gimi9 Pandas Profiling

Dataset statistics

Number of variables	51
Number of observations	1796
Missing cells	16036
Missing cells (%)	17.5%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	773.6 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	2022-02-01
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 (63.3%)	Imbalance
`위생업태명` is highly imbalanced (63.3%)	Imbalance
`사용끝지하층` is highly imbalanced (52.2%)	Imbalance
`조건부허가시작일자` is highly imbalanced (99.3%)	Imbalance
`조건부허가종료일자` is highly imbalanced (99.3%)	Imbalance
`여성종사자수` is highly imbalanced (79.6%)	Imbalance
`남성종사자수` is highly imbalanced (77.3%)	Imbalance
`다중이용업소여부` is highly imbalanced (86.5%)	Imbalance
`인허가취소일자` has 1796 (100.0%) missing values	Missing
`폐업일자` has 768 (42.8%) missing values	Missing
`휴업시작일자` has 1796 (100.0%) missing values	Missing
`휴업종료일자` has 1796 (100.0%) missing values	Missing
`재개업일자` has 1796 (100.0%) missing values	Missing
`소재지전화` has 106 (5.9%) missing values	Missing
`도로명전체주소` has 603 (33.6%) missing values	Missing
`도로명우편번호` has 656 (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 411 (22.9%) missing values	Missing
`건물지하층수` has 643 (35.8%) missing values	Missing
`사용시작지상층` has 597 (33.2%) missing values	Missing
`사용끝지상층` has 687 (38.3%) missing values	Missing
`욕실수` has 580 (32.3%) missing values	Missing
`조건부허가신고사유` has 1795 (99.9%) missing values	Missing
`Unnamed: 50` has 1796 (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 359 (20.0%) zeros	Zeros
`건물지하층수` has 554 (30.8%) zeros	Zeros
`사용시작지상층` has 368 (20.5%) zeros	Zeros
`사용끝지상층` has 250 (13.9%) zeros	Zeros
`욕실수` has 633 (35.2%) zeros	Zeros

Reproduction

Analysis started	2024-04-17 21:41:13.681450
Analysis finished	2024-04-17 21:41:14.713567
Duration	1.03 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	1796
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	898.5

Minimum	1
Maximum	1796
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.9 KiB

Quantile statistics

Minimum	1
5-th percentile	90.75
Q1	449.75
median	898.5
Q3	1347.25
95-th percentile	1706.25
Maximum	1796
Range	1795
Interquartile range (IQR)	897.5

Descriptive statistics

Standard deviation	518.60486
Coefficient of variation (CV)	0.5771896
Kurtosis	-1.2
Mean	898.5
Median Absolute Deviation (MAD)	449
Skewness	0
Sum	1613706
Variance	268951
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	0.1%
1125	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%
1200	1	0.1%
Other values (1786)	1786	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 (%)
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%
1789	1	0.1%
1788	1	0.1%
1787	1	0.1%

개방서비스명
Categorical

CONSTANT

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

목욕장업	1796

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	1796	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
목욕장업	1796	100.0%

개방서비스아이디
Categorical

CONSTANT

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

11_44_01_P	1796

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	1796	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
11_44_01_p	1796	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	16
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3323095.8

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	40041.674
Coefficient of variation (CV)	0.01204951
Kurtosis	-0.91688643
Mean	3323095.8
Median Absolute Deviation (MAD)	30000
Skewness	0.12457499
Sum	5.96828 × 10⁹
Variance	1.6033357 × 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	147	8.2%
3370000	130	7.2%
3320000	125	7.0%
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	147	8.2%
3320000	125	7.0%
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	125	7.0%
3310000	147	8.2%

관리번호
Text

UNIQUE

Distinct	1796
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	39512
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	1796 ?
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%
3300000-202-1990-01512	1	0.1%
3310000-202-2005-00001	1	0.1%
3310000-202-1996-00631	1	0.1%
3310000-202-1987-01102	1	0.1%
3310000-202-1986-00968	1	0.1%
3310000-202-1971-00158	1	0.1%
3310000-202-1978-00688	1	0.1%
3310000-202-1976-01097	1	0.1%
3310000-202-1998-00049	1	0.1%
Other values (1786)	1786	99.4%

Most occurring characters

Value	Count	Frequency (%)
0	15245	38.6%
2	5601	14.2%
-	5388	13.6%
3	3897	9.9%
1	2707	6.9%
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	34124	86.4%
Dash Punctuation	5388	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	15245	44.7%
2	5601	16.4%
3	3897	11.4%
1	2707	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 (%)
-	5388	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	39512	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	15245	38.6%
2	5601	14.2%
-	5388	13.6%
3	3897	9.9%
1	2707	6.9%
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	39512	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	15245	38.6%
2	5601	14.2%
-	5388	13.6%
3	3897	9.9%
1	2707	6.9%
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	1528
Distinct (%)	85.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19909617

Minimum	19540131
Maximum	20211115
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	19901020
Q3	20010418
95-th percentile	20103448
Maximum	20211115
Range	670984
Interquartile range (IQR)	180114

Descriptive statistics

Standard deviation	123812.5
Coefficient of variation (CV)	0.0062187283
Kurtosis	-0.36535539
Mean	19909617
Median Absolute Deviation (MAD)	80906
Skewness	-0.040755986
Sum	3.5757672 × 10¹⁰
Variance	1.5329535 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19630110	15	0.8%
20001130	9	0.5%
19830304	5	0.3%
20000420	5	0.3%
19820928	5	0.3%
20030115	5	0.3%
19880314	4	0.2%
19880923	4	0.2%
19861217	4	0.2%
19840908	4	0.2%
Other values (1518)	1736	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 (%)
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%
20200924	1	0.1%
20200921	1	0.1%
20200908	1	0.1%

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1796
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	1028
1	768

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	1028	57.2%
1	768	42.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	1028	57.2%
1	768	42.8%

영업상태명
Categorical

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

폐업	1028
영업/정상	768

Length

Max length	5
Median length	2
Mean length	3.2828508
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	1028	57.2%
영업/정상	768	42.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	1028	57.2%
영업/정상	768	42.8%

상세영업상태코드
Categorical

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

2	1028
1	768

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	1028	57.2%
1	768	42.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	1028	57.2%
1	768	42.8%

상세영업상태명
Categorical

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

폐업	1028
영업	768

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	1028	57.2%
영업	768	42.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	1028	57.2%
영업	768	42.8%

폐업일자
Real number (ℝ)

MISSING

Distinct	863
Distinct (%)	83.9%
Missing	768
Missing (%)	42.8%
Infinite	0
Infinite (%)	0.0%
Mean	20102282

Minimum	19901019
Maximum	20211231
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.9 KiB

Quantile statistics

Minimum	19901019
5-th percentile	20000255
Q1	20051092
median	20101119
Q3	20150720
95-th percentile	20201224
Maximum	20211231
Range	310212
Interquartile range (IQR)	99628.75

Descriptive statistics

Standard deviation	63151.71
Coefficient of variation (CV)	0.0031415195
Kurtosis	-0.61435054
Mean	20102282
Median Absolute Deviation (MAD)	49850
Skewness	-0.15951805
Sum	2.0665146 × 10¹⁰
Variance	3.9881385 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20050121	12	0.7%
20051017	7	0.4%
20001130	7	0.4%
20170310	5	0.3%
20030401	5	0.3%
20120621	4	0.2%
20141030	4	0.2%
20190226	4	0.2%
20030122	4	0.2%
19981231	3	0.2%
Other values (853)	973	54.2%
(Missing)	768	42.8%

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 (%)
20211231	2	0.1%
20211221	1	0.1%
20211217	1	0.1%
20211202	1	0.1%
20211201	1	0.1%
20211129	1	0.1%
20211124	1	0.1%
20211115	1	0.1%
20211111	1	0.1%
20211103	1	0.1%

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1796
Missing (%)	100.0%
Memory size	15.9 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1796
Missing (%)	100.0%
Memory size	15.9 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1796
Missing (%)	100.0%
Memory size	15.9 KiB

소재지전화
Text

MISSING

Distinct	1608
Distinct (%)	95.1%
Missing	106
Missing (%)	5.9%
Memory size	14.2 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	45.5%
808	8	0.2%
893	7	0.2%
070	5	0.1%
261	5	0.1%
891	5	0.1%
816	5	0.1%
897	5	0.1%
802	5	0.1%
727	4	0.1%
Other values (1765)	1907	53.1%

Most occurring characters

Value	Count	Frequency (%)
5	3044	16.5%
0	2836	15.4%
1	2762	15.0%
	1911	10.4%
2	1442	7.8%
3	1299	7.0%
6	1229	6.7%
4	1108	6.0%
7	1070	5.8%
8	1033	5.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	16526	89.6%
Space Separator	1911	10.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	3044	18.4%
0	2836	17.2%
1	2762	16.7%
2	1442	8.7%
3	1299	7.9%
6	1229	7.4%
4	1108	6.7%
7	1070	6.5%
8	1033	6.3%
9	703	4.3%

Space Separator

Value	Count	Frequency (%)
	1911	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	18437	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	3044	16.5%
0	2836	15.4%
1	2762	15.0%
	1911	10.4%
2	1442	7.8%
3	1299	7.0%
6	1229	6.7%
4	1108	6.0%
7	1070	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	3044	16.5%
0	2836	15.4%
1	2762	15.0%
	1911	10.4%
2	1442	7.8%
3	1299	7.0%
6	1229	6.7%
4	1108	6.0%
7	1070	5.8%
8	1033	5.6%

소재지면적
Text

Distinct	1577
Distinct (%)	88.2%
Missing	9
Missing (%)	0.5%
Memory size	14.2 KiB

Length

Max length	8
Median length	6
Mean length	5.970901
Min length	3

Characters and Unicode

Total characters	10670
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	1493 ?
Unique (%)	83.5%

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%
348.00	3	0.2%
252.17	3	0.2%
93.73	3	0.2%
798.24	3	0.2%
506.24	3	0.2%
427.44	3	0.2%
478.00	3	0.2%
426.00	3	0.2%
Other values (1567)	1642	91.9%

Most occurring characters

Value	Count	Frequency (%)
.	1787	16.7%
0	1421	13.3%
2	1050	9.8%
3	995	9.3%
4	926	8.7%
1	897	8.4%
8	699	6.6%
6	697	6.5%
5	691	6.5%
7	679	6.4%
Other values (2)	828	7.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	8725	81.8%
Other Punctuation	1945	18.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1421	16.3%
2	1050	12.0%
3	995	11.4%
4	926	10.6%
1	897	10.3%
8	699	8.0%
6	697	8.0%
5	691	7.9%
7	679	7.8%
9	670	7.7%

Other Punctuation

Value	Count	Frequency (%)
.	1787	91.9%
,	158	8.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	10670	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	1787	16.7%
0	1421	13.3%
2	1050	9.8%
3	995	9.3%
4	926	8.7%
1	897	8.4%
8	699	6.6%
6	697	6.5%
5	691	6.5%
7	679	6.4%
Other values (2)	828	7.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10670	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	1787	16.7%
0	1421	13.3%
2	1050	9.8%
3	995	9.3%
4	926	8.7%
1	897	8.4%
8	699	6.6%
6	697	6.5%
5	691	6.5%
7	679	6.4%
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	610447.76

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	606807.5
median	611803
Q3	614822
95-th percentile	617834
Maximum	619953
Range	19942
Interquartile range (IQR)	8014.5

Descriptive statistics

Standard deviation	5186.0008
Coefficient of variation (CV)	0.0084954047
Kurtosis	-0.92708088
Mean	610447.76
Median Absolute Deviation (MAD)	3962
Skewness	-0.22055535
Sum	1.0933119 × 10⁹
Variance	26894604
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%
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)	1685	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	1733
Distinct (%)	96.5%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

Length

Max length	54
Median length	44
Mean length	23.302339
Min length	16

Characters and Unicode

Total characters	41851
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	1678 ?
Unique (%)	93.4%

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	1796	22.4%
t통b반	334	4.2%
부산진구	222	2.8%
사하구	173	2.2%
해운대구	159	2.0%
동래구	147	1.8%
남구	147	1.8%
연제구	130	1.6%
북구	125	1.6%
금정구	113	1.4%
Other values (2172)	4668	58.2%

Most occurring characters

Value	Count	Frequency (%)
	6219	14.9%
산	2147	5.1%
부	2138	5.1%
동	2078	5.0%
1	1890	4.5%
광	1866	4.5%
구	1817	4.3%
시	1808	4.3%
역	1800	4.3%
-	1672	4.0%
Other values (266)	18416	44.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	24305	58.1%
Decimal Number	8728	20.9%
Space Separator	6219	14.9%
Dash Punctuation	1672	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	2147	8.8%
부	2138	8.8%
동	2078	8.5%
광	1866	7.7%
구	1817	7.5%
시	1808	7.4%
역	1800	7.4%
지	1384	5.7%
번	1316	5.4%
반	385	1.6%
Other values (240)	7566	31.1%

Decimal Number

Value	Count	Frequency (%)
1	1890	21.7%
2	1125	12.9%
3	984	11.3%
4	879	10.1%
5	777	8.9%
6	675	7.7%
7	644	7.4%
8	608	7.0%
0	607	7.0%
9	539	6.2%

Uppercase Letter

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

Other Punctuation

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

Space Separator

Value	Count	Frequency (%)
	6219	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1672	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	24305	58.1%
Common	16862	40.3%
Latin	684	1.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
산	2147	8.8%
부	2138	8.8%
동	2078	8.5%
광	1866	7.7%
구	1817	7.5%
시	1808	7.4%
역	1800	7.4%
지	1384	5.7%
번	1316	5.4%
반	385	1.6%
Other values (240)	7566	31.1%

Common

Value	Count	Frequency (%)
	6219	36.9%
1	1890	11.2%
-	1672	9.9%
2	1125	6.7%
3	984	5.8%
4	879	5.2%
5	777	4.6%
6	675	4.0%
7	644	3.8%
8	608	3.6%
Other values (8)	1389	8.2%

Latin

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

Most occurring blocks

Value	Count	Frequency (%)
Hangul	24305	58.1%
ASCII	17545	41.9%
Number Forms	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	6219	35.4%
1	1890	10.8%
-	1672	9.5%
2	1125	6.4%
3	984	5.6%
4	879	5.0%
5	777	4.4%
6	675	3.8%
7	644	3.7%
8	608	3.5%
Other values (15)	2072	11.8%

Hangul

Value	Count	Frequency (%)
산	2147	8.8%
부	2138	8.8%
동	2078	8.5%
광	1866	7.7%
구	1817	7.5%
시	1808	7.4%
역	1800	7.4%
지	1384	5.7%
번	1316	5.4%
반	385	1.6%
Other values (240)	7566	31.1%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

도로명전체주소
Text

MISSING

Distinct	1180
Distinct (%)	98.9%
Missing	603
Missing (%)	33.6%
Memory size	14.2 KiB

Length

Max length	59
Median length	50
Mean length	27.539816
Min length	20

Characters and Unicode

Total characters	32855
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	1167 ?
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	1193	19.1%
부산진구	154	2.5%
남구	103	1.6%
해운대구	103	1.6%
사하구	102	1.6%
동래구	96	1.5%
연제구	84	1.3%
북구	77	1.2%
금정구	75	1.2%
사상구	71	1.1%
Other values (1723)	4198	67.1%

Most occurring characters

Value	Count	Frequency (%)
	5064	15.4%
동	1513	4.6%
산	1447	4.4%
부	1446	4.4%
광	1260	3.8%
시	1249	3.8%
구	1222	3.7%
역	1198	3.6%
(	1179	3.6%
)	1179	3.6%
Other values (326)	16098	49.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	19784	60.2%
Decimal Number	5071	15.4%
Space Separator	5064	15.4%
Open Punctuation	1180	3.6%
Close Punctuation	1180	3.6%
Other Punctuation	349	1.1%
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	1513	7.6%
산	1447	7.3%
부	1446	7.3%
광	1260	6.4%
시	1249	6.3%
구	1222	6.2%
역	1198	6.1%
로	1137	5.7%
길	710	3.6%
번	669	3.4%
Other values (298)	7933	40.1%

Decimal Number

Value	Count	Frequency (%)
1	1148	22.6%
2	720	14.2%
3	628	12.4%
5	445	8.8%
4	434	8.6%
6	389	7.7%
0	380	7.5%
7	352	6.9%
9	290	5.7%
8	285	5.6%

Uppercase Letter

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

Other Punctuation

Value	Count	Frequency (%)
,	344	98.6%
.	3	0.9%
@	1	0.3%
*	1	0.3%

Open Punctuation

Value	Count	Frequency (%)
(	1179	99.9%
[	1	0.1%

Close Punctuation

Value	Count	Frequency (%)
)	1179	99.9%
]	1	0.1%

Math Symbol

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

Space Separator

Value	Count	Frequency (%)
	5064	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	19784	60.2%
Common	13056	39.7%
Latin	15	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	1513	7.6%
산	1447	7.3%
부	1446	7.3%
광	1260	6.4%
시	1249	6.3%
구	1222	6.2%
역	1198	6.1%
로	1137	5.7%
길	710	3.6%
번	669	3.4%
Other values (298)	7933	40.1%

Common

Value	Count	Frequency (%)
	5064	38.8%
(	1179	9.0%
)	1179	9.0%
1	1148	8.8%
2	720	5.5%
3	628	4.8%
5	445	3.4%
4	434	3.3%
6	389	3.0%
0	380	2.9%
Other values (12)	1490	11.4%

Latin

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

Most occurring blocks

Value	Count	Frequency (%)
Hangul	19784	60.2%
ASCII	13069	39.8%
Number Forms	1	< 0.1%
None	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	5064	38.7%
(	1179	9.0%
)	1179	9.0%
1	1148	8.8%
2	720	5.5%
3	628	4.8%
5	445	3.4%
4	434	3.3%
6	389	3.0%
0	380	2.9%
Other values (16)	1503	11.5%

Hangul

Value	Count	Frequency (%)
동	1513	7.6%
산	1447	7.3%
부	1446	7.3%
광	1260	6.4%
시	1249	6.3%
구	1222	6.2%
역	1198	6.1%
로	1137	5.7%
길	710	3.6%
번	669	3.4%
Other values (298)	7933	40.1%

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	656
Missing (%)	36.5%
Infinite	0
Infinite (%)	0.0%
Mean	47878.232

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	46248.9
Q1	47141.5
median	47875
Q3	48718.25
95-th percentile	49394.1
Maximum	49523
Range	3521
Interquartile range (IQR)	1576.75

Descriptive statistics

Standard deviation	982.51102
Coefficient of variation (CV)	0.020521038
Kurtosis	-1.0464136
Mean	47878.232
Median Absolute Deviation (MAD)	752.5
Skewness	-0.077594292
Sum	54581185
Variance	965327.9
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%
47142	4	0.2%
48095	4	0.2%
48053	4	0.2%
46308	4	0.2%
48052	4	0.2%
47712	4	0.2%
Other values (866)	1089	60.6%
(Missing)	656	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 (%)	62.8%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

Length

Max length	25
Median length	3
Mean length	4.123608
Min length	2

Characters and Unicode

Total characters	7406
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 (%)	49.5%

Sample

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

Value	Count	Frequency (%)
사우나	25	1.3%
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%
약수탕	13	0.7%
제일탕	13	0.7%
Other values (1183)	1781	91.3%

Most occurring characters

Value	Count	Frequency (%)
탕	1356	18.3%
수	299	4.0%
천	220	3.0%
우	180	2.4%
대	179	2.4%
사	167	2.3%
나	158	2.1%
	155	2.1%
동	121	1.6%
성	117	1.6%
Other values (370)	4454	60.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	7134	96.3%
Space Separator	155	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	1356	19.0%
수	299	4.2%
천	220	3.1%
우	180	2.5%
대	179	2.5%
사	167	2.3%
나	158	2.2%
동	121	1.7%
성	117	1.6%
스	113	1.6%
Other values (348)	4224	59.2%

Uppercase Letter

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

Lowercase Letter

Value	Count	Frequency (%)
o	2	28.6%
n	2	28.6%
r	1	14.3%
u	1	14.3%
d	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 (%)
	155	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	7133	96.3%
Common	250	3.4%
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%
우	180	2.5%
대	179	2.5%
사	167	2.3%
나	158	2.2%
동	121	1.7%
성	117	1.6%
스	113	1.6%
Other values (347)	4223	59.2%

Latin

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

Common

Value	Count	Frequency (%)
	155	62.0%
)	37	14.8%
(	34	13.6%
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	7133	96.3%
ASCII	272	3.7%
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%
우	180	2.5%
대	179	2.5%
사	167	2.3%
나	158	2.2%
동	121	1.7%
성	117	1.6%
스	113	1.6%
Other values (347)	4223	59.2%

ASCII

Value	Count	Frequency (%)
	155	57.0%
)	37	13.6%
(	34	12.5%
2	11	4.0%
4	9	3.3%
G	4	1.5%
O	2	0.7%
W	2	0.7%
-	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	1521
Distinct (%)	84.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0130647 × 10¹³

Minimum	1.999021 × 10¹³
Maximum	2.0211231 × 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	2.0150367 × 10¹³
Q3	2.0200827 × 10¹³
95-th percentile	2.0211022 × 10¹³
Maximum	2.0211231 × 10¹³
Range	2.2102116 × 10¹¹
Interquartile range (IQR)	1.5041239 × 10¹¹

Descriptive statistics

Standard deviation	7.2544566 × 10¹⁰
Coefficient of variation (CV)	0.0036036877
Kurtosis	-1.4045835
Mean	2.0130647 × 10¹³
Median Absolute Deviation (MAD)	5.9752516 × 10¹⁰
Skewness	-0.39721294
Sum	3.6154642 × 10¹⁶
Variance	5.262714 × 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%
20050211000000	7	0.4%
Other values (1511)	1665	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 (%)
20211231164420	1	0.1%
20211231150533	1	0.1%
20211231131402	1	0.1%
20211224133812	1	0.1%
20211224133738	1	0.1%
20211223162542	1	0.1%
20211222104103	1	0.1%
20211221135603	1	0.1%
20211220173714	1	0.1%
20211217144854	1	0.1%

데이터갱신구분
Categorical

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

I	1100
U	696

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	1100	61.2%
U	696	38.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	1100	61.2%
u	696	38.8%

데이터갱신일자
Date

Distinct	302
Distinct (%)	16.8%
Missing	0
Missing (%)	0.0%
Memory size	14.2 KiB

Minimum	2018-08-31 23:59:59
Maximum	2022-01-02 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	14.2 KiB

공동탕업	1521
목욕장업 기타	155
공동탕업+찜질시설서비스영업	76
한증막업	33
찜질시설서비스영업	11

Length

Max length	14
Median length	4
Mean length	4.7126949
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	1521	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	1521	78.0%
목욕장업	155	7.9%
기타	155	7.9%
공동탕업+찜질시설서비스영업	76	3.9%
한증막업	33	1.7%
찜질시설서비스영업	11	0.6%

좌표정보(x)
Real number (ℝ)

MISSING

Distinct	1538
Distinct (%)	90.5%
Missing	97
Missing (%)	5.4%
Infinite	0
Infinite (%)	0.0%
Mean	387816.04

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	379642.89
Q1	384088.32
median	388171.2
Q3	391128.93
95-th percentile	396843.73
Maximum	407878.31
Range	41057.525
Interquartile range (IQR)	7040.6142

Descriptive statistics

Standard deviation	5292.3612
Coefficient of variation (CV)	0.013646576
Kurtosis	0.72007876
Mean	387816.04
Median Absolute Deviation (MAD)	3544.2839
Skewness	0.2623674
Sum	6.5889946 × 10⁸
Variance	28009088
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
391834.082986499	4	0.2%
386026.75739607	4	0.2%
379381.589505082	3	0.2%
388552.359453092	3	0.2%
389322.400841052	3	0.2%
386428.823034759	3	0.2%
384030.39531508	3	0.2%
392823.81074453	3	0.2%
379618.460093644	3	0.2%
379052.480675244	3	0.2%
Other values (1528)	1667	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 (%)	90.5%
Missing	97
Missing (%)	5.4%
Infinite	0
Infinite (%)	0.0%
Mean	186634.57

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	177917.08
Q1	182328.56
median	186794.63
Q3	190630.59
95-th percentile	195586.03
Maximum	207205.17
Range	33290.452
Interquartile range (IQR)	8302.0369

Descriptive statistics

Standard deviation	5629.995
Coefficient of variation (CV)	0.030165874
Kurtosis	0.041576082
Mean	186634.57
Median Absolute Deviation (MAD)	4114.7313
Skewness	0.24652625
Sum	3.1709214 × 10⁸
Variance	31696843
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
189185.417047275	4	0.2%
181580.381775088	4	0.2%
180485.975246308	3	0.2%
184430.486759907	3	0.2%
193209.131530013	3	0.2%
189577.746954425	3	0.2%
181514.179291296	3	0.2%
187864.933254648	3	0.2%
174097.616386311	3	0.2%
181034.181864204	3	0.2%
Other values (1528)	1667	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	14.2 KiB

공동탕업	1521
목욕장업 기타	155
공동탕업+찜질시설서비스영업	76
한증막업	33
찜질시설서비스영업	11

Length

Max length	14
Median length	4
Mean length	4.7126949
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	1521	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	1521	78.0%
목욕장업	155	7.9%
기타	155	7.9%
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	411
Missing (%)	22.9%
Infinite	0
Infinite (%)	0.0%
Mean	3.7306859

Minimum	0
Maximum	42
Zeros	359
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	4.4381219
Coefficient of variation (CV)	1.1896263
Kurtosis	16.273805
Mean	3.7306859
Median Absolute Deviation (MAD)	2
Skewness	3.3066134
Sum	5167
Variance	19.696926
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
0	359	20.0%
3	298	16.6%
4	206	11.5%
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	22.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	359	20.0%
1	25	1.4%
2	133	7.4%
3	298	16.6%
4	206	11.5%
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	643
Missing (%)	35.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.75715525

Minimum	0
Maximum	7
Zeros	554
Zeros (%)	30.8%
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	1.0416681
Coefficient of variation (CV)	1.3757656
Kurtosis	7.9895442
Mean	0.75715525
Median Absolute Deviation (MAD)	1
Skewness	2.422765
Sum	873
Variance	1.0850725
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	554	30.8%
1	457	25.4%
2	78	4.3%
3	28	1.6%
4	16	0.9%
6	10	0.6%
5	9	0.5%
7	1	0.1%
(Missing)	643	35.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	554	30.8%
1	457	25.4%
2	78	4.3%
3	28	1.6%
4	16	0.9%
5	9	0.5%
6	10	0.6%
7	1	0.1%

Value	Count	Frequency (%)
7	1	0.1%
6	10	0.6%
5	9	0.5%
4	16	0.9%
3	28	1.6%
2	78	4.3%
1	457	25.4%
0	554	30.8%

사용시작지상층
Real number (ℝ)

MISSING ZEROS

Distinct	10
Distinct (%)	0.8%
Missing	597
Missing (%)	33.2%
Infinite	0
Infinite (%)	0.0%
Mean	1.3511259

Minimum	0
Maximum	10
Zeros	368
Zeros (%)	20.5%
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	1.4003267
Coefficient of variation (CV)	1.0364146
Kurtosis	5.693759
Mean	1.3511259
Median Absolute Deviation (MAD)	1
Skewness	1.8216488
Sum	1620
Variance	1.9609148
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1	371	20.7%
0	368	20.5%
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)	597	33.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	368	20.5%
1	371	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	371	20.7%
0	368	20.5%

사용끝지상층
Real number (ℝ)

MISSING ZEROS

Distinct	12
Distinct (%)	1.1%
Missing	687
Missing (%)	38.3%
Infinite	0
Infinite (%)	0.0%
Mean	2.1424707

Minimum	0
Maximum	11
Zeros	250
Zeros (%)	13.9%
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	1.7345214
Coefficient of variation (CV)	0.80958935
Kurtosis	2.4860121
Mean	2.1424707
Median Absolute Deviation (MAD)	1
Skewness	1.1012612
Sum	2376
Variance	3.0085646
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
2	381	21.2%
0	250	13.9%
3	210	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)	687	38.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	250	13.9%
1	93	5.2%
2	381	21.2%
3	210	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	210	11.7%
2	381	21.2%

사용시작지하층
Categorical

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

<NA>	895
0	809
1	80
2	9
3	3

Length

Max length	4
Median length	1
Mean length	2.4949889
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>	895	49.8%
0	809	45.0%
1	80	4.5%
2	9	0.5%
3	3	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	895	49.8%
0	809	45.0%
1	80	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>	1102
0	601
1	68
2	21
3	3

Length

Max length	4
Median length	4
Mean length	2.8407572
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>	1102	61.4%
0	601	33.5%
1	68	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	1102	61.4%
0	601	33.5%
1	68	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	907
<NA>	889

Length

Max length	4
Median length	1
Mean length	2.4849666
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	907	50.5%
<NA>	889	49.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	907	50.5%
na	889	49.5%

양실수
Categorical

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

0	907
<NA>	889

Length

Max length	4
Median length	1
Mean length	2.4849666
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	907	50.5%
<NA>	889	49.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	907	50.5%
na	889	49.5%

욕실수
Real number (ℝ)

MISSING ZEROS

Distinct	17
Distinct (%)	1.4%
Missing	580
Missing (%)	32.3%
Infinite	0
Infinite (%)	0.0%
Mean	1.3108553

Minimum	0
Maximum	26
Zeros	633
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	4.25
Maximum	26
Range	26
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.1438968
Coefficient of variation (CV)	1.6354947
Kurtosis	31.858625
Mean	1.3108553
Median Absolute Deviation (MAD)	0
Skewness	4.3650991
Sum	1594
Variance	4.5962936
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
0	633	35.2%
2	474	26.4%
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)	580	32.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	633	35.2%
1	18	1.0%
2	474	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	1342
True	452
(Missing)	2

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	1342	74.7%
True	452	25.2%
(Missing)	2	0.1%

의자수
Categorical

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

0	906
<NA>	889
2	1

Length

Max length	4
Median length	1
Mean length	2.4849666
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	906	50.4%
<NA>	889	49.5%
2	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	906	50.4%
na	889	49.5%
2	1	0.1%

조건부허가신고사유
Text

CONSTANT MISSING

Distinct	1
Distinct (%)	100.0%
Missing	1795
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>	1795
20190501	1

Length

Max length	8
Median length	4
Mean length	4.0022272
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>	1795	99.9%
20190501	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1795	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>	1795
20210421	1

Length

Max length	8
Median length	4
Mean length	4.0022272
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>	1795	99.9%
20210421	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1795	99.9%
20210421	1	0.1%

건물소유구분명
Categorical

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

<NA>	1396
자가	273
임대	127

Length

Max length	4
Median length	4
Mean length	3.5545657
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>	1396	77.7%
자가	273	15.2%
임대	127	7.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1396	77.7%
자가	273	15.2%
임대	127	7.1%

세탁기수
Categorical

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

<NA>	1099
0	697

Length

Max length	4
Median length	4
Mean length	2.8357461
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>	1099	61.2%
0	697	38.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1099	61.2%
0	697	38.8%

여성종사자수
Categorical

IMBALANCE

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

<NA>	1596
0	195
2	2
1	1
3	1

Length

Max length	4
Median length	4
Mean length	3.6659243
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>	1596	88.9%
0	195	10.9%
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	1596	88.9%
0	195	10.9%
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>	1596
0	195
1	3
4	1
5	1

Length

Max length	4
Median length	4
Mean length	3.6659243
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>	1596	88.9%
0	195	10.9%
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	1596	88.9%
0	195	10.9%
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>	1124
0	672

Length

Max length	4
Median length	4
Mean length	2.8775056
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>	1124	62.6%
0	672	37.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1124	62.6%
0	672	37.4%

침대수
Categorical

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

<NA>	1125
0	671

Length

Max length	4
Median length	4
Mean length	2.8791759
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>	1125	62.6%
0	671	37.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1125	62.6%
0	671	37.4%

다중이용업소여부
Boolean

IMBALANCE

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

False	1762
True	34

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	1762	98.1%
True	34	1.9%

Unnamed: 50
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1796
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	3250000-202-2005-00001	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	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
1786	1787	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>
1787	1788	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>
1788	1789	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>
1789	1790	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>
1790	1791	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>
1791	1792	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>
1792	1793	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>
1793	1794	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>
1794	1795	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>
1795	1796	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