4.9%
5	50	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	1409
Missing (%)	53.6%
Infinite	0
Infinite (%)	0.0%
Mean	0.15466448

Minimum	0
Maximum	5
Zeros	1048
Zeros (%)	39.8%
Negative	0
Negative (%)	0.0%
Memory size	23.2 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	0.42037425
Coefficient of variation (CV)	2.7179753
Kurtosis	27.95205
Mean	0.15466448
Median Absolute Deviation (MAD)	0
Skewness	4.0457584
Sum	189
Variance	0.17671451
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	1048	39.8%
1	167	6.3%
2	3	0.1%
4	2	0.1%
5	1	< 0.1%
3	1	< 0.1%
(Missing)	1409	53.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1048	39.8%
1	167	6.3%
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	167	6.3%
0	1048	39.8%

사용끝지하층
Real number (ℝ)

MISSING ZEROS

Distinct	7
Distinct (%)	0.7%
Missing	1585
Missing (%)	60.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.1749522

Minimum	0
Maximum	10
Zeros	888
Zeros (%)	33.8%
Negative	0
Negative (%)	0.0%
Memory size	23.2 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	0.53130133
Coefficient of variation (CV)	3.0368371
Kurtosis	121.72245
Mean	0.1749522
Median Absolute Deviation (MAD)	0
Skewness	8.122549
Sum	183
Variance	0.2822811
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	888	33.8%
1	148	5.6%
2	5	0.2%
3	2	0.1%
5	1	< 0.1%
4	1	< 0.1%
10	1	< 0.1%
(Missing)	1585	60.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	888	33.8%
1	148	5.6%
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	148	5.6%
0	888	33.8%

한실수
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.7 KiB

0	1746
<NA>	884
1	1

Length

Max length	4
Median length	1
Mean length	2.0079818
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	1746	66.4%
<NA>	884	33.6%
1	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1746	66.4%
na	884	33.6%
1	1	< 0.1%

양실수
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.7 KiB

0	1746
<NA>	884
29	1

Length

Max length	4
Median length	1
Mean length	2.0083618
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	1746	66.4%
<NA>	884	33.6%
29	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1746	66.4%
na	884	33.6%
29	1	< 0.1%

욕실수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.7 KiB

0	1747
<NA>	884

Length

Max length	4
Median length	1
Mean length	2.0079818
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	1747	66.4%
<NA>	884	33.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1747	66.4%
na	884	33.6%

발한실여부
Boolean

IMBALANCE MISSING

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

False	2558
True	1
(Missing)	72

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	2558	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	20.7 KiB

0	1746
<NA>	882
9	2
1	1

Length

Max length	4
Median length	1
Mean length	2.0057013
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	1746	66.4%
<NA>	882	33.5%
9	2	0.1%
1	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1746	66.4%
na	882	33.5%
9	2	0.1%
1	1	< 0.1%

조건부허가신고사유
Text

MISSING

Distinct	4
Distinct (%)	80.0%
Missing	2626
Missing (%)	99.8%
Memory size	20.7 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	20.7 KiB

<NA>	2625
20140301	2
20140212	1
20060825	1
20060106	1

Length

Max length	8
Median length	4
Mean length	4.009122
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>	2625	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	2625	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	2624
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	23.2 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)	2624	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	20.7 KiB

<NA>	1748
임대	841
자가	42

Length

Max length	4
Median length	4
Mean length	3.3287723
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>	1748	66.4%
임대	841	32.0%
자가	42	1.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1748	66.4%
임대	841	32.0%
자가	42	1.6%

세탁기수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.7 KiB

0	1571
<NA>	1060

Length

Max length	4
Median length	1
Mean length	2.2086659
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	1571	59.7%
<NA>	1060	40.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1571	59.7%
na	1060	40.3%

여성종사자수
Real number (ℝ)

MISSING ZEROS

Distinct	19
Distinct (%)	3.7%
Missing	2123
Missing (%)	80.7%
Infinite	0
Infinite (%)	0.0%
Mean	2.2145669

Minimum	0
Maximum	340
Zeros	446
Zeros (%)	17.0%
Negative	0
Negative (%)	0.0%
Memory size	23.2 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	18.023194
Coefficient of variation (CV)	8.1384734
Kurtosis	250.77141
Mean	2.2145669
Median Absolute Deviation (MAD)	0
Skewness	14.486291
Sum	1125
Variance	324.83553
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0	446	17.0%
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)	2123	80.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	446	17.0%
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 (%)	4.9%
Missing	2078
Missing (%)	79.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.4068716

Minimum	0
Maximum	560
Zeros	376
Zeros (%)	14.3%
Negative	0
Negative (%)	0.0%
Memory size	23.2 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	29.64144
Coefficient of variation (CV)	6.7261864
Kurtosis	233.35969
Mean	4.4068716
Median Absolute Deviation (MAD)	0
Skewness	13.786773
Sum	2437
Variance	878.61495
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
0	376	14.3%
2	45	1.7%
1	42	1.6%
3	25	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)	2078	79.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	376	14.3%
1	42	1.6%
2	45	1.7%
3	25	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	20.7 KiB

0	1431
<NA>	1200

Length

Max length	4
Median length	1
Mean length	2.368301
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	1431	54.4%
<NA>	1200	45.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1431	54.4%
na	1200	45.6%

침대수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.7 KiB

0	1370
<NA>	1261

Length

Max length	4
Median length	1
Mean length	2.4378563
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	1370	52.1%
<NA>	1261	47.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1370	52.1%
na	1261	47.9%

다중이용업소여부
Boolean

IMBALANCE

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

False	2630
True	1

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	2630	> 99.9%
True	1	< 0.1%

Unnamed: 50
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2631
Missing (%)	100.0%
Memory size	23.2 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
2621	2622	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>
2622	2623	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>
2623	2624	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>
2624	2625	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>
2625	2626	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>
2626	2627	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>
2627	2628	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>
2628	2629	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>
2629	2630	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>
2630	2631	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