gimi9 Pandas Profiling

Dataset statistics

Number of variables	51
Number of observations	4921
Missing cells	47829
Missing cells (%)	19.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	2.1 MiB
Average record size in memory	441.0 B

Variable types

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

Dataset

Description	2021-05-01
Author	지방행정인허가공개데이터
URL	https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901050101123089

Alerts

`개방서비스명` has constant value ""	Constant
`개방서비스id` has constant value ""	Constant
`발한실여부` has constant value ""	Constant
`조건부허가신고사유` has constant value ""	Constant
`다중이용업소여부` has constant value ""	Constant
`업태구분명` is highly imbalanced (94.3%)	Imbalance
`위생업태명` is highly imbalanced (94.3%)	Imbalance
`사용끝지하층` is highly imbalanced (56.9%)	Imbalance
`조건부허가시작일자` is highly imbalanced (99.6%)	Imbalance
`조건부허가종료일자` is highly imbalanced (99.6%)	Imbalance
`건물소유구분명` is highly imbalanced (52.6%)	Imbalance
`여성종사자수` is highly imbalanced (74.6%)	Imbalance
`남성종사자수` is highly imbalanced (78.8%)	Imbalance
`침대수` is highly imbalanced (66.4%)	Imbalance
`인허가취소일자` has 4921 (100.0%) missing values	Missing
`폐업일자` has 1326 (26.9%) missing values	Missing
`휴업시작일자` has 4921 (100.0%) missing values	Missing
`휴업종료일자` has 4921 (100.0%) missing values	Missing
`재개업일자` has 4921 (100.0%) missing values	Missing
`소재지전화` has 1410 (28.7%) missing values	Missing
`도로명전체주소` has 2596 (52.8%) missing values	Missing
`도로명우편번호` has 2649 (53.8%) missing values	Missing
`좌표정보(x)` has 387 (7.9%) missing values	Missing
`좌표정보(y)` has 387 (7.9%) missing values	Missing
`건물지상층수` has 1727 (35.1%) missing values	Missing
`건물지하층수` has 2229 (45.3%) missing values	Missing
`사용시작지상층` has 2099 (42.7%) missing values	Missing
`사용끝지상층` has 2727 (55.4%) missing values	Missing
`발한실여부` has 100 (2.0%) missing values	Missing
`의자수` has 606 (12.3%) missing values	Missing
`조건부허가신고사유` has 4920 (> 99.9%) missing values	Missing
`Unnamed: 50` has 4921 (100.0%) missing values	Missing
`인허가일자` is highly skewed (γ1 = -27.01802832)	Skewed
`폐업일자` is highly skewed (γ1 = -28.16933341)	Skewed
`건물지하층수` is highly skewed (γ1 = 49.0385786)	Skewed
`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 1208 (24.5%) zeros	Zeros
`건물지하층수` has 1721 (35.0%) zeros	Zeros
`사용시작지상층` has 1003 (20.4%) zeros	Zeros
`사용끝지상층` has 589 (12.0%) zeros	Zeros
`의자수` has 338 (6.9%) zeros	Zeros

Reproduction

Analysis started	2024-04-17 22:55:55.676888
Analysis finished	2024-04-17 22:55:57.052872
Duration	1.38 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	4921
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2461

Minimum	1
Maximum	4921
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.4 KiB

Quantile statistics

Minimum	1
5-th percentile	247
Q1	1231
median	2461
Q3	3691
95-th percentile	4675
Maximum	4921
Range	4920
Interquartile range (IQR)	2460

Descriptive statistics

Standard deviation	1420.7147
Coefficient of variation (CV)	0.57729162
Kurtosis	-1.2
Mean	2461
Median Absolute Deviation (MAD)	1230
Skewness	0
Sum	12110581
Variance	2018430.2
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	< 0.1%
3279	1	< 0.1%
3286	1	< 0.1%
3285	1	< 0.1%
3284	1	< 0.1%
3283	1	< 0.1%
3282	1	< 0.1%
3281	1	< 0.1%
3280	1	< 0.1%
3278	1	< 0.1%
Other values (4911)	4911	99.8%

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 (%)
4921	1	< 0.1%
4920	1	< 0.1%
4919	1	< 0.1%
4918	1	< 0.1%
4917	1	< 0.1%
4916	1	< 0.1%
4915	1	< 0.1%
4914	1	< 0.1%
4913	1	< 0.1%
4912	1	< 0.1%

개방서비스명
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.6 KiB

이용업	4921

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
이용업	4921	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
이용업	4921	100.0%

개방서비스id
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.6 KiB

05_19_01_P	4921

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	05_19_01_P
2nd row	05_19_01_P
3rd row	05_19_01_P
4th row	05_19_01_P
5th row	05_19_01_P

Common Values

Value	Count	Frequency (%)
05_19_01_P	4921	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
05_19_01_p	4921	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	16
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3324509.2

Minimum	3250000
Maximum	3400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.4 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	40367.821
Coefficient of variation (CV)	0.01214249
Kurtosis	-0.94057517
Mean	3324509.2
Median Absolute Deviation (MAD)	30000
Skewness	0.057777767
Sum	1.635991 × 10¹⁰
Variance	1.6295609 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3290000	504	10.2%
3340000	496	10.1%
3300000	420	8.5%
3320000	409	8.3%
3330000	393	8.0%
3350000	384	7.8%
3390000	332	6.7%
3370000	331	6.7%
3310000	324	6.6%
3380000	284	5.8%
Other values (6)	1044	21.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	166	3.4%
3260000	213	4.3%
3270000	257	5.2%
3280000	209	4.2%
3290000	504	10.2%
3300000	420	8.5%
3310000	324	6.6%
3320000	409	8.3%
3330000	393	8.0%
3340000	496	10.1%

Value	Count	Frequency (%)
3400000	110	2.2%
3390000	332	6.7%
3380000	284	5.8%
3370000	331	6.7%
3360000	89	1.8%
3350000	384	7.8%
3340000	496	10.1%
3330000	393	8.0%
3320000	409	8.3%
3310000	324	6.6%

관리번호
Text

UNIQUE

Distinct	4921
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	38.6 KiB

Length

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

Characters and Unicode

Total characters	108262
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	4921 ?
Unique (%)	100.0%

Sample

1st row	3280000-203-2018-00003
2nd row	3390000-203-2019-00001
3rd row	3350000-203-2019-00001
4th row	3390000-203-2019-00002
5th row	3390000-203-2019-00003

Value	Count	Frequency (%)
3280000-203-2018-00003	1	< 0.1%
3380000-203-2007-00008	1	< 0.1%
3350000-203-2012-00003	1	< 0.1%
3350000-203-2011-00001	1	< 0.1%
3380000-203-1998-00009	1	< 0.1%
3380000-203-1969-00001	1	< 0.1%
3380000-203-1989-00014	1	< 0.1%
3380000-203-1996-00007	1	< 0.1%
3380000-203-1994-00007	1	< 0.1%
3380000-203-2002-00004	1	< 0.1%
Other values (4911)	4911	99.8%

Most occurring characters

Value	Count	Frequency (%)
0	43261	40.0%
3	15457	14.3%
-	14763	13.6%
2	10889	10.1%
1	6163	5.7%
9	6021	5.6%
8	2657	2.5%
7	2444	2.3%
4	2331	2.2%
5	2139	2.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	93499	86.4%
Dash Punctuation	14763	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	43261	46.3%
3	15457	16.5%
2	10889	11.6%
1	6163	6.6%
9	6021	6.4%
8	2657	2.8%
7	2444	2.6%
4	2331	2.5%
5	2139	2.3%
6	2137	2.3%

Dash Punctuation

Value	Count	Frequency (%)
-	14763	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	108262	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	43261	40.0%
3	15457	14.3%
-	14763	13.6%
2	10889	10.1%
1	6163	5.7%
9	6021	5.6%
8	2657	2.5%
7	2444	2.3%
4	2331	2.2%
5	2139	2.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	108262	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	43261	40.0%
3	15457	14.3%
-	14763	13.6%
2	10889	10.1%
1	6163	5.7%
9	6021	5.6%
8	2657	2.5%
7	2444	2.3%
4	2331	2.2%
5	2139	2.0%

인허가일자
Real number (ℝ)

SKEWED

Distinct	3650
Distinct (%)	74.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19958821

Minimum	9710223
Maximum	20210330
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.4 KiB

Quantile statistics

Minimum	9710223
5-th percentile	19691125
Q1	19880105
median	19980428
Q3	20051220
95-th percentile	20170818
Maximum	20210330
Range	10500107
Interquartile range (IQR)	171115

Descriptive statistics

Standard deviation	201153.22
Coefficient of variation (CV)	0.010078412
Kurtosis	1368.8196
Mean	19958821
Median Absolute Deviation (MAD)	89999
Skewness	-27.018028
Sum	9.821736 × 10¹⁰
Variance	4.0462617 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19770830	35	0.7%
19660301	35	0.7%
20000420	19	0.4%
20020506	17	0.3%
20000623	13	0.3%
19630630	9	0.2%
20030224	9	0.2%
19721129	7	0.1%
20030410	7	0.1%
20010714	6	0.1%
Other values (3640)	4764	96.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9710223	1	< 0.1%
19300722	1	< 0.1%
19610922	1	< 0.1%
19621202	1	< 0.1%
19630110	6	0.1%
19630522	1	< 0.1%
19630525	1	< 0.1%
19630529	4	0.1%
19630601	1	< 0.1%
19630622	1	< 0.1%

Value	Count	Frequency (%)
20210330	1	< 0.1%
20210324	1	< 0.1%
20210323	1	< 0.1%
20210318	1	< 0.1%
20210310	2	< 0.1%
20210309	1	< 0.1%
20210305	1	< 0.1%
20210304	1	< 0.1%
20210303	3	0.1%
20210302	1	< 0.1%

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4921
Missing (%)	100.0%
Memory size	43.4 KiB

영업상태구분코드
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.6 KiB

3	3595
1	1326

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	3595	73.1%
1	1326	26.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	3595	73.1%
1	1326	26.9%

영업상태명
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.6 KiB

폐업	3595
영업/정상	1326

Length

Max length	5
Median length	2
Mean length	2.8083723
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	3595	73.1%
영업/정상	1326	26.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	3595	73.1%
영업/정상	1326	26.9%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.6 KiB

2	3595
1	1326

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	3595	73.1%
1	1326	26.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	3595	73.1%
1	1326	26.9%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.6 KiB

폐업	3595
영업	1326

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	3595	73.1%
영업	1326	26.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	3595	73.1%
영업	1326	26.9%

폐업일자
Real number (ℝ)

MISSING SKEWED

Distinct	2275
Distinct (%)	63.3%
Missing	1326
Missing (%)	26.9%
Infinite	0
Infinite (%)	0.0%
Mean	20066453

Minimum	2019071
Maximum	20800812
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.4 KiB

Quantile statistics

Minimum	2019071
5-th percentile	20000119
Q1	20040504
median	20070619
Q3	20130625
95-th percentile	20190525
Maximum	20800812
Range	18781741
Interquartile range (IQR)	90120.5

Descriptive statistics

Standard deviation	453990.34
Coefficient of variation (CV)	0.022624345
Kurtosis	904.00193
Mean	20066453
Median Absolute Deviation (MAD)	39904
Skewness	-28.169333
Sum	7.2138897 × 10¹⁰
Variance	2.0610723 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20030715	58	1.2%
20050214	41	0.8%
20031213	36	0.7%
20020222	33	0.7%
20030305	33	0.7%
20030221	32	0.7%
20030101	17	0.3%
20051011	16	0.3%
20061226	13	0.3%
20030215	13	0.3%
Other values (2265)	3303	67.1%
(Missing)	1326	26.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2019071	1	< 0.1%
11111111	5	0.1%
19931124	1	< 0.1%
19950206	1	< 0.1%
19950210	1	< 0.1%
19950331	1	< 0.1%
19950413	1	< 0.1%
19950515	1	< 0.1%
19950818	1	< 0.1%
19950828	1	< 0.1%

Value	Count	Frequency (%)
20800812	1	< 0.1%
20210329	1	< 0.1%
20210322	2	< 0.1%
20210317	1	< 0.1%
20210316	1	< 0.1%
20210315	1	< 0.1%
20210311	1	< 0.1%
20210309	1	< 0.1%
20210302	1	< 0.1%
20210225	1	< 0.1%

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4921
Missing (%)	100.0%
Memory size	43.4 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4921
Missing (%)	100.0%
Memory size	43.4 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4921
Missing (%)	100.0%
Memory size	43.4 KiB

소재지전화
Text

MISSING

Distinct	2874
Distinct (%)	81.9%
Missing	1410
Missing (%)	28.7%
Memory size	38.6 KiB

Length

Max length	12
Median length	11
Mean length	9.9404728
Min length	3

Characters and Unicode

Total characters	34901
Distinct characters	12
Distinct categories	3 ?
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	2725 ?
Unique (%)	77.6%

Sample

1st row	051 727 5320
2nd row	051 728 3988
3rd row	051 364 2651
4th row	051 7549944
5th row	051 7596288

Value	Count	Frequency (%)
051	3301	48.3%
893	8	0.1%
554	8	0.1%
754	6	0.1%
292	6	0.1%
868	6	0.1%
727	6	0.1%
051643	6	0.1%
724	5	0.1%
243	5	0.1%
Other values (3076)	3482	50.9%

Most occurring characters

Value	Count	Frequency (%)
5	6048	17.3%
1	5286	15.1%
0	5188	14.9%
	3344	9.6%
2	2844	8.1%
4	2312	6.6%
6	2243	6.4%
3	2210	6.3%
7	2077	6.0%
8	1971	5.6%
Other values (2)	1378	3.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	31555	90.4%
Space Separator	3344	9.6%
Dash Punctuation	2	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	6048	19.2%
1	5286	16.8%
0	5188	16.4%
2	2844	9.0%
4	2312	7.3%
6	2243	7.1%
3	2210	7.0%
7	2077	6.6%
8	1971	6.2%
9	1376	4.4%

Space Separator

Value	Count	Frequency (%)
	3344	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	34901	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	6048	17.3%
1	5286	15.1%
0	5188	14.9%
	3344	9.6%
2	2844	8.1%
4	2312	6.6%
6	2243	6.4%
3	2210	6.3%
7	2077	6.0%
8	1971	5.6%
Other values (2)	1378	3.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	34901	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	6048	17.3%
1	5286	15.1%
0	5188	14.9%
	3344	9.6%
2	2844	8.1%
4	2312	6.6%
6	2243	6.4%
3	2210	6.3%
7	2077	6.0%
8	1971	5.6%
Other values (2)	1378	3.9%

소재지면적
Text

Distinct	2132
Distinct (%)	43.6%
Missing	34
Missing (%)	0.7%
Memory size	38.6 KiB

Length

Max length	8
Median length	5
Mean length	4.6324944
Min length	3

Characters and Unicode

Total characters	22639
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	1377 ?
Unique (%)	28.2%

Sample

1st row	10.12
2nd row	34.99
3rd row	42.80
4th row	62.07
5th row	16.91

Value	Count	Frequency (%)
00	493	10.1%
10.00	50	1.0%
9.00	50	1.0%
12.00	43	0.9%
15.00	37	0.8%
8.40	33	0.7%
8.00	32	0.7%
18.00	31	0.6%
6.00	29	0.6%
20.00	27	0.6%
Other values (2122)	4062	83.1%

Most occurring characters

Value	Count	Frequency (%)
.	4887	21.6%
0	4472	19.8%
1	2288	10.1%
2	2178	9.6%
5	1425	6.3%
3	1416	6.3%
8	1408	6.2%
4	1294	5.7%
6	1273	5.6%
9	1005	4.4%
Other values (2)	993	4.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	17748	78.4%
Other Punctuation	4891	21.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4472	25.2%
1	2288	12.9%
2	2178	12.3%
5	1425	8.0%
3	1416	8.0%
8	1408	7.9%
4	1294	7.3%
6	1273	7.2%
9	1005	5.7%
7	989	5.6%

Other Punctuation

Value	Count	Frequency (%)
.	4887	99.9%
,	4	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	22639	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	4887	21.6%
0	4472	19.8%
1	2288	10.1%
2	2178	9.6%
5	1425	6.3%
3	1416	6.3%
8	1408	6.2%
4	1294	5.7%
6	1273	5.6%
9	1005	4.4%
Other values (2)	993	4.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	22639	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	4887	21.6%
0	4472	19.8%
1	2288	10.1%
2	2178	9.6%
5	1425	6.3%
3	1416	6.3%
8	1408	6.2%
4	1294	5.7%
6	1273	5.6%
9	1005	4.4%
Other values (2)	993	4.4%

소재지우편번호
Real number (ℝ)

Distinct	777
Distinct (%)	15.9%
Missing	24
Missing (%)	0.5%
Infinite	0
Infinite (%)	0.0%
Mean	610454.77

Minimum	600011
Maximum	619953
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.4 KiB

Quantile statistics

Minimum	600011
5-th percentile	601812
Q1	606070
median	609852
Q3	614826
95-th percentile	617833
Maximum	619953
Range	19942
Interquartile range (IQR)	8756

Descriptive statistics

Standard deviation	5291.1534
Coefficient of variation (CV)	0.0086675601
Kurtosis	-1.0156941
Mean	610454.77
Median Absolute Deviation (MAD)	4962
Skewness	-0.18922633
Sum	2.989397 × 10⁹
Variance	27996305
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
607833	31	0.6%
616801	28	0.6%
601829	28	0.6%
604851	27	0.5%
612847	26	0.5%
607826	24	0.5%
616807	24	0.5%
611803	23	0.5%
617818	22	0.4%
604813	22	0.4%
Other values (767)	4642	94.3%
(Missing)	24	0.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
600011	2	< 0.1%
600012	8	0.2%
600013	2	< 0.1%
600014	2	< 0.1%
600015	1	< 0.1%
600021	4	0.1%
600022	3	0.1%
600023	3	0.1%
600024	1	< 0.1%
600025	4	0.1%

Value	Count	Frequency (%)
619953	3	0.1%
619952	6	0.1%
619951	5	0.1%
619950	1	< 0.1%
619913	3	0.1%
619912	5	0.1%
619911	6	0.1%
619906	9	0.2%
619905	14	0.3%
619904	2	< 0.1%

소재지전체주소
Text

Distinct	4349
Distinct (%)	88.4%
Missing	3
Missing (%)	0.1%
Memory size	38.6 KiB

Length

Max length	58
Median length	48
Mean length	23.600041
Min length	6

Characters and Unicode

Total characters	116065
Distinct characters	374
Distinct categories	10 ?
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	3914 ?
Unique (%)	79.6%

Sample

1st row	부산광역시 영도구 동삼동 1123-7
2nd row	부산광역시 사상구 학장동 574-57번지 학장동2차삼성아파트상가 205호
3rd row	부산광역시 금정구 서동 118-27번지
4th row	부산광역시 사상구 주례동 507-1번지
5th row	부산광역시 사상구 엄궁동 266번지

Value	Count	Frequency (%)
부산광역시	4917	22.3%
t통b반	763	3.5%
부산진구	504	2.3%
사하구	498	2.3%
동래구	420	1.9%
북구	411	1.9%
해운대구	393	1.8%
금정구	384	1.7%
사상구	332	1.5%
연제구	329	1.5%
Other values (4734)	13099	59.4%

Most occurring characters

Value	Count	Frequency (%)
	17136	14.8%
산	5833	5.0%
동	5782	5.0%
부	5780	5.0%
광	5088	4.4%
1	5059	4.4%
구	5051	4.4%
시	4945	4.3%
역	4923	4.2%
지	4729	4.1%
Other values (364)	51739	44.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	68946	59.4%
Decimal Number	23413	20.2%
Space Separator	17136	14.8%
Dash Punctuation	4471	3.9%
Uppercase Letter	1573	1.4%
Open Punctuation	218	0.2%
Close Punctuation	217	0.2%
Other Punctuation	88	0.1%
Math Symbol	2	< 0.1%
Lowercase Letter	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
산	5833	8.5%
동	5782	8.4%
부	5780	8.4%
광	5088	7.4%
구	5051	7.3%
시	4945	7.2%
역	4923	7.1%
지	4729	6.9%
번	4530	6.6%
사	946	1.4%
Other values (331)	21339	31.0%

Uppercase Letter

Value	Count	Frequency (%)
B	783	49.8%
T	766	48.7%
A	10	0.6%
L	3	0.2%
F	2	0.1%
C	2	0.1%
G	2	0.1%
S	1	0.1%
P	1	0.1%
O	1	0.1%
Other values (2)	2	0.1%

Decimal Number

Value	Count	Frequency (%)
1	5059	21.6%
2	3160	13.5%
3	2705	11.6%
4	2233	9.5%
5	2168	9.3%
6	1733	7.4%
0	1710	7.3%
8	1665	7.1%
7	1611	6.9%
9	1369	5.8%

Other Punctuation

Value	Count	Frequency (%)
,	76	86.4%
@	6	6.8%
/	3	3.4%
.	2	2.3%
&	1	1.1%

Space Separator

Value	Count	Frequency (%)
	17136	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	4471	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	218	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	217	100.0%

Math Symbol

Value	Count	Frequency (%)
~	2	100.0%

Lowercase Letter

Value	Count	Frequency (%)
e	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	68944	59.4%
Common	45545	39.2%
Latin	1574	1.4%
Han	2	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
산	5833	8.5%
동	5782	8.4%
부	5780	8.4%
광	5088	7.4%
구	5051	7.3%
시	4945	7.2%
역	4923	7.1%
지	4729	6.9%
번	4530	6.6%
사	946	1.4%
Other values (330)	21337	30.9%

Common

Value	Count	Frequency (%)
	17136	37.6%
1	5059	11.1%
-	4471	9.8%
2	3160	6.9%
3	2705	5.9%
4	2233	4.9%
5	2168	4.8%
6	1733	3.8%
0	1710	3.8%
8	1665	3.7%
Other values (10)	3505	7.7%

Latin

Value	Count	Frequency (%)
B	783	49.7%
T	766	48.7%
A	10	0.6%
L	3	0.2%
F	2	0.1%
C	2	0.1%
G	2	0.1%
S	1	0.1%
P	1	0.1%
O	1	0.1%
Other values (3)	3	0.2%

Han

Value	Count	Frequency (%)
內	2	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	68944	59.4%
ASCII	47119	40.6%
CJK	2	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	17136	36.4%
1	5059	10.7%
-	4471	9.5%
2	3160	6.7%
3	2705	5.7%
4	2233	4.7%
5	2168	4.6%
6	1733	3.7%
0	1710	3.6%
8	1665	3.5%
Other values (23)	5079	10.8%

Hangul

Value	Count	Frequency (%)
산	5833	8.5%
동	5782	8.4%
부	5780	8.4%
광	5088	7.4%
구	5051	7.3%
시	4945	7.2%
역	4923	7.1%
지	4729	6.9%
번	4530	6.6%
사	946	1.4%
Other values (330)	21337	30.9%

CJK

Value	Count	Frequency (%)
內	2	100.0%

도로명전체주소
Text

MISSING

Distinct	2238
Distinct (%)	96.3%
Missing	2596
Missing (%)	52.8%
Memory size	38.6 KiB

Length

Max length	59
Median length	54
Mean length	28.699355
Min length	17

Characters and Unicode

Total characters	66726
Distinct characters	396
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	2159 ?
Unique (%)	92.9%

Sample

1st row	부산광역시 영도구 상리로 35 (동삼동)
2nd row	부산광역시 사상구 학감대로123번길 89, 학장동2차삼성아파트상가205호 (학장동)
3rd row	부산광역시 금정구 금사로 58-12, 1층 (서동)
4th row	부산광역시 사상구 가야대로 290-4, 2층 (주례동)
5th row	부산광역시 사상구 엄궁북로4번가길 17 (엄궁동, 진주식육점)

Value	Count	Frequency (%)
부산광역시	2325	17.9%
1층	283	2.2%
부산진구	269	2.1%
동래구	226	1.7%
사하구	213	1.6%
사상구	188	1.5%
금정구	187	1.4%
해운대구	181	1.4%
남구	164	1.3%
북구	153	1.2%
Other values (2644)	8773	67.7%

Most occurring characters

Value	Count	Frequency (%)
	10641	15.9%
동	3013	4.5%
부	2838	4.3%
산	2800	4.2%
1	2524	3.8%
광	2438	3.7%
시	2435	3.6%
구	2411	3.6%
역	2329	3.5%
)	2292	3.4%
Other values (386)	33005	49.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	39807	59.7%
Space Separator	10641	15.9%
Decimal Number	10172	15.2%
Close Punctuation	2292	3.4%
Open Punctuation	2292	3.4%
Other Punctuation	1055	1.6%
Dash Punctuation	427	0.6%
Uppercase Letter	37	0.1%
Math Symbol	2	< 0.1%
Lowercase Letter	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	3013	7.6%
부	2838	7.1%
산	2800	7.0%
광	2438	6.1%
시	2435	6.1%
구	2411	6.1%
역	2329	5.9%
로	2243	5.6%
길	1270	3.2%
번	1204	3.0%
Other values (356)	16826	42.3%

Decimal Number

Value	Count	Frequency (%)
1	2524	24.8%
2	1560	15.3%
3	1190	11.7%
4	873	8.6%
5	806	7.9%
0	718	7.1%
6	687	6.8%
7	651	6.4%
8	608	6.0%
9	555	5.5%

Uppercase Letter

Value	Count	Frequency (%)
B	19	51.4%
T	6	16.2%
A	6	16.2%
L	1	2.7%
S	1	2.7%
H	1	2.7%
F	1	2.7%
C	1	2.7%
E	1	2.7%

Other Punctuation

Value	Count	Frequency (%)
,	1042	98.8%
/	5	0.5%
@	5	0.5%
.	2	0.2%
&	1	0.1%

Space Separator

Value	Count	Frequency (%)
	10641	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2292	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2292	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	427	100.0%

Math Symbol

Value	Count	Frequency (%)
~	2	100.0%

Lowercase Letter

Value	Count	Frequency (%)
e	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	39807	59.7%
Common	26881	40.3%
Latin	38	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	3013	7.6%
부	2838	7.1%
산	2800	7.0%
광	2438	6.1%
시	2435	6.1%
구	2411	6.1%
역	2329	5.9%
로	2243	5.6%
길	1270	3.2%
번	1204	3.0%
Other values (356)	16826	42.3%

Common

Value	Count	Frequency (%)
	10641	39.6%
1	2524	9.4%
)	2292	8.5%
(	2292	8.5%
2	1560	5.8%
3	1190	4.4%
,	1042	3.9%
4	873	3.2%
5	806	3.0%
0	718	2.7%
Other values (10)	2943	10.9%

Latin

Value	Count	Frequency (%)
B	19	50.0%
T	6	15.8%
A	6	15.8%
L	1	2.6%
S	1	2.6%
H	1	2.6%
F	1	2.6%
C	1	2.6%
e	1	2.6%
E	1	2.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	39807	59.7%
ASCII	26919	40.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	10641	39.5%
1	2524	9.4%
)	2292	8.5%
(	2292	8.5%
2	1560	5.8%
3	1190	4.4%
,	1042	3.9%
4	873	3.2%
5	806	3.0%
0	718	2.7%
Other values (20)	2981	11.1%

Hangul

Value	Count	Frequency (%)
동	3013	7.6%
부	2838	7.1%
산	2800	7.0%
광	2438	6.1%
시	2435	6.1%
구	2411	6.1%
역	2329	5.9%
로	2243	5.6%
길	1270	3.2%
번	1204	3.0%
Other values (356)	16826	42.3%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	1156
Distinct (%)	50.9%
Missing	2649
Missing (%)	53.8%
Infinite	0
Infinite (%)	0.0%
Mean	47827.301

Minimum	46002
Maximum	49525
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.4 KiB

Quantile statistics

Minimum	46002
5-th percentile	46242
Q1	47008.75
median	47802
Q3	48725.25
95-th percentile	49407
Maximum	49525
Range	3523
Interquartile range (IQR)	1716.5

Descriptive statistics

Standard deviation	1011.3852
Coefficient of variation (CV)	0.021146608
Kurtosis	-1.1147454
Mean	47827.301
Median Absolute Deviation (MAD)	805
Skewness	0.017290585
Sum	1.0866363 × 10⁸
Variance	1022900
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
49256	12	0.2%
47709	11	0.2%
46219	9	0.2%
49476	9	0.2%
47603	7	0.1%
48095	7	0.1%
49217	7	0.1%
48501	7	0.1%
47511	7	0.1%
48445	7	0.1%
Other values (1146)	2189	44.5%
(Missing)	2649	53.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
46002	3	0.1%
46007	2	< 0.1%
46008	1	< 0.1%
46013	1	< 0.1%
46015	3	0.1%
46017	2	< 0.1%
46019	1	< 0.1%
46020	1	< 0.1%
46021	1	< 0.1%
46022	2	< 0.1%

Value	Count	Frequency (%)
49525	1	< 0.1%
49524	2	< 0.1%
49522	2	< 0.1%
49521	1	< 0.1%
49518	5	0.1%
49516	1	< 0.1%
49515	4	0.1%
49514	1	< 0.1%
49511	5	0.1%
49509	1	< 0.1%

사업장명
Text

Distinct	3334
Distinct (%)	67.8%
Missing	0
Missing (%)	0.0%
Memory size	38.6 KiB

Length

Max length	32
Median length	26
Mean length	4.768543
Min length	1

Characters and Unicode

Total characters	23466
Distinct characters	569
Distinct categories	11 ?
Distinct scripts	4 ?
Distinct blocks	4 ?

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

Unique

Unique	2653 ?
Unique (%)	53.9%

Sample

1st row	대광 이발
2nd row	퀀즈헤나
3rd row	태후사랑
4th row	퀸즈헤나
5th row	엄궁퀀즈헤나교실

Value	Count	Frequency (%)
이용원	369	6.5%
구내	53	0.9%
컷트실	50	0.9%
구내이용원	41	0.7%
현대	36	0.6%
제일	28	0.5%
우리	28	0.5%
블루클럽	24	0.4%
캇트실	23	0.4%
구내이용	23	0.4%
Other values (3195)	5022	88.2%

Most occurring characters

Value	Count	Frequency (%)
이	2094	8.9%
용	2022	8.6%
원	1936	8.3%
탕	977	4.2%
내	844	3.6%
	777	3.3%
구	583	2.5%
성	471	2.0%
트	403	1.7%
대	387	1.6%
Other values (559)	12972	55.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	22225	94.7%
Space Separator	777	3.3%
Uppercase Letter	146	0.6%
Lowercase Letter	125	0.5%
Close Punctuation	65	0.3%
Open Punctuation	65	0.3%
Decimal Number	35	0.1%
Other Punctuation	20	0.1%
Dash Punctuation	6	< 0.1%
Modifier Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
이	2094	9.4%
용	2022	9.1%
원	1936	8.7%
탕	977	4.4%
내	844	3.8%
구	583	2.6%
성	471	2.1%
트	403	1.8%
대	387	1.7%
수	343	1.5%
Other values (499)	12165	54.7%

Uppercase Letter

Value	Count	Frequency (%)
B	19	13.0%
O	13	8.9%
H	11	7.5%
R	10	6.8%
E	10	6.8%
A	9	6.2%
S	9	6.2%
M	8	5.5%
L	7	4.8%
N	7	4.8%
Other values (12)	43	29.5%

Lowercase Letter

Value	Count	Frequency (%)
r	17	13.6%
e	15	12.0%
b	11	8.8%
a	10	8.0%
s	10	8.0%
h	9	7.2%
o	9	7.2%
i	8	6.4%
u	6	4.8%
g	6	4.8%
Other values (8)	24	19.2%

Decimal Number

Value	Count	Frequency (%)
2	11	31.4%
1	9	25.7%
8	8	22.9%
5	3	8.6%
9	2	5.7%
4	1	2.9%
3	1	2.9%

Other Punctuation

Value	Count	Frequency (%)
.	10	50.0%
&	4	20.0%
,	2	10.0%
'	1	5.0%
#	1	5.0%
·	1	5.0%
:	1	5.0%

Space Separator

Value	Count	Frequency (%)
	777	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	65	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	65	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	6	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	1	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	22222	94.7%
Common	970	4.1%
Latin	271	1.2%
Han	3	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
이	2094	9.4%
용	2022	9.1%
원	1936	8.7%
탕	977	4.4%
내	844	3.8%
구	583	2.6%
성	471	2.1%
트	403	1.8%
대	387	1.7%
수	343	1.5%
Other values (496)	12162	54.7%

Latin

Value	Count	Frequency (%)
B	19	7.0%
r	17	6.3%
e	15	5.5%
O	13	4.8%
b	11	4.1%
H	11	4.1%
R	10	3.7%
E	10	3.7%
a	10	3.7%
s	10	3.7%
Other values (30)	145	53.5%

Common

Value	Count	Frequency (%)
	777	80.1%
)	65	6.7%
(	65	6.7%
2	11	1.1%
.	10	1.0%
1	9	0.9%
8	8	0.8%
-	6	0.6%
&	4	0.4%
5	3	0.3%
Other values (10)	12	1.2%

Han

Value	Count	Frequency (%)
子	1	33.3%
男	1	33.3%
秀	1	33.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	22222	94.7%
ASCII	1240	5.3%
CJK	3	< 0.1%
None	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
이	2094	9.4%
용	2022	9.1%
원	1936	8.7%
탕	977	4.4%
내	844	3.8%
구	583	2.6%
성	471	2.1%
트	403	1.8%
대	387	1.7%
수	343	1.5%
Other values (496)	12162	54.7%

ASCII

Value	Count	Frequency (%)
	777	62.7%
)	65	5.2%
(	65	5.2%
B	19	1.5%
r	17	1.4%
e	15	1.2%
O	13	1.0%
b	11	0.9%
H	11	0.9%
2	11	0.9%
Other values (49)	236	19.0%

CJK

Value	Count	Frequency (%)
子	1	33.3%
男	1	33.3%
秀	1	33.3%

None

Value	Count	Frequency (%)
·	1	100.0%

최종수정시점
Real number (ℝ)

Distinct	3308
Distinct (%)	67.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0095811 × 10¹³

Minimum	1.9990218 × 10¹³
Maximum	2.0210331 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.4 KiB

Quantile statistics

Minimum	1.9990218 × 10¹³
5-th percentile	1.9990626 × 10¹³
Q1	2.0031027 × 10¹³
median	2.0080317 × 10¹³
Q3	2.0160905 × 10¹³
95-th percentile	2.020112 × 10¹³
Maximum	2.0210331 × 10¹³
Range	2.2011317 × 10¹¹
Interquartile range (IQR)	1.2987816 × 10¹¹

Descriptive statistics

Standard deviation	6.8570969 × 10¹⁰
Coefficient of variation (CV)	0.0034122021
Kurtosis	-1.3538606
Mean	2.0095811 × 10¹³
Median Absolute Deviation (MAD)	5.0005135 × 10¹⁰
Skewness	0.26455535
Sum	9.8891487 × 10¹⁶
Variance	4.7019779 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20030211000000	57	1.2%
20070501000000	49	1.0%
20031215000000	38	0.8%
20020424000000	38	0.8%
20030311000000	37	0.8%
19990428000000	35	0.7%
20020423000000	34	0.7%
20030318000000	33	0.7%
20030221000000	33	0.7%
20030616000000	31	0.6%
Other values (3298)	4536	92.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19990218000000	1	< 0.1%
19990223000000	4	0.1%
19990224000000	1	< 0.1%
19990225000000	3	0.1%
19990302000000	11	0.2%
19990303000000	11	0.2%
19990304000000	20	0.4%
19990308000000	15	0.3%
19990309000000	5	0.1%
19990310000000	18	0.4%

Value	Count	Frequency (%)
20210331170502	1	< 0.1%
20210330165802	1	< 0.1%
20210329101926	1	< 0.1%
20210324102256	1	< 0.1%
20210324101915	1	< 0.1%
20210322180239	1	< 0.1%
20210322165604	1	< 0.1%
20210318135628	1	< 0.1%
20210317154704	1	< 0.1%
20210317154655	1	< 0.1%

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.6 KiB

I	4118
U	803

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	I
4th row	U
5th row	U

Common Values

Value	Count	Frequency (%)
I	4118	83.7%
U	803	16.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	4118	83.7%
u	803	16.3%

데이터갱신일자
Date

Distinct	403
Distinct (%)	8.2%
Missing	0
Missing (%)	0.0%
Memory size	38.6 KiB

Minimum	2018-08-31 23:59:59
Maximum	2021-04-02 02:40:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.6 KiB

일반이용업	4857
이용업 기타	40
일반미용업	23
<NA>	1

Length

Max length	6
Median length	5
Mean length	5.0079252
Min length	4

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	일반이용업
2nd row	이용업 기타
3rd row	이용업 기타
4th row	일반이용업
5th row	이용업 기타

Common Values

Value	Count	Frequency (%)
일반이용업	4857	98.7%
이용업 기타	40	0.8%
일반미용업	23	0.5%
<NA>	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반이용업	4857	97.9%
이용업	40	0.8%
기타	40	0.8%
일반미용업	23	0.5%
na	1	< 0.1%

좌표정보(x)
Real number (ℝ)

MISSING

Distinct	3543
Distinct (%)	78.1%
Missing	387
Missing (%)	7.9%
Infinite	0
Infinite (%)	0.0%
Mean	387476.96

Minimum	365567.31
Maximum	407739.05
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.4 KiB

Quantile statistics

Minimum	365567.31
5-th percentile	379535.85
Q1	383509.99
median	387767.61
Q3	390952.27
95-th percentile	396566.02
Maximum	407739.05
Range	42171.732
Interquartile range (IQR)	7442.2885

Descriptive statistics

Standard deviation	5366.7864
Coefficient of variation (CV)	0.013850595
Kurtosis	0.59319905
Mean	387476.96
Median Absolute Deviation (MAD)	3664.9009
Skewness	0.11322168
Sum	1.7568205 × 10⁹
Variance	28802396
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
400730.067993635	8	0.2%
388911.5369095	7	0.1%
392333.26238725	6	0.1%
382867.341996368	6	0.1%
381376.053716185	6	0.1%
383226.095097284	6	0.1%
379140.640735214	5	0.1%
387395.906194984	5	0.1%
382223.343951843	5	0.1%
392883.03399356	5	0.1%
Other values (3533)	4475	90.9%
(Missing)	387	7.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
365567.314347802	1	< 0.1%
365644.37444583	1	< 0.1%
366820.787750249	2	< 0.1%
367094.33981503	2	< 0.1%
367741.522165263	1	< 0.1%
367817.892752005	2	< 0.1%
367848.653623532	1	< 0.1%
370678.90382152	2	< 0.1%
370718.68095386	1	< 0.1%
370949.59316783	1	< 0.1%

Value	Count	Frequency (%)
407739.046710947	3	0.1%
407530.734153914	2	< 0.1%
407147.657910169	1	< 0.1%
407041.865710589	1	< 0.1%
405392.621531798	1	< 0.1%
405392.303791546	1	< 0.1%
405390.19530521	1	< 0.1%
405172.859381319	2	< 0.1%
403998.423742534	1	< 0.1%
403520.239041375	1	< 0.1%

좌표정보(y)
Real number (ℝ)

MISSING

Distinct	3544
Distinct (%)	78.2%
Missing	387
Missing (%)	7.9%
Infinite	0
Infinite (%)	0.0%
Mean	186851.92

Minimum	171356.38
Maximum	206164.58
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.4 KiB

Quantile statistics

Minimum	171356.38
5-th percentile	178123.3
Q1	181996.4
median	187062.88
Q3	191096.05
95-th percentile	195809.02
Maximum	206164.58
Range	34808.197
Interquartile range (IQR)	9099.6482

Descriptive statistics

Standard deviation	5705.0688
Coefficient of variation (CV)	0.030532568
Kurtosis	-0.31702348
Mean	186851.92
Median Absolute Deviation (MAD)	4358.8805
Skewness	0.13493704
Sum	8.4718659 × 10⁸
Variance	32547810
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
189145.674198705	8	0.2%
189958.23076541	7	0.1%
192077.564796439	6	0.1%
189006.221241803	6	0.1%
191452.16648903	6	0.1%
190804.667916156	6	0.1%
180128.072887035	5	0.1%
194837.216911232	5	0.1%
190370.669695795	5	0.1%
182777.347387507	5	0.1%
Other values (3534)	4475	90.9%
(Missing)	387	7.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
171356.377819897	1	< 0.1%
171745.287844766	1	< 0.1%
173914.718015169	2	< 0.1%
173969.719902491	1	< 0.1%
174068.494334685	1	< 0.1%
174097.616386311	2	< 0.1%
174101.406639044	1	< 0.1%
174279.164266	2	< 0.1%
174307.148168245	3	0.1%
174330.963124212	1	< 0.1%

Value	Count	Frequency (%)
206164.575140106	1	< 0.1%
205995.903772118	2	< 0.1%
205709.503717342	2	< 0.1%
205678.034061751	2	< 0.1%
205671.36729929	3	0.1%
205473.9857853	1	< 0.1%
205441.669345456	1	< 0.1%
205178.593355644	1	< 0.1%
205097.400941024	1	< 0.1%
205095.722992576	1	< 0.1%

위생업태명
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.6 KiB

일반이용업	4857
이용업 기타	40
일반미용업	23
<NA>	1

Length

Max length	6
Median length	5
Mean length	5.0079252
Min length	4

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	일반이용업
2nd row	이용업 기타
3rd row	이용업 기타
4th row	일반이용업
5th row	이용업 기타

Common Values

Value	Count	Frequency (%)
일반이용업	4857	98.7%
이용업 기타	40	0.8%
일반미용업	23	0.5%
<NA>	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반이용업	4857	97.9%
이용업	40	0.8%
기타	40	0.8%
일반미용업	23	0.5%
na	1	< 0.1%

건물지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	32
Distinct (%)	1.0%
Missing	1727
Missing (%)	35.1%
Infinite	0
Infinite (%)	0.0%
Mean	2.5078272

Minimum	0
Maximum	42
Zeros	1208
Zeros (%)	24.5%
Negative	0
Negative (%)	0.0%
Memory size	43.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	4
95-th percentile	7
Maximum	42
Range	42
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	3.329974
Coefficient of variation (CV)	1.3278323
Kurtosis	29.229943
Mean	2.5078272
Median Absolute Deviation (MAD)	2
Skewness	3.967477
Sum	8010
Variance	11.088727
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
0	1208	24.5%
3	480	9.8%
4	420	8.5%
2	407	8.3%
5	234	4.8%
1	167	3.4%
6	88	1.8%
7	53	1.1%
8	28	0.6%
9	25	0.5%
Other values (22)	84	1.7%
(Missing)	1727	35.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1208	24.5%
1	167	3.4%
2	407	8.3%
3	480	9.8%
4	420	8.5%
5	234	4.8%
6	88	1.8%
7	53	1.1%
8	28	0.6%
9	25	0.5%

Value	Count	Frequency (%)
42	2	< 0.1%
37	1	< 0.1%
34	1	< 0.1%
32	1	< 0.1%
30	1	< 0.1%
29	1	< 0.1%
28	1	< 0.1%
25	2	< 0.1%
23	1	< 0.1%
22	1	< 0.1%

건물지하층수
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	10
Distinct (%)	0.4%
Missing	2229
Missing (%)	45.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.52600297

Minimum	0
Maximum	208
Zeros	1721
Zeros (%)	35.0%
Negative	0
Negative (%)	0.0%
Memory size	43.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	1
Maximum	208
Range	208
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	4.0770715
Coefficient of variation (CV)	7.7510427
Kurtosis	2494.6336
Mean	0.52600297
Median Absolute Deviation (MAD)	0
Skewness	49.038579
Sum	1416
Variance	16.622512
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	1721	35.0%
1	839	17.0%
2	84	1.7%
3	22	0.4%
5	13	0.3%
4	6	0.1%
6	4	0.1%
208	1	< 0.1%
15	1	< 0.1%
7	1	< 0.1%
(Missing)	2229	45.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1721	35.0%
1	839	17.0%
2	84	1.7%
3	22	0.4%
4	6	0.1%
5	13	0.3%
6	4	0.1%
7	1	< 0.1%
15	1	< 0.1%
208	1	< 0.1%

Value	Count	Frequency (%)
208	1	< 0.1%
15	1	< 0.1%
7	1	< 0.1%
6	4	0.1%
5	13	0.3%
4	6	0.1%
3	22	0.4%
2	84	1.7%
1	839	17.0%
0	1721	35.0%

사용시작지상층
Real number (ℝ)

MISSING ZEROS

Distinct	13
Distinct (%)	0.5%
Missing	2099
Missing (%)	42.7%
Infinite	0
Infinite (%)	0.0%
Mean	1.2586818

Minimum	0
Maximum	12
Zeros	1003
Zeros (%)	20.4%
Negative	0
Negative (%)	0.0%
Memory size	43.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	4
Maximum	12
Range	12
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.4055597
Coefficient of variation (CV)	1.1166919
Kurtosis	5.9813674
Mean	1.2586818
Median Absolute Deviation (MAD)	1
Skewness	1.8424094
Sum	3552
Variance	1.9755981
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
0	1003	20.4%
1	876	17.8%
2	510	10.4%
3	251	5.1%
4	90	1.8%
5	56	1.1%
6	19	0.4%
7	5	0.1%
10	4	0.1%
9	3	0.1%
Other values (3)	5	0.1%
(Missing)	2099	42.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1003	20.4%
1	876	17.8%
2	510	10.4%
3	251	5.1%
4	90	1.8%
5	56	1.1%
6	19	0.4%
7	5	0.1%
8	3	0.1%
9	3	0.1%

Value	Count	Frequency (%)
12	1	< 0.1%
11	1	< 0.1%
10	4	0.1%
9	3	0.1%
8	3	0.1%
7	5	0.1%
6	19	0.4%
5	56	1.1%
4	90	1.8%
3	251	5.1%

사용끝지상층
Real number (ℝ)

MISSING ZEROS

Distinct	11
Distinct (%)	0.5%
Missing	2727
Missing (%)	55.4%
Infinite	0
Infinite (%)	0.0%
Mean	1.4143118

Minimum	0
Maximum	10
Zeros	589
Zeros (%)	12.0%
Negative	0
Negative (%)	0.0%
Memory size	43.4 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	1.3576875
Coefficient of variation (CV)	0.95996339
Kurtosis	3.9712924
Mean	1.4143118
Median Absolute Deviation (MAD)	1
Skewness	1.517797
Sum	3103
Variance	1.8433154
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
1	759	15.4%
0	589	12.0%
2	477	9.7%
3	214	4.3%
4	81	1.6%
5	46	0.9%
6	15	0.3%
7	7	0.1%
10	3	0.1%
8	2	< 0.1%
(Missing)	2727	55.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	589	12.0%
1	759	15.4%
2	477	9.7%
3	214	4.3%
4	81	1.6%
5	46	0.9%
6	15	0.3%
7	7	0.1%
8	2	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
10	3	0.1%
9	1	< 0.1%
8	2	< 0.1%
7	7	0.1%
6	15	0.3%
5	46	0.9%
4	81	1.6%
3	214	4.3%
2	477	9.7%
1	759	15.4%

사용시작지하층
Categorical

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.6 KiB

<NA>	3068
0	1526
1	313
2	13
22	1

Length

Max length	4
Median length	4
Mean length	2.8705548
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	3068	62.3%
0	1526	31.0%
1	313	6.4%
2	13	0.3%
22	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3068	62.3%
0	1526	31.0%
1	313	6.4%
2	13	0.3%
22	1	< 0.1%

사용끝지하층
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.6 KiB

<NA>	3719
0	931
1	264
2	6
4	1

Length

Max length	4
Median length	4
Mean length	3.2672221
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	3719	75.6%
0	931	18.9%
1	264	5.4%
2	6	0.1%
4	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3719	75.6%
0	931	18.9%
1	264	5.4%
2	6	0.1%
4	1	< 0.1%

한실수
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.6 KiB

<NA>	2701
0	2220

Length

Max length	4
Median length	4
Mean length	2.6466165
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>	2701	54.9%
0	2220	45.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2701	54.9%
0	2220	45.1%

양실수
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.6 KiB

<NA>	2700
0	2220
38	1

Length

Max length	4
Median length	4
Mean length	2.6462101
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 (%)
<NA>	2700	54.9%
0	2220	45.1%
38	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2700	54.9%
0	2220	45.1%
38	1	< 0.1%

욕실수
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.6 KiB

<NA>	2700
0	2220
2	1

Length

Max length	4
Median length	4
Mean length	2.6460069
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 (%)
<NA>	2700	54.9%
0	2220	45.1%
2	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2700	54.9%
0	2220	45.1%
2	1	< 0.1%

발한실여부
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	< 0.1%
Missing	100
Missing (%)	2.0%
Memory size	9.7 KiB

False	4821
(Missing)	100

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	4821	98.0%
(Missing)	100	2.0%

의자수
Real number (ℝ)

MISSING ZEROS

Distinct	16
Distinct (%)	0.4%
Missing	606
Missing (%)	12.3%
Infinite	0
Infinite (%)	0.0%
Mean	3.1293163

Minimum	0
Maximum	24
Zeros	338
Zeros (%)	6.9%
Negative	0
Negative (%)	0.0%
Memory size	43.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	3
Q3	4
95-th percentile	8
Maximum	24
Range	24
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.1270408
Coefficient of variation (CV)	0.67971422
Kurtosis	3.3855995
Mean	3.1293163
Median Absolute Deviation (MAD)	1
Skewness	1.2810087
Sum	13503
Variance	4.5243026
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
2	1346	27.4%
3	884	18.0%
4	583	11.8%
0	338	6.9%
1	337	6.8%
5	262	5.3%
6	178	3.6%
7	168	3.4%
8	111	2.3%
9	66	1.3%
Other values (6)	42	0.9%
(Missing)	606	12.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	338	6.9%
1	337	6.8%
2	1346	27.4%
3	884	18.0%
4	583	11.8%
5	262	5.3%
6	178	3.6%
7	168	3.4%
8	111	2.3%
9	66	1.3%

Value	Count	Frequency (%)
24	1	< 0.1%
15	1	< 0.1%
13	1	< 0.1%
12	3	0.1%
11	6	0.1%
10	30	0.6%
9	66	1.3%
8	111	2.3%
7	168	3.4%
6	178	3.6%

조건부허가신고사유
Text

CONSTANT MISSING

Distinct	1
Distinct (%)	100.0%
Missing	4920
Missing (%)	> 99.9%
Memory size	38.6 KiB

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Characters and Unicode

Total characters	5
Distinct characters	5
Distinct categories	1 ?
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	1 ?
Unique (%)	100.0%

Sample

1st row	가설건축물

Value	Count	Frequency (%)
가설건축물	1	100.0%

Most occurring characters

Value	Count	Frequency (%)
가	1	20.0%
설	1	20.0%
건	1	20.0%
축	1	20.0%
물	1	20.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	5	100.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
가	1	20.0%
설	1	20.0%
건	1	20.0%
축	1	20.0%
물	1	20.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	5	100.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
가	1	20.0%
설	1	20.0%
건	1	20.0%
축	1	20.0%
물	1	20.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	5	100.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
가	1	20.0%
설	1	20.0%
건	1	20.0%
축	1	20.0%
물	1	20.0%

조건부허가시작일자
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.6 KiB

<NA>	4919
20050414	1
20050520	1

Length

Max length	8
Median length	4
Mean length	4.0016257
Min length	4

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>	4919	> 99.9%
20050414	1	< 0.1%
20050520	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4919	> 99.9%
20050414	1	< 0.1%
20050520	1	< 0.1%

조건부허가종료일자
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.6 KiB

<NA>	4919
20050414	1
20060425	1

Length

Max length	8
Median length	4
Mean length	4.0016257
Min length	4

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>	4919	> 99.9%
20050414	1	< 0.1%
20060425	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4919	> 99.9%
20050414	1	< 0.1%
20060425	1	< 0.1%

건물소유구분명
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.6 KiB

<NA>	3956
임대	937
자가	28

Length

Max length	4
Median length	4
Mean length	3.6078033
Min length	2

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>	3956	80.4%
임대	937	19.0%
자가	28	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3956	80.4%
임대	937	19.0%
자가	28	0.6%

세탁기수
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.6 KiB

<NA>	3359
0	1562

Length

Max length	4
Median length	4
Mean length	3.0477545
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>	3359	68.3%
0	1562	31.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3359	68.3%
0	1562	31.7%

여성종사자수
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.6 KiB

<NA>	4555
0	349
1	17

Length

Max length	4
Median length	4
Mean length	3.7768746
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	4555	92.6%
0	349	7.1%
1	17	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4555	92.6%
0	349	7.1%
1	17	0.3%

남성종사자수
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.6 KiB

<NA>	4544
0	344
1	32
2	1

Length

Max length	4
Median length	4
Mean length	3.7701687
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	4544	92.3%
0	344	7.0%
1	32	0.7%
2	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4544	92.3%
0	344	7.0%
1	32	0.7%
2	1	< 0.1%

회수건조수
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.6 KiB

<NA>	3541
0	1380

Length

Max length	4
Median length	4
Mean length	3.1587076
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>	3541	72.0%
0	1380	28.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3541	72.0%
0	1380	28.0%

침대수
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.6 KiB

<NA>	3559
0	1354
2	4
3	2
1	1

Length

Max length	4
Median length	4
Mean length	3.169681
Min length	1

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	3559	72.3%
0	1354	27.5%
2	4	0.1%
3	2	< 0.1%
1	1	< 0.1%
5	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3559	72.3%
0	1354	27.5%
2	4	0.1%
3	2	< 0.1%
1	1	< 0.1%
5	1	< 0.1%

다중이용업소여부
Boolean

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.9 KiB

False	4921

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	4921	100.0%

Unnamed: 50
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4921
Missing (%)	100.0%
Memory size	43.4 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	발한실여부	의자수	조건부허가신고사유	조건부허가시작일자	조건부허가종료일자	건물소유구분명	여성종사자수	남성종사자수	다중이용업소여부	Unnamed: 50
0	1	이용업	05_19_01_P	3280000	3280000-203-2018-00003	20181102	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	10.12	606080	부산광역시 영도구 동삼동 1123-7	부산광역시 영도구 상리로 35 (동삼동)	49089	대광 이발	20201217113628	U	2020-12-19 02:40:00.0	일반이용업	388546.159102	178137.194669	일반이용업	0	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
1	2	이용업	05_19_01_P	3390000	3390000-203-2019-00001	20190117	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	34.99	617845	부산광역시 사상구 학장동 574-57번지 학장동2차삼성아파트상가 205호	부산광역시 사상구 학감대로123번길 89, 학장동2차삼성아파트상가205호 (학장동)	47052	퀀즈헤나	20190129144327	U	2019-01-31 02:40:00.0	이용업 기타	380741.455168	184134.787372	이용업 기타	0	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
2	3	이용업	05_19_01_P	3350000	3350000-203-2019-00001	20190121	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	42.80	609858	부산광역시 금정구 서동 118-27번지	부산광역시 금정구 금사로 58-12, 1층 (서동)	46321	태후사랑	20190121104943	I	2019-01-23 02:20:58.0	이용업 기타	392010.437951	192967.812353	이용업 기타	3	1	1	1	<NA>	<NA>	N	3	<NA>	<NA>	<NA>	<NA>	0	0	N	<NA>
3	4	이용업	05_19_01_P	3390000	3390000-203-2019-00002	20190121	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	62.07	617838	부산광역시 사상구 주례동 507-1번지	부산광역시 사상구 가야대로 290-4, 2층 (주례동)	47013	퀸즈헤나	20190129144431	U	2019-01-31 02:40:00.0	일반이용업	382596.186669	185283.584397	일반이용업	0	0	2	2	0	0	N	2	<NA>	<NA>	<NA>	<NA>	0	0	N	<NA>
4	5	이용업	05_19_01_P	3390000	3390000-203-2019-00003	20190123	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	16.91	617829	부산광역시 사상구 엄궁동 266번지	부산광역시 사상구 엄궁북로4번가길 17 (엄궁동, 진주식육점)	47041	엄궁퀀즈헤나교실	20190130162256	U	2019-02-01 02:40:00.0	이용업 기타	379535.304649	182741.485999	이용업 기타	0	0	1	1	0	0	N	1	<NA>	<NA>	<NA>	<NA>	0	0	N	<NA>
5	6	이용업	05_19_01_P	3330000	3330000-203-2019-00001	20190121	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	5.70	612894	부산광역시 해운대구 우동 1417번지 부산유스호스텔아르피나	부산광역시 해운대구 해운대해변로 35, 부산유스호스텔아르피나 지하1층 (우동)	48089	아르피나캇트	20190121155039	I	2019-01-23 02:20:58.0	일반이용업	394725.789471	187180.759947	일반이용업	0	0	<NA>	<NA>	1	<NA>	N	2	<NA>	<NA>	<NA>	<NA>	0	0	N	<NA>
6	7	이용업	05_19_01_P	3400000	3400000-203-2019-00002	20190123	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 727 5320	13.20	<NA>	부산광역시 기장군 정관읍 매학리 719-1번지 미래안 전통상가 A동 114호	부산광역시 기장군 정관읍 정관6로 5-20, 미래안 전통상가 A동 114호	46017	엘샤론코리아	20190131112246	U	2019-02-02 02:40:00.0	일반이용업	397757.734001	204518.87912	일반이용업	0	0	1	1	0	0	N	2	<NA>	<NA>	<NA>	<NA>	0	0	N	<NA>
7	8	이용업	05_19_01_P	3280000	3280000-203-2019-00002	20190115	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	25.00	606808	부산광역시 영도구 동삼동 363-38 삼창파크맨션	부산광역시 영도구 절영로 555, 201호 (동삼동, 삼창파크맨션)	49108	퀸즈헤나 영도점	20201127125900	U	2020-11-29 02:40:00.0	일반이용업	388935.667814	177113.452142	일반이용업	0	0	0	0	0	0	N	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
8	9	이용업	05_19_01_P	3360000	3360000-203-2019-00002	20190124	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	16.42	618814	부산광역시 강서구 명지동 3241번지 엘크루 블루오션 근린생활시설(C3)동 B101호	부산광역시 강서구 명지오션시티12로 92, 근린생활시설(C3)동 B101호 (명지동, 엘크루 블루오션)	46764	퀸즈헤나	20190219103615	U	2019-02-21 02:40:00.0	이용업 기타	373744.11244	177424.186311	이용업 기타	0	0	<NA>	<NA>	<NA>	<NA>	N	2	<NA>	<NA>	<NA>	<NA>	0	0	N	<NA>
9	10	이용업	05_19_01_P	3400000	3400000-203-2019-00001	20190114	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 728 3988	43.00	<NA>	부산광역시 기장군 정관읍 방곡리 388-3번지	부산광역시 기장군 정관읍 방곡2로 5, 103호	46019	엘샤론	20190114142249	I	2019-01-16 02:20:50.0	일반이용업	398995.470988	205097.400941	일반이용업	0	0	1	1	<NA>	<NA>	N	3	<NA>	<NA>	<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
4911	4912	이용업	05_19_01_P	3400000	3400000-203-1982-00410	19820510	<NA>	3	폐업	2	폐업	20210118	<NA>	<NA>	<NA>	051 5092161	.00	619873	부산광역시 기장군 철마면 송정리 5-0 T통B반	부산광역시 기장군 철마면 여락송정로 363	46002	대우정밀이용소	20210118134937	U	2021-01-20 02:40:00.0	일반이용업	394117.140329	202127.107015	일반이용업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
4912	4913	이용업	05_19_01_P	3400000	3400000-203-2005-00004	20050729	<NA>	3	폐업	2	폐업	20060731	<NA>	<NA>	<NA>	<NA>	.00	619906	부산광역시 기장군 기장읍 청강리 18-2번지	<NA>	<NA>	현대이용원	20050729000000	I	2018-08-31 23:59:59.0	일반이용업	401993.248159	196177.299277	일반이용업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
4913	4914	이용업	05_19_01_P	3400000	3400000-203-2004-00004	20040906	<NA>	3	폐업	2	폐업	20050905	<NA>	<NA>	<NA>	<NA>	9.45	619903	부산광역시 기장군 기장읍 대라리 59-11번지	<NA>	<NA>	석천캇트실	20040906000000	I	2018-08-31 23:59:59.0	일반이용업	401657.28385	196059.658422	일반이용업	4	1	3	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	2	<NA>	<NA>	<NA>	임대	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
4914	4915	이용업	05_19_01_P	3400000	3400000-203-1996-00346	19960320	<NA>	3	폐업	2	폐업	20090618	<NA>	<NA>	<NA>	051 7204230	.00	619913	부산광역시 기장군 일광면 이천리 345번지 T통B반	<NA>	<NA>	한국유리 구내 이용원	20030410000000	I	2018-08-31 23:59:59.0	일반이용업	<NA>	<NA>	일반이용업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
4915	4916	이용업	05_19_01_P	3400000	3400000-203-2003-00014	20030331	<NA>	3	폐업	2	폐업	20030822	<NA>	<NA>	<NA>	051 7229696	36.31	619906	부산광역시 기장군 기장읍 청강리 290-2번지	<NA>	<NA>	혜성이용원	20031229000000	I	2018-08-31 23:59:59.0	일반이용업	401937.500075	195496.790451	일반이용업	1	<NA>	1	1	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	임대	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
4916	4917	이용업	05_19_01_P	3400000	3400000-203-1999-00120	19990727	<NA>	3	폐업	2	폐업	20110920	<NA>	<NA>	<NA>	051 7223915	43.60	619901	부산광역시 기장군 기장읍 교리 348-12번지	<NA>	<NA>	교리이용원	20100315131009	I	2018-08-31 23:59:59.0	일반이용업	401641.046222	196906.772649	일반이용업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	6	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
4917	4918	이용업	05_19_01_P	3400000	3400000-203-2010-00003	20101005	<NA>	3	폐업	2	폐업	20111018	<NA>	<NA>	<NA>	070 51466566	15.00	619952	부산광역시 기장군 장안읍 길천리 265번지 길천해수탕	<NA>	<NA>	길천해수탕이용원	20101005114647	I	2018-08-31 23:59:59.0	이용업 기타	407739.046711	205671.367299	이용업 기타	4	1	3	3	<NA>	<NA>	0	0	0	N	2	<NA>	<NA>	<NA>	임대	0	<NA>	<NA>	0	0	N	<NA>
4918	4919	이용업	05_19_01_P	3300000	3300000-203-2018-00007	20181218	<NA>	3	폐업	2	폐업	20201214	<NA>	<NA>	<NA>	<NA>	23.13	607833	부산광역시 동래구 온천동 210-47	부산광역시 동래구 금강공원로 25-1, 2층 (온천동)	47712	아:스타헤어샵	20201214102819	U	2020-12-16 02:40:00.0	일반이용업	389468.057399	193064.168736	일반이용업	3	0	2	2	0	0	0	0	0	N	4	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N	<NA>
4919	4920	이용업	05_19_01_P	3290000	3290000-203-2020-00014	20201215	<NA>	3	폐업	2	폐업	20201229	<NA>	<NA>	<NA>	<NA>	5.00	614814	부산광역시 부산진구 개금동 540-253	부산광역시 부산진구 엄광로 60, 2층 (개금동)	47388	용정탕 구내 이용원	20201229141308	U	2020-12-31 02:40:00.0	일반이용업	384250.731933	185068.767351	일반이용업	0	0	<NA>	<NA>	<NA>	<NA>	0	0	0	N	1	<NA>	<NA>	<NA>	<NA>	0	0	0	0	0	N	<NA>
4920	4921	이용업	05_19_01_P	3280000	3280000-203-2021-00001	20210129	<NA>	3	폐업	2	폐업	20210225	<NA>	<NA>	<NA>	<NA>	66.00	606042	부산광역시 영도구 영선동2가 44-2	부산광역시 영도구 영선대로 67 (영선동2가)	49056	긱스(geeks)	20210225131906	U	2021-02-27 02:40:00.0	일반이용업	386100.884001	178372.437035	일반이용업	0	0	1	1	<NA>	<NA>	0	0	0	N	4	<NA>	<NA>	<NA>	<NA>	0	0	0	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

Dash 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

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

Uppercase Letter

Decimal Number

Other Punctuation

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Math Symbol

Lowercase Letter

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Han

Most occurring blocks

Most frequent character per block

ASCII

Hangul

CJK

Most occurring characters

Most occurring categories