gimi9 Pandas Profiling

Dataset statistics

Number of variables	47
Number of observations	4471
Missing cells	44773
Missing cells (%)	21.3%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.7 MiB
Average record size in memory	404.0 B

Variable types

Categorical	19
Text	8
DateTime	3
Unsupported	4
Numeric	11
Boolean	2

Dataset

Description	개방자치단체코드,관리번호,인허가일자,인허가취소일자,영업상태코드,영업상태명,상세영업상태코드,상세영업상태명,폐업일자,휴업시작일자,휴업종료일자,재개업일자,전화번호,소재지면적,소재지우편번호,지번주소,도로명주소,도로명우편번호,사업장명,최종수정일자,데이터갱신구분,데이터갱신일자,업태구분명,좌표정보(X),좌표정보(Y),위생업태명,건물지상층수,건물지하층수,사용시작지상층,사용끝지상층,사용시작지하층,사용끝지하층,한실수,양실수,욕실수,발한실여부,좌석수,조건부허가신고사유,조건부허가시작일자,조건부허가종료일자,건물소유구분명,세탁기수,여성종사자수,남성종사자수,회수건조수,침대수,다중이용업소여부
Author	관악구
URL	https://data.seoul.go.kr/dataList/OA-17922/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`조건부허가신고사유` has constant value ""	Constant
`다중이용업소여부` has constant value ""	Constant
`업태구분명` is highly imbalanced (51.5%)	Imbalance
`사용시작지하층` is highly imbalanced (59.3%)	Imbalance
`사용끝지하층` is highly imbalanced (75.6%)	Imbalance
`발한실여부` is highly imbalanced (97.9%)	Imbalance
`조건부허가시작일자` is highly imbalanced (99.7%)	Imbalance
`조건부허가종료일자` is highly imbalanced (99.7%)	Imbalance
`남성종사자수` is highly imbalanced (68.8%)	Imbalance
`인허가취소일자` has 4471 (100.0%) missing values	Missing
`폐업일자` has 1455 (32.5%) missing values	Missing
`휴업시작일자` has 4471 (100.0%) missing values	Missing
`휴업종료일자` has 4471 (100.0%) missing values	Missing
`재개업일자` has 4471 (100.0%) missing values	Missing
`전화번호` has 1817 (40.6%) missing values	Missing
`도로명주소` has 1756 (39.3%) missing values	Missing
`도로명우편번호` has 1768 (39.5%) missing values	Missing
`좌표정보(X)` has 97 (2.2%) missing values	Missing
`좌표정보(Y)` has 97 (2.2%) missing values	Missing
`건물지상층수` has 1253 (28.0%) missing values	Missing
`건물지하층수` has 1537 (34.4%) missing values	Missing
`사용시작지상층` has 1378 (30.8%) missing values	Missing
`사용끝지상층` has 2050 (45.9%) missing values	Missing
`발한실여부` has 938 (21.0%) missing values	Missing
`좌석수` has 942 (21.1%) missing values	Missing
`조건부허가신고사유` has 4470 (> 99.9%) missing values	Missing
`여성종사자수` has 3607 (80.7%) missing values	Missing
`침대수` has 2851 (63.8%) missing values	Missing
`다중이용업소여부` has 871 (19.5%) missing values	Missing
`건물지하층수` is highly skewed (γ1 = 51.06148473)	Skewed
`사용시작지상층` is highly skewed (γ1 = 37.47870614)	Skewed
`사용끝지상층` is highly skewed (γ1 = 47.37694721)	Skewed
`좌석수` is highly skewed (γ1 = 30.32857856)	Skewed
`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
`소재지면적` has 119 (2.7%) zeros	Zeros
`건물지상층수` has 1515 (33.9%) zeros	Zeros
`건물지하층수` has 1785 (39.9%) zeros	Zeros
`사용시작지상층` has 644 (14.4%) zeros	Zeros
`사용끝지상층` has 110 (2.5%) zeros	Zeros
`좌석수` has 91 (2.0%) zeros	Zeros
`여성종사자수` has 833 (18.6%) zeros	Zeros
`침대수` has 1394 (31.2%) zeros	Zeros

Reproduction

Analysis started	2024-05-11 06:34:29.749594
Analysis finished	2024-05-11 06:34:32.265979
Duration	2.52 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

개방자치단체코드
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	35.1 KiB

3200000	4471

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3200000
2nd row	3200000
3rd row	3200000
4th row	3200000
5th row	3200000

Common Values

Value	Count	Frequency (%)
3200000	4471	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3200000	4471	100.0%

관리번호
Text

UNIQUE

Distinct	4471
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	35.1 KiB

Length

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

Characters and Unicode

Total characters	98362
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	4471 ?
Unique (%)	100.0%

Sample

1st row	3200000-204-1969-01713
2nd row	3200000-204-1969-01727
3rd row	3200000-204-1970-01690
4th row	3200000-204-1970-01705
5th row	3200000-204-1971-01709

Value	Count	Frequency (%)
3200000-204-1969-01713	1	< 0.1%
3200000-211-2018-00013	1	< 0.1%
3200000-211-2018-00027	1	< 0.1%
3200000-211-2018-00026	1	< 0.1%
3200000-211-2018-00025	1	< 0.1%
3200000-211-2018-00024	1	< 0.1%
3200000-211-2018-00023	1	< 0.1%
3200000-211-2018-00022	1	< 0.1%
3200000-211-2018-00020	1	< 0.1%
3200000-211-2018-00047	1	< 0.1%
Other values (4461)	4461	99.8%

Most occurring characters

Value	Count	Frequency (%)
0	41779	42.5%
2	15455	15.7%
-	13413	13.6%
1	9394	9.6%
3	6294	6.4%
9	3215	3.3%
4	3188	3.2%
8	1503	1.5%
5	1502	1.5%
6	1344	1.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	84949	86.4%
Dash Punctuation	13413	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	41779	49.2%
2	15455	18.2%
1	9394	11.1%
3	6294	7.4%
9	3215	3.8%
4	3188	3.8%
8	1503	1.8%
5	1502	1.8%
6	1344	1.6%
7	1275	1.5%

Dash Punctuation

Value	Count	Frequency (%)
-	13413	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	98362	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	41779	42.5%
2	15455	15.7%
-	13413	13.6%
1	9394	9.6%
3	6294	6.4%
9	3215	3.3%
4	3188	3.2%
8	1503	1.5%
5	1502	1.5%
6	1344	1.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	98362	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	41779	42.5%
2	15455	15.7%
-	13413	13.6%
1	9394	9.6%
3	6294	6.4%
9	3215	3.3%
4	3188	3.2%
8	1503	1.5%
5	1502	1.5%
6	1344	1.4%

인허가일자
Date

Distinct	3285
Distinct (%)	73.5%
Missing	0
Missing (%)	0.0%
Memory size	35.1 KiB

Minimum	1968-10-14 00:00:00
Maximum	2024-05-08 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4471
Missing (%)	100.0%
Memory size	39.4 KiB

영업상태코드
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	35.1 KiB

3	3016
1	1455

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
3	3016	67.5%
1	1455	32.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	3016	67.5%
1	1455	32.5%

영업상태명
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	35.1 KiB

폐업	3016
영업/정상	1455

Length

Max length	5
Median length	2
Mean length	2.9762917
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	3016	67.5%
영업/정상	1455	32.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	3016	67.5%
영업/정상	1455	32.5%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	35.1 KiB

2	3016
1	1455

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
2	3016	67.5%
1	1455	32.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	3016	67.5%
1	1455	32.5%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	35.1 KiB

폐업	3016
영업	1455

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	3016	67.5%
영업	1455	32.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	3016	67.5%
영업	1455	32.5%

폐업일자
Text

MISSING

Distinct	2144
Distinct (%)	71.1%
Missing	1455
Missing (%)	32.5%
Memory size	35.1 KiB

Length

Max length	10
Median length	8
Mean length	8.1067639
Min length	8

Characters and Unicode

Total characters	24450
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	1699 ?
Unique (%)	56.3%

Sample

1st row	20030326
2nd row	20030407
3rd row	19981001
4th row	19971030
5th row	20030326

Value	Count	Frequency (%)
20030407	92	3.1%
20030326	85	2.8%
20030430	66	2.2%
20030411	31	1.0%
20180205	16	0.5%
20180323	14	0.5%
20170102	11	0.4%
19991013	8	0.3%
2023-04-17	7	0.2%
20180413	7	0.2%
Other values (2134)	2679	88.8%

Most occurring characters

Value	Count	Frequency (%)
0	7602	31.1%
2	5139	21.0%
1	4108	16.8%
9	1604	6.6%
3	1461	6.0%
4	1073	4.4%
7	840	3.4%
6	803	3.3%
8	769	3.1%
5	727	3.0%
Other values (2)	324	1.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	24126	98.7%
Dash Punctuation	322	1.3%
Space Separator	2	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	7602	31.5%
2	5139	21.3%
1	4108	17.0%
9	1604	6.6%
3	1461	6.1%
4	1073	4.4%
7	840	3.5%
6	803	3.3%
8	769	3.2%
5	727	3.0%

Dash Punctuation

Value	Count	Frequency (%)
-	322	100.0%

Space Separator

Value	Count	Frequency (%)
	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	24450	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	7602	31.1%
2	5139	21.0%
1	4108	16.8%
9	1604	6.6%
3	1461	6.0%
4	1073	4.4%
7	840	3.4%
6	803	3.3%
8	769	3.1%
5	727	3.0%
Other values (2)	324	1.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	24450	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	7602	31.1%
2	5139	21.0%
1	4108	16.8%
9	1604	6.6%
3	1461	6.0%
4	1073	4.4%
7	840	3.4%
6	803	3.3%
8	769	3.1%
5	727	3.0%
Other values (2)	324	1.3%

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4471
Missing (%)	100.0%
Memory size	39.4 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4471
Missing (%)	100.0%
Memory size	39.4 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4471
Missing (%)	100.0%
Memory size	39.4 KiB

전화번호
Text

MISSING

Distinct	2369
Distinct (%)	89.3%
Missing	1817
Missing (%)	40.6%
Memory size	35.1 KiB

Length

Max length	12
Median length	10
Mean length	10.201583
Min length	2

Characters and Unicode

Total characters	27075
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	2158 ?
Unique (%)	81.3%

Sample

1st row	02 8786256
2nd row	02 8787806
3rd row	02 8827674
4th row	02 8788732
5th row	0208892581

Value	Count	Frequency (%)
02	2189	42.5%
877	33	0.6%
070	22	0.4%
876	20	0.4%
00000	19	0.4%
0	18	0.3%
883	16	0.3%
0200000000	15	0.3%
882	15	0.3%
871	9	0.2%
Other values (2425)	2796	54.3%

Most occurring characters

Value	Count	Frequency (%)
8	4633	17.1%
0	4504	16.6%
2	4082	15.1%
	2864	10.6%
7	2313	8.5%
5	1721	6.4%
6	1629	6.0%
3	1628	6.0%
1	1289	4.8%
4	1266	4.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	24211	89.4%
Space Separator	2864	10.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
8	4633	19.1%
0	4504	18.6%
2	4082	16.9%
7	2313	9.6%
5	1721	7.1%
6	1629	6.7%
3	1628	6.7%
1	1289	5.3%
4	1266	5.2%
9	1146	4.7%

Space Separator

Value	Count	Frequency (%)
	2864	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	27075	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
8	4633	17.1%
0	4504	16.6%
2	4082	15.1%
	2864	10.6%
7	2313	8.5%
5	1721	6.4%
6	1629	6.0%
3	1628	6.0%
1	1289	4.8%
4	1266	4.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	27075	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
8	4633	17.1%
0	4504	16.6%
2	4082	15.1%
	2864	10.6%
7	2313	8.5%
5	1721	6.4%
6	1629	6.0%
3	1628	6.0%
1	1289	4.8%
4	1266	4.7%

소재지면적
Real number (ℝ)

ZEROS

Distinct	1724
Distinct (%)	38.6%
Missing	2
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	38.895596

Minimum	0
Maximum	495.98
Zeros	119
Zeros (%)	2.7%
Negative	0
Negative (%)	0.0%
Memory size	39.4 KiB

Quantile statistics

Minimum	0
5-th percentile	10.554
Q1	18.5
median	26.44
Q3	45
95-th percentile	112.586
Maximum	495.98
Range	495.98
Interquartile range (IQR)	26.5

Descriptive statistics

Standard deviation	36.521971
Coefficient of variation (CV)	0.93897445
Kurtosis	17.507489
Mean	38.895596
Median Absolute Deviation (MAD)	10.2
Skewness	3.2191687
Sum	173824.42
Variance	1333.8544
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
33.0	203	4.5%
0.0	119	2.7%
26.4	118	2.6%
23.1	94	2.1%
30.0	84	1.9%
19.8	66	1.5%
20.0	58	1.3%
24.0	55	1.2%
16.5	51	1.1%
26.0	51	1.1%
Other values (1714)	3570	79.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	119	2.7%
1.36	1	< 0.1%
2.0	1	< 0.1%
3.0	2	< 0.1%
3.3	1	< 0.1%
4.31	1	< 0.1%
4.95	1	< 0.1%
5.0	3	0.1%
5.81	1	< 0.1%
6.0	2	< 0.1%

Value	Count	Frequency (%)
495.98	1	< 0.1%
382.8	1	< 0.1%
374.0	1	< 0.1%
348.96	1	< 0.1%
335.12	1	< 0.1%
323.4	1	< 0.1%
308.93	1	< 0.1%
290.0	1	< 0.1%
287.43	1	< 0.1%
257.85	1	< 0.1%

소재지우편번호
Text

Distinct	213
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Memory size	35.1 KiB

Length

Max length	7
Median length	6
Mean length	6.1359875
Min length	6

Characters and Unicode

Total characters	27434
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	26 ?
Unique (%)	0.6%

Sample

1st row	151050
2nd row	151050
3rd row	151859
4th row	151050
5th row	151853

Value	Count	Frequency (%)
151050	114	2.5%
151832	113	2.5%
151890	105	2.3%
151843	94	2.1%
151872	90	2.0%
151930	88	2.0%
151892	88	2.0%
151015	87	1.9%
151895	78	1.7%
151844	75	1.7%
Other values (203)	3539	79.2%

Most occurring characters

Value	Count	Frequency (%)
1	9835	35.8%
5	5297	19.3%
8	4370	15.9%
0	1639	6.0%
9	1444	5.3%
3	1182	4.3%
4	941	3.4%
2	876	3.2%
7	678	2.5%
-	608	2.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	26826	97.8%
Dash Punctuation	608	2.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	9835	36.7%
5	5297	19.7%
8	4370	16.3%
0	1639	6.1%
9	1444	5.4%
3	1182	4.4%
4	941	3.5%
2	876	3.3%
7	678	2.5%
6	564	2.1%

Dash Punctuation

Value	Count	Frequency (%)
-	608	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	27434	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	9835	35.8%
5	5297	19.3%
8	4370	15.9%
0	1639	6.0%
9	1444	5.3%
3	1182	4.3%
4	941	3.4%
2	876	3.2%
7	678	2.5%
-	608	2.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	27434	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	9835	35.8%
5	5297	19.3%
8	4370	15.9%
0	1639	6.0%
9	1444	5.3%
3	1182	4.3%
4	941	3.4%
2	876	3.2%
7	678	2.5%
-	608	2.2%

지번주소
Text

Distinct	3594
Distinct (%)	80.4%
Missing	0
Missing (%)	0.0%
Memory size	35.1 KiB

Length

Max length	55
Median length	48
Mean length	24.308208
Min length	17

Characters and Unicode

Total characters	108682
Distinct characters	292
Distinct categories	9 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

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

Unique

Unique	2959 ?
Unique (%)	66.2%

Sample

1st row	서울특별시 관악구 봉천동 94-1번지
2nd row	서울특별시 관악구 봉천동 89-0번지
3rd row	서울특별시 관악구 신림동 246-32번지
4th row	서울특별시 관악구 봉천동 81-0번지
5th row	서울특별시 관악구 신림동 81-36번지

Value	Count	Frequency (%)
서울특별시	4471	22.4%
관악구	4471	22.4%
신림동	2310	11.6%
봉천동	2027	10.1%
1층	451	2.3%
2층	213	1.1%
남현동	134	0.7%
3층	80	0.4%
101호	44	0.2%
지상1층	37	0.2%
Other values (3419)	5743	28.7%

Most occurring characters

Value	Count	Frequency (%)
	18934	17.4%
1	5974	5.5%
동	4634	4.3%
관	4540	4.2%
악	4534	4.2%
시	4487	4.1%
서	4483	4.1%
울	4482	4.1%
구	4477	4.1%
별	4471	4.1%
Other values (282)	47666	43.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	60387	55.6%
Decimal Number	24579	22.6%
Space Separator	18934	17.4%
Dash Punctuation	4330	4.0%
Uppercase Letter	153	0.1%
Close Punctuation	114	0.1%
Open Punctuation	114	0.1%
Other Punctuation	66	0.1%
Lowercase Letter	5	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	4634	7.7%
관	4540	7.5%
악	4534	7.5%
시	4487	7.4%
서	4483	7.4%
울	4482	7.4%
구	4477	7.4%
별	4471	7.4%
특	4471	7.4%
지	3212	5.3%
Other values (241)	16596	27.5%

Uppercase Letter

Value	Count	Frequency (%)
B	34	22.2%
A	24	15.7%
S	20	13.1%
K	12	7.8%
T	11	7.2%
G	10	6.5%
E	8	5.2%
M	4	2.6%
D	4	2.6%
F	3	2.0%
Other values (12)	23	15.0%

Decimal Number

Value	Count	Frequency (%)
1	5974	24.3%
2	2838	11.5%
6	2555	10.4%
4	2348	9.6%
5	2255	9.2%
3	2141	8.7%
0	1795	7.3%
8	1620	6.6%
7	1532	6.2%
9	1521	6.2%

Other Punctuation

Value	Count	Frequency (%)
,	58	87.9%
.	4	6.1%
/	4	6.1%

Lowercase Letter

Value	Count	Frequency (%)
e	4	80.0%
b	1	20.0%

Space Separator

Value	Count	Frequency (%)
	18934	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	4330	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	114	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	114	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	60387	55.6%
Common	48137	44.3%
Latin	158	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	4634	7.7%
관	4540	7.5%
악	4534	7.5%
시	4487	7.4%
서	4483	7.4%
울	4482	7.4%
구	4477	7.4%
별	4471	7.4%
특	4471	7.4%
지	3212	5.3%
Other values (241)	16596	27.5%

Latin

Value	Count	Frequency (%)
B	34	21.5%
A	24	15.2%
S	20	12.7%
K	12	7.6%
T	11	7.0%
G	10	6.3%
E	8	5.1%
M	4	2.5%
D	4	2.5%
e	4	2.5%
Other values (14)	27	17.1%

Common

Value	Count	Frequency (%)
	18934	39.3%
1	5974	12.4%
-	4330	9.0%
2	2838	5.9%
6	2555	5.3%
4	2348	4.9%
5	2255	4.7%
3	2141	4.4%
0	1795	3.7%
8	1620	3.4%
Other values (7)	3347	7.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	60386	55.6%
ASCII	48295	44.4%
Compat Jamo	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	18934	39.2%
1	5974	12.4%
-	4330	9.0%
2	2838	5.9%
6	2555	5.3%
4	2348	4.9%
5	2255	4.7%
3	2141	4.4%
0	1795	3.7%
8	1620	3.4%
Other values (31)	3505	7.3%

Hangul

Value	Count	Frequency (%)
동	4634	7.7%
관	4540	7.5%
악	4534	7.5%
시	4487	7.4%
서	4483	7.4%
울	4482	7.4%
구	4477	7.4%
별	4471	7.4%
특	4471	7.4%
지	3212	5.3%
Other values (240)	16595	27.5%

Compat Jamo

Value	Count	Frequency (%)
ㅍ	1	100.0%

도로명주소
Text

MISSING

Distinct	2386
Distinct (%)	87.9%
Missing	1756
Missing (%)	39.3%
Memory size	35.1 KiB

Length

Max length	65
Median length	49
Mean length	30.299448
Min length	21

Characters and Unicode

Total characters	82263
Distinct characters	309
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	2127 ?
Unique (%)	78.3%

Sample

1st row	서울특별시 관악구 중앙길 5 (봉천동)
2nd row	서울특별시 관악구 신원로 23 (신림동)
3rd row	서울특별시 관악구 양지2길 24 (신림동)
4th row	서울특별시 관악구 청룡1길 7 (봉천동)
5th row	서울특별시 관악구 청림2길 2 (봉천동)

Value	Count	Frequency (%)
서울특별시	2715	16.2%
관악구	2715	16.2%
신림동	1296	7.7%
봉천동	1184	7.1%
1층	904	5.4%
2층	425	2.5%
남부순환로	303	1.8%
3층	193	1.2%
신림로	135	0.8%
봉천로	132	0.8%
Other values (1549)	6760	40.3%

Most occurring characters

Value	Count	Frequency (%)
	14054	17.1%
1	3779	4.6%
관	3037	3.7%
악	2981	3.6%
동	2909	3.5%
(	2766	3.4%
)	2766	3.4%
시	2758	3.4%
서	2739	3.3%
구	2728	3.3%
Other values (299)	41746	50.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	46587	56.6%
Space Separator	14054	17.1%
Decimal Number	13260	16.1%
Open Punctuation	2766	3.4%
Close Punctuation	2766	3.4%
Other Punctuation	2353	2.9%
Dash Punctuation	276	0.3%
Uppercase Letter	194	0.2%
Lowercase Letter	6	< 0.1%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
관	3037	6.5%
악	2981	6.4%
동	2909	6.2%
시	2758	5.9%
서	2739	5.9%
구	2728	5.9%
울	2725	5.8%
별	2715	5.8%
특	2715	5.8%
로	2200	4.7%
Other values (256)	19080	41.0%

Uppercase Letter

Value	Count	Frequency (%)
B	56	28.9%
S	20	10.3%
A	14	7.2%
L	12	6.2%
E	12	6.2%
K	12	6.2%
T	11	5.7%
G	10	5.2%
R	9	4.6%
J	6	3.1%
Other values (13)	32	16.5%

Decimal Number

Value	Count	Frequency (%)
1	3779	28.5%
2	2180	16.4%
3	1459	11.0%
0	1277	9.6%
4	1008	7.6%
6	887	6.7%
5	855	6.4%
8	617	4.7%
9	606	4.6%
7	592	4.5%

Other Punctuation

Value	Count	Frequency (%)
,	2346	99.7%
.	5	0.2%
/	2	0.1%

Lowercase Letter

Value	Count	Frequency (%)
e	4	66.7%
b	2	33.3%

Space Separator

Value	Count	Frequency (%)
	14054	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2766	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2766	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	276	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	46587	56.6%
Common	35476	43.1%
Latin	200	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
관	3037	6.5%
악	2981	6.4%
동	2909	6.2%
시	2758	5.9%
서	2739	5.9%
구	2728	5.9%
울	2725	5.8%
별	2715	5.8%
특	2715	5.8%
로	2200	4.7%
Other values (256)	19080	41.0%

Latin

Value	Count	Frequency (%)
B	56	28.0%
S	20	10.0%
A	14	7.0%
L	12	6.0%
E	12	6.0%
K	12	6.0%
T	11	5.5%
G	10	5.0%
R	9	4.5%
J	6	3.0%
Other values (15)	38	19.0%

Common

Value	Count	Frequency (%)
	14054	39.6%
1	3779	10.7%
(	2766	7.8%
)	2766	7.8%
,	2346	6.6%
2	2180	6.1%
3	1459	4.1%
0	1277	3.6%
4	1008	2.8%
6	887	2.5%
Other values (8)	2954	8.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	46587	56.6%
ASCII	35676	43.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	14054	39.4%
1	3779	10.6%
(	2766	7.8%
)	2766	7.8%
,	2346	6.6%
2	2180	6.1%
3	1459	4.1%
0	1277	3.6%
4	1008	2.8%
6	887	2.5%
Other values (33)	3154	8.8%

Hangul

Value	Count	Frequency (%)
관	3037	6.5%
악	2981	6.4%
동	2909	6.2%
시	2758	5.9%
서	2739	5.9%
구	2728	5.9%
울	2725	5.8%
별	2715	5.8%
특	2715	5.8%
로	2200	4.7%
Other values (256)	19080	41.0%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	151
Distinct (%)	5.6%
Missing	1768
Missing (%)	39.5%
Infinite	0
Infinite (%)	0.0%
Mean	8772.7429

Minimum	8700
Maximum	8866
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	39.4 KiB

Quantile statistics

Minimum	8700
5-th percentile	8705
Q1	8742
median	8771
Q3	8793
95-th percentile	8854
Maximum	8866
Range	166
Interquartile range (IQR)	51

Descriptive statistics

Standard deviation	42.904453
Coefficient of variation (CV)	0.0048906544
Kurtosis	-0.51426422
Mean	8772.7429
Median Absolute Deviation (MAD)	26
Skewness	0.345394
Sum	23712724
Variance	1840.7921
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8793	102	2.3%
8754	99	2.2%
8774	73	1.6%
8788	70	1.6%
8776	61	1.4%
8762	60	1.3%
8737	52	1.2%
8702	51	1.1%
8787	45	1.0%
8701	44	1.0%
Other values (141)	2046	45.8%
(Missing)	1768	39.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8700	8	0.2%
8701	44	1.0%
8702	51	1.1%
8703	8	0.2%
8704	6	0.1%
8705	30	0.7%
8706	14	0.3%
8707	37	0.8%
8708	34	0.8%
8709	10	0.2%

Value	Count	Frequency (%)
8866	2	< 0.1%
8865	9	0.2%
8864	36	0.8%
8863	5	0.1%
8862	4	0.1%
8861	8	0.2%
8860	10	0.2%
8859	14	0.3%
8858	22	0.5%
8857	12	0.3%

사업장명
Text

Distinct	3738
Distinct (%)	83.6%
Missing	0
Missing (%)	0.0%
Memory size	35.1 KiB

Length

Max length	33
Median length	30
Mean length	5.6099307
Min length	1

Characters and Unicode

Total characters	25082
Distinct characters	773
Distinct categories	12 ?
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	3293 ?
Unique (%)	73.7%

Sample

1st row	봉천
2nd row	호산나
3rd row	태양
4th row	원
5th row	김

Value	Count	Frequency (%)
헤어	180	3.1%
hair	73	1.3%
미용실	65	1.1%
네일	55	1.0%
에스테틱	39	0.7%
헤어살롱	21	0.4%
스킨케어	21	0.4%
헤어샵	20	0.3%
뷰티	19	0.3%
nail	18	0.3%
Other values (3879)	5263	91.1%

Most occurring characters

Value	Count	Frequency (%)
어	1532	6.1%
헤	1471	5.9%
	1310	5.2%
미	839	3.3%
리	596	2.4%
용	577	2.3%
실	556	2.2%
이	520	2.1%
스	509	2.0%
일	319	1.3%
Other values (763)	16853	67.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	20730	82.6%
Space Separator	1310	5.2%
Uppercase Letter	1129	4.5%
Lowercase Letter	1086	4.3%
Other Punctuation	264	1.1%
Decimal Number	219	0.9%
Close Punctuation	163	0.6%
Open Punctuation	163	0.6%
Dash Punctuation	12	< 0.1%
Math Symbol	3	< 0.1%
Other values (2)	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
어	1532	7.4%
헤	1471	7.1%
미	839	4.0%
리	596	2.9%
용	577	2.8%
실	556	2.7%
이	520	2.5%
스	509	2.5%
일	319	1.5%
네	308	1.5%
Other values (683)	13503	65.1%

Lowercase Letter

Value	Count	Frequency (%)
a	168	15.5%
i	135	12.4%
e	87	8.0%
r	86	7.9%
n	84	7.7%
o	74	6.8%
l	72	6.6%
h	52	4.8%
y	50	4.6%
t	43	4.0%
Other values (16)	235	21.6%

Uppercase Letter

Value	Count	Frequency (%)
A	109	9.7%
H	98	8.7%
I	91	8.1%
S	78	6.9%
N	72	6.4%
O	65	5.8%
R	63	5.6%
J	62	5.5%
M	62	5.5%
E	59	5.2%
Other values (16)	370	32.8%

Decimal Number

Value	Count	Frequency (%)
0	67	30.6%
2	41	18.7%
1	30	13.7%
3	27	12.3%
5	16	7.3%
4	12	5.5%
8	9	4.1%
9	8	3.7%
7	6	2.7%
6	3	1.4%

Other Punctuation

Value	Count	Frequency (%)
.	77	29.2%
?	64	24.2%
&	51	19.3%
,	26	9.8%
#	23	8.7%
:	10	3.8%
'	8	3.0%
/	4	1.5%
!	1	0.4%

Close Punctuation

Value	Count	Frequency (%)
)	162	99.4%
]	1	0.6%

Open Punctuation

Value	Count	Frequency (%)
(	162	99.4%
[	1	0.6%

Space Separator

Value	Count	Frequency (%)
	1310	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	12	100.0%

Math Symbol

Value	Count	Frequency (%)
=	3	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	2	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	20717	82.6%
Latin	2215	8.8%
Common	2137	8.5%
Han	13	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
어	1532	7.4%
헤	1471	7.1%
미	839	4.0%
리	596	2.9%
용	577	2.8%
실	556	2.7%
이	520	2.5%
스	509	2.5%
일	319	1.5%
네	308	1.5%
Other values (680)	13490	65.1%

Latin

Value	Count	Frequency (%)
a	168	7.6%
i	135	6.1%
A	109	4.9%
H	98	4.4%
I	91	4.1%
e	87	3.9%
r	86	3.9%
n	84	3.8%
S	78	3.5%
o	74	3.3%
Other values (42)	1205	54.4%

Common

Value	Count	Frequency (%)
	1310	61.3%
)	162	7.6%
(	162	7.6%
.	77	3.6%
0	67	3.1%
?	64	3.0%
&	51	2.4%
2	41	1.9%
1	30	1.4%
3	27	1.3%
Other values (18)	146	6.8%

Han

Value	Count	Frequency (%)
美	11	84.6%
孝	1	7.7%
作	1	7.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	20708	82.6%
ASCII	4352	17.4%
CJK	13	0.1%
Compat Jamo	9	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
어	1532	7.4%
헤	1471	7.1%
미	839	4.1%
리	596	2.9%
용	577	2.8%
실	556	2.7%
이	520	2.5%
스	509	2.5%
일	319	1.5%
네	308	1.5%
Other values (679)	13481	65.1%

ASCII

Value	Count	Frequency (%)
	1310	30.1%
a	168	3.9%
)	162	3.7%
(	162	3.7%
i	135	3.1%
A	109	2.5%
H	98	2.3%
I	91	2.1%
e	87	2.0%
r	86	2.0%
Other values (70)	1944	44.7%

CJK

Value	Count	Frequency (%)
美	11	84.6%
孝	1	7.7%
作	1	7.7%

Compat Jamo

Value	Count	Frequency (%)
ㅍ	9	100.0%

최종수정일자
Date

Distinct	3349
Distinct (%)	74.9%
Missing	0
Missing (%)	0.0%
Memory size	35.1 KiB

Minimum	1999-01-05 00:00:00
Maximum	2024-05-08 17:05:45

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	35.1 KiB

I	3120
U	1322
D	29

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
I	3120	69.8%
U	1322	29.6%
D	29	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	3120	69.8%
u	1322	29.6%
d	29	0.6%

데이터갱신일자
Date

Distinct	904
Distinct (%)	20.2%
Missing	0
Missing (%)	0.0%
Memory size	35.1 KiB

Minimum	2018-08-31 23:59:59
Maximum	2023-12-05 00:03:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	35.1 KiB

일반미용업	3446
피부미용업	535
네일아트업	355
메이크업업	88
기타	47

Length

Max length	5
Median length	5
Mean length	4.9684634
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
일반미용업	3446	77.1%
피부미용업	535	12.0%
네일아트업	355	7.9%
메이크업업	88	2.0%
기타	47	1.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반미용업	3446	77.1%
피부미용업	535	12.0%
네일아트업	355	7.9%
메이크업업	88	2.0%
기타	47	1.1%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	2321
Distinct (%)	53.1%
Missing	97
Missing (%)	2.2%
Infinite	0
Infinite (%)	0.0%
Mean	194411.48

Minimum	191161.85
Maximum	198374.47
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	39.4 KiB

Quantile statistics

Minimum	191161.85
5-th percentile	192158.55
Q1	193286.87
median	194287.02
Q3	195725.43
95-th percentile	196957.06
Maximum	198374.47
Range	7212.6238
Interquartile range (IQR)	2438.5687

Descriptive statistics

Standard deviation	1589.35
Coefficient of variation (CV)	0.0081751856
Kurtosis	-0.67317344
Mean	194411.48
Median Absolute Deviation (MAD)	1302.4168
Skewness	0.23602838
Sum	8.5035583 × 10⁸
Variance	2526033.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
193735.829747067	28	0.6%
198284.078546351	27	0.6%
195563.161650411	21	0.5%
196257.833652996	20	0.4%
195888.192100225	19	0.4%
195045.515107949	16	0.4%
195703.043681259	13	0.3%
196384.544308046	13	0.3%
195635.738009117	12	0.3%
193578.742465284	12	0.3%
Other values (2311)	4193	93.8%
(Missing)	97	2.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
191161.849432287	1	< 0.1%
191204.884621244	1	< 0.1%
191206.518253355	1	< 0.1%
191210.00657717	2	< 0.1%
191215.879312952	3	0.1%
191217.026445816	1	< 0.1%
191222.075430617	1	< 0.1%
191224.178786196	7	0.2%
191228.411082685	1	< 0.1%
191237.262245059	3	0.1%

Value	Count	Frequency (%)
198374.473281221	3	0.1%
198316.361984331	1	< 0.1%
198315.174254041	2	< 0.1%
198305.07819874	1	< 0.1%
198297.240031378	1	< 0.1%
198288.009848713	2	< 0.1%
198284.078546351	27	0.6%
198282.196473514	5	0.1%
198278.931088754	1	< 0.1%
198278.438025281	3	0.1%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	2321
Distinct (%)	53.1%
Missing	97
Missing (%)	2.2%
Infinite	0
Infinite (%)	0.0%
Mean	442040.15

Minimum	439023.17
Maximum	443547.05
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	39.4 KiB

Quantile statistics

Minimum	439023.17
5-th percentile	440718.8
Q1	441542.57
median	442183.47
Q3	442563.75
95-th percentile	443018.32
Maximum	443547.05
Range	4523.8826
Interquartile range (IQR)	1021.1805

Descriptive statistics

Standard deviation	718.02214
Coefficient of variation (CV)	0.0016243369
Kurtosis	0.12903282
Mean	442040.15
Median Absolute Deviation (MAD)	467.33021
Skewness	-0.70027331
Sum	1.9334836 × 10⁹
Variance	515555.79
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
442552.922888015	28	0.6%
441368.909286824	27	0.6%
443064.437566493	21	0.5%
443341.379446435	20	0.4%
442019.999681675	19	0.4%
443011.455007816	16	0.4%
442094.085759338	13	0.3%
442822.980265735	13	0.3%
442172.892032644	12	0.3%
443547.049696825	12	0.3%
Other values (2311)	4193	93.8%
(Missing)	97	2.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
439023.167125842	2	< 0.1%
439787.715563055	5	0.1%
439809.669640911	1	< 0.1%
439816.999224208	6	0.1%
439834.740321124	1	< 0.1%
439843.900681742	1	< 0.1%
439852.868058712	3	0.1%
439853.488919065	1	< 0.1%
439855.187608334	1	< 0.1%
439885.315238411	3	0.1%

Value	Count	Frequency (%)
443547.049696825	12	0.3%
443513.655954844	1	< 0.1%
443437.692580028	1	< 0.1%
443362.75555511	3	0.1%
443347.669199144	2	< 0.1%
443341.379446435	20	0.4%
443335.812378395	2	< 0.1%
443331.236806488	1	< 0.1%
443315.864044162	1	< 0.1%
443314.941516933	1	< 0.1%

위생업태명
Categorical

Distinct	16
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	35.1 KiB

미용업	1787
일반미용업	1152
<NA>	871
피부미용업	307
네일미용업	116
Other values (11)	238

Length

Max length	23
Median length	16
Mean length	4.3413107
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
미용업	1787	40.0%
일반미용업	1152	25.8%
<NA>	871	19.5%
피부미용업	307	6.9%
네일미용업	116	2.6%
종합미용업	86	1.9%
피부미용업, 네일미용업	35	0.8%
일반미용업, 네일미용업	26	0.6%
네일미용업, 화장ㆍ분장 미용업	22	0.5%
화장ㆍ분장 미용업	16	0.4%
Other values (6)	53	1.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
미용업	1875	39.7%
일반미용업	1204	25.5%
na	871	18.4%
피부미용업	375	7.9%
네일미용업	224	4.7%
화장ㆍ분장	88	1.9%
종합미용업	86	1.8%

건물지상층수
Real number (ℝ)

MISSING ZEROS

Distinct	25
Distinct (%)	0.8%
Missing	1253
Missing (%)	28.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.9838409

Minimum	0
Maximum	42
Zeros	1515
Zeros (%)	33.9%
Negative	0
Negative (%)	0.0%
Memory size	39.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	3
95-th percentile	6
Maximum	42
Range	42
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.7227703
Coefficient of variation (CV)	1.3724741
Kurtosis	31.663444
Mean	1.9838409
Median Absolute Deviation (MAD)	2
Skewness	3.7370916
Sum	6384
Variance	7.4134783
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
0	1515	33.9%
3	486	10.9%
2	436	9.8%
4	386	8.6%
5	169	3.8%
1	58	1.3%
6	52	1.2%
7	34	0.8%
15	18	0.4%
8	18	0.4%
Other values (15)	46	1.0%
(Missing)	1253	28.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1515	33.9%
1	58	1.3%
2	436	9.8%
3	486	10.9%
4	386	8.6%
5	169	3.8%
6	52	1.2%
7	34	0.8%
8	18	0.4%
9	9	0.2%

Value	Count	Frequency (%)
42	1	< 0.1%
36	1	< 0.1%
26	1	< 0.1%
25	1	< 0.1%
24	1	< 0.1%
23	1	< 0.1%
20	1	< 0.1%
18	1	< 0.1%
17	1	< 0.1%
15	18	0.4%

건물지하층수
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	10
Distinct (%)	0.3%
Missing	1537
Missing (%)	34.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.52931152

Minimum	0
Maximum	202
Zeros	1785
Zeros (%)	39.9%
Negative	0
Negative (%)	0.0%
Memory size	39.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	1
Maximum	202
Range	202
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	3.7953522
Coefficient of variation (CV)	7.1703562
Kurtosis	2709.8251
Mean	0.52931152
Median Absolute Deviation (MAD)	0
Skewness	51.061485
Sum	1553
Variance	14.404698
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	1785	39.9%
1	1058	23.7%
2	46	1.0%
4	14	0.3%
3	13	0.3%
5	7	0.2%
7	5	0.1%
8	3	0.1%
6	2	< 0.1%
202	1	< 0.1%
(Missing)	1537	34.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1785	39.9%
1	1058	23.7%
2	46	1.0%
3	13	0.3%
4	14	0.3%
5	7	0.2%
6	2	< 0.1%
7	5	0.1%
8	3	0.1%
202	1	< 0.1%

Value	Count	Frequency (%)
202	1	< 0.1%
8	3	0.1%
7	5	0.1%
6	2	< 0.1%
5	7	0.2%
4	14	0.3%
3	13	0.3%
2	46	1.0%
1	1058	23.7%
0	1785	39.9%

사용시작지상층
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	13
Distinct (%)	0.4%
Missing	1378
Missing (%)	30.8%
Infinite	0
Infinite (%)	0.0%
Mean	1.199806

Minimum	0
Maximum	109
Zeros	644
Zeros (%)	14.4%
Negative	0
Negative (%)	0.0%
Memory size	39.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	1
95-th percentile	3
Maximum	109
Range	109
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.2185359
Coefficient of variation (CV)	1.8490788
Kurtosis	1804.756
Mean	1.199806
Median Absolute Deviation (MAD)	0
Skewness	37.478706
Sum	3711
Variance	4.9219016
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
1	1736	38.8%
0	644	14.4%
2	466	10.4%
3	162	3.6%
4	38	0.8%
5	23	0.5%
6	9	0.2%
7	5	0.1%
13	3	0.1%
8	3	0.1%
Other values (3)	4	0.1%
(Missing)	1378	30.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	644	14.4%
1	1736	38.8%
2	466	10.4%
3	162	3.6%
4	38	0.8%
5	23	0.5%
6	9	0.2%
7	5	0.1%
8	3	0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
109	1	< 0.1%
13	3	0.1%
10	2	< 0.1%
9	1	< 0.1%
8	3	0.1%
7	5	0.1%
6	9	0.2%
5	23	0.5%
4	38	0.8%
3	162	3.6%

사용끝지상층
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	13
Distinct (%)	0.5%
Missing	2050
Missing (%)	45.9%
Infinite	0
Infinite (%)	0.0%
Mean	1.716233

Minimum	0
Maximum	706
Zeros	110
Zeros (%)	2.5%
Negative	0
Negative (%)	0.0%
Memory size	39.4 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	2
95-th percentile	3
Maximum	706
Range	706
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	14.518442
Coefficient of variation (CV)	8.4594818
Kurtosis	2292.1195
Mean	1.716233
Median Absolute Deviation (MAD)	0
Skewness	47.376947
Sum	4155
Variance	210.78515
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
1	1650	36.9%
2	439	9.8%
3	152	3.4%
0	110	2.5%
4	32	0.7%
5	20	0.4%
6	6	0.1%
7	4	0.1%
13	3	0.1%
8	2	< 0.1%
Other values (3)	3	0.1%
(Missing)	2050	45.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	110	2.5%
1	1650	36.9%
2	439	9.8%
3	152	3.4%
4	32	0.7%
5	20	0.4%
6	6	0.1%
7	4	0.1%
8	2	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
706	1	< 0.1%
109	1	< 0.1%
13	3	0.1%
9	1	< 0.1%
8	2	< 0.1%
7	4	0.1%
6	6	0.1%
5	20	0.4%
4	32	0.7%
3	152	3.4%

사용시작지하층
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	35.1 KiB

<NA>	3321
0	1047
1	93
2	9
3	1

Length

Max length	4
Median length	4
Mean length	3.2283605
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	3321	74.3%
0	1047	23.4%
1	93	2.1%
2	9	0.2%
3	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3321	74.3%
0	1047	23.4%
1	93	2.1%
2	9	0.2%
3	1	< 0.1%

사용끝지하층
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	35.1 KiB

<NA>	3922
0	454
1	85
2	8
102	1

Length

Max length	4
Median length	4
Mean length	3.6320734
Min length	1

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	3922	87.7%
0	454	10.2%
1	85	1.9%
2	8	0.2%
102	1	< 0.1%
3	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3922	87.7%
0	454	10.2%
1	85	1.9%
2	8	0.2%
102	1	< 0.1%
3	1	< 0.1%

한실수
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	35.1 KiB

0	2339
<NA>	2132

Length

Max length	4
Median length	1
Mean length	2.4305524
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	2339	52.3%
<NA>	2132	47.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	2339	52.3%
na	2132	47.7%

양실수
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	35.1 KiB

0	2339
<NA>	2132

Length

Max length	4
Median length	1
Mean length	2.4305524
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	2339	52.3%
<NA>	2132	47.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	2339	52.3%
na	2132	47.7%

욕실수
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	35.1 KiB

0	2339
<NA>	2132

Length

Max length	4
Median length	1
Mean length	2.4305524
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	2339	52.3%
<NA>	2132	47.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	2339	52.3%
na	2132	47.7%

발한실여부
Boolean

IMBALANCE MISSING

Distinct	2
Distinct (%)	0.1%
Missing	938
Missing (%)	21.0%
Memory size	8.9 KiB

False	3526
True	7
(Missing)	938

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	3526	78.9%
True	7	0.2%
(Missing)	938	21.0%

좌석수
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	21
Distinct (%)	0.6%
Missing	942
Missing (%)	21.1%
Infinite	0
Infinite (%)	0.0%
Mean	3.7979598

Minimum	0
Maximum	195
Zeros	91
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	39.4 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	3
median	3
Q3	4
95-th percentile	8
Maximum	195
Range	195
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	5.0928718
Coefficient of variation (CV)	1.3409494
Kurtosis	1126.4619
Mean	3.7979598
Median Absolute Deviation (MAD)	1
Skewness	30.328579
Sum	13403
Variance	25.937343
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
3	1475	33.0%
4	625	14.0%
2	584	13.1%
5	239	5.3%
6	167	3.7%
0	91	2.0%
8	83	1.9%
7	69	1.5%
1	69	1.5%
10	35	0.8%
Other values (11)	92	2.1%
(Missing)	942	21.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	91	2.0%
1	69	1.5%
2	584	13.1%
3	1475	33.0%
4	625	14.0%
5	239	5.3%
6	167	3.7%
7	69	1.5%
8	83	1.9%
9	17	0.4%

Value	Count	Frequency (%)
195	2	< 0.1%
40	1	< 0.1%
31	1	< 0.1%
22	2	< 0.1%
16	4	0.1%
15	7	0.2%
14	14	0.3%
13	4	0.1%
12	32	0.7%
11	8	0.2%

조건부허가신고사유
Text

CONSTANT MISSING

Distinct	1
Distinct (%)	100.0%
Missing	4470
Missing (%)	> 99.9%
Memory size	35.1 KiB

Length

Max length	35
Median length	35
Mean length	35
Min length	35

Characters and Unicode

Total characters	35
Distinct characters	27
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	1 ?
Unique (%)	100.0%

Sample

1st row	건축과-32754(2014.12.30)호에 의거 임시사용승인기간

Value	Count	Frequency (%)
건축과-32754(2014.12.30)호에	1	33.3%
의거	1	33.3%
임시사용승인기간	1	33.3%

Most occurring characters

Value	Count	Frequency (%)
2	3	8.6%
4	2	5.7%
.	2	5.7%
1	2	5.7%
0	2	5.7%
	2	5.7%
3	2	5.7%
승	1	2.9%
용	1	2.9%
의	1	2.9%
Other values (17)	17	48.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	15	42.9%
Decimal Number	13	37.1%
Other Punctuation	2	5.7%
Space Separator	2	5.7%
Close Punctuation	1	2.9%
Open Punctuation	1	2.9%
Dash Punctuation	1	2.9%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
승	1	6.7%
용	1	6.7%
의	1	6.7%
사	1	6.7%
인	1	6.7%
기	1	6.7%
시	1	6.7%
임	1	6.7%
거	1	6.7%
건	1	6.7%
Other values (5)	5	33.3%

Decimal Number

Value	Count	Frequency (%)
2	3	23.1%
4	2	15.4%
1	2	15.4%
0	2	15.4%
3	2	15.4%
5	1	7.7%
7	1	7.7%

Other Punctuation

Value	Count	Frequency (%)
.	2	100.0%

Space Separator

Value	Count	Frequency (%)
	2	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	20	57.1%
Hangul	15	42.9%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
승	1	6.7%
용	1	6.7%
의	1	6.7%
사	1	6.7%
인	1	6.7%
기	1	6.7%
시	1	6.7%
임	1	6.7%
거	1	6.7%
건	1	6.7%
Other values (5)	5	33.3%

Common

Value	Count	Frequency (%)
2	3	15.0%
4	2	10.0%
.	2	10.0%
1	2	10.0%
0	2	10.0%
	2	10.0%
3	2	10.0%
)	1	5.0%
(	1	5.0%
5	1	5.0%
Other values (2)	2	10.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	20	57.1%
Hangul	15	42.9%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	3	15.0%
4	2	10.0%
.	2	10.0%
1	2	10.0%
0	2	10.0%
	2	10.0%
3	2	10.0%
)	1	5.0%
(	1	5.0%
5	1	5.0%
Other values (2)	2	10.0%

Hangul

Value	Count	Frequency (%)
승	1	6.7%
용	1	6.7%
의	1	6.7%
사	1	6.7%
인	1	6.7%
기	1	6.7%
시	1	6.7%
임	1	6.7%
거	1	6.7%
건	1	6.7%
Other values (5)	5	33.3%

조건부허가시작일자
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	35.1 KiB

<NA>	4470
20170413	1

Length

Max length	8
Median length	4
Mean length	4.0008947
Min length	4

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	4470	> 99.9%
20170413	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4470	> 99.9%
20170413	1	< 0.1%

조건부허가종료일자
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	35.1 KiB

<NA>	4470
20181231	1

Length

Max length	8
Median length	4
Mean length	4.0008947
Min length	4

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	4470	> 99.9%
20181231	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4470	> 99.9%
20181231	1	< 0.1%

건물소유구분명
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	35.1 KiB

<NA>	3070
임대	1375
자가	26

Length

Max length	4
Median length	4
Mean length	3.3732946
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>	3070	68.7%
임대	1375	30.8%
자가	26	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3070	68.7%
임대	1375	30.8%
자가	26	0.6%

세탁기수
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	35.1 KiB

<NA>	2728
0	1743

Length

Max length	4
Median length	4
Mean length	2.830463
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	2728	61.0%
0	1743	39.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2728	61.0%
0	1743	39.0%

여성종사자수
Real number (ℝ)

MISSING ZEROS

Distinct	7
Distinct (%)	0.8%
Missing	3607
Missing (%)	80.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.079861111

Minimum	0
Maximum	13
Zeros	833
Zeros (%)	18.6%
Negative	0
Negative (%)	0.0%
Memory size	39.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	13
Range	13
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.61601792
Coefficient of variation (CV)	7.7136157
Kurtosis	254.16651
Mean	0.079861111
Median Absolute Deviation (MAD)	0
Skewness	14.140528
Sum	69
Variance	0.37947808
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	833	18.6%
1	16	0.4%
2	9	0.2%
3	3	0.1%
6	1	< 0.1%
13	1	< 0.1%
7	1	< 0.1%
(Missing)	3607	80.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	833	18.6%
1	16	0.4%
2	9	0.2%
3	3	0.1%
6	1	< 0.1%
7	1	< 0.1%
13	1	< 0.1%

Value	Count	Frequency (%)
13	1	< 0.1%
7	1	< 0.1%
6	1	< 0.1%
3	3	0.1%
2	9	0.2%
1	16	0.4%
0	833	18.6%

남성종사자수
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	35.1 KiB

<NA>	3609
0	854
1	6
7	1
2	1

Length

Max length	4
Median length	4
Mean length	3.4216059
Min length	1

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	3609	80.7%
0	854	19.1%
1	6	0.1%
7	1	< 0.1%
2	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3609	80.7%
0	854	19.1%
1	6	0.1%
7	1	< 0.1%
2	1	< 0.1%

회수건조수
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	35.1 KiB

<NA>	2838
0	1633

Length

Max length	4
Median length	4
Mean length	2.904272
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	2838	63.5%
0	1633	36.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2838	63.5%
0	1633	36.5%

침대수
Real number (ℝ)

MISSING ZEROS

Distinct	14
Distinct (%)	0.9%
Missing	2851
Missing (%)	63.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.44753086

Minimum	0
Maximum	16
Zeros	1394
Zeros (%)	31.2%
Negative	0
Negative (%)	0.0%
Memory size	39.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	3
Maximum	16
Range	16
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.4615813
Coefficient of variation (CV)	3.2658783
Kurtosis	26.414289
Mean	0.44753086
Median Absolute Deviation (MAD)	0
Skewness	4.5929443
Sum	725
Variance	2.13622
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
0	1394	31.2%
1	65	1.5%
2	56	1.3%
3	30	0.7%
4	24	0.5%
5	15	0.3%
7	15	0.3%
6	7	0.2%
8	5	0.1%
10	4	0.1%
Other values (4)	5	0.1%
(Missing)	2851	63.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1394	31.2%
1	65	1.5%
2	56	1.3%
3	30	0.7%
4	24	0.5%
5	15	0.3%
6	7	0.2%
7	15	0.3%
8	5	0.1%
9	2	< 0.1%

Value	Count	Frequency (%)
16	1	< 0.1%
14	1	< 0.1%
12	1	< 0.1%
10	4	0.1%
9	2	< 0.1%
8	5	0.1%
7	15	0.3%
6	7	0.2%
5	15	0.3%
4	24	0.5%

다중이용업소여부
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	< 0.1%
Missing	871
Missing (%)	19.5%
Memory size	8.9 KiB

False	3600
(Missing)	871

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	3600	80.5%
(Missing)	871	19.5%

First rows
Last rows

	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	전화번호	소재지면적	소재지우편번호	지번주소	도로명주소	도로명우편번호	사업장명	최종수정일자	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(X)	좌표정보(Y)	위생업태명	건물지상층수	건물지하층수	사용시작지상층	사용끝지상층	사용시작지하층	사용끝지하층	한실수	양실수	욕실수	발한실여부	좌석수	조건부허가신고사유	조건부허가시작일자	조건부허가종료일자	건물소유구분명	세탁기수	여성종사자수	남성종사자수	회수건조수	침대수	다중이용업소여부
0	3200000	3200000-204-1969-01713	19690813	<NA>	3	폐업	2	폐업	20030326	<NA>	<NA>	<NA>	02 8786256	20.24	151050	서울특별시 관악구 봉천동 94-1번지	<NA>	<NA>	봉천	2003-03-26 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	<NA>	<NA>	미용업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
1	3200000	3200000-204-1969-01727	19691129	<NA>	3	폐업	2	폐업	20030407	<NA>	<NA>	<NA>	02 8787806	11.02	151050	서울특별시 관악구 봉천동 89-0번지	<NA>	<NA>	호산나	2003-04-07 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	<NA>	<NA>	미용업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
2	3200000	3200000-204-1970-01690	19700827	<NA>	3	폐업	2	폐업	19981001	<NA>	<NA>	<NA>	02 8827674	11.52	151859	서울특별시 관악구 신림동 246-32번지	<NA>	<NA>	태양	2001-12-04 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	194445.666172	440777.414689	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
3	3200000	3200000-204-1970-01705	19701020	<NA>	3	폐업	2	폐업	19971030	<NA>	<NA>	<NA>	02 8788732	11.84	151050	서울특별시 관악구 봉천동 81-0번지	<NA>	<NA>	원	1999-01-21 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	<NA>	<NA>	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
4	3200000	3200000-204-1971-01709	19710209	<NA>	3	폐업	2	폐업	20030326	<NA>	<NA>	<NA>	0208892581	18.47	151853	서울특별시 관악구 신림동 81-36번지	<NA>	<NA>	김	2003-03-26 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	<NA>	<NA>	미용업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	3	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
5	3200000	3200000-204-1971-01720	19710802	<NA>	3	폐업	2	폐업	20030326	<NA>	<NA>	<NA>	0208830623	14.4	151803	서울특별시 관악구 봉천동 7-126번지	<NA>	<NA>	정아	2003-03-26 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	196136.161308	442767.303111	미용업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
6	3200000	3200000-204-1972-01676	19720922	<NA>	3	폐업	2	폐업	20000613	<NA>	<NA>	<NA>	0208839935	16.07	151829	서울특별시 관악구 봉천동 653-2번지	<NA>	<NA>	현	2000-06-13 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	<NA>	<NA>	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
7	3200000	3200000-204-1972-01693	19720510	<NA>	3	폐업	2	폐업	20030326	<NA>	<NA>	<NA>	0208626432	12.0	151855	서울특별시 관악구 신림동 104-0번지	<NA>	<NA>	대원	2003-03-26 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	<NA>	<NA>	미용업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	3	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
8	3200000	3200000-204-1972-01701	19720105	<NA>	3	폐업	2	폐업	19970127	<NA>	<NA>	<NA>	02 8713214	11.6	151050	서울특별시 관악구 봉천동 94-1번지	<NA>	<NA>	마돈나	2001-09-29 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	<NA>	<NA>	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	2	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N
9	3200000	3200000-204-1972-01702	19720406	<NA>	3	폐업	2	폐업	19951211	<NA>	<NA>	<NA>	02 8894373	16.53	151826	서울특별시 관악구 봉천동 498-2번지	<NA>	<NA>	영신	2001-09-29 00:00:00	I	2018-08-31 23:59:59.0	일반미용업	<NA>	<NA>	미용업	0	0	0	<NA>	0	<NA>	0	0	0	N	3	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N

	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	전화번호	소재지면적	소재지우편번호	지번주소	도로명주소	도로명우편번호	사업장명	최종수정일자	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(X)	좌표정보(Y)	위생업태명	건물지상층수	건물지하층수	사용시작지상층	사용끝지상층	사용시작지하층	사용끝지하층	한실수	양실수	욕실수	발한실여부	좌석수	조건부허가신고사유	조건부허가시작일자	조건부허가종료일자	건물소유구분명	세탁기수	여성종사자수	남성종사자수	회수건조수	침대수	다중이용업소여부
4461	3200000	3200000-226-2021-00002	20210413	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	41.82	151832	서울특별시 관악구 봉천동 1659-4 동림오피스텔	서울특별시 관악구 남부순환로 1924, 동림오피스텔 b202호 (봉천동)	8793	원앤원 속눈썹	2021-04-13 10:45:45	I	2021-04-15 00:22:57.0	메이크업업	196651.522369	441647.080647	피부미용업, 네일미용업, 화장ㆍ분장 미용업	0	0	<NA>	<NA>	1	<NA>	0	0	0	N	5	<NA>	<NA>	<NA>	<NA>	0	0	0	0	0	N
4462	3200000	3200000-226-2021-00003	20210625	<NA>	3	폐업	2	폐업	20220919	<NA>	<NA>	<NA>	<NA>	26.2	151874	서울특별시 관악구 신림동 518-17	서울특별시 관악구 신사로 88, 4층 401호 (신림동)	8701	수리 네일 속눈썹	2022-09-19 16:53:57	U	2021-12-08 22:01:00.0	네일아트업	192200.285143	442683.091787	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4463	3200000	3200000-226-2021-00004	2021-03-05	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	27.0	151-913	서울특별시 관악구 봉천동 636-126	서울특별시 관악구 국회단지길 27, 1층 (봉천동)	8717	오르막네일	2023-04-20 10:21:36	U	2022-12-03 22:03:00.0	네일아트업	194606.507511	442809.978728	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4464	3200000	3200000-226-2022-00001	20220307	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	33.0	151930	서울특별시 관악구 신림동 1641-52	서울특별시 관악구 신림로 294, 2층 201호 (신림동)	8778	뷰뷰팩토리	2023-01-02 16:46:09	I	2022-12-01 00:04:00.0	네일아트업	193779.096297	442059.279669	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4465	3200000	3200000-226-2022-00002	2022-12-01	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	050714945028	37.3	151-843	서울특별시 관악구 봉천동 951-1	서울특별시 관악구 은천로 36, 2층 202호 (봉천동)	8749	신데렐라스킨앤바디	2023-04-10 15:10:19	I	2022-12-03 23:02:00.0	피부미용업	194555.426657	442649.537946	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4466	3200000	3200000-226-2022-00003	2022-10-28	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	23.0	151-891	서울특별시 관악구 신림동 1427-9 영지빌 101호	서울특별시 관악구 봉천로14길 6, 영지빌 1층 101호 (신림동)	8753	미미아이	2024-03-25 15:50:08	I	2023-12-02 22:07:00.0	메이크업업	193744.020487	442858.29694	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4467	3200000	3200000-226-2023-00001	2023-02-16	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	36.42	151-895	서울특별시 관악구 신림동 1523-1 일성트루엘	서울특별시 관악구 신림로23길 16, 일성트루엘 1층 1008호 (신림동)	8812	bbnail	2023-02-16 13:17:49	I	2022-12-01 23:08:00.0	네일아트업	194135.772735	440917.845099	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4468	3200000	3200000-226-2023-00002	2023-03-17	<NA>	3	폐업	2	폐업	2023-05-08	<NA>	<NA>	<NA>	<NA>	50.49	151-844	서울특별시 관악구 봉천동 927-8	서울특별시 관악구 남부순환로 1728, 3층 (봉천동)	8784	블루문 SPA	2023-05-08 11:01:52	U	2022-12-04 23:00:00.0	피부미용업	194803.029134	442215.131492	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4469	3200000	3200000-226-2023-00003	2023-03-14	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	26.0	151-822	서울특별시 관악구 봉천동 871-80	서울특별시 관악구 봉천로49길 5, 1층 (봉천동)	8745	뷰뷰네일 서울대입구역점	2023-09-07 11:59:02	I	2022-12-09 00:09:00.0	메이크업업	195668.911567	442276.497742	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4470	3200000	3200000-226-2023-00004	2023-11-28	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	53.45	151-930	서울특별시 관악구 신림동 1640-47	서울특별시 관악구 신림로59길 6, 3층 (신림동)	8776	유앤왁싱	2024-02-22 11:15:49	I	2023-12-01 22:04:00.0	피부미용업	193694.0105	442322.804815	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

Overview

Variables

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

Dash Punctuation

Space Separator

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Space Separator

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

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

Other Letter

Uppercase Letter

Decimal Number

Other Punctuation

Lowercase Letter

Space Separator

Dash Punctuation

Close Punctuation

Open Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks