gimi9 Pandas Profiling

Dataset statistics

Number of variables	48
Number of observations	1684
Missing cells	21241
Missing cells (%)	26.3%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	681.0 KiB
Average record size in memory	414.1 B

Variable types

Numeric	11
Categorical	19
Text	6
Unsupported	10
DateTime	1
Boolean	1

Dataset

Description	2021-01-04
Author	지방행정인허가공개데이터
URL	https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901050101123092

Alerts

`개방서비스명` has constant value ""	Constant
`개방서비스id` has constant value ""	Constant
`업태구분명` has constant value ""	Constant
`위생업태명` has constant value ""	Constant
`다중이용업소여부` has constant value ""	Constant
`남성종사자수` is highly imbalanced (66.6%)	Imbalance
`영업장주변구분명` is highly imbalanced (86.0%)	Imbalance
`등급구분명` is highly imbalanced (86.9%)	Imbalance
`본사종업원수` is highly imbalanced (96.6%)	Imbalance
`공장사무직종업원수` is highly imbalanced (97.1%)	Imbalance
`공장판매직종업원수` is highly imbalanced (97.1%)	Imbalance
`공장생산직종업원수` is highly imbalanced (97.1%)	Imbalance
`보증액` is highly imbalanced (96.6%)	Imbalance
`월세액` is highly imbalanced (96.6%)	Imbalance
`인허가취소일자` has 1684 (100.0%) missing values	Missing
`폐업일자` has 701 (41.6%) missing values	Missing
`휴업시작일자` has 1684 (100.0%) missing values	Missing
`휴업종료일자` has 1684 (100.0%) missing values	Missing
`재개업일자` has 1684 (100.0%) missing values	Missing
`소재지전화` has 399 (23.7%) missing values	Missing
`소재지면적` has 519 (30.8%) missing values	Missing
`소재지우편번호` has 65 (3.9%) missing values	Missing
`도로명전체주소` has 570 (33.8%) missing values	Missing
`도로명우편번호` has 587 (34.9%) missing values	Missing
`좌표정보(x)` has 140 (8.3%) missing values	Missing
`좌표정보(y)` has 140 (8.3%) missing values	Missing
`여성종사자수` has 1276 (75.8%) missing values	Missing
`총종업원수` has 1684 (100.0%) missing values	Missing
`건물소유구분명` has 1684 (100.0%) missing values	Missing
`전통업소지정번호` has 1684 (100.0%) missing values	Missing
`전통업소주된음식` has 1684 (100.0%) missing values	Missing
`홈페이지` has 1684 (100.0%) missing values	Missing
`Unnamed: 47` has 1684 (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
`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
`여성종사자수` has 330 (19.6%) zeros	Zeros
`시설총규모` has 566 (33.6%) zeros	Zeros

Reproduction

Analysis started	2024-04-17 05:36:47.395899
Analysis finished	2024-04-17 05:36:48.499063
Duration	1.1 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	1684
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	842.5

Minimum	1
Maximum	1684
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	14.9 KiB

Quantile statistics

Minimum	1
5-th percentile	85.15
Q1	421.75
median	842.5
Q3	1263.25
95-th percentile	1599.85
Maximum	1684
Range	1683
Interquartile range (IQR)	841.5

Descriptive statistics

Standard deviation	486.27324
Coefficient of variation (CV)	0.57717892
Kurtosis	-1.2
Mean	842.5
Median Absolute Deviation (MAD)	421
Skewness	0
Sum	1418770
Variance	236461.67
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	0.1%
1108	1	0.1%
1132	1	0.1%
1131	1	0.1%
1130	1	0.1%
1129	1	0.1%
1128	1	0.1%
1127	1	0.1%
1126	1	0.1%
1125	1	0.1%
Other values (1674)	1674	99.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	0.1%
2	1	0.1%
3	1	0.1%
4	1	0.1%
5	1	0.1%
6	1	0.1%
7	1	0.1%
8	1	0.1%
9	1	0.1%
10	1	0.1%

Value	Count	Frequency (%)
1684	1	0.1%
1683	1	0.1%
1682	1	0.1%
1681	1	0.1%
1680	1	0.1%
1679	1	0.1%
1678	1	0.1%
1677	1	0.1%
1676	1	0.1%
1675	1	0.1%

개방서비스명
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	13.3 KiB

위탁급식영업	1684

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
위탁급식영업	1684	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
위탁급식영업	1684	100.0%

개방서비스id
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	13.3 KiB

07_21_01_P	1684

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	07_21_01_P
2nd row	07_21_01_P
3rd row	07_21_01_P
4th row	07_21_01_P
5th row	07_21_01_P

Common Values

Value	Count	Frequency (%)
07_21_01_P	1684	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
07_21_01_p	1684	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	16
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3342096.2

Minimum	3250000
Maximum	3400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	14.9 KiB

Quantile statistics

Minimum	3250000
5-th percentile	3270000
Q1	3310000
median	3350000
Q3	3360000
95-th percentile	3400000
Maximum	3400000
Range	150000
Interquartile range (IQR)	50000

Descriptive statistics

Standard deviation	37452.29
Coefficient of variation (CV)	0.011206227
Kurtosis	-0.39032617
Mean	3342096.2
Median Absolute Deviation (MAD)	20000
Skewness	-0.54844025
Sum	5.62809 × 10⁹
Variance	1.402674 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3360000	505	30.0%
3340000	181	10.7%
3400000	127	7.5%
3390000	110	6.5%
3330000	109	6.5%
3310000	105	6.2%
3350000	86	5.1%
3290000	84	5.0%
3300000	69	4.1%
3370000	61	3.6%
Other values (6)	247	14.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	16	1.0%
3260000	55	3.3%
3270000	38	2.3%
3280000	55	3.3%
3290000	84	5.0%
3300000	69	4.1%
3310000	105	6.2%
3320000	45	2.7%
3330000	109	6.5%
3340000	181	10.7%

Value	Count	Frequency (%)
3400000	127	7.5%
3390000	110	6.5%
3380000	38	2.3%
3370000	61	3.6%
3360000	505	30.0%
3350000	86	5.1%
3340000	181	10.7%
3330000	109	6.5%
3320000	45	2.7%
3310000	105	6.2%

관리번호
Text

UNIQUE

Distinct	1684
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	13.3 KiB

Length

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

Characters and Unicode

Total characters	37048
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	1684 ?
Unique (%)	100.0%

Sample

1st row	3330000-120-2020-00007
2nd row	3330000-120-2020-00006
3rd row	3330000-120-2020-00005
4th row	3330000-120-2020-00004
5th row	3330000-120-2018-00005

Value	Count	Frequency (%)
3330000-120-2020-00007	1	0.1%
3360000-120-2012-00009	1	0.1%
3360000-120-2007-00039	1	0.1%
3360000-120-2007-00040	1	0.1%
3360000-120-2007-00043	1	0.1%
3360000-120-2007-00045	1	0.1%
3360000-120-2010-00005	1	0.1%
3360000-120-2010-00006	1	0.1%
3360000-120-2010-00012	1	0.1%
3360000-120-2010-00014	1	0.1%
Other values (1674)	1674	99.4%

Most occurring characters

Value	Count	Frequency (%)
0	17594	47.5%
-	5052	13.6%
2	4232	11.4%
3	3853	10.4%
1	3197	8.6%
6	886	2.4%
4	685	1.8%
9	411	1.1%
5	406	1.1%
7	398	1.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	31996	86.4%
Dash Punctuation	5052	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	17594	55.0%
2	4232	13.2%
3	3853	12.0%
1	3197	10.0%
6	886	2.8%
4	685	2.1%
9	411	1.3%
5	406	1.3%
7	398	1.2%
8	334	1.0%

Dash Punctuation

Value	Count	Frequency (%)
-	5052	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	37048	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	17594	47.5%
-	5052	13.6%
2	4232	11.4%
3	3853	10.4%
1	3197	8.6%
6	886	2.4%
4	685	1.8%
9	411	1.1%
5	406	1.1%
7	398	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	37048	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	17594	47.5%
-	5052	13.6%
2	4232	11.4%
3	3853	10.4%
1	3197	8.6%
6	886	2.4%
4	685	1.8%
9	411	1.1%
5	406	1.1%
7	398	1.1%

인허가일자
Real number (ℝ)

Distinct	1150
Distinct (%)	68.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20095218

Minimum	20030521
Maximum	20201229
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	14.9 KiB

Quantile statistics

Minimum	20030521
5-th percentile	20030530
Q1	20040410
median	20081004
Q3	20141006
95-th percentile	20190821
Maximum	20201229
Range	170708
Interquartile range (IQR)	100596.25

Descriptive statistics

Standard deviation	55738.187
Coefficient of variation (CV)	0.002773704
Kurtosis	-1.1970938
Mean	20095218
Median Absolute Deviation (MAD)	49983.5
Skewness	0.38081559
Sum	3.3840348 × 10¹⁰
Variance	3.1067455 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20030602	32	1.9%
20030528	24	1.4%
20030530	17	1.0%
20030527	16	1.0%
20030529	13	0.8%
20031015	12	0.7%
20030616	12	0.7%
20031013	11	0.7%
20030623	11	0.7%
20161101	9	0.5%
Other values (1140)	1527	90.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20030521	1	0.1%
20030522	6	0.4%
20030523	7	0.4%
20030526	4	0.2%
20030527	16	1.0%
20030528	24	1.4%
20030529	13	0.8%
20030530	17	1.0%
20030531	2	0.1%
20030602	32	1.9%

Value	Count	Frequency (%)
20201229	1	0.1%
20201215	2	0.1%
20201211	1	0.1%
20201209	1	0.1%
20201207	1	0.1%
20201201	1	0.1%
20201119	1	0.1%
20201118	1	0.1%
20201111	1	0.1%
20201109	2	0.1%

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1684
Missing (%)	100.0%
Memory size	14.9 KiB

영업상태구분코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	13.3 KiB

3	983
1	701

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 (%)
3	983	58.4%
1	701	41.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	983	58.4%
1	701	41.6%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	13.3 KiB

폐업	983
영업/정상	701

Length

Max length	5
Median length	2
Mean length	3.2488124
Min length	2

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 (%)
폐업	983	58.4%
영업/정상	701	41.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	983	58.4%
영업/정상	701	41.6%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	13.3 KiB

2	983
1	701

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 (%)
2	983	58.4%
1	701	41.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	983	58.4%
1	701	41.6%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	13.3 KiB

폐업	983
영업	701

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 (%)
폐업	983	58.4%
영업	701	41.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	983	58.4%
영업	701	41.6%

폐업일자
Real number (ℝ)

MISSING

Distinct	797
Distinct (%)	81.1%
Missing	701
Missing (%)	41.6%
Infinite	0
Infinite (%)	0.0%
Mean	20122463

Minimum	20030923
Maximum	20201231
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	14.9 KiB

Quantile statistics

Minimum	20030923
5-th percentile	20050526
Q1	20080928
median	20120426
Q3	20161101
95-th percentile	20200194
Maximum	20201231
Range	170308
Interquartile range (IQR)	80173.5

Descriptive statistics

Standard deviation	47068.651
Coefficient of variation (CV)	0.0023391098
Kurtosis	-1.1851089
Mean	20122463
Median Absolute Deviation (MAD)	40108
Skewness	0.035821041
Sum	1.9780381 × 10¹⁰
Variance	2.2154579 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20161101	9	0.5%
20181231	5	0.3%
20171229	5	0.3%
20071001	4	0.2%
20100303	4	0.2%
20120102	4	0.2%
20180531	4	0.2%
20131231	3	0.2%
20151231	3	0.2%
20190430	3	0.2%
Other values (787)	939	55.8%
(Missing)	701	41.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20030923	1	0.1%
20030925	2	0.1%
20031124	1	0.1%
20031231	2	0.1%
20040114	1	0.1%
20040129	1	0.1%
20040203	1	0.1%
20040223	1	0.1%
20040226	1	0.1%
20040227	2	0.1%

Value	Count	Frequency (%)
20201231	2	0.1%
20201202	1	0.1%
20201123	1	0.1%
20201120	2	0.1%
20201111	1	0.1%
20201106	1	0.1%
20201105	2	0.1%
20201103	1	0.1%
20201030	1	0.1%
20201029	1	0.1%

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1684
Missing (%)	100.0%
Memory size	14.9 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1684
Missing (%)	100.0%
Memory size	14.9 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1684
Missing (%)	100.0%
Memory size	14.9 KiB

소재지전화
Text

MISSING

Distinct	1109
Distinct (%)	86.3%
Missing	399
Missing (%)	23.7%
Memory size	13.3 KiB

Length

Max length	12
Median length	12
Mean length	11.297276
Min length	3

Characters and Unicode

Total characters	14517
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	1017 ?
Unique (%)	79.1%

Sample

1st row	051 745 2046
2nd row	051 702 3344
3rd row	051 974 0700
4th row	051 915 7474
5th row	051 714 1322

Value	Count	Frequency (%)
051	1044	33.9%
831	89	2.9%
055	53	1.7%
070	37	1.2%
02	16	0.5%
0102	15	0.5%
973	15	0.5%
2820	14	0.5%
3880	14	0.5%
633	14	0.5%
Other values (1307)	1770	57.4%

Most occurring characters

Value	Count	Frequency (%)
0	2419	16.7%
1	2179	15.0%
5	2016	13.9%
	1813	12.5%
2	1092	7.5%
3	1066	7.3%
8	936	6.4%
7	838	5.8%
6	790	5.4%
4	704	4.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	12704	87.5%
Space Separator	1813	12.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2419	19.0%
1	2179	17.2%
5	2016	15.9%
2	1092	8.6%
3	1066	8.4%
8	936	7.4%
7	838	6.6%
6	790	6.2%
4	704	5.5%
9	664	5.2%

Space Separator

Value	Count	Frequency (%)
	1813	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	14517	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2419	16.7%
1	2179	15.0%
5	2016	13.9%
	1813	12.5%
2	1092	7.5%
3	1066	7.3%
8	936	6.4%
7	838	5.8%
6	790	5.4%
4	704	4.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	14517	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2419	16.7%
1	2179	15.0%
5	2016	13.9%
	1813	12.5%
2	1092	7.5%
3	1066	7.3%
8	936	6.4%
7	838	5.8%
6	790	5.4%
4	704	4.8%

소재지면적
Text

MISSING

Distinct	982
Distinct (%)	84.3%
Missing	519
Missing (%)	30.8%
Memory size	13.3 KiB

Length

Max length	8
Median length	6
Mean length	5.7545064
Min length	3

Characters and Unicode

Total characters	6704
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	873 ?
Unique (%)	74.9%

Sample

1st row	5.66
2nd row	2.39
3rd row	3.88
4th row	17.00
5th row	6.70

Value	Count	Frequency (%)
00	34	2.9%
132.00	7	0.6%
66.00	5	0.4%
165.00	4	0.3%
12.00	4	0.3%
70.00	4	0.3%
168.22	4	0.3%
131.04	4	0.3%
90.00	4	0.3%
300.00	4	0.3%
Other values (972)	1091	93.6%

Most occurring characters

Value	Count	Frequency (%)
0	1168	17.4%
.	1165	17.4%
1	761	11.4%
2	638	9.5%
4	479	7.1%
6	468	7.0%
3	467	7.0%
5	439	6.5%
8	371	5.5%
9	360	5.4%
Other values (2)	388	5.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5510	82.2%
Other Punctuation	1194	17.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1168	21.2%
1	761	13.8%
2	638	11.6%
4	479	8.7%
6	468	8.5%
3	467	8.5%
5	439	8.0%
8	371	6.7%
9	360	6.5%
7	359	6.5%

Other Punctuation

Value	Count	Frequency (%)
.	1165	97.6%
,	29	2.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	6704	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1168	17.4%
.	1165	17.4%
1	761	11.4%
2	638	9.5%
4	479	7.1%
6	468	7.0%
3	467	7.0%
5	439	6.5%
8	371	5.5%
9	360	5.4%
Other values (2)	388	5.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6704	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1168	17.4%
.	1165	17.4%
1	761	11.4%
2	638	9.5%
4	479	7.1%
6	468	7.0%
3	467	7.0%
5	439	6.5%
8	371	5.5%
9	360	5.4%
Other values (2)	388	5.8%

소재지우편번호
Real number (ℝ)

MISSING

Distinct	425
Distinct (%)	26.3%
Missing	65
Missing (%)	3.9%
Infinite	0
Infinite (%)	0.0%
Mean	612920.34

Minimum	600013
Maximum	619953
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	14.9 KiB

Quantile statistics

Minimum	600013
5-th percentile	602702
Q1	607838.5
median	613828
Q3	618280
95-th percentile	618820
Maximum	619953
Range	19940
Interquartile range (IQR)	10441.5

Descriptive statistics

Standard deviation	5833.7192
Coefficient of variation (CV)	0.0095179077
Kurtosis	-1.1892093
Mean	612920.34
Median Absolute Deviation (MAD)	4989
Skewness	-0.46958508
Sum	9.9231803 × 10⁸
Variance	34032280
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
618819	71	4.2%
618817	70	4.2%
618230	60	3.6%
618818	57	3.4%
618820	55	3.3%
604836	47	2.8%
618280	33	2.0%
618220	28	1.7%
618250	19	1.1%
604826	18	1.1%
Other values (415)	1161	68.9%
(Missing)	65	3.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
600013	2	0.1%
600015	2	0.1%
600017	3	0.2%
600023	1	0.1%
600046	1	0.1%
600091	1	0.1%
600814	1	0.1%
600816	5	0.3%
601010	1	0.1%
601050	5	0.3%

Value	Count	Frequency (%)
619953	10	0.6%
619952	16	1.0%
619951	10	0.6%
619913	3	0.2%
619912	1	0.1%
619906	3	0.2%
619904	1	0.1%
619903	1	0.1%
619902	6	0.4%
619901	5	0.3%

소재지전체주소
Text

Distinct	1449
Distinct (%)	86.2%
Missing	4
Missing (%)	0.2%
Memory size	13.3 KiB

Length

Max length	57
Median length	46
Mean length	23.83631
Min length	16

Characters and Unicode

Total characters	40045
Distinct characters	355
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	1277 ?
Unique (%)	76.0%

Sample

1st row	부산광역시 해운대구 우동 1493 센텀시티 몰
2nd row	부산광역시 해운대구 송정동 306-4
3rd row	부산광역시 해운대구 중동 1405-16 그랜드 조선 부산
4th row	부산광역시 해운대구 중동 1227-2 해운대빌딩
5th row	부산광역시 해운대구 석대동 609번지

Value	Count	Frequency (%)
부산광역시	1680	21.8%
강서구	503	6.5%
송정동	260	3.4%
사하구	181	2.3%
기장군	126	1.6%
사상구	110	1.4%
해운대구	109	1.4%
남구	105	1.4%
산	95	1.2%
금정구	85	1.1%
Other values (1855)	4464	57.8%

Most occurring characters

Value	Count	Frequency (%)
	6042	15.1%
산	2063	5.2%
1	1957	4.9%
부	1941	4.8%
동	1838	4.6%
지	1759	4.4%
광	1708	4.3%
시	1697	4.2%
역	1683	4.2%
구	1636	4.1%
Other values (345)	17721	44.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	25072	62.6%
Decimal Number	7349	18.4%
Space Separator	6042	15.1%
Dash Punctuation	1230	3.1%
Uppercase Letter	108	0.3%
Open Punctuation	105	0.3%
Close Punctuation	104	0.3%
Other Punctuation	30	0.1%
Lowercase Letter	4	< 0.1%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
산	2063	8.2%
부	1941	7.7%
동	1838	7.3%
지	1759	7.0%
광	1708	6.8%
시	1697	6.8%
역	1683	6.7%
구	1636	6.5%
번	1567	6.2%
서	591	2.4%
Other values (303)	8589	34.3%

Uppercase Letter

Value	Count	Frequency (%)
B	25	23.1%
A	18	16.7%
I	12	11.1%
C	9	8.3%
T	8	7.4%
K	8	7.4%
S	7	6.5%
L	6	5.6%
H	2	1.9%
R	2	1.9%
Other values (8)	11	10.2%

Decimal Number

Value	Count	Frequency (%)
1	1957	26.6%
2	739	10.1%
5	735	10.0%
4	665	9.0%
3	657	8.9%
6	600	8.2%
0	542	7.4%
7	516	7.0%
8	509	6.9%
9	429	5.8%

Other Punctuation

Value	Count	Frequency (%)
,	19	63.3%
&	5	16.7%
.	3	10.0%
:	2	6.7%
/	1	3.3%

Open Punctuation

Value	Count	Frequency (%)
(	104	99.0%
[	1	1.0%

Close Punctuation

Value	Count	Frequency (%)
)	103	99.0%
]	1	1.0%

Lowercase Letter

Value	Count	Frequency (%)
i	3	75.0%
o	1	25.0%

Space Separator

Value	Count	Frequency (%)
	6042	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1230	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	25072	62.6%
Common	14861	37.1%
Latin	112	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
산	2063	8.2%
부	1941	7.7%
동	1838	7.3%
지	1759	7.0%
광	1708	6.8%
시	1697	6.8%
역	1683	6.7%
구	1636	6.5%
번	1567	6.2%
서	591	2.4%
Other values (303)	8589	34.3%

Common

Value	Count	Frequency (%)
	6042	40.7%
1	1957	13.2%
-	1230	8.3%
2	739	5.0%
5	735	4.9%
4	665	4.5%
3	657	4.4%
6	600	4.0%
0	542	3.6%
7	516	3.5%
Other values (12)	1178	7.9%

Latin

Value	Count	Frequency (%)
B	25	22.3%
A	18	16.1%
I	12	10.7%
C	9	8.0%
T	8	7.1%
K	8	7.1%
S	7	6.2%
L	6	5.4%
i	3	2.7%
H	2	1.8%
Other values (10)	14	12.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	25072	62.6%
ASCII	14973	37.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	6042	40.4%
1	1957	13.1%
-	1230	8.2%
2	739	4.9%
5	735	4.9%
4	665	4.4%
3	657	4.4%
6	600	4.0%
0	542	3.6%
7	516	3.4%
Other values (32)	1290	8.6%

Hangul

Value	Count	Frequency (%)
산	2063	8.2%
부	1941	7.7%
동	1838	7.3%
지	1759	7.0%
광	1708	6.8%
시	1697	6.8%
역	1683	6.7%
구	1636	6.5%
번	1567	6.2%
서	591	2.4%
Other values (303)	8589	34.3%

도로명전체주소
Text

MISSING

Distinct	1031
Distinct (%)	92.5%
Missing	570
Missing (%)	33.8%
Memory size	13.3 KiB

Length

Max length	55
Median length	47
Mean length	29.64632
Min length	20

Characters and Unicode

Total characters	33026
Distinct characters	370
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	959 ?
Unique (%)	86.1%

Sample

1st row	부산광역시 해운대구 센텀4로 15, 센텀시티 몰 지하2층 (우동)
2nd row	부산광역시 해운대구 송정1로7번길 30-5, 1층 일부 (송정동)
3rd row	부산광역시 해운대구 해운대해변로 292, 그랜드 조선 부산 지하2층 일부 (중동)
4th row	부산광역시 해운대구 중동2로10번길 29, 해운대빌딩 3층 301호 (중동)
5th row	부산광역시 해운대구 반송로513번길 66-48, 3층 (석대동)

Value	Count	Frequency (%)
부산광역시	1114	17.5%
강서구	382	6.0%
송정동	186	2.9%
사하구	124	1.9%
1층	109	1.7%
해운대구	81	1.3%
기장군	79	1.2%
사상구	72	1.1%
남구	56	0.9%
금정구	54	0.8%
Other values (1316)	4125	64.6%

Most occurring characters

Value	Count	Frequency (%)
	5268	16.0%
산	1847	5.6%
부	1319	4.0%
동	1303	3.9%
시	1145	3.5%
광	1139	3.4%
역	1116	3.4%
(	1114	3.4%
)	1112	3.4%
로	1100	3.3%
Other values (360)	16563	50.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	20148	61.0%
Space Separator	5268	16.0%
Decimal Number	4645	14.1%
Open Punctuation	1114	3.4%
Close Punctuation	1112	3.4%
Other Punctuation	552	1.7%
Uppercase Letter	97	0.3%
Dash Punctuation	80	0.2%
Math Symbol	5	< 0.1%
Lowercase Letter	5	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
산	1847	9.2%
부	1319	6.5%
동	1303	6.5%
시	1145	5.7%
광	1139	5.7%
역	1116	5.5%
로	1100	5.5%
구	1097	5.4%
대	492	2.4%
서	446	2.2%
Other values (320)	9144	45.4%

Uppercase Letter

Value	Count	Frequency (%)
B	20	20.6%
A	17	17.5%
C	13	13.4%
K	8	8.2%
S	7	7.2%
T	6	6.2%
N	4	4.1%
I	4	4.1%
G	3	3.1%
E	3	3.1%
Other values (8)	12	12.4%

Decimal Number

Value	Count	Frequency (%)
1	1013	21.8%
2	705	15.2%
3	580	12.5%
4	413	8.9%
6	403	8.7%
5	383	8.2%
0	325	7.0%
7	316	6.8%
9	280	6.0%
8	227	4.9%

Lowercase Letter

Value	Count	Frequency (%)
e	2	40.0%
l	1	20.0%
t	1	20.0%
o	1	20.0%

Other Punctuation

Value	Count	Frequency (%)
,	547	99.1%
&	4	0.7%
:	1	0.2%

Space Separator

Value	Count	Frequency (%)
	5268	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1114	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1112	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	80	100.0%

Math Symbol

Value	Count	Frequency (%)
~	5	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	20148	61.0%
Common	12776	38.7%
Latin	102	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
산	1847	9.2%
부	1319	6.5%
동	1303	6.5%
시	1145	5.7%
광	1139	5.7%
역	1116	5.5%
로	1100	5.5%
구	1097	5.4%
대	492	2.4%
서	446	2.2%
Other values (320)	9144	45.4%

Latin

Value	Count	Frequency (%)
B	20	19.6%
A	17	16.7%
C	13	12.7%
K	8	7.8%
S	7	6.9%
T	6	5.9%
N	4	3.9%
I	4	3.9%
G	3	2.9%
E	3	2.9%
Other values (12)	17	16.7%

Common

Value	Count	Frequency (%)
	5268	41.2%
(	1114	8.7%
)	1112	8.7%
1	1013	7.9%
2	705	5.5%
3	580	4.5%
,	547	4.3%
4	413	3.2%
6	403	3.2%
5	383	3.0%
Other values (8)	1238	9.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	20148	61.0%
ASCII	12878	39.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	5268	40.9%
(	1114	8.7%
)	1112	8.6%
1	1013	7.9%
2	705	5.5%
3	580	4.5%
,	547	4.2%
4	413	3.2%
6	403	3.1%
5	383	3.0%
Other values (30)	1340	10.4%

Hangul

Value	Count	Frequency (%)
산	1847	9.2%
부	1319	6.5%
동	1303	6.5%
시	1145	5.7%
광	1139	5.7%
역	1116	5.5%
로	1100	5.5%
구	1097	5.4%
대	492	2.4%
서	446	2.2%
Other values (320)	9144	45.4%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	382
Distinct (%)	34.8%
Missing	587
Missing (%)	34.9%
Infinite	0
Infinite (%)	0.0%
Mean	47485.331

Minimum	46002
Maximum	49526
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	14.9 KiB

Quantile statistics

Minimum	46002
5-th percentile	46034
Q1	46742
median	46942
Q3	48400
95-th percentile	49460
Maximum	49526
Range	3524
Interquartile range (IQR)	1658

Descriptive statistics

Standard deviation	1089.6625
Coefficient of variation (CV)	0.022947349
Kurtosis	-0.98316483
Mean	47485.331
Median Absolute Deviation (MAD)	610
Skewness	0.62140458
Sum	52091408
Variance	1187364.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
46753	44	2.6%
46742	44	2.6%
46752	32	1.9%
46757	30	1.8%
46754	29	1.7%
46751	27	1.6%
46755	23	1.4%
46744	18	1.1%
46027	15	0.9%
46727	14	0.8%
Other values (372)	821	48.8%
(Missing)	587	34.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
46002	2	0.1%
46006	1	0.1%
46014	1	0.1%
46015	3	0.2%
46018	1	0.1%
46019	1	0.1%
46020	10	0.6%
46023	1	0.1%
46026	4	0.2%
46027	15	0.9%

Value	Count	Frequency (%)
49526	6	0.4%
49524	1	0.1%
49523	1	0.1%
49520	1	0.1%
49511	1	0.1%
49500	2	0.1%
49499	4	0.2%
49498	1	0.1%
49491	1	0.1%
49489	3	0.2%

사업장명
Text

Distinct	1570
Distinct (%)	93.2%
Missing	0
Missing (%)	0.0%
Memory size	13.3 KiB

Length

Max length	31
Median length	24
Mean length	11.348575
Min length	2

Characters and Unicode

Total characters	19111
Distinct characters	515
Distinct categories	9 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

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

Unique

Unique	1484 ?
Unique (%)	88.1%

Sample

1st row	신세계푸드(센텀시티몰)
2nd row	푸디스트(주)해운대실버홈점
3rd row	신세계푸드 그랜드조선부산
4th row	주식회사 푸드샘-어르신학교데이케어센터점
5th row	우리식당

Value	Count	Frequency (%)
구내식당	65	2.6%
주)아워홈	40	1.6%
주)풀무원푸드앤컬처	36	1.4%
주)새손	34	1.3%
주)호성식품	31	1.2%
주식회사	30	1.2%
주)동원홈푸드	28	1.1%
주)삼보유통	27	1.1%
주)신세계푸드	17	0.7%
주)현대그린푸드	15	0.6%
Other values (1761)	2206	87.2%

Most occurring characters

Value	Count	Frequency (%)
)	963	5.0%
주	942	4.9%
(	940	4.9%
	846	4.4%
식	713	3.7%
점	521	2.7%
당	491	2.6%
산	421	2.2%
드	412	2.2%
푸	389	2.0%
Other values (505)	12473	65.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	16092	84.2%
Close Punctuation	964	5.0%
Open Punctuation	941	4.9%
Space Separator	846	4.4%
Uppercase Letter	197	1.0%
Decimal Number	34	0.2%
Other Punctuation	24	0.1%
Dash Punctuation	9	< 0.1%
Lowercase Letter	4	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	942	5.9%
식	713	4.4%
점	521	3.2%
당	491	3.1%
산	421	2.6%
드	412	2.6%
푸	389	2.4%
스	386	2.4%
부	384	2.4%
내	339	2.1%
Other values (459)	11094	68.9%

Uppercase Letter

Value	Count	Frequency (%)
S	37	18.8%
C	23	11.7%
T	20	10.2%
K	17	8.6%
F	17	8.6%
G	12	6.1%
N	9	4.6%
J	9	4.6%
E	6	3.0%
B	6	3.0%
Other values (14)	41	20.8%

Decimal Number

Value	Count	Frequency (%)
2	13	38.2%
1	8	23.5%
3	6	17.6%
7	2	5.9%
5	2	5.9%
0	2	5.9%
4	1	2.9%

Other Punctuation

Value	Count	Frequency (%)
.	12	50.0%
&	7	29.2%
/	3	12.5%
·	1	4.2%
,	1	4.2%

Lowercase Letter

Value	Count	Frequency (%)
w	1	25.0%
p	1	25.0%
s	1	25.0%
k	1	25.0%

Close Punctuation

Value	Count	Frequency (%)
)	963	99.9%
]	1	0.1%

Open Punctuation

Value	Count	Frequency (%)
(	940	99.9%
[	1	0.1%

Space Separator

Value	Count	Frequency (%)
	846	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	9	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	16092	84.2%
Common	2818	14.7%
Latin	201	1.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	942	5.9%
식	713	4.4%
점	521	3.2%
당	491	3.1%
산	421	2.6%
드	412	2.6%
푸	389	2.4%
스	386	2.4%
부	384	2.4%
내	339	2.1%
Other values (459)	11094	68.9%

Latin

Value	Count	Frequency (%)
S	37	18.4%
C	23	11.4%
T	20	10.0%
K	17	8.5%
F	17	8.5%
G	12	6.0%
N	9	4.5%
J	9	4.5%
E	6	3.0%
B	6	3.0%
Other values (18)	45	22.4%

Common

Value	Count	Frequency (%)
)	963	34.2%
(	940	33.4%
	846	30.0%
2	13	0.5%
.	12	0.4%
-	9	0.3%
1	8	0.3%
&	7	0.2%
3	6	0.2%
/	3	0.1%
Other values (8)	11	0.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	16092	84.2%
ASCII	3018	15.8%
None	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
)	963	31.9%
(	940	31.1%
	846	28.0%
S	37	1.2%
C	23	0.8%
T	20	0.7%
K	17	0.6%
F	17	0.6%
2	13	0.4%
G	12	0.4%
Other values (35)	130	4.3%

Hangul

Value	Count	Frequency (%)
주	942	5.9%
식	713	4.4%
점	521	3.2%
당	491	3.1%
산	421	2.6%
드	412	2.6%
푸	389	2.4%
스	386	2.4%
부	384	2.4%
내	339	2.1%
Other values (459)	11094	68.9%

None

Value	Count	Frequency (%)
·	1	100.0%

최종수정시점
Real number (ℝ)

Distinct	1550
Distinct (%)	92.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0135888 × 10¹³

Minimum	2.0030522 × 10¹³
Maximum	2.0201231 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	14.9 KiB

Quantile statistics

Minimum	2.0030522 × 10¹³
5-th percentile	2.003101 × 10¹³
Q1	2.0081019 × 10¹³
median	2.0150928 × 10¹³
Q3	2.0190211 × 10¹³
95-th percentile	2.0200822 × 10¹³
Maximum	2.0201231 × 10¹³
Range	1.7070917 × 10¹¹
Interquartile range (IQR)	1.0919246 × 10¹¹

Descriptive statistics

Standard deviation	5.7021577 × 10¹⁰
Coefficient of variation (CV)	0.0028318381
Kurtosis	-1.1718446
Mean	2.0135888 × 10¹³
Median Absolute Deviation (MAD)	4.0222429 × 10¹⁰
Skewness	-0.4942045
Sum	3.3908836 × 10¹⁶
Variance	3.2514602 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20041004000000	20	1.2%
20030602000000	14	0.8%
20040416000000	8	0.5%
20070601000000	7	0.4%
20030616000000	7	0.4%
20040805000000	6	0.4%
20050203000000	5	0.3%
20030623000000	5	0.3%
20030530000000	5	0.3%
20030528000000	5	0.3%
Other values (1540)	1602	95.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20030522000000	1	0.1%
20030523000000	2	0.1%
20030526000000	3	0.2%
20030527000000	3	0.2%
20030528000000	5	0.3%
20030529000000	2	0.1%
20030530000000	5	0.3%
20030602000000	14	0.8%
20030605000000	2	0.1%
20030609000000	1	0.1%

Value	Count	Frequency (%)
20201231172751	1	0.1%
20201231142007	1	0.1%
20201231135322	1	0.1%
20201231093112	1	0.1%
20201229163817	1	0.1%
20201229132026	1	0.1%
20201228144426	1	0.1%
20201228144332	1	0.1%
20201224140215	1	0.1%
20201218194645	1	0.1%

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	13.3 KiB

I	1213
U	471

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
I	1213	72.0%
U	471	28.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	1213	72.0%
u	471	28.0%

데이터갱신일자
Date

Distinct	305
Distinct (%)	18.1%
Missing	0
Missing (%)	0.0%
Memory size	13.3 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

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	13.3 KiB

위탁급식영업	1684

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
위탁급식영업	1684	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
위탁급식영업	1684	100.0%

좌표정보(x)
Real number (ℝ)

MISSING

Distinct	1108
Distinct (%)	71.8%
Missing	140
Missing (%)	8.3%
Infinite	0
Infinite (%)	0.0%
Mean	382310.54

Minimum	365010.39
Maximum	407785.94
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	14.9 KiB

Quantile statistics

Minimum	365010.39
5-th percentile	366621.37
Q1	371065.51
median	383088.97
Q3	389910.43
95-th percentile	399055.46
Maximum	407785.94
Range	42775.552
Interquartile range (IQR)	18844.922

Descriptive statistics

Standard deviation	10543.673
Coefficient of variation (CV)	0.027578817
Kurtosis	-0.95589865
Mean	382310.54
Median Absolute Deviation (MAD)	8074.6037
Skewness	0.0020808913
Sum	5.9028748 × 10⁸
Variance	1.1116903 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
382570.401135476	14	0.8%
391796.495138673	12	0.7%
366543.906759876	9	0.5%
389811.392307835	8	0.5%
388199.207334794	7	0.4%
389087.131613449	6	0.4%
383317.542366441	6	0.4%
384030.498741004	6	0.4%
381979.829708763	5	0.3%
380039.42787448	5	0.3%
Other values (1098)	1466	87.1%
(Missing)	140	8.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
365010.390597385	1	0.1%
365093.532168897	1	0.1%
365094.004922601	1	0.1%
365115.866440903	4	0.2%
365292.225416155	2	0.1%
365307.209621952	1	0.1%
365331.554111646	1	0.1%
365359.221940167	2	0.1%
365395.142740959	1	0.1%
365399.645488953	1	0.1%

Value	Count	Frequency (%)
407785.942175253	1	0.1%
407533.057972118	2	0.1%
406868.288952732	1	0.1%
406242.577428169	4	0.2%
405967.49653678	1	0.1%
405914.665215376	1	0.1%
405900.785278243	1	0.1%
405732.292736473	2	0.1%
405651.592697969	1	0.1%
405621.168961124	1	0.1%

좌표정보(y)
Real number (ℝ)

MISSING

Distinct	1108
Distinct (%)	71.8%
Missing	140
Missing (%)	8.3%
Infinite	0
Infinite (%)	0.0%
Mean	185055.07

Minimum	174279.76
Maximum	210424.66
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	14.9 KiB

Quantile statistics

Minimum	174279.76
5-th percentile	177113.56
Q1	178899.67
median	183989.42
Q3	189021.45
95-th percentile	203778.51
Maximum	210424.66
Range	36144.896
Interquartile range (IQR)	10121.787

Descriptive statistics

Standard deviation	7404.8598
Coefficient of variation (CV)	0.040014359
Kurtosis	0.77869311
Mean	185055.07
Median Absolute Deviation (MAD)	5090.1475
Skewness	1.0769998
Sum	2.8572502 × 10⁸
Variance	54831949
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
187570.045156033	14	0.8%
183632.373950837	12	0.7%
177215.872329016	9	0.5%
180523.822532435	8	0.5%
194848.323369342	7	0.4%
198411.005541894	6	0.4%
185013.86379536	6	0.4%
179806.024724594	6	0.4%
180171.574433073	5	0.3%
185929.061224432	5	0.3%
Other values (1098)	1466	87.1%
(Missing)	140	8.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
174279.764300288	2	0.1%
174282.637515014	1	0.1%
174294.918563971	1	0.1%
174315.265600106	3	0.2%
174355.708212487	2	0.1%
174406.140455233	1	0.1%
174554.282651552	1	0.1%
174579.426185065	1	0.1%
174683.069423816	1	0.1%
174689.221061664	1	0.1%

Value	Count	Frequency (%)
210424.660206307	1	0.1%
210246.141637797	1	0.1%
210015.613769918	1	0.1%
209053.527592549	1	0.1%
207205.169188125	1	0.1%
206785.626185688	1	0.1%
206475.252052201	2	0.1%
205878.362596249	1	0.1%
205815.507582338	1	0.1%
205725.080113219	2	0.1%

위생업태명
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	13.3 KiB

위탁급식영업	1684

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
위탁급식영업	1684	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
위탁급식영업	1684	100.0%

남성종사자수
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	13.3 KiB

<NA>	1297
0	365
1	17
2	3
3	1

Length

Max length	4
Median length	4
Mean length	3.3105701
Min length	1

Unique

Unique	2 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1297	77.0%
0	365	21.7%
1	17	1.0%
2	3	0.2%
3	1	0.1%
5	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1297	77.0%
0	365	21.7%
1	17	1.0%
2	3	0.2%
3	1	0.1%
5	1	0.1%

여성종사자수
Real number (ℝ)

MISSING ZEROS

Distinct	15
Distinct (%)	3.7%
Missing	1276
Missing (%)	75.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.78676471

Minimum	0
Maximum	20
Zeros	330
Zeros (%)	19.6%
Negative	0
Negative (%)	0.0%
Memory size	14.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	4
Maximum	20
Range	20
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.2058937
Coefficient of variation (CV)	2.8037527
Kurtosis	22.76693
Mean	0.78676471
Median Absolute Deviation (MAD)	0
Skewness	4.2196529
Sum	321
Variance	4.8659669
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
0	330	19.6%
2	20	1.2%
4	15	0.9%
3	13	0.8%
1	11	0.7%
7	4	0.2%
6	3	0.2%
12	3	0.2%
5	2	0.1%
8	2	0.1%
Other values (5)	5	0.3%
(Missing)	1276	75.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	330	19.6%
1	11	0.7%
2	20	1.2%
3	13	0.8%
4	15	0.9%
5	2	0.1%
6	3	0.2%
7	4	0.2%
8	2	0.1%
9	1	0.1%

Value	Count	Frequency (%)
20	1	0.1%
13	1	0.1%
12	3	0.2%
11	1	0.1%
10	1	0.1%
9	1	0.1%
8	2	0.1%
7	4	0.2%
6	3	0.2%
5	2	0.1%

영업장주변구분명
Categorical

IMBALANCE

Distinct	8
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	13.3 KiB

<NA>	1575
기타	88
주택가주변	7
아파트지역	5
학교정화(절대)	4
Other values (3)	5

Length

Max length	8
Median length	4
Mean length	3.9233967
Min length	2

Unique

Unique	2 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1575	93.5%
기타	88	5.2%
주택가주변	7	0.4%
아파트지역	5	0.3%
학교정화(절대)	4	0.2%
유흥업소밀집지역	3	0.2%
학교정화(상대)	1	0.1%
결혼예식장주변	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1575	93.5%
기타	88	5.2%
주택가주변	7	0.4%
아파트지역	5	0.3%
학교정화(절대	4	0.2%
유흥업소밀집지역	3	0.2%
학교정화(상대	1	0.1%
결혼예식장주변	1	0.1%

등급구분명
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	13.3 KiB

<NA>	1637
자율	33
기타	14

Length

Max length	4
Median length	4
Mean length	3.9441805
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>	1637	97.2%
자율	33	2.0%
기타	14	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1637	97.2%
자율	33	2.0%
기타	14	0.8%

급수시설구분명
Categorical

Distinct	4
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	13.3 KiB

<NA>	1073
상수도전용	585
지하수전용	23
상수도(음용)지하수(주방용)겸용	3

Length

Max length	17
Median length	4
Mean length	4.3842043
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1073	63.7%
상수도전용	585	34.7%
지하수전용	23	1.4%
상수도(음용)지하수(주방용)겸용	3	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1073	63.7%
상수도전용	585	34.7%
지하수전용	23	1.4%
상수도(음용)지하수(주방용)겸용	3	0.2%

총종업원수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1684
Missing (%)	100.0%
Memory size	14.9 KiB

본사종업원수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	13.3 KiB

<NA>	1678
0	6

Length

Max length	4
Median length	4
Mean length	3.9893112
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1678	99.6%
0	6	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1678	99.6%
0	6	0.4%

공장사무직종업원수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	13.3 KiB

<NA>	1679
0	5

Length

Max length	4
Median length	4
Mean length	3.9910926
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1679	99.7%
0	5	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1679	99.7%
0	5	0.3%

공장판매직종업원수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	13.3 KiB

<NA>	1679
0	5

Length

Max length	4
Median length	4
Mean length	3.9910926
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1679	99.7%
0	5	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1679	99.7%
0	5	0.3%

공장생산직종업원수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	13.3 KiB

<NA>	1679
0	5

Length

Max length	4
Median length	4
Mean length	3.9910926
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1679	99.7%
0	5	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1679	99.7%
0	5	0.3%

건물소유구분명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1684
Missing (%)	100.0%
Memory size	14.9 KiB

보증액
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	13.3 KiB

<NA>	1678
0	6

Length

Max length	4
Median length	4
Mean length	3.9893112
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1678	99.6%
0	6	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1678	99.6%
0	6	0.4%

월세액
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	13.3 KiB

<NA>	1678
0	6

Length

Max length	4
Median length	4
Mean length	3.9893112
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1678	99.6%
0	6	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1678	99.6%
0	6	0.4%

다중이용업소여부
Boolean

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.8 KiB

False	1684

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	1684	100.0%

시설총규모
Real number (ℝ)

ZEROS

Distinct	971
Distinct (%)	57.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	183.8308

Minimum	0
Maximum	4950
Zeros	566
Zeros (%)	33.6%
Negative	0
Negative (%)	0.0%
Memory size	14.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	116.05
Q3	252.985
95-th percentile	602.55
Maximum	4950
Range	4950
Interquartile range (IQR)	252.985

Descriptive statistics

Standard deviation	291.80574
Coefficient of variation (CV)	1.5873605
Kurtosis	63.480633
Mean	183.8308
Median Absolute Deviation (MAD)	116.05
Skewness	5.8274006
Sum	309571.06
Variance	85150.587
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	566	33.6%
132.0	7	0.4%
168.22	4	0.2%
70.0	4	0.2%
131.04	4	0.2%
90.0	4	0.2%
66.0	4	0.2%
165.0	4	0.2%
264.0	4	0.2%
300.0	4	0.2%
Other values (961)	1079	64.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	566	33.6%
2.39	1	0.1%
3.88	1	0.1%
5.5	1	0.1%
5.66	1	0.1%
5.78	1	0.1%
5.94	1	0.1%
6.0	3	0.2%
6.3	1	0.1%
6.6	1	0.1%

Value	Count	Frequency (%)
4950.0	1	0.1%
3412.2	1	0.1%
2923.72	1	0.1%
2593.8	1	0.1%
2115.0	1	0.1%
2088.92	1	0.1%
2036.23	1	0.1%
1932.68	1	0.1%
1914.0	1	0.1%
1592.96	1	0.1%

전통업소지정번호
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1684
Missing (%)	100.0%
Memory size	14.9 KiB

전통업소주된음식
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1684
Missing (%)	100.0%
Memory size	14.9 KiB

홈페이지
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1684
Missing (%)	100.0%
Memory size	14.9 KiB

Unnamed: 47
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1684
Missing (%)	100.0%
Memory size	14.9 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
0	1	위탁급식영업	07_21_01_P	3330000	3330000-120-2020-00007	20201207	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 745 2046	5.66	612020	부산광역시 해운대구 우동 1493 센텀시티 몰	부산광역시 해운대구 센텀4로 15, 센텀시티 몰 지하2층 (우동)	48058	신세계푸드(센텀시티몰)	20201224140215	U	2020-12-26 02:40:00.0	위탁급식영업	393825.077518	187704.240303	위탁급식영업	<NA>	<NA>	<NA>	자율	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	5.66	<NA>	<NA>	<NA>	<NA>
1	2	위탁급식영업	07_21_01_P	3330000	3330000-120-2020-00006	20200928	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 702 3344	2.39	612040	부산광역시 해운대구 송정동 306-4	부산광역시 해운대구 송정1로7번길 30-5, 1층 일부 (송정동)	48068	푸디스트(주)해운대실버홈점	20201008143801	U	2020-10-10 02:40:00.0	위탁급식영업	400139.91814	189094.280885	위탁급식영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	2.39	<NA>	<NA>	<NA>	<NA>
2	3	위탁급식영업	07_21_01_P	3330000	3330000-120-2020-00005	20200922	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	3.88	612846	부산광역시 해운대구 중동 1405-16 그랜드 조선 부산	부산광역시 해운대구 해운대해변로 292, 그랜드 조선 부산 지하2층 일부 (중동)	48099	신세계푸드 그랜드조선부산	20200928131840	U	2020-09-30 02:40:00.0	위탁급식영업	397022.97155	186692.064622	위탁급식영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	3.88	<NA>	<NA>	<NA>	<NA>
3	4	위탁급식영업	07_21_01_P	3330000	3330000-120-2020-00004	20200902	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 974 0700	17.00	612847	부산광역시 해운대구 중동 1227-2 해운대빌딩	부산광역시 해운대구 중동2로10번길 29, 해운대빌딩 3층 301호 (중동)	48096	주식회사 푸드샘-어르신학교데이케어센터점	20200902132449	I	2020-09-04 00:23:13.0	위탁급식영업	397263.861949	187085.533914	위탁급식영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	17.0	<NA>	<NA>	<NA>	<NA>
4	5	위탁급식영업	07_21_01_P	3330000	3330000-120-2018-00005	20180914	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	6.70	612070	부산광역시 해운대구 석대동 609번지	부산광역시 해운대구 반송로513번길 66-48, 3층 (석대동)	48002	우리식당	20180921112616	U	2018-09-21 23:59:59.0	위탁급식영업	392951.789079	193732.190684	위탁급식영업	1	2	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	6.7	<NA>	<NA>	<NA>	<NA>
5	6	위탁급식영업	07_21_01_P	3330000	3330000-120-2020-00003	20200828	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 915 7474	27.59	612836	부산광역시 해운대구 좌동 1461-1 울트라타워 4층	부산광역시 해운대구 좌동로 88, 울트라타워 4층 (좌동)	48106	다조에프앤에스	20200902131319	U	2020-09-04 02:40:00.0	위탁급식영업	398074.12757	188030.04337	위탁급식영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	27.59	<NA>	<NA>	<NA>	<NA>
6	7	위탁급식영업	07_21_01_P	3330000	3330000-120-2020-00001	20200313	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	3.05	612010	부산광역시 해운대구 중동 1829번지 엘시티	부산광역시 해운대구 달맞이길 30, 지하1층 (중동, 엘시티)	48099	롯데푸드 (주) 호텔시그니엘부산점	20200326164916	U	2020-03-28 02:40:00.0	위탁급식영업	<NA>	<NA>	위탁급식영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>
7	8	위탁급식영업	07_21_01_P	3330000	3330000-120-2019-00008	20191004	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 714 1322	10.96	612020	부산광역시 해운대구 우동 1466-2번지 영상산업센터	부산광역시 해운대구 센텀서로 39, 영상산업센터 4층 (우동)	48058	(주)가내찬 영상산업센터점	20191008141642	U	2019-10-10 02:40:00.0	위탁급식영업	393674.032956	187973.297243	위탁급식영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	10.96	<NA>	<NA>	<NA>	<NA>
8	9	위탁급식영업	07_21_01_P	3330000	3330000-120-2018-00004	20180615	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 797 6695	18.10	612070	부산광역시 해운대구 석대동 621번지	부산광역시 해운대구 반송로513번길 66-25, 삼원FA 식당 4층 (석대동)	48002	엠푸드	20180620115719	I	2018-08-31 23:59:59.0	위탁급식영업	392845.379088	193497.363587	위탁급식영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	18.1	<NA>	<NA>	<NA>	<NA>
9	10	위탁급식영업	07_21_01_P	3330000	3330000-120-2019-00007	20190926	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 746 1065	25.64	612820	부산광역시 해운대구 우동 524-5번지 에이치스위트 해운대	부산광역시 해운대구 해운대로 601, 에이치스위트 해운대 B동 3층 (우동)	48087	에이치스위트 해운대점	20191008141259	U	2019-10-10 02:40:00.0	위탁급식영업	396451.865582	186987.11881	위탁급식영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	25.64	<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
1674	1675	위탁급식영업	07_21_01_P	3300000	3300000-120-2003-00010	20030902	<NA>	3	폐업	2	폐업	20070104	<NA>	<NA>	<NA>	051 5281749	<NA>	607810	부산광역시 동래구 명장동 산 14-2번지	<NA>	<NA>	주)진아 혜화여고 급식소	20030902000000	I	2018-08-31 23:59:59.0	위탁급식영업	<NA>	<NA>	위탁급식영업	0	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>
1675	1676	위탁급식영업	07_21_01_P	3250000	3250000-120-2005-00001	20050705	<NA>	3	폐업	2	폐업	20081001	<NA>	<NA>	<NA>	<NA>	9.62	600015	부산광역시 중구 중앙동5가 15-1번지	<NA>	<NA>	(주)이씨엠디증권선물거래소	20050705000000	I	2018-08-31 23:59:59.0	위탁급식영업	385768.102867	179934.163457	위탁급식영업	1	4	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	9.62	<NA>	<NA>	<NA>	<NA>
1676	1677	위탁급식영업	07_21_01_P	3250000	3250000-120-2003-00005	20031224	<NA>	3	폐업	2	폐업	20160224	<NA>	<NA>	<NA>	051468 7985	<NA>	600013	부산광역시 중구 중앙동3가 1번지	부산광역시 중구 중앙대로 63 (중앙동3가)	48931	다와푸드	20130725144023	I	2018-08-31 23:59:59.0	위탁급식영업	385561.650139	180152.738082	위탁급식영업	0	0	기타	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>
1677	1678	위탁급식영업	07_21_01_P	3250000	3250000-120-2003-00004	20031106	<NA>	3	폐업	2	폐업	20120601	<NA>	<NA>	<NA>	051 6033455	169.84	600816	부산광역시 중구 중앙동4가 79-9번지	부산광역시 중구 충장대로9번길 46 (중앙동4가)	48936	(주)신세계푸드한진해운부산	20120127154403	I	2018-08-31 23:59:59.0	위탁급식영업	385801.526605	180799.204372	위탁급식영업	0	0	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	169.84	<NA>	<NA>	<NA>	<NA>
1678	1679	위탁급식영업	07_21_01_P	3250000	3250000-120-2003-00002	20030528	<NA>	3	폐업	2	폐업	20130724	<NA>	<NA>	<NA>	051 2403782	<NA>	600091	부산광역시 중구 대청동1가 44번지	부산광역시 중구 대청로 112 (대청동1가)	48949	한국은행부산지점	20120127154021	I	2018-08-31 23:59:59.0	위탁급식영업	385221.047714	180047.419477	위탁급식영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>
1679	1680	위탁급식영업	07_21_01_P	3250000	3250000-120-2014-00001	20140826	<NA>	3	폐업	2	폐업	20201106	<NA>	<NA>	<NA>	051 250 2926	201.11	600017	부산광역시 중구 중앙동7가 20-1	부산광역시 중구 중앙대로 2, 3층 (중앙동7가, 롯데몰마트시네마동)	48944	롯데푸드(주)마트광복	20201106095558	U	2020-11-08 02:40:00.0	위탁급식영업	385590.814677	179553.867032	위탁급식영업	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	201.11	<NA>	<NA>	<NA>	<NA>
1680	1681	위탁급식영업	07_21_01_P	3250000	3250000-120-2012-00001	20120601	<NA>	3	폐업	2	폐업	20170630	<NA>	<NA>	<NA>	051 603 3456	589.21	600816	부산광역시 중구 중앙동4가 79-9번지 한진해운 지하1층	부산광역시 중구 충장대로9번길 46, 지하1층 (중앙동4가, 한진해운 내)	48936	(주)신세계푸드 한진해운부산	20170630140050	I	2018-08-31 23:59:59.0	위탁급식영업	385801.526605	180799.204372	위탁급식영업	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	589.21	<NA>	<NA>	<NA>	<NA>
1681	1682	위탁급식영업	07_21_01_P	3250000	3250000-120-2011-00001	20111209	<NA>	3	폐업	2	폐업	20150911	<NA>	<NA>	<NA>	070 77065826	194.94	600046	부산광역시 중구 남포동6가 63번지	부산광역시 중구 구덕로 90 (남포동6가)	48981	바른정형외과점	20150716144057	I	2018-08-31 23:59:59.0	위탁급식영업	384670.317658	179489.43507	위탁급식영업	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	194.94	<NA>	<NA>	<NA>	<NA>
1682	1683	위탁급식영업	07_21_01_P	3250000	3250000-120-2009-00002	20091211	<NA>	3	폐업	2	폐업	20200630	<NA>	<NA>	<NA>	051 6782089	499.71	600017	부산광역시 중구 중앙동7가 20-1 외 110필지 롯데백화점	부산광역시 중구 중앙대로 2 (중앙동7가, 외 110필지 롯데백화점)	48944	(주) 엠푸드 롯데백화점 광복지점	20200630152536	U	2020-07-02 02:40:00.0	위탁급식영업	385590.814677	179553.867032	위탁급식영업	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	499.71	<NA>	<NA>	<NA>	<NA>
1683	1684	위탁급식영업	07_21_01_P	3250000	3250000-120-2007-00001	20070424	<NA>	3	폐업	2	폐업	20100614	<NA>	<NA>	<NA>	051 2446059	46.02	600023	부산광역시 중구 동광동3가 1-2번지	<NA>	<NA>	선미식품	20070424000000	I	2018-08-31 23:59:59.0	위탁급식영업	385426.971852	180059.930553	위탁급식영업	0	0	기타	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	46.02	<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

Decimal Number

Other Punctuation

Open Punctuation

Close Punctuation

Lowercase Letter

Space Separator

Dash Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter