gimi9 Pandas Profiling

Dataset statistics

Number of variables	36
Number of observations	500
Missing cells	4013
Missing cells (%)	22.3%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	151.5 KiB
Average record size in memory	310.3 B

Variable types

Numeric	16
Categorical	6
Text	8
Boolean	1
Unsupported	4
DateTime	1

Dataset

Description	샘플 데이터
Author	서울시
URL	https://bigdata.seoul.go.kr/data/selectSampleData.do?sample_data_seq=23

Alerts

`발한실_여부(BALHANSIL_AT)` is highly imbalanced (75.4%)	Imbalance
`세탁기_수(WASHMC_CO)` is highly imbalanced (90.4%)	Imbalance
`내국인_외국인_구분(NATIVE_FRGNR_SE)` is highly imbalanced (94.7%)	Imbalance
`국적(NLTY)` is highly imbalanced (94.7%)	Imbalance
`업소_소재지_전화번호(BSSH_LOCPLC_TELNO)` has 51 (10.2%) missing values	Missing
`법인명(CPR_NM)` has 470 (94.0%) missing values	Missing
`법인번호(CPR_NO)` has 473 (94.6%) missing values	Missing
`폐업_일자(BIZQIT_DE)` has 196 (39.2%) missing values	Missing
`폐업_사유(BIZQIT_SE_RESN)` has 221 (44.2%) missing values	Missing
`교육_수료_일(EDC_COMPL_DE)` has 339 (67.8%) missing values	Missing
`발한실_여부(BALHANSIL_AT)` has 11 (2.2%) missing values	Missing
`참고_사항(REFER_MATTER)` has 500 (100.0%) missing values	Missing
`신_주소(OLD_ADRES)` has 248 (49.6%) missing values	Missing
`업종소분류코드(INDUTY_SCLAS_CD)` has 500 (100.0%) missing values	Missing
`업종업태코드(SNITAT_BIZCND_CD)` has 500 (100.0%) missing values	Missing
`도로코드(ROAD_CD)` has 500 (100.0%) missing values	Missing
`참고_사항(REFER_MATTER)` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`업종소분류코드(INDUTY_SCLAS_CD)` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`업종업태코드(SNITAT_BIZCND_CD)` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`도로코드(ROAD_CD)` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`영업장_면적(BUZPLC_AR)` has 47 (9.4%) zeros	Zeros
`객실_수(RUM_CO)` has 482 (96.4%) zeros	Zeros
`한실_수(HANSHIL_CO)` has 482 (96.4%) zeros	Zeros
`양실_수(YANGSIL_CO)` has 485 (97.0%) zeros	Zeros
`의자_수(CHAIR_CO)` has 203 (40.6%) zeros	Zeros
`욕실_수(BTR_CO)` has 488 (97.6%) zeros	Zeros

Reproduction

Analysis started	2023-12-10 15:00:02.381086
Analysis finished	2023-12-10 15:00:04.450420
Duration	2.07 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

자치구_코드(ATDRC_CD)
Real number (ℝ)

Distinct	25
Distinct (%)	5.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3133740

Minimum	3000000
Maximum	3240000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	3000000
5-th percentile	3010000
Q1	3080000
median	3140000
Q3	3190000
95-th percentile	3230000
Maximum	3240000
Range	240000
Interquartile range (IQR)	110000

Descriptive statistics

Standard deviation	69130.097
Coefficient of variation (CV)	0.022059934
Kurtosis	-1.0146314
Mean	3133740
Median Absolute Deviation (MAD)	60000
Skewness	-0.26929816
Sum	1.56687 × 10⁹
Variance	4.7789703 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
3220000	34	6.8%
3190000	31	6.2%
3200000	29	5.8%
3070000	29	5.8%
3130000	28	5.6%
3170000	25	5.0%
3160000	25	5.0%
3080000	24	4.8%
3120000	23	4.6%
3100000	22	4.4%
Other values (15)	230	46.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3000000	18	3.6%
3010000	13	2.6%
3020000	15	3.0%
3030000	9	1.8%
3040000	11	2.2%
3050000	11	2.2%
3060000	10	2.0%
3070000	29	5.8%
3080000	24	4.8%
3090000	16	3.2%

Value	Count	Frequency (%)
3240000	20	4.0%
3230000	20	4.0%
3220000	34	6.8%
3210000	17	3.4%
3200000	29	5.8%
3190000	31	6.2%
3180000	20	4.0%
3170000	25	5.0%
3160000	25	5.0%
3150000	17	3.4%

위생_업종_코드(SNITAT_INDUTY_CD)
Real number (ℝ)

Distinct	17
Distinct (%)	3.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	206.962

Minimum	201
Maximum	222
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	201
5-th percentile	201
Q1	204
median	205
Q3	211
95-th percentile	213
Maximum	222
Range	21
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	4.1717338
Coefficient of variation (CV)	0.020157004
Kurtosis	-0.46027983
Mean	206.962
Median Absolute Deviation (MAD)	2
Skewness	0.58977058
Sum	103481
Variance	17.403363
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
204	122	24.4%
211	106	21.2%
203	56	11.2%
205	54	10.8%
210	39	7.8%
201	30	6.0%
206	25	5.0%
212	24	4.8%
215	13	2.6%
202	10	2.0%
Other values (7)	21	4.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
201	30	6.0%
202	10	2.0%
203	56	11.2%
204	122	24.4%
205	54	10.8%
206	25	5.0%
208	1	0.2%
209	1	0.2%
210	39	7.8%
211	106	21.2%

Value	Count	Frequency (%)
222	1	0.2%
220	3	0.6%
219	1	0.2%
217	4	0.8%
215	13	2.6%
213	10	2.0%
212	24	4.8%
211	106	21.2%
210	39	7.8%
209	1	0.2%

년도(YEAR)
Real number (ℝ)

Distinct	55
Distinct (%)	11.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2001.046

Minimum	1960
Maximum	2020
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	1960
5-th percentile	1977
Q1	1992
median	2003
Q3	2011
95-th percentile	2018
Maximum	2020
Range	60
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	12.574264
Coefficient of variation (CV)	0.0062838454
Kurtosis	-0.17746968
Mean	2001.046
Median Absolute Deviation (MAD)	10
Skewness	-0.65955161
Sum	1000523
Variance	158.11211
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2003	26	5.2%
2014	26	5.2%
2007	26	5.2%
2010	19	3.8%
1987	18	3.6%
2016	17	3.4%
1993	17	3.4%
1992	17	3.4%
2009	17	3.4%
2002	15	3.0%
Other values (45)	302	60.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1960	1	0.2%
1966	1	0.2%
1967	1	0.2%
1968	1	0.2%
1969	4	0.8%
1970	5	1.0%
1971	1	0.2%
1972	3	0.6%
1973	3	0.6%
1974	2	0.4%

Value	Count	Frequency (%)
2020	2	0.4%
2019	13	2.6%
2018	15	3.0%
2017	11	2.2%
2016	17	3.4%
2015	10	2.0%
2014	26	5.2%
2013	14	2.8%
2012	9	1.8%
2011	14	2.8%

업소_일련번호(INDUTY_SN)
Real number (ℝ)

Distinct	283
Distinct (%)	56.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	499.582

Minimum	1
Maximum	3157
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	12
median	64
Q3	868
95-th percentile	2074.25
Maximum	3157
Range	3156
Interquartile range (IQR)	856

Descriptive statistics

Standard deviation	747.18516
Coefficient of variation (CV)	1.4956207
Kurtosis	1.3415538
Mean	499.582
Median Absolute Deviation (MAD)	61
Skewness	1.5226517
Sum	249791
Variance	558285.66
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	19	3.8%
2	17	3.4%
4	17	3.4%
3	15	3.0%
5	12	2.4%
7	12	2.4%
6	11	2.2%
10	9	1.8%
20	8	1.6%
17	7	1.4%
Other values (273)	373	74.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	19	3.8%
2	17	3.4%
3	15	3.0%
4	17	3.4%
5	12	2.4%
6	11	2.2%
7	12	2.4%
8	5	1.0%
9	4	0.8%
10	9	1.8%

Value	Count	Frequency (%)
3157	1	0.2%
3131	1	0.2%
3012	1	0.2%
2988	1	0.2%
2879	1	0.2%
2861	1	0.2%
2837	1	0.2%
2819	1	0.2%
2774	1	0.2%
2652	1	0.2%

위생_업종_명(SNITAT_INDUTY_NM)
Categorical

Distinct	18
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

미용업	128
미용업(일반)	88
이용업	63
세탁업	59
공중이용시설	35
Other values (13)	127

Length

Max length	31
Median length	25
Mean length	5.168
Min length	3

Unique

Unique	4 ?
Unique (%)	0.8%

Sample

1st row	미용업(피부), 미용업(손톱ㆍ발톱)
2nd row	이용업
3rd row	세탁업
4th row	미용업(일반)
5th row	공중이용시설

Common Values

Value	Count	Frequency (%)
미용업	128	25.6%
미용업(일반)	88	17.6%
이용업	63	12.6%
세탁업	59	11.8%
공중이용시설	35	7.0%
위생관리용역업	33	6.6%
숙박업(일반)	29	5.8%
미용업(피부)	25	5.0%
목욕장업	12	2.4%
미용업(종합)	9	1.8%
Other values (8)	19	3.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
미용업	128	25.0%
미용업(일반	93	18.2%
이용업	63	12.3%
세탁업	59	11.5%
공중이용시설	35	6.8%
위생관리용역업	33	6.5%
숙박업(일반	29	5.7%
미용업(피부	29	5.7%
목욕장업	12	2.3%
미용업(손톱ㆍ발톱	12	2.3%
Other values (4)	18	3.5%

허가_신고_일자(PRMISN_PRMISN_DE)
Real number (ℝ)

Distinct	474
Distinct (%)	94.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20009642

Minimum	19600411
Maximum	20200218
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	19600411
5-th percentile	19801204
Q1	19921207
median	20030226
Q3	20101048
95-th percentile	20170527
Maximum	20200218
Range	599807
Interquartile range (IQR)	179840.25

Descriptive statistics

Standard deviation	119003.22
Coefficient of variation (CV)	0.0059472937
Kurtosis	-0.20162625
Mean	20009642
Median Absolute Deviation (MAD)	89563
Skewness	-0.58442806
Sum	1.0004821 × 10¹⁰
Variance	1.4161766 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20030226	4	0.8%
20030227	4	0.8%
20070331	3	0.6%
20070228	3	0.6%
19991108	2	0.4%
20160801	2	0.4%
20060420	2	0.4%
20041108	2	0.4%
19930804	2	0.4%
19840412	2	0.4%
Other values (464)	474	94.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19600411	1	0.2%
19650605	1	0.2%
19660721	1	0.2%
19690417	1	0.2%
19690830	1	0.2%
19700828	1	0.2%
19701114	1	0.2%
19710716	1	0.2%
19720110	1	0.2%
19730219	1	0.2%

Value	Count	Frequency (%)
20200218	1	0.2%
20191125	1	0.2%
20191113	1	0.2%
20190517	1	0.2%
20190419	1	0.2%
20190215	1	0.2%
20181127	1	0.2%
20181101	1	0.2%
20181023	1	0.2%
20181004	1	0.2%

업소_명(BSSH_NM)
Text

Distinct	484
Distinct (%)	96.8%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

Length

Max length	28
Median length	16
Mean length	5.404
Min length	1

Characters and Unicode

Total characters	2702
Distinct characters	445
Distinct categories	9 ?
Distinct scripts	3 ?
Distinct blocks	4 ?

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

Unique

Unique	471 ?
Unique (%)	94.2%

Sample

1st row	포스헤어
2nd row	샤넬헤어클럽
3rd row	주식회사 대한노인회유통사업단
4th row	소피소마에스테틱
5th row	가슴벅찬 마음 헤어살롱

Value	Count	Frequency (%)
헤어	6	1.0%
주식회사	5	0.8%
내	4	0.7%
현대	4	0.7%
이용원	3	0.5%
미용실	3	0.5%
백양사	3	0.5%
hair	3	0.5%
동양	2	0.3%
그린	2	0.3%
Other values (542)	554	94.1%

Most occurring characters

Value	Count	Frequency (%)
어	125	4.6%
헤	118	4.4%
	90	3.3%
사	62	2.3%
스	58	2.1%
이	57	2.1%
리	55	2.0%
미	53	2.0%
용	48	1.8%
)	37	1.4%
Other values (435)	1999	74.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	2389	88.4%
Space Separator	90	3.3%
Lowercase Letter	65	2.4%
Uppercase Letter	56	2.1%
Close Punctuation	37	1.4%
Open Punctuation	37	1.4%
Decimal Number	18	0.7%
Other Punctuation	9	0.3%
Dash Punctuation	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
어	125	5.2%
헤	118	4.9%
사	62	2.6%
스	58	2.4%
이	57	2.4%
리	55	2.3%
미	53	2.2%
용	48	2.0%
아	36	1.5%
실	34	1.4%
Other values (379)	1743	73.0%

Lowercase Letter

Value	Count	Frequency (%)
o	9	13.8%
a	7	10.8%
i	6	9.2%
r	5	7.7%
e	5	7.7%
s	5	7.7%
h	4	6.2%
y	4	6.2%
n	3	4.6%
m	3	4.6%
Other values (10)	14	21.5%

Uppercase Letter

Value	Count	Frequency (%)
A	8	14.3%
I	6	10.7%
K	6	10.7%
S	5	8.9%
O	4	7.1%
J	4	7.1%
N	4	7.1%
M	3	5.4%
T	2	3.6%
B	2	3.6%
Other values (8)	12	21.4%

Decimal Number

Value	Count	Frequency (%)
1	4	22.2%
3	4	22.2%
2	3	16.7%
5	2	11.1%
4	2	11.1%
6	1	5.6%
7	1	5.6%
0	1	5.6%

Other Punctuation

Value	Count	Frequency (%)
&	3	33.3%
'	2	22.2%
？	1	11.1%
,	1	11.1%
.	1	11.1%
?	1	11.1%

Space Separator

Value	Count	Frequency (%)
	90	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	37	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	37	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	2389	88.4%
Common	192	7.1%
Latin	121	4.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
어	125	5.2%
헤	118	4.9%
사	62	2.6%
스	58	2.4%
이	57	2.4%
리	55	2.3%
미	53	2.2%
용	48	2.0%
아	36	1.5%
실	34	1.4%
Other values (379)	1743	73.0%

Latin

Value	Count	Frequency (%)
o	9	7.4%
A	8	6.6%
a	7	5.8%
I	6	5.0%
K	6	5.0%
i	6	5.0%
r	5	4.1%
e	5	4.1%
s	5	4.1%
S	5	4.1%
Other values (28)	59	48.8%

Common

Value	Count	Frequency (%)
	90	46.9%
)	37	19.3%
(	37	19.3%
1	4	2.1%
3	4	2.1%
&	3	1.6%
2	3	1.6%
'	2	1.0%
5	2	1.0%
4	2	1.0%
Other values (8)	8	4.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	2388	88.4%
ASCII	312	11.5%
None	1	< 0.1%
Compat Jamo	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
어	125	5.2%
헤	118	4.9%
사	62	2.6%
스	58	2.4%
이	57	2.4%
리	55	2.3%
미	53	2.2%
용	48	2.0%
아	36	1.5%
실	34	1.4%
Other values (378)	1742	72.9%

ASCII

Value	Count	Frequency (%)
	90	28.8%
)	37	11.9%
(	37	11.9%
o	9	2.9%
A	8	2.6%
a	7	2.2%
I	6	1.9%
K	6	1.9%
i	6	1.9%
r	5	1.6%
Other values (45)	101	32.4%

None

Value	Count	Frequency (%)
？	1	100.0%

Compat Jamo

Value	Count	Frequency (%)
ㅍ	1	100.0%

영업장_면적(BUZPLC_AR)
Real number (ℝ)

ZEROS

Distinct	359
Distinct (%)	71.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	368.85994

Minimum	0
Maximum	54466.09
Zeros	47
Zeros (%)	9.4%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	16.7375
median	26.485
Q3	62.9775
95-th percentile	2203.3475
Maximum	54466.09
Range	54466.09
Interquartile range (IQR)	46.24

Descriptive statistics

Standard deviation	2609.3132
Coefficient of variation (CV)	7.0739945
Kurtosis	372.52245
Mean	368.85994
Median Absolute Deviation (MAD)	14.105
Skewness	18.212658
Sum	184429.97
Variance	6808515.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	47	9.4%
33.0	13	2.6%
19.8	8	1.6%
15.0	7	1.4%
26.4	6	1.2%
20.0	6	1.2%
23.1	6	1.2%
12.0	5	1.0%
49.5	4	0.8%
66.0	4	0.8%
Other values (349)	394	78.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	47	9.4%
4.0	1	0.2%
5.47	1	0.2%
6.6	1	0.2%
8.05	1	0.2%
8.25	1	0.2%
9.8	1	0.2%
9.81	1	0.2%
9.9	1	0.2%
9.92	1	0.2%

Value	Count	Frequency (%)
54466.09	1	0.2%
10272.88	1	0.2%
8760.0	1	0.2%
6360.31	1	0.2%
4982.0	1	0.2%
4964.18	1	0.2%
4790.26	1	0.2%
4351.0	1	0.2%
4117.32	1	0.2%
3838.3	1	0.2%

업소_소재지_전화번호(BSSH_LOCPLC_TELNO)
Text

MISSING

Distinct	415
Distinct (%)	92.4%
Missing	51
Missing (%)	10.2%
Memory size	4.0 KiB

Length

Max length	20
Median length	20
Mean length	20
Min length	20

Characters and Unicode

Total characters	8980
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	408 ?
Unique (%)	90.9%

Sample

1st row	02 9454022
2nd row
3rd row	0234910783
4th row	02 8863423
5th row	02 6934466

Value	Count	Frequency (%)
02	237	31.9%
010	31	4.2%
00000	6	0.8%
0200000000	5	0.7%
070	3	0.4%
0	3	0.4%
403	2	0.3%
011	2	0.3%
9001	2	0.3%
546	2	0.3%
Other values (449)	450	60.6%

Most occurring characters

Value	Count	Frequency (%)
	4927	54.9%
0	864	9.6%
2	694	7.7%
3	348	3.9%
8	330	3.7%
1	316	3.5%
6	308	3.4%
9	308	3.4%
4	307	3.4%
7	301	3.4%

Most occurring categories

Value	Count	Frequency (%)
Space Separator	4927	54.9%
Decimal Number	4053	45.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	864	21.3%
2	694	17.1%
3	348	8.6%
8	330	8.1%
1	316	7.8%
6	308	7.6%
9	308	7.6%
4	307	7.6%
7	301	7.4%
5	277	6.8%

Space Separator

Value	Count	Frequency (%)
	4927	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	8980	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
	4927	54.9%
0	864	9.6%
2	694	7.7%
3	348	3.9%
8	330	3.7%
1	316	3.5%
6	308	3.4%
9	308	3.4%
4	307	3.4%
7	301	3.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8980	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	4927	54.9%
0	864	9.6%
2	694	7.7%
3	348	3.9%
8	330	3.7%
1	316	3.5%
6	308	3.4%
9	308	3.4%
4	307	3.4%
7	301	3.4%

영업자시작일(BMAN_BGNDE)
Real number (ℝ)

Distinct	462
Distinct (%)	92.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20049543

Minimum	19710810
Maximum	20200227
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	19710810
5-th percentile	19910314
Q1	19980529
median	20050365
Q3	20121136
95-th percentile	20181010
Maximum	20200227
Range	489417
Interquartile range (IQR)	140606.5

Descriptive statistics

Standard deviation	89360.433
Coefficient of variation (CV)	0.0044569809
Kurtosis	-0.30837161
Mean	20049543
Median Absolute Deviation (MAD)	70154
Skewness	-0.28753925
Sum	1.0024772 × 10¹⁰
Variance	7.985287 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20070413	3	0.6%
20080401	3	0.6%
20070416	3	0.6%
20171106	3	0.6%
19930730	2	0.4%
19971230	2	0.4%
20100202	2	0.4%
19951019	2	0.4%
19970715	2	0.4%
20191211	2	0.4%
Other values (452)	476	95.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19710810	1	0.2%
19750314	1	0.2%
19800718	1	0.2%
19810304	1	0.2%
19821228	1	0.2%
19840430	1	0.2%
19850601	1	0.2%
19850709	1	0.2%
19850914	1	0.2%
19860129	1	0.2%

Value	Count	Frequency (%)
20200227	1	0.2%
20200204	1	0.2%
20191211	2	0.4%
20191209	1	0.2%
20191205	1	0.2%
20191014	1	0.2%
20191004	1	0.2%
20190812	1	0.2%
20190729	1	0.2%
20190725	1	0.2%

법인명(CPR_NM)
Text

MISSING

Distinct	30
Distinct (%)	100.0%
Missing	470
Missing (%)	94.0%
Memory size	4.0 KiB

Length

Max length	17
Median length	11
Mean length	8.9666667
Min length	3

Characters and Unicode

Total characters	269
Distinct characters	105
Distinct categories	4 ?
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	30 ?
Unique (%)	100.0%

Sample

1st row	한국생활환경연구소
2nd row	주식회사 에스비종합관리
3rd row	케이에프앤에스(주)
4th row	사단법인 장애인복지일자리지원협회
5th row	(주)호텔롯데

Value	Count	Frequency (%)
주식회사	8	20.0%
박창선	1	2.5%
공상유공자회	1	2.5%
임호빌딩	1	2.5%
주)비오종합관리	1	2.5%
주)성도미화	1	2.5%
주)선진티엔알	1	2.5%
명서비스	1	2.5%
한국생활환경연구소	1	2.5%
사)대한민국공무원	1	2.5%
Other values (23)	23	57.5%

Most occurring characters

Value	Count	Frequency (%)
주	24	8.9%
)	15	5.6%
(	15	5.6%
사	12	4.5%
회	11	4.1%
	10	3.7%
식	9	3.3%
스	9	3.3%
에	7	2.6%
이	6	2.2%
Other values (95)	151	56.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	229	85.1%
Close Punctuation	15	5.6%
Open Punctuation	15	5.6%
Space Separator	10	3.7%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	24	10.5%
사	12	5.2%
회	11	4.8%
식	9	3.9%
스	9	3.9%
에	7	3.1%
이	6	2.6%
리	6	2.6%
한	5	2.2%
국	4	1.7%
Other values (92)	136	59.4%

Close Punctuation

Value	Count	Frequency (%)
)	15	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	15	100.0%

Space Separator

Value	Count	Frequency (%)
	10	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	229	85.1%
Common	40	14.9%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	24	10.5%
사	12	5.2%
회	11	4.8%
식	9	3.9%
스	9	3.9%
에	7	3.1%
이	6	2.6%
리	6	2.6%
한	5	2.2%
국	4	1.7%
Other values (92)	136	59.4%

Common

Value	Count	Frequency (%)
)	15	37.5%
(	15	37.5%
	10	25.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	229	85.1%
ASCII	40	14.9%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
주	24	10.5%
사	12	5.2%
회	11	4.8%
식	9	3.9%
스	9	3.9%
에	7	3.1%
이	6	2.6%
리	6	2.6%
한	5	2.2%
국	4	1.7%
Other values (92)	136	59.4%

ASCII

Value	Count	Frequency (%)
)	15	37.5%
(	15	37.5%
	10	25.0%

법인번호(CPR_NO)
Real number (ℝ)

MISSING

Distinct	27
Distinct (%)	100.0%
Missing	473
Missing (%)	94.6%
Infinite	0
Infinite (%)	0.0%
Mean	1.2991402 × 10¹²

Minimum	1.1011103 × 10¹²
Maximum	6.4061316 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	1.1011103 × 10¹²
5-th percentile	1.1011118 × 10¹²
Q1	1.1011132 × 10¹²
median	1.101114 × 10¹²
Q3	1.1011154 × 10¹²
95-th percentile	1.13026 × 10¹²
Maximum	6.4061316 × 10¹²
Range	5.3050214 × 10¹²
Interquartile range (IQR)	2260473.5

Descriptive statistics

Standard deviation	1.0206739 × 10¹²
Coefficient of variation (CV)	0.78565335
Kurtosis	26.996284
Mean	1.2991402 × 10¹²
Median Absolute Deviation (MAD)	1083077
Skewness	5.195638
Sum	3.5076786 × 10¹³
Variance	1.0417752 × 10²⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
1101115446855	1	0.2%
1101113197111	1	0.2%
1101113823641	1	0.2%
1101112530677	1	0.2%
1101114029347	1	0.2%
1101115333656	1	0.2%
1101115757682	1	0.2%
1101113715515	1	0.2%
1101113631086	1	0.2%
1142710001842	1	0.2%
Other values (17)	17	3.4%
(Missing)	473	94.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1101110256788	1	0.2%
1101111488546	1	0.2%
1101112530677	1	0.2%
1101112946270	1	0.2%
1101112992538	1	0.2%
1101113008318	1	0.2%
1101113121714	1	0.2%
1101113197111	1	0.2%
1101113322859	1	0.2%
1101113341974	1	0.2%

Value	Count	Frequency (%)
6406131639614	1	0.2%
1142710001842	1	0.2%
1101210004558	1	0.2%
1101116678689	1	0.2%
1101116175792	1	0.2%
1101115757682	1	0.2%
1101115446855	1	0.2%
1101115392917	1	0.2%
1101115333656	1	0.2%
1101115218246	1	0.2%

소재지시작일(LOCPLC_BGNDE)
Real number (ℝ)

Distinct	463
Distinct (%)	92.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20045871

Minimum	19811214
Maximum	20200131
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	19811214
5-th percentile	19930406
Q1	19980330
median	20040570
Q3	20110915
95-th percentile	20171664
Maximum	20200131
Range	388917
Interquartile range (IQR)	130585.75

Descriptive statistics

Standard deviation	81056.191
Coefficient of variation (CV)	0.0040435356
Kurtosis	-0.84725518
Mean	20045871
Median Absolute Deviation (MAD)	69462.5
Skewness	0.00274074
Sum	1.0022935 × 10¹⁰
Variance	6.5701061 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20030226	5	1.0%
19970212	4	0.8%
19951030	3	0.6%
20070611	3	0.6%
19970426	3	0.6%
20030224	3	0.6%
19980413	2	0.4%
19930406	2	0.4%
19980522	2	0.4%
20011210	2	0.4%
Other values (453)	471	94.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19811214	1	0.2%
19821228	1	0.2%
19830729	1	0.2%
19870618	1	0.2%
19870706	1	0.2%
19871005	1	0.2%
19871211	1	0.2%
19880425	1	0.2%
19880921	1	0.2%
19890502	1	0.2%

Value	Count	Frequency (%)
20200131	1	0.2%
20191128	1	0.2%
20190722	1	0.2%
20190522	1	0.2%
20190429	1	0.2%
20190422	1	0.2%
20190416	1	0.2%
20190326	1	0.2%
20190315	1	0.2%
20181227	1	0.2%

행정동명(ADSTRD_NM)
Text

Distinct	256
Distinct (%)	51.5%
Missing	3
Missing (%)	0.6%
Memory size	4.0 KiB

Length

Max length	11
Median length	7
Mean length	4.2092555
Min length	2

Characters and Unicode

Total characters	2092
Distinct characters	161
Distinct categories	3 ?
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	125 ?
Unique (%)	25.2%

Sample

1st row	교남동
2nd row	개포4동
3rd row	교남동
4th row	천호제3동
5th row	중계1동

Value	Count	Frequency (%)
논현1동	7	1.4%
명동	7	1.4%
길동	6	1.2%
서교동	6	1.2%
회현동	5	1.0%
신대방제1동	5	1.0%
성내제1동	5	1.0%
신당동	5	1.0%
수유제2동	4	0.8%
공덕동	4	0.8%
Other values (246)	443	89.1%

Most occurring characters

Value	Count	Frequency (%)
동	499	23.9%
제	219	10.5%
1	129	6.2%
2	95	4.5%
신	52	2.5%
3	48	2.3%
4	35	1.7%
가	29	1.4%
대	25	1.2%
성	25	1.2%
Other values (151)	936	44.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	1752	83.7%
Decimal Number	326	15.6%
Other Punctuation	14	0.7%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	499	28.5%
제	219	12.5%
신	52	3.0%
가	29	1.7%
대	25	1.4%
성	25	1.4%
방	23	1.3%
수	21	1.2%
서	20	1.1%
현	20	1.1%
Other values (142)	819	46.7%

Decimal Number

Value	Count	Frequency (%)
1	129	39.6%
2	95	29.1%
3	48	14.7%
4	35	10.7%
5	8	2.5%
6	5	1.5%
7	5	1.5%
8	1	0.3%

Other Punctuation

Value	Count	Frequency (%)
.	14	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	1752	83.7%
Common	340	16.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	499	28.5%
제	219	12.5%
신	52	3.0%
가	29	1.7%
대	25	1.4%
성	25	1.4%
방	23	1.3%
수	21	1.2%
서	20	1.1%
현	20	1.1%
Other values (142)	819	46.7%

Common

Value	Count	Frequency (%)
1	129	37.9%
2	95	27.9%
3	48	14.1%
4	35	10.3%
.	14	4.1%
5	8	2.4%
6	5	1.5%
7	5	1.5%
8	1	0.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	1752	83.7%
ASCII	340	16.3%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
동	499	28.5%
제	219	12.5%
신	52	3.0%
가	29	1.7%
대	25	1.4%
성	25	1.4%
방	23	1.3%
수	21	1.2%
서	20	1.1%
현	20	1.1%
Other values (142)	819	46.7%

ASCII

Value	Count	Frequency (%)
1	129	37.9%
2	95	27.9%
3	48	14.1%
4	35	10.3%
.	14	4.1%
5	8	2.4%
6	5	1.5%
7	5	1.5%
8	1	0.3%

폐업_일자(BIZQIT_DE)
Real number (ℝ)

MISSING

Distinct	290
Distinct (%)	95.4%
Missing	196
Missing (%)	39.2%
Infinite	0
Infinite (%)	0.0%
Mean	20079542

Minimum	19910627
Maximum	20200204
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	19910627
5-th percentile	19952542
Q1	20030122
median	20080910
Q3	20140909
95-th percentile	20190401
Maximum	20200204
Range	289577
Interquartile range (IQR)	110787.5

Descriptive statistics

Standard deviation	73731.749
Coefficient of variation (CV)	0.0036719836
Kurtosis	-1.0469989
Mean	20079542
Median Absolute Deviation (MAD)	59706
Skewness	-0.16730471
Sum	6.1041808 × 10⁹
Variance	5.4363708 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20030220	3	0.6%
20030226	3	0.6%
19980526	2	0.4%
19940711	2	0.4%
20030225	2	0.4%
20101110	2	0.4%
20180328	2	0.4%
20050930	2	0.4%
19990618	2	0.4%
20030218	2	0.4%
Other values (280)	282	56.4%
(Missing)	196	39.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19910627	1	0.2%
19940311	1	0.2%
19940328	1	0.2%
19940512	1	0.2%
19940704	1	0.2%
19940711	2	0.4%
19940906	1	0.2%
19941220	1	0.2%
19941230	1	0.2%
19950601	1	0.2%

Value	Count	Frequency (%)
20200204	1	0.2%
20200123	1	0.2%
20200109	2	0.4%
20191209	1	0.2%
20191128	1	0.2%
20191029	1	0.2%
20191022	1	0.2%
20191017	1	0.2%
20191011	1	0.2%
20190904	1	0.2%

폐업_사유(BIZQIT_SE_RESN)
Text

MISSING

Distinct	114
Distinct (%)	40.9%
Missing	221
Missing (%)	44.2%
Memory size	4.0 KiB

Length

Max length	47
Median length	4
Mean length	5.3225806
Min length	2

Characters and Unicode

Total characters	1485
Distinct characters	159
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	91 ?
Unique (%)	32.6%

Sample

1st row	직권폐업
2nd row	영업종료
3rd row	개인사정
4th row	난곡로도로확장 건물철거
5th row	사업부진

Value	Count	Frequency (%)
영업부진	47	13.7%
자진폐업	24	7.0%
개인사정	22	6.4%
폐업	15	4.4%
사업부진	13	3.8%
전출처리됨	11	3.2%
직권폐업	10	2.9%
서울특별시	9	2.6%
행정처분	8	2.3%
이사	8	2.3%
Other values (127)	177	51.5%

Most occurring characters

Value	Count	Frequency (%)
업	167	11.2%
진	89	6.0%
폐	79	5.3%
영	72	4.8%
부	67	4.5%
사	66	4.4%
	65	4.4%
정	37	2.5%
인	34	2.3%
개	32	2.2%
Other values (149)	777	52.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	1344	90.5%
Space Separator	65	4.4%
Decimal Number	40	2.7%
Open Punctuation	13	0.9%
Close Punctuation	13	0.9%
Other Punctuation	5	0.3%
Dash Punctuation	5	0.3%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
업	167	12.4%
진	89	6.6%
폐	79	5.9%
영	72	5.4%
부	67	5.0%
사	66	4.9%
정	37	2.8%
인	34	2.5%
개	32	2.4%
직	26	1.9%
Other values (135)	675	50.2%

Decimal Number

Value	Count	Frequency (%)
0	12	30.0%
5	7	17.5%
1	6	15.0%
4	4	10.0%
2	4	10.0%
6	3	7.5%
7	2	5.0%
3	1	2.5%
9	1	2.5%

Space Separator

Value	Count	Frequency (%)
	65	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	13	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	13	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	5	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	5	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	1344	90.5%
Common	141	9.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
업	167	12.4%
진	89	6.6%
폐	79	5.9%
영	72	5.4%
부	67	5.0%
사	66	4.9%
정	37	2.8%
인	34	2.5%
개	32	2.4%
직	26	1.9%
Other values (135)	675	50.2%

Common

Value	Count	Frequency (%)
	65	46.1%
(	13	9.2%
)	13	9.2%
0	12	8.5%
5	7	5.0%
1	6	4.3%
.	5	3.5%
-	5	3.5%
4	4	2.8%
2	4	2.8%
Other values (4)	7	5.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	1344	90.5%
ASCII	141	9.5%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
업	167	12.4%
진	89	6.6%
폐	79	5.9%
영	72	5.4%
부	67	5.0%
사	66	4.9%
정	37	2.8%
인	34	2.5%
개	32	2.4%
직	26	1.9%
Other values (135)	675	50.2%

ASCII

Value	Count	Frequency (%)
	65	46.1%
(	13	9.2%
)	13	9.2%
0	12	8.5%
5	7	5.0%
1	6	4.3%
.	5	3.5%
-	5	3.5%
4	4	2.8%
2	4	2.8%
Other values (4)	7	5.0%

위생_업태_명(SNITAT_BIZCND_NM)
Categorical

Distinct	25
Distinct (%)	5.0%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

일반미용업	189
일반세탁업	66
일반이용업	62
피부미용업	43
위생관리용역업	30
Other values (20)	110

Length

Max length	14
Median length	5
Mean length	5.078
Min length	2

Unique

Unique	9 ?
Unique (%)	1.8%

Sample

1st row	일반세탁업
2nd row	일반미용업
3rd row	여관업
4th row	일반미용업
5th row	위생관리용역업

Common Values

Value	Count	Frequency (%)
일반미용업	189	37.8%
일반세탁업	66	13.2%
일반이용업	62	12.4%
피부미용업	43	8.6%
위생관리용역업	30	6.0%
네일아트업	29	5.8%
복합건축물	23	4.6%
여관업	15	3.0%
공동탕업	14	2.8%
여인숙업	5	1.0%
Other values (15)	24	4.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
일반미용업	189	37.3%
일반세탁업	66	13.0%
일반이용업	62	12.2%
피부미용업	43	8.5%
위생관리용역업	31	6.1%
네일아트업	29	5.7%
복합건축물	23	4.5%
여관업	15	3.0%
공동탕업	14	2.8%
기타	9	1.8%
Other values (14)	26	5.1%

교육_수료_일(EDC_COMPL_DE)
Real number (ℝ)

MISSING

Distinct	135
Distinct (%)	83.9%
Missing	339
Missing (%)	67.8%
Infinite	0
Infinite (%)	0.0%
Mean	19958051

Minimum	10101
Maximum	20191108
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	10101
5-th percentile	20030326
Q1	20050608
median	20080508
Q3	20100706
95-th percentile	20170802
Maximum	20191108
Range	20181007
Interquartile range (IQR)	50098

Descriptive statistics

Standard deviation	1582495.1
Coefficient of variation (CV)	0.079291063
Kurtosis	160.77181
Mean	19958051
Median Absolute Deviation (MAD)	29400
Skewness	-12.675157
Sum	3.2132462 × 10⁹
Variance	2.5042907 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20070817	3	0.6%
20090924	3	0.6%
20050530	3	0.6%
20090507	3	0.6%
20080711	2	0.4%
20050608	2	0.4%
20070605	2	0.4%
20090406	2	0.4%
20070628	2	0.4%
20100518	2	0.4%
Other values (125)	137	27.4%
(Missing)	339	67.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10101	1	0.2%
20000905	1	0.2%
20001208	1	0.2%
20010522	1	0.2%
20010823	1	0.2%
20020130	1	0.2%
20020329	1	0.2%
20020628	1	0.2%
20030326	1	0.2%
20030528	2	0.4%

Value	Count	Frequency (%)
20191108	1	0.2%
20191003	1	0.2%
20181210	1	0.2%
20181205	1	0.2%
20181120	1	0.2%
20180820	1	0.2%
20180409	1	0.2%
20180226	1	0.2%
20170802	1	0.2%
20170303	1	0.2%

객실_수(RUM_CO)
Real number (ℝ)

ZEROS

Distinct	14
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.9

Minimum	0
Maximum	120
Zeros	482
Zeros (%)	96.4%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	120
Range	120
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	7.0992111
Coefficient of variation (CV)	7.8880123
Kurtosis	190.72726
Mean	0.9
Median Absolute Deviation (MAD)	0
Skewness	12.806024
Sum	450
Variance	50.398798
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
0	482	96.4%
10	3	0.6%
19	3	0.6%
20	2	0.4%
80	1	0.2%
18	1	0.2%
6	1	0.2%
120	1	0.2%
14	1	0.2%
8	1	0.2%
Other values (4)	4	0.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	482	96.4%
6	1	0.2%
7	1	0.2%
8	1	0.2%
10	3	0.6%
11	1	0.2%
14	1	0.2%
18	1	0.2%
19	3	0.6%
20	2	0.4%

Value	Count	Frequency (%)
120	1	0.2%
80	1	0.2%
34	1	0.2%
25	1	0.2%
20	2	0.4%
19	3	0.6%
18	1	0.2%
14	1	0.2%
11	1	0.2%
10	3	0.6%

한실_수(HANSHIL_CO)
Real number (ℝ)

ZEROS

Distinct	12
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.258

Minimum	0
Maximum	13
Zeros	482
Zeros (%)	96.4%
Negative	0
Negative (%)	0.0%
Memory size	4.5 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	1.5046474
Coefficient of variation (CV)	5.8319668
Kurtosis	42.682053
Mean	0.258
Median Absolute Deviation (MAD)	0
Skewness	6.4228185
Sum	129
Variance	2.2639639
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	482	96.4%
9	3	0.6%
4	2	0.4%
7	2	0.4%
3	2	0.4%
8	2	0.4%
13	2	0.4%
1	1	0.2%
11	1	0.2%
6	1	0.2%
Other values (2)	2	0.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	482	96.4%
1	1	0.2%
2	1	0.2%
3	2	0.4%
4	2	0.4%
6	1	0.2%
7	2	0.4%
8	2	0.4%
9	3	0.6%
11	1	0.2%

Value	Count	Frequency (%)
13	2	0.4%
12	1	0.2%
11	1	0.2%
9	3	0.6%
8	2	0.4%
7	2	0.4%
6	1	0.2%
4	2	0.4%
3	2	0.4%
2	1	0.2%

양실_수(YANGSIL_CO)
Real number (ℝ)

ZEROS

Distinct	12
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.564

Minimum	0
Maximum	34
Zeros	485
Zeros (%)	97.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	34
Range	34
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	3.522886
Coefficient of variation (CV)	6.2462517
Kurtosis	50.051541
Mean	0.564
Median Absolute Deviation (MAD)	0
Skewness	6.9163938
Sum	282
Variance	12.410725
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	485	97.0%
8	2	0.4%
24	2	0.4%
30	2	0.4%
20	2	0.4%
11	1	0.2%
9	1	0.2%
17	1	0.2%
10	1	0.2%
23	1	0.2%
Other values (2)	2	0.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	485	97.0%
8	2	0.4%
9	1	0.2%
10	1	0.2%
11	1	0.2%
14	1	0.2%
17	1	0.2%
20	2	0.4%
23	1	0.2%
24	2	0.4%

Value	Count	Frequency (%)
34	1	0.2%
30	2	0.4%
24	2	0.4%
23	1	0.2%
20	2	0.4%
17	1	0.2%
14	1	0.2%
11	1	0.2%
10	1	0.2%
9	1	0.2%

의자_수(CHAIR_CO)
Real number (ℝ)

ZEROS

Distinct	16
Distinct (%)	3.2%
Missing	1
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	2.4268537

Minimum	0
Maximum	28
Zeros	203
Zeros (%)	40.6%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	3
95-th percentile	8
Maximum	28
Range	28
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.9677247
Coefficient of variation (CV)	1.2228692
Kurtosis	12.942498
Mean	2.4268537
Median Absolute Deviation (MAD)	2
Skewness	2.5351944
Sum	1211
Variance	8.8073899
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
0	203	40.6%
3	109	21.8%
2	54	10.8%
4	52	10.4%
5	22	4.4%
6	15	3.0%
8	10	2.0%
1	9	1.8%
12	5	1.0%
10	5	1.0%
Other values (6)	15	3.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	203	40.6%
1	9	1.8%
2	54	10.8%
3	109	21.8%
4	52	10.4%
5	22	4.4%
6	15	3.0%
7	5	1.0%
8	10	2.0%
9	4	0.8%

Value	Count	Frequency (%)
28	1	0.2%
15	2	0.4%
14	1	0.2%
13	2	0.4%
12	5	1.0%
10	5	1.0%
9	4	0.8%
8	10	2.0%
7	5	1.0%
6	15	3.0%

욕실_수(BTR_CO)
Real number (ℝ)

ZEROS

Distinct	13
Distinct (%)	2.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.616

Minimum	0
Maximum	50
Zeros	488
Zeros (%)	97.6%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	50
Range	50
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	4.4650215
Coefficient of variation (CV)	7.2484115
Kurtosis	69.441205
Mean	0.616
Median Absolute Deviation (MAD)	0
Skewness	8.0800187
Sum	308
Variance	19.936417
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
0	488	97.6%
26	1	0.2%
45	1	0.2%
20	1	0.2%
27	1	0.2%
7	1	0.2%
33	1	0.2%
50	1	0.2%
18	1	0.2%
2	1	0.2%
Other values (3)	3	0.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	488	97.6%
2	1	0.2%
7	1	0.2%
15	1	0.2%
18	1	0.2%
20	1	0.2%
26	1	0.2%
27	1	0.2%
31	1	0.2%
33	1	0.2%

Value	Count	Frequency (%)
50	1	0.2%
45	1	0.2%
34	1	0.2%
33	1	0.2%
31	1	0.2%
27	1	0.2%
26	1	0.2%
20	1	0.2%
18	1	0.2%
15	1	0.2%

발한실_여부(BALHANSIL_AT)
Boolean

IMBALANCE MISSING

Distinct	2
Distinct (%)	0.4%
Missing	11
Missing (%)	2.2%
Memory size	1.1 KiB

False	469
True	20
(Missing)	11

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	469	93.8%
True	20	4.0%
(Missing)	11	2.2%

세탁기_수(WASHMC_CO)
Categorical

IMBALANCE

Distinct	5
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

0	487
1	5
3	3
2	3
4	2

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	487	97.4%
1	5	1.0%
3	3	0.6%
2	3	0.6%
4	2	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	487	97.4%
1	5	1.0%
3	3	0.6%
2	3	0.6%
4	2	0.4%

허가_번호(PRMISN_NO)
Text

Distinct	499
Distinct (%)	99.8%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

Length

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

Characters and Unicode

Total characters	11000
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	498 ?
Unique (%)	99.6%

Sample

1st row	3160000-205-2016-00007
2nd row	3010000-202-1987-00310
3rd row	3180000-225-2016-00003
4th row	3050000-206-2003-00018
5th row	3220000-204-1989-01223

Value	Count	Frequency (%)
3140000-211-2004-00019	2	0.4%
3170000-204-1994-00557	1	0.2%
3140000-210-2001-00046	1	0.2%
3090000-204-1996-00727	1	0.2%
3070000-204-1998-01937	1	0.2%
3150000-206-2009-00003	1	0.2%
3010000-204-2010-00001	1	0.2%
3230000-204-1988-01408	1	0.2%
3190000-212-2009-00012	1	0.2%
3220000-204-1988-01629	1	0.2%
Other values (489)	489	97.8%

Most occurring characters

Value	Count	Frequency (%)
0	4430	40.3%
-	1500	13.6%
2	1294	11.8%
1	1160	10.5%
3	822	7.5%
9	486	4.4%
4	355	3.2%
6	245	2.2%
5	244	2.2%
8	241	2.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	9500	86.4%
Dash Punctuation	1500	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4430	46.6%
2	1294	13.6%
1	1160	12.2%
3	822	8.7%
9	486	5.1%
4	355	3.7%
6	245	2.6%
5	244	2.6%
8	241	2.5%
7	223	2.3%

Dash Punctuation

Value	Count	Frequency (%)
-	1500	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	11000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4430	40.3%
-	1500	13.6%
2	1294	11.8%
1	1160	10.5%
3	822	7.5%
9	486	4.4%
4	355	3.2%
6	245	2.2%
5	244	2.2%
8	241	2.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	11000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4430	40.3%
-	1500	13.6%
2	1294	11.8%
1	1160	10.5%
3	822	7.5%
9	486	4.4%
4	355	3.2%
6	245	2.2%
5	244	2.2%
8	241	2.2%

참고_사항(REFER_MATTER)
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	500
Missing (%)	100.0%
Memory size	4.5 KiB

내국인_외국인_구분(NATIVE_FRGNR_SE)
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

내국인	497
외국인	3

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
내국인	497	99.4%
외국인	3	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
내국인	497	99.4%
외국인	3	0.6%

국적(NLTY)
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

<NA>	497
중국	3

Length

Max length	4
Median length	4
Mean length	3.988
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>	497	99.4%
중국	3	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	497	99.4%
중국	3	0.6%

신_주소(OLD_ADRES)
Text

MISSING

Distinct	251
Distinct (%)	99.6%
Missing	248
Missing (%)	49.6%
Memory size	4.0 KiB

Length

Max length	58
Median length	45
Mean length	31.873016
Min length	22

Characters and Unicode

Total characters	8032
Distinct characters	285
Distinct categories	9 ?
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	250 ?
Unique (%)	99.2%

Sample

1st row	서울특별시 구로구 신도림로 56-13, 2층 202호 (신도림동)
2nd row	서울특별시 송파구 법원로 90, 906호 (문정동, 파트너스2)
3rd row	서울특별시 은평구 응암로29길 12, 지상1층 101호 (응암동)
4th row	서울특별시 은평구 연서로4길 5-13, 1층 102호 (역촌동)
5th row	서울특별시 송파구 동남로23길 40-27, (오금동)

Value	Count	Frequency (%)
서울특별시	252	16.5%
1층	46	3.0%
관악구	20	1.3%
2층	19	1.2%
은평구	18	1.2%
동대문구	17	1.1%
송파구	15	1.0%
강동구	14	0.9%
강서구	14	0.9%
구로구	14	0.9%
Other values (688)	1096	71.9%

Most occurring characters

Value	Count	Frequency (%)
	1273	15.8%
1	343	4.3%
,	341	4.2%
동	334	4.2%
서	306	3.8%
구	281	3.5%
로	272	3.4%
(	262	3.3%
)	262	3.3%
시	259	3.2%
Other values (275)	4099	51.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	4546	56.6%
Decimal Number	1290	16.1%
Space Separator	1273	15.8%
Other Punctuation	341	4.2%
Open Punctuation	262	3.3%
Close Punctuation	262	3.3%
Dash Punctuation	42	0.5%
Uppercase Letter	15	0.2%
Lowercase Letter	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	334	7.3%
서	306	6.7%
구	281	6.2%
로	272	6.0%
시	259	5.7%
울	253	5.6%
별	252	5.5%
특	252	5.5%
길	161	3.5%
층	124	2.7%
Other values (255)	2052	45.1%

Decimal Number

Value	Count	Frequency (%)
1	343	26.6%
2	212	16.4%
3	128	9.9%
0	125	9.7%
5	109	8.4%
6	92	7.1%
4	86	6.7%
8	75	5.8%
7	70	5.4%
9	50	3.9%

Uppercase Letter

Value	Count	Frequency (%)
B	10	66.7%
C	3	20.0%
M	1	6.7%
A	1	6.7%

Space Separator

Value	Count	Frequency (%)
	1273	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	341	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	262	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	262	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	42	100.0%

Lowercase Letter

Value	Count	Frequency (%)
e	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	4546	56.6%
Common	3470	43.2%
Latin	16	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	334	7.3%
서	306	6.7%
구	281	6.2%
로	272	6.0%
시	259	5.7%
울	253	5.6%
별	252	5.5%
특	252	5.5%
길	161	3.5%
층	124	2.7%
Other values (255)	2052	45.1%

Common

Value	Count	Frequency (%)
	1273	36.7%
1	343	9.9%
,	341	9.8%
(	262	7.6%
)	262	7.6%
2	212	6.1%
3	128	3.7%
0	125	3.6%
5	109	3.1%
6	92	2.7%
Other values (5)	323	9.3%

Latin

Value	Count	Frequency (%)
B	10	62.5%
C	3	18.8%
M	1	6.2%
A	1	6.2%
e	1	6.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	4546	56.6%
ASCII	3486	43.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1273	36.5%
1	343	9.8%
,	341	9.8%
(	262	7.5%
)	262	7.5%
2	212	6.1%
3	128	3.7%
0	125	3.6%
5	109	3.1%
6	92	2.6%
Other values (10)	339	9.7%

Hangul

Value	Count	Frequency (%)
동	334	7.3%
서	306	6.7%
구	281	6.2%
로	272	6.0%
시	259	5.7%
울	253	5.6%
별	252	5.5%
특	252	5.5%
길	161	3.5%
층	124	2.7%
Other values (255)	2052	45.1%

구_주소(NW_ADRES)
Text

Distinct	499
Distinct (%)	99.8%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

Length

Max length	54
Median length	44
Mean length	28.05
Min length	21

Characters and Unicode

Total characters	14025
Distinct characters	262
Distinct categories	9 ?
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	498 ?
Unique (%)	99.6%

Sample

1st row	서울특별시 마포구 동교동 182번지 9호
2nd row	서울특별시 광진구 군자동 48번지 59호
3rd row	서울특별시 영등포구 대림동 733번지 6호
4th row	서울특별시 강남구 신사동 653번지 2호 정립빌딩 지상2층
5th row	서울특별시 금천구 가산동 143번지 18호

Value	Count	Frequency (%)
서울특별시	500	18.3%
강남구	48	1.8%
1호	47	1.7%
1층	38	1.4%
성북구	32	1.2%
관악구	30	1.1%
송파구	29	1.1%
마포구	26	1.0%
양천구	24	0.9%
구로구	24	0.9%
Other values (830)	1932	70.8%

Most occurring characters

Value	Count	Frequency (%)
	3533	25.2%
1	608	4.3%
동	580	4.1%
서	569	4.1%
지	560	4.0%
구	540	3.9%
시	508	3.6%
울	502	3.6%
번	502	3.6%
특	500	3.6%
Other values (252)	5623	40.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	7797	55.6%
Space Separator	3533	25.2%
Decimal Number	2574	18.4%
Dash Punctuation	39	0.3%
Open Punctuation	30	0.2%
Close Punctuation	30	0.2%
Uppercase Letter	12	0.1%
Other Punctuation	9	0.1%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	580	7.4%
서	569	7.3%
지	560	7.2%
구	540	6.9%
시	508	6.5%
울	502	6.4%
번	502	6.4%
특	500	6.4%
별	500	6.4%
호	499	6.4%
Other values (227)	2537	32.5%

Decimal Number

Value	Count	Frequency (%)
1	608	23.6%
2	361	14.0%
3	274	10.6%
0	257	10.0%
4	225	8.7%
5	206	8.0%
6	181	7.0%
7	159	6.2%
9	152	5.9%
8	151	5.9%

Uppercase Letter

Value	Count	Frequency (%)
A	4	33.3%
B	3	25.0%
T	1	8.3%
P	1	8.3%
C	1	8.3%
K	1	8.3%
S	1	8.3%

Other Punctuation

Value	Count	Frequency (%)
,	7	77.8%
@	1	11.1%
/	1	11.1%

Space Separator

Value	Count	Frequency (%)
	3533	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	39	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	30	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	30	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	7797	55.6%
Common	6216	44.3%
Latin	12	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	580	7.4%
서	569	7.3%
지	560	7.2%
구	540	6.9%
시	508	6.5%
울	502	6.4%
번	502	6.4%
특	500	6.4%
별	500	6.4%
호	499	6.4%
Other values (227)	2537	32.5%

Common

Value	Count	Frequency (%)
	3533	56.8%
1	608	9.8%
2	361	5.8%
3	274	4.4%
0	257	4.1%
4	225	3.6%
5	206	3.3%
6	181	2.9%
7	159	2.6%
9	152	2.4%
Other values (8)	260	4.2%

Latin

Value	Count	Frequency (%)
A	4	33.3%
B	3	25.0%
T	1	8.3%
P	1	8.3%
C	1	8.3%
K	1	8.3%
S	1	8.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	7797	55.6%
ASCII	6228	44.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	3533	56.7%
1	608	9.8%
2	361	5.8%
3	274	4.4%
0	257	4.1%
4	225	3.6%
5	206	3.3%
6	181	2.9%
7	159	2.6%
9	152	2.4%
Other values (15)	272	4.4%

Hangul

Value	Count	Frequency (%)
동	580	7.4%
서	569	7.3%
지	560	7.2%
구	540	6.9%
시	508	6.5%
울	502	6.4%
번	502	6.4%
특	500	6.4%
별	500	6.4%
호	499	6.4%
Other values (227)	2537	32.5%

DW_등록_일시(DW_REGIST_DT)
Date

Distinct	3
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

Minimum	2019-10-31 00:00:00
Maximum	2020-03-17 00:00:00

Histogram

Histogram with fixed size bins (bins=3)

기준년월(STDR_YM)
Categorical

Distinct	5
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

201911	146
201910	141
201909	108
201912	96
201908	9

Length

Max length	6
Median length	6
Mean length	6
Min length	6

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	201908
2nd row	201912
3rd row	201909
4th row	201911
5th row	201912

Common Values

Value	Count	Frequency (%)
201911	146	29.2%
201910	141	28.2%
201909	108	21.6%
201912	96	19.2%
201908	9	1.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
201911	146	29.2%
201910	141	28.2%
201909	108	21.6%
201912	96	19.2%
201908	9	1.8%

업종소분류코드(INDUTY_SCLAS_CD)
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	500
Missing (%)	100.0%
Memory size	4.5 KiB

업종업태코드(SNITAT_BIZCND_CD)
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	500
Missing (%)	100.0%
Memory size	4.5 KiB

도로코드(ROAD_CD)
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	500
Missing (%)	100.0%
Memory size	4.5 KiB

First rows
Last rows

	자치구_코드(ATDRC_CD)	위생_업종_코드(SNITAT_INDUTY_CD)	년도(YEAR)	업소_일련번호(INDUTY_SN)	위생_업종_명(SNITAT_INDUTY_NM)	허가_신고_일자(PRMISN_PRMISN_DE)	업소_명(BSSH_NM)	영업장_면적(BUZPLC_AR)	업소_소재지_전화번호(BSSH_LOCPLC_TELNO)	영업자시작일(BMAN_BGNDE)	법인명(CPR_NM)	법인번호(CPR_NO)	소재지시작일(LOCPLC_BGNDE)	행정동명(ADSTRD_NM)	폐업_일자(BIZQIT_DE)	폐업_사유(BIZQIT_SE_RESN)	위생_업태_명(SNITAT_BIZCND_NM)	교육_수료_일(EDC_COMPL_DE)	의자_수(CHAIR_CO)	욕실_수(BTR_CO)	발한실_여부(BALHANSIL_AT)	허가_번호(PRMISN_NO)	참고_사항(REFER_MATTER)	내국인_외국인_구분(NATIVE_FRGNR_SE)	국적(NLTY)	신_주소(OLD_ADRES)	구_주소(NW_ADRES)	DW_등록_일시(DW_REGIST_DT)	기준년월(STDR_YM)	업종소분류코드(INDUTY_SCLAS_CD)	업종업태코드(SNITAT_BIZCND_CD)	도로코드(ROAD_CD)
0	3020000	213	1994	28	미용업(피부), 미용업(손톱ㆍ발톱)	19910605	포스헤어	64.66	<NA>	20130716	<NA>	<NA>	20110415	교남동	<NA>	직권폐업	일반세탁업	<NA>	0	0	N	3160000-205-2016-00007	<NA>	내국인	<NA>	서울특별시 구로구 신도림로 56-13, 2층 202호 (신도림동)	서울특별시 마포구 동교동 182번지 9호	2020-03-17	201908	<NA>	<NA>	<NA>
1	3050000	206	2012	18	이용업	19830607	샤넬헤어클럽	15.58	02 9454022	19870721	<NA>	<NA>	20180306	개포4동	20090619	<NA>	일반미용업	<NA>	0	0	N	3010000-202-1987-00310	<NA>	내국인	<NA>	서울특별시 송파구 법원로 90, 906호 (문정동, 파트너스2)	서울특별시 광진구 군자동 48번지 59호	2020-03-17	201912	<NA>	<NA>	<NA>
2	3230000	205	1995	1	세탁업	20160226	주식회사 대한노인회유통사업단	42.0		20020309	한국생활환경연구소	<NA>	20010316	교남동	<NA>	<NA>	여관업	20100506	2	26	N	3180000-225-2016-00003	<NA>	내국인	<NA>	서울특별시 은평구 응암로29길 12, 지상1층 101호 (응암동)	서울특별시 영등포구 대림동 733번지 6호	2020-03-17	201909	<NA>	<NA>	<NA>
3	3240000	206	2014	53	미용업(일반)	20100323	소피소마에스테틱	40.0	0234910783	20030116	<NA>	<NA>	20160721	천호제3동	20150811	<NA>	일반미용업	<NA>	5	0	N	3050000-206-2003-00018	<NA>	내국인	<NA>	<NA>	서울특별시 강남구 신사동 653번지 2호 정립빌딩 지상2층	2020-03-17	201911	<NA>	<NA>	<NA>
4	3190000	211	2008	84	공중이용시설	20080318	가슴벅찬 마음 헤어살롱	43.0	02 8863423	20080401	<NA>	<NA>	19920316	중계1동	20031030	영업종료	위생관리용역업	20041025	2	0	N	3220000-204-1989-01223	<NA>	내국인	<NA>	<NA>	서울특별시 금천구 가산동 143번지 18호	2020-03-17	201912	<NA>	<NA>	<NA>
5	3080000	215	2007	2	미용업(피부), 미용업(손톱ㆍ발톱), 미용업(화장ㆍ분장)	19600411	백성사	54466.09	02 6934466	20050511	<NA>	<NA>	20140523	사당제4동	<NA>	개인사정	일반세탁업	<NA>	5	0	N	3000000-203-1983-00647	<NA>	내국인	<NA>	<NA>	서울특별시 구로구 오류동 155번지 8호 2층	2020-03-17	201911	<NA>	<NA>	<NA>
6	3080000	205	1990	37	미용업	20140919	익수	0.0	02 64088801	20120207	<NA>	<NA>	20030226	삼각산동	20100609	<NA>	복합건축물	20070522	8	0	N	3210000-203-1989-01459	<NA>	내국인	<NA>	<NA>	서울특별시 은평구 갈현동 472번지 3호 지층	2020-03-17	201910	<NA>	<NA>	<NA>
7	3090000	206	1991	4	미용업(종합)	19961122	서원장	21.45	02 8558689	20041224	<NA>	<NA>	20140929	서초제3동	20090825	난곡로도로확장 건물철거	피부미용업	<NA>	4	0	N	3200000-204-1990-01201	<NA>	내국인	<NA>	<NA>	서울특별시 중랑구 중화동 286번지 25호 대신빌딩	2020-03-17	201910	<NA>	<NA>	<NA>
8	3220000	204	1992	16	미용업	20070921	모아모아	197.06	03857 5400	20030225	<NA>	1101210004558	19981008	도화동	<NA>	사업부진	일반미용업	<NA>	0	0	N	3110000-215-2018-00018	<NA>	내국인	<NA>	서울특별시 은평구 연서로4길 5-13, 1층 102호 (역촌동)	서울특별시 송파구 문정동 29번지 24호	2020-03-17	201912	<NA>	<NA>	<NA>
9	3160000	203	1990	239	미용업	20050516	상원여관	50.17	01030043441	20081103	<NA>	<NA>	20040910	종로1.2.3.4가동	20111005	<NA>	일반세탁업	<NA>	0	45	N	3170000-204-1996-00462	<NA>	내국인	<NA>	<NA>	서울특별시 성동구 행당동 138번지 39호	2020-03-17	201910	<NA>	<NA>	<NA>

	자치구_코드(ATDRC_CD)	위생_업종_코드(SNITAT_INDUTY_CD)	년도(YEAR)	업소_일련번호(INDUTY_SN)	위생_업종_명(SNITAT_INDUTY_NM)	허가_신고_일자(PRMISN_PRMISN_DE)	업소_명(BSSH_NM)	영업장_면적(BUZPLC_AR)	업소_소재지_전화번호(BSSH_LOCPLC_TELNO)	영업자시작일(BMAN_BGNDE)	법인명(CPR_NM)	법인번호(CPR_NO)	소재지시작일(LOCPLC_BGNDE)	행정동명(ADSTRD_NM)	폐업_일자(BIZQIT_DE)	폐업_사유(BIZQIT_SE_RESN)	위생_업태_명(SNITAT_BIZCND_NM)	교육_수료_일(EDC_COMPL_DE)	한실_수(HANSHIL_CO)	의자_수(CHAIR_CO)	발한실_여부(BALHANSIL_AT)	허가_번호(PRMISN_NO)	참고_사항(REFER_MATTER)	내국인_외국인_구분(NATIVE_FRGNR_SE)	국적(NLTY)	신_주소(OLD_ADRES)	구_주소(NW_ADRES)	DW_등록_일시(DW_REGIST_DT)	기준년월(STDR_YM)	업종소분류코드(INDUTY_SCLAS_CD)	업종업태코드(SNITAT_BIZCND_CD)	도로코드(ROAD_CD)
490	3070000	211	1991	847	미용업	20180813	수림헤어라인	15.04		19971213	<NA>	<NA>	20171218	문정2동	<NA>	<NA>	복합건축물	<NA>	0	3	N	3240000-211-2015-00028	<NA>	내국인	<NA>	서울특별시 용산구 보광로 57, (보광동,1층)	서울특별시 양천구 목동 506번지 9호	2019-12-16	201911	<NA>	<NA>	<NA>
491	3240000	211	2013	5	미용업	20060816	실비아미영실	22.8	02 792 995	19961202	<NA>	<NA>	19970328	성수2가제1동	20030215	부진	일반미용업	20090406	0	4	N	3080000-204-1996-00563	<NA>	내국인	<NA>	<NA>	서울특별시 강남구 신사동 549번지 4호 지상2층3층	2019-12-16	201909	<NA>	<NA>	<NA>
492	3100000	203	1993	2644	미용업	20011126	챠밍	15.68		19960227	<NA>	<NA>	20050613	청담동	<NA>	업종전환	피부미용업	<NA>	0	6	N	3220000-204-2005-00178	<NA>	내국인	<NA>	<NA>	서울특별시 서초구 서초동 1550번지 2호 (지하1층)	2020-03-17	201909	<NA>	<NA>	<NA>
493	3000000	205	1992	90	미용업	20181023	창성기업	31.6	010 67099797	19951026	<NA>	<NA>	19930420	방화제3동	<NA>	<NA>	일반미용업	<NA>	0	2	N	3240000-203-1991-00334	<NA>	내국인	<NA>	서울특별시 관악구 난곡로24길 32, 1층 (신림동)	서울특별시 구로구 오류동 6번지 222호	2019-12-16	201911	<NA>	<NA>	<NA>
494	3040000	204	2019	46	이용업	19990324	주스킨(Joo'SKIN)	41.25	02 9533018	20130122	<NA>	<NA>	20110915	창제2동	<NA>	<NA>	일반이용업	20181205	0	5	N	3090000-211-2003-00005	<NA>	내국인	<NA>	<NA>	서울특별시 강남구 논현동 148번지 19호 -202	2019-12-16	201912	<NA>	<NA>	<NA>
495	3160000	212	2012	959	미용업	20150303	디엔디 헤어클럽	2348.94	02	20020504	<NA>	<NA>	19960604	구의제2동	20030124	<NA>	공중이용시설 기타	<NA>	0	3	N	3220000-213-2010-00133	<NA>	내국인	<NA>	서울특별시 영등포구 국회대로74길 9, (여의도동,지하1층 107호)	서울특별시 동작구 사당동 276번지 4호	2020-03-17	201910	<NA>	<NA>	<NA>
496	3190000	204	1987	1519	이용업	20020720	힐링&뷰티	4790.26	02 26996624	20050420	<NA>	<NA>	20150317	남현동	19941220	영업부진	일반미용업	20090511	0	6	N	3060000-204-1990-00931	<NA>	내국인	<NA>	<NA>	서울특별시 영등포구 문래동3가 54번지 문래엘지빌리지상가 108호	2019-12-16	201910	<NA>	<NA>	<NA>
497	3040000	206	2006	13	미용업(피부)	20110101	예원이용원	0.0	02 9453566	20010619	<NA>	<NA>	20030729	수서동	20160726	개인사정	일반세탁업	<NA>	8	4	N	3240000-203-2003-00060	<NA>	내국인	<NA>	서울특별시 은평구 불광로 20, 지상10층 A-45,46,49,50호 (대조동, 팜스퀘어)	서울특별시 중랑구 상봉동 129번지 69호	2020-03-17	201912	<NA>	<NA>	<NA>
498	3230000	211	2011	14	이용업	19931028	박헤어센스	19.26	02 2323919	19980831	<NA>	<NA>	19950828	방이2동	<NA>	자진폐업	복합건축물	<NA>	0	0	N	3070000-204-1994-01111	<NA>	내국인	<NA>	서울특별시 마포구 월드컵북로12길 93, (성산동)	서울특별시 양천구 목동 917번지 1호 2층	2020-03-17	201911	<NA>	<NA>	<NA>
499	3210000	212	1995	6	미용업	20000908	백조세탁소	49.0	02 3848108	20100713	<NA>	1101113197111	20030516	신촌동	<NA>	질병치료	일반이용업	20041028	0	4	N	3220000-212-2011-00061	<NA>	내국인	<NA>	<NA>	서울특별시 강남구 개포동 1258번지 지상1층 102호	2019-12-16	201912	<NA>	<NA>	<NA>

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Lowercase Letter

Uppercase Letter

Decimal Number

Other Punctuation

Space Separator

Close Punctuation

Open Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

None

Compat Jamo

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

Other Letter

Close Punctuation

Open Punctuation

Space Separator

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Space Separator

Open Punctuation

Close Punctuation

Other Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Hangul