gimi9 Pandas Profiling

Dataset statistics

Number of variables	31
Number of observations	10000
Missing cells	97366
Missing cells (%)	31.4%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	2.6 MiB
Average record size in memory	273.0 B

Variable types

Numeric	12
Categorical	7
Text	7
Unsupported	4
DateTime	1

Dataset

Description	2021-05-01
Author	지방행정인허가공개데이터
URL	https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901050101123183

Alerts

`개방서비스명` has constant value ""	Constant
`개방서비스id` has constant value ""	Constant
`상세영업상태명` is highly imbalanced (55.5%)	Imbalance
`인허가취소일자` has 9335 (93.3%) missing values	Missing
`폐업일자` has 3317 (33.2%) missing values	Missing
`휴업시작일자` has 9861 (98.6%) missing values	Missing
`휴업종료일자` has 9862 (98.6%) missing values	Missing
`재개업일자` has 10000 (100.0%) missing values	Missing
`소재지전화` has 3626 (36.3%) missing values	Missing
`소재지면적` has 10000 (100.0%) missing values	Missing
`소재지우편번호` has 7410 (74.1%) missing values	Missing
`소재지전체주소` has 765 (7.6%) missing values	Missing
`도로명전체주소` has 1682 (16.8%) missing values	Missing
`도로명우편번호` has 6519 (65.2%) missing values	Missing
`업태구분명` has 10000 (100.0%) missing values	Missing
`좌표정보(x)` has 1243 (12.4%) missing values	Missing
`좌표정보(y)` has 1243 (12.4%) missing values	Missing
`지정일자` has 2500 (25.0%) missing values	Missing
`Unnamed: 30` has 10000 (100.0%) missing values	Missing
`번호` has unique values	Unique
`관리번호` has unique values	Unique
`재개업일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`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
`Unnamed: 30` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`상세영업상태코드` has 2620 (26.2%) zeros	Zeros

Reproduction

Analysis started	2024-04-16 05:43:15.611001
Analysis finished	2024-04-16 05:43:17.534838
Duration	1.92 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	10000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	14083.009

Minimum	1
Maximum	28082
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1358.95
Q1	6975.75
median	14071
Q3	21223.5
95-th percentile	26743.05
Maximum	28082
Range	28081
Interquartile range (IQR)	14247.75

Descriptive statistics

Standard deviation	8161.9764
Coefficient of variation (CV)	0.57956195
Kurtosis	-1.2190537
Mean	14083.009
Median Absolute Deviation (MAD)	7119.5
Skewness	-0.0011777016
Sum	1.4083009 × 10⁸
Variance	66617859
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18256	1	< 0.1%
22012	1	< 0.1%
1397	1	< 0.1%
15231	1	< 0.1%
2405	1	< 0.1%
9271	1	< 0.1%
12100	1	< 0.1%
12513	1	< 0.1%
13230	1	< 0.1%
20323	1	< 0.1%
Other values (9990)	9990	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
6	1	< 0.1%
8	1	< 0.1%
14	1	< 0.1%
15	1	< 0.1%
18	1	< 0.1%
19	1	< 0.1%
23	1	< 0.1%
28	1	< 0.1%
29	1	< 0.1%

Value	Count	Frequency (%)
28082	1	< 0.1%
28081	1	< 0.1%
28073	1	< 0.1%
28072	1	< 0.1%
28070	1	< 0.1%
28067	1	< 0.1%
28064	1	< 0.1%
28056	1	< 0.1%
28054	1	< 0.1%
28052	1	< 0.1%

개방서비스명
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

담배소매업	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
담배소매업	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
담배소매업	10000	100.0%

개방서비스id
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

11_43_02_P	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	11_43_02_P
2nd row	11_43_02_P
3rd row	11_43_02_P
4th row	11_43_02_P
5th row	11_43_02_P

Common Values

Value	Count	Frequency (%)
11_43_02_P	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
11_43_02_p	10000	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	13
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3314061

Minimum	3250000
Maximum	3370000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	3250000
5-th percentile	3260000
Q1	3290000
median	3320000
Q3	3340000
95-th percentile	3360000
Maximum	3370000
Range	120000
Interquartile range (IQR)	50000

Descriptive statistics

Standard deviation	31990.633
Coefficient of variation (CV)	0.0096530007
Kurtosis	-0.90088223
Mean	3314061
Median Absolute Deviation (MAD)	30000
Skewness	-0.20223754
Sum	3.314061 × 10¹⁰
Variance	1.0234006 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
3290000	1445	14.4%
3330000	1152	11.5%
3340000	1042	10.4%
3350000	1020	10.2%
3300000	884	8.8%
3320000	861	8.6%
3310000	814	8.1%
3360000	707	7.1%
3260000	480	4.8%
3270000	452	4.5%
Other values (3)	1143	11.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	396	4.0%
3260000	480	4.8%
3270000	452	4.5%
3280000	441	4.4%
3290000	1445	14.4%
3300000	884	8.8%
3310000	814	8.1%
3320000	861	8.6%
3330000	1152	11.5%
3340000	1042	10.4%

Value	Count	Frequency (%)
3370000	306	3.1%
3360000	707	7.1%
3350000	1020	10.2%
3340000	1042	10.4%
3330000	1152	11.5%
3320000	861	8.6%
3310000	814	8.1%
3300000	884	8.8%
3290000	1445	14.4%
3280000	441	4.4%

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	2 ?
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	2006333008205600004
2nd row	2002333001505601040
3rd row	2007332007205600014
4th row	1999335001505601015
5th row	2001326004905618100

Value	Count	Frequency (%)
2006333008205600004	1	< 0.1%
2010331008205600072	1	< 0.1%
2007331007105600008	1	< 0.1%
2001332004205600005	1	< 0.1%
2011326007005600055	1	< 0.1%
2004332005905600073	1	< 0.1%
2001326004905601212	1	< 0.1%
2018330009905600033	1	< 0.1%
2002331001605603164	1	< 0.1%
2002334001705600982	1	< 0.1%
Other values (9990)	9990	99.9%

Most occurring characters

Value	Count	Frequency (%)
0	74298	39.1%
3	23052	12.1%
2	19115	10.1%
5	16806	8.8%
1	16711	8.8%
6	15996	8.4%
9	7395	3.9%
8	5869	3.1%
4	5740	3.0%
7	5016	2.6%
Other values (2)	2	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	189998	> 99.9%
Dash Punctuation	1	< 0.1%
Lowercase Letter	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	74298	39.1%
3	23052	12.1%
2	19115	10.1%
5	16806	8.8%
1	16711	8.8%
6	15996	8.4%
9	7395	3.9%
8	5869	3.1%
4	5740	3.0%
7	5016	2.6%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Lowercase Letter

Value	Count	Frequency (%)
a	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	189999	> 99.9%
Latin	1	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	74298	39.1%
3	23052	12.1%
2	19115	10.1%
5	16806	8.8%
1	16711	8.8%
6	15996	8.4%
9	7395	3.9%
8	5869	3.1%
4	5740	3.0%
7	5016	2.6%

Latin

Value	Count	Frequency (%)
a	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	190000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	74298	39.1%
3	23052	12.1%
2	19115	10.1%
5	16806	8.8%
1	16711	8.8%
6	15996	8.4%
9	7395	3.9%
8	5869	3.1%
4	5740	3.0%
7	5016	2.6%
Other values (2)	2	< 0.1%

인허가일자
Text

Distinct	4993
Distinct (%)	49.9%
Missing	3
Missing (%)	< 0.1%
Memory size	156.2 KiB

Length

Max length	8
Median length	8
Mean length	7.9991998
Min length	1

Characters and Unicode

Total characters	79968
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	2474 ?
Unique (%)	24.7%

Sample

1st row	20060703
2nd row	19931210
3rd row	20070216
4th row	19990520
5th row	20010328

Value	Count	Frequency (%)
20010102	180	1.8%
00000000	71	0.7%
19981231	41	0.4%
19981208	29	0.3%
19981125	20	0.2%
19981019	18	0.2%
19981030	17	0.2%
19981029	17	0.2%
19981028	17	0.2%
19981026	16	0.2%
Other values (4989)	9612	95.8%

Most occurring characters

Value	Count	Frequency (%)
0	26255	32.8%
2	15296	19.1%
1	15294	19.1%
9	5837	7.3%
8	3298	4.1%
3	3217	4.0%
7	2755	3.4%
4	2672	3.3%
6	2652	3.3%
5	2651	3.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	79927	99.9%
Space Separator	41	0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	26255	32.8%
2	15296	19.1%
1	15294	19.1%
9	5837	7.3%
8	3298	4.1%
3	3217	4.0%
7	2755	3.4%
4	2672	3.3%
6	2652	3.3%
5	2651	3.3%

Space Separator

Value	Count	Frequency (%)
	41	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	79968	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	26255	32.8%
2	15296	19.1%
1	15294	19.1%
9	5837	7.3%
8	3298	4.1%
3	3217	4.0%
7	2755	3.4%
4	2672	3.3%
6	2652	3.3%
5	2651	3.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	79968	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	26255	32.8%
2	15296	19.1%
1	15294	19.1%
9	5837	7.3%
8	3298	4.1%
3	3217	4.0%
7	2755	3.4%
4	2672	3.3%
6	2652	3.3%
5	2651	3.3%

인허가취소일자
Real number (ℝ)

MISSING

Distinct	287
Distinct (%)	43.2%
Missing	9335
Missing (%)	93.3%
Infinite	0
Infinite (%)	0.0%
Mean	20117020

Minimum	20010102
Maximum	20210325
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	20010102
5-th percentile	20030108
Q1	20080122
median	20121024
Q3	20160324
95-th percentile	20190700
Maximum	20210325
Range	200223
Interquartile range (IQR)	80202

Descriptive statistics

Standard deviation	52655.013
Coefficient of variation (CV)	0.002617436
Kurtosis	-1.0087856
Mean	20117020
Median Absolute Deviation (MAD)	39479
Skewness	-0.32442815
Sum	1.3377818 × 10¹⁰
Variance	2.7725504 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20090722	23	0.2%
20140220	22	0.2%
20160503	16	0.2%
20121024	15	0.1%
20151207	15	0.1%
20100629	15	0.1%
20100709	14	0.1%
20140127	13	0.1%
20160127	13	0.1%
20151119	12	0.1%
Other values (277)	507	5.1%
(Missing)	9335	93.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20010102	1	< 0.1%
20010627	1	< 0.1%
20010907	1	< 0.1%
20020104	2	< 0.1%
20020625	6	0.1%
20020725	2	< 0.1%
20020806	4	< 0.1%
20020829	5	0.1%
20020903	1	< 0.1%
20021021	1	< 0.1%

Value	Count	Frequency (%)
20210325	7	0.1%
20210107	1	< 0.1%
20201230	1	< 0.1%
20201223	1	< 0.1%
20201222	1	< 0.1%
20201217	1	< 0.1%
20201204	1	< 0.1%
20201020	2	< 0.1%
20201014	1	< 0.1%
20200909	1	< 0.1%

영업상태구분코드
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

3	6683
1	2620
4	692
2	5

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
3	6683	66.8%
1	2620	26.2%
4	692	6.9%
2	5	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	6683	66.8%
1	2620	26.2%
4	692	6.9%
2	5	< 0.1%

영업상태명
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

폐업	6683
영업/정상	2620
취소/말소/만료/정지/중지	692
휴업	5

Length

Max length	14
Median length	2
Mean length	3.6164
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	6683	66.8%
영업/정상	2620	26.2%
취소/말소/만료/정지/중지	692	6.9%
휴업	5	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	6683	66.8%
영업/정상	2620	26.2%
취소/말소/만료/정지/중지	692	6.9%
휴업	5	< 0.1%

상세영업상태코드
Real number (ℝ)

ZEROS

Distinct	7
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.615

Minimum	0
Maximum	6
Zeros	2620
Zeros (%)	26.2%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	1.1179893
Coefficient of variation (CV)	0.69225341
Kurtosis	1.1796021
Mean	1.615
Median Absolute Deviation (MAD)	0
Skewness	0.27456617
Sum	16150
Variance	1.2499
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
2	6683	66.8%
0	2620	26.2%
5	338	3.4%
3	333	3.3%
4	18	0.2%
1	5	0.1%
6	3	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2620	26.2%
1	5	0.1%
2	6683	66.8%
3	333	3.3%
4	18	0.2%
5	338	3.4%
6	3	< 0.1%

Value	Count	Frequency (%)
6	3	< 0.1%
5	338	3.4%
4	18	0.2%
3	333	3.3%
2	6683	66.8%
1	5	0.1%
0	2620	26.2%

상세영업상태명
Categorical

IMBALANCE

Distinct	7
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

폐업처리	6683
정상영업	2620
지정취소	338
직권취소	333
임시소매기간만료	18
Other values (2)	8

Length

Max length	8
Median length	4
Mean length	4.0072
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	폐업처리
2nd row	직권취소
3rd row	정상영업
4th row	폐업처리
5th row	폐업처리

Common Values

Value	Count	Frequency (%)
폐업처리	6683	66.8%
정상영업	2620	26.2%
지정취소	338	3.4%
직권취소	333	3.3%
임시소매기간만료	18	0.2%
휴업처리	5	0.1%
영업정지	3	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업처리	6683	66.8%
정상영업	2620	26.2%
지정취소	338	3.4%
직권취소	333	3.3%
임시소매기간만료	18	0.2%
휴업처리	5	< 0.1%
영업정지	3	< 0.1%

폐업일자
Real number (ℝ)

MISSING

Distinct	3467
Distinct (%)	51.9%
Missing	3317
Missing (%)	33.2%
Infinite	0
Infinite (%)	0.0%
Mean	20106147

Minimum	19871231
Maximum	20210331
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	19871231
5-th percentile	20030603
Q1	20060524
median	20100827
Q3	20150731
95-th percentile	20191108
Maximum	20210331
Range	339100
Interquartile range (IQR)	90207

Descriptive statistics

Standard deviation	53319.842
Coefficient of variation (CV)	0.0026519175
Kurtosis	-1.0670462
Mean	20106147
Median Absolute Deviation (MAD)	40725
Skewness	0.15598113
Sum	1.3436938 × 10¹¹
Variance	2.8430056 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20090408	21	0.2%
20150817	13	0.1%
20151116	13	0.1%
20150907	12	0.1%
20040102	8	0.1%
20041203	8	0.1%
20190417	8	0.1%
20090410	8	0.1%
20131129	8	0.1%
20090429	8	0.1%
Other values (3457)	6576	65.8%
(Missing)	3317	33.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19871231	1	< 0.1%
19950602	1	< 0.1%
19981201	1	< 0.1%
19990113	1	< 0.1%
20000209	1	< 0.1%
20000316	2	< 0.1%
20000630	1	< 0.1%
20001010	1	< 0.1%
20001226	1	< 0.1%
20010102	5	0.1%

Value	Count	Frequency (%)
20210331	2	< 0.1%
20210325	2	< 0.1%
20210324	1	< 0.1%
20210322	3	< 0.1%
20210319	1	< 0.1%
20210318	2	< 0.1%
20210317	1	< 0.1%
20210316	1	< 0.1%
20210315	1	< 0.1%
20210312	1	< 0.1%

휴업시작일자
Real number (ℝ)

MISSING

Distinct	136
Distinct (%)	97.8%
Missing	9861
Missing (%)	98.6%
Infinite	0
Infinite (%)	0.0%
Mean	20125582

Minimum	20030501
Maximum	20210329
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	20030501
5-th percentile	20040316
Q1	20070766
median	20121101
Q3	20180604
95-th percentile	20201137
Maximum	20210329
Range	179828
Interquartile range (IQR)	109838

Descriptive statistics

Standard deviation	56662.426
Coefficient of variation (CV)	0.0028154429
Kurtosis	-1.3441908
Mean	20125582
Median Absolute Deviation (MAD)	59027
Skewness	-0.066316577
Sum	2.7974559 × 10⁹
Variance	3.2106306 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20100625	2	< 0.1%
20190202	2	< 0.1%
20110325	2	< 0.1%
20111111	1	< 0.1%
20191007	1	< 0.1%
20180601	1	< 0.1%
20040813	1	< 0.1%
20150921	1	< 0.1%
20080415	1	< 0.1%
20210329	1	< 0.1%
Other values (126)	126	1.3%
(Missing)	9861	98.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20030501	1	< 0.1%
20030903	1	< 0.1%
20031113	1	< 0.1%
20031220	1	< 0.1%
20040108	1	< 0.1%
20040301	1	< 0.1%
20040306	1	< 0.1%
20040317	1	< 0.1%
20040407	1	< 0.1%
20040412	1	< 0.1%

Value	Count	Frequency (%)
20210329	1	< 0.1%
20210204	1	< 0.1%
20210120	1	< 0.1%
20210118	1	< 0.1%
20210105	1	< 0.1%
20201228	1	< 0.1%
20201201	1	< 0.1%
20201130	1	< 0.1%
20201113	1	< 0.1%
20201101	1	< 0.1%

휴업종료일자
Real number (ℝ)

MISSING

Distinct	133
Distinct (%)	96.4%
Missing	9862
Missing (%)	98.6%
Infinite	0
Infinite (%)	0.0%
Mean	20127693

Minimum	20030630
Maximum	20221031
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	20030630
5-th percentile	20040715
Q1	20070790
median	20125669
Q3	20180978
95-th percentile	20202579
Maximum	20221031
Range	190401
Interquartile range (IQR)	110187.75

Descriptive statistics

Standard deviation	56791.404
Coefficient of variation (CV)	0.0028215555
Kurtosis	-1.35249
Mean	20127693
Median Absolute Deviation (MAD)	55053.5
Skewness	-0.07642651
Sum	2.7776216 × 10⁹
Variance	3.2252635 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20110424	2	< 0.1%
20050930	2	< 0.1%
20111231	2	< 0.1%
20190301	2	< 0.1%
20181231	2	< 0.1%
20040911	1	< 0.1%
20151020	1	< 0.1%
20081231	1	< 0.1%
20120410	1	< 0.1%
20141228	1	< 0.1%
Other values (123)	123	1.2%
(Missing)	9862	98.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20030630	1	< 0.1%
20031212	1	< 0.1%
20040201	1	< 0.1%
20040206	1	< 0.1%
20040415	1	< 0.1%
20040501	1	< 0.1%
20040630	1	< 0.1%
20040730	1	< 0.1%
20040831	1	< 0.1%
20040911	1	< 0.1%

Value	Count	Frequency (%)
20221031	1	< 0.1%
20220630	1	< 0.1%
20210626	1	< 0.1%
20210531	1	< 0.1%
20210304	1	< 0.1%
20210219	1	< 0.1%
20210217	1	< 0.1%
20201231	1	< 0.1%
20201230	1	< 0.1%
20201229	1	< 0.1%

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

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

소재지전화
Text

MISSING

Distinct	5868
Distinct (%)	92.1%
Missing	3626
Missing (%)	36.3%
Memory size	156.2 KiB

Length

Max length	14
Median length	11
Mean length	10.394415
Min length	1

Characters and Unicode

Total characters	66254
Distinct characters	17
Distinct categories	6 ?
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	5577 ?
Unique (%)	87.5%

Sample

1st row	051 7425290
2nd row	051 7816479
3rd row	3324177
4th row	051 5259061
5th row	051 3301501

Value	Count	Frequency (%)
051	3808	37.1%
051-513-4850	30	0.3%
	25	0.2%
0000	25	0.2%
5134850	14	0.1%
0000000	13	0.1%
1	12	0.1%
8041943	11	0.1%
05100000000	10	0.1%
000	7	0.1%
Other values (5912)	6298	61.4%

Most occurring characters

Value	Count	Frequency (%)
5	10061	15.2%
0	9855	14.9%
1	9545	14.4%
2	5208	7.9%
3	4617	7.0%
4	4612	7.0%
8	4379	6.6%
6	4301	6.5%
	3907	5.9%
7	3644	5.5%
Other values (7)	6125	9.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	59365	89.6%
Space Separator	3907	5.9%
Dash Punctuation	2954	4.5%
Close Punctuation	22	< 0.1%
Math Symbol	5	< 0.1%
Other Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	10061	16.9%
0	9855	16.6%
1	9545	16.1%
2	5208	8.8%
3	4617	7.8%
4	4612	7.8%
8	4379	7.4%
6	4301	7.2%
7	3644	6.1%
9	3143	5.3%

Math Symbol

Value	Count	Frequency (%)
~	3	60.0%
=	1	20.0%
+	1	20.0%

Space Separator

Value	Count	Frequency (%)
	3907	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2954	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	22	100.0%

Other Punctuation

Value	Count	Frequency (%)
\	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	66254	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	10061	15.2%
0	9855	14.9%
1	9545	14.4%
2	5208	7.9%
3	4617	7.0%
4	4612	7.0%
8	4379	6.6%
6	4301	6.5%
	3907	5.9%
7	3644	5.5%
Other values (7)	6125	9.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	66254	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	10061	15.2%
0	9855	14.9%
1	9545	14.4%
2	5208	7.9%
3	4617	7.0%
4	4612	7.0%
8	4379	6.6%
6	4301	6.5%
	3907	5.9%
7	3644	5.5%
Other values (7)	6125	9.2%

소재지면적
Unsupported

MISSING REJECTED UNSUPPORTED

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

소재지우편번호
Real number (ℝ)

MISSING

Distinct	778
Distinct (%)	30.0%
Missing	7410
Missing (%)	74.1%
Infinite	0
Infinite (%)	0.0%
Mean	605721.58

Minimum	0
Maximum	621722
Zeros	19
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	600805.45
Q1	607061
median	611072
Q3	614112.75
95-th percentile	618801
Maximum	621722
Range	621722
Interquartile range (IQR)	7051.75

Descriptive statistics

Standard deviation	53494.71
Coefficient of variation (CV)	0.088315674
Kurtosis	122.49348
Mean	605721.58
Median Absolute Deviation (MAD)	3739
Skewness	-11.097818
Sum	1.5688189 × 10⁹
Variance	2.861684 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
612020	38	0.4%
612010	31	0.3%
612030	29	0.3%
612050	25	0.2%
612040	23	0.2%
618819	22	0.2%
607060	21	0.2%
618270	20	0.2%
614032	20	0.2%
612060	19	0.2%
Other values (768)	2342	23.4%
(Missing)	7410	74.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	19	0.2%
47750	1	< 0.1%
600010	1	< 0.1%
600011	2	< 0.1%
600012	4	< 0.1%
600014	8	0.1%
600015	3	< 0.1%
600016	3	< 0.1%
600017	3	< 0.1%
600021	3	< 0.1%

Value	Count	Frequency (%)
621722	1	< 0.1%
618899	5	0.1%
618820	10	0.1%
618819	22	0.2%
618818	19	0.2%
618817	12	0.1%
618816	1	< 0.1%
618815	8	0.1%
618814	16	0.2%
618812	1	< 0.1%

소재지전체주소
Text

MISSING

Distinct	8519
Distinct (%)	92.2%
Missing	765
Missing (%)	7.6%
Memory size	156.2 KiB

Length

Max length	64
Median length	55
Mean length	24.978452
Min length	12

Characters and Unicode

Total characters	230676
Distinct characters	539
Distinct categories	11 ?
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	7917 ?
Unique (%)	85.7%

Sample

1st row	부산광역시 해운대구 우동 622-4호 해운대해수욕장
2nd row	부산광역시 해운대구 재송동 1025-8호
3rd row	부산광역시 북구 만덕동 459번지 1 호
4th row	부산광역시 금정구 서동 161번지 27호
5th row	부산광역시 서구 암남동 705호

Value	Count	Frequency (%)
부산광역시	9233	18.6%
호	1529	3.1%
부산진구	1275	2.6%
사하구	1041	2.1%
해운대구	1026	2.1%
1호	934	1.9%
동래구	883	1.8%
금정구	837	1.7%
북구	771	1.6%
남구	715	1.4%
Other values (5930)	31428	63.3%

Most occurring characters

Value	Count	Frequency (%)
	42581	18.5%
1	11668	5.1%
동	11307	4.9%
부	11305	4.9%
산	11163	4.8%
구	9790	4.2%
호	9419	4.1%
시	9364	4.1%
역	9315	4.0%
광	9308	4.0%
Other values (529)	95456	41.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	139305	60.4%
Decimal Number	47018	20.4%
Space Separator	42581	18.5%
Dash Punctuation	1135	0.5%
Uppercase Letter	279	0.1%
Other Punctuation	200	0.1%
Close Punctuation	62	< 0.1%
Open Punctuation	60	< 0.1%
Lowercase Letter	21	< 0.1%
Math Symbol	13	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	11307	8.1%
부	11305	8.1%
산	11163	8.0%
구	9790	7.0%
호	9419	6.8%
시	9364	6.7%
역	9315	6.7%
광	9308	6.7%
지	7997	5.7%
번	7391	5.3%
Other values (474)	42946	30.8%

Uppercase Letter

Value	Count	Frequency (%)
B	53	19.0%
A	51	18.3%
L	18	6.5%
K	18	6.5%
S	18	6.5%
C	17	6.1%
T	16	5.7%
G	15	5.4%
O	10	3.6%
E	10	3.6%
Other values (14)	53	19.0%

Decimal Number

Value	Count	Frequency (%)
1	11668	24.8%
2	6425	13.7%
3	5086	10.8%
4	4290	9.1%
5	3935	8.4%
0	3795	8.1%
6	3282	7.0%
7	2908	6.2%
8	2894	6.2%
9	2735	5.8%

Other Punctuation

Value	Count	Frequency (%)
,	127	63.5%
@	29	14.5%
/	23	11.5%
.	15	7.5%
&	3	1.5%
·	2	1.0%
:	1	0.5%

Lowercase Letter

Value	Count	Frequency (%)
e	7	33.3%
t	4	19.0%
a	4	19.0%
p	3	14.3%
l	1	4.8%
s	1	4.8%
b	1	4.8%

Math Symbol

Value	Count	Frequency (%)
~	12	92.3%
～	1	7.7%

Space Separator

Value	Count	Frequency (%)
	42581	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1135	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	62	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	60	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	139305	60.4%
Common	91071	39.5%
Latin	300	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	11307	8.1%
부	11305	8.1%
산	11163	8.0%
구	9790	7.0%
호	9419	6.8%
시	9364	6.7%
역	9315	6.7%
광	9308	6.7%
지	7997	5.7%
번	7391	5.3%
Other values (474)	42946	30.8%

Latin

Value	Count	Frequency (%)
B	53	17.7%
A	51	17.0%
L	18	6.0%
K	18	6.0%
S	18	6.0%
C	17	5.7%
T	16	5.3%
G	15	5.0%
O	10	3.3%
E	10	3.3%
Other values (21)	74	24.7%

Common

Value	Count	Frequency (%)
	42581	46.8%
1	11668	12.8%
2	6425	7.1%
3	5086	5.6%
4	4290	4.7%
5	3935	4.3%
0	3795	4.2%
6	3282	3.6%
7	2908	3.2%
8	2894	3.2%
Other values (14)	4207	4.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	139303	60.4%
ASCII	91368	39.6%
None	3	< 0.1%
Compat Jamo	2	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	42581	46.6%
1	11668	12.8%
2	6425	7.0%
3	5086	5.6%
4	4290	4.7%
5	3935	4.3%
0	3795	4.2%
6	3282	3.6%
7	2908	3.2%
8	2894	3.2%
Other values (43)	4504	4.9%

Hangul

Value	Count	Frequency (%)
동	11307	8.1%
부	11305	8.1%
산	11163	8.0%
구	9790	7.0%
호	9419	6.8%
시	9364	6.7%
역	9315	6.7%
광	9308	6.7%
지	7997	5.7%
번	7391	5.3%
Other values (472)	42944	30.8%

None

Value	Count	Frequency (%)
·	2	66.7%
～	1	33.3%

Compat Jamo

Value	Count	Frequency (%)
ㅓ	1	50.0%
ㅏ	1	50.0%

도로명전체주소
Text

MISSING

Distinct	7156
Distinct (%)	86.0%
Missing	1682
Missing (%)	16.8%
Memory size	156.2 KiB

Length

Max length	70
Median length	62
Mean length	29.033301
Min length	14

Characters and Unicode

Total characters	241499
Distinct characters	560
Distinct categories	13 ?
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	6247 ?
Unique (%)	75.1%

Sample

1st row	부산광역시 북구 구만덕로 60 (만덕동)
2nd row	부산광역시 금정구 서동로103번길 41 (서동)
3rd row	부산광역시 서구 원양로 295 (암남동)
4th row	부산광역시 북구 덕천1길 6 (덕천동)
5th row	부산광역시 사하구 괴정로 146 (괴정동)

Value	Count	Frequency (%)
부산광역시	8319	18.1%
부산진구	1309	2.9%
사하구	947	2.1%
금정구	944	2.1%
해운대구	838	1.8%
동래구	827	1.8%
1층	767	1.7%
남구	666	1.5%
북구	647	1.4%
강서구	609	1.3%
Other values (6145)	30011	65.4%

Most occurring characters

Value	Count	Frequency (%)
	37606	15.6%
동	11324	4.7%
산	10775	4.5%
부	10621	4.4%
1	9738	4.0%
구	9006	3.7%
시	8785	3.6%
광	8512	3.5%
역	8372	3.5%
)	8353	3.5%
Other values (550)	118407	49.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	145269	60.2%
Space Separator	37606	15.6%
Decimal Number	36786	15.2%
Close Punctuation	8353	3.5%
Open Punctuation	8351	3.5%
Other Punctuation	3654	1.5%
Dash Punctuation	1143	0.5%
Uppercase Letter	281	0.1%
Math Symbol	33	< 0.1%
Lowercase Letter	20	< 0.1%
Other values (3)	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	11324	7.8%
산	10775	7.4%
부	10621	7.3%
구	9006	6.2%
시	8785	6.0%
광	8512	5.9%
역	8372	5.8%
로	8081	5.6%
대	4082	2.8%
길	3797	2.6%
Other values (493)	61914	42.6%

Uppercase Letter

Value	Count	Frequency (%)
B	67	23.8%
A	57	20.3%
C	24	8.5%
K	17	6.0%
S	16	5.7%
T	14	5.0%
E	13	4.6%
P	11	3.9%
L	8	2.8%
D	8	2.8%
Other values (13)	46	16.4%

Decimal Number

Value	Count	Frequency (%)
1	9738	26.5%
2	5248	14.3%
3	3767	10.2%
0	3398	9.2%
4	3029	8.2%
5	2792	7.6%
6	2568	7.0%
7	2261	6.1%
9	2027	5.5%
8	1958	5.3%

Lowercase Letter

Value	Count	Frequency (%)
e	9	45.0%
t	3	15.0%
s	2	10.0%
l	2	10.0%
b	1	5.0%
k	1	5.0%
p	1	5.0%
a	1	5.0%

Other Punctuation

Value	Count	Frequency (%)
,	3615	98.9%
@	17	0.5%
·	8	0.2%
.	7	0.2%
/	4	0.1%
&	3	0.1%

Math Symbol

Value	Count	Frequency (%)
~	30	90.9%
～	2	6.1%
∼	1	3.0%

Space Separator

Value	Count	Frequency (%)
	37606	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	8353	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	8351	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1143	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	1	100.0%

Other Symbol

Value	Count	Frequency (%)
㈜	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	145270	60.2%
Common	95927	39.7%
Latin	302	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	11324	7.8%
산	10775	7.4%
부	10621	7.3%
구	9006	6.2%
시	8785	6.0%
광	8512	5.9%
역	8372	5.8%
로	8081	5.6%
대	4082	2.8%
길	3797	2.6%
Other values (494)	61915	42.6%

Latin

Value	Count	Frequency (%)
B	67	22.2%
A	57	18.9%
C	24	7.9%
K	17	5.6%
S	16	5.3%
T	14	4.6%
E	13	4.3%
P	11	3.6%
e	9	3.0%
L	8	2.6%
Other values (22)	66	21.9%

Common

Value	Count	Frequency (%)
	37606	39.2%
1	9738	10.2%
)	8353	8.7%
(	8351	8.7%
2	5248	5.5%
3	3767	3.9%
,	3615	3.8%
0	3398	3.5%
4	3029	3.2%
5	2792	2.9%
Other values (14)	10030	10.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	145268	60.2%
ASCII	96217	39.8%
None	11	< 0.1%
Math Operators	1	< 0.1%
Number Forms	1	< 0.1%
Compat Jamo	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	37606	39.1%
1	9738	10.1%
)	8353	8.7%
(	8351	8.7%
2	5248	5.5%
3	3767	3.9%
,	3615	3.8%
0	3398	3.5%
4	3029	3.1%
5	2792	2.9%
Other values (42)	10320	10.7%

Hangul

Value	Count	Frequency (%)
동	11324	7.8%
산	10775	7.4%
부	10621	7.3%
구	9006	6.2%
시	8785	6.0%
광	8512	5.9%
역	8372	5.8%
로	8081	5.6%
대	4082	2.8%
길	3797	2.6%
Other values (492)	61913	42.6%

None

Value	Count	Frequency (%)
·	8	72.7%
～	2	18.2%
㈜	1	9.1%

Math Operators

Value	Count	Frequency (%)
∼	1	100.0%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Compat Jamo

Value	Count	Frequency (%)
ㅏ	1	100.0%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	1634
Distinct (%)	46.9%
Missing	6519
Missing (%)	65.2%
Infinite	0
Infinite (%)	0.0%
Mean	280919.38

Minimum	46201
Maximum	618899
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	46201
5-th percentile	46325
Q1	47715
median	49326
Q3	609806
95-th percentile	616804
Maximum	618899
Range	572698
Interquartile range (IQR)	562091

Descriptive statistics

Standard deviation	277244.96
Coefficient of variation (CV)	0.98692002
Kurtosis	-1.878086
Mean	280919.38
Median Absolute Deviation (MAD)	2705
Skewness	0.34988603
Sum	9.7788035 × 10⁸
Variance	7.6864766 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
46726	48	0.5%
612020	14	0.1%
612040	13	0.1%
614803	12	0.1%
46230	11	0.1%
618819	10	0.1%
46753	10	0.1%
46743	10	0.1%
48053	10	0.1%
49431	9	0.1%
Other values (1624)	3334	33.3%
(Missing)	6519	65.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
46201	2	< 0.1%
46202	2	< 0.1%
46203	2	< 0.1%
46204	2	< 0.1%
46206	1	< 0.1%
46207	4	< 0.1%
46212	1	< 0.1%
46214	1	< 0.1%
46215	1	< 0.1%
46217	1	< 0.1%

Value	Count	Frequency (%)
618899	4	< 0.1%
618820	1	< 0.1%
618819	10	0.1%
618818	8	0.1%
618817	4	< 0.1%
618815	2	< 0.1%
618814	8	0.1%
618811	1	< 0.1%
618810	2	< 0.1%
618808	7	0.1%

사업장명
Text

Distinct	7417
Distinct (%)	74.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	27
Median length	25
Mean length	6.0338
Min length	1

Characters and Unicode

Total characters	60338
Distinct characters	829
Distinct categories	11 ?
Distinct scripts	3 ?
Distinct blocks	5 ?

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

Unique

Unique	6556 ?
Unique (%)	65.6%

Sample

1st row	2호탈의장
2nd row	황병천
3rd row	우리상회
4th row	윤선자
5th row	탑마트

Value	Count	Frequency (%)
무	295	2.4%
씨유	245	2.0%
gs25	161	1.3%
	142	1.2%
세븐일레븐	134	1.1%
담배	134	1.1%
없	116	1.0%
음	115	0.9%
이마트24	100	0.8%
주)코리아세븐	72	0.6%
Other values (7588)	10593	87.5%

Most occurring characters

Value	Count	Frequency (%)
점	2447	4.1%
	2112	3.5%
마	2008	3.3%
트	1929	3.2%
퍼	1270	2.1%
슈	1223	2.0%
스	1011	1.7%
대	872	1.4%
산	870	1.4%
2	851	1.4%
Other values (819)	45745	75.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	52925	87.7%
Space Separator	2112	3.5%
Decimal Number	1885	3.1%
Uppercase Letter	1568	2.6%
Close Punctuation	646	1.1%
Open Punctuation	645	1.1%
Lowercase Letter	301	0.5%
Dash Punctuation	178	0.3%
Other Punctuation	71	0.1%
Other Symbol	6	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
점	2447	4.6%
마	2008	3.8%
트	1929	3.6%
퍼	1270	2.4%
슈	1223	2.3%
스	1011	1.9%
대	872	1.6%
산	870	1.6%
상	820	1.5%
리	782	1.5%
Other values (741)	39693	75.0%

Uppercase Letter

Value	Count	Frequency (%)
S	485	30.9%
G	456	29.1%
C	118	7.5%
L	63	4.0%
K	63	4.0%
U	45	2.9%
D	35	2.2%
T	33	2.1%
A	30	1.9%
J	29	1.8%
Other values (16)	211	13.5%

Lowercase Letter

Value	Count	Frequency (%)
e	39	13.0%
a	27	9.0%
o	27	9.0%
r	18	6.0%
i	16	5.3%
c	15	5.0%
n	14	4.7%
l	14	4.7%
t	14	4.7%
s	14	4.7%
Other values (15)	103	34.2%

Other Punctuation

Value	Count	Frequency (%)
.	26	36.6%
&	15	21.1%
,	12	16.9%
/	5	7.0%
'	4	5.6%
＆	3	4.2%
%	2	2.8%
!	1	1.4%
:	1	1.4%
?	1	1.4%

Decimal Number

Value	Count	Frequency (%)
2	851	45.1%
5	632	33.5%
4	193	10.2%
1	80	4.2%
3	37	2.0%
0	32	1.7%
7	23	1.2%
8	14	0.7%
6	12	0.6%
9	11	0.6%

Space Separator

Value	Count	Frequency (%)
	2112	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	646	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	645	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	178	100.0%

Other Symbol

Value	Count	Frequency (%)
㈜	6	100.0%

Final Punctuation

Value	Count	Frequency (%)
’	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	52931	87.7%
Common	5538	9.2%
Latin	1869	3.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
점	2447	4.6%
마	2008	3.8%
트	1929	3.6%
퍼	1270	2.4%
슈	1223	2.3%
스	1011	1.9%
대	872	1.6%
산	870	1.6%
상	820	1.5%
리	782	1.5%
Other values (742)	39699	75.0%

Latin

Value	Count	Frequency (%)
S	485	25.9%
G	456	24.4%
C	118	6.3%
L	63	3.4%
K	63	3.4%
U	45	2.4%
e	39	2.1%
D	35	1.9%
T	33	1.8%
A	30	1.6%
Other values (41)	502	26.9%

Common

Value	Count	Frequency (%)
	2112	38.1%
2	851	15.4%
)	646	11.7%
(	645	11.6%
5	632	11.4%
4	193	3.5%
-	178	3.2%
1	80	1.4%
3	37	0.7%
0	32	0.6%
Other values (16)	132	2.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	52924	87.7%
ASCII	7402	12.3%
None	10	< 0.1%
Punctuation	1	< 0.1%
Compat Jamo	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
점	2447	4.6%
마	2008	3.8%
트	1929	3.6%
퍼	1270	2.4%
슈	1223	2.3%
스	1011	1.9%
대	872	1.6%
산	870	1.6%
상	820	1.5%
리	782	1.5%
Other values (740)	39692	75.0%

ASCII

Value	Count	Frequency (%)
	2112	28.5%
2	851	11.5%
)	646	8.7%
(	645	8.7%
5	632	8.5%
S	485	6.6%
G	456	6.2%
4	193	2.6%
-	178	2.4%
C	118	1.6%
Other values (64)	1086	14.7%

None

Value	Count	Frequency (%)
㈜	6	60.0%
＆	3	30.0%
·	1	10.0%

Punctuation

Value	Count	Frequency (%)
’	1	100.0%

Compat Jamo

Value	Count	Frequency (%)
ㅁ	1	100.0%

최종수정시점
Real number (ℝ)

Distinct	7504
Distinct (%)	75.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.012754 × 10¹³

Minimum	2.0070711 × 10¹³
Maximum	2.0210331 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	2.0070711 × 10¹³
5-th percentile	2.0080222 × 10¹³
Q1	2.0080222 × 10¹³
median	2.0121007 × 10¹³
Q3	2.0170113 × 10¹³
95-th percentile	2.0200603 × 10¹³
Maximum	2.0210331 × 10¹³
Range	1.3962002 × 10¹¹
Interquartile range (IQR)	8.9891119 × 10¹⁰

Descriptive statistics

Standard deviation	4.351288 × 10¹⁰
Coefficient of variation (CV)	0.0021618578
Kurtosis	-1.331655
Mean	2.012754 × 10¹³
Median Absolute Deviation (MAD)	4.0784628 × 10¹⁰
Skewness	0.30850382
Sum	2.012754 × 10¹⁷
Variance	1.8933708 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20080222000000	2497	25.0%
20130416173303	1	< 0.1%
20170926145725	1	< 0.1%
20160302145029	1	< 0.1%
20110307171230	1	< 0.1%
20140321161954	1	< 0.1%
20181121105454	1	< 0.1%
20110503145221	1	< 0.1%
20070903143858	1	< 0.1%
20180628131554	1	< 0.1%
Other values (7494)	7494	74.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20070711155426	1	< 0.1%
20070716151237	1	< 0.1%
20070719103636	1	< 0.1%
20070719103744	1	< 0.1%
20070719111354	1	< 0.1%
20070719123450	1	< 0.1%
20070720093912	1	< 0.1%
20070720143608	1	< 0.1%
20070720170814	1	< 0.1%
20070723091308	1	< 0.1%

Value	Count	Frequency (%)
20210331175811	1	< 0.1%
20210331152227	1	< 0.1%
20210331140541	1	< 0.1%
20210331111855	1	< 0.1%
20210329163939	1	< 0.1%
20210326151740	1	< 0.1%
20210326091811	1	< 0.1%
20210326091603	1	< 0.1%
20210326091428	1	< 0.1%
20210326091301	1	< 0.1%

데이터갱신구분
Categorical

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

I	8892
U	1108

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	8892	88.9%
U	1108	11.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	8892	88.9%
u	1108	11.1%

데이터갱신일자
Date

Distinct	783
Distinct (%)	7.8%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

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

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	6483
Distinct (%)	74.0%
Missing	1243
Missing (%)	12.4%
Infinite	0
Infinite (%)	0.0%
Mean	386523.22

Minimum	201837.02
Maximum	400931.25
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	201837.02
5-th percentile	374852.74
Q1	383412.19
median	387516.81
Q3	390213.82
95-th percentile	395888.95
Maximum	400931.25
Range	199094.23
Interquartile range (IQR)	6801.6283

Descriptive statistics

Standard deviation	6367.9888
Coefficient of variation (CV)	0.016475048
Kurtosis	81.419548
Mean	386523.22
Median Absolute Deviation (MAD)	3225.0217
Skewness	-3.4732155
Sum	3.3847839 × 10⁹
Variance	40551281
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
391519.106057	13	0.1%
387618.822819234	11	0.1%
377192.966387666	9	0.1%
385742.944605	9	0.1%
393233.931123062	8	0.1%
388011.197829908	8	0.1%
389811.392307835	8	0.1%
390593.563077685	8	0.1%
392474.578116018	7	0.1%
384652.815482369	7	0.1%
Other values (6473)	8669	86.7%
(Missing)	1243	12.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
201837.019345905	1	< 0.1%
364653.879267701	1	< 0.1%
365094.004922601	1	< 0.1%
365230.606630074	1	< 0.1%
365292.225416155	1	< 0.1%
365331.554111646	1	< 0.1%
365333.195649937	1	< 0.1%
365399.645488953	1	< 0.1%
365435.915352944	1	< 0.1%
365482.504608045	1	< 0.1%

Value	Count	Frequency (%)
400931.247146282	1	< 0.1%
400888.790697102	1	< 0.1%
400858.374308886	1	< 0.1%
400856.332555923	1	< 0.1%
400848.0	1	< 0.1%
400819.975248202	1	< 0.1%
400816.817427942	2	< 0.1%
400773.604096461	1	< 0.1%
400756.677178909	1	< 0.1%
400750.24453265	1	< 0.1%

좌표정보(y)
Real number (ℝ)

MISSING

Distinct	6485
Distinct (%)	74.1%
Missing	1243
Missing (%)	12.4%
Infinite	0
Infinite (%)	0.0%
Mean	186528.35

Minimum	168928.89
Maximum	459085.36
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	168928.89
5-th percentile	177619.05
Q1	180935.89
median	186698.3
Q3	191317.3
95-th percentile	195760.08
Maximum	459085.36
Range	290156.47
Interquartile range (IQR)	10381.413

Descriptive statistics

Standard deviation	6643.2933
Coefficient of variation (CV)	0.035615461
Kurtosis	322.19548
Mean	186528.35
Median Absolute Deviation (MAD)	5028.2021
Skewness	7.9028928
Sum	1.6334288 × 10⁹
Variance	44133346
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
201135.192463	13	0.1%
186273.478853367	11	0.1%
187698.349116734	9	0.1%
185116.059237	9	0.1%
180523.822532435	8	0.1%
192684.487637586	8	0.1%
177284.095401433	8	0.1%
185310.70532509	8	0.1%
187618.998555169	7	0.1%
187602.933160728	7	0.1%
Other values (6475)	8669	86.7%
(Missing)	1243	12.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
168928.88583244	1	< 0.1%
169633.093109266	1	< 0.1%
169703.393912171	1	< 0.1%
169729.496360367	1	< 0.1%
169876.60719368	1	< 0.1%
171651.683726624	1	< 0.1%
171677.306052053	1	< 0.1%
171948.186240424	1	< 0.1%
172278.577554114	1	< 0.1%
173723.944438485	1	< 0.1%

Value	Count	Frequency (%)
459085.356211842	1	< 0.1%
201886.659400079	1	< 0.1%
201864.518643367	1	< 0.1%
201845.768023645	1	< 0.1%
201767.462806162	1	< 0.1%
201621.330682031	1	< 0.1%
201612.645695319	1	< 0.1%
201610.964604082	1	< 0.1%
201398.89491	4	< 0.1%
201296.201480862	1	< 0.1%

지정일자
Text

MISSING

Distinct	4193
Distinct (%)	55.9%
Missing	2500
Missing (%)	25.0%
Memory size	156.2 KiB

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	60000
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	2317 ?
Unique (%)	30.9%

Sample

1st row	19931210
2nd row	20110325
3rd row	20120601
4th row	20070921
5th row	19981030

Value	Count	Frequency (%)
20010102	109	1.5%
19981231	33	0.4%
19981208	19	0.3%
19981019	16	0.2%
19981125	15	0.2%
19981026	12	0.2%
19890406	11	0.1%
19981028	10	0.1%
19981029	10	0.1%
20091118	9	0.1%
Other values (4185)	7258	96.7%

Most occurring characters

Value	Count	Frequency (%)
0	19274	32.1%
1	11943	19.9%
2	11884	19.8%
9	3863	6.4%
8	2538	4.2%
3	2297	3.8%
7	2197	3.7%
6	2052	3.4%
5	1983	3.3%
4	1967	3.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	59998	> 99.9%
Space Separator	2	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	19274	32.1%
1	11943	19.9%
2	11884	19.8%
9	3863	6.4%
8	2538	4.2%
3	2297	3.8%
7	2197	3.7%
6	2052	3.4%
5	1983	3.3%
4	1967	3.3%

Space Separator

Value	Count	Frequency (%)
	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	60000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	19274	32.1%
1	11943	19.9%
2	11884	19.8%
9	3863	6.4%
8	2538	4.2%
3	2297	3.8%
7	2197	3.7%
6	2052	3.4%
5	1983	3.3%
4	1967	3.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	60000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	19274	32.1%
1	11943	19.9%
2	11884	19.8%
9	3863	6.4%
8	2538	4.2%
3	2297	3.8%
7	2197	3.7%
6	2052	3.4%
5	1983	3.3%
4	1967	3.3%

민원종류명
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

2009년11월법개정전자료	3588
제7조의3제2항에따른경우	3459
<NA>	2497
제7조의3제3항에따른경우	456

Length

Max length	14
Median length	13
Mean length	11.1115
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	<NA>
2nd row	2009년11월법개정전자료
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
2009년11월법개정전자료	3588	35.9%
제7조의3제2항에따른경우	3459	34.6%
<NA>	2497	25.0%
제7조의3제3항에따른경우	456	4.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2009년11월법개정전자료	3588	35.9%
제7조의3제2항에따른경우	3459	34.6%
na	2497	25.0%
제7조의3제3항에따른경우	456	4.6%

Unnamed: 30
Unsupported

MISSING REJECTED UNSUPPORTED

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

First rows
Last rows

	번호	개방서비스명	개방서비스id	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태구분코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	소재지전화	소재지면적	소재지우편번호	소재지전체주소	도로명전체주소	도로명우편번호	사업장명	최종수정시점	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(x)	좌표정보(y)	지정일자	민원종류명	Unnamed: 30
18255	18256	담배소매업	11_43_02_P	3330000	2006333008205600004	20060703	<NA>	3	폐업	2	폐업처리	20060901	<NA>	<NA>	<NA>	051 7425290	<NA>	<NA>	부산광역시 해운대구 우동 622-4호 해운대해수욕장	<NA>	<NA>	2호탈의장	20080222000000	I	2018-08-31 23:59:59.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
19543	19544	담배소매업	11_43_02_P	3330000	2002333001505601040	19931210	20140220	4	취소/말소/만료/정지/중지	3	직권취소	<NA>	<NA>	<NA>	<NA>	051 7816479	<NA>	<NA>	부산광역시 해운대구 재송동 1025-8호	<NA>	<NA>	황병천	20140220102444	I	2018-08-31 23:59:59.0	<NA>	<NA>	<NA>	19931210	2009년11월법개정전자료	<NA>
14290	14291	담배소매업	11_43_02_P	3320000	2007332007205600014	20070216	<NA>	1	영업/정상	0	정상영업	<NA>	<NA>	<NA>	<NA>	3324177	<NA>	<NA>	부산광역시 북구 만덕동 459번지 1 호	부산광역시 북구 구만덕로 60 (만덕동)	<NA>	우리상회	20080222000000	I	2018-08-31 23:59:59.0	<NA>	386015.205447	192554.910029	<NA>	<NA>	<NA>
24538	24539	담배소매업	11_43_02_P	3350000	1999335001505601015	19990520	<NA>	3	폐업	2	폐업처리	20050117	<NA>	<NA>	<NA>	051 5259061	<NA>	<NA>	부산광역시 금정구 서동 161번지 27호	부산광역시 금정구 서동로103번길 41 (서동)	<NA>	윤선자	20080222000000	I	2018-08-31 23:59:59.0	<NA>	391085.414414	193007.101637	<NA>	<NA>	<NA>
1776	1777	담배소매업	11_43_02_P	3260000	2001326004905618100	20010328	<NA>	3	폐업	2	폐업처리	20050225	<NA>	<NA>	<NA>	051 3301501	<NA>	<NA>	부산광역시 서구 암남동 705호	부산광역시 서구 원양로 295 (암남동)	<NA>	탑마트	20080222000000	I	2018-08-31 23:59:59.0	<NA>	382821.270534	177260.504834	<NA>	<NA>	<NA>
14923	14924	담배소매업	11_43_02_P	3320000	2011332008805600017	20110325	<NA>	3	폐업	2	폐업처리	20110627	<NA>	<NA>	<NA>	051-338-7325	<NA>	616100	부산광역시 북구 덕천동 403번지 1호	부산광역시 북구 덕천1길 6 (덕천동)	<NA>	하이센스	20110627174047	I	2018-08-31 23:59:59.0	<NA>	382589.13457	191873.057968	20110325	제7조의3제2항에따른경우	<NA>
21256	21257	담배소매업	11_43_02_P	3340000	2012334008005600030	20120601	<NA>	3	폐업	2	폐업처리	20121026	<NA>	<NA>	<NA>	<NA>	<NA>	604816	부산광역시 사하구 괴정4동 1227번지 1호	부산광역시 사하구 괴정로 146 (괴정동)	604816	포시즌	20121026170745	I	2018-08-31 23:59:59.0	<NA>	380281.682018	179577.011802	20120601	제7조의3제2항에따른경우	<NA>
18080	18081	담배소매업	11_43_02_P	3330000	2007333008205600124	20070921	<NA>	3	폐업	2	폐업처리	20121122	<NA>	<NA>	<NA>	<NA>	<NA>	612040	부산광역시 해운대구 송정동 441번지 21호	부산광역시 해운대구 송정광어골로 62 (송정동)	<NA>	GS25송정점	20121122155300	I	2018-08-31 23:59:59.0	<NA>	399966.008315	188530.813889	20070921	2009년11월법개정전자료	<NA>
24572	24573	담배소매업	11_43_02_P	3350000	1998335001505614082	19981030	<NA>	3	폐업	2	폐업처리	20090408	<NA>	<NA>	<NA>	051 5153603	<NA>	<NA>	부산광역시 금정구 구서동 161번지 18호	부산광역시 금정구 두실로15번길 19 (구서동)	<NA>	이진관	20090407205947	I	2018-08-31 23:59:59.0	<NA>	390106.054555	197600.675923	19981030	2009년11월법개정전자료	<NA>
9661	9662	담배소매업	11_43_02_P	3300000	2002330001605600292	19981029	<NA>	3	폐업	2	폐업처리	20180731	<NA>	<NA>	<NA>	558-2139	<NA>	<NA>	부산광역시 동래구 온천동 1428번지 3 호	부산광역시 동래구 우장춘로4번길 20 (온천동)	<NA>	일광전기철물	20180731102429	I	2018-08-31 23:59:59.0	<NA>	388566.679681	191812.188747	19981029	제7조의3제2항에따른경우	<NA>

	번호	개방서비스명	개방서비스id	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태구분코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	소재지전화	소재지면적	소재지우편번호	소재지전체주소	도로명전체주소	도로명우편번호	사업장명	최종수정시점	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(x)	좌표정보(y)	지정일자	민원종류명	Unnamed: 30
7815	7816	담배소매업	11_43_02_P	3290000	2012329010705600017	20121123	<NA>	3	폐업	2	폐업처리	20171120	<NA>	<NA>	<NA>	<NA>	<NA>	614041	부산광역시 부산진구 전포1동 687번지 1호	부산광역시 부산진구 전포대로 209-7 (전포동)	614041	세븐일레븐부산서면전포점	20171120170100	I	2018-08-31 23:59:59.0	<NA>	388069.983569	185963.818586	20121123	제7조의3제2항에따른경우	<NA>
21483	21484	담배소매업	11_43_02_P	3340000	2002334001705601306	20020321	<NA>	3	폐업	2	폐업처리	20180515	<NA>	<NA>	<NA>	051 2012587	<NA>	<NA>	부산광역시 사하구 신평동 82번지 125호	부산광역시 사하구 다대로142번길 32 (신평동)	49441	롯데슈퍼	20180515145524	I	2018-08-31 23:59:59.0	<NA>	380195.61998	178624.520402	20020321	2009년11월법개정전자료	<NA>
3476	3477	담배소매업	11_43_02_P	3270000	2002327001405600044	19811123	<NA>	3	폐업	2	폐업처리	20031231	<NA>	<NA>	<NA>	051 4690988	<NA>	<NA>	부산광역시 동구 초량동 1064-62호	<NA>	<NA>	정우슈퍼	20080222000000	I	2018-08-31 23:59:59.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4228	4229	담배소매업	11_43_02_P	3280000	2014328009205600003	20140307	<NA>	3	폐업	2	폐업처리	20140825	<NA>	<NA>	<NA>	<NA>	<NA>	606810	부산광역시 영도구 봉래동4가 117번지 1호	부산광역시 영도구 태종로 162-1 (봉래동4가)	606810	노란 떡볶이	20140825151736	I	2018-08-31 23:59:59.0	<NA>	386537.653038	179075.774503	20140307	제7조의3제2항에따른경우	<NA>
20943	20944	담배소매업	11_43_02_P	3340000	2010334006605600015	20100325	<NA>	3	폐업	2	폐업처리	20170515	<NA>	<NA>	<NA>	204-6895	<NA>	<NA>	부산광역시 사하구 괴정동 1078번지 1호 성림맨션 상가1층	부산광역시 사하구 마하로 36 (괴정동, 성림맨션)	49344	킹마트	20170515154626	I	2018-08-31 23:59:59.0	<NA>	380749.4289	179980.931014	20100325	제7조의3제3항에따른경우	<NA>
8920	8921	담배소매업	11_43_02_P	3290000	2003329001305600289	20030430	20121024	4	취소/말소/만료/정지/중지	5	지정취소	<NA>	<NA>	<NA>	<NA>	051 8041943	<NA>	<NA>	부산광역시 부산진구 부전동 194번지 4 호	부산광역시 부산진구 중앙대로692번길 4 (부전동)	<NA>	태화상회	20121024135624	I	2018-08-31 23:59:59.0	<NA>	387592.498592	185853.631454	20030430	2009년11월법개정전자료	<NA>
23567	23568	담배소매업	11_43_02_P	3350000	2010335008505600014	20100902	<NA>	3	폐업	2	폐업처리	20130213	<NA>	<NA>	<NA>	051-513-6626	<NA>	609815	부산광역시 금정구 남산동 974번지 28호 지하1층	부산광역시 금정구 금강로709번길 35 (남산동,지하1층)	<NA>	탑세일마트	20130214144229	I	2018-08-31 23:59:59.0	<NA>	389837.427145	198812.970129	20100902	제7조의3제2항에따른경우	<NA>
12466	12467	담배소매업	11_43_02_P	3310000	2010331008205600051	20100707	<NA>	3	폐업	2	폐업처리	20180305	<NA>	<NA>	<NA>	051-621-0761	<NA>	608810	부산광역시 남구 대연3동 563번지 2호 새대연상가 104~127호(106호 제외)	부산광역시 남구 용소로64번길 21 (대연동,새대연상가 104~127호(106호 제외))	<NA>	한국원마트	20180305155553	I	2018-08-31 23:59:59.0	<NA>	391347.143406	183396.729425	20100707	제7조의3제2항에따른경우	<NA>
7987	7988	담배소매업	11_43_02_P	3290000	2001329001305600149	20010929	<NA>	3	폐업	2	폐업처리	20050607	<NA>	<NA>	<NA>	051 8645698	<NA>	<NA>	부산광역시 부산진구 양정동 366번지 20호	부산광역시 부산진구 양지로 24-17 (양정동)	<NA>	부원상회	20080222000000	I	2018-08-31 23:59:59.0	<NA>	388478.799857	187392.753314	<NA>	<NA>	<NA>
17111	17112	담배소매업	11_43_02_P	3330000	2020333015105600028	20200605	<NA>	1	영업/정상	0	정상영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	부산광역시 해운대구 재송동 1146번지 47호	부산광역시 해운대구 재반로152번길 8-7 (재송동)	48053	지에스25 해운스카이점	20200605102519	I	2020-06-07 00:23:18.0	<NA>	393795.649187	190079.369924	20200605	제7조의3제2항에따른경우	<NA>

Overview

Variables

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Lowercase Letter

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Space Separator

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

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

Math Symbol

Space Separator

Dash Punctuation

Close Punctuation

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Decimal Number

Other Punctuation

Lowercase Letter

Math Symbol

Space Separator

Dash Punctuation

Close Punctuation

Open Punctuation

Modifier Symbol

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

None