gimi9 Pandas Profiling

Dataset statistics

Number of variables	51
Number of observations	1810
Missing cells	16388
Missing cells (%)	17.8%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	779.6 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	2021-06-01
Author	지방행정인허가공개데이터
URL	https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901050101123185

Alerts

`개방서비스명` has constant value ""	Constant
`개방서비스id` has constant value ""	Constant
`조건부허가신고사유` has constant value ""	Constant
`업태구분명` is highly imbalanced (63.5%)	Imbalance
`위생업태명` is highly imbalanced (63.5%)	Imbalance
`사용끝지하층` is highly imbalanced (54.2%)	Imbalance
`조건부허가시작일자` is highly imbalanced (99.3%)	Imbalance
`조건부허가종료일자` is highly imbalanced (99.3%)	Imbalance
`여성종사자수` is highly imbalanced (92.5%)	Imbalance
`남성종사자수` is highly imbalanced (91.7%)	Imbalance
`다중이용업소여부` is highly imbalanced (86.9%)	Imbalance
`인허가취소일자` has 1810 (100.0%) missing values	Missing
`폐업일자` has 801 (44.3%) missing values	Missing
`휴업시작일자` has 1810 (100.0%) missing values	Missing
`휴업종료일자` has 1810 (100.0%) missing values	Missing
`재개업일자` has 1810 (100.0%) missing values	Missing
`소재지전화` has 118 (6.5%) missing values	Missing
`도로명전체주소` has 618 (34.1%) missing values	Missing
`도로명우편번호` has 669 (37.0%) missing values	Missing
`좌표정보(x)` has 103 (5.7%) missing values	Missing
`좌표정보(y)` has 103 (5.7%) missing values	Missing
`건물지상층수` has 433 (23.9%) missing values	Missing
`건물지하층수` has 672 (37.1%) missing values	Missing
`사용시작지상층` has 624 (34.5%) missing values	Missing
`사용끝지상층` has 762 (42.1%) missing values	Missing
`욕실수` has 610 (33.7%) missing values	Missing
`조건부허가신고사유` has 1809 (99.9%) missing values	Missing
`Unnamed: 50` has 1810 (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 352 (19.4%) zeros	Zeros
`건물지하층수` has 540 (29.8%) zeros	Zeros
`사용시작지상층` has 358 (19.8%) zeros	Zeros
`사용끝지상층` has 192 (10.6%) zeros	Zeros
`욕실수` has 620 (34.3%) zeros	Zeros

Reproduction

Analysis started	2024-04-17 21:45:28.346168
Analysis finished	2024-04-17 21:45:29.288382
Duration	0.94 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	1810
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	905.5

Minimum	1
Maximum	1810
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.0 KiB

Quantile statistics

Minimum	1
5-th percentile	91.45
Q1	453.25
median	905.5
Q3	1357.75
95-th percentile	1719.55
Maximum	1810
Range	1809
Interquartile range (IQR)	904.5

Descriptive statistics

Standard deviation	522.64631
Coefficient of variation (CV)	0.57719085
Kurtosis	-1.2
Mean	905.5
Median Absolute Deviation (MAD)	452.5
Skewness	0
Sum	1638955
Variance	273159.17
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	0.1%
1190	1	0.1%
1216	1	0.1%
1215	1	0.1%
1214	1	0.1%
1213	1	0.1%
1212	1	0.1%
1211	1	0.1%
1210	1	0.1%
1209	1	0.1%
Other values (1800)	1800	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 (%)
1810	1	0.1%
1809	1	0.1%
1808	1	0.1%
1807	1	0.1%
1806	1	0.1%
1805	1	0.1%
1804	1	0.1%
1803	1	0.1%
1802	1	0.1%
1801	1	0.1%

개방서비스명
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

목욕장업	1810

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	1810	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
목욕장업	1810	100.0%

개방서비스id
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

11_44_01_P	1810

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	1810	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
11_44_01_p	1810	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	16
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3322939.2

Minimum	3250000
Maximum	3400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.0 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	39925.049
Coefficient of variation (CV)	0.01201498
Kurtosis	-0.90898057
Mean	3322939.2
Median Absolute Deviation (MAD)	30000
Skewness	0.13702446
Sum	6.01452 × 10⁹
Variance	1.5940096 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3290000	222	12.3%
3340000	173	9.6%
3300000	164	9.1%
3330000	159	8.8%
3310000	146	8.1%
3370000	130	7.2%
3320000	123	6.8%
3350000	114	6.3%
3380000	112	6.2%
3270000	94	5.2%
Other values (6)	373	20.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	62	3.4%
3260000	72	4.0%
3270000	94	5.2%
3280000	72	4.0%
3290000	222	12.3%
3300000	164	9.1%
3310000	146	8.1%
3320000	123	6.8%
3330000	159	8.8%
3340000	173	9.6%

Value	Count	Frequency (%)
3400000	45	2.5%
3390000	93	5.1%
3380000	112	6.2%
3370000	130	7.2%
3360000	29	1.6%
3350000	114	6.3%
3340000	173	9.6%
3330000	159	8.8%
3320000	123	6.8%
3310000	146	8.1%

관리번호
Text

UNIQUE

Distinct	1810
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

Length

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

Characters and Unicode

Total characters	39820
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	1810 ?
Unique (%)	100.0%

Sample

1st row	3400000-202-2003-00002
2nd row	3400000-202-2000-00091
3rd row	3400000-202-1992-00084
4th row	3400000-202-1994-00408
5th row	3400000-202-1994-00407

Value	Count	Frequency (%)
3400000-202-2003-00002	1	0.1%
3330000-202-2012-00005	1	0.1%
3350000-202-2002-00002	1	0.1%
3350000-202-1984-00939	1	0.1%
3350000-202-1982-00974	1	0.1%
3350000-202-2000-01017	1	0.1%
3350000-202-1985-00977	1	0.1%
3350000-202-1990-00995	1	0.1%
3350000-202-1987-00979	1	0.1%
3350000-202-1986-00958	1	0.1%
Other values (1800)	1800	99.4%

Most occurring characters

Value	Count	Frequency (%)
0	15338	38.5%
2	5631	14.1%
-	5430	13.6%
3	3927	9.9%
1	2740	6.9%
9	2539	6.4%
8	1141	2.9%
4	946	2.4%
7	837	2.1%
5	693	1.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	34390	86.4%
Dash Punctuation	5430	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	15338	44.6%
2	5631	16.4%
3	3927	11.4%
1	2740	8.0%
9	2539	7.4%
8	1141	3.3%
4	946	2.8%
7	837	2.4%
5	693	2.0%
6	598	1.7%

Dash Punctuation

Value	Count	Frequency (%)
-	5430	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	39820	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	15338	38.5%
2	5631	14.1%
-	5430	13.6%
3	3927	9.9%
1	2740	6.9%
9	2539	6.4%
8	1141	2.9%
4	946	2.4%
7	837	2.1%
5	693	1.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	39820	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	15338	38.5%
2	5631	14.1%
-	5430	13.6%
3	3927	9.9%
1	2740	6.9%
9	2539	6.4%
8	1141	2.9%
4	946	2.4%
7	837	2.1%
5	693	1.7%

인허가일자
Real number (ℝ)

Distinct	1525
Distinct (%)	84.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19909356

Minimum	19540131
Maximum	20210401
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.0 KiB

Quantile statistics

Minimum	19540131
5-th percentile	19700461
Q1	19830355
median	19901116
Q3	20010280
95-th percentile	20100905
Maximum	20210401
Range	670270
Interquartile range (IQR)	179925

Descriptive statistics

Standard deviation	122611.71
Coefficient of variation (CV)	0.0061584973
Kurtosis	-0.36266901
Mean	19909356
Median Absolute Deviation (MAD)	80807.5
Skewness	-0.067230095
Sum	3.6035934 × 10¹⁰
Variance	1.5033632 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19630110	15	0.8%
20001130	9	0.5%
19921202	8	0.4%
19960710	6	0.3%
19971227	6	0.3%
20000420	5	0.3%
20030115	5	0.3%
19830304	5	0.3%
19820928	5	0.3%
19861217	4	0.2%
Other values (1515)	1742	96.2%

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 (%)
20210401	1	0.1%
20210316	1	0.1%
20201013	1	0.1%
20200924	1	0.1%
20200921	1	0.1%
20200908	1	0.1%
20200827	1	0.1%
20200708	1	0.1%
20200703	1	0.1%
20200624	1	0.1%

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1810
Missing (%)	100.0%
Memory size	16.0 KiB

영업상태구분코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

3	1009
1	801

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
3	1009	55.7%
1	801	44.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	1009	55.7%
1	801	44.3%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

폐업	1009
영업/정상	801

Length

Max length	5
Median length	2
Mean length	3.3276243
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	1009	55.7%
영업/정상	801	44.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	1009	55.7%
영업/정상	801	44.3%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

2	1009
1	801

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
2	1009	55.7%
1	801	44.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	1009	55.7%
1	801	44.3%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

폐업	1009
영업	801

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	1009	55.7%
영업	801	44.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	1009	55.7%
영업	801	44.3%

폐업일자
Real number (ℝ)

MISSING

Distinct	846
Distinct (%)	83.8%
Missing	801
Missing (%)	44.3%
Infinite	0
Infinite (%)	0.0%
Mean	20094964

Minimum	19860612
Maximum	20210422
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.0 KiB

Quantile statistics

Minimum	19860612
5-th percentile	19990367
Q1	20050901
median	20100114
Q3	20150316
95-th percentile	20191075
Maximum	20210422
Range	349810
Interquartile range (IQR)	99415

Descriptive statistics

Standard deviation	64970.415
Coefficient of variation (CV)	0.0032331691
Kurtosis	0.062803004
Mean	20094964
Median Absolute Deviation (MAD)	49413
Skewness	-0.44761569
Sum	2.0275818 × 10¹⁰
Variance	4.2211548 × 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%
20141030	4	0.2%
20190226	4	0.2%
20120621	4	0.2%
20030122	4	0.2%
20150601	3	0.2%
Other values (836)	954	52.7%
(Missing)	801	44.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19860612	1	0.1%
19870602	1	0.1%
19871229	1	0.1%
19890607	1	0.1%
19891016	1	0.1%
19900228	1	0.1%
19900705	1	0.1%
19901019	2	0.1%
19911220	1	0.1%
19920305	1	0.1%

Value	Count	Frequency (%)
20210422	1	0.1%
20210415	1	0.1%
20210407	1	0.1%
20210329	1	0.1%
20210325	1	0.1%
20210322	3	0.2%
20210218	1	0.1%
20210215	1	0.1%
20210208	1	0.1%
20210119	1	0.1%

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1810
Missing (%)	100.0%
Memory size	16.0 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1810
Missing (%)	100.0%
Memory size	16.0 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1810
Missing (%)	100.0%
Memory size	16.0 KiB

소재지전화
Text

MISSING

Distinct	1608
Distinct (%)	95.0%
Missing	118
Missing (%)	6.5%
Memory size	14.3 KiB

Length

Max length	12
Median length	11
Mean length	10.903664
Min length	3

Characters and Unicode

Total characters	18449
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	1569 ?
Unique (%)	92.7%

Sample

1st row	051 7243994
2nd row	051 7222537
3rd row	051 7221054
4th row	051 7211997
5th row	051 7273302

Value	Count	Frequency (%)
051	1638	45.6%
893	7	0.2%
808	7	0.2%
070	6	0.2%
816	5	0.1%
897	5	0.1%
891	5	0.1%
802	5	0.1%
261	5	0.1%
727	4	0.1%
Other values (1762)	1905	53.0%

Most occurring characters

Value	Count	Frequency (%)
5	3048	16.5%
0	2839	15.4%
1	2763	15.0%
	1909	10.3%
2	1450	7.9%
3	1297	7.0%
6	1226	6.6%
4	1108	6.0%
7	1074	5.8%
8	1036	5.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	16540	89.7%
Space Separator	1909	10.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	3048	18.4%
0	2839	17.2%
1	2763	16.7%
2	1450	8.8%
3	1297	7.8%
6	1226	7.4%
4	1108	6.7%
7	1074	6.5%
8	1036	6.3%
9	699	4.2%

Space Separator

Value	Count	Frequency (%)
	1909	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	18449	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	3048	16.5%
0	2839	15.4%
1	2763	15.0%
	1909	10.3%
2	1450	7.9%
3	1297	7.0%
6	1226	6.6%
4	1108	6.0%
7	1074	5.8%
8	1036	5.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	18449	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	3048	16.5%
0	2839	15.4%
1	2763	15.0%
	1909	10.3%
2	1450	7.9%
3	1297	7.0%
6	1226	6.6%
4	1108	6.0%
7	1074	5.8%
8	1036	5.6%

소재지면적
Text

Distinct	1591
Distinct (%)	88.3%
Missing	9
Missing (%)	0.5%
Memory size	14.3 KiB

Length

Max length	8
Median length	6
Mean length	5.9700167
Min length	3

Characters and Unicode

Total characters	10752
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	1508 ?
Unique (%)	83.7%

Sample

1st row	348.16
2nd row	384.00
3rd row	609.82
4th row	183.56
5th row	395.22

Value	Count	Frequency (%)
00	117	6.5%
330.00	5	0.3%
93.73	3	0.2%
284.00	3	0.2%
506.24	3	0.2%
348.00	3	0.2%
426.00	3	0.2%
427.44	3	0.2%
478.00	3	0.2%
798.24	3	0.2%
Other values (1581)	1655	91.9%

Most occurring characters

Value	Count	Frequency (%)
.	1801	16.8%
0	1438	13.4%
2	1062	9.9%
3	1008	9.4%
4	934	8.7%
1	903	8.4%
8	704	6.5%
6	699	6.5%
5	694	6.5%
7	676	6.3%
Other values (2)	833	7.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	8792	81.8%
Other Punctuation	1960	18.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1438	16.4%
2	1062	12.1%
3	1008	11.5%
4	934	10.6%
1	903	10.3%
8	704	8.0%
6	699	8.0%
5	694	7.9%
7	676	7.7%
9	674	7.7%

Other Punctuation

Value	Count	Frequency (%)
.	1801	91.9%
,	159	8.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	10752	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	1801	16.8%
0	1438	13.4%
2	1062	9.9%
3	1008	9.4%
4	934	8.7%
1	903	8.4%
8	704	6.5%
6	699	6.5%
5	694	6.5%
7	676	6.3%
Other values (2)	833	7.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10752	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	1801	16.8%
0	1438	13.4%
2	1062	9.9%
3	1008	9.4%
4	934	8.7%
1	903	8.4%
8	704	6.5%
6	699	6.5%
5	694	6.5%
7	676	6.3%
Other values (2)	833	7.7%

소재지우편번호
Real number (ℝ)

Distinct	630
Distinct (%)	34.9%
Missing	5
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	610420.3

Minimum	600011
Maximum	619953
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.0 KiB

Quantile statistics

Minimum	600011
5-th percentile	601811
Q1	606809
median	611800
Q3	614820
95-th percentile	617833.8
Maximum	619953
Range	19942
Interquartile range (IQR)	8011

Descriptive statistics

Standard deviation	5164.6754
Coefficient of variation (CV)	0.0084608513
Kurtosis	-0.91812306
Mean	610420.3
Median Absolute Deviation (MAD)	3963
Skewness	-0.20722323
Sum	1.1018086 × 10⁹
Variance	26673872
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
604851	15	0.8%
612846	12	0.7%
612847	12	0.7%
608808	10	0.6%
608828	10	0.6%
614822	10	0.6%
607833	10	0.6%
607826	9	0.5%
613805	9	0.5%
613832	9	0.5%
Other values (620)	1699	93.9%

Minimum 10 values
Maximum 10 values

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

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

소재지전체주소
Text

Distinct	1734
Distinct (%)	95.8%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

Length

Max length	54
Median length	44
Mean length	23.378453
Min length	16

Characters and Unicode

Total characters	42315
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	1669 ?
Unique (%)	92.2%

Sample

1st row	부산광역시 기장군 기장읍 서부리 422번지
2nd row	부산광역시 기장군 기장읍 교리 352-8번지
3rd row	부산광역시 기장군 기장읍 청강리 226-7번지
4th row	부산광역시 기장군 철마면 장전리 366번지
5th row	부산광역시 기장군 일광면 칠암리 158-5번지

Value	Count	Frequency (%)
부산광역시	1810	22.4%
t통b반	334	4.1%
부산진구	222	2.8%
사하구	173	2.1%
동래구	164	2.0%
해운대구	159	2.0%
남구	146	1.8%
연제구	130	1.6%
북구	123	1.5%
금정구	114	1.4%
Other values (2169)	4692	58.2%

Most occurring characters

Value	Count	Frequency (%)
	6258	14.8%
산	2161	5.1%
부	2152	5.1%
동	2108	5.0%
1	1906	4.5%
광	1880	4.4%
구	1831	4.3%
시	1822	4.3%
역	1814	4.3%
-	1682	4.0%
Other values (266)	18701	44.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	24664	58.3%
Decimal Number	8784	20.8%
Space Separator	6258	14.8%
Dash Punctuation	1682	4.0%
Uppercase Letter	683	1.6%
Other Punctuation	114	0.3%
Open Punctuation	61	0.1%
Close Punctuation	61	0.1%
Math Symbol	7	< 0.1%
Letter Number	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
산	2161	8.8%
부	2152	8.7%
동	2108	8.5%
광	1880	7.6%
구	1831	7.4%
시	1822	7.4%
역	1814	7.4%
지	1492	6.0%
번	1424	5.8%
반	385	1.6%
Other values (240)	7595	30.8%

Decimal Number

Value	Count	Frequency (%)
1	1906	21.7%
2	1133	12.9%
3	986	11.2%
4	892	10.2%
5	782	8.9%
6	679	7.7%
7	644	7.3%
8	611	7.0%
0	610	6.9%
9	541	6.2%

Uppercase Letter

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

Other Punctuation

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

Space Separator

Value	Count	Frequency (%)
	6258	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1682	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	61	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	61	100.0%

Math Symbol

Value	Count	Frequency (%)
~	7	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	24664	58.3%
Common	16967	40.1%
Latin	684	1.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
산	2161	8.8%
부	2152	8.7%
동	2108	8.5%
광	1880	7.6%
구	1831	7.4%
시	1822	7.4%
역	1814	7.4%
지	1492	6.0%
번	1424	5.8%
반	385	1.6%
Other values (240)	7595	30.8%

Common

Value	Count	Frequency (%)
	6258	36.9%
1	1906	11.2%
-	1682	9.9%
2	1133	6.7%
3	986	5.8%
4	892	5.3%
5	782	4.6%
6	679	4.0%
7	644	3.8%
8	611	3.6%
Other values (8)	1394	8.2%

Latin

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

Most occurring blocks

Value	Count	Frequency (%)
Hangul	24664	58.3%
ASCII	17650	41.7%
Number Forms	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	6258	35.5%
1	1906	10.8%
-	1682	9.5%
2	1133	6.4%
3	986	5.6%
4	892	5.1%
5	782	4.4%
6	679	3.8%
7	644	3.6%
8	611	3.5%
Other values (15)	2077	11.8%

Hangul

Value	Count	Frequency (%)
산	2161	8.8%
부	2152	8.7%
동	2108	8.5%
광	1880	7.6%
구	1831	7.4%
시	1822	7.4%
역	1814	7.4%
지	1492	6.0%
번	1424	5.8%
반	385	1.6%
Other values (240)	7595	30.8%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

도로명전체주소
Text

MISSING

Distinct	1178
Distinct (%)	98.8%
Missing	618
Missing (%)	34.1%
Memory size	14.3 KiB

Length

Max length	59
Median length	50
Mean length	27.503356
Min length	20

Characters and Unicode

Total characters	32784
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	1166 ?
Unique (%)	97.8%

Sample

1st row	부산광역시 기장군 기장읍 반송로 1545
2nd row	부산광역시 기장군 기장읍 차성동로 164-15
3rd row	부산광역시 기장군 기장읍 차성동로 63
4th row	부산광역시 기장군 일광면 삼성3길 55-1
5th row	부산광역시 기장군 장안읍 길천길 1-2

Value	Count	Frequency (%)
부산광역시	1192	19.1%
부산진구	154	2.5%
해운대구	103	1.6%
남구	102	1.6%
사하구	102	1.6%
동래구	99	1.6%
연제구	84	1.3%
금정구	75	1.2%
북구	75	1.2%
사상구	71	1.1%
Other values (1719)	4186	67.1%

Most occurring characters

Value	Count	Frequency (%)
	5052	15.4%
동	1514	4.6%
산	1446	4.4%
부	1445	4.4%
광	1259	3.8%
시	1248	3.8%
구	1221	3.7%
역	1197	3.7%
)	1178	3.6%
(	1178	3.6%
Other values (326)	16046	48.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	19751	60.2%
Decimal Number	5055	15.4%
Space Separator	5052	15.4%
Close Punctuation	1179	3.6%
Open Punctuation	1179	3.6%
Other Punctuation	342	1.0%
Dash Punctuation	199	0.6%
Uppercase Letter	14	< 0.1%
Math Symbol	12	< 0.1%
Letter Number	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	1514	7.7%
산	1446	7.3%
부	1445	7.3%
광	1259	6.4%
시	1248	6.3%
구	1221	6.2%
역	1197	6.1%
로	1136	5.8%
길	709	3.6%
번	668	3.4%
Other values (298)	7908	40.0%

Decimal Number

Value	Count	Frequency (%)
1	1142	22.6%
2	719	14.2%
3	622	12.3%
5	443	8.8%
4	433	8.6%
6	390	7.7%
0	380	7.5%
7	353	7.0%
9	289	5.7%
8	284	5.6%

Uppercase Letter

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

Other Punctuation

Value	Count	Frequency (%)
,	337	98.5%
.	3	0.9%
@	1	0.3%
*	1	0.3%

Close Punctuation

Value	Count	Frequency (%)
)	1178	99.9%
]	1	0.1%

Open Punctuation

Value	Count	Frequency (%)
(	1178	99.9%
[	1	0.1%

Math Symbol

Value	Count	Frequency (%)
~	11	91.7%
～	1	8.3%

Space Separator

Value	Count	Frequency (%)
	5052	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	19751	60.2%
Common	13018	39.7%
Latin	15	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	1514	7.7%
산	1446	7.3%
부	1445	7.3%
광	1259	6.4%
시	1248	6.3%
구	1221	6.2%
역	1197	6.1%
로	1136	5.8%
길	709	3.6%
번	668	3.4%
Other values (298)	7908	40.0%

Common

Value	Count	Frequency (%)
	5052	38.8%
)	1178	9.0%
(	1178	9.0%
1	1142	8.8%
2	719	5.5%
3	622	4.8%
5	443	3.4%
4	433	3.3%
6	390	3.0%
0	380	2.9%
Other values (12)	1481	11.4%

Latin

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

Most occurring blocks

Value	Count	Frequency (%)
Hangul	19751	60.2%
ASCII	13031	39.7%
Number Forms	1	< 0.1%
None	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	5052	38.8%
)	1178	9.0%
(	1178	9.0%
1	1142	8.8%
2	719	5.5%
3	622	4.8%
5	443	3.4%
4	433	3.3%
6	390	3.0%
0	380	2.9%
Other values (16)	1494	11.5%

Hangul

Value	Count	Frequency (%)
동	1514	7.7%
산	1446	7.3%
부	1445	7.3%
광	1259	6.4%
시	1248	6.3%
구	1221	6.2%
역	1197	6.1%
로	1136	5.8%
길	709	3.6%
번	668	3.4%
Other values (298)	7908	40.0%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

None

Value	Count	Frequency (%)
～	1	100.0%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	878
Distinct (%)	77.0%
Missing	669
Missing (%)	37.0%
Infinite	0
Infinite (%)	0.0%
Mean	47879.602

Minimum	46002
Maximum	49523
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.0 KiB

Quantile statistics

Minimum	46002
5-th percentile	46249
Q1	47142
median	47872
Q3	48715
95-th percentile	49394
Maximum	49523
Range	3521
Interquartile range (IQR)	1573

Descriptive statistics

Standard deviation	979.85099
Coefficient of variation (CV)	0.020464894
Kurtosis	-1.0352859
Mean	47879.602
Median Absolute Deviation (MAD)	745
Skewness	-0.080030317
Sum	54630626
Variance	960107.96
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%
47814	4	0.2%
46308	4	0.2%
48095	4	0.2%
48052	4	0.2%
47142	4	0.2%
47712	4	0.2%
Other values (868)	1090	60.2%
(Missing)	669	37.0%

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	1136
Distinct (%)	62.8%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

Length

Max length	25
Median length	3
Mean length	4.1187845
Min length	2

Characters and Unicode

Total characters	7455
Distinct characters	381
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	894 ?
Unique (%)	49.4%

Sample

1st row	에쿠스목욕장
2nd row	교리탕
3rd row	보광탕
4th row	철마목욕탕
5th row	풍년탕

Value	Count	Frequency (%)
사우나	23	1.2%
청수탕	21	1.1%
현대탕	21	1.1%
옥천탕	19	1.0%
산수탕	15	0.8%
천수탕	15	0.8%
목욕탕	15	0.8%
장수탕	14	0.7%
평화탕	13	0.7%
정수탕	13	0.7%
Other values (1191)	1792	91.4%

Most occurring characters

Value	Count	Frequency (%)
탕	1369	18.4%
수	301	4.0%
천	223	3.0%
대	182	2.4%
우	180	2.4%
사	168	2.3%
나	158	2.1%
	151	2.0%
동	122	1.6%
성	117	1.6%
Other values (371)	4484	60.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	7187	96.4%
Space Separator	151	2.0%
Close Punctuation	37	0.5%
Open Punctuation	34	0.5%
Decimal Number	20	0.3%
Uppercase Letter	15	0.2%
Lowercase Letter	7	0.1%
Dash Punctuation	2	< 0.1%
Other Punctuation	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
탕	1369	19.0%
수	301	4.2%
천	223	3.1%
대	182	2.5%
우	180	2.5%
사	168	2.3%
나	158	2.2%
동	122	1.7%
성	117	1.6%
호	113	1.6%
Other values (349)	4254	59.2%

Uppercase Letter

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

Lowercase Letter

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

Decimal Number

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

Other Punctuation

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

Space Separator

Value	Count	Frequency (%)
	151	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	37	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	34	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	7186	96.4%
Common	246	3.3%
Latin	22	0.3%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
탕	1369	19.1%
수	301	4.2%
천	223	3.1%
대	182	2.5%
우	180	2.5%
사	168	2.3%
나	158	2.2%
동	122	1.7%
성	117	1.6%
호	113	1.6%
Other values (348)	4253	59.2%

Latin

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

Common

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

Han

Value	Count	Frequency (%)
愛	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	7186	96.4%
ASCII	268	3.6%
CJK	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
탕	1369	19.1%
수	301	4.2%
천	223	3.1%
대	182	2.5%
우	180	2.5%
사	168	2.3%
나	158	2.2%
동	122	1.7%
성	117	1.6%
호	113	1.6%
Other values (348)	4253	59.2%

ASCII

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

CJK

Value	Count	Frequency (%)
愛	1	100.0%

최종수정시점
Real number (ℝ)

Distinct	1515
Distinct (%)	83.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0126393 × 10¹³

Minimum	1.999021 × 10¹³
Maximum	2.021043 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.0 KiB

Quantile statistics

Minimum	1.999021 × 10¹³
5-th percentile	2.0020422 × 10¹³
Q1	2.0050211 × 10¹³
median	2.014086 × 10¹³
Q3	2.0200112 × 10¹³
95-th percentile	2.0210208 × 10¹³
Maximum	2.021043 × 10¹³
Range	2.2022013 × 10¹¹
Interquartile range (IQR)	1.4990136 × 10¹¹

Descriptive statistics

Standard deviation	7.1078426 × 10¹⁰
Coefficient of variation (CV)	0.0035316029
Kurtosis	-1.4261397
Mean	2.0126393 × 10¹³
Median Absolute Deviation (MAD)	6.0062524 × 10¹⁰
Skewness	-0.36086121
Sum	3.6428771 × 10¹⁶
Variance	5.0521426 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20020418000000	27	1.5%
20030409000000	25	1.4%
20040318000000	13	0.7%
20050415000000	12	0.7%
20030303000000	12	0.7%
20031217000000	12	0.7%
20020422000000	10	0.6%
20041208000000	9	0.5%
20040324000000	8	0.4%
20030722000000	8	0.4%
Other values (1505)	1674	92.5%

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 (%)
20210430134659	1	0.1%
20210430130309	1	0.1%
20210429160658	1	0.1%
20210429141717	1	0.1%
20210429105709	1	0.1%
20210429102230	1	0.1%
20210427160054	1	0.1%
20210426163616	1	0.1%
20210422100722	1	0.1%
20210419192707	1	0.1%

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

I	1175
U	635

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
I	1175	64.9%
U	635	35.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	1175	64.9%
u	635	35.1%

데이터갱신일자
Date

Distinct	249
Distinct (%)	13.8%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

Minimum	2018-08-31 23:59:59
Maximum	2021-05-02 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	14.3 KiB

공동탕업	1535
목욕장업 기타	155
공동탕업+찜질시설서비스영업	76
한증막업	33
찜질시설서비스영업	11

Length

Max length	14
Median length	4
Mean length	4.7071823
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

Common Values

Value	Count	Frequency (%)
공동탕업	1535	84.8%
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	1535	78.1%
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	1540
Distinct (%)	90.2%
Missing	103
Missing (%)	5.7%
Infinite	0
Infinite (%)	0.0%
Mean	387834.22

Minimum	366820.79
Maximum	407878.31
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.0 KiB

Quantile statistics

Minimum	366820.79
5-th percentile	379644.67
Q1	384183.07
median	388186.05
Q3	391122.4
95-th percentile	396841.07
Maximum	407878.31
Range	41057.525
Interquartile range (IQR)	6939.3304

Descriptive statistics

Standard deviation	5279.2398
Coefficient of variation (CV)	0.013612104
Kurtosis	0.7355075
Mean	387834.22
Median Absolute Deviation (MAD)	3518.6278
Skewness	0.25406415
Sum	6.6203302 × 10⁸
Variance	27870373
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
389322.400841052	4	0.2%
389655.360752282	4	0.2%
386026.75739607	4	0.2%
391834.082986499	4	0.2%
383091.957810087	3	0.2%
387887.847333871	3	0.2%
378594.286473542	3	0.2%
379381.589505082	3	0.2%
386428.823034759	3	0.2%
391103.422349355	3	0.2%
Other values (1530)	1673	92.4%
(Missing)	103	5.7%

Minimum 10 values
Maximum 10 values

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

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

좌표정보(y)
Real number (ℝ)

MISSING

Distinct	1540
Distinct (%)	90.2%
Missing	103
Missing (%)	5.7%
Infinite	0
Infinite (%)	0.0%
Mean	186669.95

Minimum	173914.72
Maximum	207205.17
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.0 KiB

Quantile statistics

Minimum	173914.72
5-th percentile	177923.58
Q1	182345.44
median	186863.29
Q3	190709.95
95-th percentile	195571.84
Maximum	207205.17
Range	33290.452
Interquartile range (IQR)	8364.515

Descriptive statistics

Standard deviation	5628.5743
Coefficient of variation (CV)	0.030152547
Kurtosis	0.02689192
Mean	186669.95
Median Absolute Deviation (MAD)	4091.8147
Skewness	0.23169017
Sum	3.186456 × 10⁸
Variance	31680849
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
193209.131530013	4	0.2%
191344.913457427	4	0.2%
181580.381775088	4	0.2%
189185.417047275	4	0.2%
179227.873327685	3	0.2%
187966.542955171	3	0.2%
180709.776059033	3	0.2%
180485.975246308	3	0.2%
189577.746954425	3	0.2%
182446.170472991	3	0.2%
Other values (1530)	1673	92.4%
(Missing)	103	5.7%

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	14.3 KiB

공동탕업	1535
목욕장업 기타	155
공동탕업+찜질시설서비스영업	76
한증막업	33
찜질시설서비스영업	11

Length

Max length	14
Median length	4
Mean length	4.7071823
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

Common Values

Value	Count	Frequency (%)
공동탕업	1535	84.8%
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	1535	78.1%
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	433
Missing (%)	23.9%
Infinite	0
Infinite (%)	0.0%
Mean	3.7487291

Minimum	0
Maximum	42
Zeros	352
Zeros (%)	19.4%
Negative	0
Negative (%)	0.0%
Memory size	16.0 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	4.4428755
Coefficient of variation (CV)	1.1851685
Kurtosis	16.246982
Mean	3.7487291
Median Absolute Deviation (MAD)	2
Skewness	3.3060001
Sum	5162
Variance	19.739143
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
0	352	19.4%
3	298	16.5%
4	206	11.4%
2	133	7.3%
5	131	7.2%
6	51	2.8%
7	48	2.7%
8	29	1.6%
1	25	1.4%
9	20	1.1%
Other values (23)	84	4.6%
(Missing)	433	23.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	352	19.4%
1	25	1.4%
2	133	7.3%
3	298	16.5%
4	206	11.4%
5	131	7.2%
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	672
Missing (%)	37.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.76537786

Minimum	0
Maximum	7
Zeros	540
Zeros (%)	29.8%
Negative	0
Negative (%)	0.0%
Memory size	16.0 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	1.0444627
Coefficient of variation (CV)	1.3646366
Kurtosis	7.934637
Mean	0.76537786
Median Absolute Deviation (MAD)	1
Skewness	2.4146872
Sum	871
Variance	1.0909023
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	540	29.8%
1	457	25.2%
2	77	4.3%
3	28	1.5%
4	16	0.9%
6	10	0.6%
5	9	0.5%
7	1	0.1%
(Missing)	672	37.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	540	29.8%
1	457	25.2%
2	77	4.3%
3	28	1.5%
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	1.5%
2	77	4.3%
1	457	25.2%
0	540	29.8%

사용시작지상층
Real number (ℝ)

MISSING ZEROS

Distinct	10
Distinct (%)	0.8%
Missing	624
Missing (%)	34.5%
Infinite	0
Infinite (%)	0.0%
Mean	1.3650927

Minimum	0
Maximum	10
Zeros	358
Zeros (%)	19.8%
Negative	0
Negative (%)	0.0%
Memory size	16.0 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	1.405509
Coefficient of variation (CV)	1.029607
Kurtosis	5.6448604
Mean	1.3650927
Median Absolute Deviation (MAD)	1
Skewness	1.8161357
Sum	1619
Variance	1.9754556
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1	368	20.3%
0	358	19.8%
2	299	16.5%
3	77	4.3%
4	42	2.3%
5	20	1.1%
6	13	0.7%
8	4	0.2%
10	3	0.2%
7	2	0.1%
(Missing)	624	34.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	358	19.8%
1	368	20.3%
2	299	16.5%
3	77	4.3%
4	42	2.3%
5	20	1.1%
6	13	0.7%
7	2	0.1%
8	4	0.2%
10	3	0.2%

Value	Count	Frequency (%)
10	3	0.2%
8	4	0.2%
7	2	0.1%
6	13	0.7%
5	20	1.1%
4	42	2.3%
3	77	4.3%
2	299	16.5%
1	368	20.3%
0	358	19.8%

사용끝지상층
Real number (ℝ)

MISSING ZEROS

Distinct	12
Distinct (%)	1.1%
Missing	762
Missing (%)	42.1%
Infinite	0
Infinite (%)	0.0%
Mean	2.2633588

Minimum	0
Maximum	11
Zeros	192
Zeros (%)	10.6%
Negative	0
Negative (%)	0.0%
Memory size	16.0 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	1.7104971
Coefficient of variation (CV)	0.75573397
Kurtosis	2.6797966
Mean	2.2633588
Median Absolute Deviation (MAD)	1
Skewness	1.1225323
Sum	2372
Variance	2.9258004
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
2	381	21.0%
3	207	11.4%
0	192	10.6%
1	92	5.1%
4	82	4.5%
5	48	2.7%
6	21	1.2%
7	11	0.6%
8	5	0.3%
9	5	0.3%
Other values (2)	4	0.2%
(Missing)	762	42.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	192	10.6%
1	92	5.1%
2	381	21.0%
3	207	11.4%
4	82	4.5%
5	48	2.7%
6	21	1.2%
7	11	0.6%
8	5	0.3%
9	5	0.3%

Value	Count	Frequency (%)
11	1	0.1%
10	3	0.2%
9	5	0.3%
8	5	0.3%
7	11	0.6%
6	21	1.2%
5	48	2.7%
4	82	4.5%
3	207	11.4%
2	381	21.0%

사용시작지하층
Categorical

Distinct	5
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

<NA>	942
0	776
1	80
2	9
3	3

Length

Max length	4
Median length	4
Mean length	2.561326
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	942	52.0%
0	776	42.9%
1	80	4.4%
2	9	0.5%
3	3	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	942	52.0%
0	776	42.9%
1	80	4.4%
2	9	0.5%
3	3	0.2%

사용끝지하층
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

<NA>	1198
0	520
1	67
2	21
3	3

Length

Max length	4
Median length	4
Mean length	2.9856354
Min length	1

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1198	66.2%
0	520	28.7%
1	67	3.7%
2	21	1.2%
3	3	0.2%
4	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1198	66.2%
0	520	28.7%
1	67	3.7%
2	21	1.2%
3	3	0.2%
4	1	0.1%

한실수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

<NA>	936
0	874

Length

Max length	4
Median length	4
Mean length	2.5513812
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	936	51.7%
0	874	48.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	936	51.7%
0	874	48.3%

양실수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

<NA>	936
0	874

Length

Max length	4
Median length	4
Mean length	2.5513812
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	936	51.7%
0	874	48.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	936	51.7%
0	874	48.3%

욕실수
Real number (ℝ)

MISSING ZEROS

Distinct	17
Distinct (%)	1.4%
Missing	610
Missing (%)	33.7%
Infinite	0
Infinite (%)	0.0%
Mean	1.3233333

Minimum	0
Maximum	26
Zeros	620
Zeros (%)	34.3%
Negative	0
Negative (%)	0.0%
Memory size	16.0 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	2.1535212
Coefficient of variation (CV)	1.627346
Kurtosis	31.595833
Mean	1.3233333
Median Absolute Deviation (MAD)	0
Skewness	4.3493591
Sum	1588
Variance	4.6376536
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
0	620	34.3%
2	471	26.0%
6	28	1.5%
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)	610	33.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	620	34.3%
1	18	1.0%
2	471	26.0%
3	5	0.3%
4	25	1.4%
5	3	0.2%
6	28	1.5%
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	3.7 KiB

False	1358
True	450
(Missing)	2

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	1358	75.0%
True	450	24.9%
(Missing)	2	0.1%

의자수
Categorical

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

<NA>	936
0	873
2	1

Length

Max length	4
Median length	4
Mean length	2.5513812
Min length	1

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>	936	51.7%
0	873	48.2%
2	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	936	51.7%
0	873	48.2%
2	1	0.1%

조건부허가신고사유
Text

CONSTANT MISSING

Distinct	1
Distinct (%)	100.0%
Missing	1809
Missing (%)	99.9%
Memory size	14.3 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	14.3 KiB

<NA>	1809
20190501	1

Length

Max length	8
Median length	4
Mean length	4.0022099
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>	1809	99.9%
20190501	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1809	99.9%
20190501	1	0.1%

조건부허가종료일자
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

<NA>	1809
20210421	1

Length

Max length	8
Median length	4
Mean length	4.0022099
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>	1809	99.9%
20210421	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1809	99.9%
20210421	1	0.1%

건물소유구분명
Categorical

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

<NA>	1411
자가	272
임대	127

Length

Max length	4
Median length	4
Mean length	3.559116
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1411	78.0%
자가	272	15.0%
임대	127	7.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1411	78.0%
자가	272	15.0%
임대	127	7.0%

세탁기수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

<NA>	1196
0	614

Length

Max length	4
Median length	4
Mean length	2.9823204
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1196	66.1%
0	614	33.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1196	66.1%
0	614	33.9%

여성종사자수
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

<NA>	1762
0	43
2	2
5	1
3	1

Length

Max length	4
Median length	4
Mean length	3.920442
Min length	1

Unique

Unique	3 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1762	97.3%
0	43	2.4%
2	2	0.1%
5	1	0.1%
3	1	0.1%
1	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1762	97.3%
0	43	2.4%
2	2	0.1%
5	1	0.1%
3	1	0.1%
1	1	0.1%

남성종사자수
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

<NA>	1762
0	43
1	3
5	1
4	1

Length

Max length	4
Median length	4
Mean length	3.920442
Min length	1

Unique

Unique	2 ?
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>	1762	97.3%
0	43	2.4%
1	3	0.2%
5	1	0.1%
4	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1762	97.3%
0	43	2.4%
1	3	0.2%
5	1	0.1%
4	1	0.1%

회수건조수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

<NA>	1223
0	587

Length

Max length	4
Median length	4
Mean length	3.0270718
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1223	67.6%
0	587	32.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1223	67.6%
0	587	32.4%

침대수
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.3 KiB

<NA>	1224
0	586

Length

Max length	4
Median length	4
Mean length	3.0287293
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1224	67.6%
0	586	32.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1224	67.6%
0	586	32.4%

다중이용업소여부
Boolean

IMBALANCE

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

False	1777
True	33

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	1777	98.2%
True	33	1.8%

Unnamed: 50
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1810
Missing (%)	100.0%
Memory size	16.0 KiB

First rows
Last rows

	번호	개방서비스명	개방서비스id	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태구분코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	소재지전화	소재지면적	소재지우편번호	소재지전체주소	도로명전체주소	도로명우편번호	사업장명	최종수정시점	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(x)	좌표정보(y)	위생업태명	건물지상층수	건물지하층수	사용시작지상층	사용끝지상층	사용시작지하층	사용끝지하층	한실수	양실수	욕실수	발한실여부	의자수	조건부허가신고사유	조건부허가시작일자	조건부허가종료일자	건물소유구분명	세탁기수	여성종사자수	남성종사자수	회수건조수	침대수	다중이용업소여부	Unnamed: 50
0	1	목욕장업	11_44_01_P	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>
1	2	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>
2	3	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>
3	4	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>
4	5	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>
5	6	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>
6	7	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>
7	8	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>
8	9	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>
9	10	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>

	번호	개방서비스명	개방서비스id	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태구분코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	소재지전화	소재지면적	소재지우편번호	소재지전체주소	도로명전체주소	도로명우편번호	사업장명	최종수정시점	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(x)	좌표정보(y)	위생업태명	건물지상층수	건물지하층수	사용시작지상층	사용끝지상층	사용시작지하층	사용끝지하층	한실수	양실수	욕실수	발한실여부	의자수	조건부허가신고사유	조건부허가시작일자	조건부허가종료일자	건물소유구분명	세탁기수	여성종사자수	남성종사자수	회수건조수	침대수	다중이용업소여부	Unnamed: 50
1800	1801	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>
1801	1802	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>
1802	1803	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>
1803	1804	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>
1804	1805	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>
1805	1806	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>
1806	1807	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	20200716105230	U	2020-07-18 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	<NA>	<NA>	0	0	Y	<NA>
1807	1808	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>
1808	1809	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>
1809	1810	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>

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

Open Punctuation

Close Punctuation

Math Symbol

Letter Number

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Number Forms

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter