gimi9 Pandas Profiling

Dataset statistics

Number of variables	51
Number of observations	1800
Missing cells	16050
Missing cells (%)	17.5%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	775.3 KiB
Average record size in memory	441.1 B

Variable types

Numeric	14
Categorical	22
Text	7
Unsupported	5
DateTime	1
Boolean	2

Dataset

Description	2022-08-01
Author	지방행정인허가공개데이터
URL	https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901050101123185

Alerts

`개방서비스명` has constant value ""	Constant
`개방서비스아이디` has constant value ""	Constant
`조건부허가신고사유` has constant value ""	Constant
`업태구분명` is highly imbalanced (63.1%)	Imbalance
`위생업태명` is highly imbalanced (63.1%)	Imbalance
`사용끝지하층` is highly imbalanced (51.9%)	Imbalance
`조건부허가시작일자` is highly imbalanced (99.3%)	Imbalance
`조건부허가종료일자` is highly imbalanced (99.3%)	Imbalance
`여성종사자수` is highly imbalanced (77.4%)	Imbalance
`남성종사자수` is highly imbalanced (74.9%)	Imbalance
`다중이용업소여부` is highly imbalanced (85.2%)	Imbalance
`인허가취소일자` has 1800 (100.0%) missing values	Missing
`폐업일자` has 758 (42.1%) missing values	Missing
`휴업시작일자` has 1800 (100.0%) missing values	Missing
`휴업종료일자` has 1800 (100.0%) missing values	Missing
`재개업일자` has 1800 (100.0%) missing values	Missing
`소재지전화` has 108 (6.0%) missing values	Missing
`도로명전체주소` has 603 (33.5%) missing values	Missing
`도로명우편번호` has 658 (36.6%) missing values	Missing
`좌표정보(x)` has 98 (5.4%) missing values	Missing
`좌표정보(y)` has 98 (5.4%) missing values	Missing
`건물지상층수` has 411 (22.8%) missing values	Missing
`건물지하층수` has 642 (35.7%) missing values	Missing
`사용시작지상층` has 594 (33.0%) missing values	Missing
`사용끝지상층` has 685 (38.1%) missing values	Missing
`욕실수` has 579 (32.2%) missing values	Missing
`조건부허가신고사유` has 1799 (99.9%) missing values	Missing
`Unnamed: 50` has 1800 (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 361 (20.1%) zeros	Zeros
`건물지하층수` has 558 (31.0%) zeros	Zeros
`사용시작지상층` has 373 (20.7%) zeros	Zeros
`사용끝지상층` has 255 (14.2%) zeros	Zeros
`욕실수` has 635 (35.3%) zeros	Zeros

Reproduction

Analysis started	2024-04-17 21:46:01.478820
Analysis finished	2024-04-17 21:46:02.474828
Duration	1 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	1800
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	900.5

Minimum	1
Maximum	1800
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.9 KiB

Quantile statistics

Minimum	1
5-th percentile	90.95
Q1	450.75
median	900.5
Q3	1350.25
95-th percentile	1710.05
Maximum	1800
Range	1799
Interquartile range (IQR)	899.5

Descriptive statistics

Standard deviation	519.75956
Coefficient of variation (CV)	0.57718996
Kurtosis	-1.2
Mean	900.5
Median Absolute Deviation (MAD)	450
Skewness	0
Sum	1620900
Variance	270150
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	0.1%
1239	1	0.1%
1209	1	0.1%
1208	1	0.1%
1207	1	0.1%
1206	1	0.1%
1205	1	0.1%
1204	1	0.1%
1203	1	0.1%
1202	1	0.1%
Other values (1790)	1790	99.4%

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 (%)
1800	1	0.1%
1799	1	0.1%
1798	1	0.1%
1797	1	0.1%
1796	1	0.1%
1795	1	0.1%
1794	1	0.1%
1793	1	0.1%
1792	1	0.1%
1791	1	0.1%

개방서비스명
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

목욕장업	1800

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
목욕장업	1800	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
목욕장업	1800	100.0%

개방서비스아이디
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

11_44_01_P	1800

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	11_44_01_P
2nd row	11_44_01_P
3rd row	11_44_01_P
4th row	11_44_01_P
5th row	11_44_01_P

Common Values

Value	Count	Frequency (%)
11_44_01_P	1800	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
11_44_01_p	1800	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	16
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3323072.2

Minimum	3250000
Maximum	3400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.9 KiB

Quantile statistics

Minimum	3250000
5-th percentile	3260000
Q1	3290000
median	3320000
Q3	3350000
95-th percentile	3390000
Maximum	3400000
Range	150000
Interquartile range (IQR)	60000

Descriptive statistics

Standard deviation	40104.856
Coefficient of variation (CV)	0.012068608
Kurtosis	-0.91721227
Mean	3323072.2
Median Absolute Deviation (MAD)	30000
Skewness	0.12390369
Sum	5.98153 × 10⁹
Variance	1.6083995 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3290000	222	12.3%
3340000	174	9.7%
3330000	159	8.8%
3300000	147	8.2%
3310000	147	8.2%
3370000	130	7.2%
3320000	125	6.9%
3350000	113	6.3%
3380000	112	6.2%
3270000	94	5.2%
Other values (6)	377	20.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	63	3.5%
3260000	74	4.1%
3270000	94	5.2%
3280000	72	4.0%
3290000	222	12.3%
3300000	147	8.2%
3310000	147	8.2%
3320000	125	6.9%
3330000	159	8.8%
3340000	174	9.7%

Value	Count	Frequency (%)
3400000	46	2.6%
3390000	93	5.2%
3380000	112	6.2%
3370000	130	7.2%
3360000	29	1.6%
3350000	113	6.3%
3340000	174	9.7%
3330000	159	8.8%
3320000	125	6.9%
3310000	147	8.2%

관리번호
Text

UNIQUE

Distinct	1800
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

Length

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

Characters and Unicode

Total characters	39600
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	1800 ?
Unique (%)	100.0%

Sample

1st row	3250000-202-2022-00001
2nd row	3250000-202-2005-00001
3rd row	3250000-202-1984-00152
4th row	3250000-202-1988-00159
5th row	3250000-202-1960-00144

Value	Count	Frequency (%)
3250000-202-2022-00001	1	0.1%
3310000-202-2002-00001	1	0.1%
3310000-202-1963-00340	1	0.1%
3310000-202-1970-00767	1	0.1%
3310000-202-1974-00625	1	0.1%
3310000-202-1969-00474	1	0.1%
3310000-202-1972-00341	1	0.1%
3310000-202-1974-00413	1	0.1%
3310000-202-2007-00004	1	0.1%
3310000-202-1993-00105	1	0.1%
Other values (1790)	1790	99.4%

Most occurring characters

Value	Count	Frequency (%)
0	15286	38.6%
2	5623	14.2%
-	5400	13.6%
3	3902	9.9%
1	2711	6.8%
9	2498	6.3%
8	1135	2.9%
4	936	2.4%
7	832	2.1%
5	684	1.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	34200	86.4%
Dash Punctuation	5400	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	15286	44.7%
2	5623	16.4%
3	3902	11.4%
1	2711	7.9%
9	2498	7.3%
8	1135	3.3%
4	936	2.7%
7	832	2.4%
5	684	2.0%
6	593	1.7%

Dash Punctuation

Value	Count	Frequency (%)
-	5400	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	39600	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	15286	38.6%
2	5623	14.2%
-	5400	13.6%
3	3902	9.9%
1	2711	6.8%
9	2498	6.3%
8	1135	2.9%
4	936	2.4%
7	832	2.1%
5	684	1.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	39600	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	15286	38.6%
2	5623	14.2%
-	5400	13.6%
3	3902	9.9%
1	2711	6.8%
9	2498	6.3%
8	1135	2.9%
4	936	2.4%
7	832	2.1%
5	684	1.7%

인허가일자
Real number (ℝ)

Distinct	1532
Distinct (%)	85.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19910308

Minimum	19540131
Maximum	20220610
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.9 KiB

Quantile statistics

Minimum	19540131
5-th percentile	19700422
Q1	19830304
median	19901023
Q3	20010450
95-th percentile	20110622
Maximum	20220610
Range	680479
Interquartile range (IQR)	180146.25

Descriptive statistics

Standard deviation	124537.98
Coefficient of variation (CV)	0.0062549503
Kurtosis	-0.34526406
Mean	19910308
Median Absolute Deviation (MAD)	85052
Skewness	-0.022025594
Sum	3.5838554 × 10¹⁰
Variance	1.5509709 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19630110	15	0.8%
20001130	9	0.5%
19820928	5	0.3%
20030115	5	0.3%
19830304	5	0.3%
20000420	5	0.3%
19840908	4	0.2%
19880314	4	0.2%
19880923	4	0.2%
19630610	4	0.2%
Other values (1522)	1740	96.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19540131	1	0.1%
19601210	3	0.2%
19630108	1	0.1%
19630109	3	0.2%
19630110	15	0.8%
19630610	4	0.2%
19631001	1	0.1%
19640211	1	0.1%
19640915	1	0.1%
19641015	1	0.1%

Value	Count	Frequency (%)
20220610	1	0.1%
20220502	1	0.1%
20220328	1	0.1%
20220105	1	0.1%
20211115	1	0.1%
20211112	1	0.1%
20210914	1	0.1%
20210525	1	0.1%
20210401	1	0.1%
20210316	1	0.1%

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1800
Missing (%)	100.0%
Memory size	15.9 KiB

영업상태구분코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

3	1042
1	758

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
3	1042	57.9%
1	758	42.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	1042	57.9%
1	758	42.1%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

폐업	1042
영업/정상	758

Length

Max length	5
Median length	2
Mean length	3.2633333
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	영업/정상
2nd row	영업/정상
3rd row	영업/정상
4th row	영업/정상
5th row	영업/정상

Common Values

Value	Count	Frequency (%)
폐업	1042	57.9%
영업/정상	758	42.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	1042	57.9%
영업/정상	758	42.1%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

2	1042
1	758

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
2	1042	57.9%
1	758	42.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	1042	57.9%
1	758	42.1%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

폐업	1042
영업	758

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	1042	57.9%
영업	758	42.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	1042	57.9%
영업	758	42.1%

폐업일자
Real number (ℝ)

MISSING

Distinct	877
Distinct (%)	84.2%
Missing	758
Missing (%)	42.1%
Infinite	0
Infinite (%)	0.0%
Mean	20103870

Minimum	19901019
Maximum	20220628
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.9 KiB

Quantile statistics

Minimum	19901019
5-th percentile	20000307
Q1	20051149
median	20105668
Q3	20151030
95-th percentile	20210415
Maximum	20220628
Range	319609
Interquartile range (IQR)	99880.75

Descriptive statistics

Standard deviation	64186.241
Coefficient of variation (CV)	0.0031927306
Kurtosis	-0.62947746
Mean	20103870
Median Absolute Deviation (MAD)	45556.5
Skewness	-0.1401181
Sum	2.0948233 × 10¹⁰
Variance	4.1198735 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20050121	12	0.7%
20001130	7	0.4%
20051017	7	0.4%
20170310	5	0.3%
20030401	5	0.3%
20030122	4	0.2%
20190226	4	0.2%
20120621	4	0.2%
20141030	4	0.2%
20101014	3	0.2%
Other values (867)	987	54.8%
(Missing)	758	42.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19901019	1	0.1%
19921202	1	0.1%
19930607	1	0.1%
19930726	1	0.1%
19930924	1	0.1%
19931228	1	0.1%
19950309	1	0.1%
19950624	1	0.1%
19950709	1	0.1%
19950728	1	0.1%

Value	Count	Frequency (%)
20220628	1	0.1%
20220617	1	0.1%
20220614	1	0.1%
20220607	1	0.1%
20220530	1	0.1%
20220525	1	0.1%
20220520	1	0.1%
20220503	1	0.1%
20220429	1	0.1%
20220426	1	0.1%

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1800
Missing (%)	100.0%
Memory size	15.9 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1800
Missing (%)	100.0%
Memory size	15.9 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1800
Missing (%)	100.0%
Memory size	15.9 KiB

소재지전화
Text

MISSING

Distinct	1610
Distinct (%)	95.2%
Missing	108
Missing (%)	6.0%
Memory size	14.2 KiB

Length

Max length	12
Median length	11
Mean length	10.911348
Min length	3

Characters and Unicode

Total characters	18462
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	1572 ?
Unique (%)	92.9%

Sample

1st row	051 462 7616
2nd row	051 4692777
3rd row	051 4633803
4th row	051 2472425
5th row	051 2449501

Value	Count	Frequency (%)
051	1638	45.5%
808	8	0.2%
893	7	0.2%
816	5	0.1%
261	5	0.1%
070	5	0.1%
897	5	0.1%
891	5	0.1%
802	5	0.1%
866	4	0.1%
Other values (1770)	1912	53.1%

Most occurring characters

Value	Count	Frequency (%)
5	3045	16.5%
0	2840	15.4%
1	2767	15.0%
	1916	10.4%
2	1445	7.8%
3	1302	7.1%
6	1230	6.7%
4	1109	6.0%
7	1072	5.8%
8	1033	5.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	16546	89.6%
Space Separator	1916	10.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	3045	18.4%
0	2840	17.2%
1	2767	16.7%
2	1445	8.7%
3	1302	7.9%
6	1230	7.4%
4	1109	6.7%
7	1072	6.5%
8	1033	6.2%
9	703	4.2%

Space Separator

Value	Count	Frequency (%)
	1916	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	18462	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	3045	16.5%
0	2840	15.4%
1	2767	15.0%
	1916	10.4%
2	1445	7.8%
3	1302	7.1%
6	1230	6.7%
4	1109	6.0%
7	1072	5.8%
8	1033	5.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	18462	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	3045	16.5%
0	2840	15.4%
1	2767	15.0%
	1916	10.4%
2	1445	7.8%
3	1302	7.1%
6	1230	6.7%
4	1109	6.0%
7	1072	5.8%
8	1033	5.6%

소재지면적
Text

Distinct	1581
Distinct (%)	88.3%
Missing	9
Missing (%)	0.5%
Memory size	14.2 KiB

Length

Max length	8
Median length	6
Mean length	5.9720826
Min length	3

Characters and Unicode

Total characters	10696
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	1497 ?
Unique (%)	83.6%

Sample

1st row	354.91
2nd row	462.00
3rd row	405.00
4th row	338.97
5th row	1,416.48

Value	Count	Frequency (%)
00	116	6.5%
330.00	5	0.3%
426.00	3	0.2%
363.30	3	0.2%
348.00	3	0.2%
506.24	3	0.2%
478.00	3	0.2%
798.24	3	0.2%
252.17	3	0.2%
427.44	3	0.2%
Other values (1571)	1646	91.9%

Most occurring characters

Value	Count	Frequency (%)
.	1791	16.7%
0	1424	13.3%
2	1048	9.8%
3	998	9.3%
4	929	8.7%
1	902	8.4%
8	701	6.6%
6	701	6.6%
5	692	6.5%
7	681	6.4%
Other values (2)	829	7.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	8746	81.8%
Other Punctuation	1950	18.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1424	16.3%
2	1048	12.0%
3	998	11.4%
4	929	10.6%
1	902	10.3%
8	701	8.0%
6	701	8.0%
5	692	7.9%
7	681	7.8%
9	670	7.7%

Other Punctuation

Value	Count	Frequency (%)
.	1791	91.8%
,	159	8.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	10696	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	1791	16.7%
0	1424	13.3%
2	1048	9.8%
3	998	9.3%
4	929	8.7%
1	902	8.4%
8	701	6.6%
6	701	6.6%
5	692	6.5%
7	681	6.4%
Other values (2)	829	7.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10696	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	1791	16.7%
0	1424	13.3%
2	1048	9.8%
3	998	9.3%
4	929	8.7%
1	902	8.4%
8	701	6.6%
6	701	6.6%
5	692	6.5%
7	681	6.4%
Other values (2)	829	7.8%

소재지우편번호
Real number (ℝ)

Distinct	631
Distinct (%)	35.2%
Missing	6
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	610434.96

Minimum	600011
Maximum	619953
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.9 KiB

Quantile statistics

Minimum	600011
5-th percentile	601810.65
Q1	606806
median	611803
Q3	614822
95-th percentile	617833.35
Maximum	619953
Range	19942
Interquartile range (IQR)	8016

Descriptive statistics

Standard deviation	5191.4242
Coefficient of variation (CV)	0.0085044674
Kurtosis	-0.93144316
Mean	610434.96
Median Absolute Deviation (MAD)	3963.5
Skewness	-0.21819731
Sum	1.0951203 × 10⁹
Variance	26950885
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
604851	15	0.8%
612847	12	0.7%
612846	12	0.7%
608808	11	0.6%
608828	10	0.6%
614822	10	0.6%
613832	9	0.5%
613805	9	0.5%
607826	9	0.5%
607833	9	0.5%
Other values (621)	1688	93.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
600011	1	0.1%
600012	1	0.1%
600017	1	0.1%
600021	1	0.1%
600022	4	0.2%
600023	1	0.1%
600025	1	0.1%
600032	1	0.1%
600042	1	0.1%
600044	1	0.1%

Value	Count	Frequency (%)
619953	2	0.1%
619952	3	0.2%
619951	4	0.2%
619913	1	0.1%
619912	2	0.1%
619911	2	0.1%
619906	3	0.2%
619905	5	0.3%
619904	3	0.2%
619903	7	0.4%

소재지전체주소
Text

Distinct	1741
Distinct (%)	96.7%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

Length

Max length	54
Median length	44
Mean length	23.248889
Min length	16

Characters and Unicode

Total characters	41848
Distinct characters	278
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	1688 ?
Unique (%)	93.8%

Sample

1st row	부산광역시 중구 대청동4가 24-1
2nd row	부산광역시 중구 중앙동4가 79-1 마린센터(지하1층)
3rd row	부산광역시 중구 영주동 292-10
4th row	부산광역시 중구 신창동2가 21-2
5th row	부산광역시 중구 부평동3가 22-1 외 2필지

Value	Count	Frequency (%)
부산광역시	1800	22.4%
t통b반	334	4.2%
부산진구	222	2.8%
사하구	174	2.2%
해운대구	159	2.0%
동래구	147	1.8%
남구	147	1.8%
연제구	130	1.6%
북구	125	1.6%
금정구	113	1.4%
Other values (2188)	4683	58.3%

Most occurring characters

Value	Count	Frequency (%)
	6235	14.9%
산	2151	5.1%
부	2142	5.1%
동	2082	5.0%
1	1893	4.5%
광	1871	4.5%
구	1821	4.4%
시	1812	4.3%
역	1804	4.3%
-	1673	4.0%
Other values (268)	18364	43.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	24270	58.0%
Decimal Number	8743	20.9%
Space Separator	6235	14.9%
Dash Punctuation	1673	4.0%
Uppercase Letter	683	1.6%
Other Punctuation	114	0.3%
Open Punctuation	61	0.1%
Close Punctuation	61	0.1%
Math Symbol	7	< 0.1%
Letter Number	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
산	2151	8.9%
부	2142	8.8%
동	2082	8.6%
광	1871	7.7%
구	1821	7.5%
시	1812	7.5%
역	1804	7.4%
지	1336	5.5%
번	1267	5.2%
반	385	1.6%
Other values (242)	7599	31.3%

Decimal Number

Value	Count	Frequency (%)
1	1893	21.7%
2	1128	12.9%
3	988	11.3%
4	881	10.1%
5	779	8.9%
6	675	7.7%
7	644	7.4%
0	608	7.0%
8	608	7.0%
9	539	6.2%

Uppercase Letter

Value	Count	Frequency (%)
B	342	50.1%
T	334	48.9%
W	2	0.3%
A	2	0.3%
G	1	0.1%
I	1	0.1%
L	1	0.1%

Other Punctuation

Value	Count	Frequency (%)
,	112	98.2%
.	1	0.9%
@	1	0.9%

Space Separator

Value	Count	Frequency (%)
	6235	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1673	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	61	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	61	100.0%

Math Symbol

Value	Count	Frequency (%)
~	7	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	24270	58.0%
Common	16894	40.4%
Latin	684	1.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
산	2151	8.9%
부	2142	8.8%
동	2082	8.6%
광	1871	7.7%
구	1821	7.5%
시	1812	7.5%
역	1804	7.4%
지	1336	5.5%
번	1267	5.2%
반	385	1.6%
Other values (242)	7599	31.3%

Common

Value	Count	Frequency (%)
	6235	36.9%
1	1893	11.2%
-	1673	9.9%
2	1128	6.7%
3	988	5.8%
4	881	5.2%
5	779	4.6%
6	675	4.0%
7	644	3.8%
0	608	3.6%
Other values (8)	1390	8.2%

Latin

Value	Count	Frequency (%)
B	342	50.0%
T	334	48.8%
W	2	0.3%
A	2	0.3%
G	1	0.1%
I	1	0.1%
L	1	0.1%
Ⅱ	1	0.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	24270	58.0%
ASCII	17577	42.0%
Number Forms	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	6235	35.5%
1	1893	10.8%
-	1673	9.5%
2	1128	6.4%
3	988	5.6%
4	881	5.0%
5	779	4.4%
6	675	3.8%
7	644	3.7%
0	608	3.5%
Other values (15)	2073	11.8%

Hangul

Value	Count	Frequency (%)
산	2151	8.9%
부	2142	8.8%
동	2082	8.6%
광	1871	7.7%
구	1821	7.5%
시	1812	7.5%
역	1804	7.4%
지	1336	5.5%
번	1267	5.2%
반	385	1.6%
Other values (242)	7599	31.3%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

도로명전체주소
Text

MISSING

Distinct	1184
Distinct (%)	98.9%
Missing	603
Missing (%)	33.5%
Memory size	14.2 KiB

Length

Max length	59
Median length	50
Mean length	27.572264
Min length	20

Characters and Unicode

Total characters	33004
Distinct characters	337
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	4 ?

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

Unique

Unique	1171 ?
Unique (%)	97.8%

Sample

1st row	부산광역시 중구 대청북길 44, 1-3층 (대청동4가)
2nd row	부산광역시 중구 충장대로9번길 52, 지하1층 (중앙동4가, 마린센터)
3rd row	부산광역시 중구 영주로 20 (영주동)
4th row	부산광역시 중구 광복로43번길 12 (신창동2가)
5th row	부산광역시 중구 흑교로31번길 3-1 (부평동3가, 외 2필지)

Value	Count	Frequency (%)
부산광역시	1197	19.0%
부산진구	154	2.5%
해운대구	103	1.6%
사하구	103	1.6%
남구	103	1.6%
동래구	96	1.5%
연제구	84	1.3%
북구	77	1.2%
금정구	75	1.2%
사상구	71	1.1%
Other values (1733)	4222	67.2%

Most occurring characters

Value	Count	Frequency (%)
	5089	15.4%
동	1517	4.6%
산	1451	4.4%
부	1450	4.4%
광	1265	3.8%
시	1253	3.8%
구	1227	3.7%
역	1202	3.6%
(	1182	3.6%
)	1182	3.6%
Other values (327)	16186	49.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	19868	60.2%
Decimal Number	5096	15.4%
Space Separator	5089	15.4%
Open Punctuation	1183	3.6%
Close Punctuation	1183	3.6%
Other Punctuation	355	1.1%
Dash Punctuation	201	0.6%
Uppercase Letter	15	< 0.1%
Math Symbol	13	< 0.1%
Letter Number	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	1517	7.6%
산	1451	7.3%
부	1450	7.3%
광	1265	6.4%
시	1253	6.3%
구	1227	6.2%
역	1202	6.0%
로	1140	5.7%
길	712	3.6%
번	670	3.4%
Other values (299)	7981	40.2%

Decimal Number

Value	Count	Frequency (%)
1	1153	22.6%
2	720	14.1%
3	637	12.5%
5	449	8.8%
4	440	8.6%
6	388	7.6%
0	381	7.5%
7	353	6.9%
9	290	5.7%
8	285	5.6%

Uppercase Letter

Value	Count	Frequency (%)
B	7	46.7%
A	4	26.7%
W	2	13.3%
I	1	6.7%
G	1	6.7%

Other Punctuation

Value	Count	Frequency (%)
,	350	98.6%
.	3	0.8%
*	1	0.3%
@	1	0.3%

Open Punctuation

Value	Count	Frequency (%)
(	1182	99.9%
[	1	0.1%

Close Punctuation

Value	Count	Frequency (%)
)	1182	99.9%
]	1	0.1%

Math Symbol

Value	Count	Frequency (%)
~	12	92.3%
～	1	7.7%

Space Separator

Value	Count	Frequency (%)
	5089	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	201	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	19868	60.2%
Common	13120	39.8%
Latin	16	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	1517	7.6%
산	1451	7.3%
부	1450	7.3%
광	1265	6.4%
시	1253	6.3%
구	1227	6.2%
역	1202	6.0%
로	1140	5.7%
길	712	3.6%
번	670	3.4%
Other values (299)	7981	40.2%

Common

Value	Count	Frequency (%)
	5089	38.8%
(	1182	9.0%
)	1182	9.0%
1	1153	8.8%
2	720	5.5%
3	637	4.9%
5	449	3.4%
4	440	3.4%
6	388	3.0%
0	381	2.9%
Other values (12)	1499	11.4%

Latin

Value	Count	Frequency (%)
B	7	43.8%
A	4	25.0%
W	2	12.5%
I	1	6.2%
G	1	6.2%
Ⅱ	1	6.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	19868	60.2%
ASCII	13134	39.8%
Number Forms	1	< 0.1%
None	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	5089	38.7%
(	1182	9.0%
)	1182	9.0%
1	1153	8.8%
2	720	5.5%
3	637	4.9%
5	449	3.4%
4	440	3.4%
6	388	3.0%
0	381	2.9%
Other values (16)	1513	11.5%

Hangul

Value	Count	Frequency (%)
동	1517	7.6%
산	1451	7.3%
부	1450	7.3%
광	1265	6.4%
시	1253	6.3%
구	1227	6.2%
역	1202	6.0%
로	1140	5.7%
길	712	3.6%
번	670	3.4%
Other values (299)	7981	40.2%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

None

Value	Count	Frequency (%)
～	1	100.0%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	877
Distinct (%)	76.8%
Missing	658
Missing (%)	36.6%
Infinite	0
Infinite (%)	0.0%
Mean	47882.546

Minimum	46002
Maximum	49523
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.9 KiB

Quantile statistics

Minimum	46002
5-th percentile	46249
Q1	47142
median	47879
Q3	48721.75
95-th percentile	49395.9
Maximum	49523
Range	3521
Interquartile range (IQR)	1579.75

Descriptive statistics

Standard deviation	983.72505
Coefficient of variation (CV)	0.020544543
Kurtosis	-1.048525
Mean	47882.546
Median Absolute Deviation (MAD)	759
Skewness	-0.082574301
Sum	54681868
Variance	967714.96
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
47709	8	0.4%
48099	8	0.4%
47248	6	0.3%
46327	5	0.3%
46308	4	0.2%
47712	4	0.2%
48052	4	0.2%
48053	4	0.2%
48095	4	0.2%
47142	4	0.2%
Other values (867)	1091	60.6%
(Missing)	658	36.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
46002	1	0.1%
46008	1	0.1%
46015	1	0.1%
46017	1	0.1%
46020	1	0.1%
46032	1	0.1%
46033	1	0.1%
46036	2	0.1%
46037	2	0.1%
46040	1	0.1%

Value	Count	Frequency (%)
49523	1	0.1%
49522	1	0.1%
49521	1	0.1%
49518	2	0.1%
49515	2	0.1%
49511	2	0.1%
49506	1	0.1%
49505	1	0.1%
49504	1	0.1%
49503	2	0.1%

사업장명
Text

Distinct	1132
Distinct (%)	62.9%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

Length

Max length	25
Median length	3
Mean length	4.1383333
Min length	2

Characters and Unicode

Total characters	7449
Distinct characters	384
Distinct categories	9 ?
Distinct scripts	4 ?
Distinct blocks	3 ?

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

Unique

Unique	892 ?
Unique (%)	49.6%

Sample

1st row	대청행복탕
2nd row	마린목욕탕
3rd row	거북탕
4th row	녹수탕
5th row	금강스파

Value	Count	Frequency (%)
사우나	26	1.3%
청수탕	21	1.1%
현대탕	19	1.0%
옥천탕	19	1.0%
천수탕	15	0.8%
산수탕	15	0.8%
목욕탕	15	0.8%
장수탕	14	0.7%
제일탕	13	0.7%
평화탕	13	0.7%
Other values (1190)	1789	91.3%

Most occurring characters

Value	Count	Frequency (%)
탕	1356	18.2%
수	299	4.0%
천	220	3.0%
우	182	2.4%
대	179	2.4%
사	168	2.3%
나	160	2.1%
	159	2.1%
동	122	1.6%
성	117	1.6%
Other values (374)	4487	60.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	7171	96.3%
Space Separator	159	2.1%
Close Punctuation	38	0.5%
Open Punctuation	35	0.5%
Decimal Number	20	0.3%
Uppercase Letter	15	0.2%
Lowercase Letter	7	0.1%
Dash Punctuation	2	< 0.1%
Other Punctuation	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
탕	1356	18.9%
수	299	4.2%
천	220	3.1%
우	182	2.5%
대	179	2.5%
사	168	2.3%
나	160	2.2%
동	122	1.7%
성	117	1.6%
스	115	1.6%
Other values (352)	4253	59.3%

Uppercase Letter

Value	Count	Frequency (%)
G	4	26.7%
O	2	13.3%
W	2	13.3%
L	2	13.3%
S	1	6.7%
F	1	6.7%
J	1	6.7%
M	1	6.7%
B	1	6.7%

Lowercase Letter

Value	Count	Frequency (%)
o	2	28.6%
n	2	28.6%
r	1	14.3%
d	1	14.3%
u	1	14.3%

Decimal Number

Value	Count	Frequency (%)
2	11	55.0%
4	9	45.0%

Other Punctuation

Value	Count	Frequency (%)
.	1	50.0%
,	1	50.0%

Space Separator

Value	Count	Frequency (%)
	159	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	38	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	35	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	7170	96.3%
Common	256	3.4%
Latin	22	0.3%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
탕	1356	18.9%
수	299	4.2%
천	220	3.1%
우	182	2.5%
대	179	2.5%
사	168	2.3%
나	160	2.2%
동	122	1.7%
성	117	1.6%
스	115	1.6%
Other values (351)	4252	59.3%

Latin

Value	Count	Frequency (%)
G	4	18.2%
O	2	9.1%
W	2	9.1%
o	2	9.1%
L	2	9.1%
n	2	9.1%
S	1	4.5%
F	1	4.5%
r	1	4.5%
d	1	4.5%
Other values (4)	4	18.2%

Common

Value	Count	Frequency (%)
	159	62.1%
)	38	14.8%
(	35	13.7%
2	11	4.3%
4	9	3.5%
-	2	0.8%
.	1	0.4%
,	1	0.4%

Han

Value	Count	Frequency (%)
愛	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	7170	96.3%
ASCII	278	3.7%
CJK	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
탕	1356	18.9%
수	299	4.2%
천	220	3.1%
우	182	2.5%
대	179	2.5%
사	168	2.3%
나	160	2.2%
동	122	1.7%
성	117	1.6%
스	115	1.6%
Other values (351)	4252	59.3%

ASCII

Value	Count	Frequency (%)
	159	57.2%
)	38	13.7%
(	35	12.6%
2	11	4.0%
4	9	3.2%
G	4	1.4%
O	2	0.7%
-	2	0.7%
W	2	0.7%
o	2	0.7%
Other values (12)	14	5.0%

CJK

Value	Count	Frequency (%)
愛	1	100.0%

최종수정시점
Real number (ℝ)

Distinct	1525
Distinct (%)	84.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0132352 × 10¹³

Minimum	1.999021 × 10¹³
Maximum	2.0220701 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.9 KiB

Quantile statistics

Minimum	1.999021 × 10¹³
5-th percentile	2.0020424 × 10¹³
Q1	2.0050415 × 10¹³
median	2.0150721 × 10¹³
Q3	2.0200922 × 10¹³
95-th percentile	2.0220104 × 10¹³
Maximum	2.0220701 × 10¹³
Range	2.3049112 × 10¹¹
Interquartile range (IQR)	1.5050742 × 10¹¹

Descriptive statistics

Standard deviation	7.3877824 × 10¹⁰
Coefficient of variation (CV)	0.0036696072
Kurtosis	-1.4118612
Mean	2.0132352 × 10¹³
Median Absolute Deviation (MAD)	5.9647493 × 10¹⁰
Skewness	-0.3889112
Sum	3.6238233 × 10¹⁶
Variance	5.4579329 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20020418000000	27	1.5%
20030409000000	25	1.4%
20040318000000	13	0.7%
20050415000000	12	0.7%
20030303000000	12	0.7%
20031217000000	10	0.6%
20041208000000	9	0.5%
20030722000000	8	0.4%
20040324000000	8	0.4%
19990421000000	7	0.4%
Other values (1515)	1669	92.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19990210000000	2	0.1%
19990212000000	1	0.1%
19990302000000	7	0.4%
19990310000000	6	0.3%
19990315000000	1	0.1%
19990325000000	2	0.1%
19990420000000	2	0.1%
19990421000000	7	0.4%
19990422000000	1	0.1%
19990427000000	1	0.1%

Value	Count	Frequency (%)
20220701115315	1	0.1%
20220628111518	1	0.1%
20220628105336	1	0.1%
20220627115054	1	0.1%
20220621141455	1	0.1%
20220620105822	1	0.1%
20220617172739	1	0.1%
20220616170305	1	0.1%
20220616110409	1	0.1%
20220614163038	1	0.1%

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

I	1083
U	717

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	U
3rd row	U
4th row	U
5th row	U

Common Values

Value	Count	Frequency (%)
I	1083	60.2%
U	717	39.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	1083	60.2%
u	717	39.8%

데이터갱신일자
Date

Distinct	338
Distinct (%)	18.8%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

Minimum	2018-08-31 23:59:59
Maximum	2022-07-03 02:40:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

공동탕업	1522
목욕장업 기타	156
공동탕업+찜질시설서비스영업	78
한증막업	33
찜질시설서비스영업	11

Length

Max length	14
Median length	4
Mean length	4.7238889
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	공동탕업
2nd row	공동탕업
3rd row	공동탕업
4th row	공동탕업
5th row	공동탕업+찜질시설서비스영업

Common Values

Value	Count	Frequency (%)
공동탕업	1522	84.6%
목욕장업 기타	156	8.7%
공동탕업+찜질시설서비스영업	78	4.3%
한증막업	33	1.8%
찜질시설서비스영업	11	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
공동탕업	1522	77.8%
목욕장업	156	8.0%
기타	156	8.0%
공동탕업+찜질시설서비스영업	78	4.0%
한증막업	33	1.7%
찜질시설서비스영업	11	0.6%

좌표정보(x)
Real number (ℝ)

MISSING

Distinct	1540
Distinct (%)	90.5%
Missing	98
Missing (%)	5.4%
Infinite	0
Infinite (%)	0.0%
Mean	387808.07

Minimum	366820.79
Maximum	407878.31
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.9 KiB

Quantile statistics

Minimum	366820.79
5-th percentile	379644.67
Q1	384062.81
median	388164.96
Q3	391127.57
95-th percentile	396841.07
Maximum	407878.31
Range	41057.525
Interquartile range (IQR)	7064.7549

Descriptive statistics

Standard deviation	5291.5529
Coefficient of variation (CV)	0.013644773
Kurtosis	0.71913235
Mean	387808.07
Median Absolute Deviation (MAD)	3549.1996
Skewness	0.26499
Sum	6.6004933 × 10⁸
Variance	28000533
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
386026.75739607	4	0.2%
391834.082986499	4	0.2%
389680.677796832	3	0.2%
388552.359453092	3	0.2%
389322.400841052	3	0.2%
386428.823034759	3	0.2%
384030.39531508	3	0.2%
392683.749989177	3	0.2%
379381.589505082	3	0.2%
379052.480675244	3	0.2%
Other values (1530)	1670	92.8%
(Missing)	98	5.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
366820.787750249	1	0.1%
370674.351397752	1	0.1%
370718.68095386	1	0.1%
372902.66679319	1	0.1%
373056.59115396	1	0.1%
373088.087508096	2	0.1%
373178.636648911	1	0.1%
373368.868121279	1	0.1%
373512.89135141	1	0.1%
374901.846816548	2	0.1%

Value	Count	Frequency (%)
407878.31227469	1	0.1%
407739.046710947	1	0.1%
407413.951209968	1	0.1%
407195.438344935	1	0.1%
406982.053033795	1	0.1%
405347.024248643	1	0.1%
405172.859381319	1	0.1%
404771.782281376	1	0.1%
404674.710704763	1	0.1%
403845.595330569	1	0.1%

좌표정보(y)
Real number (ℝ)

MISSING

Distinct	1540
Distinct (%)	90.5%
Missing	98
Missing (%)	5.4%
Infinite	0
Infinite (%)	0.0%
Mean	186622.73

Minimum	173914.72
Maximum	207205.17
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.9 KiB

Quantile statistics

Minimum	173914.72
5-th percentile	177918.93
Q1	182274.16
median	186778.91
Q3	190627.35
95-th percentile	195578.19
Maximum	207205.17
Range	33290.452
Interquartile range (IQR)	8353.1853

Descriptive statistics

Standard deviation	5632.3619
Coefficient of variation (CV)	0.030180471
Kurtosis	0.037640951
Mean	186622.73
Median Absolute Deviation (MAD)	4133.0118
Skewness	0.248738
Sum	3.1763189 × 10⁸
Variance	31723500
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
181580.381775088	4	0.2%
189185.417047275	4	0.2%
182339.017460966	3	0.2%
184430.486759907	3	0.2%
193209.131530013	3	0.2%
189577.746954425	3	0.2%
181514.179291296	3	0.2%
185760.578634347	3	0.2%
180485.975246308	3	0.2%
181034.181864204	3	0.2%
Other values (1530)	1670	92.8%
(Missing)	98	5.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
173914.718015169	1	0.1%
174068.494334685	1	0.1%
174097.616386311	3	0.2%
174213.492106852	1	0.1%
174596.132939092	1	0.1%
174644.872274897	1	0.1%
174676.412428464	1	0.1%
174765.307900471	1	0.1%
174811.513941031	1	0.1%
174885.756922702	2	0.1%

Value	Count	Frequency (%)
207205.169925653	1	0.1%
207141.911104602	1	0.1%
206164.575140106	1	0.1%
205671.36729929	1	0.1%
205652.426376355	1	0.1%
205455.066408843	1	0.1%
205405.879376804	1	0.1%
205366.770002161	1	0.1%
205061.202821882	1	0.1%
204747.884437376	1	0.1%

위생업태명
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

공동탕업	1522
목욕장업 기타	156
공동탕업+찜질시설서비스영업	78
한증막업	33
찜질시설서비스영업	11

Length

Max length	14
Median length	4
Mean length	4.7238889
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	공동탕업
2nd row	공동탕업
3rd row	공동탕업
4th row	공동탕업
5th row	공동탕업+찜질시설서비스영업

Common Values

Value	Count	Frequency (%)
공동탕업	1522	84.6%
목욕장업 기타	156	8.7%
공동탕업+찜질시설서비스영업	78	4.3%
한증막업	33	1.8%
찜질시설서비스영업	11	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
공동탕업	1522	77.8%
목욕장업	156	8.0%
기타	156	8.0%
공동탕업+찜질시설서비스영업	78	4.0%
한증막업	33	1.7%
찜질시설서비스영업	11	0.6%

건물지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	33
Distinct (%)	2.4%
Missing	411
Missing (%)	22.8%
Infinite	0
Infinite (%)	0.0%
Mean	3.7257019

Minimum	0
Maximum	42
Zeros	361
Zeros (%)	20.1%
Negative	0
Negative (%)	0.0%
Memory size	15.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	3
Q3	5
95-th percentile	10
Maximum	42
Range	42
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	4.4339934
Coefficient of variation (CV)	1.1901095
Kurtosis	16.305359
Mean	3.7257019
Median Absolute Deviation (MAD)	2
Skewness	3.3088068
Sum	5175
Variance	19.660297
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
0	361	20.1%
3	298	16.6%
4	208	11.6%
2	133	7.4%
5	132	7.3%
6	51	2.8%
7	48	2.7%
8	29	1.6%
1	25	1.4%
9	20	1.1%
Other values (23)	84	4.7%
(Missing)	411	22.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	361	20.1%
1	25	1.4%
2	133	7.4%
3	298	16.6%
4	208	11.6%
5	132	7.3%
6	51	2.8%
7	48	2.7%
8	29	1.6%
9	20	1.1%

Value	Count	Frequency (%)
42	1	0.1%
37	1	0.1%
34	1	0.1%
33	1	0.1%
32	1	0.1%
30	1	0.1%
29	1	0.1%
28	3	0.2%
27	1	0.1%
25	2	0.1%

건물지하층수
Real number (ℝ)

MISSING ZEROS

Distinct	8
Distinct (%)	0.7%
Missing	642
Missing (%)	35.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.75474957

Minimum	0
Maximum	7
Zeros	558
Zeros (%)	31.0%
Negative	0
Negative (%)	0.0%
Memory size	15.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	3
Maximum	7
Range	7
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.0403896
Coefficient of variation (CV)	1.3784566
Kurtosis	8.0191989
Mean	0.75474957
Median Absolute Deviation (MAD)	1
Skewness	2.4268062
Sum	874
Variance	1.0824104
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	558	31.0%
1	458	25.4%
2	78	4.3%
3	28	1.6%
4	16	0.9%
6	10	0.6%
5	9	0.5%
7	1	0.1%
(Missing)	642	35.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	558	31.0%
1	458	25.4%
2	78	4.3%
3	28	1.6%
4	16	0.9%
5	9	0.5%
6	10	0.6%
7	1	0.1%

Value	Count	Frequency (%)
7	1	0.1%
6	10	0.6%
5	9	0.5%
4	16	0.9%
3	28	1.6%
2	78	4.3%
1	458	25.4%
0	558	31.0%

사용시작지상층
Real number (ℝ)

MISSING ZEROS

Distinct	10
Distinct (%)	0.8%
Missing	594
Missing (%)	33.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.344942

Minimum	0
Maximum	10
Zeros	373
Zeros (%)	20.7%
Negative	0
Negative (%)	0.0%
Memory size	15.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	4
Maximum	10
Range	10
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.3990228
Coefficient of variation (CV)	1.0402106
Kurtosis	5.7112004
Mean	1.344942
Median Absolute Deviation (MAD)	1
Skewness	1.82563
Sum	1622
Variance	1.9572649
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1	373	20.7%
0	373	20.7%
2	300	16.7%
3	76	4.2%
4	42	2.3%
5	21	1.2%
6	12	0.7%
8	4	0.2%
10	3	0.2%
7	2	0.1%
(Missing)	594	33.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	373	20.7%
1	373	20.7%
2	300	16.7%
3	76	4.2%
4	42	2.3%
5	21	1.2%
6	12	0.7%
7	2	0.1%
8	4	0.2%
10	3	0.2%

Value	Count	Frequency (%)
10	3	0.2%
8	4	0.2%
7	2	0.1%
6	12	0.7%
5	21	1.2%
4	42	2.3%
3	76	4.2%
2	300	16.7%
1	373	20.7%
0	373	20.7%

사용끝지상층
Real number (ℝ)

MISSING ZEROS

Distinct	12
Distinct (%)	1.1%
Missing	685
Missing (%)	38.1%
Infinite	0
Infinite (%)	0.0%
Mean	2.1336323

Minimum	0
Maximum	11
Zeros	255
Zeros (%)	14.2%
Negative	0
Negative (%)	0.0%
Memory size	15.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	3
95-th percentile	5
Maximum	11
Range	11
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.7359564
Coefficient of variation (CV)	0.81361556
Kurtosis	2.4711002
Mean	2.1336323
Median Absolute Deviation (MAD)	1
Skewness	1.0995626
Sum	2379
Variance	3.0135447
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
2	381	21.2%
0	255	14.2%
3	211	11.7%
1	93	5.2%
4	82	4.6%
5	48	2.7%
6	20	1.1%
7	11	0.6%
9	5	0.3%
8	5	0.3%
Other values (2)	4	0.2%
(Missing)	685	38.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	255	14.2%
1	93	5.2%
2	381	21.2%
3	211	11.7%
4	82	4.6%
5	48	2.7%
6	20	1.1%
7	11	0.6%
8	5	0.3%
9	5	0.3%

Value	Count	Frequency (%)
11	1	0.1%
10	3	0.2%
9	5	0.3%
8	5	0.3%
7	11	0.6%
6	20	1.1%
5	48	2.7%
4	82	4.6%
3	211	11.7%
2	381	21.2%

사용시작지하층
Categorical

Distinct	5
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

<NA>	887
0	820
1	81
2	9
3	3

Length

Max length	4
Median length	1
Mean length	2.4783333
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	1
3rd row	0
4th row	0
5th row	1

Common Values

Value	Count	Frequency (%)
<NA>	887	49.3%
0	820	45.6%
1	81	4.5%
2	9	0.5%
3	3	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	887	49.3%
0	820	45.6%
1	81	4.5%
2	9	0.5%
3	3	0.2%

사용끝지하층
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

<NA>	1093
0	613
1	69
2	21
3	3

Length

Max length	4
Median length	4
Mean length	2.8216667
Min length	1

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	0
2nd row	1
3rd row	0
4th row	0
5th row	1

Common Values

Value	Count	Frequency (%)
<NA>	1093	60.7%
0	613	34.1%
1	69	3.8%
2	21	1.2%
3	3	0.2%
4	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1093	60.7%
0	613	34.1%
1	69	3.8%
2	21	1.2%
3	3	0.2%
4	1	0.1%

한실수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

0	917
<NA>	883

Length

Max length	4
Median length	1
Mean length	2.4716667
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	917	50.9%
<NA>	883	49.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	917	50.9%
na	883	49.1%

양실수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

0	917
<NA>	883

Length

Max length	4
Median length	1
Mean length	2.4716667
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	917	50.9%
<NA>	883	49.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	917	50.9%
na	883	49.1%

욕실수
Real number (ℝ)

MISSING ZEROS

Distinct	17
Distinct (%)	1.4%
Missing	579
Missing (%)	32.2%
Infinite	0
Infinite (%)	0.0%
Mean	1.3128583

Minimum	0
Maximum	26
Zeros	635
Zeros (%)	35.3%
Negative	0
Negative (%)	0.0%
Memory size	15.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	5
Maximum	26
Range	26
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.1444721
Coefficient of variation (CV)	1.6334376
Kurtosis	31.680575
Mean	1.3128583
Median Absolute Deviation (MAD)	0
Skewness	4.3491088
Sum	1603
Variance	4.5987608
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
0	635	35.3%
2	475	26.4%
6	29	1.6%
4	25	1.4%
1	19	1.1%
8	13	0.7%
10	6	0.3%
3	5	0.3%
5	3	0.2%
12	2	0.1%
Other values (7)	9	0.5%
(Missing)	579	32.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	635	35.3%
1	19	1.1%
2	475	26.4%
3	5	0.3%
4	25	1.4%
5	3	0.2%
6	29	1.6%
8	13	0.7%
9	2	0.1%
10	6	0.3%

Value	Count	Frequency (%)
26	1	0.1%
22	1	0.1%
18	2	0.1%
15	1	0.1%
14	1	0.1%
12	2	0.1%
11	1	0.1%
10	6	0.3%
9	2	0.1%
8	13	0.7%

발한실여부
Boolean

Distinct	2
Distinct (%)	0.1%
Missing	2
Missing (%)	0.1%
Memory size	3.6 KiB

False	1342
True	456
(Missing)	2

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	1342	74.6%
True	456	25.3%
(Missing)	2	0.1%

의자수
Categorical

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

0	916
<NA>	883
2	1

Length

Max length	4
Median length	1
Mean length	2.4716667
Min length	1

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	916	50.9%
<NA>	883	49.1%
2	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	916	50.9%
na	883	49.1%
2	1	0.1%

조건부허가신고사유
Text

CONSTANT MISSING

Distinct	1
Distinct (%)	100.0%
Missing	1799
Missing (%)	99.9%
Memory size	14.2 KiB

Length

Max length	36
Median length	36
Mean length	36
Min length	36

Characters and Unicode

Total characters	36
Distinct characters	28
Distinct categories	7 ?
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	1 ?
Unique (%)	100.0%

Sample

1st row	건축과-16824(2019.4.15),가설건축물 존치기간연장 신고

Value	Count	Frequency (%)
건축과-16824(2019.4.15),가설건축물	1	33.3%
존치기간연장	1	33.3%
신고	1	33.3%

Most occurring characters

Value	Count	Frequency (%)
1	3	8.3%
건	2	5.6%
2	2	5.6%
4	2	5.6%
.	2	5.6%
	2	5.6%
축	2	5.6%
설	1	2.8%
신	1	2.8%
장	1	2.8%
Other values (18)	18	50.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	16	44.4%
Decimal Number	12	33.3%
Other Punctuation	3	8.3%
Space Separator	2	5.6%
Close Punctuation	1	2.8%
Open Punctuation	1	2.8%
Dash Punctuation	1	2.8%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
건	2	12.5%
축	2	12.5%
설	1	6.2%
신	1	6.2%
장	1	6.2%
연	1	6.2%
간	1	6.2%
기	1	6.2%
치	1	6.2%
존	1	6.2%
Other values (4)	4	25.0%

Decimal Number

Value	Count	Frequency (%)
1	3	25.0%
2	2	16.7%
4	2	16.7%
5	1	8.3%
9	1	8.3%
0	1	8.3%
8	1	8.3%
6	1	8.3%

Other Punctuation

Value	Count	Frequency (%)
.	2	66.7%
,	1	33.3%

Space Separator

Value	Count	Frequency (%)
	2	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	20	55.6%
Hangul	16	44.4%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	3	15.0%
2	2	10.0%
4	2	10.0%
.	2	10.0%
	2	10.0%
)	1	5.0%
,	1	5.0%
5	1	5.0%
9	1	5.0%
0	1	5.0%
Other values (4)	4	20.0%

Hangul

Value	Count	Frequency (%)
건	2	12.5%
축	2	12.5%
설	1	6.2%
신	1	6.2%
장	1	6.2%
연	1	6.2%
간	1	6.2%
기	1	6.2%
치	1	6.2%
존	1	6.2%
Other values (4)	4	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	20	55.6%
Hangul	16	44.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	3	15.0%
2	2	10.0%
4	2	10.0%
.	2	10.0%
	2	10.0%
)	1	5.0%
,	1	5.0%
5	1	5.0%
9	1	5.0%
0	1	5.0%
Other values (4)	4	20.0%

Hangul

Value	Count	Frequency (%)
건	2	12.5%
축	2	12.5%
설	1	6.2%
신	1	6.2%
장	1	6.2%
연	1	6.2%
간	1	6.2%
기	1	6.2%
치	1	6.2%
존	1	6.2%
Other values (4)	4	25.0%

조건부허가시작일자
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

<NA>	1799
20190501	1

Length

Max length	8
Median length	4
Mean length	4.0022222
Min length	4

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1799	99.9%
20190501	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1799	99.9%
20190501	1	0.1%

조건부허가종료일자
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

<NA>	1799
20210421	1

Length

Max length	8
Median length	4
Mean length	4.0022222
Min length	4

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1799	99.9%
20210421	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1799	99.9%
20210421	1	0.1%

건물소유구분명
Categorical

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

<NA>	1399
자가	273
임대	128

Length

Max length	4
Median length	4
Mean length	3.5544444
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1399	77.7%
자가	273	15.2%
임대	128	7.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1399	77.7%
자가	273	15.2%
임대	128	7.1%

세탁기수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

<NA>	1093
0	707

Length

Max length	4
Median length	4
Mean length	2.8216667
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
<NA>	1093	60.7%
0	707	39.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1093	60.7%
0	707	39.3%

여성종사자수
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

<NA>	1564
0	231
2	2
1	1
3	1

Length

Max length	4
Median length	4
Mean length	3.6066667
Min length	1

Unique

Unique	3 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1564	86.9%
0	231	12.8%
2	2	0.1%
1	1	0.1%
3	1	0.1%
5	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1564	86.9%
0	231	12.8%
2	2	0.1%
1	1	0.1%
3	1	0.1%
5	1	0.1%

남성종사자수
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

<NA>	1564
0	231
1	3
4	1
5	1

Length

Max length	4
Median length	4
Mean length	3.6066667
Min length	1

Unique

Unique	2 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1564	86.9%
0	231	12.8%
1	3	0.2%
4	1	0.1%
5	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1564	86.9%
0	231	12.8%
1	3	0.2%
4	1	0.1%
5	1	0.1%

회수건조수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

<NA>	1116
0	684

Length

Max length	4
Median length	4
Mean length	2.86
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
<NA>	1116	62.0%
0	684	38.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1116	62.0%
0	684	38.0%

침대수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

<NA>	1117
0	683

Length

Max length	4
Median length	4
Mean length	2.8616667
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
<NA>	1117	62.1%
0	683	37.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1117	62.1%
0	683	37.9%

다중이용업소여부
Boolean

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.9 KiB

False	1762
True	38

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	1762	97.9%
True	38	2.1%

Unnamed: 50
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1800
Missing (%)	100.0%
Memory size	15.9 KiB

First rows
Last rows

	번호	개방서비스명	개방서비스아이디	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	목욕장업	11_44_01_P	3250000	3250000-202-2022-00001	20220328	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 462 7616	354.91	600800	부산광역시 중구 대청동4가 24-1	부산광역시 중구 대청북길 44, 1-3층 (대청동4가)	48971	대청행복탕	20220418150347	U	2022-04-20 02:40:00.0	공동탕업	385153.11515	180500.97525	공동탕업	4	1	1	3	0	0	0	0	2	Y	0	<NA>	<NA>	<NA>	임대	0	0	0	0	0	N	<NA>
1	2	목욕장업	11_44_01_P	3250000	3250000-202-2005-00001	20050228	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 4692777	462.00	600816	부산광역시 중구 중앙동4가 79-1 마린센터(지하1층)	부산광역시 중구 충장대로9번길 52, 지하1층 (중앙동4가, 마린센터)	48936	마린목욕탕	20201204174358	U	2020-12-06 02:40:00.0	공동탕업	385825.756708	180869.292985	공동탕업	19	3	0	0	1	1	0	0	1	N	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N	<NA>
2	3	목욕장업	11_44_01_P	3250000	3250000-202-1984-00152	19840217	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 4633803	405.00	600110	부산광역시 중구 영주동 292-10	부산광역시 중구 영주로 20 (영주동)	48916	거북탕	20201204173920	U	2020-12-06 02:40:00.0	공동탕업	385168.082468	180838.190458	공동탕업	0	0	0	0	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N	<NA>
3	4	목욕장업	11_44_01_P	3250000	3250000-202-1988-00159	19880913	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 2472425	338.97	600062	부산광역시 중구 신창동2가 21-2	부산광역시 중구 광복로43번길 12 (신창동2가)	48947	녹수탕	20201204174055	U	2020-12-06 02:40:00.0	공동탕업	385015.385	179808.355521	공동탕업	4	1	2	4	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	임대	0	<NA>	<NA>	0	0	N	<NA>
4	5	목욕장업	11_44_01_P	3250000	3250000-202-1960-00144	19601210	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 2449501	1,416.48	600808	부산광역시 중구 부평동3가 22-1 외 2필지	부산광역시 중구 흑교로31번길 3-1 (부평동3가, 외 2필지)	48976	금강스파	20211018162024	U	2021-10-20 02:40:00.0	공동탕업+찜질시설서비스영업	384542.121202	179994.202104	공동탕업+찜질시설서비스영업	5	1	5	5	1	1	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	0	0	0	0	Y	<NA>
5	6	목욕장업	11_44_01_P	3250000	3250000-202-1960-00146	19601210	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 2443396	517.00	600074	부산광역시 중구 부평동4가 28-3	부산광역시 중구 흑교로21번길 21 (부평동4가)	48974	부천탕	20210114133518	U	2021-01-16 02:40:00.0	공동탕업	384380.762746	179907.143964	공동탕업	0	0	0	0	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N	<NA>
6	7	목욕장업	11_44_01_P	3250000	3250000-202-1982-00151	19821112	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 469 3202	232.00	600811	부산광역시 중구 영주동 636-2	부산광역시 중구 중구로188번길 21 (영주동)	48922	청호탕	20200814133434	U	2020-08-16 02:40:00.0	공동탕업	385598.846694	180987.169146	공동탕업	0	0	0	0	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N	<NA>
7	8	목욕장업	11_44_01_P	3250000	3250000-202-1969-00001	19691201	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 2451969	233.00	600806	부산광역시 중구 부평동2가 68-6	부산광역시 중구 중구로33번길 44 (부평동2가)	48977	청수탕	20210118094352	U	2021-01-20 02:40:00.0	공동탕업	384626.918928	179878.92302	공동탕업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
8	9	목욕장업	11_44_01_P	3250000	3250000-202-1970-00004	19701228	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 4698444	156.00	600110	부산광역시 중구 영주동 277-16	부산광역시 중구 동영로 77-1 (영주동)	48915	영주탕	20201204173703	U	2020-12-06 02:40:00.0	공동탕업	385201.615276	181101.034719	공동탕업	0	0	0	0	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N	<NA>
9	10	목욕장업	11_44_01_P	3250000	3250000-202-1960-00147	19601210	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 231 4848	337.00	600012	부산광역시 중구 중앙동2가 21-1 , 6, 8	부산광역시 중구 대청로138번길 15-1 (중앙동2가, 21-1, 6, 8)	48956	신수탕	20220318105444	U	2022-03-20 02:40:00.0	공동탕업	385508.413955	179934.600251	공동탕업	0	0	0	0	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	0	0	0	0	0	N	<NA>

	번호	개방서비스명	개방서비스아이디	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
1790	1791	목욕장업	11_44_01_P	3400000	3400000-202-1984-00336	19840305	<NA>	3	폐업	2	폐업	20200710	<NA>	<NA>	<NA>	051 7215512	722.19	619912	부산광역시 기장군 일광면 삼성리 33-6	부산광역시 기장군 일광면 삼성3길 55-1	46044	명성탕	20200710154125	U	2020-07-12 02:40:00.0	공동탕업	403211.411148	198587.35393	공동탕업	3	0	1	3	0	0	0	0	4	Y	0	<NA>	<NA>	<NA>	자가	0	<NA>	<NA>	0	0	N	<NA>
1791	1792	목욕장업	11_44_01_P	3400000	3400000-202-1998-00088	19980819	<NA>	3	폐업	2	폐업	20090724	<NA>	<NA>	<NA>	051 7210905	550.19	619904	부산광역시 기장군 기장읍 대변리 423번지	<NA>	<NA>	대변항해수탕	20031219000000	I	2018-08-31 23:59:59.0	공동탕업	402750.992777	194137.607656	공동탕업	3	<NA>	3	3	<NA>	<NA>	<NA>	<NA>	2	Y	<NA>	<NA>	<NA>	<NA>	임대	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
1792	1793	목욕장업	11_44_01_P	3400000	3400000-202-2009-00001	20091027	<NA>	3	폐업	2	폐업	20190718	<NA>	<NA>	<NA>	051 723 2093	1,500.00	619903	부산광역시 기장군 기장읍 대라리 57번지	부산광역시 기장군 기장읍 차성동로 63	46066	석천탕	20190718173053	U	2019-07-20 02:40:00.0	공동탕업	401671.55937	196027.51628	공동탕업	0	0	4	4	0	0	0	0	6	N	0	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N	<NA>
1793	1794	목욕장업	11_44_01_P	3400000	3400000-202-1984-00337	19840922	<NA>	3	폐업	2	폐업	20041124	<NA>	<NA>	<NA>	051 7214512	.00	619913	부산광역시 기장군 일광면 이천리 908번지	<NA>	<NA>	일광탕	20020621000000	I	2018-08-31 23:59:59.0	공동탕업	<NA>	<NA>	공동탕업	0	0	0	<NA>	0	<NA>	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
1794	1795	목욕장업	11_44_01_P	3400000	3400000-202-1991-00084	19911126	<NA>	3	폐업	2	폐업	20090817	<NA>	<NA>	<NA>	051 7220680	322.38	619905	부산광역시 기장군 기장읍 동부리 152-8번지 6B 8-1L	<NA>	<NA>	제일탕	20031219000000	I	2018-08-31 23:59:59.0	공동탕업	401672.154925	196524.792797	공동탕업	3	<NA>	1	2	<NA>	<NA>	<NA>	<NA>	2	Y	<NA>	<NA>	<NA>	<NA>	자가	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
1795	1796	목욕장업	11_44_01_P	3400000	3400000-202-1994-00407	19940916	<NA>	3	폐업	2	폐업	20061107	<NA>	<NA>	<NA>	051 7273302	395.22	619911	부산광역시 기장군 일광면 칠암리 158-5번지	<NA>	<NA>	풍년탕	20031219000000	I	2018-08-31 23:59:59.0	공동탕업	405347.024249	202354.011586	공동탕업	1	<NA>	1	1	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
1796	1797	목욕장업	11_44_01_P	3400000	3400000-202-1994-00408	19941125	<NA>	3	폐업	2	폐업	20090731	<NA>	<NA>	<NA>	051 7211997	183.56	619872	부산광역시 기장군 철마면 장전리 366번지	<NA>	<NA>	철마목욕탕	20030820000000	I	2018-08-31 23:59:59.0	공동탕업	<NA>	<NA>	공동탕업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
1797	1798	목욕장업	11_44_01_P	3400000	3400000-202-1992-00084	19920210	<NA>	3	폐업	2	폐업	20070829	<NA>	<NA>	<NA>	051 7221054	609.82	619906	부산광역시 기장군 기장읍 청강리 226-7번지	<NA>	<NA>	보광탕	20070814161709	I	2018-08-31 23:59:59.0	공동탕업	401913.079586	195119.258755	공동탕업	4	<NA>	1	2	<NA>	<NA>	<NA>	<NA>	4	Y	<NA>	<NA>	<NA>	<NA>	자가	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
1798	1799	목욕장업	11_44_01_P	3400000	3400000-202-2000-00091	20000330	<NA>	3	폐업	2	폐업	20161129	<NA>	<NA>	<NA>	051 7222537	384.00	619901	부산광역시 기장군 기장읍 교리 352-8번지	부산광역시 기장군 기장읍 차성동로 164-15	46055	교리탕	20161130114519	I	2018-08-31 23:59:59.0	공동탕업	401804.176817	197042.683118	공동탕업	3	<NA>	1	2	<NA>	<NA>	<NA>	<NA>	4	Y	<NA>	<NA>	<NA>	<NA>	임대	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
1799	1800	목욕장업	11_44_01_P	3400000	3400000-202-2003-00002	20031029	<NA>	3	폐업	2	폐업	20121220	<NA>	<NA>	<NA>	051 7243994	348.16	619905	부산광역시 기장군 기장읍 서부리 422번지	부산광역시 기장군 기장읍 반송로 1545	46058	에쿠스목욕장	20040531000000	I	2018-08-31 23:59:59.0	공동탕업	401037.499134	196702.5529	공동탕업	5	2	<NA>	<NA>	1	1	<NA>	<NA>	2	N	<NA>	<NA>	<NA>	<NA>	자가	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>

Overview

Variables

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

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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

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

Decimal Number

Uppercase Letter

Other Punctuation

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Math Symbol

Letter Number

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Number Forms

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter