gimi9 Pandas Profiling

Dataset statistics

Number of variables	48
Number of observations	1700
Missing cells	21434
Missing cells (%)	26.3%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	687.4 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	2021-05-01
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
`다중이용업소여부` has constant value ""	Constant
`업태구분명` is highly imbalanced (99.3%)	Imbalance
`위생업태명` is highly imbalanced (99.3%)	Imbalance
`남성종사자수` is highly imbalanced (66.7%)	Imbalance
`영업장주변구분명` is highly imbalanced (86.1%)	Imbalance
`등급구분명` is highly imbalanced (87.0%)	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 1700 (100.0%) missing values	Missing
`폐업일자` has 706 (41.5%) missing values	Missing
`휴업시작일자` has 1700 (100.0%) missing values	Missing
`휴업종료일자` has 1700 (100.0%) missing values	Missing
`재개업일자` has 1700 (100.0%) missing values	Missing
`소재지전화` has 410 (24.1%) missing values	Missing
`소재지면적` has 521 (30.6%) missing values	Missing
`소재지우편번호` has 65 (3.8%) missing values	Missing
`도로명전체주소` has 570 (33.5%) missing values	Missing
`도로명우편번호` has 586 (34.5%) missing values	Missing
`좌표정보(x)` has 140 (8.2%) missing values	Missing
`좌표정보(y)` has 140 (8.2%) missing values	Missing
`여성종사자수` has 1292 (76.0%) missing values	Missing
`총종업원수` has 1700 (100.0%) missing values	Missing
`건물소유구분명` has 1700 (100.0%) missing values	Missing
`전통업소지정번호` has 1700 (100.0%) missing values	Missing
`전통업소주된음식` has 1700 (100.0%) missing values	Missing
`홈페이지` has 1700 (100.0%) missing values	Missing
`Unnamed: 47` has 1700 (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 (19.4%) zeros	Zeros
`시설총규모` has 571 (33.6%) zeros	Zeros

Reproduction

Analysis started	2024-04-17 05:35:48.928355
Analysis finished	2024-04-17 05:35:50.030773
Duration	1.1 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	1700
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	850.5

Minimum	1
Maximum	1700
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.1 KiB

Quantile statistics

Minimum	1
5-th percentile	85.95
Q1	425.75
median	850.5
Q3	1275.25
95-th percentile	1615.05
Maximum	1700
Range	1699
Interquartile range (IQR)	849.5

Descriptive statistics

Standard deviation	490.89205
Coefficient of variation (CV)	0.57718054
Kurtosis	-1.2
Mean	850.5
Median Absolute Deviation (MAD)	425
Skewness	0
Sum	1445850
Variance	240975
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	0.1%
1144	1	0.1%
1142	1	0.1%
1141	1	0.1%
1140	1	0.1%
1139	1	0.1%
1138	1	0.1%
1137	1	0.1%
1136	1	0.1%
1135	1	0.1%
Other values (1690)	1690	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 (%)
1700	1	0.1%
1699	1	0.1%
1698	1	0.1%
1697	1	0.1%
1696	1	0.1%
1695	1	0.1%
1694	1	0.1%
1693	1	0.1%
1692	1	0.1%
1691	1	0.1%

개방서비스명
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	13.4 KiB

위탁급식영업	1700

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	1700	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
위탁급식영업	1700	100.0%

개방서비스id
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	13.4 KiB

07_21_01_P	1700

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	1700	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
07_21_01_p	1700	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	16
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3342100

Minimum	3250000
Maximum	3400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.1 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	37463.759
Coefficient of variation (CV)	0.011209646
Kurtosis	-0.40058284
Mean	3342100
Median Absolute Deviation (MAD)	20000
Skewness	-0.54525549
Sum	5.68157 × 10⁹
Variance	1.4035333 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3360000	508	29.9%
3340000	183	10.8%
3400000	127	7.5%
3390000	114	6.7%
3330000	110	6.5%
3310000	105	6.2%
3290000	86	5.1%
3350000	86	5.1%
3300000	71	4.2%
3370000	62	3.6%
Other values (6)	248	14.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	16	0.9%
3260000	55	3.2%
3270000	38	2.2%
3280000	56	3.3%
3290000	86	5.1%
3300000	71	4.2%
3310000	105	6.2%
3320000	45	2.6%
3330000	110	6.5%
3340000	183	10.8%

Value	Count	Frequency (%)
3400000	127	7.5%
3390000	114	6.7%
3380000	38	2.2%
3370000	62	3.6%
3360000	508	29.9%
3350000	86	5.1%
3340000	183	10.8%
3330000	110	6.5%
3320000	45	2.6%
3310000	105	6.2%

관리번호
Text

UNIQUE

Distinct	1700
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	13.4 KiB

Length

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

Characters and Unicode

Total characters	37400
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	1700 ?
Unique (%)	100.0%

Sample

1st row	3250000-120-2008-00001
2nd row	3250000-120-2009-00001
3rd row	3250000-120-2003-00001
4th row	3250000-120-2003-00003
5th row	3250000-120-2006-00001

Value	Count	Frequency (%)
3250000-120-2008-00001	1	0.1%
3360000-120-2004-00022	1	0.1%
3360000-120-2005-00015	1	0.1%
3360000-120-2004-00016	1	0.1%
3360000-120-2004-00013	1	0.1%
3360000-120-2004-00012	1	0.1%
3360000-120-2004-00011	1	0.1%
3360000-120-2016-00011	1	0.1%
3360000-120-2004-00001	1	0.1%
3360000-120-2003-00066	1	0.1%
Other values (1690)	1690	99.4%

Most occurring characters

Value	Count	Frequency (%)
0	17756	47.5%
-	5100	13.6%
2	4288	11.5%
3	3885	10.4%
1	3237	8.7%
6	889	2.4%
4	688	1.8%
9	417	1.1%
5	406	1.1%
7	399	1.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	32300	86.4%
Dash Punctuation	5100	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	17756	55.0%
2	4288	13.3%
3	3885	12.0%
1	3237	10.0%
6	889	2.8%
4	688	2.1%
9	417	1.3%
5	406	1.3%
7	399	1.2%
8	335	1.0%

Dash Punctuation

Value	Count	Frequency (%)
-	5100	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	37400	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	17756	47.5%
-	5100	13.6%
2	4288	11.5%
3	3885	10.4%
1	3237	8.7%
6	889	2.4%
4	688	1.8%
9	417	1.1%
5	406	1.1%
7	399	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	37400	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	17756	47.5%
-	5100	13.6%
2	4288	11.5%
3	3885	10.4%
1	3237	8.7%
6	889	2.4%
4	688	1.8%
9	417	1.1%
5	406	1.1%
7	399	1.1%

인허가일자
Real number (ℝ)

Distinct	1163
Distinct (%)	68.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20096300

Minimum	20030521
Maximum	20210331
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.1 KiB

Quantile statistics

Minimum	20030521
5-th percentile	20030530
Q1	20040414
median	20081117
Q3	20141218
95-th percentile	20191119
Maximum	20210331
Range	179810
Interquartile range (IQR)	100804

Descriptive statistics

Standard deviation	56575.321
Coefficient of variation (CV)	0.0028152108
Kurtosis	-1.1882411
Mean	20096300
Median Absolute Deviation (MAD)	50095
Skewness	0.38237677
Sum	3.416371 × 10¹⁰
Variance	3.2007669 × 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	0.9%
20030529	13	0.8%
20031015	12	0.7%
20030616	12	0.7%
20031013	11	0.6%
20030623	11	0.6%
20161101	9	0.5%
Other values (1153)	1543	90.8%

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	0.9%
20030528	24	1.4%
20030529	13	0.8%
20030530	17	1.0%
20030531	2	0.1%
20030602	32	1.9%

Value	Count	Frequency (%)
20210331	1	0.1%
20210309	1	0.1%
20210225	1	0.1%
20210215	1	0.1%
20210209	1	0.1%
20210208	1	0.1%
20210203	1	0.1%
20210129	3	0.2%
20210125	2	0.1%
20210122	1	0.1%

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1700
Missing (%)	100.0%
Memory size	15.1 KiB

영업상태구분코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	13.4 KiB

3	994
1	706

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	994	58.5%
1	706	41.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	994	58.5%
1	706	41.5%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	13.4 KiB

폐업	994
영업/정상	706

Length

Max length	5
Median length	2
Mean length	3.2458824
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	994	58.5%
영업/정상	706	41.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	994	58.5%
영업/정상	706	41.5%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	13.4 KiB

2	994
1	706

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	994	58.5%
1	706	41.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	994	58.5%
1	706	41.5%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	13.4 KiB

폐업	994
영업	706

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	994	58.5%
영업	706	41.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	994	58.5%
영업	706	41.5%

폐업일자
Real number (ℝ)

MISSING

Distinct	808
Distinct (%)	81.3%
Missing	706
Missing (%)	41.5%
Infinite	0
Infinite (%)	0.0%
Mean	20123434

Minimum	20030923
Maximum	20210323
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.1 KiB

Quantile statistics

Minimum	20030923
5-th percentile	20050529
Q1	20081001
median	20120602
Q3	20161226
95-th percentile	20200422
Maximum	20210323
Range	179400
Interquartile range (IQR)	80224.75

Descriptive statistics

Standard deviation	47699.51
Coefficient of variation (CV)	0.0023703464
Kurtosis	-1.177246
Mean	20123434
Median Absolute Deviation (MAD)	40117.5
Skewness	0.041913583
Sum	2.0002693 × 10¹⁰
Variance	2.2752433 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20161101	9	0.5%
20171229	5	0.3%
20181231	5	0.3%
20071001	4	0.2%
20180531	4	0.2%
20120102	4	0.2%
20100303	4	0.2%
20191231	3	0.2%
20111014	3	0.2%
20180919	3	0.2%
Other values (798)	950	55.9%
(Missing)	706	41.5%

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 (%)
20210323	1	0.1%
20210316	1	0.1%
20210305	1	0.1%
20210223	1	0.1%
20210222	1	0.1%
20210210	1	0.1%
20210129	1	0.1%
20210128	1	0.1%
20210125	1	0.1%
20210106	1	0.1%

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1700
Missing (%)	100.0%
Memory size	15.1 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1700
Missing (%)	100.0%
Memory size	15.1 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1700
Missing (%)	100.0%
Memory size	15.1 KiB

소재지전화
Text

MISSING

Distinct	1112
Distinct (%)	86.2%
Missing	410
Missing (%)	24.1%
Memory size	13.4 KiB

Length

Max length	12
Median length	12
Mean length	11.297674
Min length	3

Characters and Unicode

Total characters	14574
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	1021 ?
Unique (%)	79.1%

Sample

1st row	051 660 2401
2nd row	051 7187229
3rd row	051 4630400
4th row	051 4628468
5th row	051 464 7307

Value	Count	Frequency (%)
051	1050	33.9%
831	92	3.0%
055	52	1.7%
070	36	1.2%
02	17	0.5%
973	17	0.5%
2820	16	0.5%
0102	15	0.5%
633	14	0.5%
3880	14	0.5%
Other values (1313)	1772	57.3%

Most occurring characters

Value	Count	Frequency (%)
0	2415	16.6%
1	2195	15.1%
5	2022	13.9%
	1823	12.5%
2	1098	7.5%
3	1076	7.4%
8	942	6.5%
7	843	5.8%
6	792	5.4%
4	702	4.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	12751	87.5%
Space Separator	1823	12.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2415	18.9%
1	2195	17.2%
5	2022	15.9%
2	1098	8.6%
3	1076	8.4%
8	942	7.4%
7	843	6.6%
6	792	6.2%
4	702	5.5%
9	666	5.2%

Space Separator

Value	Count	Frequency (%)
	1823	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	14574	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2415	16.6%
1	2195	15.1%
5	2022	13.9%
	1823	12.5%
2	1098	7.5%
3	1076	7.4%
8	942	6.5%
7	843	5.8%
6	792	5.4%
4	702	4.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	14574	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2415	16.6%
1	2195	15.1%
5	2022	13.9%
	1823	12.5%
2	1098	7.5%
3	1076	7.4%
8	942	6.5%
7	843	5.8%
6	792	5.4%
4	702	4.8%

소재지면적
Text

MISSING

Distinct	991
Distinct (%)	84.1%
Missing	521
Missing (%)	30.6%
Memory size	13.4 KiB

Length

Max length	8
Median length	6
Mean length	5.7506361
Min length	3

Characters and Unicode

Total characters	6780
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	880 ?
Unique (%)	74.6%

Sample

1st row	411.30
2nd row	443.75
3rd row	308.00
4th row	10.14
5th row	153.11

Value	Count	Frequency (%)
00	36	3.1%
132.00	7	0.6%
66.00	5	0.4%
165.00	4	0.3%
12.00	4	0.3%
168.22	4	0.3%
264.00	4	0.3%
131.04	4	0.3%
90.00	4	0.3%
70.00	4	0.3%
Other values (981)	1103	93.6%

Most occurring characters

Value	Count	Frequency (%)
0	1180	17.4%
.	1179	17.4%
1	771	11.4%
2	643	9.5%
4	486	7.2%
6	474	7.0%
3	471	6.9%
5	444	6.5%
8	376	5.5%
9	364	5.4%
Other values (2)	392	5.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5571	82.2%
Other Punctuation	1209	17.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1180	21.2%
1	771	13.8%
2	643	11.5%
4	486	8.7%
6	474	8.5%
3	471	8.5%
5	444	8.0%
8	376	6.7%
9	364	6.5%
7	362	6.5%

Other Punctuation

Value	Count	Frequency (%)
.	1179	97.5%
,	30	2.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	6780	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1180	17.4%
.	1179	17.4%
1	771	11.4%
2	643	9.5%
4	486	7.2%
6	474	7.0%
3	471	6.9%
5	444	6.5%
8	376	5.5%
9	364	5.4%
Other values (2)	392	5.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6780	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1180	17.4%
.	1179	17.4%
1	771	11.4%
2	643	9.5%
4	486	7.2%
6	474	7.0%
3	471	6.9%
5	444	6.5%
8	376	5.5%
9	364	5.4%
Other values (2)	392	5.8%

소재지우편번호
Real number (ℝ)

MISSING

Distinct	427
Distinct (%)	26.1%
Missing	65
Missing (%)	3.8%
Infinite	0
Infinite (%)	0.0%
Mean	612924.4

Minimum	600013
Maximum	619953
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.1 KiB

Quantile statistics

Minimum	600013
5-th percentile	602711.1
Q1	607838
median	613833
Q3	618280
95-th percentile	618820
Maximum	619953
Range	19940
Interquartile range (IQR)	10442

Descriptive statistics

Standard deviation	5827.3025
Coefficient of variation (CV)	0.0095073756
Kurtosis	-1.1887639
Mean	612924.4
Median Absolute Deviation (MAD)	4984
Skewness	-0.47023987
Sum	1.0021314 × 10⁹
Variance	33957454
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
618819	72	4.2%
618817	70	4.1%
618230	61	3.6%
618818	57	3.4%
618820	56	3.3%
604836	48	2.8%
618280	33	1.9%
618220	28	1.6%
618250	19	1.1%
604826	18	1.1%
Other values (417)	1173	69.0%
(Missing)	65	3.8%

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	0.9%
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	1470
Distinct (%)	86.7%
Missing	4
Missing (%)	0.2%
Memory size	13.4 KiB

Length

Max length	57
Median length	46
Mean length	23.73467
Min length	16

Characters and Unicode

Total characters	40254
Distinct characters	359
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	1299 ?
Unique (%)	76.6%

Sample

1st row	부산광역시 중구 중앙동4가 74-1번지
2nd row	부산광역시 중구 중앙동5가 50번지
3rd row	부산광역시 중구 중앙동4가 75-1
4th row	부산광역시 중구 중앙동3가 18-1번지
5th row	부산광역시 중구 중앙동4가 22-1번지

Value	Count	Frequency (%)
부산광역시	1696	21.8%
강서구	506	6.5%
송정동	262	3.4%
사하구	183	2.3%
기장군	126	1.6%
사상구	114	1.5%
해운대구	110	1.4%
남구	105	1.3%
산	95	1.2%
부산진구	86	1.1%
Other values (1892)	4508	57.9%

Most occurring characters

Value	Count	Frequency (%)
	6099	15.2%
산	2083	5.2%
1	1969	4.9%
부	1961	4.9%
동	1859	4.6%
광	1724	4.3%
시	1714	4.3%
역	1699	4.2%
지	1683	4.2%
구	1654	4.1%
Other values (349)	17809	44.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	25133	62.4%
Decimal Number	7414	18.4%
Space Separator	6099	15.2%
Dash Punctuation	1241	3.1%
Uppercase Letter	121	0.3%
Open Punctuation	106	0.3%
Close Punctuation	105	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	2083	8.3%
부	1961	7.8%
동	1859	7.4%
광	1724	6.9%
시	1714	6.8%
역	1699	6.8%
지	1683	6.7%
구	1654	6.6%
번	1489	5.9%
서	595	2.4%
Other values (305)	8672	34.5%

Uppercase Letter

Value	Count	Frequency (%)
B	25	20.7%
A	18	14.9%
I	14	11.6%
C	10	8.3%
T	9	7.4%
K	9	7.4%
S	8	6.6%
L	6	5.0%
R	4	3.3%
E	3	2.5%
Other values (10)	15	12.4%

Decimal Number

Value	Count	Frequency (%)
1	1969	26.6%
2	746	10.1%
5	741	10.0%
4	673	9.1%
3	663	8.9%
6	606	8.2%
0	548	7.4%
7	523	7.1%
8	513	6.9%
9	432	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 (%)
(	105	99.1%
[	1	0.9%

Close Punctuation

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

Lowercase Letter

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

Space Separator

Value	Count	Frequency (%)
	6099	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1241	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	25133	62.4%
Common	14996	37.3%
Latin	125	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
산	2083	8.3%
부	1961	7.8%
동	1859	7.4%
광	1724	6.9%
시	1714	6.8%
역	1699	6.8%
지	1683	6.7%
구	1654	6.6%
번	1489	5.9%
서	595	2.4%
Other values (305)	8672	34.5%

Common

Value	Count	Frequency (%)
	6099	40.7%
1	1969	13.1%
-	1241	8.3%
2	746	5.0%
5	741	4.9%
4	673	4.5%
3	663	4.4%
6	606	4.0%
0	548	3.7%
7	523	3.5%
Other values (12)	1187	7.9%

Latin

Value	Count	Frequency (%)
B	25	20.0%
A	18	14.4%
I	14	11.2%
C	10	8.0%
T	9	7.2%
K	9	7.2%
S	8	6.4%
L	6	4.8%
R	4	3.2%
E	3	2.4%
Other values (12)	19	15.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	25133	62.4%
ASCII	15121	37.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	6099	40.3%
1	1969	13.0%
-	1241	8.2%
2	746	4.9%
5	741	4.9%
4	673	4.5%
3	663	4.4%
6	606	4.0%
0	548	3.6%
7	523	3.5%
Other values (34)	1312	8.7%

Hangul

Value	Count	Frequency (%)
산	2083	8.3%
부	1961	7.8%
동	1859	7.4%
광	1724	6.9%
시	1714	6.8%
역	1699	6.8%
지	1683	6.7%
구	1654	6.6%
번	1489	5.9%
서	595	2.4%
Other values (305)	8672	34.5%

도로명전체주소
Text

MISSING

Distinct	1045
Distinct (%)	92.5%
Missing	570
Missing (%)	33.5%
Memory size	13.4 KiB

Length

Max length	55
Median length	47
Mean length	29.712389
Min length	20

Characters and Unicode

Total characters	33575
Distinct characters	371
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	971 ?
Unique (%)	85.9%

Sample

1st row	부산광역시 중구 충장대로13번길 67 (중앙동4가)
2nd row	부산광역시 중구 중앙대로 52 (중앙동5가)
3rd row	부산광역시 중구 충장대로5번길 72 (중앙동4가)
4th row	부산광역시 중구 대청로 135 (중앙동3가)
5th row	부산광역시 중구 충장대로 6 (중앙동4가)

Value	Count	Frequency (%)
부산광역시	1130	17.4%
강서구	385	5.9%
송정동	188	2.9%
사하구	126	1.9%
1층	114	1.8%
해운대구	82	1.3%
기장군	79	1.2%
사상구	76	1.2%
남구	56	0.9%
금정구	54	0.8%
Other values (1330)	4200	64.7%

Most occurring characters

Value	Count	Frequency (%)
	5360	16.0%
산	1871	5.6%
부	1340	4.0%
동	1329	4.0%
시	1162	3.5%
광	1155	3.4%
역	1132	3.4%
(	1131	3.4%
)	1129	3.4%
로	1116	3.3%
Other values (361)	16850	50.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	20470	61.0%
Space Separator	5360	16.0%
Decimal Number	4725	14.1%
Open Punctuation	1131	3.4%
Close Punctuation	1129	3.4%
Other Punctuation	569	1.7%
Uppercase Letter	101	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	1871	9.1%
부	1340	6.5%
동	1329	6.5%
시	1162	5.7%
광	1155	5.6%
역	1132	5.5%
로	1116	5.5%
구	1115	5.4%
대	499	2.4%
서	451	2.2%
Other values (321)	9300	45.4%

Uppercase Letter

Value	Count	Frequency (%)
B	21	20.8%
A	18	17.8%
C	14	13.9%
K	8	7.9%
S	7	6.9%
T	6	5.9%
N	5	5.0%
I	4	4.0%
E	3	3.0%
G	3	3.0%
Other values (8)	12	11.9%

Decimal Number

Value	Count	Frequency (%)
1	1030	21.8%
2	716	15.2%
3	587	12.4%
4	425	9.0%
6	411	8.7%
5	390	8.3%
0	331	7.0%
7	319	6.8%
9	284	6.0%
8	232	4.9%

Lowercase Letter

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

Other Punctuation

Value	Count	Frequency (%)
,	564	99.1%
&	4	0.7%
:	1	0.2%

Space Separator

Value	Count	Frequency (%)
	5360	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1131	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1129	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	20470	61.0%
Common	12999	38.7%
Latin	106	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
산	1871	9.1%
부	1340	6.5%
동	1329	6.5%
시	1162	5.7%
광	1155	5.6%
역	1132	5.5%
로	1116	5.5%
구	1115	5.4%
대	499	2.4%
서	451	2.2%
Other values (321)	9300	45.4%

Latin

Value	Count	Frequency (%)
B	21	19.8%
A	18	17.0%
C	14	13.2%
K	8	7.5%
S	7	6.6%
T	6	5.7%
N	5	4.7%
I	4	3.8%
E	3	2.8%
G	3	2.8%
Other values (12)	17	16.0%

Common

Value	Count	Frequency (%)
	5360	41.2%
(	1131	8.7%
)	1129	8.7%
1	1030	7.9%
2	716	5.5%
3	587	4.5%
,	564	4.3%
4	425	3.3%
6	411	3.2%
5	390	3.0%
Other values (8)	1256	9.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	20470	61.0%
ASCII	13105	39.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	5360	40.9%
(	1131	8.6%
)	1129	8.6%
1	1030	7.9%
2	716	5.5%
3	587	4.5%
,	564	4.3%
4	425	3.2%
6	411	3.1%
5	390	3.0%
Other values (30)	1362	10.4%

Hangul

Value	Count	Frequency (%)
산	1871	9.1%
부	1340	6.5%
동	1329	6.5%
시	1162	5.7%
광	1155	5.6%
역	1132	5.5%
로	1116	5.5%
구	1115	5.4%
대	499	2.4%
서	451	2.2%
Other values (321)	9300	45.4%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	390
Distinct (%)	35.0%
Missing	586
Missing (%)	34.5%
Infinite	0
Infinite (%)	0.0%
Mean	47486.699

Minimum	46002
Maximum	49526
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.1 KiB

Quantile statistics

Minimum	46002
5-th percentile	46034
Q1	46743.25
median	46958
Q3	48379
95-th percentile	49460
Maximum	49526
Range	3524
Interquartile range (IQR)	1635.75

Descriptive statistics

Standard deviation	1087.2708
Coefficient of variation (CV)	0.022896323
Kurtosis	-0.97407171
Mean	47486.699
Median Absolute Deviation (MAD)	610
Skewness	0.62484519
Sum	52900183
Variance	1182157.8
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	31	1.8%
46754	30	1.8%
46751	27	1.6%
46755	23	1.4%
46744	18	1.1%
46027	15	0.9%
46727	14	0.8%
Other values (380)	836	49.2%
(Missing)	586	34.5%

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	2	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	1585
Distinct (%)	93.2%
Missing	0
Missing (%)	0.0%
Memory size	13.4 KiB

Length

Max length	31
Median length	24
Mean length	11.304118
Min length	2

Characters and Unicode

Total characters	19217
Distinct characters	516
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	1498 ?
Unique (%)	88.1%

Sample

1st row	웰리브디섹점
2nd row	(주)아워홈엘지유플러스 중앙동사옥점
3rd row	재단법인 케이티그룹희망나눔재단 서부산
4th row	씨제이프레시웨이 주식회사 SC은행부산점
5th row	(주)아워홈한진중공업중앙점

Value	Count	Frequency (%)
구내식당	66	2.6%
주)아워홈	41	1.6%
주)새손	35	1.4%
주)풀무원푸드앤컬처	34	1.3%
주식회사	31	1.2%
주)호성식품	31	1.2%
주)동원홈푸드	28	1.1%
주)삼보유통	27	1.1%
주)신세계푸드	17	0.7%
주)현대그린푸드	15	0.6%
Other values (1768)	2229	87.3%

Most occurring characters

Value	Count	Frequency (%)
)	968	5.0%
주	947	4.9%
(	945	4.9%
	855	4.4%
식	718	3.7%
점	527	2.7%
당	494	2.6%
산	423	2.2%
드	416	2.2%
푸	392	2.0%
Other values (506)	12532	65.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	16187	84.2%
Close Punctuation	969	5.0%
Open Punctuation	946	4.9%
Space Separator	855	4.4%
Uppercase Letter	190	1.0%
Decimal Number	34	0.2%
Other Punctuation	23	0.1%
Dash Punctuation	9	< 0.1%
Lowercase Letter	4	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	947	5.9%
식	718	4.4%
점	527	3.3%
당	494	3.1%
산	423	2.6%
드	416	2.6%
푸	392	2.4%
스	389	2.4%
부	383	2.4%
내	342	2.1%
Other values (460)	11156	68.9%

Uppercase Letter

Value	Count	Frequency (%)
S	35	18.4%
C	23	12.1%
T	18	9.5%
F	17	8.9%
K	16	8.4%
G	12	6.3%
J	9	4.7%
N	9	4.7%
P	6	3.2%
B	6	3.2%
Other values (14)	39	20.5%

Decimal Number

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

Other Punctuation

Value	Count	Frequency (%)
.	12	52.2%
&	6	26.1%
/	3	13.0%
·	1	4.3%
,	1	4.3%

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 (%)
)	968	99.9%
]	1	0.1%

Open Punctuation

Value	Count	Frequency (%)
(	945	99.9%
[	1	0.1%

Space Separator

Value	Count	Frequency (%)
	855	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	9	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	16187	84.2%
Common	2836	14.8%
Latin	194	1.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	947	5.9%
식	718	4.4%
점	527	3.3%
당	494	3.1%
산	423	2.6%
드	416	2.6%
푸	392	2.4%
스	389	2.4%
부	383	2.4%
내	342	2.1%
Other values (460)	11156	68.9%

Latin

Value	Count	Frequency (%)
S	35	18.0%
C	23	11.9%
T	18	9.3%
F	17	8.8%
K	16	8.2%
G	12	6.2%
J	9	4.6%
N	9	4.6%
P	6	3.1%
B	6	3.1%
Other values (18)	43	22.2%

Common

Value	Count	Frequency (%)
)	968	34.1%
(	945	33.3%
	855	30.1%
2	13	0.5%
.	12	0.4%
-	9	0.3%
1	8	0.3%
&	6	0.2%
3	6	0.2%
/	3	0.1%
Other values (8)	11	0.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	16187	84.2%
ASCII	3029	15.8%
None	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
)	968	32.0%
(	945	31.2%
	855	28.2%
S	35	1.2%
C	23	0.8%
T	18	0.6%
F	17	0.6%
K	16	0.5%
2	13	0.4%
.	12	0.4%
Other values (35)	127	4.2%

Hangul

Value	Count	Frequency (%)
주	947	5.9%
식	718	4.4%
점	527	3.3%
당	494	3.1%
산	423	2.6%
드	416	2.6%
푸	392	2.4%
스	389	2.4%
부	383	2.4%
내	342	2.1%
Other values (460)	11156	68.9%

None

Value	Count	Frequency (%)
·	1	100.0%

최종수정시점
Real number (ℝ)

Distinct	1566
Distinct (%)	92.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0138229 × 10¹³

Minimum	2.0030522 × 10¹³
Maximum	2.0210331 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.1 KiB

Quantile statistics

Minimum	2.0030522 × 10¹³
5-th percentile	2.0031013 × 10¹³
Q1	2.0081125 × 10¹³
median	2.0160117 × 10¹³
Q3	2.0190613 × 10¹³
95-th percentile	2.0210114 × 10¹³
Maximum	2.0210331 × 10¹³
Range	1.7980915 × 10¹¹
Interquartile range (IQR)	1.0948849 × 10¹¹

Descriptive statistics

Standard deviation	5.8552199 × 10¹⁰
Coefficient of variation (CV)	0.0029075147
Kurtosis	-1.1817177
Mean	2.0138229 × 10¹³
Median Absolute Deviation (MAD)	4.0303983 × 10¹⁰
Skewness	-0.48301302
Sum	3.423499 × 10¹⁶
Variance	3.42836 × 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%
20030530000000	5	0.3%
20030623000000	5	0.3%
20050203000000	5	0.3%
20030528000000	5	0.3%
Other values (1556)	1618	95.2%

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 (%)
20210331151833	1	0.1%
20210330162124	1	0.1%
20210330161942	1	0.1%
20210329135609	1	0.1%
20210326161222	1	0.1%
20210325145038	1	0.1%
20210324174112	1	0.1%
20210323180455	1	0.1%
20210323180044	1	0.1%
20210323125719	1	0.1%

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	13.4 KiB

I	1171
U	529

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	1171	68.9%
U	529	31.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	1171	68.9%
u	529	31.1%

데이터갱신일자
Date

Distinct	331
Distinct (%)	19.5%
Missing	0
Missing (%)	0.0%
Memory size	13.4 KiB

Minimum	2018-08-31 23:59:59
Maximum	2021-04-02 00:22:59

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	13.4 KiB

위탁급식영업	1699
<NA>	1

Length

Max length	6
Median length	6
Mean length	5.9988235
Min length	4

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
위탁급식영업	1699	99.9%
<NA>	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
위탁급식영업	1699	99.9%
na	1	0.1%

좌표정보(x)
Real number (ℝ)

MISSING

Distinct	1117
Distinct (%)	71.6%
Missing	140
Missing (%)	8.2%
Infinite	0
Infinite (%)	0.0%
Mean	382312.93

Minimum	365010.39
Maximum	407785.94
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.1 KiB

Quantile statistics

Minimum	365010.39
5-th percentile	366621.37
Q1	371070.27
median	383068.7
Q3	389910.43
95-th percentile	399045.49
Maximum	407785.94
Range	42775.552
Interquartile range (IQR)	18840.16

Descriptive statistics

Standard deviation	10525.034
Coefficient of variation (CV)	0.027529893
Kurtosis	-0.95199758
Mean	382312.93
Median Absolute Deviation (MAD)	8017.2932
Skewness	0.00040783392
Sum	5.9640818 × 10⁸
Variance	1.1077635 × 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%
384030.498741004	6	0.4%
383317.542366441	6	0.4%
389087.131613449	6	0.4%
389314.662085919	5	0.3%
371094.285732956	5	0.3%
Other values (1107)	1482	87.2%
(Missing)	140	8.2%

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	1117
Distinct (%)	71.6%
Missing	140
Missing (%)	8.2%
Infinite	0
Infinite (%)	0.0%
Mean	185044.87

Minimum	174279.76
Maximum	210424.66
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.1 KiB

Quantile statistics

Minimum	174279.76
5-th percentile	177102.13
Q1	178897.32
median	183989.42
Q3	189021.45
95-th percentile	203778.51
Maximum	210424.66
Range	36144.896
Interquartile range (IQR)	10124.137

Descriptive statistics

Standard deviation	7386.0535
Coefficient of variation (CV)	0.039914932
Kurtosis	0.78941065
Mean	185044.87
Median Absolute Deviation (MAD)	5093.2541
Skewness	1.0750942
Sum	2.8867 × 10⁸
Variance	54553786
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%
179806.024724594	6	0.4%
185013.86379536	6	0.4%
198411.005541894	6	0.4%
194669.898821687	5	0.3%
185672.987884383	5	0.3%
Other values (1107)	1482	87.2%
(Missing)	140	8.2%

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

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	13.4 KiB

위탁급식영업	1699
<NA>	1

Length

Max length	6
Median length	6
Mean length	5.9988235
Min length	4

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
위탁급식영업	1699	99.9%
<NA>	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
위탁급식영업	1699	99.9%
na	1	0.1%

남성종사자수
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	13.4 KiB

<NA>	1313
0	365
1	17
2	3
5	1

Length

Max length	4
Median length	4
Mean length	3.3170588
Min length	1

Unique

Unique	2 ?
Unique (%)	0.1%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
<NA>	1313	77.2%
0	365	21.5%
1	17	1.0%
2	3	0.2%
5	1	0.1%
3	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1313	77.2%
0	365	21.5%
1	17	1.0%
2	3	0.2%
5	1	0.1%
3	1	0.1%

여성종사자수
Real number (ℝ)

MISSING ZEROS

Distinct	15
Distinct (%)	3.7%
Missing	1292
Missing (%)	76.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.78676471

Minimum	0
Maximum	20
Zeros	330
Zeros (%)	19.4%
Negative	0
Negative (%)	0.0%
Memory size	15.1 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	19.4%
2	20	1.2%
4	15	0.9%
3	13	0.8%
1	11	0.6%
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)	1292	76.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	330	19.4%
1	11	0.6%
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	13.4 KiB

<NA>	1591
기타	88
주택가주변	7
아파트지역	5
학교정화(절대)	4
Other values (3)	5

Length

Max length	8
Median length	4
Mean length	3.9241176
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>	1591	93.6%
기타	88	5.2%
주택가주변	7	0.4%
아파트지역	5	0.3%
학교정화(절대)	4	0.2%
유흥업소밀집지역	3	0.2%
결혼예식장주변	1	0.1%
학교정화(상대)	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1591	93.6%
기타	88	5.2%
주택가주변	7	0.4%
아파트지역	5	0.3%
학교정화(절대	4	0.2%
유흥업소밀집지역	3	0.2%
결혼예식장주변	1	0.1%
학교정화(상대	1	0.1%

등급구분명
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	13.4 KiB

<NA>	1653
자율	33
기타	14

Length

Max length	4
Median length	4
Mean length	3.9447059
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1653	97.2%
자율	33	1.9%
기타	14	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1653	97.2%
자율	33	1.9%
기타	14	0.8%

급수시설구분명
Categorical

Distinct	4
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	13.4 KiB

<NA>	1088
상수도전용	586
지하수전용	23
상수도(음용)지하수(주방용)겸용	3

Length

Max length	17
Median length	4
Mean length	4.3811765
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1088	64.0%
상수도전용	586	34.5%
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	1088	64.0%
상수도전용	586	34.5%
지하수전용	23	1.4%
상수도(음용)지하수(주방용)겸용	3	0.2%

총종업원수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1700
Missing (%)	100.0%
Memory size	15.1 KiB

본사종업원수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	13.4 KiB

<NA>	1694
0	6

Length

Max length	4
Median length	4
Mean length	3.9894118
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>	1694	99.6%
0	6	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1694	99.6%
0	6	0.4%

공장사무직종업원수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	13.4 KiB

<NA>	1695
0	5

Length

Max length	4
Median length	4
Mean length	3.9911765
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>	1695	99.7%
0	5	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1695	99.7%
0	5	0.3%

공장판매직종업원수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	13.4 KiB

<NA>	1695
0	5

Length

Max length	4
Median length	4
Mean length	3.9911765
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>	1695	99.7%
0	5	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1695	99.7%
0	5	0.3%

공장생산직종업원수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	13.4 KiB

<NA>	1695
0	5

Length

Max length	4
Median length	4
Mean length	3.9911765
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>	1695	99.7%
0	5	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1695	99.7%
0	5	0.3%

건물소유구분명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1700
Missing (%)	100.0%
Memory size	15.1 KiB

보증액
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	13.4 KiB

<NA>	1694
0	6

Length

Max length	4
Median length	4
Mean length	3.9894118
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>	1694	99.6%
0	6	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1694	99.6%
0	6	0.4%

월세액
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	13.4 KiB

<NA>	1694
0	6

Length

Max length	4
Median length	4
Mean length	3.9894118
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>	1694	99.6%
0	6	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1694	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	1700

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	1700	100.0%

시설총규모
Real number (ℝ)

ZEROS

Distinct	978
Distinct (%)	57.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	184.91569

Minimum	0
Maximum	4950
Zeros	571
Zeros (%)	33.6%
Negative	0
Negative (%)	0.0%
Memory size	15.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	116.515
Q3	253.425
95-th percentile	608.28
Maximum	4950
Range	4950
Interquartile range (IQR)	253.425

Descriptive statistics

Standard deviation	294.30984
Coefficient of variation (CV)	1.5915893
Kurtosis	61.273644
Mean	184.91569
Median Absolute Deviation (MAD)	116.515
Skewness	5.7413877
Sum	314356.68
Variance	86618.283
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	571	33.6%
132.0	7	0.4%
168.22	4	0.2%
66.0	4	0.2%
12.0	4	0.2%
165.0	4	0.2%
131.04	4	0.2%
90.0	4	0.2%
300.0	4	0.2%
264.0	4	0.2%
Other values (968)	1090	64.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	571	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%
1914.01	1	0.1%
1914.0	1	0.1%

전통업소지정번호
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1700
Missing (%)	100.0%
Memory size	15.1 KiB

전통업소주된음식
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1700
Missing (%)	100.0%
Memory size	15.1 KiB

홈페이지
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1700
Missing (%)	100.0%
Memory size	15.1 KiB

Unnamed: 47
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1700
Missing (%)	100.0%
Memory size	15.1 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	3250000	3250000-120-2008-00001	20081222	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 660 2401	411.30	600816	부산광역시 중구 중앙동4가 74-1번지	부산광역시 중구 충장대로13번길 67 (중앙동4가)	48934	웰리브디섹점	20200427150246	U	2020-04-29 02:40:00.0	위탁급식영업	385873.204924	181044.594333	위탁급식영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	411.3	<NA>	<NA>	<NA>	<NA>
1	2	위탁급식영업	07_21_01_P	3250000	3250000-120-2009-00001	20090303	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 7187229	443.75	600015	부산광역시 중구 중앙동5가 50번지	부산광역시 중구 중앙대로 52 (중앙동5가)	48942	(주)아워홈엘지유플러스 중앙동사옥점	20200326202336	U	2020-03-28 02:40:00.0	위탁급식영업	385650.848776	180019.638851	위탁급식영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	443.75	<NA>	<NA>	<NA>	<NA>
2	3	위탁급식영업	07_21_01_P	3250000	3250000-120-2003-00001	20030523	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 4630400	308.00	600816	부산광역시 중구 중앙동4가 75-1	부산광역시 중구 충장대로5번길 72 (중앙동4가)	48934	재단법인 케이티그룹희망나눔재단 서부산	20210226142610	U	2021-02-28 02:40:00.0	위탁급식영업	385811.634937	180996.883871	위탁급식영업	0	0	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	308.0	<NA>	<NA>	<NA>	<NA>
3	4	위탁급식영업	07_21_01_P	3250000	3250000-120-2003-00003	20031009	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 4628468	10.14	600013	부산광역시 중구 중앙동3가 18-1번지	부산광역시 중구 대청로 135 (중앙동3가)	48931	씨제이프레시웨이 주식회사 SC은행부산점	20161031151520	I	2018-08-31 23:59:59.0	위탁급식영업	385463.118214	180123.108148	위탁급식영업	0	0	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	10.14	<NA>	<NA>	<NA>	<NA>
4	5	위탁급식영업	07_21_01_P	3250000	3250000-120-2006-00001	20060403	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 464 7307	<NA>	600814	부산광역시 중구 중앙동4가 22-1번지	부산광역시 중구 충장대로 6 (중앙동4가)	48941	(주)아워홈한진중공업중앙점	20200313140101	U	2020-03-15 02:40:00.0	위탁급식영업	385668.490694	180298.97818	위탁급식영업	0	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>
5	6	위탁급식영업	07_21_01_P	3250000	3250000-120-2006-00002	20061012	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 660 6323	153.11	600816	부산광역시 중구 중앙동4가 74-11번지	부산광역시 중구 중앙대로148번길 13 (중앙동4가)	48934	명문푸드서비스(주)(부산지방보훈청)	20130814172229	I	2018-08-31 23:59:59.0	위탁급식영업	385849.59648	180938.063707	위탁급식영업	0	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	153.11	<NA>	<NA>	<NA>	<NA>
6	7	위탁급식영업	07_21_01_P	3250000	3250000-120-2020-00001	20200701	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	500.00	600017	부산광역시 중구 중앙동7가 20-1 롯데백화점광복점	부산광역시 중구 중앙대로 2, 롯데백화점광복점 지하 2층 (중앙동7가)	48944	롯데푸드(주)롯데백화점 광복점	20200701134359	I	2020-07-03 00:23:16.0	위탁급식영업	385590.814677	179553.867032	위탁급식영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	500.0	<NA>	<NA>	<NA>	<NA>
7	8	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>
8	9	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>
9	10	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>

	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
1690	1691	위탁급식영업	07_21_01_P	3330000	3330000-120-2003-00010	20030619	<NA>	3	폐업	2	폐업	20100105	<NA>	<NA>	<NA>	051 7426533	<NA>	612846	부산광역시 해운대구 중동 1411-1번지	<NA>	<NA>	(주)에이텍서비스 파라다이스호텔	20070102000000	I	2018-08-31 23:59:59.0	위탁급식영업	397114.551437	186672.768207	위탁급식영업	0	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>
1691	1692	위탁급식영업	07_21_01_P	3330000	3330000-120-2003-00012	20030621	<NA>	3	폐업	2	폐업	20120521	<NA>	<NA>	<NA>	<NA>	<NA>	612846	부산광역시 해운대구 중동 1408-5번지	부산광역시 해운대구 해운대해변로 296 (중동)	48099	삼성에버랜드(주)파라다이스호텔	20120430163905	I	2018-08-31 23:59:59.0	위탁급식영업	397216.86091	186702.956398	위탁급식영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>
1692	1693	위탁급식영업	07_21_01_P	3330000	3330000-120-2003-00011	20030621	<NA>	3	폐업	2	폐업	20071204	<NA>	<NA>	<NA>	051 5203000	<NA>	612809	부산광역시 해운대구 반여동 791-1번지	<NA>	<NA>	(주)서원통상 동희정공점	20051220000000	I	2018-08-31 23:59:59.0	위탁급식영업	<NA>	<NA>	위탁급식영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>
1693	1694	위탁급식영업	07_21_01_P	3330000	3330000-120-2003-00013	20030624	<NA>	3	폐업	2	폐업	20160706	<NA>	<NA>	<NA>	7315216	<NA>	612818	부산광역시 해운대구 우동 278번지 해운대중,고등학교	<NA>	<NA>	(주)다조에프앤에스	20070605000000	I	2018-08-31 23:59:59.0	위탁급식영업	<NA>	<NA>	위탁급식영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>
1694	1695	위탁급식영업	07_21_01_P	3330000	3330000-120-2003-00014	20030625	<NA>	3	폐업	2	폐업	20071119	<NA>	<NA>	<NA>	051 7833078	<NA>	612050	부산광역시 해운대구 재송동 1329번지	<NA>	<NA>	(주)서원통상 기린반여점	20040913000000	I	2018-08-31 23:59:59.0	위탁급식영업	392834.943298	190123.491885	위탁급식영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>
1695	1696	위탁급식영업	07_21_01_P	3330000	3330000-120-2003-00015	20030627	<NA>	3	폐업	2	폐업	20091202	<NA>	<NA>	<NA>	051 7434448	<NA>	612823	부산광역시 해운대구 우동 934-2번지	<NA>	<NA>	주식회사 남양도시락	20030627000000	I	2018-08-31 23:59:59.0	위탁급식영업	395320.758711	187448.045063	위탁급식영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>
1696	1697	위탁급식영업	07_21_01_P	3330000	3330000-120-2003-00016	20030627	<NA>	3	폐업	2	폐업	20101208	<NA>	<NA>	<NA>	051 5428881	<NA>	612802	부산광역시 해운대구 반송동 248-1번지	<NA>	<NA>	농협외식사업단성심정보고점	20090317154036	I	2018-08-31 23:59:59.0	위탁급식영업	396206.249746	193917.505881	위탁급식영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>
1697	1698	위탁급식영업	07_21_01_P	3330000	3330000-120-2018-00003	20180409	<NA>	3	폐업	2	폐업	20190927	<NA>	<NA>	<NA>	051 973 4378	<NA>	612020	부산광역시 해운대구 우동 1466-2번지 영상산업센터	부산광역시 해운대구 센텀서로 39, 영상산업센터 4층 (우동)	48058	파머스푸드 영상산업센터점	20190927165415	U	2019-09-29 02:40:00.0	위탁급식영업	393674.032956	187973.297243	위탁급식영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>
1698	1699	위탁급식영업	07_21_01_P	3330000	3330000-120-2015-00004	20151229	<NA>	3	폐업	2	폐업	20171229	<NA>	<NA>	<NA>	051 850 7831	429.00	612832	부산광역시 해운대구 재송동 1133번지	부산광역시 해운대구 재반로112번길 19 (재송동)	48053	(주)에스에프에스 동부지청점	20171229164146	I	2018-08-31 23:59:59.0	위탁급식영업	393868.994321	189852.559798	위탁급식영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	429.0	<NA>	<NA>	<NA>	<NA>
1699	1700	위탁급식영업	07_21_01_P	3330000	3330000-120-2020-00002	20200604	<NA>	3	폐업	2	폐업	20200901	<NA>	<NA>	<NA>	051 702 1376	25.98	612846	부산광역시 해운대구 중동 1439-8	부산광역시 해운대구 해운대로781번길 33, 4층 일부 (중동)	48102	맛있는 쿡	20200901174711	U	2020-09-03 02:40:00.0	위탁급식영업	398074.12757	188030.04337	위탁급식영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	25.98	<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