gimi9 Pandas Profiling

Dataset statistics

Number of variables	51
Number of observations	1794
Missing cells	16044
Missing cells (%)	17.5%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	772.7 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	2021-12-01
Author	지방행정인허가공개데이터
URL	https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901050101123185

Alerts

`개방서비스명` has constant value ""	Constant
`개방서비스id` has constant value ""	Constant
`조건부허가신고사유` has constant value ""	Constant
`업태구분명` is highly imbalanced (63.3%)	Imbalance
`위생업태명` is highly imbalanced (63.3%)	Imbalance
`사용끝지하층` is highly imbalanced (52.4%)	Imbalance
`조건부허가시작일자` is highly imbalanced (99.3%)	Imbalance
`조건부허가종료일자` is highly imbalanced (99.3%)	Imbalance
`여성종사자수` is highly imbalanced (81.8%)	Imbalance
`남성종사자수` is highly imbalanced (79.8%)	Imbalance
`다중이용업소여부` is highly imbalanced (86.4%)	Imbalance
`인허가취소일자` has 1794 (100.0%) missing values	Missing
`폐업일자` has 778 (43.4%) missing values	Missing
`휴업시작일자` has 1794 (100.0%) missing values	Missing
`휴업종료일자` has 1794 (100.0%) missing values	Missing
`재개업일자` has 1794 (100.0%) missing values	Missing
`소재지전화` has 104 (5.8%) missing values	Missing
`도로명전체주소` has 603 (33.6%) missing values	Missing
`도로명우편번호` has 655 (36.5%) missing values	Missing
`좌표정보(x)` has 97 (5.4%) missing values	Missing
`좌표정보(y)` has 97 (5.4%) missing values	Missing
`건물지상층수` has 412 (23.0%) missing values	Missing
`건물지하층수` has 646 (36.0%) missing values	Missing
`사용시작지상층` has 600 (33.4%) missing values	Missing
`사용끝지상층` has 691 (38.5%) missing values	Missing
`욕실수` has 582 (32.4%) missing values	Missing
`조건부허가신고사유` has 1793 (99.9%) missing values	Missing
`Unnamed: 50` has 1794 (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 356 (19.8%) zeros	Zeros
`건물지하층수` has 549 (30.6%) zeros	Zeros
`사용시작지상층` has 364 (20.3%) zeros	Zeros
`사용끝지상층` has 245 (13.7%) zeros	Zeros
`욕실수` has 631 (35.2%) zeros	Zeros

Reproduction

Analysis started	2024-04-17 21:44:09.997673
Analysis finished	2024-04-17 21:44:10.927630
Duration	0.93 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	1794
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	897.5

Minimum	1
Maximum	1794
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.9 KiB

Quantile statistics

Minimum	1
5-th percentile	90.65
Q1	449.25
median	897.5
Q3	1345.75
95-th percentile	1704.35
Maximum	1794
Range	1793
Interquartile range (IQR)	896.5

Descriptive statistics

Standard deviation	518.02751
Coefficient of variation (CV)	0.57718942
Kurtosis	-1.2
Mean	897.5
Median Absolute Deviation (MAD)	448.5
Skewness	0
Sum	1610115
Variance	268352.5
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	0.1%
1347	1	0.1%
1205	1	0.1%
1204	1	0.1%
1203	1	0.1%
1202	1	0.1%
1201	1	0.1%
1200	1	0.1%
1199	1	0.1%
1198	1	0.1%
Other values (1784)	1784	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 (%)
1794	1	0.1%
1793	1	0.1%
1792	1	0.1%
1791	1	0.1%
1790	1	0.1%
1789	1	0.1%
1788	1	0.1%
1787	1	0.1%
1786	1	0.1%
1785	1	0.1%

개방서비스명
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.1 KiB

목욕장업	1794

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	1794	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
목욕장업	1794	100.0%

개방서비스id
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.1 KiB

11_44_01_P	1794

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	1794	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
11_44_01_p	1794	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	16
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3323104.8

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	40062.739
Coefficient of variation (CV)	0.012055816
Kurtosis	-0.91906673
Mean	3323104.8
Median Absolute Deviation (MAD)	30000
Skewness	0.12386065
Sum	5.96165 × 10⁹
Variance	1.605023 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3290000	222	12.4%
3340000	173	9.6%
3330000	159	8.9%
3300000	147	8.2%
3310000	146	8.1%
3370000	130	7.2%
3320000	124	6.9%
3350000	113	6.3%
3380000	112	6.2%
3270000	94	5.2%
Other values (6)	374	20.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	62	3.5%
3260000	73	4.1%
3270000	94	5.2%
3280000	72	4.0%
3290000	222	12.4%
3300000	147	8.2%
3310000	146	8.1%
3320000	124	6.9%
3330000	159	8.9%
3340000	173	9.6%

Value	Count	Frequency (%)
3400000	45	2.5%
3390000	93	5.2%
3380000	112	6.2%
3370000	130	7.2%
3360000	29	1.6%
3350000	113	6.3%
3340000	173	9.6%
3330000	159	8.9%
3320000	124	6.9%
3310000	146	8.1%

관리번호
Text

UNIQUE

Distinct	1794
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	14.1 KiB

Length

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

Characters and Unicode

Total characters	39468
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	1794 ?
Unique (%)	100.0%

Sample

1st row	3250000-202-2005-00001
2nd row	3250000-202-1984-00152
3rd row	3250000-202-1988-00159
4th row	3250000-202-1960-00144
5th row	3250000-202-1960-00146

Value	Count	Frequency (%)
3250000-202-2005-00001	1	0.1%
3330000-202-1993-00190	1	0.1%
3310000-202-1989-00050	1	0.1%
3310000-202-1995-00840	1	0.1%
3310000-202-1993-00629	1	0.1%
3310000-202-1984-00925	1	0.1%
3310000-202-1990-00481	1	0.1%
3310000-202-1969-00475	1	0.1%
3310000-202-1976-00966	1	0.1%
3310000-202-1987-00162	1	0.1%
Other values (1784)	1784	99.4%

Most occurring characters

Value	Count	Frequency (%)
0	15225	38.6%
2	5591	14.2%
-	5382	13.6%
3	3893	9.9%
1	2703	6.8%
9	2498	6.3%
8	1135	2.9%
4	934	2.4%
7	832	2.1%
5	683	1.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	34086	86.4%
Dash Punctuation	5382	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	15225	44.7%
2	5591	16.4%
3	3893	11.4%
1	2703	7.9%
9	2498	7.3%
8	1135	3.3%
4	934	2.7%
7	832	2.4%
5	683	2.0%
6	592	1.7%

Dash Punctuation

Value	Count	Frequency (%)
-	5382	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	39468	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	15225	38.6%
2	5591	14.2%
-	5382	13.6%
3	3893	9.9%
1	2703	6.8%
9	2498	6.3%
8	1135	2.9%
4	934	2.4%
7	832	2.1%
5	683	1.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	39468	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	15225	38.6%
2	5591	14.2%
-	5382	13.6%
3	3893	9.9%
1	2703	6.8%
9	2498	6.3%
8	1135	2.9%
4	934	2.4%
7	832	2.1%
5	683	1.7%

인허가일자
Real number (ℝ)

Distinct	1526
Distinct (%)	85.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19909281

Minimum	19540131
Maximum	20210914
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.9 KiB

Quantile statistics

Minimum	19540131
5-th percentile	19700420
Q1	19830304
median	19901016
Q3	20010414
95-th percentile	20101106
Maximum	20210914
Range	670783
Interquartile range (IQR)	180110.25

Descriptive statistics

Standard deviation	123471.16
Coefficient of variation (CV)	0.0062016884
Kurtosis	-0.37343424
Mean	19909281
Median Absolute Deviation (MAD)	80899.5
Skewness	-0.049223671
Sum	3.571725 × 10¹⁰
Variance	1.5245127 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19630110	15	0.8%
20001130	9	0.5%
20000420	5	0.3%
20030115	5	0.3%
19820928	5	0.3%
19830304	5	0.3%
19840908	4	0.2%
19880314	4	0.2%
19880923	4	0.2%
19630610	4	0.2%
Other values (1516)	1734	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 (%)
20210914	1	0.1%
20210525	1	0.1%
20210401	1	0.1%
20210316	1	0.1%
20201013	1	0.1%
20200924	1	0.1%
20200921	1	0.1%
20200908	1	0.1%
20200827	1	0.1%
20200708	1	0.1%

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1794
Missing (%)	100.0%
Memory size	15.9 KiB

영업상태구분코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.1 KiB

3	1016
1	778

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	1016	56.6%
1	778	43.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	1016	56.6%
1	778	43.4%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.1 KiB

폐업	1016
영업/정상	778

Length

Max length	5
Median length	2
Mean length	3.3010033
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	1016	56.6%
영업/정상	778	43.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	1016	56.6%
영업/정상	778	43.4%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.1 KiB

2	1016
1	778

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	1016	56.6%
1	778	43.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	1016	56.6%
1	778	43.4%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.1 KiB

폐업	1016
영업	778

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	1016	56.6%
영업	778	43.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	1016	56.6%
영업	778	43.4%

폐업일자
Real number (ℝ)

MISSING

Distinct	852
Distinct (%)	83.9%
Missing	778
Missing (%)	43.4%
Infinite	0
Infinite (%)	0.0%
Mean	20100996

Minimum	19901019
Maximum	20211020
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.9 KiB

Quantile statistics

Minimum	19901019
5-th percentile	20000196
Q1	20051019
median	20101011
Q3	20150623
95-th percentile	20200730
Maximum	20211020
Range	310001
Interquartile range (IQR)	99604.25

Descriptive statistics

Standard deviation	62397.788
Coefficient of variation (CV)	0.0031042137
Kurtosis	-0.59347802
Mean	20100996
Median Absolute Deviation (MAD)	49750.5
Skewness	-0.16830466
Sum	2.0422612 × 10¹⁰
Variance	3.893484 × 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%
20190226	4	0.2%
20141030	4	0.2%
20030122	4	0.2%
20120621	4	0.2%
20071107	3	0.2%
Other values (842)	961	53.6%
(Missing)	778	43.4%

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 (%)
20211020	2	0.1%
20211015	1	0.1%
20211008	1	0.1%
20210928	1	0.1%
20210924	1	0.1%
20210916	1	0.1%
20210824	1	0.1%
20210819	1	0.1%
20210806	1	0.1%
20210803	1	0.1%

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1794
Missing (%)	100.0%
Memory size	15.9 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1794
Missing (%)	100.0%
Memory size	15.9 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1794
Missing (%)	100.0%
Memory size	15.9 KiB

소재지전화
Text

MISSING

Distinct	1608
Distinct (%)	95.1%
Missing	104
Missing (%)	5.8%
Memory size	14.1 KiB

Length

Max length	12
Median length	11
Mean length	10.909467
Min length	3

Characters and Unicode

Total characters	18437
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	1570 ?
Unique (%)	92.9%

Sample

1st row	051 4692777
2nd row	051 4633803
3rd row	051 2472425
4th row	051 2449501
5th row	051 2443396

Value	Count	Frequency (%)
051	1636	45.6%
808	7	0.2%
893	7	0.2%
070	6	0.2%
802	5	0.1%
891	5	0.1%
261	5	0.1%
897	5	0.1%
816	5	0.1%
646	4	0.1%
Other values (1764)	1906	53.1%

Most occurring characters

Value	Count	Frequency (%)
5	3041	16.5%
0	2835	15.4%
1	2761	15.0%
	1910	10.4%
2	1444	7.8%
3	1299	7.0%
6	1227	6.7%
4	1109	6.0%
7	1075	5.8%
8	1033	5.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	16527	89.6%
Space Separator	1910	10.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	3041	18.4%
0	2835	17.2%
1	2761	16.7%
2	1444	8.7%
3	1299	7.9%
6	1227	7.4%
4	1109	6.7%
7	1075	6.5%
8	1033	6.3%
9	703	4.3%

Space Separator

Value	Count	Frequency (%)
	1910	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	18437	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	3041	16.5%
0	2835	15.4%
1	2761	15.0%
	1910	10.4%
2	1444	7.8%
3	1299	7.0%
6	1227	6.7%
4	1109	6.0%
7	1075	5.8%
8	1033	5.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	18437	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	3041	16.5%
0	2835	15.4%
1	2761	15.0%
	1910	10.4%
2	1444	7.8%
3	1299	7.0%
6	1227	6.7%
4	1109	6.0%
7	1075	5.8%
8	1033	5.6%

소재지면적
Text

Distinct	1577
Distinct (%)	88.3%
Missing	9
Missing (%)	0.5%
Memory size	14.1 KiB

Length

Max length	8
Median length	6
Mean length	5.9719888
Min length	3

Characters and Unicode

Total characters	10660
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	1494 ?
Unique (%)	83.7%

Sample

1st row	462.00
2nd row	405.00
3rd row	338.97
4th row	1,416.48
5th row	517.00

Value	Count	Frequency (%)
00	116	6.5%
330.00	5	0.3%
427.44	3	0.2%
348.00	3	0.2%
478.00	3	0.2%
426.00	3	0.2%
93.73	3	0.2%
798.24	3	0.2%
363.30	3	0.2%
506.24	3	0.2%
Other values (1567)	1640	91.9%

Most occurring characters

Value	Count	Frequency (%)
.	1785	16.7%
0	1427	13.4%
2	1048	9.8%
3	995	9.3%
4	925	8.7%
1	898	8.4%
8	697	6.5%
6	694	6.5%
5	690	6.5%
7	673	6.3%
Other values (2)	828	7.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	8716	81.8%
Other Punctuation	1944	18.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1427	16.4%
2	1048	12.0%
3	995	11.4%
4	925	10.6%
1	898	10.3%
8	697	8.0%
6	694	8.0%
5	690	7.9%
7	673	7.7%
9	669	7.7%

Other Punctuation

Value	Count	Frequency (%)
.	1785	91.8%
,	159	8.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	10660	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	1785	16.7%
0	1427	13.4%
2	1048	9.8%
3	995	9.3%
4	925	8.7%
1	898	8.4%
8	697	6.5%
6	694	6.5%
5	690	6.5%
7	673	6.3%
Other values (2)	828	7.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10660	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	1785	16.7%
0	1427	13.4%
2	1048	9.8%
3	995	9.3%
4	925	8.7%
1	898	8.4%
8	697	6.5%
6	694	6.5%
5	690	6.5%
7	673	6.3%
Other values (2)	828	7.8%

소재지우편번호
Real number (ℝ)

Distinct	630
Distinct (%)	35.2%
Missing	5
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	610445.11

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	601811
Q1	606807
median	611803
Q3	614822
95-th percentile	617834
Maximum	619953
Range	19942
Interquartile range (IQR)	8015

Descriptive statistics

Standard deviation	5186.5488
Coefficient of variation (CV)	0.0084963394
Kurtosis	-0.9273921
Mean	610445.11
Median Absolute Deviation (MAD)	3962
Skewness	-0.2202254
Sum	1.0920863 × 10⁹
Variance	26900288
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	10	0.6%
614822	10	0.6%
608828	10	0.6%
613805	9	0.5%
607826	9	0.5%
607833	9	0.5%
613832	9	0.5%
Other values (620)	1684	93.9%

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	1729
Distinct (%)	96.4%
Missing	0
Missing (%)	0.0%
Memory size	14.1 KiB

Length

Max length	54
Median length	44
Mean length	23.321628
Min length	16

Characters and Unicode

Total characters	41839
Distinct characters	276
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	1672 ?
Unique (%)	93.2%

Sample

1st row	부산광역시 중구 중앙동4가 79-1 마린센터(지하1층)
2nd row	부산광역시 중구 영주동 292-10
3rd row	부산광역시 중구 신창동2가 21-2
4th row	부산광역시 중구 부평동3가 22-1 외 2필지
5th row	부산광역시 중구 부평동4가 28-3

Value	Count	Frequency (%)
부산광역시	1794	22.4%
t통b반	334	4.2%
부산진구	222	2.8%
사하구	173	2.2%
해운대구	159	2.0%
동래구	147	1.8%
남구	146	1.8%
연제구	130	1.6%
북구	124	1.5%
금정구	113	1.4%
Other values (2165)	4661	58.2%

Most occurring characters

Value	Count	Frequency (%)
	6210	14.8%
산	2145	5.1%
부	2136	5.1%
동	2076	5.0%
1	1889	4.5%
광	1864	4.5%
구	1815	4.3%
시	1806	4.3%
역	1798	4.3%
-	1671	4.0%
Other values (266)	18429	44.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	24311	58.1%
Decimal Number	8720	20.8%
Space Separator	6210	14.8%
Dash Punctuation	1671	4.0%
Uppercase Letter	683	1.6%
Other Punctuation	114	0.3%
Close Punctuation	61	0.1%
Open 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	2145	8.8%
부	2136	8.8%
동	2076	8.5%
광	1864	7.7%
구	1815	7.5%
시	1806	7.4%
역	1798	7.4%
지	1403	5.8%
번	1335	5.5%
반	385	1.6%
Other values (240)	7548	31.0%

Decimal Number

Value	Count	Frequency (%)
1	1889	21.7%
2	1123	12.9%
3	983	11.3%
4	878	10.1%
5	776	8.9%
6	675	7.7%
7	643	7.4%
8	608	7.0%
0	607	7.0%
9	538	6.2%

Uppercase Letter

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

Other Punctuation

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

Space Separator

Value	Count	Frequency (%)
	6210	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1671	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	61	100.0%

Open 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	24311	58.1%
Common	16844	40.3%
Latin	684	1.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
산	2145	8.8%
부	2136	8.8%
동	2076	8.5%
광	1864	7.7%
구	1815	7.5%
시	1806	7.4%
역	1798	7.4%
지	1403	5.8%
번	1335	5.5%
반	385	1.6%
Other values (240)	7548	31.0%

Common

Value	Count	Frequency (%)
	6210	36.9%
1	1889	11.2%
-	1671	9.9%
2	1123	6.7%
3	983	5.8%
4	878	5.2%
5	776	4.6%
6	675	4.0%
7	643	3.8%
8	608	3.6%
Other values (8)	1388	8.2%

Latin

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

Most occurring blocks

Value	Count	Frequency (%)
Hangul	24311	58.1%
ASCII	17527	41.9%
Number Forms	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	6210	35.4%
1	1889	10.8%
-	1671	9.5%
2	1123	6.4%
3	983	5.6%
4	878	5.0%
5	776	4.4%
6	675	3.9%
7	643	3.7%
8	608	3.5%
Other values (15)	2071	11.8%

Hangul

Value	Count	Frequency (%)
산	2145	8.8%
부	2136	8.8%
동	2076	8.5%
광	1864	7.7%
구	1815	7.5%
시	1806	7.4%
역	1798	7.4%
지	1403	5.8%
번	1335	5.5%
반	385	1.6%
Other values (240)	7548	31.0%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

도로명전체주소
Text

MISSING

Distinct	1178
Distinct (%)	98.9%
Missing	603
Missing (%)	33.6%
Memory size	14.1 KiB

Length

Max length	59
Median length	50
Mean length	27.513014
Min length	20

Characters and Unicode

Total characters	32768
Distinct characters	336
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	1165 ?
Unique (%)	97.8%

Sample

1st row	부산광역시 중구 충장대로9번길 52, 지하1층 (중앙동4가, 마린센터)
2nd row	부산광역시 중구 영주로 20 (영주동)
3rd row	부산광역시 중구 광복로43번길 12 (신창동2가)
4th row	부산광역시 중구 흑교로31번길 3-1 (부평동3가, 외 2필지)
5th row	부산광역시 중구 흑교로21번길 21 (부평동4가)

Value	Count	Frequency (%)
부산광역시	1191	19.1%
부산진구	154	2.5%
해운대구	103	1.7%
남구	102	1.6%
사하구	102	1.6%
동래구	96	1.5%
연제구	84	1.3%
북구	76	1.2%
금정구	75	1.2%
사상구	71	1.1%
Other values (1720)	4185	67.1%

Most occurring characters

Value	Count	Frequency (%)
	5049	15.4%
동	1510	4.6%
산	1445	4.4%
부	1444	4.4%
광	1258	3.8%
시	1247	3.8%
구	1220	3.7%
역	1196	3.6%
(	1177	3.6%
)	1177	3.6%
Other values (326)	16045	49.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	19740	60.2%
Decimal Number	5053	15.4%
Space Separator	5049	15.4%
Open Punctuation	1178	3.6%
Close Punctuation	1178	3.6%
Other Punctuation	343	1.0%
Dash Punctuation	199	0.6%
Uppercase Letter	14	< 0.1%
Math Symbol	13	< 0.1%
Letter Number	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	1510	7.6%
산	1445	7.3%
부	1444	7.3%
광	1258	6.4%
시	1247	6.3%
구	1220	6.2%
역	1196	6.1%
로	1135	5.7%
길	709	3.6%
번	668	3.4%
Other values (298)	7908	40.1%

Decimal Number

Value	Count	Frequency (%)
1	1140	22.6%
2	720	14.2%
3	626	12.4%
5	443	8.8%
4	433	8.6%
6	388	7.7%
0	378	7.5%
7	352	7.0%
9	289	5.7%
8	284	5.6%

Uppercase Letter

Value	Count	Frequency (%)
B	6	42.9%
A	4	28.6%
W	2	14.3%
I	1	7.1%
G	1	7.1%

Other Punctuation

Value	Count	Frequency (%)
,	338	98.5%
.	3	0.9%
*	1	0.3%
@	1	0.3%

Open Punctuation

Value	Count	Frequency (%)
(	1177	99.9%
[	1	0.1%

Close Punctuation

Value	Count	Frequency (%)
)	1177	99.9%
]	1	0.1%

Math Symbol

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

Space Separator

Value	Count	Frequency (%)
	5049	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	199	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	19740	60.2%
Common	13013	39.7%
Latin	15	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	1510	7.6%
산	1445	7.3%
부	1444	7.3%
광	1258	6.4%
시	1247	6.3%
구	1220	6.2%
역	1196	6.1%
로	1135	5.7%
길	709	3.6%
번	668	3.4%
Other values (298)	7908	40.1%

Common

Value	Count	Frequency (%)
	5049	38.8%
(	1177	9.0%
)	1177	9.0%
1	1140	8.8%
2	720	5.5%
3	626	4.8%
5	443	3.4%
4	433	3.3%
6	388	3.0%
0	378	2.9%
Other values (12)	1482	11.4%

Latin

Value	Count	Frequency (%)
B	6	40.0%
A	4	26.7%
W	2	13.3%
Ⅱ	1	6.7%
I	1	6.7%
G	1	6.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	19740	60.2%
ASCII	13026	39.8%
Number Forms	1	< 0.1%
None	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	5049	38.8%
(	1177	9.0%
)	1177	9.0%
1	1140	8.8%
2	720	5.5%
3	626	4.8%
5	443	3.4%
4	433	3.3%
6	388	3.0%
0	378	2.9%
Other values (16)	1495	11.5%

Hangul

Value	Count	Frequency (%)
동	1510	7.6%
산	1445	7.3%
부	1444	7.3%
광	1258	6.4%
시	1247	6.3%
구	1220	6.2%
역	1196	6.1%
로	1135	5.7%
길	709	3.6%
번	668	3.4%
Other values (298)	7908	40.1%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

None

Value	Count	Frequency (%)
～	1	100.0%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	877
Distinct (%)	77.0%
Missing	655
Missing (%)	36.5%
Infinite	0
Infinite (%)	0.0%
Mean	47879.492

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	46248.8
Q1	47142
median	47878
Q3	48718.5
95-th percentile	49394.2
Maximum	49523
Range	3521
Interquartile range (IQR)	1576.5

Descriptive statistics

Standard deviation	982.1789
Coefficient of variation (CV)	0.020513562
Kurtosis	-1.0446772
Mean	47879.492
Median Absolute Deviation (MAD)	755
Skewness	-0.079237978
Sum	54534741
Variance	964675.39
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
48099	8	0.4%
47709	8	0.4%
47248	6	0.3%
46327	5	0.3%
48053	4	0.2%
48052	4	0.2%
48095	4	0.2%
46308	4	0.2%
47712	4	0.2%
47142	4	0.2%
Other values (867)	1088	60.6%
(Missing)	655	36.5%

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	1128
Distinct (%)	62.9%
Missing	0
Missing (%)	0.0%
Memory size	14.1 KiB

Length

Max length	25
Median length	3
Mean length	4.1204013
Min length	2

Characters and Unicode

Total characters	7392
Distinct characters	380
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	889 ?
Unique (%)	49.6%

Sample

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

Value	Count	Frequency (%)
사우나	23	1.2%
청수탕	21	1.1%
현대탕	20	1.0%
옥천탕	19	1.0%
산수탕	15	0.8%
천수탕	15	0.8%
목욕탕	15	0.8%
장수탕	14	0.7%
제일탕	13	0.7%
약수탕	13	0.7%
Other values (1183)	1777	91.4%

Most occurring characters

Value	Count	Frequency (%)
탕	1356	18.3%
수	299	4.0%
천	220	3.0%
대	181	2.4%
우	177	2.4%
사	165	2.2%
나	156	2.1%
	151	2.0%
동	121	1.6%
성	117	1.6%
Other values (370)	4449	60.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	7124	96.4%
Space Separator	151	2.0%
Close Punctuation	37	0.5%
Open Punctuation	34	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	19.0%
수	299	4.2%
천	220	3.1%
대	181	2.5%
우	177	2.5%
사	165	2.3%
나	156	2.2%
동	121	1.7%
성	117	1.6%
호	112	1.6%
Other values (348)	4220	59.2%

Uppercase Letter

Value	Count	Frequency (%)
G	4	26.7%
W	2	13.3%
L	2	13.3%
O	2	13.3%
F	1	6.7%
S	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%
d	1	14.3%
u	1	14.3%
r	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 (%)
	151	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	37	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	34	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	7123	96.4%
Common	246	3.3%
Latin	22	0.3%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
탕	1356	19.0%
수	299	4.2%
천	220	3.1%
대	181	2.5%
우	177	2.5%
사	165	2.3%
나	156	2.2%
동	121	1.7%
성	117	1.6%
호	112	1.6%
Other values (347)	4219	59.2%

Latin

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

Common

Value	Count	Frequency (%)
	151	61.4%
)	37	15.0%
(	34	13.8%
2	11	4.5%
4	9	3.7%
-	2	0.8%
.	1	0.4%
,	1	0.4%

Han

Value	Count	Frequency (%)
愛	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	7123	96.4%
ASCII	268	3.6%
CJK	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
탕	1356	19.0%
수	299	4.2%
천	220	3.1%
대	181	2.5%
우	177	2.5%
사	165	2.3%
나	156	2.2%
동	121	1.7%
성	117	1.6%
호	112	1.6%
Other values (347)	4219	59.2%

ASCII

Value	Count	Frequency (%)
	151	56.3%
)	37	13.8%
(	34	12.7%
2	11	4.1%
4	9	3.4%
G	4	1.5%
W	2	0.7%
o	2	0.7%
n	2	0.7%
-	2	0.7%
Other values (12)	14	5.2%

CJK

Value	Count	Frequency (%)
愛	1	100.0%

최종수정시점
Real number (ℝ)

Distinct	1519
Distinct (%)	84.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.013014 × 10¹³

Minimum	1.999021 × 10¹³
Maximum	2.0211029 × 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	2.0150315 × 10¹³
Q3	2.0200812 × 10¹³
95-th percentile	2.0210716 × 10¹³
Maximum	2.0211029 × 10¹³
Range	2.2081913 × 10¹¹
Interquartile range (IQR)	1.5039713 × 10¹¹

Descriptive statistics

Standard deviation	7.2201185 × 10¹⁰
Coefficient of variation (CV)	0.0035867205
Kurtosis	-1.4009134
Mean	2.013014 × 10¹³
Median Absolute Deviation (MAD)	5.0891507 × 10¹⁰
Skewness	-0.39621375
Sum	3.6113471 × 10¹⁶
Variance	5.2130112 × 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%
20040324000000	8	0.4%
20030722000000	8	0.4%
20070410000000	7	0.4%
Other values (1509)	1663	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 (%)
20211029130913	1	0.1%
20211027140729	1	0.1%
20211026101858	1	0.1%
20211026095854	1	0.1%
20211025155552	1	0.1%
20211022155922	1	0.1%
20211022155904	1	0.1%
20211022155844	1	0.1%
20211022155827	1	0.1%
20211022155806	1	0.1%

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.1 KiB

I	1107
U	687

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	1107	61.7%
U	687	38.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	1107	61.7%
u	687	38.3%

데이터갱신일자
Date

Distinct	285
Distinct (%)	15.9%
Missing	0
Missing (%)	0.0%
Memory size	14.1 KiB

Minimum	2018-08-31 23:59:59
Maximum	2021-11-02 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	14.1 KiB

공동탕업	1519
목욕장업 기타	155
공동탕업+찜질시설서비스영업	76
한증막업	33
찜질시설서비스영업	11

Length

Max length	14
Median length	4
Mean length	4.7134894
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
공동탕업	1519	84.7%
목욕장업 기타	155	8.6%
공동탕업+찜질시설서비스영업	76	4.2%
한증막업	33	1.8%
찜질시설서비스영업	11	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
공동탕업	1519	77.9%
목욕장업	155	8.0%
기타	155	8.0%
공동탕업+찜질시설서비스영업	76	3.9%
한증막업	33	1.7%
찜질시설서비스영업	11	0.6%

좌표정보(x)
Real number (ℝ)

MISSING

Distinct	1538
Distinct (%)	90.6%
Missing	97
Missing (%)	5.4%
Infinite	0
Infinite (%)	0.0%
Mean	387817

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	379641.12
Q1	384098.5
median	388171.2
Q3	391129.2
95-th percentile	396846.4
Maximum	407878.31
Range	41057.525
Interquartile range (IQR)	7030.6971

Descriptive statistics

Standard deviation	5294.2066
Coefficient of variation (CV)	0.013651301
Kurtosis	0.71885284
Mean	387817
Median Absolute Deviation (MAD)	3544.2839
Skewness	0.26207199
Sum	6.5812545 × 10⁸
Variance	28028623
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
386026.75739607	4	0.2%
391834.082986499	4	0.2%
379052.480675244	3	0.2%
392683.749989177	3	0.2%
384030.39531508	3	0.2%
392823.81074453	3	0.2%
379381.589505082	3	0.2%
379618.460093644	3	0.2%
383091.957810087	3	0.2%
386428.823034759	3	0.2%
Other values (1528)	1665	92.8%
(Missing)	97	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	1538
Distinct (%)	90.6%
Missing	97
Missing (%)	5.4%
Infinite	0
Infinite (%)	0.0%
Mean	186631.29

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	177916.17
Q1	182318.1
median	186794.63
Q3	190628.21
95-th percentile	195592.6
Maximum	207205.17
Range	33290.452
Interquartile range (IQR)	8310.1152

Descriptive statistics

Standard deviation	5629.445
Coefficient of variation (CV)	0.030163458
Kurtosis	0.044267811
Mean	186631.29
Median Absolute Deviation (MAD)	4114.7313
Skewness	0.24688455
Sum	3.167133 × 10⁸
Variance	31690651
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
181580.381775088	4	0.2%
189185.417047275	4	0.2%
181034.181864204	3	0.2%
185760.578634347	3	0.2%
181514.179291296	3	0.2%
187864.933254648	3	0.2%
180485.975246308	3	0.2%
174097.616386311	3	0.2%
179227.873327685	3	0.2%
189577.746954425	3	0.2%
Other values (1528)	1665	92.8%
(Missing)	97	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	14.1 KiB

공동탕업	1519
목욕장업 기타	155
공동탕업+찜질시설서비스영업	76
한증막업	33
찜질시설서비스영업	11

Length

Max length	14
Median length	4
Mean length	4.7134894
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
공동탕업	1519	84.7%
목욕장업 기타	155	8.6%
공동탕업+찜질시설서비스영업	76	4.2%
한증막업	33	1.8%
찜질시설서비스영업	11	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
공동탕업	1519	77.9%
목욕장업	155	8.0%
기타	155	8.0%
공동탕업+찜질시설서비스영업	76	3.9%
한증막업	33	1.7%
찜질시설서비스영업	11	0.6%

건물지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	33
Distinct (%)	2.4%
Missing	412
Missing (%)	23.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.7387844

Minimum	0
Maximum	42
Zeros	356
Zeros (%)	19.8%
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	4.4395286
Coefficient of variation (CV)	1.1874257
Kurtosis	16.266074
Mean	3.7387844
Median Absolute Deviation (MAD)	2
Skewness	3.3064684
Sum	5167
Variance	19.709414
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
0	356	19.8%
3	298	16.6%
4	206	11.5%
2	133	7.4%
5	132	7.4%
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)	412	23.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	356	19.8%
1	25	1.4%
2	133	7.4%
3	298	16.6%
4	206	11.5%
5	132	7.4%
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	646
Missing (%)	36.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.76045296

Minimum	0
Maximum	7
Zeros	549
Zeros (%)	30.6%
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	1.0427332
Coefficient of variation (CV)	1.3712002
Kurtosis	7.9606649
Mean	0.76045296
Median Absolute Deviation (MAD)	1
Skewness	2.4180632
Sum	873
Variance	1.0872926
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	549	30.6%
1	457	25.5%
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)	646	36.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	549	30.6%
1	457	25.5%
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	457	25.5%
0	549	30.6%

사용시작지상층
Real number (ℝ)

MISSING ZEROS

Distinct	10
Distinct (%)	0.8%
Missing	600
Missing (%)	33.4%
Infinite	0
Infinite (%)	0.0%
Mean	1.3559464

Minimum	0
Maximum	10
Zeros	364
Zeros (%)	20.3%
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	1.4022263
Coefficient of variation (CV)	1.0341311
Kurtosis	5.7089852
Mean	1.3559464
Median Absolute Deviation (MAD)	1
Skewness	1.8260662
Sum	1619
Variance	1.9662387
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1	370	20.6%
0	364	20.3%
2	300	16.7%
3	77	4.3%
4	41	2.3%
5	20	1.1%
6	13	0.7%
8	4	0.2%
10	3	0.2%
7	2	0.1%
(Missing)	600	33.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	364	20.3%
1	370	20.6%
2	300	16.7%
3	77	4.3%
4	41	2.3%
5	20	1.1%
6	13	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	13	0.7%
5	20	1.1%
4	41	2.3%
3	77	4.3%
2	300	16.7%
1	370	20.6%
0	364	20.3%

사용끝지상층
Real number (ℝ)

MISSING ZEROS

Distinct	12
Distinct (%)	1.1%
Missing	691
Missing (%)	38.5%
Infinite	0
Infinite (%)	0.0%
Mean	2.1559383

Minimum	0
Maximum	11
Zeros	245
Zeros (%)	13.7%
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	1.736545
Coefficient of variation (CV)	0.80547062
Kurtosis	2.4671899
Mean	2.1559383
Median Absolute Deviation (MAD)	1
Skewness	1.0987433
Sum	2378
Variance	3.0155886
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
2	381	21.2%
0	245	13.7%
3	209	11.6%
1	92	5.1%
4	82	4.6%
5	48	2.7%
6	21	1.2%
7	11	0.6%
9	5	0.3%
8	5	0.3%
Other values (2)	4	0.2%
(Missing)	691	38.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	245	13.7%
1	92	5.1%
2	381	21.2%
3	209	11.6%
4	82	4.6%
5	48	2.7%
6	21	1.2%
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	21	1.2%
5	48	2.7%
4	82	4.6%
3	209	11.6%
2	381	21.2%

사용시작지하층
Categorical

Distinct	5
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	14.1 KiB

<NA>	901
0	802
1	79
2	9
3	3

Length

Max length	4
Median length	4
Mean length	2.506689
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	901	50.2%
0	802	44.7%
1	79	4.4%
2	9	0.5%
3	3	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	901	50.2%
0	802	44.7%
1	79	4.4%
2	9	0.5%
3	3	0.2%

사용끝지하층
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	14.1 KiB

<NA>	1110
0	592
1	67
2	21
3	3

Length

Max length	4
Median length	4
Mean length	2.8561873
Min length	1

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1110	61.9%
0	592	33.0%
1	67	3.7%
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	1110	61.9%
0	592	33.0%
1	67	3.7%
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	14.1 KiB

0	900
<NA>	894

Length

Max length	4
Median length	1
Mean length	2.4949833
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	900	50.2%
<NA>	894	49.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	900	50.2%
na	894	49.8%

양실수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.1 KiB

0	900
<NA>	894

Length

Max length	4
Median length	1
Mean length	2.4949833
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	900	50.2%
<NA>	894	49.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	900	50.2%
na	894	49.8%

욕실수
Real number (ℝ)

MISSING ZEROS

Distinct	17
Distinct (%)	1.4%
Missing	582
Missing (%)	32.4%
Infinite	0
Infinite (%)	0.0%
Mean	1.3118812

Minimum	0
Maximum	26
Zeros	631
Zeros (%)	35.2%
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	4.45
Maximum	26
Range	26
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.1465908
Coefficient of variation (CV)	1.6362692
Kurtosis	31.79044
Mean	1.3118812
Median Absolute Deviation (MAD)	0
Skewness	4.3619585
Sum	1590
Variance	4.6078521
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
0	631	35.2%
2	472	26.3%
6	28	1.6%
4	25	1.4%
1	18	1.0%
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)	582	32.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	631	35.2%
1	18	1.0%
2	472	26.3%
3	5	0.3%
4	25	1.4%
5	3	0.2%
6	28	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	1341
True	451
(Missing)	2

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	1341	74.7%
True	451	25.1%
(Missing)	2	0.1%

의자수
Categorical

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	14.1 KiB

0	899
<NA>	894
2	1

Length

Max length	4
Median length	1
Mean length	2.4949833
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	899	50.1%
<NA>	894	49.8%
2	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	899	50.1%
na	894	49.8%
2	1	0.1%

조건부허가신고사유
Text

CONSTANT MISSING

Distinct	1
Distinct (%)	100.0%
Missing	1793
Missing (%)	99.9%
Memory size	14.1 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	14.1 KiB

<NA>	1793
20190501	1

Length

Max length	8
Median length	4
Mean length	4.0022297
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>	1793	99.9%
20190501	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1793	99.9%
20190501	1	0.1%

조건부허가종료일자
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.1 KiB

<NA>	1793
20210421	1

Length

Max length	8
Median length	4
Mean length	4.0022297
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>	1793	99.9%
20210421	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1793	99.9%
20210421	1	0.1%

건물소유구분명
Categorical

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	14.1 KiB

<NA>	1394
자가	273
임대	127

Length

Max length	4
Median length	4
Mean length	3.5540691
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1394	77.7%
자가	273	15.2%
임대	127	7.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1394	77.7%
자가	273	15.2%
임대	127	7.1%

세탁기수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.1 KiB

<NA>	1106
0	688

Length

Max length	4
Median length	4
Mean length	2.8494983
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>	1106	61.6%
0	688	38.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1106	61.6%
0	688	38.4%

여성종사자수
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	14.1 KiB

<NA>	1627
0	162
2	2
1	1
3	1

Length

Max length	4
Median length	4
Mean length	3.7207358
Min length	1

Unique

Unique	3 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1627	90.7%
0	162	9.0%
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	1627	90.7%
0	162	9.0%
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	14.1 KiB

<NA>	1627
0	162
1	3
4	1
5	1

Length

Max length	4
Median length	4
Mean length	3.7207358
Min length	1

Unique

Unique	2 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1627	90.7%
0	162	9.0%
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	1627	90.7%
0	162	9.0%
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	14.1 KiB

<NA>	1132
0	662

Length

Max length	4
Median length	4
Mean length	2.8929766
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>	1132	63.1%
0	662	36.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1132	63.1%
0	662	36.9%

침대수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.1 KiB

<NA>	1133
0	661

Length

Max length	4
Median length	4
Mean length	2.8946488
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>	1133	63.2%
0	661	36.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1133	63.2%
0	661	36.8%

다중이용업소여부
Boolean

IMBALANCE

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

False	1760
True	34

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	1760	98.1%
True	34	1.9%

Unnamed: 50
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1794
Missing (%)	100.0%
Memory size	15.9 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	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>
1	2	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>
2	3	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>
3	4	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>
4	5	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>
5	6	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>
6	7	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>
7	8	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>
8	9	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	20200827153644	U	2020-08-29 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	<NA>	<NA>	0	0	N	<NA>
9	10	목욕장업	11_44_01_P	3250000	3250000-202-1990-00164	19900905	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 2486681	526.00	600023	부산광역시 중구 동광동3가 9-1	부산광역시 중구 대청로134번길 10 (동광동3가)	48955	득일탕	20201204174232	U	2020-12-06 02:40:00.0	공동탕업	385446.727545	180003.559095	공동탕업	0	0	0	0	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
1784	1785	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>
1785	1786	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>
1786	1787	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>
1787	1788	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>
1788	1789	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>
1789	1790	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>
1790	1791	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>
1791	1792	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>
1792	1793	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>
1793	1794	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

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

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

Close Punctuation

Open 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