gimi9 Pandas Profiling

Dataset statistics

Number of variables	48
Number of observations	10000
Missing cells	128014
Missing cells (%)	26.7%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	4.0 MiB
Average record size in memory	422.0 B

Variable types

Numeric	11
Categorical	18
Text	6
Unsupported	11
DateTime	1
Boolean	1

Dataset

Description	2021-02-01
Author	지방행정인허가공개데이터
URL	https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901050101123122

Alerts

`개방서비스명` has constant value ""	Constant
`개방서비스id` has constant value ""	Constant
`영업상태구분코드` has constant value ""	Constant
`영업상태명` has constant value ""	Constant
`상세영업상태코드` has constant value ""	Constant
`상세영업상태명` has constant value ""	Constant
`영업장주변구분명` is highly imbalanced (55.3%)	Imbalance
`등급구분명` is highly imbalanced (58.2%)	Imbalance
`급수시설구분명` is highly imbalanced (60.6%)	Imbalance
`본사종업원수` is highly imbalanced (99.9%)	Imbalance
`공장사무직종업원수` is highly imbalanced (99.9%)	Imbalance
`공장판매직종업원수` is highly imbalanced (99.9%)	Imbalance
`공장생산직종업원수` is highly imbalanced (99.9%)	Imbalance
`보증액` is highly imbalanced (99.9%)	Imbalance
`월세액` is highly imbalanced (99.9%)	Imbalance
`다중이용업소여부` is highly imbalanced (57.3%)	Imbalance
`인허가취소일자` has 10000 (100.0%) missing values	Missing
`폐업일자` has 10000 (100.0%) missing values	Missing
`휴업시작일자` has 10000 (100.0%) missing values	Missing
`휴업종료일자` has 10000 (100.0%) missing values	Missing
`재개업일자` has 10000 (100.0%) missing values	Missing
`소재지전화` has 3568 (35.7%) missing values	Missing
`소재지면적` has 153 (1.5%) missing values	Missing
`소재지우편번호` has 243 (2.4%) missing values	Missing
`도로명우편번호` has 127 (1.3%) missing values	Missing
`남성종사자수` has 6876 (68.8%) missing values	Missing
`여성종사자수` has 6878 (68.8%) missing values	Missing
`총종업원수` has 10000 (100.0%) missing values	Missing
`건물소유구분명` has 10000 (100.0%) missing values	Missing
`전통업소지정번호` has 10000 (100.0%) missing values	Missing
`전통업소주된음식` has 10000 (100.0%) missing values	Missing
`홈페이지` has 10000 (100.0%) missing values	Missing
`Unnamed: 47` has 10000 (100.0%) missing values	Missing
`번호` has unique values	Unique
`관리번호` has unique values	Unique
`인허가취소일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`폐업일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`휴업시작일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`휴업종료일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`재개업일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`총종업원수` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`건물소유구분명` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`전통업소지정번호` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`전통업소주된음식` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`홈페이지` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`Unnamed: 47` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`남성종사자수` has 2962 (29.6%) zeros	Zeros
`여성종사자수` has 2898 (29.0%) zeros	Zeros
`시설총규모` has 235 (2.4%) zeros	Zeros

Reproduction

Analysis started	2024-04-20 12:26:20.297043
Analysis finished	2024-04-20 12:26:24.465501
Duration	4.17 seconds
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	12063.998

Minimum	1
Maximum	24143
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1184.75
Q1	6009.5
median	12029
Q3	18123.25
95-th percentile	22961.1
Maximum	24143
Range	24142
Interquartile range (IQR)	12113.75

Descriptive statistics

Standard deviation	6996.3138
Coefficient of variation (CV)	0.57993328
Kurtosis	-1.2062467
Mean	12063.998
Median Absolute Deviation (MAD)	6069.5
Skewness	0.0056031842
Sum	1.2063998 × 10⁸
Variance	48948407
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14138	1	< 0.1%
1173	1	< 0.1%
5720	1	< 0.1%
1937	1	< 0.1%
23479	1	< 0.1%
15043	1	< 0.1%
16910	1	< 0.1%
7295	1	< 0.1%
10677	1	< 0.1%
5119	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%
10	1	< 0.1%
12	1	< 0.1%
13	1	< 0.1%
15	1	< 0.1%
16	1	< 0.1%
17	1	< 0.1%
20	1	< 0.1%

Value	Count	Frequency (%)
24143	1	< 0.1%
24141	1	< 0.1%
24139	1	< 0.1%
24137	1	< 0.1%
24135	1	< 0.1%
24134	1	< 0.1%
24133	1	< 0.1%
24129	1	< 0.1%
24128	1	< 0.1%
24126	1	< 0.1%

개방서비스명
Categorical

CONSTANT

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

일반음식점	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
일반음식점	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반음식점	10000	100.0%

개방서비스id
Categorical

CONSTANT

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

07_24_04_P	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	07_24_04_P
2nd row	07_24_04_P
3rd row	07_24_04_P
4th row	07_24_04_P
5th row	07_24_04_P

Common Values

Value	Count	Frequency (%)
07_24_04_P	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
07_24_04_p	10000	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	16
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3333205

Minimum	3250000
Maximum	3400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	3250000
5-th percentile	3270000
Q1	3300000
median	3330000
Q3	3360000
95-th percentile	3400000
Maximum	3400000
Range	150000
Interquartile range (IQR)	60000

Descriptive statistics

Standard deviation	38069.974
Coefficient of variation (CV)	0.011421432
Kurtosis	-0.60553169
Mean	3333205
Median Absolute Deviation (MAD)	30000
Skewness	-0.015356805
Sum	3.333205 × 10¹⁰
Variance	1.4493229 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3330000	1580	15.8%
3290000	1124	11.2%
3340000	1000	10.0%
3350000	976	9.8%
3310000	803	8.0%
3400000	750	7.5%
3300000	711	7.1%
3370000	628	6.3%
3380000	518	5.2%
3320000	505	5.1%
Other values (6)	1405	14.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	323	3.2%
3260000	30	0.3%
3270000	318	3.2%
3280000	31	0.3%
3290000	1124	11.2%
3300000	711	7.1%
3310000	803	8.0%
3320000	505	5.1%
3330000	1580	15.8%
3340000	1000	10.0%

Value	Count	Frequency (%)
3400000	750	7.5%
3390000	463	4.6%
3380000	518	5.2%
3370000	628	6.3%
3360000	240	2.4%
3350000	976	9.8%
3340000	1000	10.0%
3330000	1580	15.8%
3320000	505	5.1%
3310000	803	8.0%

관리번호
Text

UNIQUE

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

Length

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

Characters and Unicode

Total characters	220000
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	10000 ?
Unique (%)	100.0%

Sample

1st row	3310000-101-2002-03494
2nd row	3400000-101-2017-00028
3rd row	3370000-101-2002-03899
4th row	3360000-101-2017-00127
5th row	3300000-101-2014-00127

Value	Count	Frequency (%)
3310000-101-2002-03494	1	< 0.1%
3340000-101-2000-04328	1	< 0.1%
3330000-101-2006-00200	1	< 0.1%
3350000-101-1990-02544	1	< 0.1%
3340000-101-2015-00151	1	< 0.1%
3340000-101-2011-00106	1	< 0.1%
3390000-101-2016-00011	1	< 0.1%
3340000-101-2003-00007	1	< 0.1%
3300000-101-2015-00096	1	< 0.1%
3400000-101-2014-00186	1	< 0.1%
Other values (9990)	9990	99.9%

Most occurring characters

Value	Count	Frequency (%)
0	87474	39.8%
1	34606	15.7%
-	30000	13.6%
3	22922	10.4%
2	15261	6.9%
9	8068	3.7%
4	5432	2.5%
5	4527	2.1%
7	4298	2.0%
8	3999	1.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	190000	86.4%
Dash Punctuation	30000	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	87474	46.0%
1	34606	18.2%
3	22922	12.1%
2	15261	8.0%
9	8068	4.2%
4	5432	2.9%
5	4527	2.4%
7	4298	2.3%
8	3999	2.1%
6	3413	1.8%

Dash Punctuation

Value	Count	Frequency (%)
-	30000	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	220000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	87474	39.8%
1	34606	15.7%
-	30000	13.6%
3	22922	10.4%
2	15261	6.9%
9	8068	3.7%
4	5432	2.5%
5	4527	2.1%
7	4298	2.0%
8	3999	1.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	220000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	87474	39.8%
1	34606	15.7%
-	30000	13.6%
3	22922	10.4%
2	15261	6.9%
9	8068	3.7%
4	5432	2.5%
5	4527	2.1%
7	4298	2.0%
8	3999	1.8%

인허가일자
Real number (ℝ)

Distinct	4874
Distinct (%)	48.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20092273

Minimum	19680212
Maximum	20200803
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	19680212
5-th percentile	19910924
Q1	20031012
median	20120308
Q3	20170310
95-th percentile	20190813
Maximum	20200803
Range	520591
Interquartile range (IQR)	139298.5

Descriptive statistics

Standard deviation	91261.268
Coefficient of variation (CV)	0.0045421076
Kurtosis	0.7910373
Mean	20092273
Median Absolute Deviation (MAD)	59796
Skewness	-1.0728971
Sum	2.0092273 × 10¹¹
Variance	8.328619 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20190312	13	0.1%
20191113	12	0.1%
20190305	12	0.1%
20180426	12	0.1%
20190418	11	0.1%
20190315	11	0.1%
20190813	11	0.1%
20190605	11	0.1%
20191015	10	0.1%
20190325	10	0.1%
Other values (4864)	9887	98.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19680212	1	< 0.1%
19690814	3	< 0.1%
19700627	1	< 0.1%
19700925	1	< 0.1%
19701023	1	< 0.1%
19710210	1	< 0.1%
19710401	1	< 0.1%
19710719	1	< 0.1%
19720414	1	< 0.1%
19720624	1	< 0.1%

Value	Count	Frequency (%)
20200803	6	0.1%
20200107	3	< 0.1%
20200106	4	< 0.1%
20191231	7	0.1%
20191230	1	< 0.1%
20191227	1	< 0.1%
20191224	8	0.1%
20191220	6	0.1%
20191219	7	0.1%
20191218	7	0.1%

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

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

영업상태구분코드
Categorical

CONSTANT

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

1	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	10000	100.0%

영업상태명
Categorical

CONSTANT

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

영업/정상	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	영업/정상
2nd row	영업/정상
3rd row	영업/정상
4th row	영업/정상
5th row	영업/정상

Common Values

Value	Count	Frequency (%)
영업/정상	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업/정상	10000	100.0%

상세영업상태코드
Categorical

CONSTANT

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

1	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	10000	100.0%

상세영업상태명
Categorical

CONSTANT

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

영업	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
영업	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업	10000	100.0%

폐업일자
Unsupported

MISSING REJECTED UNSUPPORTED

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

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

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

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

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

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

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

소재지전화
Text

MISSING

Distinct	6234
Distinct (%)	96.9%
Missing	3568
Missing (%)	35.7%
Memory size	156.2 KiB

Length

Max length	12
Median length	12
Mean length	11.291511
Min length	1

Characters and Unicode

Total characters	72627
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	6203 ?
Unique (%)	96.4%

Sample

1st row	051 623 9965
2nd row	051 722 7257
3rd row	051 5035787
4th row	051 7461471
5th row	051 333 6655

Value	Count	Frequency (%)
051	6056	38.1%
727	122	0.8%
728	91	0.6%
070	81	0.5%
724	64	0.4%
722	60	0.4%
723	53	0.3%
868	46	0.3%
721	43	0.3%
747	41	0.3%
Other values (5677)	9229	58.1%

Most occurring characters

Value	Count	Frequency (%)
5	11143	15.3%
0	10680	14.7%
1	10176	14.0%
	9493	13.1%
2	5964	8.2%
7	5045	6.9%
8	4556	6.3%
3	4415	6.1%
6	4127	5.7%
9	3519	4.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	63134	86.9%
Space Separator	9493	13.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	11143	17.6%
0	10680	16.9%
1	10176	16.1%
2	5964	9.4%
7	5045	8.0%
8	4556	7.2%
3	4415	7.0%
6	4127	6.5%
9	3519	5.6%
4	3509	5.6%

Space Separator

Value	Count	Frequency (%)
	9493	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	72627	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	11143	15.3%
0	10680	14.7%
1	10176	14.0%
	9493	13.1%
2	5964	8.2%
7	5045	6.9%
8	4556	6.3%
3	4415	6.1%
6	4127	5.7%
9	3519	4.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	72627	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	11143	15.3%
0	10680	14.7%
1	10176	14.0%
	9493	13.1%
2	5964	8.2%
7	5045	6.9%
8	4556	6.3%
3	4415	6.1%
6	4127	5.7%
9	3519	4.8%

소재지면적
Text

MISSING

Distinct	6279
Distinct (%)	63.8%
Missing	153
Missing (%)	1.5%
Memory size	156.2 KiB

Length

Max length	8
Median length	5
Mean length	5.2319488
Min length	3

Characters and Unicode

Total characters	51519
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

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

Unique

Unique	4546 ?
Unique (%)	46.2%

Sample

1st row	17.50
2nd row	63.27
3rd row	69.95
4th row	139.92
5th row	64.00

Value	Count	Frequency (%)
33.00	42	0.4%
30.00	31	0.3%
66.00	29	0.3%
00	26	0.3%
24.00	25	0.3%
36.00	23	0.2%
42.00	21	0.2%
40.00	21	0.2%
49.50	21	0.2%
20.00	20	0.2%
Other values (6269)	9588	97.4%

Most occurring characters

Value	Count	Frequency (%)
.	9847	19.1%
0	6471	12.6%
1	5063	9.8%
2	4585	8.9%
4	4152	8.1%
3	3944	7.7%
5	3925	7.6%
6	3791	7.4%
8	3583	7.0%
7	3143	6.1%
Other values (2)	3015	5.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	41657	80.9%
Other Punctuation	9862	19.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	6471	15.5%
1	5063	12.2%
2	4585	11.0%
4	4152	10.0%
3	3944	9.5%
5	3925	9.4%
6	3791	9.1%
8	3583	8.6%
7	3143	7.5%
9	3000	7.2%

Other Punctuation

Value	Count	Frequency (%)
.	9847	99.8%
,	15	0.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	51519	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	9847	19.1%
0	6471	12.6%
1	5063	9.8%
2	4585	8.9%
4	4152	8.1%
3	3944	7.7%
5	3925	7.6%
6	3791	7.4%
8	3583	7.0%
7	3143	6.1%
Other values (2)	3015	5.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	51519	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	9847	19.1%
0	6471	12.6%
1	5063	9.8%
2	4585	8.9%
4	4152	8.1%
3	3944	7.7%
5	3925	7.6%
6	3791	7.4%
8	3583	7.0%
7	3143	6.1%
Other values (2)	3015	5.9%

소재지우편번호
Real number (ℝ)

MISSING

Distinct	753
Distinct (%)	7.7%
Missing	243
Missing (%)	2.4%
Infinite	0
Infinite (%)	0.0%
Mean	611332.5

Minimum	600011
Maximum	619953
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	600011
5-th percentile	601818
Q1	608090
median	612020
Q3	614833
95-th percentile	619901
Maximum	619953
Range	19942
Interquartile range (IQR)	6743

Descriptive statistics

Standard deviation	4901.1752
Coefficient of variation (CV)	0.0080172005
Kurtosis	-0.43540803
Mean	611332.5
Median Absolute Deviation (MAD)	3182
Skewness	-0.33134447
Sum	5.9647712 × 10⁹
Variance	24021518
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
609839	148	1.5%
608804	138	1.4%
604851	119	1.2%
607804	109	1.1%
614845	103	1.0%
612846	97	1.0%
618200	96	1.0%
612847	88	0.9%
614847	83	0.8%
619903	79	0.8%
Other values (743)	8697	87.0%
(Missing)	243	2.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
600011	2	< 0.1%
600012	8	0.1%
600013	5	0.1%
600014	1	< 0.1%
600016	3	< 0.1%
600017	8	0.1%
600021	1	< 0.1%
600022	5	0.1%
600023	4	< 0.1%
600025	2	< 0.1%

Value	Count	Frequency (%)
619953	12	0.1%
619952	20	0.2%
619951	37	0.4%
619913	23	0.2%
619912	35	0.4%
619911	34	0.3%
619906	38	0.4%
619905	79	0.8%
619904	44	0.4%
619903	79	0.8%

소재지전체주소
Text

Distinct	9362
Distinct (%)	93.7%
Missing	5
Missing (%)	< 0.1%
Memory size	156.2 KiB

Length

Max length	60
Median length	54
Mean length	23.78019
Min length	16

Characters and Unicode

Total characters	237683
Distinct characters	519
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	8867 ?
Unique (%)	88.7%

Sample

1st row	부산광역시 남구 대연동 555-15번지
2nd row	부산광역시 기장군 일광면 이천리 870번지 2층
3rd row	부산광역시 연제구 거제동 366-3번지
4th row	부산광역시 강서구 명지동 3176-28번지 1층
5th row	부산광역시 동래구 명륜동 548-4번지

Value	Count	Frequency (%)
부산광역시	9995	22.2%
해운대구	1580	3.5%
부산진구	1124	2.5%
사하구	999	2.2%
금정구	976	2.2%
남구	802	1.8%
기장군	750	1.7%
동래구	710	1.6%
1층	681	1.5%
연제구	628	1.4%
Other values (10045)	26796	59.5%

Most occurring characters

Value	Count	Frequency (%)
	35057	14.7%
부	12183	5.1%
산	11897	5.0%
1	11570	4.9%
동	10827	4.6%
광	10323	4.3%
시	10153	4.3%
역	10013	4.2%
구	9580	4.0%
지	9243	3.9%
Other values (509)	106837	44.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	141157	59.4%
Decimal Number	50349	21.2%
Space Separator	35057	14.7%
Dash Punctuation	9186	3.9%
Open Punctuation	643	0.3%
Close Punctuation	641	0.3%
Other Punctuation	368	0.2%
Uppercase Letter	220	0.1%
Math Symbol	32	< 0.1%
Lowercase Letter	28	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
부	12183	8.6%
산	11897	8.4%
동	10827	7.7%
광	10323	7.3%
시	10153	7.2%
역	10013	7.1%
구	9580	6.8%
지	9243	6.5%
번	8594	6.1%
대	2548	1.8%
Other values (448)	45796	32.4%

Uppercase Letter

Value	Count	Frequency (%)
B	49	22.3%
A	42	19.1%
S	23	10.5%
C	15	6.8%
G	13	5.9%
K	11	5.0%
T	8	3.6%
I	8	3.6%
D	7	3.2%
E	7	3.2%
Other values (13)	37	16.8%

Lowercase Letter

Value	Count	Frequency (%)
e	11	39.3%
a	3	10.7%
c	3	10.7%
l	2	7.1%
o	2	7.1%
b	1	3.6%
k	1	3.6%
n	1	3.6%
i	1	3.6%
r	1	3.6%
Other values (2)	2	7.1%

Decimal Number

Value	Count	Frequency (%)
1	11570	23.0%
2	6885	13.7%
3	5545	11.0%
4	4994	9.9%
5	4534	9.0%
0	3742	7.4%
6	3508	7.0%
7	3365	6.7%
8	3125	6.2%
9	3081	6.1%

Other Punctuation

Value	Count	Frequency (%)
,	323	87.8%
.	24	6.5%
@	10	2.7%
&	5	1.4%
/	4	1.1%
:	2	0.5%

Math Symbol

Value	Count	Frequency (%)
~	30	93.8%
=	1	3.1%
<	1	3.1%

Open Punctuation

Value	Count	Frequency (%)
(	641	99.7%
[	2	0.3%

Close Punctuation

Value	Count	Frequency (%)
)	639	99.7%
]	2	0.3%

Space Separator

Value	Count	Frequency (%)
	35057	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	9186	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	141157	59.4%
Common	96276	40.5%
Latin	250	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	12183	8.6%
산	11897	8.4%
동	10827	7.7%
광	10323	7.3%
시	10153	7.2%
역	10013	7.1%
구	9580	6.8%
지	9243	6.5%
번	8594	6.1%
대	2548	1.8%
Other values (448)	45796	32.4%

Latin

Value	Count	Frequency (%)
B	49	19.6%
A	42	16.8%
S	23	9.2%
C	15	6.0%
G	13	5.2%
K	11	4.4%
e	11	4.4%
T	8	3.2%
I	8	3.2%
D	7	2.8%
Other values (26)	63	25.2%

Common

Value	Count	Frequency (%)
	35057	36.4%
1	11570	12.0%
-	9186	9.5%
2	6885	7.2%
3	5545	5.8%
4	4994	5.2%
5	4534	4.7%
0	3742	3.9%
6	3508	3.6%
7	3365	3.5%
Other values (15)	7890	8.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	141157	59.4%
ASCII	96524	40.6%
Number Forms	2	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	35057	36.3%
1	11570	12.0%
-	9186	9.5%
2	6885	7.1%
3	5545	5.7%
4	4994	5.2%
5	4534	4.7%
0	3742	3.9%
6	3508	3.6%
7	3365	3.5%
Other values (50)	8138	8.4%

Hangul

Value	Count	Frequency (%)
부	12183	8.6%
산	11897	8.4%
동	10827	7.7%
광	10323	7.3%
시	10153	7.2%
역	10013	7.1%
구	9580	6.8%
지	9243	6.5%
번	8594	6.1%
대	2548	1.8%
Other values (448)	45796	32.4%

Number Forms

Value	Count	Frequency (%)
Ⅱ	2	100.0%

도로명전체주소
Text

Distinct	9574
Distinct (%)	96.6%
Missing	90
Missing (%)	0.9%
Memory size	156.2 KiB

Length

Max length	69
Median length	60
Mean length	30.193239
Min length	19

Characters and Unicode

Total characters	299215
Distinct characters	547
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	9276 ?
Unique (%)	93.6%

Sample

1st row	부산광역시 남구 수영로266번길 117 (대연동)
2nd row	부산광역시 기장군 일광면 이천길 27, 2층
3rd row	부산광역시 연제구 법원북로 53 (거제동)
4th row	부산광역시 강서구 새진목길 91, 1층 (명지동)
5th row	부산광역시 동래구 명륜로129번다길 11-1 (명륜동)

Value	Count	Frequency (%)
부산광역시	9910	17.1%
1층	2491	4.3%
해운대구	1558	2.7%
부산진구	1115	1.9%
사하구	978	1.7%
금정구	960	1.7%
남구	801	1.4%
기장군	742	1.3%
동래구	709	1.2%
연제구	626	1.1%
Other values (6497)	37969	65.6%

Most occurring characters

Value	Count	Frequency (%)
	47992	16.0%
1	13555	4.5%
부	12477	4.2%
동	12182	4.1%
산	12069	4.0%
광	10603	3.5%
시	10410	3.5%
역	9936	3.3%
구	9696	3.2%
)	9574	3.2%
Other values (537)	150721	50.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	174809	58.4%
Space Separator	47992	16.0%
Decimal Number	47972	16.0%
Close Punctuation	9577	3.2%
Open Punctuation	9575	3.2%
Other Punctuation	6781	2.3%
Dash Punctuation	2002	0.7%
Uppercase Letter	387	0.1%
Math Symbol	92	< 0.1%
Lowercase Letter	25	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
부	12477	7.1%
동	12182	7.0%
산	12069	6.9%
광	10603	6.1%
시	10410	6.0%
역	9936	5.7%
구	9696	5.5%
로	9501	5.4%
길	5342	3.1%
번	5005	2.9%
Other values (476)	77588	44.4%

Uppercase Letter

Value	Count	Frequency (%)
B	98	25.3%
A	83	21.4%
C	37	9.6%
S	32	8.3%
G	16	4.1%
E	15	3.9%
I	14	3.6%
D	13	3.4%
P	12	3.1%
K	12	3.1%
Other values (14)	55	14.2%

Decimal Number

Value	Count	Frequency (%)
1	13555	28.3%
2	7080	14.8%
3	4882	10.2%
0	3885	8.1%
4	3840	8.0%
5	3545	7.4%
6	3235	6.7%
7	2713	5.7%
8	2679	5.6%
9	2558	5.3%

Lowercase Letter

Value	Count	Frequency (%)
e	15	60.0%
c	2	8.0%
a	2	8.0%
p	1	4.0%
b	1	4.0%
o	1	4.0%
z	1	4.0%
l	1	4.0%
k	1	4.0%

Other Punctuation

Value	Count	Frequency (%)
,	6718	99.1%
.	29	0.4%
@	14	0.2%
·	8	0.1%
/	5	0.1%
&	4	0.1%
*	2	< 0.1%
:	1	< 0.1%

Math Symbol

Value	Count	Frequency (%)
~	90	97.8%
=	1	1.1%
<	1	1.1%

Close Punctuation

Value	Count	Frequency (%)
)	9574	> 99.9%
]	3	< 0.1%

Open Punctuation

Value	Count	Frequency (%)
(	9572	> 99.9%
[	3	< 0.1%

Space Separator

Value	Count	Frequency (%)
	47992	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2002	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	174809	58.4%
Common	123991	41.4%
Latin	415	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	12477	7.1%
동	12182	7.0%
산	12069	6.9%
광	10603	6.1%
시	10410	6.0%
역	9936	5.7%
구	9696	5.5%
로	9501	5.4%
길	5342	3.1%
번	5005	2.9%
Other values (476)	77588	44.4%

Latin

Value	Count	Frequency (%)
B	98	23.6%
A	83	20.0%
C	37	8.9%
S	32	7.7%
G	16	3.9%
e	15	3.6%
E	15	3.6%
I	14	3.4%
D	13	3.1%
P	12	2.9%
Other values (24)	80	19.3%

Common

Value	Count	Frequency (%)
	47992	38.7%
1	13555	10.9%
)	9574	7.7%
(	9572	7.7%
2	7080	5.7%
,	6718	5.4%
3	4882	3.9%
0	3885	3.1%
4	3840	3.1%
5	3545	2.9%
Other values (17)	13348	10.8%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	174809	58.4%
ASCII	124395	41.6%
None	8	< 0.1%
Number Forms	3	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	47992	38.6%
1	13555	10.9%
)	9574	7.7%
(	9572	7.7%
2	7080	5.7%
,	6718	5.4%
3	4882	3.9%
0	3885	3.1%
4	3840	3.1%
5	3545	2.8%
Other values (49)	13752	11.1%

Hangul

Value	Count	Frequency (%)
부	12477	7.1%
동	12182	7.0%
산	12069	6.9%
광	10603	6.1%
시	10410	6.0%
역	9936	5.7%
구	9696	5.5%
로	9501	5.4%
길	5342	3.1%
번	5005	2.9%
Other values (476)	77588	44.4%

None

Value	Count	Frequency (%)
·	8	100.0%

Number Forms

Value	Count	Frequency (%)
Ⅱ	3	100.0%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	1554
Distinct (%)	15.7%
Missing	127
Missing (%)	1.3%
Infinite	0
Infinite (%)	0.0%
Mean	47676.601

Minimum	46002
Maximum	49527
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	46002
5-th percentile	46061
Q1	46921
median	47774
Q3	48314
95-th percentile	49409
Maximum	49527
Range	3525
Interquartile range (IQR)	1393

Descriptive statistics

Standard deviation	1009.6527
Coefficient of variation (CV)	0.021177111
Kurtosis	-0.94788557
Mean	47676.601
Median Absolute Deviation (MAD)	733
Skewness	0.0055786268
Sum	4.7071108 × 10⁸
Variance	1019398.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
46726	97	1.0%
48512	87	0.9%
48095	84	0.8%
48059	66	0.7%
48079	64	0.6%
47292	61	0.6%
46061	56	0.6%
48498	53	0.5%
48055	53	0.5%
47736	52	0.5%
Other values (1544)	9200	92.0%
(Missing)	127	1.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
46002	1	< 0.1%
46003	5	0.1%
46004	7	0.1%
46006	3	< 0.1%
46007	2	< 0.1%
46008	43	0.4%
46009	1	< 0.1%
46010	2	< 0.1%
46012	5	0.1%
46013	11	0.1%

Value	Count	Frequency (%)
49527	9	0.1%
49526	1	< 0.1%
49525	6	0.1%
49524	20	0.2%
49523	3	< 0.1%
49522	11	0.1%
49521	35	0.4%
49520	6	0.1%
49519	1	< 0.1%
49518	3	< 0.1%

사업장명
Text

Distinct	9126
Distinct (%)	91.3%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	32
Median length	29
Mean length	5.9733
Min length	1

Characters and Unicode

Total characters	59733
Distinct characters	1116
Distinct categories	12 ?
Distinct scripts	5 ?
Distinct blocks	8 ?

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

Unique

Unique	8597 ?
Unique (%)	86.0%

Sample

1st row	떴다 파닭
2nd row	로드(Road)27
3rd row	정한우
4th row	리틀빈후
5th row	83비프(BEEF)

Value	Count	Frequency (%)
해운대점	23	0.2%
부산대점	23	0.2%
옛날통닭	22	0.2%
맘스터치	22	0.2%
연산점	19	0.2%
처갓집양념치킨	19	0.2%
정관점	17	0.1%
교촌치킨	17	0.1%
대연점	16	0.1%
김밥천국	16	0.1%
Other values (9753)	12095	98.4%

Most occurring characters

Value	Count	Frequency (%)
	2291	3.8%
점	1511	2.5%
이	1157	1.9%
식	905	1.5%
리	742	1.2%
대	741	1.2%
집	737	1.2%
스	718	1.2%
당	712	1.2%
치	667	1.1%
Other values (1106)	49552	83.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	52574	88.0%
Space Separator	2291	3.8%
Lowercase Letter	1219	2.0%
Uppercase Letter	1217	2.0%
Decimal Number	885	1.5%
Close Punctuation	661	1.1%
Open Punctuation	661	1.1%
Other Punctuation	200	0.3%
Dash Punctuation	13	< 0.1%
Math Symbol	5	< 0.1%
Other values (2)	7	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
점	1511	2.9%
이	1157	2.2%
식	905	1.7%
리	742	1.4%
대	741	1.4%
집	737	1.4%
스	718	1.4%
당	712	1.4%
치	667	1.3%
장	665	1.3%
Other values (1020)	44019	83.7%

Lowercase Letter

Value	Count	Frequency (%)
e	145	11.9%
o	133	10.9%
a	129	10.6%
n	88	7.2%
i	84	6.9%
l	66	5.4%
r	63	5.2%
t	55	4.5%
s	54	4.4%
h	49	4.0%
Other values (16)	353	29.0%

Uppercase Letter

Value	Count	Frequency (%)
B	95	7.8%
A	94	7.7%
C	89	7.3%
E	86	7.1%
O	84	6.9%
N	69	5.7%
T	67	5.5%
H	67	5.5%
S	61	5.0%
M	55	4.5%
Other values (16)	450	37.0%

Other Punctuation

Value	Count	Frequency (%)
&	92	46.0%
.	56	28.0%
,	23	11.5%
'	10	5.0%
!	6	3.0%
·	5	2.5%
:	3	1.5%
#	2	1.0%
?	1	0.5%
？	1	0.5%

Decimal Number

Value	Count	Frequency (%)
1	189	21.4%
0	160	18.1%
2	148	16.7%
9	82	9.3%
3	81	9.2%
7	53	6.0%
5	49	5.5%
6	48	5.4%
4	38	4.3%
8	37	4.2%

Letter Number

Value	Count	Frequency (%)
Ⅱ	2	50.0%
Ⅲ	1	25.0%
Ⅰ	1	25.0%

Math Symbol

Value	Count	Frequency (%)
+	2	40.0%
~	2	40.0%
=	1	20.0%

Close Punctuation

Value	Count	Frequency (%)
)	658	99.5%
]	3	0.5%

Open Punctuation

Value	Count	Frequency (%)
(	658	99.5%
[	3	0.5%

Space Separator

Value	Count	Frequency (%)
	2291	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	13	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	52504	87.9%
Common	4719	7.9%
Latin	2440	4.1%
Han	68	0.1%
Hiragana	2	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
점	1511	2.9%
이	1157	2.2%
식	905	1.7%
리	742	1.4%
대	741	1.4%
집	737	1.4%
스	718	1.4%
당	712	1.4%
치	667	1.3%
장	665	1.3%
Other values (965)	43949	83.7%

Latin

Value	Count	Frequency (%)
e	145	5.9%
o	133	5.5%
a	129	5.3%
B	95	3.9%
A	94	3.9%
C	89	3.6%
n	88	3.6%
E	86	3.5%
i	84	3.4%
O	84	3.4%
Other values (45)	1413	57.9%

Han

Value	Count	Frequency (%)
人	5	7.4%
家	4	5.9%
酒	2	2.9%
生	2	2.9%
海	2	2.9%
男	2	2.9%
辛	2	2.9%
大	2	2.9%
火	2	2.9%
來	2	2.9%
Other values (43)	43	63.2%

Common

Value	Count	Frequency (%)
	2291	48.5%
)	658	13.9%
(	658	13.9%
1	189	4.0%
0	160	3.4%
2	148	3.1%
&	92	1.9%
9	82	1.7%
3	81	1.7%
.	56	1.2%
Other values (21)	304	6.4%

Hiragana

Value	Count	Frequency (%)
い	1	50.0%
よ	1	50.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	52503	87.9%
ASCII	7149	12.0%
CJK	67	0.1%
None	6	< 0.1%
Number Forms	4	< 0.1%
Hiragana	2	< 0.1%
Compat Jamo	1	< 0.1%
CJK Compat Ideographs	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2291	32.0%
)	658	9.2%
(	658	9.2%
1	189	2.6%
0	160	2.2%
2	148	2.1%
e	145	2.0%
o	133	1.9%
a	129	1.8%
B	95	1.3%
Other values (71)	2543	35.6%

Hangul

Value	Count	Frequency (%)
점	1511	2.9%
이	1157	2.2%
식	905	1.7%
리	742	1.4%
대	741	1.4%
집	737	1.4%
스	718	1.4%
당	712	1.4%
치	667	1.3%
장	665	1.3%
Other values (964)	43948	83.7%

CJK

Value	Count	Frequency (%)
人	5	7.5%
家	4	6.0%
酒	2	3.0%
生	2	3.0%
海	2	3.0%
男	2	3.0%
辛	2	3.0%
大	2	3.0%
火	2	3.0%
來	2	3.0%
Other values (42)	42	62.7%

None

Value	Count	Frequency (%)
·	5	83.3%
？	1	16.7%

Number Forms

Value	Count	Frequency (%)
Ⅱ	2	50.0%
Ⅲ	1	25.0%
Ⅰ	1	25.0%

Compat Jamo

Value	Count	Frequency (%)
ㆍ	1	100.0%

CJK Compat Ideographs

Value	Count	Frequency (%)
樂	1	100.0%

Hiragana

Value	Count	Frequency (%)
い	1	50.0%
よ	1	50.0%

최종수정시점
Real number (ℝ)

Distinct	9959
Distinct (%)	99.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0173151 × 10¹³

Minimum	1.9990315 × 10¹³
Maximum	2.0201231 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1.9990315 × 10¹³
5-th percentile	2.0111104 × 10¹³
Q1	2.0160921 × 10¹³
median	2.0181207 × 10¹³
Q3	2.020011 × 10¹³
95-th percentile	2.0201105 × 10¹³
Maximum	2.0201231 × 10¹³
Range	2.1091616 × 10¹¹
Interquartile range (IQR)	3.9188939 × 10¹⁰

Descriptive statistics

Standard deviation	3.3554117 × 10¹⁰
Coefficient of variation (CV)	0.0016633057
Kurtosis	4.7954548
Mean	2.0173151 × 10¹³
Median Absolute Deviation (MAD)	1.9008499 × 10¹⁰
Skewness	-2.0052725
Sum	2.0173151 × 10¹⁷
Variance	1.1258787 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20040604000000	7	0.1%
20020225000000	5	0.1%
20050110000000	3	< 0.1%
20020523000000	3	< 0.1%
20040610000000	3	< 0.1%
20050303000000	2	< 0.1%
20050711000000	2	< 0.1%
20041011000000	2	< 0.1%
20020516000000	2	< 0.1%
20070517000000	2	< 0.1%
Other values (9949)	9969	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19990315000000	1	< 0.1%
19990317000000	2	< 0.1%
19990319000000	1	< 0.1%
19990614000000	1	< 0.1%
20001130000000	1	< 0.1%
20010619000000	1	< 0.1%
20010705000000	1	< 0.1%
20010911000000	1	< 0.1%
20010912000000	2	< 0.1%
20011108000000	1	< 0.1%

Value	Count	Frequency (%)
20201231164204	1	< 0.1%
20201231152549	1	< 0.1%
20201231152256	1	< 0.1%
20201231151831	1	< 0.1%
20201231151340	1	< 0.1%
20201231144824	1	< 0.1%
20201231132447	1	< 0.1%
20201231112430	1	< 0.1%
20201230155748	1	< 0.1%
20201230150858	1	< 0.1%

데이터갱신구분
Categorical

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

U	5048
I	4952

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	U
4th row	I
5th row	I

Common Values

Value	Count	Frequency (%)
U	5048	50.5%
I	4952	49.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
u	5048	50.5%
i	4952	49.5%

데이터갱신일자
Date

Distinct	738
Distinct (%)	7.4%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	2018-08-31 23:59:59
Maximum	2021-01-02 02:40:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

Distinct	28
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

한식	4050
기타	998
호프/통닭	921
경양식	796
분식	730
Other values (23)	2505

Length

Max length	15
Median length	2
Mean length	3.2738
Min length	2

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	통닭(치킨)
2nd row	경양식
3rd row	분식
4th row	기타
5th row	식육(숯불구이)

Common Values

Value	Count	Frequency (%)
한식	4050	40.5%
기타	998	10.0%
호프/통닭	921	9.2%
경양식	796	8.0%
분식	730	7.3%
식육(숯불구이)	673	6.7%
중국식	322	3.2%
통닭(치킨)	306	3.1%
회집	278	2.8%
일식	230	2.3%
Other values (18)	696	7.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
한식	4050	40.5%
기타	998	10.0%
호프/통닭	921	9.2%
경양식	796	8.0%
분식	730	7.3%
식육(숯불구이	673	6.7%
중국식	322	3.2%
통닭(치킨	306	3.1%
회집	278	2.8%
일식	230	2.3%
Other values (18)	696	7.0%

좌표정보(x)
Real number (ℝ)

Distinct	8445
Distinct (%)	84.8%
Missing	37
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%
Mean	389228.1

Minimum	366152.29
Maximum	407704.1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	366152.29
5-th percentile	379183.55
Q1	384970.87
median	389651.78
Q3	392844.99
95-th percentile	400826.94
Maximum	407704.1
Range	41551.814
Interquartile range (IQR)	7874.1187

Descriptive statistics

Standard deviation	6498.803
Coefficient of variation (CV)	0.016696644
Kurtosis	0.046271722
Mean	389228.1
Median Absolute Deviation (MAD)	3890.1966
Skewness	-0.015926322
Sum	3.8778796 × 10⁹
Variance	42234441
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
393605.930358633	15	0.1%
379182.810645835	13	0.1%
393952.264486105	13	0.1%
384953.004015023	12	0.1%
398330.516530402	12	0.1%
387271.299492377	12	0.1%
392336.824825275	10	0.1%
401669.0	10	0.1%
395560.220499924	10	0.1%
387655.81972947	10	0.1%
Other values (8435)	9846	98.5%
(Missing)	37	0.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
366152.285158416	1	< 0.1%
366750.818205353	1	< 0.1%
366868.429229268	1	< 0.1%
366931.435995074	1	< 0.1%
366932.039184639	1	< 0.1%
366932.944608323	1	< 0.1%
366933.279981515	1	< 0.1%
366982.00333594	1	< 0.1%
367006.793717122	1	< 0.1%
367008.391899012	1	< 0.1%

Value	Count	Frequency (%)
407704.099591732	1	< 0.1%
407693.240178135	1	< 0.1%
407681.822826568	1	< 0.1%
407666.833570635	1	< 0.1%
407581.265861236	2	< 0.1%
407556.4753504	1	< 0.1%
407543.307261317	1	< 0.1%
407524.414162391	1	< 0.1%
407522.620976951	1	< 0.1%
407517.185053364	1	< 0.1%

좌표정보(y)
Real number (ℝ)

Distinct	8445
Distinct (%)	84.8%
Missing	37
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%
Mean	187990.1

Minimum	169660.62
Maximum	211718.65
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	169660.62
5-th percentile	178626.26
Q1	184039.54
median	187583.68
Q3	191636.83
95-th percentile	198414.06
Maximum	211718.65
Range	42058.033
Interquartile range (IQR)	7597.292

Descriptive statistics

Standard deviation	6258.9084
Coefficient of variation (CV)	0.033293819
Kurtosis	0.54150051
Mean	187990.1
Median Absolute Deviation (MAD)	3734.4346
Skewness	0.43561651
Sum	1.8729454 × 10⁹
Variance	39173935
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
188324.973749177	15	0.1%
173994.386578688	13	0.1%
187602.933160728	13	0.1%
179411.688598493	12	0.1%
187771.511373596	12	0.1%
186099.137533193	12	0.1%
183544.386230822	10	0.1%
190270.0	10	0.1%
186273.769084383	10	0.1%
190506.472924428	10	0.1%
Other values (8435)	9846	98.5%
(Missing)	37	0.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
169660.618777519	1	< 0.1%
169741.350466391	1	< 0.1%
170020.600937816	1	< 0.1%
170035.750133163	1	< 0.1%
171739.401231828	1	< 0.1%
173580.423440922	1	< 0.1%
173686.634522523	1	< 0.1%
173705.553829277	1	< 0.1%
173718.54780644	1	< 0.1%
173723.944438485	1	< 0.1%

Value	Count	Frequency (%)
211718.651341665	1	< 0.1%
210340.747427853	1	< 0.1%
210280.167619774	1	< 0.1%
210276.15974164	1	< 0.1%
210274.644346605	1	< 0.1%
210212.10060411	1	< 0.1%
210169.093320309	1	< 0.1%
210134.392238701	1	< 0.1%
210122.770644004	1	< 0.1%
210092.386200088	1	< 0.1%

위생업태명
Categorical

Distinct	28
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

한식	4049
기타	987
호프/통닭	910
경양식	839
분식	722
Other values (23)	2493

Length

Max length	15
Median length	2
Mean length	3.2638
Min length	2

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	통닭(치킨)
2nd row	경양식
3rd row	분식
4th row	기타
5th row	식육(숯불구이)

Common Values

Value	Count	Frequency (%)
한식	4049	40.5%
기타	987	9.9%
호프/통닭	910	9.1%
경양식	839	8.4%
분식	722	7.2%
식육(숯불구이)	668	6.7%
중국식	329	3.3%
회집	322	3.2%
통닭(치킨)	312	3.1%
정종/대포집/소주방	226	2.3%
Other values (18)	636	6.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
한식	4049	40.5%
기타	987	9.9%
호프/통닭	910	9.1%
경양식	839	8.4%
분식	722	7.2%
식육(숯불구이	668	6.7%
중국식	329	3.3%
회집	322	3.2%
통닭(치킨	312	3.1%
정종/대포집/소주방	226	2.3%
Other values (18)	636	6.4%

남성종사자수
Real number (ℝ)

MISSING ZEROS

Distinct	6
Distinct (%)	0.2%
Missing	6876
Missing (%)	68.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.064980794

Minimum	0
Maximum	5
Zeros	2962
Zeros (%)	29.6%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	0.31699078
Coefficient of variation (CV)	4.8782227
Kurtosis	67.754502
Mean	0.064980794
Median Absolute Deviation (MAD)	0
Skewness	6.9707503
Sum	203
Variance	0.10048316
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	2962	29.6%
1	135	1.4%
2	18	0.2%
3	6	0.1%
5	2	< 0.1%
4	1	< 0.1%
(Missing)	6876	68.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2962	29.6%
1	135	1.4%
2	18	0.2%
3	6	0.1%
4	1	< 0.1%
5	2	< 0.1%

Value	Count	Frequency (%)
5	2	< 0.1%
4	1	< 0.1%
3	6	0.1%
2	18	0.2%
1	135	1.4%
0	2962	29.6%

여성종사자수
Real number (ℝ)

MISSING ZEROS

Distinct	10
Distinct (%)	0.3%
Missing	6878
Missing (%)	68.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.128123

Minimum	0
Maximum	15
Zeros	2898
Zeros (%)	29.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	15
Range	15
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.62438712
Coefficient of variation (CV)	4.8733415
Kurtosis	158.76371
Mean	0.128123
Median Absolute Deviation (MAD)	0
Skewness	9.906991
Sum	400
Variance	0.38985928
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	2898	29.0%
1	138	1.4%
2	47	0.5%
3	20	0.2%
4	9	0.1%
5	4	< 0.1%
6	3	< 0.1%
11	1	< 0.1%
15	1	< 0.1%
8	1	< 0.1%
(Missing)	6878	68.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2898	29.0%
1	138	1.4%
2	47	0.5%
3	20	0.2%
4	9	0.1%
5	4	< 0.1%
6	3	< 0.1%
8	1	< 0.1%
11	1	< 0.1%
15	1	< 0.1%

Value	Count	Frequency (%)
15	1	< 0.1%
11	1	< 0.1%
8	1	< 0.1%
6	3	< 0.1%
5	4	< 0.1%
4	9	0.1%
3	20	0.2%
2	47	0.5%
1	138	1.4%
0	2898	29.0%

영업장주변구분명
Categorical

IMBALANCE

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

<NA>	6936
기타	1989
주택가주변	675
유흥업소밀집지역	180
아파트지역	157
Other values (3)	63

Length

Max length	8
Median length	4
Mean length	3.7822
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	6936	69.4%
기타	1989	19.9%
주택가주변	675	6.8%
유흥업소밀집지역	180	1.8%
아파트지역	157	1.6%
학교정화(상대)	52	0.5%
학교정화(절대)	7	0.1%
결혼예식장주변	4	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	6936	69.4%
기타	1989	19.9%
주택가주변	675	6.8%
유흥업소밀집지역	180	1.8%
아파트지역	157	1.6%
학교정화(상대	52	0.5%
학교정화(절대	7	0.1%
결혼예식장주변	4	< 0.1%

등급구분명
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	7462
기타	1616
자율	891
우수	14
지도	11

Length

Max length	4
Median length	4
Mean length	3.4924
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	7462	74.6%
기타	1616	16.2%
자율	891	8.9%
우수	14	0.1%
지도	11	0.1%
관리	6	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	7462	74.6%
기타	1616	16.2%
자율	891	8.9%
우수	14	0.1%
지도	11	0.1%
관리	6	0.1%

급수시설구분명
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

상수도전용	6031
<NA>	3911
지하수전용	42
간이상수도	11
상수도(음용)지하수(주방용)겸용	4

Length

Max length	19
Median length	5
Mean length	4.6151
Min length	4

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
상수도전용	6031	60.3%
<NA>	3911	39.1%
지하수전용	42	0.4%
간이상수도	11	0.1%
상수도(음용)지하수(주방용)겸용	4	< 0.1%
전용상수도(특정시설의 자가용 수도)	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
상수도전용	6031	60.3%
na	3911	39.1%
지하수전용	42	0.4%
간이상수도	11	0.1%
상수도(음용)지하수(주방용)겸용	4	< 0.1%
전용상수도(특정시설의	1	< 0.1%
자가용	1	< 0.1%
수도	1	< 0.1%

총종업원수
Unsupported

MISSING REJECTED UNSUPPORTED

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

본사종업원수
Categorical

IMBALANCE

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

<NA>	9999
0	1

Length

Max length	4
Median length	4
Mean length	3.9997
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	9999	> 99.9%
0	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9999	> 99.9%
0	1	< 0.1%

공장사무직종업원수
Categorical

IMBALANCE

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

<NA>	9999
0	1

Length

Max length	4
Median length	4
Mean length	3.9997
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	9999	> 99.9%
0	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9999	> 99.9%
0	1	< 0.1%

공장판매직종업원수
Categorical

IMBALANCE

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

<NA>	9999
0	1

Length

Max length	4
Median length	4
Mean length	3.9997
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	9999	> 99.9%
0	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9999	> 99.9%
0	1	< 0.1%

공장생산직종업원수
Categorical

IMBALANCE

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

<NA>	9999
0	1

Length

Max length	4
Median length	4
Mean length	3.9997
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	9999	> 99.9%
0	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9999	> 99.9%
0	1	< 0.1%

건물소유구분명
Unsupported

MISSING REJECTED UNSUPPORTED

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

보증액
Categorical

IMBALANCE

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

<NA>	9999
0	1

Length

Max length	4
Median length	4
Mean length	3.9997
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	9999	> 99.9%
0	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9999	> 99.9%
0	1	< 0.1%

월세액
Categorical

IMBALANCE

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

<NA>	9999
0	1

Length

Max length	4
Median length	4
Mean length	3.9997
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	9999	> 99.9%
0	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9999	> 99.9%
0	1	< 0.1%

다중이용업소여부
Boolean

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	87.9 KiB

False	9129
True	871

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	9129	91.3%
True	871	8.7%

시설총규모
Real number (ℝ)

ZEROS

Distinct	6249
Distinct (%)	62.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	85.240988

Minimum	0
Maximum	2979.73
Zeros	235
Zeros (%)	2.4%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	14.8785
Q1	33
median	57.375
Q3	96.9125
95-th percentile	241.5745
Maximum	2979.73
Range	2979.73
Interquartile range (IQR)	63.9125

Descriptive statistics

Standard deviation	111.52678
Coefficient of variation (CV)	1.3083703
Kurtosis	140.08023
Mean	85.240988
Median Absolute Deviation (MAD)	28.6
Skewness	8.3788824
Sum	852409.88
Variance	12438.222
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	235	2.4%
33.0	41	0.4%
30.0	31	0.3%
66.0	29	0.3%
24.0	25	0.2%
36.0	23	0.2%
40.0	22	0.2%
20.0	21	0.2%
49.5	21	0.2%
42.0	21	0.2%
Other values (6239)	9531	95.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	235	2.4%
2.52	1	< 0.1%
2.94	1	< 0.1%
3.16	1	< 0.1%
3.24	1	< 0.1%
3.9	1	< 0.1%
4.05	1	< 0.1%
5.28	1	< 0.1%
5.94	1	< 0.1%
6.0	2	< 0.1%

Value	Count	Frequency (%)
2979.73	1	< 0.1%
2747.47	1	< 0.1%
2637.76	1	< 0.1%
1869.36	1	< 0.1%
1778.78	1	< 0.1%
1711.88	1	< 0.1%
1637.58	1	< 0.1%
1253.35	1	< 0.1%
1224.54	1	< 0.1%
1217.85	1	< 0.1%

전통업소지정번호
Unsupported

MISSING REJECTED UNSUPPORTED

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

전통업소주된음식
Unsupported

MISSING REJECTED UNSUPPORTED

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

홈페이지
Unsupported

MISSING REJECTED UNSUPPORTED

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

Unnamed: 47
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)	위생업태명	남성종사자수	여성종사자수	영업장주변구분명	등급구분명	급수시설구분명	총종업원수	본사종업원수	공장사무직종업원수	공장판매직종업원수	공장생산직종업원수	건물소유구분명	보증액	월세액	다중이용업소여부	시설총규모	전통업소지정번호	전통업소주된음식	홈페이지	Unnamed: 47
14137	14138	일반음식점	07_24_04_P	3310000	3310000-101-2002-03494	20020524	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 623 9965	17.50	608810	부산광역시 남구 대연동 555-15번지	부산광역시 남구 수영로266번길 117 (대연동)	48500	떴다 파닭	20150102103056	I	2018-08-31 23:59:59.0	통닭(치킨)	391384.06095	183487.642697	통닭(치킨)	0	0	주택가주변	자율	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	17.5	<NA>	<NA>	<NA>	<NA>
4812	4813	일반음식점	07_24_04_P	3400000	3400000-101-2017-00028	20170310	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 722 7257	63.27	619913	부산광역시 기장군 일광면 이천리 870번지 2층	부산광역시 기장군 일광면 이천길 27, 2층	46042	로드(Road)27	20170310204204	I	2018-08-31 23:59:59.0	경양식	403456.001527	198506.646588	경양식	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	63.27	<NA>	<NA>	<NA>	<NA>
9969	9970	일반음식점	07_24_04_P	3370000	3370000-101-2002-03899	20021008	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 5035787	69.95	611802	부산광역시 연제구 거제동 366-3번지	부산광역시 연제구 법원북로 53 (거제동)	47507	정한우	20190611103858	U	2019-06-13 02:40:00.0	분식	388732.003563	190303.969499	분식	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	69.95	<NA>	<NA>	<NA>	<NA>
18027	18028	일반음식점	07_24_04_P	3360000	3360000-101-2017-00127	20170621	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	139.92	618815	부산광역시 강서구 명지동 3176-28번지 1층	부산광역시 강서구 새진목길 91, 1층 (명지동)	46717	리틀빈후	20180727165302	I	2018-08-31 23:59:59.0	기타	375325.975227	181172.883237	기타	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	139.92	<NA>	<NA>	<NA>	<NA>
18357	18358	일반음식점	07_24_04_P	3300000	3300000-101-2014-00127	20140714	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	64.00	607804	부산광역시 동래구 명륜동 548-4번지	부산광역시 동래구 명륜로129번다길 11-1 (명륜동)	47736	83비프(BEEF)	20140721165448	I	2018-08-31 23:59:59.0	식육(숯불구이)	389285.20947	191589.915671	식육(숯불구이)	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	64.0	<NA>	<NA>	<NA>	<NA>
16594	16595	일반음식점	07_24_04_P	3330000	3330000-101-1997-01590	19971031	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 7461471	50.51	612835	부산광역시 해운대구 좌동 965번지	부산광역시 해운대구 세실로 103 (좌동, 지상1층)	48079	황금수산	20111124122218	I	2018-08-31 23:59:59.0	한식	398097.275917	188214.24007	한식	0	0	주택가주변	기타	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	50.51	<NA>	<NA>	<NA>	<NA>
2902	2903	일반음식점	07_24_04_P	3330000	3330000-101-2015-00315	20151008	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	22.93	612840	부산광역시 해운대구 좌동 1340-3번지 피렌체상가 201호	부산광역시 해운대구 좌동순환로402번길 8 (좌동, 피렌체상가 201호)	48104	하루	20151008134759	I	2018-08-31 23:59:59.0	한식	398351.676975	187037.646097	한식	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	22.93	<NA>	<NA>	<NA>	<NA>
10184	10185	일반음식점	07_24_04_P	3320000	3320000-101-2009-00114	20090824	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 333 6655	62.00	616803	부산광역시 북구 구포동 1211-13번지	부산광역시 북구 시랑로35번길 13 (구포동)	46600	피자베이본점	20191213115402	U	2019-12-15 02:40:00.0	기타	382540.735616	191122.297819	기타	1	<NA>	주택가주변	자율	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	62.0	<NA>	<NA>	<NA>	<NA>
17003	17004	일반음식점	07_24_04_P	3300000	3300000-101-2014-00054	20140411	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 506 6017	30.02	607813	부산광역시 동래구 사직동 141-4번지 1층	부산광역시 동래구 여고북로 184-4, 1층 (사직동)	47831	족발삶는마을	20190830180901	U	2019-09-03 02:40:00.0	한식	388878.195415	191200.312929	한식	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	30.02	<NA>	<NA>	<NA>	<NA>
16566	16567	일반음식점	07_24_04_P	3310000	3310000-101-2017-00019	20170216	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 625 2058	17.46	608835	부산광역시 남구 용호동 383-1번지 왕신빌라 101호	부산광역시 남구 용호로159번길 64 (용호동, 왕신빌라 101호)	48586	수야네 쪽갈비	20170306112420	I	2018-08-31 23:59:59.0	한식	392738.707637	181827.028178	한식	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	17.46	<NA>	<NA>	<NA>	<NA>

	번호	개방서비스명	개방서비스id	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태구분코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	소재지전화	소재지면적	소재지우편번호	소재지전체주소	도로명전체주소	도로명우편번호	사업장명	최종수정시점	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(x)	좌표정보(y)	위생업태명	남성종사자수	여성종사자수	영업장주변구분명	등급구분명	급수시설구분명	총종업원수	본사종업원수	공장사무직종업원수	공장판매직종업원수	공장생산직종업원수	건물소유구분명	보증액	월세액	다중이용업소여부	시설총규모	전통업소지정번호	전통업소주된음식	홈페이지	Unnamed: 47
19432	19433	일반음식점	07_24_04_P	3290000	3290000-101-1987-00705	19870905	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 8099958	36.88	614849	부산광역시 부산진구 부전동 398-1번지	부산광역시 부산진구 서면문화로 30-14 (부전동)	47256	녹산횟집	20180515114302	I	2018-08-31 23:59:59.0	회집	387328.414087	186449.985098	회집	0	0	기타	기타	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	36.88	<NA>	<NA>	<NA>	<NA>
9850	9851	일반음식점	07_24_04_P	3350000	3350000-101-2016-00156	20160823	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 5150051	317.90	609802	부산광역시 금정구 구서동 1005-01	부산광역시 금정구 금샘로 453 (구서동)	46235	바담코다리 본점	20200904134843	U	2020-09-06 02:40:00.0	한식	389631.532993	198021.314196	한식	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	Y	317.9	<NA>	<NA>	<NA>	<NA>
18296	18297	일반음식점	07_24_04_P	3360000	3360000-101-2017-00208	20171023	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 971 1188	131.91	618803	부산광역시 강서구 대저1동 2683-3번지 3층	부산광역시 강서구 공항로 1191, 3층 (대저1동)	46703	메이식땅	20171124171945	I	2018-08-31 23:59:59.0	한식	380174.826697	191590.531089	한식	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	Y	131.91	<NA>	<NA>	<NA>	<NA>
18651	18652	일반음식점	07_24_04_P	3330000	3330000-101-2005-00002	20050103	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 7045792	57.74	612040	부산광역시 해운대구 송정동 310-12번지	부산광역시 해운대구 송정광어골로82번길 143 (송정동)	48073	해송식당	20111116152025	I	2018-08-31 23:59:59.0	한식	400086.900634	188919.279695	한식	0	0	기타	지도	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	57.74	<NA>	<NA>	<NA>	<NA>
24095	24096	일반음식점	07_24_04_P	3370000	3370000-101-1994-00980	19940817	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 7522095	27.20	611812	부산광역시 연제구 연산동 480-7번지	부산광역시 연제구 과정로 142 (연산동)	47570	문현곱창	20190701133520	U	2019-07-03 02:40:00.0	한식	391887.676895	189246.516676	경양식	0	0	기타	기타	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	27.2	<NA>	<NA>	<NA>	<NA>
19264	19265	일반음식점	07_24_04_P	3330000	3330000-101-2002-04697	20020913	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 7838408	31.62	612832	부산광역시 해운대구 재송동 1147-6 (1층)	부산광역시 해운대구 재반로 156-1 (재송동, 1층)	48052	하동당	20200729113258	U	2020-07-31 02:40:00.0	분식	393788.370175	190159.34058	경양식	0	0	주택가주변	자율	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	31.62	<NA>	<NA>	<NA>	<NA>
4422	4423	일반음식점	07_24_04_P	3290000	3290000-101-2003-00199	20030621	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	40.42	614845	부산광역시 부산진구 부전동 160-8번지 지상1층	부산광역시 부산진구 서전로10번길 36, 지상1층 (부전동)	47291	육즙산장	20181207151844	U	2018-12-09 02:40:00.0	식육(숯불구이)	387610.434305	186071.582645	식육(숯불구이)	0	0	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	40.42	<NA>	<NA>	<NA>	<NA>
12440	12441	일반음식점	07_24_04_P	3310000	3310000-101-2018-00042	20180314	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	27.11	608837	부산광역시 남구 용호동 660-10번지	부산광역시 남구 동명로132번길 38, 1층 (용호동)	48566	형제우동	20180330180310	I	2018-08-31 23:59:59.0	일식	392343.438865	181928.839429	일식	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	27.11	<NA>	<NA>	<NA>	<NA>
20809	20810	일반음식점	07_24_04_P	3250000	3250000-101-2001-03268	20010514	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 4678787	65.02	600013	부산광역시 중구 중앙동3가 9-7번지	부산광역시 중구 대청로 143 (중앙동3가)	48931	엠지(M.G)	20190821101746	U	2019-08-23 02:40:00.0	한식	385521.469912	180110.779896	한식	0	0	기타	기타	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	65.02	<NA>	<NA>	<NA>	<NA>
10734	10735	일반음식점	07_24_04_P	3300000	3300000-101-2009-00093	20090716	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 5223999	37.40	607826	부산광역시 동래구 안락동 465-24번지	부산광역시 동래구 충렬대로459번길 89 (안락동)	47793	테라스	20140407140839	I	2018-08-31 23:59:59.0	분식	392138.488588	190863.668969	분식	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	37.4	<NA>	<NA>	<NA>	<NA>

Overview

Variables

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Space Separator

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Lowercase Letter

Decimal Number

Other Punctuation

Math Symbol

Open Punctuation

Close Punctuation

Space Separator

Dash Punctuation

Letter Number

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Number Forms

Most occurring characters

Most occurring categories

Most frequent character per category