gimi9 Pandas Profiling

Dataset statistics

Number of variables	29
Number of observations	10000
Missing cells	115240
Missing cells (%)	39.7%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	2.4 MiB
Average record size in memory	250.0 B

Variable types

Numeric	6
Text	8
DateTime	6
Categorical	6
Unsupported	3

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),자산규모,부채총액,자본금,판매방식명
Author	서울특별시
URL	https://data.seoul.go.kr/dataList/OA-16098/S/1/datasetView.do

Alerts

`인허가취소일자` is highly imbalanced (93.9%)	Imbalance
`폐업일자` has 5979 (59.8%) missing values	Missing
`휴업시작일자` has 9961 (99.6%) missing values	Missing
`휴업종료일자` has 9961 (99.6%) missing values	Missing
`재개업일자` has 9879 (98.8%) missing values	Missing
`전화번호` has 1620 (16.2%) missing values	Missing
`소재지면적` has 10000 (100.0%) missing values	Missing
`소재지우편번호` has 6744 (67.4%) missing values	Missing
`지번주소` has 1019 (10.2%) missing values	Missing
`도로명주소` has 4057 (40.6%) missing values	Missing
`도로명우편번호` has 6413 (64.1%) missing values	Missing
`업태구분명` has 10000 (100.0%) missing values	Missing
`좌표정보(X)` has 3808 (38.1%) missing values	Missing
`좌표정보(Y)` has 3808 (38.1%) missing values	Missing
`자산규모` has 7330 (73.3%) missing values	Missing
`부채총액` has 7343 (73.4%) missing values	Missing
`자본금` has 7318 (73.2%) missing values	Missing
`판매방식명` has 10000 (100.0%) missing values	Missing
`부채총액` is highly skewed (γ1 = 21.41362853)	Skewed
`자본금` is highly skewed (γ1 = 40.81562564)	Skewed
`관리번호` has unique values	Unique
`소재지면적` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`업태구분명` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`판매방식명` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`자산규모` has 804 (8.0%) zeros	Zeros
`부채총액` has 1646 (16.5%) zeros	Zeros
`자본금` has 572 (5.7%) zeros	Zeros

Reproduction

Analysis started	2024-05-11 00:38:14.707243
Analysis finished	2024-05-11 00:38:21.154476
Duration	6.45 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

개방자치단체코드
Real number (ℝ)

Distinct	25
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3153806

Minimum	3000000
Maximum	3240000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	3000000
5-th percentile	3010000
Q1	3100000
median	3180000
Q3	3220000
95-th percentile	3230000
Maximum	3240000
Range	240000
Interquartile range (IQR)	120000

Descriptive statistics

Standard deviation	72626.179
Coefficient of variation (CV)	0.023028106
Kurtosis	-0.77632737
Mean	3153806
Median Absolute Deviation (MAD)	40000
Skewness	-0.74150031
Sum	3.153806 × 10¹⁰
Variance	5.2745618 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
3220000	1763	17.6%
3210000	1085	10.8%
3230000	610	6.1%
3180000	552	5.5%
3160000	482	4.8%
3150000	450	4.5%
3130000	440	4.4%
3200000	435	4.3%
3170000	377	3.8%
3240000	363	3.6%
Other values (15)	3443	34.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3000000	227	2.3%
3010000	357	3.6%
3020000	205	2.1%
3030000	308	3.1%
3040000	305	3.0%
3050000	204	2.0%
3060000	262	2.6%
3070000	159	1.6%
3080000	159	1.6%
3090000	125	1.2%

Value	Count	Frequency (%)
3240000	363	3.6%
3230000	610	6.1%
3220000	1763	17.6%
3210000	1085	10.8%
3200000	435	4.3%
3190000	240	2.4%
3180000	552	5.5%
3170000	377	3.8%
3160000	482	4.8%
3150000	450	4.5%

관리번호
Text

UNIQUE

Distinct	10000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	19
Median length	19
Mean length	19
Min length	19

Characters and Unicode

Total characters	190000
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	10000 ?
Unique (%)	100.0%

Sample

1st row	2000323013123200045
2nd row	1996301010023200006
3rd row	2009309010523200003
4th row	2001301010023200051
5th row	2006318011723201330

Value	Count	Frequency (%)
2000323013123200045	1	< 0.1%
2011322016223200158	1	< 0.1%
2017313020123200013	1	< 0.1%
2011303010323200021	1	< 0.1%
2016322016223200135	1	< 0.1%
2011322016223200153	1	< 0.1%
2000322008323200025	1	< 0.1%
2006300010123200876	1	< 0.1%
2011322016223200043	1	< 0.1%
2006317010523200389	1	< 0.1%
Other values (9990)	9990	99.9%

Most occurring characters

Value	Count	Frequency (%)
0	62670	33.0%
2	42814	22.5%
3	27993	14.7%
1	24542	12.9%
9	6456	3.4%
6	5652	3.0%
8	5040	2.7%
5	4969	2.6%
7	4940	2.6%
4	4919	2.6%
Other values (2)	5	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	189995	> 99.9%
Dash Punctuation	3	< 0.1%
Space Separator	2	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	62670	33.0%
2	42814	22.5%
3	27993	14.7%
1	24542	12.9%
9	6456	3.4%
6	5652	3.0%
8	5040	2.7%
5	4969	2.6%
7	4940	2.6%
4	4919	2.6%

Dash Punctuation

Value	Count	Frequency (%)
-	3	100.0%

Space Separator

Value	Count	Frequency (%)
	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	190000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	62670	33.0%
2	42814	22.5%
3	27993	14.7%
1	24542	12.9%
9	6456	3.4%
6	5652	3.0%
8	5040	2.7%
5	4969	2.6%
7	4940	2.6%
4	4919	2.6%
Other values (2)	5	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	190000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	62670	33.0%
2	42814	22.5%
3	27993	14.7%
1	24542	12.9%
9	6456	3.4%
6	5652	3.0%
8	5040	2.7%
5	4969	2.6%
7	4940	2.6%
4	4919	2.6%
Other values (2)	5	< 0.1%

인허가일자
Date

Distinct	4878
Distinct (%)	48.8%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	1900-01-01 00:00:00
Maximum	2024-04-29 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Categorical

IMBALANCE

Distinct	48
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	9687
20071022	56
20100416	26
20190418	24
20080826	24
Other values (43)	183

Length

Max length	8
Median length	4
Mean length	4.1252
Min length	4

Unique

Unique	19 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	9687	96.9%
20071022	56	0.6%
20100416	26	0.3%
20190418	24	0.2%
20080826	24	0.2%
20080923	20	0.2%
20080811	13	0.1%
20030923	13	0.1%
20081009	12	0.1%
20100414	12	0.1%
Other values (38)	113	1.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	9687	96.9%
20071022	56	0.6%
20100416	26	0.3%
20190418	24	0.2%
20080826	24	0.2%
20080923	20	0.2%
20080811	13	0.1%
20030923	13	0.1%
20081009	12	0.1%
20100414	12	0.1%
Other values (38)	113	1.1%

영업상태코드
Categorical

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

3	4516
4	4031
1	1352
5	74
2	27

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
3	4516	45.2%
4	4031	40.3%
1	1352	13.5%
5	74	0.7%
2	27	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	4516	45.2%
4	4031	40.3%
1	1352	13.5%
5	74	0.7%
2	27	0.3%

영업상태명
Categorical

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

폐업	4516
취소/말소/만료/정지/중지	4031
영업/정상	1352
제외/삭제/전출	74
휴업	27

Length

Max length	14
Median length	8
Mean length	7.2872
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	취소/말소/만료/정지/중지
2nd row	폐업
3rd row	폐업
4th row	폐업
5th row	취소/말소/만료/정지/중지

Common Values

Value	Count	Frequency (%)
폐업	4516	45.2%
취소/말소/만료/정지/중지	4031	40.3%
영업/정상	1352	13.5%
제외/삭제/전출	74	0.7%
휴업	27	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	4516	45.2%
취소/말소/만료/정지/중지	4031	40.3%
영업/정상	1352	13.5%
제외/삭제/전출	74	0.7%
휴업	27	0.3%

상세영업상태코드
Categorical

Distinct	9
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

03	4516
07	3652
01	1343
04	379
05	74
Other values (4)	36

Length

Max length	4
Median length	2
Mean length	2.0012
Min length	2

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	07
2nd row	03
3rd row	03
4th row	03
5th row	07

Common Values

Value	Count	Frequency (%)
03	4516	45.2%
07	3652	36.5%
01	1343	13.4%
04	379	3.8%
05	74	0.7%
02	27	0.3%
BBBB	6	0.1%
06	2	< 0.1%
-	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
03	4516	45.2%
07	3652	36.5%
01	1343	13.4%
04	379	3.8%
05	74	0.7%
02	27	0.3%
bbbb	6	0.1%
06	2	< 0.1%
	1	< 0.1%

상세영업상태명
Categorical

Distinct	8
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

폐업처리	4516
직권말소	3652
정상영업	1343
직권취소	379
타시군구이관	74
Other values (3)	36

Length

Max length	6
Median length	4
Mean length	4.0152
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업처리	4516	45.2%
직권말소	3652	36.5%
정상영업	1343	13.4%
직권취소	379	3.8%
타시군구이관	74	0.7%
휴업처리	27	0.3%
<NA>	7	0.1%
타시군구전입	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업처리	4516	45.2%
직권말소	3652	36.5%
정상영업	1343	13.4%
직권취소	379	3.8%
타시군구이관	74	0.7%
휴업처리	27	0.3%
na	7	0.1%
타시군구전입	2	< 0.1%

폐업일자
Text

MISSING

Distinct	2532
Distinct (%)	63.0%
Missing	5979
Missing (%)	59.8%
Memory size	156.2 KiB

Length

Max length	10
Median length	8
Mean length	8.0696344
Min length	8

Characters and Unicode

Total characters	32448
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	1643 ?
Unique (%)	40.9%

Sample

1st row	20040830
2nd row	20090612
3rd row	20020318
4th row	20020902
5th row	20061221

Value	Count	Frequency (%)
20080624	22	0.5%
20080814	13	0.3%
20130827	11	0.3%
20200609	10	0.2%
20200707	10	0.2%
20130821	9	0.2%
20200708	8	0.2%
20200320	8	0.2%
20100913	8	0.2%
20200611	8	0.2%
Other values (2522)	3914	97.3%

Most occurring characters

Value	Count	Frequency (%)
0	10628	32.8%
2	7563	23.3%
1	5698	17.6%
3	1572	4.8%
8	1289	4.0%
9	1218	3.8%
7	1065	3.3%
4	983	3.0%
6	956	2.9%
5	806	2.5%
Other values (2)	670	2.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	31778	97.9%
Other Punctuation	390	1.2%
Dash Punctuation	280	0.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	10628	33.4%
2	7563	23.8%
1	5698	17.9%
3	1572	4.9%
8	1289	4.1%
9	1218	3.8%
7	1065	3.4%
4	983	3.1%
6	956	3.0%
5	806	2.5%

Other Punctuation

Value	Count	Frequency (%)
/	390	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	280	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	32448	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	10628	32.8%
2	7563	23.3%
1	5698	17.6%
3	1572	4.8%
8	1289	4.0%
9	1218	3.8%
7	1065	3.3%
4	983	3.0%
6	956	2.9%
5	806	2.5%
Other values (2)	670	2.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	32448	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	10628	32.8%
2	7563	23.3%
1	5698	17.6%
3	1572	4.8%
8	1289	4.0%
9	1218	3.8%
7	1065	3.3%
4	983	3.0%
6	956	2.9%
5	806	2.5%
Other values (2)	670	2.1%

휴업시작일자
Date

MISSING

Distinct	39
Distinct (%)	100.0%
Missing	9961
Missing (%)	99.6%
Memory size	156.2 KiB

Minimum	2004-12-01 00:00:00
Maximum	2023-12-05 00:00:00

Histogram

Histogram with fixed size bins (bins=39)

휴업종료일자
Date

MISSING

Distinct	34
Distinct (%)	87.2%
Missing	9961
Missing (%)	99.6%
Memory size	156.2 KiB

Minimum	2004-12-31 00:00:00
Maximum	2030-07-27 00:00:00

Histogram

Histogram with fixed size bins (bins=34)

재개업일자
Date

MISSING

Distinct	116
Distinct (%)	95.9%
Missing	9879
Missing (%)	98.8%
Memory size	156.2 KiB

Minimum	1996-11-04 00:00:00
Maximum	2023-12-15 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

전화번호
Text

MISSING

Distinct	7598
Distinct (%)	90.7%
Missing	1620
Missing (%)	16.2%
Memory size	156.2 KiB

Length

Max length	20
Median length	19
Mean length	10.526969
Min length	1

Characters and Unicode

Total characters	88216
Distinct characters	19
Distinct categories	7 ?
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	7397 ?
Unique (%)	88.3%

Sample

1st row	449-9938
2nd row	02 774 0680
3rd row	999-0983
4th row	02 773 8595
5th row	02 782 0638

Value	Count	Frequency (%)
02	3757	24.7%
	151	1.0%
501	35	0.2%
508	34	0.2%
539	34	0.2%
562	32	0.2%
558	31	0.2%
552	30	0.2%
538	29	0.2%
566	28	0.2%
Other values (7673)	11078	72.7%

Most occurring characters

Value	Count	Frequency (%)
0	12645	14.3%
2	12375	14.0%
	10891	12.3%
5	6917	7.8%
-	6381	7.2%
3	6005	6.8%
8	5772	6.5%
4	5762	6.5%
1	5705	6.5%
6	5605	6.4%
Other values (9)	10158	11.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	70570	80.0%
Space Separator	10891	12.3%
Dash Punctuation	6381	7.2%
Other Punctuation	223	0.3%
Close Punctuation	127	0.1%
Math Symbol	23	< 0.1%
Open Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	12645	17.9%
2	12375	17.5%
5	6917	9.8%
3	6005	8.5%
8	5772	8.2%
4	5762	8.2%
1	5705	8.1%
6	5605	7.9%
7	5408	7.7%
9	4376	6.2%

Other Punctuation

Value	Count	Frequency (%)
.	216	96.9%
/	5	2.2%
,	2	0.9%

Math Symbol

Value	Count	Frequency (%)
~	22	95.7%
+	1	4.3%

Space Separator

Value	Count	Frequency (%)
	10891	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	6381	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	127	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	88216	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	12645	14.3%
2	12375	14.0%
	10891	12.3%
5	6917	7.8%
-	6381	7.2%
3	6005	6.8%
8	5772	6.5%
4	5762	6.5%
1	5705	6.5%
6	5605	6.4%
Other values (9)	10158	11.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	88216	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	12645	14.3%
2	12375	14.0%
	10891	12.3%
5	6917	7.8%
-	6381	7.2%
3	6005	6.8%
8	5772	6.5%
4	5762	6.5%
1	5705	6.5%
6	5605	6.4%
Other values (9)	10158	11.5%

소재지면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

소재지우편번호
Text

MISSING

Distinct	968
Distinct (%)	29.7%
Missing	6744
Missing (%)	67.4%
Memory size	156.2 KiB

Length

Max length	7
Median length	6
Mean length	6.0052211
Min length	6

Characters and Unicode

Total characters	19553
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	611 ?
Unique (%)	18.8%

Sample

1st row	138200
2nd row	132040
3rd row	135962
4th row	134843
5th row	140210

Value	Count	Frequency (%)
135080	113	3.5%
137070	100	3.1%
151050	87	2.7%
153023	73	2.2%
158070	72	2.2%
152050	69	2.1%
138160	61	1.9%
137060	60	1.8%
138220	56	1.7%
158050	47	1.4%
Other values (958)	2518	77.3%

Most occurring characters

Value	Count	Frequency (%)
1	4959	25.4%
0	4517	23.1%
3	2340	12.0%
5	2063	10.6%
2	1537	7.9%
8	1500	7.7%
7	897	4.6%
4	813	4.2%
9	471	2.4%
6	439	2.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	19536	99.9%
Dash Punctuation	17	0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	4959	25.4%
0	4517	23.1%
3	2340	12.0%
5	2063	10.6%
2	1537	7.9%
8	1500	7.7%
7	897	4.6%
4	813	4.2%
9	471	2.4%
6	439	2.2%

Dash Punctuation

Value	Count	Frequency (%)
-	17	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	19553	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	4959	25.4%
0	4517	23.1%
3	2340	12.0%
5	2063	10.6%
2	1537	7.9%
8	1500	7.7%
7	897	4.6%
4	813	4.2%
9	471	2.4%
6	439	2.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	19553	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	4959	25.4%
0	4517	23.1%
3	2340	12.0%
5	2063	10.6%
2	1537	7.9%
8	1500	7.7%
7	897	4.6%
4	813	4.2%
9	471	2.4%
6	439	2.2%

지번주소
Text

MISSING

Distinct	6880
Distinct (%)	76.6%
Missing	1019
Missing (%)	10.2%
Memory size	156.2 KiB

Length

Max length	102
Median length	93
Mean length	32.184723
Min length	2

Characters and Unicode

Total characters	289051
Distinct characters	612
Distinct categories	12 ?
Distinct scripts	3 ?
Distinct blocks	6 ?

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

Unique

Unique	6002 ?
Unique (%)	66.8%

Sample

1st row	서울특별시 송파구 문정동 *번지 대명빌딩층
2nd row	서울특별시 중구 서소문동 *-
3rd row	서울특별시 도봉구 창동 **번지 호 미화빌딩 지층
4th row	서울특별시 중구 서소문동 -
5th row	서울특별시 영등포구 여의도동*- 맨하탄빌딩-****

Value	Count	Frequency (%)
서울특별시	8530	17.6%
호	5484	11.3%
번지	4414	9.1%
	4255	8.8%
층	2057	4.2%
강남구	1646	3.4%
서초구	967	2.0%
역삼동	719	1.5%
송파구	552	1.1%
서초동	463	1.0%
Other values (4087)	19408	40.0%

Most occurring characters

Value	Count	Frequency (%)
	89020	30.8%
*	52817	18.3%
서	10948	3.8%
동	10314	3.6%
구	9632	3.3%
시	8869	3.1%
울	8734	3.0%
별	8549	3.0%
특	8532	3.0%
호	6041	2.1%
Other values (602)	75595	26.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	141192	48.8%
Space Separator	89020	30.8%
Other Punctuation	53062	18.4%
Dash Punctuation	4656	1.6%
Uppercase Letter	663	0.2%
Decimal Number	138	< 0.1%
Open Punctuation	104	< 0.1%
Close Punctuation	103	< 0.1%
Lowercase Letter	81	< 0.1%
Math Symbol	16	< 0.1%
Other values (2)	16	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
서	10948	7.8%
동	10314	7.3%
구	9632	6.8%
시	8869	6.3%
울	8734	6.2%
별	8549	6.1%
특	8532	6.0%
호	6041	4.3%
지	5107	3.6%
번	4489	3.2%
Other values (535)	59977	42.5%

Uppercase Letter

Value	Count	Frequency (%)
B	169	25.5%
A	66	10.0%
T	50	7.5%
D	48	7.2%
K	47	7.1%
I	43	6.5%
S	34	5.1%
C	28	4.2%
E	22	3.3%
G	21	3.2%
Other values (15)	135	20.4%

Lowercase Letter

Value	Count	Frequency (%)
e	18	22.2%
t	9	11.1%
b	9	11.1%
k	8	9.9%
r	6	7.4%
s	6	7.4%
c	5	6.2%
n	5	6.2%
a	4	4.9%
i	4	4.9%
Other values (5)	7	8.6%

Decimal Number

Value	Count	Frequency (%)
1	28	20.3%
4	21	15.2%
2	18	13.0%
0	13	9.4%
5	12	8.7%
3	12	8.7%
6	11	8.0%
7	10	7.2%
9	8	5.8%
8	5	3.6%

Other Punctuation

Value	Count	Frequency (%)
*	52817	99.5%
,	150	0.3%
/	47	0.1%
.	23	< 0.1%
@	20	< 0.1%
&	3	< 0.1%
;	1	< 0.1%
?	1	< 0.1%

Math Symbol

Value	Count	Frequency (%)
~	15	93.8%
∥	1	6.2%

Letter Number

Value	Count	Frequency (%)
Ⅱ	11	78.6%
Ⅲ	3	21.4%

Space Separator

Value	Count	Frequency (%)
	89020	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	4656	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	104	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	103	100.0%

Other Symbol

Value	Count	Frequency (%)
㉵	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	147099	50.9%
Hangul	141194	48.8%
Latin	758	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
서	10948	7.8%
동	10314	7.3%
구	9632	6.8%
시	8869	6.3%
울	8734	6.2%
별	8549	6.1%
특	8532	6.0%
호	6041	4.3%
지	5107	3.6%
번	4489	3.2%
Other values (536)	59979	42.5%

Latin

Value	Count	Frequency (%)
B	169	22.3%
A	66	8.7%
T	50	6.6%
D	48	6.3%
K	47	6.2%
I	43	5.7%
S	34	4.5%
C	28	3.7%
E	22	2.9%
G	21	2.8%
Other values (32)	230	30.3%

Common

Value	Count	Frequency (%)
	89020	60.5%
*	52817	35.9%
-	4656	3.2%
,	150	0.1%
(	104	0.1%
)	103	0.1%
/	47	< 0.1%
1	28	< 0.1%
.	23	< 0.1%
4	21	< 0.1%
Other values (14)	130	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	147842	51.1%
Hangul	141191	48.8%
Number Forms	14	< 0.1%
None	2	< 0.1%
Compat Jamo	1	< 0.1%
Math Operators	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	89020	60.2%
*	52817	35.7%
-	4656	3.1%
B	169	0.1%
,	150	0.1%
(	104	0.1%
)	103	0.1%
A	66	< 0.1%
T	50	< 0.1%
D	48	< 0.1%
Other values (53)	659	0.4%

Hangul

Value	Count	Frequency (%)
서	10948	7.8%
동	10314	7.3%
구	9632	6.8%
시	8869	6.3%
울	8734	6.2%
별	8549	6.1%
특	8532	6.0%
호	6041	4.3%
지	5107	3.6%
번	4489	3.2%
Other values (534)	59976	42.5%

Number Forms

Value	Count	Frequency (%)
Ⅱ	11	78.6%
Ⅲ	3	21.4%

None

Value	Count	Frequency (%)
㉵	2	100.0%

Compat Jamo

Value	Count	Frequency (%)
ㄴ	1	100.0%

Math Operators

Value	Count	Frequency (%)
∥	1	100.0%

도로명주소
Text

MISSING

Distinct	5439
Distinct (%)	91.5%
Missing	4057
Missing (%)	40.6%
Memory size	156.2 KiB

Length

Max length	70
Median length	57
Mean length	34.417634
Min length	15

Characters and Unicode

Total characters	204544
Distinct characters	610
Distinct categories	11 ?
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	5088 ?
Unique (%)	85.6%

Sample

1st row	서울특별시 송파구 새말로 *** (문정동,대명빌딩*층)
2nd row	서울특별시 도봉구 도봉로 *** (창동,미화빌딩 지층)
3rd row	서울특별시 서초구 서초대로 **, 층 (방배동, 양지빌딩*)
4th row	서울특별시 강남구 논현로길 (개포동, 친환경식품유통센터*층)
5th row	서울특별시 송파구 백제고분로길 , **호 (송파동, 선경빌딩층)

Value	Count	Frequency (%)
	6162	16.4%
서울특별시	5938	15.8%
호	2390	6.4%
층	1833	4.9%
강남구	794	2.1%
송파구	585	1.6%
서초구	445	1.2%
영등포구	384	1.0%
구로구	369	1.0%
관악구	368	1.0%
Other values (4780)	18317	48.7%

Most occurring characters

Value	Count	Frequency (%)
*	34672	17.0%
	31773	15.5%
동	7636	3.7%
서	7341	3.6%
,	6959	3.4%
로	6754	3.3%
구	6726	3.3%
시	6139	3.0%
울	5986	2.9%
)	5980	2.9%
Other values (600)	84578	41.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	117273	57.3%
Other Punctuation	41667	20.4%
Space Separator	31773	15.5%
Close Punctuation	5980	2.9%
Open Punctuation	5979	2.9%
Dash Punctuation	923	0.5%
Uppercase Letter	649	0.3%
Decimal Number	171	0.1%
Lowercase Letter	88	< 0.1%
Math Symbol	25	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	7636	6.5%
서	7341	6.3%
로	6754	5.8%
구	6726	5.7%
시	6139	5.2%
울	5986	5.1%
별	5950	5.1%
특	5939	5.1%
호	3010	2.6%
길	2965	2.5%
Other values (537)	58827	50.2%

Uppercase Letter

Value	Count	Frequency (%)
B	144	22.2%
A	64	9.9%
T	64	9.9%
K	52	8.0%
I	41	6.3%
S	38	5.9%
C	36	5.5%
E	31	4.8%
D	22	3.4%
R	17	2.6%
Other values (15)	140	21.6%

Lowercase Letter

Value	Count	Frequency (%)
e	20	22.7%
n	11	12.5%
t	10	11.4%
r	8	9.1%
b	7	8.0%
c	5	5.7%
k	5	5.7%
a	4	4.5%
s	4	4.5%
o	4	4.5%
Other values (5)	10	11.4%

Decimal Number

Value	Count	Frequency (%)
1	34	19.9%
4	24	14.0%
2	19	11.1%
3	18	10.5%
0	17	9.9%
5	14	8.2%
9	12	7.0%
6	12	7.0%
8	11	6.4%
7	10	5.8%

Other Punctuation

Value	Count	Frequency (%)
*	34672	83.2%
,	6959	16.7%
/	15	< 0.1%
.	12	< 0.1%
&	5	< 0.1%
@	4	< 0.1%

Letter Number

Value	Count	Frequency (%)
Ⅱ	12	75.0%
Ⅲ	4	25.0%

Space Separator

Value	Count	Frequency (%)
	31773	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	5980	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	5979	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	923	100.0%

Math Symbol

Value	Count	Frequency (%)
~	25	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	117273	57.3%
Common	86518	42.3%
Latin	753	0.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	7636	6.5%
서	7341	6.3%
로	6754	5.8%
구	6726	5.7%
시	6139	5.2%
울	5986	5.1%
별	5950	5.1%
특	5939	5.1%
호	3010	2.6%
길	2965	2.5%
Other values (537)	58827	50.2%

Latin

Value	Count	Frequency (%)
B	144	19.1%
A	64	8.5%
T	64	8.5%
K	52	6.9%
I	41	5.4%
S	38	5.0%
C	36	4.8%
E	31	4.1%
D	22	2.9%
e	20	2.7%
Other values (32)	241	32.0%

Common

Value	Count	Frequency (%)
*	34672	40.1%
	31773	36.7%
,	6959	8.0%
)	5980	6.9%
(	5979	6.9%
-	923	1.1%
1	34	< 0.1%
~	25	< 0.1%
4	24	< 0.1%
2	19	< 0.1%
Other values (11)	130	0.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	117273	57.3%
ASCII	87255	42.7%
Number Forms	16	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
*	34672	39.7%
	31773	36.4%
,	6959	8.0%
)	5980	6.9%
(	5979	6.9%
-	923	1.1%
B	144	0.2%
A	64	0.1%
T	64	0.1%
K	52	0.1%
Other values (51)	645	0.7%

Hangul

Value	Count	Frequency (%)
동	7636	6.5%
서	7341	6.3%
로	6754	5.8%
구	6726	5.7%
시	6139	5.2%
울	5986	5.1%
별	5950	5.1%
특	5939	5.1%
호	3010	2.6%
길	2965	2.5%
Other values (537)	58827	50.2%

Number Forms

Value	Count	Frequency (%)
Ⅱ	12	75.0%
Ⅲ	4	25.0%

도로명우편번호
Text

MISSING

Distinct	2130
Distinct (%)	59.4%
Missing	6413
Missing (%)	64.1%
Memory size	156.2 KiB

Length

Max length	7
Median length	5
Mean length	5.37385
Min length	5

Characters and Unicode

Total characters	19276
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	1449 ?
Unique (%)	40.4%

Sample

1st row	137061
2nd row	135962
3rd row	05667
4th row	06224
5th row	06744

Value	Count	Frequency (%)
151050	36	1.0%
135081	30	0.8%
153023	26	0.7%
08378	19	0.5%
06132	17	0.5%
151015	16	0.4%
08390	16	0.4%
06150	13	0.4%
08506	12	0.3%
08381	12	0.3%
Other values (2120)	3390	94.5%

Most occurring characters

Value	Count	Frequency (%)
0	4008	20.8%
1	3041	15.8%
8	1914	9.9%
5	1909	9.9%
3	1909	9.9%
7	1561	8.1%
2	1455	7.5%
6	1329	6.9%
4	1199	6.2%
9	934	4.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	19259	99.9%
Dash Punctuation	17	0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4008	20.8%
1	3041	15.8%
8	1914	9.9%
5	1909	9.9%
3	1909	9.9%
7	1561	8.1%
2	1455	7.6%
6	1329	6.9%
4	1199	6.2%
9	934	4.8%

Dash Punctuation

Value	Count	Frequency (%)
-	17	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	19276	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4008	20.8%
1	3041	15.8%
8	1914	9.9%
5	1909	9.9%
3	1909	9.9%
7	1561	8.1%
2	1455	7.5%
6	1329	6.9%
4	1199	6.2%
9	934	4.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	19276	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4008	20.8%
1	3041	15.8%
8	1914	9.9%
5	1909	9.9%
3	1909	9.9%
7	1561	8.1%
2	1455	7.5%
6	1329	6.9%
4	1199	6.2%
9	934	4.8%

사업장명
Text

Distinct	9381
Distinct (%)	93.8%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	42
Median length	36
Mean length	7.5672
Min length	1

Characters and Unicode

Total characters	75672
Distinct characters	913
Distinct categories	12 ?
Distinct scripts	4 ?
Distinct blocks	6 ?

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

Unique

Unique	8967 ?
Unique (%)	89.7%

Sample

1st row	주)잠자리
2nd row	장데스떼화장품
3rd row	L.S코리아
4th row	종근당동교100
5th row	예원환경개발

Value	Count	Frequency (%)
주식회사	1015	7.9%
주	245	1.9%
인셀덤	84	0.7%
마임	45	0.4%
대리점	28	0.2%
코리아	27	0.2%
유니베라	25	0.2%
윤선생영어교실	22	0.2%
에치와이	20	0.2%
알로에마임	19	0.1%
Other values (9896)	11323	88.1%

Most occurring characters

Value	Count	Frequency (%)
주	3947	5.2%
)	3056	4.0%
(	3007	4.0%
	2864	3.8%
이	2492	3.3%
스	2060	2.7%
사	2008	2.7%
리	1469	1.9%
아	1299	1.7%
식	1166	1.5%
Other values (903)	52304	69.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	63348	83.7%
Close Punctuation	3057	4.0%
Open Punctuation	3008	4.0%
Space Separator	2864	3.8%
Uppercase Letter	1603	2.1%
Lowercase Letter	1023	1.4%
Other Punctuation	291	0.4%
Decimal Number	277	0.4%
Other Symbol	138	0.2%
Dash Punctuation	61	0.1%
Other values (2)	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	3947	6.2%
이	2492	3.9%
스	2060	3.3%
사	2008	3.2%
리	1469	2.3%
아	1299	2.1%
식	1166	1.8%
회	1162	1.8%
에	1032	1.6%
지	900	1.4%
Other values (826)	45813	72.3%

Uppercase Letter

Value	Count	Frequency (%)
S	173	10.8%
C	134	8.4%
L	105	6.6%
E	103	6.4%
K	89	5.6%
M	85	5.3%
N	84	5.2%
T	81	5.1%
I	79	4.9%
G	74	4.6%
Other values (15)	596	37.2%

Lowercase Letter

Value	Count	Frequency (%)
o	131	12.8%
e	99	9.7%
n	92	9.0%
a	90	8.8%
t	80	7.8%
i	73	7.1%
r	59	5.8%
l	46	4.5%
s	44	4.3%
d	43	4.2%
Other values (15)	266	26.0%

Decimal Number

Value	Count	Frequency (%)
1	60	21.7%
2	49	17.7%
0	47	17.0%
3	35	12.6%
5	30	10.8%
8	16	5.8%
7	13	4.7%
4	11	4.0%
6	11	4.0%
9	5	1.8%

Other Punctuation

Value	Count	Frequency (%)
.	194	66.7%
&	53	18.2%
,	30	10.3%
?	6	2.1%
/	5	1.7%
＆	1	0.3%
'	1	0.3%
;	1	0.3%

Close Punctuation

Value	Count	Frequency (%)
)	3056	> 99.9%
]	1	< 0.1%

Open Punctuation

Value	Count	Frequency (%)
(	3007	> 99.9%
[	1	< 0.1%

Space Separator

Value	Count	Frequency (%)
	2864	100.0%

Other Symbol

Value	Count	Frequency (%)
㈜	138	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	61	100.0%

Math Symbol

Value	Count	Frequency (%)
+	1	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	63459	83.9%
Common	9559	12.6%
Latin	2627	3.5%
Han	27	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	3947	6.2%
이	2492	3.9%
스	2060	3.2%
사	2008	3.2%
리	1469	2.3%
아	1299	2.0%
식	1166	1.8%
회	1162	1.8%
에	1032	1.6%
지	900	1.4%
Other values (803)	45924	72.4%

Latin

Value	Count	Frequency (%)
S	173	6.6%
C	134	5.1%
o	131	5.0%
L	105	4.0%
E	103	3.9%
e	99	3.8%
n	92	3.5%
a	90	3.4%
K	89	3.4%
M	85	3.2%
Other values (41)	1526	58.1%

Common

Value	Count	Frequency (%)
)	3056	32.0%
(	3007	31.5%
	2864	30.0%
.	194	2.0%
-	61	0.6%
1	60	0.6%
&	53	0.6%
2	49	0.5%
0	47	0.5%
3	35	0.4%
Other values (15)	133	1.4%

Han

Value	Count	Frequency (%)
美	3	11.1%
社	2	7.4%
韓	1	3.7%
守	1	3.7%
秀	1	3.7%
光	1	3.7%
貿	1	3.7%
易	1	3.7%
溫	1	3.7%
遇	1	3.7%
Other values (14)	14	51.9%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	63321	83.7%
ASCII	12184	16.1%
None	139	0.2%
CJK	26	< 0.1%
Number Forms	1	< 0.1%
CJK Compat Ideographs	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
주	3947	6.2%
이	2492	3.9%
스	2060	3.3%
사	2008	3.2%
리	1469	2.3%
아	1299	2.1%
식	1166	1.8%
회	1162	1.8%
에	1032	1.6%
지	900	1.4%
Other values (802)	45786	72.3%

ASCII

Value	Count	Frequency (%)
)	3056	25.1%
(	3007	24.7%
	2864	23.5%
.	194	1.6%
S	173	1.4%
C	134	1.1%
o	131	1.1%
L	105	0.9%
E	103	0.8%
e	99	0.8%
Other values (64)	2318	19.0%

None

Value	Count	Frequency (%)
㈜	138	99.3%
＆	1	0.7%

CJK

Value	Count	Frequency (%)
美	3	11.5%
社	2	7.7%
韓	1	3.8%
守	1	3.8%
秀	1	3.8%
光	1	3.8%
貿	1	3.8%
易	1	3.8%
溫	1	3.8%
遇	1	3.8%
Other values (13)	13	50.0%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

CJK Compat Ideographs

Value	Count	Frequency (%)
聯	1	100.0%

최종수정일자
Date

Distinct	8462
Distinct (%)	84.6%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	2007-06-28 19:44:09
Maximum	2024-05-09 13:25:34

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

I	7874
U	2126

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	7874	78.7%
U	2126	21.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	7874	78.7%
u	2126	21.3%

데이터갱신일자
Date

Distinct	1066
Distinct (%)	10.7%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

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

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	4803
Distinct (%)	77.6%
Missing	3808
Missing (%)	38.1%
Infinite	0
Infinite (%)	0.0%
Mean	199320.95

Minimum	167789.6
Maximum	410956.06
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	167789.6
5-th percentile	186820.54
Q1	191787.61
median	201277.45
Q3	205249.98
95-th percentile	211149.34
Maximum	410956.06
Range	243166.46
Interquartile range (IQR)	13462.369

Descriptive statistics

Standard deviation	8237.9893
Coefficient of variation (CV)	0.041330273
Kurtosis	68.957404
Mean	199320.95
Median Absolute Deviation (MAD)	6335.6458
Skewness	2.6049641
Sum	1.2341953 × 10⁹
Variance	67864468
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
190923.551317757	34	0.3%
205787.106208763	28	0.3%
189538.020935968	20	0.2%
204069.137085371	16	0.2%
203081.161708641	13	0.1%
190776.468544178	12	0.1%
187734.804380866	10	0.1%
190680.536850936	10	0.1%
204536.822020513	10	0.1%
195588.796492288	10	0.1%
Other values (4793)	6029	60.3%
(Missing)	3808	38.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
167789.600877091	1	< 0.1%
175131.079643805	1	< 0.1%
180226.735	1	< 0.1%
182268.752831116	1	< 0.1%
182524.823835629	1	< 0.1%
182865.612372488	1	< 0.1%
182872.579435573	1	< 0.1%
182874.245118806	1	< 0.1%
182908.612304722	1	< 0.1%
182914.770762913	1	< 0.1%

Value	Count	Frequency (%)
410956.055910194	1	< 0.1%
226417.645595042	1	< 0.1%
215659.154061	1	< 0.1%
215212.94326834	1	< 0.1%
215195.884311721	1	< 0.1%
215033.880778399	1	< 0.1%
214958.713997465	1	< 0.1%
214888.465504117	1	< 0.1%
214731.479362033	1	< 0.1%
214330.033963773	1	< 0.1%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	4805
Distinct (%)	77.6%
Missing	3808
Missing (%)	38.1%
Infinite	0
Infinite (%)	0.0%
Mean	447560.9

Minimum	229315.44
Maximum	464814.72
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	229315.44
5-th percentile	441694.92
Q1	443522.66
median	446183.37
Q3	450698.58
95-th percentile	458789.02
Maximum	464814.72
Range	235499.27
Interquartile range (IQR)	7175.9178

Descriptive statistics

Standard deviation	5993.5824
Coefficient of variation (CV)	0.013391658
Kurtosis	283.41772
Mean	447560.9
Median Absolute Deviation (MAD)	3427.8003
Skewness	-7.1387885
Sum	2.7712971 × 10⁹
Variance	35923030
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
446575.396546634	34	0.3%
451191.34653897	28	0.3%
441982.427934953	20	0.2%
444786.116475712	16	0.2%
444381.101104143	13	0.1%
442370.143700207	12	0.1%
442098.372819317	10	0.1%
447125.503353306	10	0.1%
444660.784269339	10	0.1%
442392.645303533	10	0.1%
Other values (4795)	6029	60.3%
(Missing)	3808	38.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
229315.443803811	1	< 0.1%
420821.921380891	1	< 0.1%
424231.6000988	1	< 0.1%
437488.324221587	1	< 0.1%
437585.386881809	1	< 0.1%
437675.777761649	1	< 0.1%
437914.06299827	5	0.1%
437974.032482417	1	< 0.1%
438247.940519369	1	< 0.1%
438442.592445398	1	< 0.1%

Value	Count	Frequency (%)
464814.717432497	1	< 0.1%
464508.952781941	1	< 0.1%
464448.684446374	1	< 0.1%
464356.527197506	1	< 0.1%
464321.382754776	1	< 0.1%
464315.286672957	1	< 0.1%
464295.628375287	1	< 0.1%
464199.048415229	1	< 0.1%
464106.730290644	1	< 0.1%
464092.187505065	1	< 0.1%

자산규모
Real number (ℝ)

MISSING ZEROS

Distinct	917
Distinct (%)	34.3%
Missing	7330
Missing (%)	73.3%
Infinite	0
Infinite (%)	0.0%
Mean	1.4851605 × 10¹⁰

Minimum	0
Maximum	4.6039035 × 10¹²
Zeros	804
Zeros (%)	8.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	50000000
Q3	2 × 10⁸
95-th percentile	4.9297403 × 10⁹
Maximum	4.6039035 × 10¹²
Range	4.6039035 × 10¹²
Interquartile range (IQR)	2 × 10⁸

Descriptive statistics

Standard deviation	1.92091 × 10¹¹
Coefficient of variation (CV)	12.934023
Kurtosis	365.5459
Mean	1.4851605 × 10¹⁰
Median Absolute Deviation (MAD)	50000000
Skewness	18.204107
Sum	3.9653785 × 10¹³
Variance	3.6898953 × 10²²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	804	8.0%
50000000	248	2.5%
100000000	127	1.3%
10000000	121	1.2%
30000000	46	0.5%
300000000	45	0.4%
20000000	43	0.4%
200000000	41	0.4%
1	34	0.3%
9	31	0.3%
Other values (907)	1130	11.3%
(Missing)	7330	73.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	804	8.0%
1	34	0.3%
3	1	< 0.1%
6	1	< 0.1%
9	31	0.3%
282	1	< 0.1%
1000	2	< 0.1%
5000	1	< 0.1%
50000	1	< 0.1%
100000	1	< 0.1%

Value	Count	Frequency (%)
4603903488718	1	< 0.1%
4136312863585	1	< 0.1%
4111211369976	1	< 0.1%
3825200434847	1	< 0.1%
2704529366060	1	< 0.1%
2131049471426	1	< 0.1%
1986833637298	1	< 0.1%
1815771000000	1	< 0.1%
1535979241671	1	< 0.1%
1421582000000	1	< 0.1%

부채총액
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	826
Distinct (%)	31.1%
Missing	7343
Missing (%)	73.4%
Infinite	0
Infinite (%)	0.0%
Mean	9.3510627 × 10⁹

Minimum	-40000000
Maximum	3.9418009 × 10¹²
Zeros	1646
Zeros (%)	16.5%
Negative	1
Negative (%)	< 0.1%
Memory size	166.0 KiB

Quantile statistics

Minimum	-40000000
5-th percentile	0
Q1	0
median	0
Q3	62350094
95-th percentile	3.7718627 × 10⁹
Maximum	3.9418009 × 10¹²
Range	3.9418409 × 10¹²
Interquartile range (IQR)	62350094

Descriptive statistics

Standard deviation	1.3403522 × 10¹¹
Coefficient of variation (CV)	14.333689
Kurtosis	523.78406
Mean	9.3510627 × 10⁹
Median Absolute Deviation (MAD)	0
Skewness	21.413629
Sum	2.4845774 × 10¹³
Variance	1.796544 × 10²²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1646	16.5%
1	34	0.3%
9	31	0.3%
20000000	18	0.2%
50000000	17	0.2%
30000000	16	0.2%
10000000	12	0.1%
100000000	10	0.1%
5000000	9	0.1%
200000000	8	0.1%
Other values (816)	856	8.6%
(Missing)	7343	73.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-40000000	1	< 0.1%
0	1646	16.5%
1	34	0.3%
2	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
9	31	0.3%
1000	2	< 0.1%
4000	1	< 0.1%
5000	1	< 0.1%

Value	Count	Frequency (%)
3941800875811	1	< 0.1%
3496058346300	1	< 0.1%
2353781354122	1	< 0.1%
1996733817795	1	< 0.1%
1688331000000	1	< 0.1%
1452220106803	1	< 0.1%
1341131000000	1	< 0.1%
1060250012236	1	< 0.1%
826988458311	1	< 0.1%
792291956975	1	< 0.1%

자본금
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	472
Distinct (%)	17.6%
Missing	7318
Missing (%)	73.2%
Infinite	0
Infinite (%)	0.0%
Mean	3.818569 × 10⁹

Minimum	-4.9435732 × 10¹⁰
Maximum	3.6740713 × 10¹²
Zeros	572
Zeros (%)	5.7%
Negative	32
Negative (%)	0.3%
Memory size	166.0 KiB

Quantile statistics

Minimum	-4.9435732 × 10¹⁰
5-th percentile	0
Q1	1250
median	50000000
Q3	1 × 10⁸
95-th percentile	1.226921 × 10⁹
Maximum	3.6740713 × 10¹²
Range	3.723507 × 10¹²
Interquartile range (IQR)	99998750

Descriptive statistics

Standard deviation	7.773976 × 10¹⁰
Coefficient of variation (CV)	20.358349
Kurtosis	1870.3461
Mean	3.818569 × 10⁹
Median Absolute Deviation (MAD)	50000000
Skewness	40.815626
Sum	1.0241402 × 10¹³
Variance	6.0434704 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	572	5.7%
50000000	503	5.0%
100000000	238	2.4%
10000000	195	1.9%
300000000	85	0.9%
20000000	76	0.8%
200000000	72	0.7%
30000000	66	0.7%
5000000	52	0.5%
150000000	46	0.5%
Other values (462)	777	7.8%
(Missing)	7318	73.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-49435732223	1	< 0.1%
-13849612934	1	< 0.1%
-7290247478	1	< 0.1%
-7075069195	1	< 0.1%
-5543521800	1	< 0.1%
-3296920906	1	< 0.1%
-1807203631	1	< 0.1%
-1444996935	1	< 0.1%
-1208795643	1	< 0.1%
-1046895018	1	< 0.1%

Value	Count	Frequency (%)
3674071270014	1	< 0.1%
926583625062	1	< 0.1%
881276552656	1	< 0.1%
640254517285	1	< 0.1%
500000000000	1	< 0.1%
350748011938	1	< 0.1%
266900616671	1	< 0.1%
200000000000	1	< 0.1%
169410494165	1	< 0.1%
160100000000	1	< 0.1%

판매방식명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

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)	자산규모	부채총액	자본금	판매방식명
28358	3230000	2000323013123200045	20000617	<NA>	4	취소/말소/만료/정지/중지	07	직권말소	<NA>	<NA>	<NA>	<NA>	449-9938	<NA>	138200	서울특별시 송파구 문정동 *번지 대명빌딩층	서울특별시 송파구 새말로 *** (문정동,대명빌딩*층)	<NA>	주)잠자리	2010-08-30 11:15:11	I	2018-08-31 23:59:59.0	<NA>	211350.099419	442328.447084	<NA>	<NA>	<NA>	<NA>
2867	3010000	1996301010023200006	19960828	<NA>	3	폐업	03	폐업처리	20040830	<NA>	<NA>	<NA>	02 774 0680	<NA>	<NA>	서울특별시 중구 서소문동 *-	<NA>	<NA>	장데스떼화장품	2008-02-21 00:00:00	I	2018-08-31 23:59:59.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
7874	3090000	2009309010523200003	20090205	<NA>	3	폐업	03	폐업처리	20090612	<NA>	<NA>	<NA>	999-0983	<NA>	132040	서울특별시 도봉구 창동 **번지 호 미화빌딩 지층	서울특별시 도봉구 도봉로 *** (창동,미화빌딩 지층)	<NA>	L.S코리아	2009-06-12 17:10:01	I	2018-08-31 23:59:59.0	<NA>	203439.447502	461539.552727	<NA>	<NA>	<NA>	<NA>
2680	3010000	2001301010023200051	20010718	<NA>	3	폐업	03	폐업처리	20020318	<NA>	<NA>	<NA>	02 773 8595	<NA>	<NA>	서울특별시 중구 서소문동 -	<NA>	<NA>	종근당동교100	2008-02-21 00:00:00	I	2018-08-31 23:59:59.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
16512	3180000	2006318011723201330	20061213	<NA>	4	취소/말소/만료/정지/중지	07	직권말소	<NA>	<NA>	<NA>	<NA>	02 782 0638	<NA>	<NA>	서울특별시 영등포구 여의도동*- 맨하탄빌딩-****	<NA>	<NA>	예원환경개발	2012-02-29 13:41:39	I	2018-08-31 23:59:59.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
12299	3150000	2002315010023216269	20020330	<NA>	3	폐업	03	폐업처리	20020902	<NA>	<NA>	<NA>	02 659 3225	<NA>	<NA>	서울특별시 강서구등촌제동*- *층	<NA>	<NA>	주식회사 하이스닥	2008-06-03 17:00:21	I	2018-08-31 23:59:59.0	<NA>	<NA>	<NA>	0	0	0	<NA>
21759	3210000	2012321012123200043	20120509	<NA>	4	취소/말소/만료/정지/중지	07	직권말소	<NA>	<NA>	<NA>	<NA>	070-8676-0458	<NA>	<NA>	<NA>	서울특별시 서초구 서초대로 **, 층 (방배동, 양지빌딩*)	137061	(주)케이에프에스 우리친구들	2017-03-08 12:11:01	I	2018-08-31 23:59:59.0	<NA>	199521.419842	442853.492733	10000000	1000000	50000000	<NA>
23995	3220000	2015322016223200018	20150212	<NA>	4	취소/말소/만료/정지/중지	07	직권말소	<NA>	<NA>	<NA>	<NA>	02-6342-1822	<NA>	135962	서울특별시 강남구 개포동 ***번지 호	서울특별시 강남구 논현로길 (개포동, 친환경식품유통센터*층)	135962	(주) 케이에스디네트웍스	2019-12-30 18:18:59	U	2020-01-01 02:40:00.0	<NA>	204389.35696	441457.423641	413000000	64000000	348000000	<NA>
8867	3110000	2006311011123200036	20060817	<NA>	3	폐업	03	폐업처리	20061221	<NA>	<NA>	<NA>	02 359 2759	<NA>	<NA>	서울특별시 은평구 녹번동 - 양지미라벨 ***	<NA>	<NA>	하트앤하트	2008-10-09 10:33:20	I	2018-08-31 23:59:59.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
24310	3220000	2002322008323200388	20021125	<NA>	4	취소/말소/만료/정지/중지	07	직권말소	<NA>	<NA>	<NA>	<NA>	02 3413 3555	<NA>	<NA>	서울특별시 강남구 논현동 **- 강남와이엠씨에이*층	<NA>	<NA>	(주)뉴비스타월드	2010-04-05 11:37:41	I	2018-08-31 23:59:59.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

	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)	자산규모	부채총액	자본금	판매방식명
22452	3220000	2003322008323200215	20030730	<NA>	3	폐업	03	폐업처리	2004/01/	<NA>	<NA>	<NA>	02 576 5818	<NA>	<NA>	서울특별시 강남구 개포동 **-	<NA>	<NA>	달란트코리아	2008-02-21 00:00:00	I	2018-08-31 23:59:59.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
18823	3200000	2016320021123200047	20160928	<NA>	4	취소/말소/만료/정지/중지	07	직권말소	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 관악구 봉천동 *번지 호	서울특별시 관악구 봉천로*길 -, B*호 (봉천동)	08749	원스톱백(one stop back)	2019-12-30 20:52:13	U	2020-01-01 02:40:00.0	<NA>	194469.456208	442566.906679	<NA>	<NA>	<NA>	<NA>
17874	3200000	2005320010623200777	20051027	<NA>	3	폐업	03	폐업처리	20080627	<NA>	<NA>	<NA>	02 855 2775	<NA>	<NA>	서울시 관악구 신원동**- ***호	<NA>	<NA>	중부	2008-06-27 17:24:56	I	2018-08-31 23:59:59.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
7682	3080000	2003308009223200128	20030513	<NA>	4	취소/말소/만료/정지/중지	07	직권말소	<NA>	<NA>	<NA>	<NA>	02 985 5612	<NA>	<NA>	서울특별시 강북구 미아동 *-**	서울특별시 강북구 삼양로길 (미아동)	01185	효진	2020-11-27 10:50:50	U	2020-11-29 02:40:00.0	<NA>	201311.378787	457716.127222	<NA>	<NA>	<NA>	<NA>
10414	3130000	2006313011823200729	20060111	<NA>	3	폐업	03	폐업처리	20071231	<NA>	<NA>	<NA>	706-8660	<NA>	<NA>	서울특별시 마포구 공덕동 * 풍림VIP빌딩층호(**호)	<NA>	<NA>	탈모방지연구위원회(보노겐)	2007-12-31 15:26:06	I	2018-08-31 23:59:59.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
22931	3220000	2001322008323200291	20011019	<NA>	3	폐업	03	폐업처리	20111226	<NA>	<NA>	<NA>	02 3445 5756	<NA>	<NA>	서울특별시 강남구 논현동 *- *층	<NA>	<NA>	이롬라이프황성주강남논현1대리점	2011-12-26 10:16:54	I	2018-08-31 23:59:59.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
79	3210000	2005321007623200152	2005-06-24	<NA>	1	영업/정상	01	정상영업	<NA>	<NA>	<NA>	<NA>	02 592 6101	<NA>	<NA>	서울특별시 서초구 서초동 ***-	서울특별시 서초구 서초대로길 , ***호 (서초동)	06633	(주)명문아카데미	2023-03-22 17:02:27	U	2022-12-02 22:04:00.0	<NA>	201382.829809	443396.872871	<NA>	<NA>	<NA>	<NA>
28450	3230000	1998323013123200011	19980313	<NA>	4	취소/말소/만료/정지/중지	07	직권말소	<NA>	<NA>	<NA>	<NA>	407-5552	<NA>	138803	서울특별시 송파구 가락본동 *번지 호 밀리아나 ****	서울특별시 송파구 송파대로길 (가락동,밀리아나 ****)	<NA>	자화석방	2012-09-04 17:11:46	I	2018-08-31 23:59:59.0	<NA>	210591.787825	443574.42766	<NA>	<NA>	<NA>	<NA>
29059	3240000	2015324018923200002	20150102	<NA>	3	폐업	03	폐업처리	20151231	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 강동구 천호대로 **- (성내동)	134843	아이커스터마이즈	2015-12-31 14:29:52	I	2018-08-31 23:59:59.0	<NA>	212049.427478	447947.326338	<NA>	<NA>	<NA>	<NA>
24001	3220000	2001322008323200189	20010716	<NA>	4	취소/말소/만료/정지/중지	07	직권말소	<NA>	<NA>	<NA>	<NA>	02 572 4429	<NA>	<NA>	서울특별시 강남구 도곡동 *- 경인빌딩 유로피스 ***호	<NA>	<NA>	한국섭생동호회	2010-04-05 19:54:27	I	2018-08-31 23:59:59.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

Overview

Variables

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

Common Values

Length

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

Other Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Math Symbol

Space Separator

Dash Punctuation

Close Punctuation

Open Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

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

Lowercase Letter

Decimal Number

Other Punctuation

Math Symbol

Letter Number

Space Separator

Dash Punctuation

Open Punctuation