gimi9 Pandas Profiling

Dataset statistics

Number of variables	51
Number of observations	1799
Missing cells	16048
Missing cells (%)	17.5%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	774.9 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	2022-07-01
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 (52.0%)	Imbalance
`조건부허가시작일자` is highly imbalanced (99.3%)	Imbalance
`조건부허가종료일자` is highly imbalanced (99.3%)	Imbalance
`여성종사자수` is highly imbalanced (78.0%)	Imbalance
`남성종사자수` is highly imbalanced (75.6%)	Imbalance
`다중이용업소여부` is highly imbalanced (85.2%)	Imbalance
`인허가취소일자` has 1799 (100.0%) missing values	Missing
`폐업일자` has 761 (42.3%) missing values	Missing
`휴업시작일자` has 1799 (100.0%) missing values	Missing
`휴업종료일자` has 1799 (100.0%) missing values	Missing
`재개업일자` has 1799 (100.0%) missing values	Missing
`소재지전화` has 107 (5.9%) 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 595 (33.1%) missing values	Missing
`사용끝지상층` has 686 (38.1%) missing values	Missing
`욕실수` has 579 (32.2%) missing values	Missing
`조건부허가신고사유` has 1798 (99.9%) missing values	Missing
`Unnamed: 50` has 1799 (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 360 (20.0%) zeros	Zeros
`건물지하층수` has 557 (31.0%) zeros	Zeros
`사용시작지상층` has 371 (20.6%) zeros	Zeros
`사용끝지상층` has 253 (14.1%) zeros	Zeros
`욕실수` has 635 (35.3%) zeros	Zeros

Reproduction

Analysis started	2024-04-17 21:42:35.366230
Analysis finished	2024-04-17 21:42:36.361619
Duration	1 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	1799
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	900

Minimum	1
Maximum	1799
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.9 KiB

Quantile statistics

Minimum	1
5-th percentile	90.9
Q1	450.5
median	900
Q3	1349.5
95-th percentile	1709.1
Maximum	1799
Range	1798
Interquartile range (IQR)	899

Descriptive statistics

Standard deviation	519.47088
Coefficient of variation (CV)	0.57718987
Kurtosis	-1.2
Mean	900
Median Absolute Deviation (MAD)	450
Skewness	0
Sum	1619100
Variance	269850
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	0.1%
1238	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%
1201	1	0.1%
Other values (1789)	1789	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 (%)
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%
1790	1	0.1%

개방서비스명
Categorical

CONSTANT

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

목욕장업	1799

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	1799	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
목욕장업	1799	100.0%

개방서비스아이디
Categorical

CONSTANT

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

11_44_01_P	1799

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	1799	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
11_44_01_p	1799	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	16
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3323107.3

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	40088.405
Coefficient of variation (CV)	0.01206353
Kurtosis	-0.91647657
Mean	3323107.3
Median Absolute Deviation (MAD)	30000
Skewness	0.12366722
Sum	5.97827 × 10⁹
Variance	1.6070803 × 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)	376	20.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	63	3.5%
3260000	73	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	1799
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	39578
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	1799 ?
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%
3330000-202-1986-00218	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%
3310000-202-2005-00001	1	0.1%
3310000-202-1996-00631	1	0.1%
Other values (1789)	1789	99.4%

Most occurring characters

Value	Count	Frequency (%)
0	15276	38.6%
2	5617	14.2%
-	5397	13.6%
3	3901	9.9%
1	2710	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	34181	86.4%
Dash Punctuation	5397	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	15276	44.7%
2	5617	16.4%
3	3901	11.4%
1	2710	7.9%
9	2498	7.3%
8	1135	3.3%
4	936	2.7%
7	832	2.4%
5	684	2.0%
6	592	1.7%

Dash Punctuation

Value	Count	Frequency (%)
-	5397	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	39578	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	15276	38.6%
2	5617	14.2%
-	5397	13.6%
3	3901	9.9%
1	2710	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	39578	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	15276	38.6%
2	5617	14.2%
-	5397	13.6%
3	3901	9.9%
1	2710	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	1531
Distinct (%)	85.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19910135

Minimum	19540131
Maximum	20220502
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.9 KiB

Quantile statistics

Minimum	19540131
5-th percentile	19700421
Q1	19830304
median	19901023
Q3	20010426
95-th percentile	20110161
Maximum	20220502
Range	680371
Interquartile range (IQR)	180122

Descriptive statistics

Standard deviation	124357.36
Coefficient of variation (CV)	0.0062459325
Kurtosis	-0.35008015
Mean	19910135
Median Absolute Deviation (MAD)	80918
Skewness	-0.026618702
Sum	3.5818333 × 10¹⁰
Variance	1.5464753 × 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%
19830304	5	0.3%
20000420	5	0.3%
20030115	5	0.3%
19880314	4	0.2%
19880923	4	0.2%
19840908	4	0.2%
19630610	4	0.2%
Other values (1521)	1739	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 (%)
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%
20201013	1	0.1%

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1799
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	1038
1	761

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	1038	57.7%
1	761	42.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	1038	57.7%
1	761	42.3%

영업상태명
Categorical

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

폐업	1038
영업/정상	761

Length

Max length	5
Median length	2
Mean length	3.2690384
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	1038	57.7%
영업/정상	761	42.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	1038	57.7%
영업/정상	761	42.3%

상세영업상태코드
Categorical

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

2	1038
1	761

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	1038	57.7%
1	761	42.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	1038	57.7%
1	761	42.3%

상세영업상태명
Categorical

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

폐업	1038
영업	761

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	1038	57.7%
영업	761	42.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	1038	57.7%
영업	761	42.3%

폐업일자
Real number (ℝ)

MISSING

Distinct	873
Distinct (%)	84.1%
Missing	761
Missing (%)	42.3%
Infinite	0
Infinite (%)	0.0%
Mean	20103420

Minimum	19901019
Maximum	20220530
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.9 KiB

Quantile statistics

Minimum	19901019
5-th percentile	20000295
Q1	20051128
median	20101218
Q3	20150930
95-th percentile	20210322
Maximum	20220530
Range	319511
Interquartile range (IQR)	99801.5

Descriptive statistics

Standard deviation	63898.27
Coefficient of variation (CV)	0.0031784775
Kurtosis	-0.62456346
Mean	20103420
Median Absolute Deviation (MAD)	49895.5
Skewness	-0.14497782
Sum	2.086735 × 10¹⁰
Variance	4.0829889 × 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%
20120621	4	0.2%
20190226	4	0.2%
20141030	4	0.2%
20030122	4	0.2%
20210322	3	0.2%
Other values (863)	983	54.6%
(Missing)	761	42.3%

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 (%)
20220530	1	0.1%
20220525	1	0.1%
20220520	1	0.1%
20220503	1	0.1%
20220429	1	0.1%
20220426	1	0.1%
20220406	1	0.1%
20220317	1	0.1%
20220316	1	0.1%
20220314	1	0.1%

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1799
Missing (%)	100.0%
Memory size	15.9 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1799
Missing (%)	100.0%
Memory size	15.9 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1799
Missing (%)	100.0%
Memory size	15.9 KiB

소재지전화
Text

MISSING

Distinct	1610
Distinct (%)	95.2%
Missing	107
Missing (%)	5.9%
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%
802	5	0.1%
891	5	0.1%
897	5	0.1%
816	5	0.1%
070	5	0.1%
261	5	0.1%
646	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	1580
Distinct (%)	88.3%
Missing	9
Missing (%)	0.5%
Memory size	14.2 KiB

Length

Max length	8
Median length	6
Mean length	5.972067
Min length	3

Characters and Unicode

Total characters	10690
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	1496 ?
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%
798.24	3	0.2%
252.17	3	0.2%
506.24	3	0.2%
478.00	3	0.2%
93.73	3	0.2%
348.00	3	0.2%
Other values (1570)	1645	91.9%

Most occurring characters

Value	Count	Frequency (%)
.	1790	16.7%
0	1424	13.3%
2	1048	9.8%
3	998	9.3%
4	929	8.7%
1	902	8.4%
6	701	6.6%
8	699	6.5%
5	692	6.5%
7	680	6.4%
Other values (2)	827	7.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	8741	81.8%
Other Punctuation	1949	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%
6	701	8.0%
8	699	8.0%
5	692	7.9%
7	680	7.8%
9	668	7.6%

Other Punctuation

Value	Count	Frequency (%)
.	1790	91.8%
,	159	8.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	10690	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	1790	16.7%
0	1424	13.3%
2	1048	9.8%
3	998	9.3%
4	929	8.7%
1	902	8.4%
6	701	6.6%
8	699	6.5%
5	692	6.5%
7	680	6.4%
Other values (2)	827	7.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10690	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	1790	16.7%
0	1424	13.3%
2	1048	9.8%
3	998	9.3%
4	929	8.7%
1	902	8.4%
6	701	6.6%
8	699	6.5%
5	692	6.5%
7	680	6.4%
Other values (2)	827	7.7%

소재지우편번호
Real number (ℝ)

Distinct	631
Distinct (%)	35.2%
Missing	6
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	610439.21

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	601810.6
Q1	606806
median	611803
Q3	614822
95-th percentile	617833.4
Maximum	619953
Range	19942
Interquartile range (IQR)	8016

Descriptive statistics

Standard deviation	5189.7582
Coefficient of variation (CV)	0.0085016791
Kurtosis	-0.92949339
Mean	610439.21
Median Absolute Deviation (MAD)	3963
Skewness	-0.21922434
Sum	1.0945175 × 10⁹
Variance	26933590
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%
613805	9	0.5%
613832	9	0.5%
607833	9	0.5%
607826	9	0.5%
Other values (621)	1687	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	1739
Distinct (%)	96.7%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

Length

Max length	54
Median length	44
Mean length	23.27015
Min length	16

Characters and Unicode

Total characters	41863
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	1686 ?
Unique (%)	93.7%

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	1799	22.4%
t통b반	334	4.2%
부산진구	222	2.8%
사하구	174	2.2%
해운대구	159	2.0%
남구	147	1.8%
동래구	147	1.8%
연제구	130	1.6%
북구	125	1.6%
금정구	113	1.4%
Other values (2183)	4680	58.3%

Most occurring characters

Value	Count	Frequency (%)
	6232	14.9%
산	2150	5.1%
부	2141	5.1%
동	2081	5.0%
1	1893	4.5%
광	1870	4.5%
구	1820	4.3%
시	1811	4.3%
역	1803	4.3%
-	1673	4.0%
Other values (268)	18389	43.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	24292	58.0%
Decimal Number	8739	20.9%
Space Separator	6232	14.9%
Dash Punctuation	1673	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	2150	8.9%
부	2141	8.8%
동	2081	8.6%
광	1870	7.7%
구	1820	7.5%
시	1811	7.5%
역	1803	7.4%
지	1353	5.6%
번	1284	5.3%
반	385	1.6%
Other values (242)	7594	31.3%

Decimal Number

Value	Count	Frequency (%)
1	1893	21.7%
2	1128	12.9%
3	985	11.3%
4	881	10.1%
5	778	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%
A	2	0.3%
W	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 (%)
	6232	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1673	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	24292	58.0%
Common	16887	40.3%
Latin	684	1.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
산	2150	8.9%
부	2141	8.8%
동	2081	8.6%
광	1870	7.7%
구	1820	7.5%
시	1811	7.5%
역	1803	7.4%
지	1353	5.6%
번	1284	5.3%
반	385	1.6%
Other values (242)	7594	31.3%

Common

Value	Count	Frequency (%)
	6232	36.9%
1	1893	11.2%
-	1673	9.9%
2	1128	6.7%
3	985	5.8%
4	881	5.2%
5	778	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%
A	2	0.3%
W	2	0.3%
L	1	0.1%
I	1	0.1%
G	1	0.1%
Ⅱ	1	0.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	24292	58.0%
ASCII	17570	42.0%
Number Forms	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	6232	35.5%
1	1893	10.8%
-	1673	9.5%
2	1128	6.4%
3	985	5.6%
4	881	5.0%
5	778	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	2150	8.9%
부	2141	8.8%
동	2081	8.6%
광	1870	7.7%
구	1820	7.5%
시	1811	7.5%
역	1803	7.4%
지	1353	5.6%
번	1284	5.3%
반	385	1.6%
Other values (242)	7594	31.3%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

도로명전체주소
Text

MISSING

Distinct	1183
Distinct (%)	98.9%
Missing	603
Missing (%)	33.5%
Memory size	14.2 KiB

Length

Max length	59
Median length	50
Mean length	27.565217
Min length	20

Characters and Unicode

Total characters	32968
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	1170 ?
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	1196	19.1%
부산진구	154	2.5%
해운대구	103	1.6%
남구	103	1.6%
사하구	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 (1732)	4216	67.2%

Most occurring characters

Value	Count	Frequency (%)
	5083	15.4%
동	1516	4.6%
산	1450	4.4%
부	1449	4.4%
광	1264	3.8%
시	1252	3.8%
구	1225	3.7%
역	1201	3.6%
)	1181	3.6%
(	1181	3.6%
Other values (327)	16166	49.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	19850	60.2%
Decimal Number	5088	15.4%
Space Separator	5083	15.4%
Close Punctuation	1182	3.6%
Open Punctuation	1182	3.6%
Other Punctuation	353	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	1516	7.6%
산	1450	7.3%
부	1449	7.3%
광	1264	6.4%
시	1252	6.3%
구	1225	6.2%
역	1201	6.1%
로	1139	5.7%
길	711	3.6%
번	669	3.4%
Other values (299)	7974	40.2%

Decimal Number

Value	Count	Frequency (%)
1	1153	22.7%
2	720	14.2%
3	630	12.4%
5	448	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 (%)
,	348	98.6%
.	3	0.8%
@	1	0.3%
*	1	0.3%

Close Punctuation

Value	Count	Frequency (%)
)	1181	99.9%
]	1	0.1%

Open Punctuation

Value	Count	Frequency (%)
(	1181	99.9%
[	1	0.1%

Math Symbol

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

Space Separator

Value	Count	Frequency (%)
	5083	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	19850	60.2%
Common	13102	39.7%
Latin	16	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	1516	7.6%
산	1450	7.3%
부	1449	7.3%
광	1264	6.4%
시	1252	6.3%
구	1225	6.2%
역	1201	6.1%
로	1139	5.7%
길	711	3.6%
번	669	3.4%
Other values (299)	7974	40.2%

Common

Value	Count	Frequency (%)
	5083	38.8%
)	1181	9.0%
(	1181	9.0%
1	1153	8.8%
2	720	5.5%
3	630	4.8%
5	448	3.4%
4	440	3.4%
6	388	3.0%
0	381	2.9%
Other values (12)	1497	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	19850	60.2%
ASCII	13116	39.8%
Number Forms	1	< 0.1%
None	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	5083	38.8%
)	1181	9.0%
(	1181	9.0%
1	1153	8.8%
2	720	5.5%
3	630	4.8%
5	448	3.4%
4	440	3.4%
6	388	3.0%
0	381	2.9%
Other values (16)	1511	11.5%

Hangul

Value	Count	Frequency (%)
동	1516	7.6%
산	1450	7.3%
부	1449	7.3%
광	1264	6.4%
시	1252	6.3%
구	1225	6.2%
역	1201	6.1%
로	1139	5.7%
길	711	3.6%
번	669	3.4%
Other values (299)	7974	40.2%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

None

Value	Count	Frequency (%)
～	1	100.0%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	876
Distinct (%)	76.8%
Missing	658
Missing (%)	36.6%
Infinite	0
Infinite (%)	0.0%
Mean	47881.37

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	47878
Q3	48721
95-th percentile	49396
Maximum	49523
Range	3521
Interquartile range (IQR)	1579

Descriptive statistics

Standard deviation	983.35222
Coefficient of variation (CV)	0.020537262
Kurtosis	-1.0472908
Mean	47881.37
Median Absolute Deviation (MAD)	756
Skewness	-0.081380936
Sum	54632643
Variance	966981.59
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 (866)	1090	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	1130
Distinct (%)	62.8%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

Length

Max length	25
Median length	3
Mean length	4.1322957
Min length	2

Characters and Unicode

Total characters	7434
Distinct characters	382
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	890 ?
Unique (%)	49.5%

Sample

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

Value	Count	Frequency (%)
사우나	24	1.2%
청수탕	21	1.1%
현대탕	20	1.0%
옥천탕	19	1.0%
천수탕	15	0.8%
산수탕	15	0.8%
목욕탕	15	0.8%
장수탕	14	0.7%
평화탕	13	0.7%
제일탕	13	0.7%
Other values (1187)	1787	91.4%

Most occurring characters

Value	Count	Frequency (%)
탕	1357	18.3%
수	299	4.0%
천	220	3.0%
대	180	2.4%
우	180	2.4%
사	167	2.2%
나	158	2.1%
	157	2.1%
동	122	1.6%
성	117	1.6%
Other values (372)	4477	60.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	7160	96.3%
Space Separator	157	2.1%
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	1357	19.0%
수	299	4.2%
천	220	3.1%
대	180	2.5%
우	180	2.5%
사	167	2.3%
나	158	2.2%
동	122	1.7%
성	117	1.6%
스	115	1.6%
Other values (350)	4245	59.3%

Uppercase Letter

Value	Count	Frequency (%)
G	4	26.7%
W	2	13.3%
L	2	13.3%
O	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%
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 (%)
	157	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	7159	96.3%
Common	252	3.4%
Latin	22	0.3%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
탕	1357	19.0%
수	299	4.2%
천	220	3.1%
대	180	2.5%
우	180	2.5%
사	167	2.3%
나	158	2.2%
동	122	1.7%
성	117	1.6%
스	115	1.6%
Other values (349)	4244	59.3%

Latin

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

Common

Value	Count	Frequency (%)
	157	62.3%
)	37	14.7%
(	34	13.5%
2	11	4.4%
4	9	3.6%
-	2	0.8%
.	1	0.4%
,	1	0.4%

Han

Value	Count	Frequency (%)
愛	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	7159	96.3%
ASCII	274	3.7%
CJK	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
탕	1357	19.0%
수	299	4.2%
천	220	3.1%
대	180	2.5%
우	180	2.5%
사	167	2.3%
나	158	2.2%
동	122	1.7%
성	117	1.6%
스	115	1.6%
Other values (349)	4244	59.3%

ASCII

Value	Count	Frequency (%)
	157	57.3%
)	37	13.5%
(	34	12.4%
2	11	4.0%
4	9	3.3%
G	4	1.5%
W	2	0.7%
L	2	0.7%
O	2	0.7%
o	2	0.7%
Other values (12)	14	5.1%

CJK

Value	Count	Frequency (%)
愛	1	100.0%

최종수정시점
Real number (ℝ)

Distinct	1524
Distinct (%)	84.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0131722 × 10¹³

Minimum	1.999021 × 10¹³
Maximum	2.022053 × 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	2.0150605 × 10¹³
Q3	2.0200915 × 10¹³
95-th percentile	2.0211115 × 10¹³
Maximum	2.022053 × 10¹³
Range	2.303201 × 10¹¹
Interquartile range (IQR)	1.5050014 × 10¹¹

Descriptive statistics

Standard deviation	7.3434645 × 10¹⁰
Coefficient of variation (CV)	0.0036477081
Kurtosis	-1.4087183
Mean	2.0131722 × 10¹³
Median Absolute Deviation (MAD)	5.971706 × 10¹⁰
Skewness	-0.38783592
Sum	3.6216967 × 10¹⁶
Variance	5.392647 × 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%
20030303000000	12	0.7%
20050415000000	12	0.7%
20031217000000	10	0.6%
20041208000000	9	0.5%
20030722000000	8	0.4%
20040324000000	8	0.4%
19990302000000	7	0.4%
Other values (1514)	1668	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 (%)
20220530102923	1	0.1%
20220525171409	1	0.1%
20220524164454	1	0.1%
20220523150516	1	0.1%
20220520171729	1	0.1%
20220519175955	1	0.1%
20220519105421	1	0.1%
20220518165026	1	0.1%
20220517174745	1	0.1%
20220516173510	1	0.1%

데이터갱신구분
Categorical

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

I	1090
U	709

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	1090	60.6%
U	709	39.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	1090	60.6%
u	709	39.4%

데이터갱신일자
Date

Distinct	330
Distinct (%)	18.3%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

Minimum	2018-08-31 23:59:59
Maximum	2022-06-01 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	1521
목욕장업 기타	156
공동탕업+찜질시설서비스영업	78
한증막업	33
찜질시설서비스영업	11

Length

Max length	14
Median length	4
Mean length	4.7242913
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	1521	84.5%
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	1521	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	1539
Distinct (%)	90.5%
Missing	98
Missing (%)	5.4%
Infinite	0
Infinite (%)	0.0%
Mean	387810.55

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	384078.14
median	388168.71
Q3	391128.67
95-th percentile	396841.07
Maximum	407878.31
Range	41057.525
Interquartile range (IQR)	7050.5312

Descriptive statistics

Standard deviation	5292.1181
Coefficient of variation (CV)	0.013646143
Kurtosis	0.71899962
Mean	387810.55
Median Absolute Deviation (MAD)	3544.7593
Skewness	0.26395151
Sum	6.5966575 × 10⁸
Variance	28006513
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
391834.082986499	4	0.2%
386026.75739607	4	0.2%
381700.609088258	3	0.2%
389680.677796832	3	0.2%
389322.400841052	3	0.2%
383300.306176121	3	0.2%
386428.823034759	3	0.2%
391103.422349355	3	0.2%
390285.068808765	3	0.2%
383091.957810087	3	0.2%
Other values (1529)	1669	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	1539
Distinct (%)	90.5%
Missing	98
Missing (%)	5.4%
Infinite	0
Infinite (%)	0.0%
Mean	186625.94

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
Q1	182296.27
median	186780.14
Q3	190628.21
95-th percentile	195579.47
Maximum	207205.17
Range	33290.452
Interquartile range (IQR)	8331.943

Descriptive statistics

Standard deviation	5632.4568
Coefficient of variation (CV)	0.03018046
Kurtosis	0.03813625
Mean	186625.94
Median Absolute Deviation (MAD)	4129.2235
Skewness	0.24769657
Sum	3.1745073 × 10⁸
Variance	31724570
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
189185.417047275	4	0.2%
181580.381775088	4	0.2%
179353.214511638	3	0.2%
182339.017460966	3	0.2%
193209.131530013	3	0.2%
193948.527977305	3	0.2%
189577.746954425	3	0.2%
182446.170472991	3	0.2%
184019.031918217	3	0.2%
179227.873327685	3	0.2%
Other values (1529)	1669	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	1521
목욕장업 기타	156
공동탕업+찜질시설서비스영업	78
한증막업	33
찜질시설서비스영업	11

Length

Max length	14
Median length	4
Mean length	4.7242913
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	1521	84.5%
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	1521	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	3.7283862

Minimum	0
Maximum	42
Zeros	360
Zeros (%)	20.0%
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	4.4344624
Coefficient of variation (CV)	1.1893785
Kurtosis	16.302766
Mean	3.7283862
Median Absolute Deviation (MAD)	2
Skewness	3.3087549
Sum	5175
Variance	19.664457
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
0	360	20.0%
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	360	20.0%
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	0.7554019

Minimum	0
Maximum	7
Zeros	557
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	1.0406025
Coefficient of variation (CV)	1.3775482
Kurtosis	8.0134023
Mean	0.7554019
Median Absolute Deviation (MAD)	1
Skewness	2.4258651
Sum	874
Variance	1.0828536
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	557	31.0%
1	458	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)	642	35.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	557	31.0%
1	458	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	458	25.5%
0	557	31.0%

사용시작지상층
Real number (ℝ)

MISSING ZEROS

Distinct	10
Distinct (%)	0.8%
Missing	595
Missing (%)	33.1%
Infinite	0
Infinite (%)	0.0%
Mean	1.3471761

Minimum	0
Maximum	10
Zeros	371
Zeros (%)	20.6%
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	1.3991092
Coefficient of variation (CV)	1.0385496
Kurtosis	5.7104608
Mean	1.3471761
Median Absolute Deviation (MAD)	1
Skewness	1.8250123
Sum	1622
Variance	1.9575066
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1	373	20.7%
0	371	20.6%
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)	595	33.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	371	20.6%
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	371	20.6%

사용끝지상층
Real number (ℝ)

MISSING ZEROS

Distinct	12
Distinct (%)	1.1%
Missing	686
Missing (%)	38.1%
Infinite	0
Infinite (%)	0.0%
Mean	2.1374663

Minimum	0
Maximum	11
Zeros	253
Zeros (%)	14.1%
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	1.7351548
Coefficient of variation (CV)	0.81178114
Kurtosis	2.4772247
Mean	2.1374663
Median Absolute Deviation (MAD)	1
Skewness	1.0997804
Sum	2379
Variance	3.0107623
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
2	381	21.2%
0	253	14.1%
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)	686	38.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	253	14.1%
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>	893
0	813
1	81
2	9
3	3

Length

Max length	4
Median length	1
Mean length	2.4891606
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>	893	49.6%
0	813	45.2%
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	893	49.6%
0	813	45.2%
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>	1099
0	606
1	69
2	21
3	3

Length

Max length	4
Median length	4
Mean length	2.8326848
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>	1099	61.1%
0	606	33.7%
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	1099	61.1%
0	606	33.7%
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	912
<NA>	887

Length

Max length	4
Median length	1
Mean length	2.4791551
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	912	50.7%
<NA>	887	49.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	912	50.7%
na	887	49.3%

양실수
Categorical

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

0	912
<NA>	887

Length

Max length	4
Median length	1
Mean length	2.4791551
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	912	50.7%
<NA>	887	49.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	912	50.7%
na	887	49.3%

욕실수
Real number (ℝ)

MISSING ZEROS

Distinct	17
Distinct (%)	1.4%
Missing	579
Missing (%)	32.2%
Infinite	0
Infinite (%)	0.0%
Mean	1.3090164

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	4.05
Maximum	26
Range	26
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.1411437
Coefficient of variation (CV)	1.635689
Kurtosis	31.938057
Mean	1.3090164
Median Absolute Deviation (MAD)	0
Skewness	4.3697853
Sum	1597
Variance	4.5844962
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
0	635	35.3%
2	475	26.4%
6	28	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	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	456
(Missing)	2

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	1341	74.5%
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	911
<NA>	887
2	1

Length

Max length	4
Median length	1
Mean length	2.4791551
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	911	50.6%
<NA>	887	49.3%
2	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	911	50.6%
na	887	49.3%
2	1	0.1%

조건부허가신고사유
Text

CONSTANT MISSING

Distinct	1
Distinct (%)	100.0%
Missing	1798
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>	1798
20190501	1

Length

Max length	8
Median length	4
Mean length	4.0022235
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>	1798	99.9%
20190501	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1798	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>	1798
20210421	1

Length

Max length	8
Median length	4
Mean length	4.0022235
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>	1798	99.9%
20210421	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1798	99.9%
20210421	1	0.1%

건물소유구분명
Categorical

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

<NA>	1398
자가	273
임대	128

Length

Max length	4
Median length	4
Mean length	3.5541968
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>	1398	77.7%
자가	273	15.2%
임대	128	7.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1398	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>	1097
0	702

Length

Max length	4
Median length	4
Mean length	2.8293496
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>	1097	61.0%
0	702	39.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1097	61.0%
0	702	39.0%

여성종사자수
Categorical

IMBALANCE

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

<NA>	1574
0	220
2	2
1	1
3	1

Length

Max length	4
Median length	4
Mean length	3.6247916
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>	1574	87.5%
0	220	12.2%
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	1574	87.5%
0	220	12.2%
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>	1574
0	220
1	3
4	1
5	1

Length

Max length	4
Median length	4
Mean length	3.6247916
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>	1574	87.5%
0	220	12.2%
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	1574	87.5%
0	220	12.2%
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>	1121
0	678

Length

Max length	4
Median length	4
Mean length	2.8693719
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>	1121	62.3%
0	678	37.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1121	62.3%
0	678	37.7%

침대수
Categorical

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

<NA>	1122
0	677

Length

Max length	4
Median length	4
Mean length	2.8710395
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>	1122	62.4%
0	677	37.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1122	62.4%
0	677	37.6%

다중이용업소여부
Boolean

IMBALANCE

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

False	1761
True	38

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	1761	97.9%
True	38	2.1%

Unnamed: 50
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1799
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
1789	1790	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>
1790	1791	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>
1791	1792	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>
1792	1793	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>
1793	1794	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>
1794	1795	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>
1795	1796	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>
1796	1797	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>
1797	1798	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>
1798	1799	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