gimi9 Pandas Profiling

Dataset statistics

Number of variables	51
Number of observations	2618
Missing cells	31613
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	2021-04-01
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 (93.9%)	Imbalance
`위생업태명` is highly imbalanced (93.9%)	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 2618 (100.0%) missing values	Missing
`폐업일자` has 955 (36.5%) missing values	Missing
`휴업시작일자` has 2618 (100.0%) missing values	Missing
`휴업종료일자` has 2618 (100.0%) missing values	Missing
`재개업일자` has 2618 (100.0%) missing values	Missing
`소재지전화` has 624 (23.8%) missing values	Missing
`소재지우편번호` has 34 (1.3%) missing values	Missing
`도로명전체주소` has 783 (29.9%) missing values	Missing
`도로명우편번호` has 827 (31.6%) missing values	Missing
`좌표정보(x)` has 70 (2.7%) missing values	Missing
`좌표정보(y)` has 70 (2.7%) missing values	Missing
`건물지상층수` has 433 (16.5%) missing values	Missing
`건물지하층수` has 591 (22.6%) missing values	Missing
`사용시작지상층` has 685 (26.2%) missing values	Missing
`사용끝지상층` has 947 (36.2%) missing values	Missing
`사용시작지하층` has 1403 (53.6%) missing values	Missing
`사용끝지하층` has 1579 (60.3%) missing values	Missing
`발한실여부` has 72 (2.8%) missing values	Missing
`조건부허가신고사유` has 2612 (99.8%) missing values	Missing
`조건부허가종료일자` has 2611 (99.7%) missing values	Missing
`여성종사자수` has 2117 (80.9%) missing values	Missing
`남성종사자수` has 2072 (79.1%) missing values	Missing
`Unnamed: 50` has 2618 (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 626 (23.9%) zeros	Zeros
`건물지하층수` has 1159 (44.3%) zeros	Zeros
`사용시작지상층` has 354 (13.5%) zeros	Zeros
`사용끝지상층` has 347 (13.3%) zeros	Zeros
`사용시작지하층` has 1041 (39.8%) zeros	Zeros
`사용끝지하층` has 881 (33.7%) zeros	Zeros
`여성종사자수` has 439 (16.8%) zeros	Zeros
`남성종사자수` has 370 (14.1%) zeros	Zeros

Reproduction

Analysis started	2024-04-20 15:29:29.980357
Analysis finished	2024-04-20 15:29:32.094764
Duration	2.11 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	2618
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1309.5

Minimum	1
Maximum	2618
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.1 KiB

Quantile statistics

Minimum	1
5-th percentile	131.85
Q1	655.25
median	1309.5
Q3	1963.75
95-th percentile	2487.15
Maximum	2618
Range	2617
Interquartile range (IQR)	1308.5

Descriptive statistics

Standard deviation	755.89583
Coefficient of variation (CV)	0.57724004
Kurtosis	-1.2
Mean	1309.5
Median Absolute Deviation (MAD)	654.5
Skewness	0
Sum	3428271
Variance	571378.5
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	< 0.1%
1760	1	< 0.1%
1742	1	< 0.1%
1743	1	< 0.1%
1744	1	< 0.1%
1745	1	< 0.1%
1746	1	< 0.1%
1747	1	< 0.1%
1748	1	< 0.1%
1749	1	< 0.1%
Other values (2608)	2608	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 (%)
2618	1	< 0.1%
2617	1	< 0.1%
2616	1	< 0.1%
2615	1	< 0.1%
2614	1	< 0.1%
2613	1	< 0.1%
2612	1	< 0.1%
2611	1	< 0.1%
2610	1	< 0.1%
2609	1	< 0.1%

개방서비스명
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.6 KiB

건물위생관리업	2618

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	2618	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
건물위생관리업	2618	100.0%

개방서비스id
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.6 KiB

09_30_04_P	2618

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	2618	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
09_30_04_p	2618	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	16
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3325397.2

Minimum	3250000
Maximum	3400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.1 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	44481.631
Coefficient of variation (CV)	0.013376336
Kurtosis	-1.1245877
Mean	3325397.2
Median Absolute Deviation (MAD)	30000
Skewness	0.20069345
Sum	8.70589 × 10⁹
Variance	1.9786155 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3290000	355	13.6%
3300000	296	11.3%
3270000	238	9.1%
3400000	227	8.7%
3330000	207	7.9%
3370000	201	7.7%
3310000	162	6.2%
3350000	151	5.8%
3380000	140	5.3%
3320000	132	5.0%
Other values (6)	509	19.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	102	3.9%
3260000	75	2.9%
3270000	238	9.1%
3280000	27	1.0%
3290000	355	13.6%
3300000	296	11.3%
3310000	162	6.2%
3320000	132	5.0%
3330000	207	7.9%
3340000	120	4.6%

Value	Count	Frequency (%)
3400000	227	8.7%
3390000	131	5.0%
3380000	140	5.3%
3370000	201	7.7%
3360000	54	2.1%
3350000	151	5.8%
3340000	120	4.6%
3330000	207	7.9%
3320000	132	5.0%
3310000	162	6.2%

관리번호
Text

UNIQUE

Distinct	2618
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	20.6 KiB

Length

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

Characters and Unicode

Total characters	57596
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	2618 ?
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%
3400000-206-2010-00021	1	< 0.1%
3320000-206-2011-00009	1	< 0.1%
3320000-206-2013-00005	1	< 0.1%
3320000-206-2015-00002	1	< 0.1%
3320000-206-2016-00003	1	< 0.1%
3320000-206-2005-00001	1	< 0.1%
3320000-206-2011-00007	1	< 0.1%
3320000-206-2014-00001	1	< 0.1%
3320000-206-2013-00004	1	< 0.1%
Other values (2608)	2608	99.6%

Most occurring characters

Value	Count	Frequency (%)
0	26735	46.4%
-	7854	13.6%
2	6732	11.7%
3	5136	8.9%
6	3276	5.7%
1	2833	4.9%
9	1504	2.6%
4	1001	1.7%
7	988	1.7%
5	808	1.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	49742	86.4%
Dash Punctuation	7854	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	26735	53.7%
2	6732	13.5%
3	5136	10.3%
6	3276	6.6%
1	2833	5.7%
9	1504	3.0%
4	1001	2.0%
7	988	2.0%
5	808	1.6%
8	729	1.5%

Dash Punctuation

Value	Count	Frequency (%)
-	7854	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	57596	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	26735	46.4%
-	7854	13.6%
2	6732	11.7%
3	5136	8.9%
6	3276	5.7%
1	2833	4.9%
9	1504	2.6%
4	1001	1.7%
7	988	1.7%
5	808	1.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	57596	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	26735	46.4%
-	7854	13.6%
2	6732	11.7%
3	5136	8.9%
6	3276	5.7%
1	2833	4.9%
9	1504	2.6%
4	1001	1.7%
7	988	1.7%
5	808	1.4%

인허가일자
Real number (ℝ)

Distinct	1953
Distinct (%)	74.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20088043

Minimum	19870507
Maximum	20210223
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.1 KiB

Quantile statistics

Minimum	19870507
5-th percentile	19960702
Q1	20040911
median	20091108
Q3	20140829
95-th percentile	20191216
Maximum	20210223
Range	339716
Interquartile range (IQR)	99918

Descriptive statistics

Standard deviation	71795.629
Coefficient of variation (CV)	0.003574048
Kurtosis	-0.12682319
Mean	20088043
Median Absolute Deviation (MAD)	49989.5
Skewness	-0.49241367
Sum	5.2590496 × 10¹⁰
Variance	5.1546124 × 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%
20140327	5	0.2%
20031125	5	0.2%
20101217	5	0.2%
20110726	5	0.2%
20140219	5	0.2%
20070614	5	0.2%
20000706	5	0.2%
Other values (1943)	2565	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 (%)
20210223	2	0.1%
20210218	2	0.1%
20210217	2	0.1%
20210216	3	0.1%
20210215	1	< 0.1%
20210205	1	< 0.1%
20210204	1	< 0.1%
20210201	1	< 0.1%
20210126	1	< 0.1%
20210118	1	< 0.1%

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2618
Missing (%)	100.0%
Memory size	23.1 KiB

영업상태구분코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.6 KiB

3	1663
1	955

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	1663	63.5%
1	955	36.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	1663	63.5%
1	955	36.5%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.6 KiB

폐업	1663
영업/정상	955

Length

Max length	5
Median length	2
Mean length	3.0943468
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	1663	63.5%
영업/정상	955	36.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	1663	63.5%
영업/정상	955	36.5%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.6 KiB

2	1663
1	955

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	1663	63.5%
1	955	36.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	1663	63.5%
1	955	36.5%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.6 KiB

폐업	1663
영업	955

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	1663	63.5%
영업	955	36.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	1663	63.5%
영업	955	36.5%

폐업일자
Real number (ℝ)

MISSING

Distinct	1215
Distinct (%)	73.1%
Missing	955
Missing (%)	36.5%
Infinite	0
Infinite (%)	0.0%
Mean	20116209

Minimum	19880329
Maximum	20210225
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.1 KiB

Quantile statistics

Minimum	19880329
5-th percentile	20020823
Q1	20070130
median	20121015
Q3	20170310
95-th percentile	20200422
Maximum	20210225
Range	329896
Interquartile range (IQR)	100180.5

Descriptive statistics

Standard deviation	59791.224
Coefficient of variation (CV)	0.0029722909
Kurtosis	-0.47161909
Mean	20116209
Median Absolute Deviation (MAD)	50008
Skewness	-0.45613411
Sum	3.3453255 × 10¹⁰
Variance	3.5749905 × 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%
20170831	8	0.3%
20031124	8	0.3%
20031114	7	0.3%
20090318	7	0.3%
Other values (1205)	1558	59.5%
(Missing)	955	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 (%)
20210225	3	0.1%
20210216	1	< 0.1%
20210210	2	0.1%
20210202	1	< 0.1%
20210126	1	< 0.1%
20210122	2	0.1%
20210112	1	< 0.1%
20210111	1	< 0.1%
20210105	1	< 0.1%
20201230	1	< 0.1%

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2618
Missing (%)	100.0%
Memory size	23.1 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2618
Missing (%)	100.0%
Memory size	23.1 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2618
Missing (%)	100.0%
Memory size	23.1 KiB

소재지전화
Text

MISSING

Distinct	1733
Distinct (%)	86.9%
Missing	624
Missing (%)	23.8%
Memory size	20.6 KiB

Length

Max length	12
Median length	11
Mean length	11.208124
Min length	3

Characters and Unicode

Total characters	22349
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	1540 ?
Unique (%)	77.2%

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	1769	37.2%
727	58	1.2%
070	55	1.2%
728	17	0.4%
724	15	0.3%
502	13	0.3%
722	13	0.3%
557	12	0.3%
465	11	0.2%
342	11	0.2%
Other values (1933)	2782	58.5%

Most occurring characters

Value	Count	Frequency (%)
5	3496	15.6%
0	3414	15.3%
1	3271	14.6%
	2779	12.4%
2	1593	7.1%
7	1544	6.9%
6	1393	6.2%
4	1375	6.2%
3	1322	5.9%
8	1247	5.6%
Other values (2)	915	4.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	19569	87.6%
Space Separator	2779	12.4%
Dash Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	3496	17.9%
0	3414	17.4%
1	3271	16.7%
2	1593	8.1%
7	1544	7.9%
6	1393	7.1%
4	1375	7.0%
3	1322	6.8%
8	1247	6.4%
9	914	4.7%

Space Separator

Value	Count	Frequency (%)
	2779	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	22349	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	3496	15.6%
0	3414	15.3%
1	3271	14.6%
	2779	12.4%
2	1593	7.1%
7	1544	6.9%
6	1393	6.2%
4	1375	6.2%
3	1322	5.9%
8	1247	5.6%
Other values (2)	915	4.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	22349	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	3496	15.6%
0	3414	15.3%
1	3271	14.6%
	2779	12.4%
2	1593	7.1%
7	1544	6.9%
6	1393	6.2%
4	1375	6.2%
3	1322	5.9%
8	1247	5.6%
Other values (2)	915	4.1%

소재지면적
Text

Distinct	1551
Distinct (%)	59.8%
Missing	24
Missing (%)	0.9%
Memory size	20.6 KiB

Length

Max length	9
Median length	5
Mean length	4.8670008
Min length	3

Characters and Unicode

Total characters	12625
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	1254 ?
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	348	13.4%
33.00	38	1.5%
66.00	21	0.8%
40.00	15	0.6%
30.00	13	0.5%
49.50	12	0.5%
36.00	12	0.5%
12.00	11	0.4%
25.00	11	0.4%
99.00	11	0.4%
Other values (1541)	2102	81.0%

Most occurring characters

Value	Count	Frequency (%)
0	2735	21.7%
.	2594	20.5%
1	1074	8.5%
2	995	7.9%
5	876	6.9%
3	855	6.8%
6	810	6.4%
4	782	6.2%
8	705	5.6%
7	599	4.7%
Other values (2)	600	4.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	10026	79.4%
Other Punctuation	2599	20.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2735	27.3%
1	1074	10.7%
2	995	9.9%
5	876	8.7%
3	855	8.5%
6	810	8.1%
4	782	7.8%
8	705	7.0%
7	599	6.0%
9	595	5.9%

Other Punctuation

Value	Count	Frequency (%)
.	2594	99.8%
,	5	0.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	12625	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2735	21.7%
.	2594	20.5%
1	1074	8.5%
2	995	7.9%
5	876	6.9%
3	855	6.8%
6	810	6.4%
4	782	6.2%
8	705	5.6%
7	599	4.7%
Other values (2)	600	4.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	12625	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2735	21.7%
.	2594	20.5%
1	1074	8.5%
2	995	7.9%
5	876	6.9%
3	855	6.8%
6	810	6.4%
4	782	6.2%
8	705	5.6%
7	599	4.7%
Other values (2)	600	4.8%

소재지우편번호
Real number (ℝ)

MISSING

Distinct	605
Distinct (%)	23.4%
Missing	34
Missing (%)	1.3%
Infinite	0
Infinite (%)	0.0%
Mean	610902.89

Minimum	400410
Maximum	619953
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.1 KiB

Quantile statistics

Minimum	400410
5-th percentile	601807
Q1	607812.5
median	611824
Q3	614854
95-th percentile	619912
Maximum	619953
Range	219543
Interquartile range (IQR)	7041.5

Descriptive statistics

Standard deviation	7016.5302
Coefficient of variation (CV)	0.011485508
Kurtosis	312.18264
Mean	610902.89
Median Absolute Deviation (MAD)	3991
Skewness	-10.577672
Sum	1.5785731 × 10⁹
Variance	49231696
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
619951	47	1.8%
619952	45	1.7%
601837	41	1.6%
601839	29	1.1%
601836	28	1.1%
619953	26	1.0%
614844	26	1.0%
601838	25	1.0%
614865	23	0.9%
607804	21	0.8%
Other values (595)	2273	86.8%
(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	45	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	2416
Distinct (%)	92.8%
Missing	14
Missing (%)	0.5%
Memory size	20.6 KiB

Length

Max length	54
Median length	45
Mean length	25.412442
Min length	2

Characters and Unicode

Total characters	66174
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	2257 ?
Unique (%)	86.7%

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	2602	20.8%
부산진구	348	2.8%
동래구	296	2.4%
동구	237	1.9%
기장군	226	1.8%
해운대구	208	1.7%
연제구	200	1.6%
초량동	161	1.3%
남구	161	1.3%
금정구	151	1.2%
Other values (3152)	7931	63.3%

Most occurring characters

Value	Count	Frequency (%)
	9920	15.0%
부	3214	4.9%
산	3212	4.9%
1	3200	4.8%
동	3167	4.8%
광	2702	4.1%
시	2630	4.0%
역	2610	3.9%
지	2488	3.8%
구	2464	3.7%
Other values (395)	30567	46.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	39288	59.4%
Decimal Number	13976	21.1%
Space Separator	9920	15.0%
Dash Punctuation	2375	3.6%
Uppercase Letter	247	0.4%
Close Punctuation	142	0.2%
Open 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 (%)
부	3214	8.2%
산	3212	8.2%
동	3167	8.1%
광	2702	6.9%
시	2630	6.7%
역	2610	6.6%
지	2488	6.3%
구	2464	6.3%
번	2366	6.0%
호	530	1.3%
Other values (348)	13905	35.4%

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%
I	6	2.4%
K	6	2.4%
C	5	2.0%
P	4	1.6%
Other values (8)	11	4.5%

Decimal Number

Value	Count	Frequency (%)
1	3200	22.9%
2	1928	13.8%
3	1590	11.4%
4	1318	9.4%
0	1244	8.9%
5	1177	8.4%
6	1005	7.2%
7	949	6.8%
8	862	6.2%
9	703	5.0%

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 (%)
	9920	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2375	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	142	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	142	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	39288	59.4%
Common	26626	40.2%
Latin	260	0.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	3214	8.2%
산	3212	8.2%
동	3167	8.1%
광	2702	6.9%
시	2630	6.7%
역	2610	6.6%
지	2488	6.3%
구	2464	6.3%
번	2366	6.0%
호	530	1.3%
Other values (348)	13905	35.4%

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%
I	6	2.3%
K	6	2.3%
C	5	1.9%
P	4	1.5%
Other values (18)	24	9.2%

Common

Value	Count	Frequency (%)
	9920	37.3%
1	3200	12.0%
-	2375	8.9%
2	1928	7.2%
3	1590	6.0%
4	1318	5.0%
0	1244	4.7%
5	1177	4.4%
6	1005	3.8%
7	949	3.6%
Other values (9)	1920	7.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	39288	59.4%
ASCII	26886	40.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	9920	36.9%
1	3200	11.9%
-	2375	8.8%
2	1928	7.2%
3	1590	5.9%
4	1318	4.9%
0	1244	4.6%
5	1177	4.4%
6	1005	3.7%
7	949	3.5%
Other values (37)	2180	8.1%

Hangul

Value	Count	Frequency (%)
부	3214	8.2%
산	3212	8.2%
동	3167	8.1%
광	2702	6.9%
시	2630	6.7%
역	2610	6.6%
지	2488	6.3%
구	2464	6.3%
번	2366	6.0%
호	530	1.3%
Other values (348)	13905	35.4%

도로명전체주소
Text

MISSING

Distinct	1758
Distinct (%)	95.8%
Missing	783
Missing (%)	29.9%
Memory size	20.6 KiB

Length

Max length	63
Median length	49
Mean length	31.716621
Min length	20

Characters and Unicode

Total characters	58200
Distinct characters	422
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	1691 ?
Unique (%)	92.2%

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	1834	16.3%
부산진구	247	2.2%
2층	229	2.0%
1층	228	2.0%
동래구	205	1.8%
기장군	194	1.7%
해운대구	162	1.4%
연제구	146	1.3%
3층	130	1.2%
동구	130	1.2%
Other values (2431)	7777	68.9%

Most occurring characters

Value	Count	Frequency (%)
	9449	16.2%
동	2375	4.1%
산	2305	4.0%
부	2287	3.9%
1	2232	3.8%
광	1939	3.3%
시	1919	3.3%
역	1841	3.2%
구	1738	3.0%
로	1727	3.0%
Other values (412)	30388	52.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	33653	57.8%
Decimal Number	9605	16.5%
Space Separator	9449	16.2%
Open Punctuation	1717	3.0%
Close Punctuation	1717	3.0%
Other Punctuation	1620	2.8%
Dash Punctuation	310	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	2375	7.1%
산	2305	6.8%
부	2287	6.8%
광	1939	5.8%
시	1919	5.7%
역	1841	5.5%
구	1738	5.2%
로	1727	5.1%
층	961	2.9%
길	919	2.7%
Other values (369)	15642	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	2232	23.2%
2	1609	16.8%
3	1159	12.1%
0	881	9.2%
4	808	8.4%
5	711	7.4%
6	606	6.3%
7	562	5.9%
8	539	5.6%
9	498	5.2%

Lowercase Letter

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

Other Punctuation

Value	Count	Frequency (%)
,	1610	99.4%
/	6	0.4%
@	2	0.1%
.	2	0.1%

Space Separator

Value	Count	Frequency (%)
	9449	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1717	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1717	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	310	100.0%

Math Symbol

Value	Count	Frequency (%)
~	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	33653	57.8%
Common	24421	42.0%
Latin	126	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	2375	7.1%
산	2305	6.8%
부	2287	6.8%
광	1939	5.8%
시	1919	5.7%
역	1841	5.5%
구	1738	5.2%
로	1727	5.1%
층	961	2.9%
길	919	2.7%
Other values (369)	15642	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 (%)
	9449	38.7%
1	2232	9.1%
(	1717	7.0%
)	1717	7.0%
,	1610	6.6%
2	1609	6.6%
3	1159	4.7%
0	881	3.6%
4	808	3.3%
5	711	2.9%
Other values (9)	2528	10.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	33653	57.8%
ASCII	24547	42.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	9449	38.5%
1	2232	9.1%
(	1717	7.0%
)	1717	7.0%
,	1610	6.6%
2	1609	6.6%
3	1159	4.7%
0	881	3.6%
4	808	3.3%
5	711	2.9%
Other values (33)	2654	10.8%

Hangul

Value	Count	Frequency (%)
동	2375	7.1%
산	2305	6.8%
부	2287	6.8%
광	1939	5.8%
시	1919	5.7%
역	1841	5.5%
구	1738	5.2%
로	1727	5.1%
층	961	2.9%
길	919	2.7%
Other values (369)	15642	46.5%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	858
Distinct (%)	47.9%
Missing	827
Missing (%)	31.6%
Infinite	0
Infinite (%)	0.0%
Mean	47613.926

Minimum	22385
Maximum	49524
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.1 KiB

Quantile statistics

Minimum	22385
5-th percentile	46037
Q1	46960.5
median	47709
Q3	48315
95-th percentile	49260.5
Maximum	49524
Range	27139
Interquartile range (IQR)	1354.5

Descriptive statistics

Standard deviation	1141.2626
Coefficient of variation (CV)	0.023969093
Kurtosis	131.9562
Mean	47613.926
Median Absolute Deviation (MAD)	722
Skewness	-6.0327758
Sum	85276541
Variance	1302480.4
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	11	0.4%
47246	11	0.4%
Other values (848)	1623	62.0%
(Missing)	827	31.6%

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	2228
Distinct (%)	85.1%
Missing	0
Missing (%)	0.0%
Memory size	20.6 KiB

Length

Max length	40
Median length	22
Mean length	7.1925134
Min length	2

Characters and Unicode

Total characters	18830
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	1922 ?
Unique (%)	73.4%

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	168	5.5%
주	16	0.5%
주)만비종합관리	7	0.2%
주)만송	7	0.2%
시스템	7	0.2%
주)금강종합개발	6	0.2%
청소나라	6	0.2%
유한회사	6	0.2%
그린산업	6	0.2%
클린	5	0.2%
Other values (2341)	2794	92.3%

Most occurring characters

Value	Count	Frequency (%)
주	1477	7.8%
)	1309	7.0%
(	1273	6.8%
스	559	3.0%
사	453	2.4%
	413	2.2%
업	376	2.0%
이	330	1.8%
경	329	1.7%
에	319	1.7%
Other values (530)	11992	63.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	15446	82.0%
Close Punctuation	1309	7.0%
Open Punctuation	1273	6.8%
Space Separator	413	2.2%
Uppercase Letter	241	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	1477	9.6%
스	559	3.6%
사	453	2.9%
업	376	2.4%
이	330	2.1%
경	329	2.1%
에	319	2.1%
회	303	2.0%
산	294	1.9%
리	245	1.6%
Other values (476)	10761	69.7%

Uppercase Letter

Value	Count	Frequency (%)
C	41	17.0%
S	23	9.5%
E	22	9.1%
B	18	7.5%
G	17	7.1%
M	16	6.6%
H	16	6.6%
N	15	6.2%
T	13	5.4%
J	8	3.3%
Other values (10)	52	21.6%

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%
n	4	7.4%
r	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%
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 (%)
)	1309	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1273	100.0%

Space Separator

Value	Count	Frequency (%)
	413	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	15461	82.1%
Common	3074	16.3%
Latin	295	1.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	1477	9.6%
스	559	3.6%
사	453	2.9%
업	376	2.4%
이	330	2.1%
경	329	2.1%
에	319	2.1%
회	303	2.0%
산	294	1.9%
리	245	1.6%
Other values (478)	10776	69.7%

Latin

Value	Count	Frequency (%)
C	41	13.9%
S	23	7.8%
E	22	7.5%
B	18	6.1%
G	17	5.8%
M	16	5.4%
H	16	5.4%
N	15	5.1%
T	13	4.4%
e	13	4.4%
Other values (24)	101	34.2%

Common

Value	Count	Frequency (%)
)	1309	42.6%
(	1273	41.4%
	413	13.4%
1	16	0.5%
&	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	15446	82.0%
ASCII	3363	17.9%
None	21	0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
주	1477	9.6%
스	559	3.6%
사	453	2.9%
업	376	2.4%
이	330	2.1%
경	329	2.1%
에	319	2.1%
회	303	2.0%
산	294	1.9%
리	245	1.6%
Other values (476)	10761	69.7%

ASCII

Value	Count	Frequency (%)
)	1309	38.9%
(	1273	37.9%
	413	12.3%
C	41	1.2%
S	23	0.7%
E	22	0.7%
B	18	0.5%
G	17	0.5%
1	16	0.5%
M	16	0.5%
Other values (40)	215	6.4%

None

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

최종수정시점
Real number (ℝ)

Distinct	2363
Distinct (%)	90.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0130759 × 10¹³

Minimum	1.9990201 × 10¹³
Maximum	2.0210227 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.1 KiB

Quantile statistics

Minimum	1.9990201 × 10¹³
5-th percentile	2.0030212 × 10¹³
Q1	2.0080724 × 10¹³
median	2.014073 × 10¹³
Q3	2.0181228 × 10¹³
95-th percentile	2.0201113 × 10¹³
Maximum	2.0210227 × 10¹³
Range	2.2002621 × 10¹¹
Interquartile range (IQR)	1.0050346 × 10¹¹

Descriptive statistics

Standard deviation	6.1165416 × 10¹⁰
Coefficient of variation (CV)	0.0030384058
Kurtosis	-0.94528725
Mean	2.0130759 × 10¹³
Median Absolute Deviation (MAD)	4.9599014 × 10¹⁰
Skewness	-0.54063091
Sum	5.2702328 × 10¹⁶
Variance	3.7412081 × 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%
20030403000000	11	0.4%
19990201000000	11	0.4%
20051110000000	10	0.4%
20030404000000	10	0.4%
20021112000000	10	0.4%
20030521000000	8	0.3%
20020403000000	8	0.3%
Other values (2353)	2503	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 (%)
20210227210019	1	< 0.1%
20210226155202	1	< 0.1%
20210226105631	1	< 0.1%
20210225175620	1	< 0.1%
20210225124248	1	< 0.1%
20210225102011	1	< 0.1%
20210224120428	1	< 0.1%
20210223152022	1	< 0.1%
20210223134547	1	< 0.1%
20210223102615	1	< 0.1%

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.6 KiB

I	2020
U	598

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	2020	77.2%
U	598	22.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	2020	77.2%
u	598	22.8%

데이터갱신일자
Date

Distinct	467
Distinct (%)	17.8%
Missing	0
Missing (%)	0.0%
Memory size	20.6 KiB

Minimum	2018-08-31 23:59:59
Maximum	2021-03-02 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	20.6 KiB

건물위생관리업	2589
건물위생관리업 기타	21
<NA>	8

Length

Max length	10
Median length	7
Mean length	7.0148969
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	2589	98.9%
건물위생관리업 기타	21	0.8%
<NA>	8	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
건물위생관리업	2610	98.9%
기타	21	0.8%
na	8	0.3%

좌표정보(x)
Real number (ℝ)

MISSING

Distinct	1954
Distinct (%)	76.7%
Missing	70
Missing (%)	2.7%
Infinite	0
Infinite (%)	0.0%
Mean	389114.81

Minimum	148671.32
Maximum	408081.98
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.1 KiB

Quantile statistics

Minimum	148671.32
5-th percentile	380054.48
Q1	385779.55
median	388630.28
Q3	391494.32
95-th percentile	403663.75
Maximum	408081.98
Range	259410.66
Interquartile range (IQR)	5714.7682

Descriptive statistics

Standard deviation	8009.1539
Coefficient of variation (CV)	0.02058301
Kurtosis	318.54851
Mean	389114.81
Median Absolute Deviation (MAD)	2860.7095
Skewness	-10.248043
Sum	9.9146454 × 10⁸
Variance	64146547
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
395615.201853958	13	0.5%
388310.086924943	9	0.3%
391411.212179843	9	0.3%
396180.621244719	9	0.3%
380482.767624189	9	0.3%
387927.951172724	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 (1944)	2458	93.9%
(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	1954
Distinct (%)	76.7%
Missing	70
Missing (%)	2.7%
Infinite	0
Infinite (%)	0.0%
Mean	188407.07

Minimum	174156.62
Maximum	436093.42
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.1 KiB

Quantile statistics

Minimum	174156.62
5-th percentile	179713.85
Q1	184002.77
median	187548.91
Q3	191384.84
95-th percentile	203500.98
Maximum	436093.42
Range	261936.8
Interquartile range (IQR)	7382.0693

Descriptive statistics

Standard deviation	8080.7005
Coefficient of variation (CV)	0.042889582
Kurtosis	345.90941
Mean	188407.07
Median Absolute Deviation (MAD)	3708.2121
Skewness	11.721151
Sum	4.8006122 × 10⁸
Variance	65297721
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
186406.750870936	13	0.5%
183883.854898063	9	0.3%
184052.409245407	9	0.3%
186522.35047527	9	0.3%
185582.274947583	9	0.3%
186582.791097672	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 (1944)	2458	93.9%
(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	20.6 KiB

건물위생관리업	2589
건물위생관리업 기타	21
<NA>	8

Length

Max length	10
Median length	7
Mean length	7.0148969
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	2589	98.9%
건물위생관리업 기타	21	0.8%
<NA>	8	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
건물위생관리업	2610	98.9%
기타	21	0.8%
na	8	0.3%

건물지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	31
Distinct (%)	1.4%
Missing	433
Missing (%)	16.5%
Infinite	0
Infinite (%)	0.0%
Mean	3.7551487

Minimum	0
Maximum	51
Zeros	626
Zeros (%)	23.9%
Negative	0
Negative (%)	0.0%
Memory size	23.1 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	4.664377
Coefficient of variation (CV)	1.2421284
Kurtosis	15.980326
Mean	3.7551487
Median Absolute Deviation (MAD)	2
Skewness	3.0506033
Sum	8205
Variance	21.756412
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
0	626	23.9%
4	350	13.4%
3	250	9.5%
5	233	8.9%
2	232	8.9%
1	111	4.2%
6	88	3.4%
7	51	1.9%
10	40	1.5%
8	35	1.3%
Other values (21)	169	6.5%
(Missing)	433	16.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	626	23.9%
1	111	4.2%
2	232	8.9%
3	250	9.5%
4	350	13.4%
5	233	8.9%
6	88	3.4%
7	51	1.9%
8	35	1.3%
9	24	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	591
Missing (%)	22.6%
Infinite	0
Infinite (%)	0.0%
Mean	0.61026147

Minimum	0
Maximum	8
Zeros	1159
Zeros (%)	44.3%
Negative	0
Negative (%)	0.0%
Memory size	23.1 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	0.96178372
Coefficient of variation (CV)	1.5760191
Kurtosis	9.5471482
Mean	0.61026147
Median Absolute Deviation (MAD)	0
Skewness	2.6474231
Sum	1237
Variance	0.92502792
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	1159	44.3%
1	682	26.1%
2	94	3.6%
3	41	1.6%
5	22	0.8%
4	21	0.8%
6	7	0.3%
8	1	< 0.1%
(Missing)	591	22.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1159	44.3%
1	682	26.1%
2	94	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	94	3.6%
1	682	26.1%
0	1159	44.3%

사용시작지상층
Real number (ℝ)

MISSING ZEROS

Distinct	26
Distinct (%)	1.3%
Missing	685
Missing (%)	26.2%
Infinite	0
Infinite (%)	0.0%
Mean	2.6632178

Minimum	0
Maximum	48
Zeros	354
Zeros (%)	13.5%
Negative	0
Negative (%)	0.0%
Memory size	23.1 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	3.315513
Coefficient of variation (CV)	1.2449275
Kurtosis	28.112915
Mean	2.6632178
Median Absolute Deviation (MAD)	1
Skewness	3.9367019
Sum	5148
Variance	10.992627
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
2	458	17.5%
1	424	16.2%
0	354	13.5%
3	281	10.7%
4	148	5.7%
5	70	2.7%
6	45	1.7%
7	35	1.3%
9	19	0.7%
8	19	0.7%
Other values (16)	80	3.1%
(Missing)	685	26.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	354	13.5%
1	424	16.2%
2	458	17.5%
3	281	10.7%
4	148	5.7%
5	70	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	947
Missing (%)	36.2%
Infinite	0
Infinite (%)	0.0%
Mean	2.5332136

Minimum	0
Maximum	48
Zeros	347
Zeros (%)	13.3%
Negative	0
Negative (%)	0.0%
Memory size	23.1 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	3.2797607
Coefficient of variation (CV)	1.2947036
Kurtosis	31.766261
Mean	2.5332136
Median Absolute Deviation (MAD)	1
Skewness	4.163419
Sum	4233
Variance	10.75683
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
2	384	14.7%
1	369	14.1%
0	347	13.3%
3	234	8.9%
4	128	4.9%
5	49	1.9%
6	42	1.6%
7	29	1.1%
8	12	0.5%
9	10	0.4%
Other values (15)	67	2.6%
(Missing)	947	36.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	347	13.3%
1	369	14.1%
2	384	14.7%
3	234	8.9%
4	128	4.9%
5	49	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	1403
Missing (%)	53.6%
Infinite	0
Infinite (%)	0.0%
Mean	0.15555556

Minimum	0
Maximum	5
Zeros	1041
Zeros (%)	39.8%
Negative	0
Negative (%)	0.0%
Memory size	23.1 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	0.4214199
Coefficient of variation (CV)	2.7091279
Kurtosis	27.789145
Mean	0.15555556
Median Absolute Deviation (MAD)	0
Skewness	4.0328421
Sum	189
Variance	0.17759473
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	1041	39.8%
1	167	6.4%
2	3	0.1%
4	2	0.1%
5	1	< 0.1%
3	1	< 0.1%
(Missing)	1403	53.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1041	39.8%
1	167	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	167	6.4%
0	1041	39.8%

사용끝지하층
Real number (ℝ)

MISSING ZEROS

Distinct	7
Distinct (%)	0.7%
Missing	1579
Missing (%)	60.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.1761309

Minimum	0
Maximum	10
Zeros	881
Zeros (%)	33.7%
Negative	0
Negative (%)	0.0%
Memory size	23.1 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	0.53289485
Coefficient of variation (CV)	3.0255615
Kurtosis	121.00104
Mean	0.1761309
Median Absolute Deviation (MAD)	0
Skewness	8.0978813
Sum	183
Variance	0.28397692
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	881	33.7%
1	148	5.7%
2	5	0.2%
3	2	0.1%
5	1	< 0.1%
4	1	< 0.1%
10	1	< 0.1%
(Missing)	1579	60.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	881	33.7%
1	148	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	148	5.7%
0	881	33.7%

한실수
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.6 KiB

0	1735
<NA>	882
1	1

Length

Max length	4
Median length	1
Mean length	2.0106952
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	1735	66.3%
<NA>	882	33.7%
1	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1735	66.3%
na	882	33.7%
1	1	< 0.1%

양실수
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.6 KiB

0	1735
<NA>	882
29	1

Length

Max length	4
Median length	1
Mean length	2.0110772
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	1735	66.3%
<NA>	882	33.7%
29	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1735	66.3%
na	882	33.7%
29	1	< 0.1%

욕실수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.6 KiB

0	1736
<NA>	882

Length

Max length	4
Median length	1
Mean length	2.0106952
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	1736	66.3%
<NA>	882	33.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1736	66.3%
na	882	33.7%

발한실여부
Boolean

IMBALANCE MISSING

Distinct	2
Distinct (%)	0.1%
Missing	72
Missing (%)	2.8%
Memory size	5.2 KiB

False	2545
True	1
(Missing)	72

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	2545	97.2%
True	1	< 0.1%
(Missing)	72	2.8%

의자수
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	20.6 KiB

0	1735
<NA>	880
9	2
1	1

Length

Max length	4
Median length	1
Mean length	2.0084034
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	1735	66.3%
<NA>	880	33.6%
9	2	0.1%
1	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1735	66.3%
na	880	33.6%
9	2	0.1%
1	1	< 0.1%

조건부허가신고사유
Text

MISSING

Distinct	5
Distinct (%)	83.3%
Missing	2612
Missing (%)	99.8%
Memory size	20.6 KiB

Length

Max length	52
Median length	15.5
Mean length	16.333333
Min length	4

Characters and Unicode

Total characters	98
Distinct characters	53
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	4 ?
Unique (%)	66.7%

Sample

1st row	계약기간연장
2nd row	가설건축물
3rd row	공중위생관리법시행령 제3조제1호의 규정에 의한 건축물규모 이하의 건축물을 청소하는 경우에 한함
4th row	계약기간연장
5th row	산학협력

Value	Count	Frequency (%)
계약기간연장	2	11.8%
가설건축물	1	5.9%
공중위생관리법시행령	1	5.9%
제3조제1호의	1	5.9%
규정에	1	5.9%
의한	1	5.9%
건축물규모	1	5.9%
이하의	1	5.9%
건축물을	1	5.9%
청소하는	1	5.9%
Other values (6)	6	35.3%

Most occurring characters

Value	Count	Frequency (%)
	11	11.2%
0	6	6.1%
3	4	4.1%
건	3	3.1%
의	3	3.1%
물	3	3.1%
축	3	3.1%
제	3	3.1%
가	3	3.1%
2	3	3.1%
Other values (43)	56	57.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	68	69.4%
Decimal Number	15	15.3%
Space Separator	11	11.2%
Other Punctuation	2	2.0%
Open Punctuation	1	1.0%
Close Punctuation	1	1.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
건	3	4.4%
의	3	4.4%
물	3	4.4%
축	3	4.4%
제	3	4.4%
가	3	4.4%
한	2	2.9%
하	2	2.9%
에	2	2.9%
규	2	2.9%
Other values (34)	42	61.8%

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	68	69.4%
Common	30	30.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
건	3	4.4%
의	3	4.4%
물	3	4.4%
축	3	4.4%
제	3	4.4%
가	3	4.4%
한	2	2.9%
하	2	2.9%
에	2	2.9%
규	2	2.9%
Other values (34)	42	61.8%

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	68	69.4%
ASCII	30	30.6%

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 (%)
건	3	4.4%
의	3	4.4%
물	3	4.4%
축	3	4.4%
제	3	4.4%
가	3	4.4%
한	2	2.9%
하	2	2.9%
에	2	2.9%
규	2	2.9%
Other values (34)	42	61.8%

조건부허가시작일자
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	20.6 KiB

<NA>	2612
20140301	2
20140212	1
20060825	1
20060106	1

Length

Max length	8
Median length	4
Mean length	4.0091673
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>	2612	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	2612	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	2611
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	23.1 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)	2611	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	20.6 KiB

<NA>	1739
임대	837
자가	42

Length

Max length	4
Median length	4
Mean length	3.328495
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>	1739	66.4%
임대	837	32.0%
자가	42	1.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1739	66.4%
임대	837	32.0%
자가	42	1.6%

세탁기수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.6 KiB

0	1560
<NA>	1058

Length

Max length	4
Median length	1
Mean length	2.2123759
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	1560	59.6%
<NA>	1058	40.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1560	59.6%
na	1058	40.4%

여성종사자수
Real number (ℝ)

MISSING ZEROS

Distinct	19
Distinct (%)	3.8%
Missing	2117
Missing (%)	80.9%
Infinite	0
Infinite (%)	0.0%
Mean	2.245509

Minimum	0
Maximum	340
Zeros	439
Zeros (%)	16.8%
Negative	0
Negative (%)	0.0%
Memory size	23.1 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	18.147
Coefficient of variation (CV)	8.0814639
Kurtosis	247.31556
Mean	2.245509
Median Absolute Deviation (MAD)	0
Skewness	14.386186
Sum	1125
Variance	329.3136
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0	439	16.8%
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)	2117	80.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	439	16.8%
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	2072
Missing (%)	79.1%
Infinite	0
Infinite (%)	0.0%
Mean	4.459707

Minimum	0
Maximum	560
Zeros	370
Zeros (%)	14.1%
Negative	0
Negative (%)	0.0%
Memory size	23.1 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	29.827381
Coefficient of variation (CV)	6.6881931
Kurtosis	230.41598
Mean	4.459707
Median Absolute Deviation (MAD)	0
Skewness	13.699667
Sum	2435
Variance	889.67269
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
0	370	14.1%
2	44	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)	2072	79.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	370	14.1%
1	42	1.6%
2	44	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	20.6 KiB

0	1420
<NA>	1198

Length

Max length	4
Median length	1
Mean length	2.3728037
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	1420	54.2%
<NA>	1198	45.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1420	54.2%
na	1198	45.8%

침대수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	20.6 KiB

0	1359
<NA>	1259

Length

Max length	4
Median length	1
Mean length	2.4427044
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	1359	51.9%
<NA>	1259	48.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1359	51.9%
na	1259	48.1%

다중이용업소여부
Boolean

IMBALANCE

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

False	2617
True	1

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	2617	> 99.9%
True	1	< 0.1%

Unnamed: 50
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2618
Missing (%)	100.0%
Memory size	23.1 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
2608	2609	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>
2609	2610	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>
2610	2611	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>
2611	2612	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>
2612	2613	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>
2613	2614	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>
2614	2615	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>
2615	2616	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>
2616	2617	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>
2617	2618	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

Close Punctuation

Open 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