gimi9 Pandas Profiling

Dataset statistics

Number of variables	51
Number of observations	4896
Missing cells	47668
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	2021-01-04
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 (57.3%)	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 (75.6%)	Imbalance
`남성종사자수` is highly imbalanced (79.6%)	Imbalance
`침대수` is highly imbalanced (66.7%)	Imbalance
`인허가취소일자` has 4896 (100.0%) missing values	Missing
`폐업일자` has 1321 (27.0%) missing values	Missing
`휴업시작일자` has 4896 (100.0%) missing values	Missing
`휴업종료일자` has 4896 (100.0%) missing values	Missing
`재개업일자` has 4896 (100.0%) missing values	Missing
`소재지전화` has 1388 (28.3%) missing values	Missing
`도로명전체주소` has 2597 (53.0%) missing values	Missing
`도로명우편번호` has 2651 (54.1%) missing values	Missing
`좌표정보(x)` has 388 (7.9%) missing values	Missing
`좌표정보(y)` has 388 (7.9%) missing values	Missing
`건물지상층수` has 1730 (35.3%) missing values	Missing
`건물지하층수` has 2234 (45.6%) missing values	Missing
`사용시작지상층` has 2099 (42.9%) missing values	Missing
`사용끝지상층` has 2728 (55.7%) missing values	Missing
`발한실여부` has 100 (2.0%) missing values	Missing
`의자수` has 607 (12.4%) missing values	Missing
`조건부허가신고사유` has 4895 (> 99.9%) missing values	Missing
`Unnamed: 50` has 4896 (100.0%) missing values	Missing
`인허가일자` is highly skewed (γ1 = -27.25398013)	Skewed
`폐업일자` is highly skewed (γ1 = -28.10947249)	Skewed
`건물지하층수` is highly skewed (γ1 = 48.78577757)	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 1196 (24.4%) zeros	Zeros
`건물지하층수` has 1699 (34.7%) zeros	Zeros
`사용시작지상층` has 1000 (20.4%) zeros	Zeros
`사용끝지상층` has 583 (11.9%) zeros	Zeros
`의자수` has 338 (6.9%) zeros	Zeros

Reproduction

Analysis started	2024-04-17 22:49:40.105579
Analysis finished	2024-04-17 22:49:41.494814
Duration	1.39 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	4896
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2448.5

Minimum	1
Maximum	4896
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.2 KiB

Quantile statistics

Minimum	1
5-th percentile	245.75
Q1	1224.75
median	2448.5
Q3	3672.25
95-th percentile	4651.25
Maximum	4896
Range	4895
Interquartile range (IQR)	2447.5

Descriptive statistics

Standard deviation	1413.4978
Coefficient of variation (CV)	0.57729132
Kurtosis	-1.2
Mean	2448.5
Median Absolute Deviation (MAD)	1224
Skewness	0
Sum	11987856
Variance	1997976
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	< 0.1%
3263	1	< 0.1%
3270	1	< 0.1%
3269	1	< 0.1%
3268	1	< 0.1%
3267	1	< 0.1%
3266	1	< 0.1%
3265	1	< 0.1%
3264	1	< 0.1%
3262	1	< 0.1%
Other values (4886)	4886	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 (%)
4896	1	< 0.1%
4895	1	< 0.1%
4894	1	< 0.1%
4893	1	< 0.1%
4892	1	< 0.1%
4891	1	< 0.1%
4890	1	< 0.1%
4889	1	< 0.1%
4888	1	< 0.1%
4887	1	< 0.1%

개방서비스명
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.4 KiB

이용업	4896

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	4896	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
이용업	4896	100.0%

개방서비스id
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.4 KiB

05_19_01_P	4896

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	4896	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
05_19_01_p	4896	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	16
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3324546.6

Minimum	3250000
Maximum	3400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.2 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	40368.561
Coefficient of variation (CV)	0.012142576
Kurtosis	-0.9397324
Mean	3324546.6
Median Absolute Deviation (MAD)	30000
Skewness	0.055273892
Sum	1.627698 × 10¹⁰
Variance	1.6296207 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3290000	496	10.1%
3340000	495	10.1%
3300000	418	8.5%
3320000	409	8.4%
3330000	392	8.0%
3350000	380	7.8%
3390000	331	6.8%
3370000	330	6.7%
3310000	323	6.6%
3380000	283	5.8%
Other values (6)	1039	21.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	165	3.4%
3260000	213	4.4%
3270000	257	5.2%
3280000	206	4.2%
3290000	496	10.1%
3300000	418	8.5%
3310000	323	6.6%
3320000	409	8.4%
3330000	392	8.0%
3340000	495	10.1%

Value	Count	Frequency (%)
3400000	109	2.2%
3390000	331	6.8%
3380000	283	5.8%
3370000	330	6.7%
3360000	89	1.8%
3350000	380	7.8%
3340000	495	10.1%
3330000	392	8.0%
3320000	409	8.4%
3310000	323	6.6%

관리번호
Text

UNIQUE

Distinct	4896
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	38.4 KiB

Length

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

Characters and Unicode

Total characters	107712
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	4896 ?
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%
3350000-203-2002-00003	1	< 0.1%
3380000-203-1994-00007	1	< 0.1%
3380000-203-2002-00004	1	< 0.1%
3380000-203-2001-00005	1	< 0.1%
3380000-203-1997-00001	1	< 0.1%
3380000-203-2002-00003	1	< 0.1%
3380000-203-2010-00005	1	< 0.1%
3380000-203-2003-00006	1	< 0.1%
3380000-203-2008-00001	1	< 0.1%
Other values (4886)	4886	99.8%

Most occurring characters

Value	Count	Frequency (%)
0	43011	39.9%
3	15390	14.3%
-	14688	13.6%
2	10799	10.0%
1	6125	5.7%
9	6010	5.6%
8	2651	2.5%
7	2442	2.3%
4	2327	2.2%
6	2136	2.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	93024	86.4%
Dash Punctuation	14688	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	43011	46.2%
3	15390	16.5%
2	10799	11.6%
1	6125	6.6%
9	6010	6.5%
8	2651	2.8%
7	2442	2.6%
4	2327	2.5%
6	2136	2.3%
5	2133	2.3%

Dash Punctuation

Value	Count	Frequency (%)
-	14688	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	107712	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	43011	39.9%
3	15390	14.3%
-	14688	13.6%
2	10799	10.0%
1	6125	5.7%
9	6010	5.6%
8	2651	2.5%
7	2442	2.3%
4	2327	2.2%
6	2136	2.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	107712	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	43011	39.9%
3	15390	14.3%
-	14688	13.6%
2	10799	10.0%
1	6125	5.7%
9	6010	5.6%
8	2651	2.5%
7	2442	2.3%
4	2327	2.2%
6	2136	2.0%

인허가일자
Real number (ℝ)

SKEWED

Distinct	3631
Distinct (%)	74.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19957601

Minimum	9710223
Maximum	20201217
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.2 KiB

Quantile statistics

Minimum	9710223
5-th percentile	19691119
Q1	19871227
median	19980410
Q3	20051121
95-th percentile	20170503
Maximum	20201217
Range	10490994
Interquartile range (IQR)	179894

Descriptive statistics

Standard deviation	200890.87
Coefficient of variation (CV)	0.010065883
Kurtosis	1382.3761
Mean	19957601
Median Absolute Deviation (MAD)	89948.5
Skewness	-27.25398
Sum	9.7712413 × 10¹⁰
Variance	4.0357141 × 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%
20030410	7	0.1%
19721129	7	0.1%
20030213	6	0.1%
Other values (3621)	4739	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 (%)
20201217	2	< 0.1%
20201215	2	< 0.1%
20201214	1	< 0.1%
20201208	1	< 0.1%
20201203	1	< 0.1%
20201201	1	< 0.1%
20201103	3	0.1%
20201029	1	< 0.1%
20201022	1	< 0.1%
20201012	1	< 0.1%

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4896
Missing (%)	100.0%
Memory size	43.2 KiB

영업상태구분코드
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.4 KiB

3	3575
1	1321

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	3575	73.0%
1	1321	27.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	3575	73.0%
1	1321	27.0%

영업상태명
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.4 KiB

폐업	3575
영업/정상	1321

Length

Max length	5
Median length	2
Mean length	2.8094363
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	3575	73.0%
영업/정상	1321	27.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	3575	73.0%
영업/정상	1321	27.0%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.4 KiB

2	3575
1	1321

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	3575	73.0%
1	1321	27.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	3575	73.0%
1	1321	27.0%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.4 KiB

폐업	3575
영업	1321

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	3575	73.0%
영업	1321	27.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	3575	73.0%
영업	1321	27.0%

폐업일자
Real number (ℝ)

MISSING SKEWED

Distinct	2256
Distinct (%)	63.1%
Missing	1321
Missing (%)	27.0%
Infinite	0
Infinite (%)	0.0%
Mean	20065648

Minimum	2019071
Maximum	20800812
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.2 KiB

Quantile statistics

Minimum	2019071
5-th percentile	20000115
Q1	20040428
median	20070605
Q3	20130514
95-th percentile	20190403
Maximum	20800812
Range	18781741
Interquartile range (IQR)	90086

Descriptive statistics

Standard deviation	455131.04
Coefficient of variation (CV)	0.0226821
Kurtosis	899.77742
Mean	20065648
Median Absolute Deviation (MAD)	39889
Skewness	-28.109472
Sum	7.1734692 × 10¹⁰
Variance	2.0714426 × 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%
20030305	33	0.7%
20020222	33	0.7%
20030221	32	0.7%
20030101	17	0.3%
20051011	16	0.3%
20030215	13	0.3%
20061226	13	0.3%
Other values (2246)	3283	67.1%
(Missing)	1321	27.0%

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%
20201231	1	< 0.1%
20201229	1	< 0.1%
20201223	2	< 0.1%
20201214	1	< 0.1%
20201209	1	< 0.1%
20201207	2	< 0.1%
20201203	1	< 0.1%
20201201	1	< 0.1%
20201130	1	< 0.1%

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4896
Missing (%)	100.0%
Memory size	43.2 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4896
Missing (%)	100.0%
Memory size	43.2 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4896
Missing (%)	100.0%
Memory size	43.2 KiB

소재지전화
Text

MISSING

Distinct	2871
Distinct (%)	81.8%
Missing	1388
Missing (%)	28.3%
Memory size	38.4 KiB

Length

Max length	12
Median length	11
Mean length	9.9367161
Min length	3

Characters and Unicode

Total characters	34858
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	2723 ?
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	3300	48.3%
893	8	0.1%
554	8	0.1%
868	6	0.1%
727	6	0.1%
754	6	0.1%
051643	6	0.1%
292	6	0.1%
305	5	0.1%
051624	5	0.1%
Other values (3073)	3477	50.9%

Most occurring characters

Value	Count	Frequency (%)
5	6040	17.3%
1	5282	15.2%
0	5181	14.9%
	3341	9.6%
2	2841	8.2%
4	2311	6.6%
6	2240	6.4%
3	2204	6.3%
7	2073	5.9%
8	1969	5.6%
Other values (2)	1376	3.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	31515	90.4%
Space Separator	3341	9.6%
Dash Punctuation	2	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	6040	19.2%
1	5282	16.8%
0	5181	16.4%
2	2841	9.0%
4	2311	7.3%
6	2240	7.1%
3	2204	7.0%
7	2073	6.6%
8	1969	6.2%
9	1374	4.4%

Space Separator

Value	Count	Frequency (%)
	3341	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	34858	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	6040	17.3%
1	5282	15.2%
0	5181	14.9%
	3341	9.6%
2	2841	8.2%
4	2311	6.6%
6	2240	6.4%
3	2204	6.3%
7	2073	5.9%
8	1969	5.6%
Other values (2)	1376	3.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	34858	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	6040	17.3%
1	5282	15.2%
0	5181	14.9%
	3341	9.6%
2	2841	8.2%
4	2311	6.6%
6	2240	6.4%
3	2204	6.3%
7	2073	5.9%
8	1969	5.6%
Other values (2)	1376	3.9%

소재지면적
Text

Distinct	2120
Distinct (%)	43.6%
Missing	35
Missing (%)	0.7%
Memory size	38.4 KiB

Length

Max length	8
Median length	5
Mean length	4.6313516
Min length	3

Characters and Unicode

Total characters	22513
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	1369 ?
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	494	10.2%
10.00	49	1.0%
9.00	49	1.0%
12.00	43	0.9%
15.00	37	0.8%
8.40	33	0.7%
18.00	32	0.7%
8.00	32	0.7%
6.00	30	0.6%
30.00	27	0.6%
Other values (2110)	4035	83.0%

Most occurring characters

Value	Count	Frequency (%)
.	4861	21.6%
0	4455	19.8%
1	2285	10.1%
2	2167	9.6%
5	1416	6.3%
3	1402	6.2%
8	1400	6.2%
4	1286	5.7%
6	1264	5.6%
9	995	4.4%
Other values (2)	982	4.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	17648	78.4%
Other Punctuation	4865	21.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4455	25.2%
1	2285	12.9%
2	2167	12.3%
5	1416	8.0%
3	1402	7.9%
8	1400	7.9%
4	1286	7.3%
6	1264	7.2%
9	995	5.6%
7	978	5.5%

Other Punctuation

Value	Count	Frequency (%)
.	4861	99.9%
,	4	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	22513	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	4861	21.6%
0	4455	19.8%
1	2285	10.1%
2	2167	9.6%
5	1416	6.3%
3	1402	6.2%
8	1400	6.2%
4	1286	5.7%
6	1264	5.6%
9	995	4.4%
Other values (2)	982	4.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	22513	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	4861	21.6%
0	4455	19.8%
1	2285	10.1%
2	2167	9.6%
5	1416	6.3%
3	1402	6.2%
8	1400	6.2%
4	1286	5.7%
6	1264	5.6%
9	995	4.4%
Other values (2)	982	4.4%

소재지우편번호
Real number (ℝ)

Distinct	776
Distinct (%)	15.9%
Missing	24
Missing (%)	0.5%
Infinite	0
Infinite (%)	0.0%
Mean	610450.58

Minimum	600011
Maximum	619953
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.2 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	5294.7445
Coefficient of variation (CV)	0.0086735022
Kurtosis	-1.0185718
Mean	610450.58
Median Absolute Deviation (MAD)	4962
Skewness	-0.18807238
Sum	2.9741152 × 10⁹
Variance	28034319
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	0.6%
612847	26	0.5%
607826	24	0.5%
616807	24	0.5%
611803	23	0.5%
617818	22	0.4%
619903	21	0.4%
Other values (766)	4618	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	4321
Distinct (%)	88.3%
Missing	3
Missing (%)	0.1%
Memory size	38.4 KiB

Length

Max length	58
Median length	48
Mean length	23.632332
Min length	6

Characters and Unicode

Total characters	115633
Distinct characters	367
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	3884 ?
Unique (%)	79.4%

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	4892	22.3%
t통b반	763	3.5%
사하구	497	2.3%
부산진구	496	2.3%
동래구	418	1.9%
북구	411	1.9%
해운대구	392	1.8%
금정구	380	1.7%
사상구	331	1.5%
연제구	328	1.5%
Other values (4683)	13028	59.4%

Most occurring characters

Value	Count	Frequency (%)
	17047	14.7%
산	5797	5.0%
동	5753	5.0%
부	5743	5.0%
광	5062	4.4%
1	5043	4.4%
구	5026	4.3%
시	4919	4.3%
역	4899	4.2%
지	4806	4.2%
Other values (357)	51538	44.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	68735	59.4%
Decimal Number	23308	20.2%
Space Separator	17047	14.7%
Dash Punctuation	4448	3.8%
Uppercase Letter	1570	1.4%
Open Punctuation	218	0.2%
Close Punctuation	217	0.2%
Other Punctuation	87	0.1%
Math Symbol	2	< 0.1%
Lowercase Letter	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
산	5797	8.4%
동	5753	8.4%
부	5743	8.4%
광	5062	7.4%
구	5026	7.3%
시	4919	7.2%
역	4899	7.1%
지	4806	7.0%
번	4609	6.7%
사	943	1.4%
Other values (326)	21178	30.8%

Uppercase Letter

Value	Count	Frequency (%)
B	783	49.9%
T	765	48.7%
A	10	0.6%
F	2	0.1%
G	2	0.1%
L	2	0.1%
C	2	0.1%
O	1	0.1%
P	1	0.1%
W	1	0.1%

Decimal Number

Value	Count	Frequency (%)
1	5043	21.6%
2	3138	13.5%
3	2694	11.6%
4	2222	9.5%
5	2157	9.3%
6	1725	7.4%
0	1702	7.3%
8	1655	7.1%
7	1603	6.9%
9	1369	5.9%

Other Punctuation

Value	Count	Frequency (%)
,	76	87.4%
@	6	6.9%
/	3	3.4%
.	2	2.3%

Space Separator

Value	Count	Frequency (%)
	17047	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	4448	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	68733	59.4%
Common	45327	39.2%
Latin	1571	1.4%
Han	2	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
산	5797	8.4%
동	5753	8.4%
부	5743	8.4%
광	5062	7.4%
구	5026	7.3%
시	4919	7.2%
역	4899	7.1%
지	4806	7.0%
번	4609	6.7%
사	943	1.4%
Other values (325)	21176	30.8%

Common

Value	Count	Frequency (%)
	17047	37.6%
1	5043	11.1%
-	4448	9.8%
2	3138	6.9%
3	2694	5.9%
4	2222	4.9%
5	2157	4.8%
6	1725	3.8%
0	1702	3.8%
8	1655	3.7%
Other values (9)	3496	7.7%

Latin

Value	Count	Frequency (%)
B	783	49.8%
T	765	48.7%
A	10	0.6%
F	2	0.1%
G	2	0.1%
L	2	0.1%
C	2	0.1%
O	1	0.1%
P	1	0.1%
e	1	0.1%
Other values (2)	2	0.1%

Han

Value	Count	Frequency (%)
內	2	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	68733	59.4%
ASCII	46898	40.6%
CJK	2	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	17047	36.3%
1	5043	10.8%
-	4448	9.5%
2	3138	6.7%
3	2694	5.7%
4	2222	4.7%
5	2157	4.6%
6	1725	3.7%
0	1702	3.6%
8	1655	3.5%
Other values (21)	5067	10.8%

Hangul

Value	Count	Frequency (%)
산	5797	8.4%
동	5753	8.4%
부	5743	8.4%
광	5062	7.4%
구	5026	7.3%
시	4919	7.2%
역	4899	7.1%
지	4806	7.0%
번	4609	6.7%
사	943	1.4%
Other values (325)	21176	30.8%

CJK

Value	Count	Frequency (%)
內	2	100.0%

도로명전체주소
Text

MISSING

Distinct	2215
Distinct (%)	96.3%
Missing	2597
Missing (%)	53.0%
Memory size	38.4 KiB

Length

Max length	59
Median length	54
Mean length	28.61679
Min length	17

Characters and Unicode

Total characters	65790
Distinct characters	388
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	2138 ?
Unique (%)	93.0%

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	2299	18.0%
1층	273	2.1%
부산진구	260	2.0%
동래구	224	1.8%
사하구	212	1.7%
사상구	187	1.5%
금정구	183	1.4%
해운대구	180	1.4%
남구	163	1.3%
북구	153	1.2%
Other values (2621)	8644	67.6%

Most occurring characters

Value	Count	Frequency (%)
	10482	15.9%
동	2976	4.5%
부	2799	4.3%
산	2762	4.2%
1	2493	3.8%
광	2408	3.7%
시	2406	3.7%
구	2383	3.6%
역	2304	3.5%
(	2266	3.4%
Other values (378)	32511	49.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	39249	59.7%
Space Separator	10482	15.9%
Decimal Number	10041	15.3%
Open Punctuation	2266	3.4%
Close Punctuation	2266	3.4%
Other Punctuation	1022	1.6%
Dash Punctuation	428	0.7%
Uppercase Letter	33	0.1%
Math Symbol	2	< 0.1%
Lowercase Letter	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	2976	7.6%
부	2799	7.1%
산	2762	7.0%
광	2408	6.1%
시	2406	6.1%
구	2383	6.1%
역	2304	5.9%
로	2218	5.7%
길	1261	3.2%
번	1196	3.0%
Other values (351)	16536	42.1%

Decimal Number

Value	Count	Frequency (%)
1	2493	24.8%
2	1532	15.3%
3	1173	11.7%
4	861	8.6%
5	799	8.0%
0	710	7.1%
6	673	6.7%
7	647	6.4%
8	597	5.9%
9	556	5.5%

Uppercase Letter

Value	Count	Frequency (%)
B	18	54.5%
A	6	18.2%
T	5	15.2%
F	1	3.0%
E	1	3.0%
W	1	3.0%
C	1	3.0%

Other Punctuation

Value	Count	Frequency (%)
,	1010	98.8%
/	5	0.5%
@	5	0.5%
.	2	0.2%

Space Separator

Value	Count	Frequency (%)
	10482	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2266	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2266	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	428	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	39249	59.7%
Common	26507	40.3%
Latin	34	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	2976	7.6%
부	2799	7.1%
산	2762	7.0%
광	2408	6.1%
시	2406	6.1%
구	2383	6.1%
역	2304	5.9%
로	2218	5.7%
길	1261	3.2%
번	1196	3.0%
Other values (351)	16536	42.1%

Common

Value	Count	Frequency (%)
	10482	39.5%
1	2493	9.4%
(	2266	8.5%
)	2266	8.5%
2	1532	5.8%
3	1173	4.4%
,	1010	3.8%
4	861	3.2%
5	799	3.0%
0	710	2.7%
Other values (9)	2915	11.0%

Latin

Value	Count	Frequency (%)
B	18	52.9%
A	6	17.6%
T	5	14.7%
e	1	2.9%
F	1	2.9%
E	1	2.9%
W	1	2.9%
C	1	2.9%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	39249	59.7%
ASCII	26541	40.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	10482	39.5%
1	2493	9.4%
(	2266	8.5%
)	2266	8.5%
2	1532	5.8%
3	1173	4.4%
,	1010	3.8%
4	861	3.2%
5	799	3.0%
0	710	2.7%
Other values (17)	2949	11.1%

Hangul

Value	Count	Frequency (%)
동	2976	7.6%
부	2799	7.1%
산	2762	7.0%
광	2408	6.1%
시	2406	6.1%
구	2383	6.1%
역	2304	5.9%
로	2218	5.7%
길	1261	3.2%
번	1196	3.0%
Other values (351)	16536	42.1%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	1153
Distinct (%)	51.4%
Missing	2651
Missing (%)	54.1%
Infinite	0
Infinite (%)	0.0%
Mean	47830.696

Minimum	46002
Maximum	49525
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.2 KiB

Quantile statistics

Minimum	46002
5-th percentile	46242.2
Q1	47008
median	47808
Q3	48726
95-th percentile	49407
Maximum	49525
Range	3523
Interquartile range (IQR)	1718

Descriptive statistics

Standard deviation	1011.6844
Coefficient of variation (CV)	0.021151363
Kurtosis	-1.1161965
Mean	47830.696
Median Absolute Deviation (MAD)	813
Skewness	0.013056018
Sum	1.0737991 × 10⁸
Variance	1023505.4
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%
47511	7	0.1%
48501	7	0.1%
47603	7	0.1%
49217	7	0.1%
48095	7	0.1%
47256	6	0.1%
Other values (1143)	2163	44.2%
(Missing)	2651	54.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
46002	2	< 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	3319
Distinct (%)	67.8%
Missing	0
Missing (%)	0.0%
Memory size	38.4 KiB

Length

Max length	32
Median length	26
Mean length	4.7579657
Min length	1

Characters and Unicode

Total characters	23295
Distinct characters	568
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	2643 ?
Unique (%)	54.0%

Sample

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

Value	Count	Frequency (%)
이용원	365	6.4%
구내	52	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%
현대이용원	23	0.4%
Other values (3179)	4997	88.2%

Most occurring characters

Value	Count	Frequency (%)
이	2078	8.9%
용	2005	8.6%
원	1922	8.3%
탕	974	4.2%
내	842	3.6%
	772	3.3%
구	582	2.5%
성	469	2.0%
트	403	1.7%
대	386	1.7%
Other values (558)	12862	55.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	22086	94.8%
Space Separator	772	3.3%
Uppercase Letter	145	0.6%
Lowercase Letter	103	0.4%
Open Punctuation	63	0.3%
Close Punctuation	63	0.3%
Decimal Number	35	0.2%
Other Punctuation	20	0.1%
Dash Punctuation	6	< 0.1%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
이	2078	9.4%
용	2005	9.1%
원	1922	8.7%
탕	974	4.4%
내	842	3.8%
구	582	2.6%
성	469	2.1%
트	403	1.8%
대	386	1.7%
수	343	1.6%
Other values (498)	12082	54.7%

Uppercase Letter

Value	Count	Frequency (%)
B	19	13.1%
O	13	9.0%
H	11	7.6%
R	10	6.9%
E	10	6.9%
A	9	6.2%
S	9	6.2%
M	8	5.5%
L	7	4.8%
N	7	4.8%
Other values (12)	42	29.0%

Lowercase Letter

Value	Count	Frequency (%)
r	15	14.6%
a	9	8.7%
b	9	8.7%
e	9	8.7%
o	8	7.8%
i	8	7.8%
h	7	6.8%
s	7	6.8%
u	6	5.8%
y	5	4.9%
Other values (8)	20	19.4%

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 (%)
	772	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	63	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	63	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	6	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	22083	94.8%
Common	961	4.1%
Latin	248	1.1%
Han	3	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
이	2078	9.4%
용	2005	9.1%
원	1922	8.7%
탕	974	4.4%
내	842	3.8%
구	582	2.6%
성	469	2.1%
트	403	1.8%
대	386	1.7%
수	343	1.6%
Other values (495)	12079	54.7%

Latin

Value	Count	Frequency (%)
B	19	7.7%
r	15	6.0%
O	13	5.2%
H	11	4.4%
R	10	4.0%
E	10	4.0%
a	9	3.6%
A	9	3.6%
b	9	3.6%
S	9	3.6%
Other values (30)	134	54.0%

Common

Value	Count	Frequency (%)
	772	80.3%
(	63	6.6%
)	63	6.6%
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	22083	94.8%
ASCII	1208	5.2%
CJK	3	< 0.1%
None	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
이	2078	9.4%
용	2005	9.1%
원	1922	8.7%
탕	974	4.4%
내	842	3.8%
구	582	2.6%
성	469	2.1%
트	403	1.8%
대	386	1.7%
수	343	1.6%
Other values (495)	12079	54.7%

ASCII

Value	Count	Frequency (%)
	772	63.9%
(	63	5.2%
)	63	5.2%
B	19	1.6%
r	15	1.2%
O	13	1.1%
H	11	0.9%
2	11	0.9%
.	10	0.8%
R	10	0.8%
Other values (49)	221	18.3%

None

Value	Count	Frequency (%)
·	1	100.0%

CJK

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

최종수정시점
Real number (ℝ)

Distinct	3255
Distinct (%)	66.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0093598 × 10¹³

Minimum	1.9990218 × 10¹³
Maximum	2.0201231 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.2 KiB

Quantile statistics

Minimum	1.9990218 × 10¹³
5-th percentile	1.9990624 × 10¹³
Q1	2.0031015 × 10¹³
median	2.008012 × 10¹³
Q3	2.0160217 × 10¹³
95-th percentile	2.0200827 × 10¹³
Maximum	2.0201231 × 10¹³
Range	2.1101317 × 10¹¹
Interquartile range (IQR)	1.2920239 × 10¹¹

Descriptive statistics

Standard deviation	6.7130738 × 10¹⁰
Coefficient of variation (CV)	0.0033409018
Kurtosis	-1.3321399
Mean	2.0093598 × 10¹³
Median Absolute Deviation (MAD)	4.9894137 × 10¹⁰
Skewness	0.28349289
Sum	9.8378254 × 10¹⁶
Variance	4.5065359 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20030211000000	57	1.2%
20070501000000	49	1.0%
20020424000000	38	0.8%
20031215000000	38	0.8%
20030311000000	37	0.8%
20030502000000	35	0.7%
19990428000000	35	0.7%
20020423000000	34	0.7%
20030318000000	33	0.7%
20030221000000	33	0.7%
Other values (3245)	4507	92.1%

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 (%)
20201231174955	1	< 0.1%
20201229141308	1	< 0.1%
20201228131544	1	< 0.1%
20201223141745	1	< 0.1%
20201223141555	1	< 0.1%
20201221143803	1	< 0.1%
20201217222101	1	< 0.1%
20201217160612	1	< 0.1%
20201217151407	1	< 0.1%
20201217151333	1	< 0.1%

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.4 KiB

I	4172
U	724

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	4172	85.2%
U	724	14.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	4172	85.2%
u	724	14.8%

데이터갱신일자
Date

Distinct	368
Distinct (%)	7.5%
Missing	0
Missing (%)	0.0%
Memory size	38.4 KiB

Minimum	2018-08-31 23:59:59
Maximum	2021-01-02 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	38.4 KiB

일반이용업	4832
이용업 기타	40
일반미용업	23
<NA>	1

Length

Max length	6
Median length	5
Mean length	5.0079657
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	4832	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	4832	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	3528
Distinct (%)	78.3%
Missing	388
Missing (%)	7.9%
Infinite	0
Infinite (%)	0.0%
Mean	387471.66

Minimum	365567.31
Maximum	407739.05
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.2 KiB

Quantile statistics

Minimum	365567.31
5-th percentile	379534.86
Q1	383498.28
median	387761.23
Q3	390956.33
95-th percentile	396574.8
Maximum	407739.05
Range	42171.732
Interquartile range (IQR)	7458.0516

Descriptive statistics

Standard deviation	5376.4653
Coefficient of variation (CV)	0.013875764
Kurtosis	0.58648234
Mean	387471.66
Median Absolute Deviation (MAD)	3676.716
Skewness	0.1154971
Sum	1.7467223 × 10⁹
Variance	28906379
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
400730.067993635	8	0.2%
388911.5369095	7	0.1%
383226.095097284	6	0.1%
382867.341996368	6	0.1%
381376.053716185	6	0.1%
392333.26238725	6	0.1%
379137.720990997	5	0.1%
383249.780553382	5	0.1%
387395.906194984	5	0.1%
382223.343951843	5	0.1%
Other values (3518)	4449	90.9%
(Missing)	388	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	3529
Distinct (%)	78.3%
Missing	388
Missing (%)	7.9%
Infinite	0
Infinite (%)	0.0%
Mean	186847.37

Minimum	171356.38
Maximum	206164.58
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.2 KiB

Quantile statistics

Minimum	171356.38
5-th percentile	178125.87
Q1	181985.09
median	187063.29
Q3	191093.63
95-th percentile	195791.94
Maximum	206164.58
Range	34808.197
Interquartile range (IQR)	9108.5345

Descriptive statistics

Standard deviation	5700.9755
Coefficient of variation (CV)	0.030511403
Kurtosis	-0.32064666
Mean	186847.37
Median Absolute Deviation (MAD)	4358.4735
Skewness	0.13321545
Sum	8.4230796 × 10⁸
Variance	32501122
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%
184141.142825361	5	0.1%
184985.713735355	5	0.1%
194837.216911232	5	0.1%
196950.450593302	5	0.1%
Other values (3519)	4449	90.9%
(Missing)	388	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	38.4 KiB

일반이용업	4832
이용업 기타	40
일반미용업	23
<NA>	1

Length

Max length	6
Median length	5
Mean length	5.0079657
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	4832	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	4832	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	1730
Missing (%)	35.3%
Infinite	0
Infinite (%)	0.0%
Mean	2.5101074

Minimum	0
Maximum	42
Zeros	1196
Zeros (%)	24.4%
Negative	0
Negative (%)	0.0%
Memory size	43.2 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	3.3329783
Coefficient of variation (CV)	1.327823
Kurtosis	29.340759
Mean	2.5101074
Median Absolute Deviation (MAD)	2
Skewness	3.9774991
Sum	7947
Variance	11.108745
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
0	1196	24.4%
3	475	9.7%
4	418	8.5%
2	403	8.2%
5	233	4.8%
1	166	3.4%
6	86	1.8%
7	53	1.1%
8	28	0.6%
9	25	0.5%
Other values (22)	83	1.7%
(Missing)	1730	35.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1196	24.4%
1	166	3.4%
2	403	8.2%
3	475	9.7%
4	418	8.5%
5	233	4.8%
6	86	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	2234
Missing (%)	45.6%
Infinite	0
Infinite (%)	0.0%
Mean	0.52817431

Minimum	0
Maximum	208
Zeros	1699
Zeros (%)	34.7%
Negative	0
Negative (%)	0.0%
Memory size	43.2 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	4.0993573
Coefficient of variation (CV)	7.761372
Kurtosis	2468.2716
Mean	0.52817431
Median Absolute Deviation (MAD)	0
Skewness	48.785778
Sum	1406
Variance	16.80473
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	1699	34.7%
1	832	17.0%
2	84	1.7%
3	21	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)	2234	45.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1699	34.7%
1	832	17.0%
2	84	1.7%
3	21	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	21	0.4%
2	84	1.7%
1	832	17.0%
0	1699	34.7%

사용시작지상층
Real number (ℝ)

MISSING ZEROS

Distinct	13
Distinct (%)	0.5%
Missing	2099
Missing (%)	42.9%
Infinite	0
Infinite (%)	0.0%
Mean	1.254916

Minimum	0
Maximum	12
Zeros	1000
Zeros (%)	20.4%
Negative	0
Negative (%)	0.0%
Memory size	43.2 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	1.4060015
Coefficient of variation (CV)	1.1203949
Kurtosis	6.0358756
Mean	1.254916
Median Absolute Deviation (MAD)	1
Skewness	1.85091
Sum	3510
Variance	1.9768401
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
0	1000	20.4%
1	865	17.7%
2	503	10.3%
3	251	5.1%
4	87	1.8%
5	55	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	42.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1000	20.4%
1	865	17.7%
2	503	10.3%
3	251	5.1%
4	87	1.8%
5	55	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	55	1.1%
4	87	1.8%
3	251	5.1%

사용끝지상층
Real number (ℝ)

MISSING ZEROS

Distinct	11
Distinct (%)	0.5%
Missing	2728
Missing (%)	55.7%
Infinite	0
Infinite (%)	0.0%
Mean	1.4155904

Minimum	0
Maximum	10
Zeros	583
Zeros (%)	11.9%
Negative	0
Negative (%)	0.0%
Memory size	43.2 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	1.3587219
Coefficient of variation (CV)	0.95982697
Kurtosis	3.990007
Mean	1.4155904
Median Absolute Deviation (MAD)	1
Skewness	1.5179855
Sum	3069
Variance	1.8461251
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
1	746	15.2%
0	583	11.9%
2	473	9.7%
3	214	4.4%
4	79	1.6%
5	45	0.9%
6	15	0.3%
7	7	0.1%
10	3	0.1%
8	2	< 0.1%
(Missing)	2728	55.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	583	11.9%
1	746	15.2%
2	473	9.7%
3	214	4.4%
4	79	1.6%
5	45	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	45	0.9%
4	79	1.6%
3	214	4.4%
2	473	9.7%
1	746	15.2%

사용시작지하층
Categorical

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.4 KiB

<NA>	3064
0	1510
1	310
2	11
22	1

Length

Max length	4
Median length	4
Mean length	2.8776552
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>	3064	62.6%
0	1510	30.8%
1	310	6.3%
2	11	0.2%
22	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3064	62.6%
0	1510	30.8%
1	310	6.3%
2	11	0.2%
22	1	< 0.1%

사용끝지하층
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.4 KiB

<NA>	3716
0	913
1	262
2	4
4	1

Length

Max length	4
Median length	4
Mean length	3.2769608
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>	3716	75.9%
0	913	18.6%
1	262	5.4%
2	4	0.1%
4	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3716	75.9%
0	913	18.6%
1	262	5.4%
2	4	0.1%
4	1	< 0.1%

한실수
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.4 KiB

<NA>	2706
0	2190

Length

Max length	4
Median length	4
Mean length	2.6580882
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>	2706	55.3%
0	2190	44.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2706	55.3%
0	2190	44.7%

양실수
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.4 KiB

<NA>	2705
0	2190
38	1

Length

Max length	4
Median length	4
Mean length	2.6576797
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>	2705	55.2%
0	2190	44.7%
38	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2705	55.2%
0	2190	44.7%
38	1	< 0.1%

욕실수
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.4 KiB

<NA>	2705
0	2190
2	1

Length

Max length	4
Median length	4
Mean length	2.6574755
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>	2705	55.2%
0	2190	44.7%
2	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2705	55.2%
0	2190	44.7%
2	1	< 0.1%

발한실여부
Boolean

CONSTANT MISSING

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

False	4796
(Missing)	100

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	4796	98.0%
(Missing)	100	2.0%

의자수
Real number (ℝ)

MISSING ZEROS

Distinct	16
Distinct (%)	0.4%
Missing	607
Missing (%)	12.4%
Infinite	0
Infinite (%)	0.0%
Mean	3.132665

Minimum	0
Maximum	24
Zeros	338
Zeros (%)	6.9%
Negative	0
Negative (%)	0.0%
Memory size	43.2 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	2.1303989
Coefficient of variation (CV)	0.68005959
Kurtosis	3.3718394
Mean	3.132665
Median Absolute Deviation (MAD)	1
Skewness	1.2778848
Sum	13436
Variance	4.5385993
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
2	1336	27.3%
3	878	17.9%
4	580	11.8%
0	338	6.9%
1	332	6.8%
5	261	5.3%
6	178	3.6%
7	167	3.4%
8	111	2.3%
9	66	1.3%
Other values (6)	42	0.9%
(Missing)	607	12.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	338	6.9%
1	332	6.8%
2	1336	27.3%
3	878	17.9%
4	580	11.8%
5	261	5.3%
6	178	3.6%
7	167	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	167	3.4%
6	178	3.6%

조건부허가신고사유
Text

CONSTANT MISSING

Distinct	1
Distinct (%)	100.0%
Missing	4895
Missing (%)	> 99.9%
Memory size	38.4 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	38.4 KiB

<NA>	4894
20050414	1
20050520	1

Length

Max length	8
Median length	4
Mean length	4.001634
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>	4894	> 99.9%
20050414	1	< 0.1%
20050520	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4894	> 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	38.4 KiB

<NA>	4894
20050414	1
20060425	1

Length

Max length	8
Median length	4
Mean length	4.001634
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>	4894	> 99.9%
20050414	1	< 0.1%
20060425	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4894	> 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	38.4 KiB

<NA>	3936
임대	932
자가	28

Length

Max length	4
Median length	4
Mean length	3.6078431
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>	3936	80.4%
임대	932	19.0%
자가	28	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3936	80.4%
임대	932	19.0%
자가	28	0.6%

세탁기수
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.4 KiB

<NA>	3365
0	1531

Length

Max length	4
Median length	4
Mean length	3.0618873
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>	3365	68.7%
0	1531	31.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3365	68.7%
0	1531	31.3%

여성종사자수
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.4 KiB

<NA>	4552
0	328
1	16

Length

Max length	4
Median length	4
Mean length	3.7892157
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>	4552	93.0%
0	328	6.7%
1	16	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4552	93.0%
0	328	6.7%
1	16	0.3%

남성종사자수
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.4 KiB

<NA>	4541
0	323
1	31
2	1

Length

Max length	4
Median length	4
Mean length	3.7824755
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>	4541	92.7%
0	323	6.6%
1	31	0.6%
2	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4541	92.7%
0	323	6.6%
1	31	0.6%
2	1	< 0.1%

회수건조수
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.4 KiB

<NA>	3548
0	1348

Length

Max length	4
Median length	4
Mean length	3.1740196
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>	3548	72.5%
0	1348	27.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3548	72.5%
0	1348	27.5%

침대수
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.4 KiB

<NA>	3566
0	1322
2	4
3	2
1	1

Length

Max length	4
Median length	4
Mean length	3.185049
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>	3566	72.8%
0	1322	27.0%
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	3566	72.8%
0	1322	27.0%
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	4896

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	4896	100.0%

Unnamed: 50
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4896
Missing (%)	100.0%
Memory size	43.2 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
4886	4887	이용업	05_19_01_P	3400000	3400000-203-2009-00004	20090928	<NA>	3	폐업	2	폐업	20110414	<NA>	<NA>	<NA>	051 759 6425	24.00	619905	부산광역시 기장군 기장읍 동부리 283-11번지	<NA>	<NA>	진이용원	20110414124246	I	2018-08-31 23:59:59.0	일반이용업	401729.173722	196248.280842	일반이용업	0	0	0	0	1	1	0	0	0	N	2	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	0	0	N	<NA>
4887	4888	이용업	05_19_01_P	3400000	3400000-203-2005-00003	20050617	<NA>	3	폐업	2	폐업	20060522	<NA>	<NA>	<NA>	<NA>	6.00	619905	부산광역시 기장군 기장읍 동부리 134-8번지	<NA>	<NA>	한신이용원	20050618000000	I	2018-08-31 23:59:59.0	일반이용업	401448.258414	196483.791398	일반이용업	5	1	3	3	<NA>	<NA>	<NA>	<NA>	<NA>	N	1	<NA>	<NA>	<NA>	임대	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>
4888	4889	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>
4889	4890	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>
4890	4891	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>
4891	4892	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>
4892	4893	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>
4893	4894	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>
4894	4895	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>
4895	4896	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>

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