gimi9 Pandas Profiling

Dataset statistics

Number of variables	48
Number of observations	4881
Missing cells	57227
Missing cells (%)	24.4%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.9 MiB
Average record size in memory	413.0 B

Variable types

Numeric	12
Categorical	19
Text	6
Unsupported	9
DateTime	1
Boolean	1

Dataset

Description	2021-04-01
Author	지방행정인허가공개데이터
URL	https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901050101123093

Alerts

`개방서비스명` has constant value ""	Constant
`개방서비스id` has constant value ""	Constant
`남성종사자수` is highly imbalanced (67.3%)	Imbalance
`영업장주변구분명` is highly imbalanced (69.4%)	Imbalance
`등급구분명` is highly imbalanced (60.0%)	Imbalance
`급수시설구분명` is highly imbalanced (53.7%)	Imbalance
`공장사무직종업원수` is highly imbalanced (99.7%)	Imbalance
`공장판매직종업원수` is highly imbalanced (99.7%)	Imbalance
`공장생산직종업원수` is highly imbalanced (99.7%)	Imbalance
`건물소유구분명` is highly imbalanced (73.5%)	Imbalance
`다중이용업소여부` is highly imbalanced (98.6%)	Imbalance
`인허가취소일자` has 4881 (100.0%) missing values	Missing
`폐업일자` has 2944 (60.3%) missing values	Missing
`휴업시작일자` has 4881 (100.0%) missing values	Missing
`휴업종료일자` has 4881 (100.0%) missing values	Missing
`재개업일자` has 4881 (100.0%) missing values	Missing
`소재지전화` has 566 (11.6%) missing values	Missing
`소재지면적` has 1098 (22.5%) missing values	Missing
`소재지우편번호` has 162 (3.3%) missing values	Missing
`도로명전체주소` has 815 (16.7%) missing values	Missing
`도로명우편번호` has 875 (17.9%) missing values	Missing
`좌표정보(x)` has 237 (4.9%) missing values	Missing
`좌표정보(y)` has 237 (4.9%) missing values	Missing
`여성종사자수` has 4310 (88.3%) missing values	Missing
`총종업원수` has 4881 (100.0%) missing values	Missing
`본사종업원수` has 2043 (41.9%) missing values	Missing
`전통업소지정번호` has 4881 (100.0%) missing values	Missing
`전통업소주된음식` has 4881 (100.0%) missing values	Missing
`홈페이지` has 4881 (100.0%) missing values	Missing
`Unnamed: 47` has 4881 (100.0%) missing values	Missing
`폐업일자` is highly skewed (γ1 = -37.75909566)	Skewed
`본사종업원수` is highly skewed (γ1 = 27.45973467)	Skewed
`시설총규모` is highly skewed (γ1 = 38.35364659)	Skewed
`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
`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 532 (10.9%) zeros	Zeros
`본사종업원수` has 2550 (52.2%) zeros	Zeros
`시설총규모` has 1870 (38.3%) zeros	Zeros

Reproduction

Analysis started	2024-04-17 13:04:42.034889
Analysis finished	2024-04-17 13:04:43.341061
Duration	1.31 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	4881
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2441

Minimum	1
Maximum	4881
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.0 KiB

Quantile statistics

Minimum	1
5-th percentile	245
Q1	1221
median	2441
Q3	3661
95-th percentile	4637
Maximum	4881
Range	4880
Interquartile range (IQR)	2440

Descriptive statistics

Standard deviation	1409.1677
Coefficient of variation (CV)	0.57729114
Kurtosis	-1.2
Mean	2441
Median Absolute Deviation (MAD)	1220
Skewness	0
Sum	11914521
Variance	1985753.5
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	< 0.1%
3253	1	< 0.1%
3260	1	< 0.1%
3259	1	< 0.1%
3258	1	< 0.1%
3257	1	< 0.1%
3256	1	< 0.1%
3255	1	< 0.1%
3254	1	< 0.1%
3252	1	< 0.1%
Other values (4871)	4871	99.8%

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 (%)
4881	1	< 0.1%
4880	1	< 0.1%
4879	1	< 0.1%
4878	1	< 0.1%
4877	1	< 0.1%
4876	1	< 0.1%
4875	1	< 0.1%
4874	1	< 0.1%
4873	1	< 0.1%
4872	1	< 0.1%

개방서비스명
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.3 KiB

집단급식소	4881

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
집단급식소	4881	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
집단급식소	4881	100.0%

개방서비스id
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.3 KiB

07_21_02_P	4881

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	07_21_02_P
2nd row	07_21_02_P
3rd row	07_21_02_P
4th row	07_21_02_P
5th row	07_21_02_P

Common Values

Value	Count	Frequency (%)
07_21_02_P	4881	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
07_21_02_p	4881	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	16
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3334314.7

Minimum	3250000
Maximum	3400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.0 KiB

Quantile statistics

Minimum	3250000
5-th percentile	3260000
Q1	3300000
median	3340000
Q3	3360000
95-th percentile	3400000
Maximum	3400000
Range	150000
Interquartile range (IQR)	60000

Descriptive statistics

Standard deviation	39997.778
Coefficient of variation (CV)	0.011995802
Kurtosis	-0.87253339
Mean	3334314.7
Median Absolute Deviation (MAD)	30000
Skewness	-0.15560366
Sum	1.627479 × 10¹⁰
Variance	1.5998223 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3360000	637	13.1%
3340000	497	10.2%
3330000	420	8.6%
3290000	408	8.4%
3390000	375	7.7%
3400000	317	6.5%
3310000	313	6.4%
3300000	311	6.4%
3350000	306	6.3%
3320000	306	6.3%
Other values (6)	991	20.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	81	1.7%
3260000	173	3.5%
3270000	148	3.0%
3280000	185	3.8%
3290000	408	8.4%
3300000	311	6.4%
3310000	313	6.4%
3320000	306	6.3%
3330000	420	8.6%
3340000	497	10.2%

Value	Count	Frequency (%)
3400000	317	6.5%
3390000	375	7.7%
3380000	170	3.5%
3370000	234	4.8%
3360000	637	13.1%
3350000	306	6.3%
3340000	497	10.2%
3330000	420	8.6%
3320000	306	6.3%
3310000	313	6.4%

관리번호
Text

UNIQUE

Distinct	4881
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	38.3 KiB

Length

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

Characters and Unicode

Total characters	107382
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	4881 ?
Unique (%)	100.0%

Sample

1st row	3310000-105-2014-00005
2nd row	3300000-105-1999-00034
3rd row	3330000-105-2017-00002
4th row	3330000-105-2017-00003
5th row	3330000-105-2017-00004

Value	Count	Frequency (%)
3310000-105-2014-00005	1	< 0.1%
3340000-105-2014-00023	1	< 0.1%
3340000-105-2016-00006	1	< 0.1%
3340000-105-2016-00003	1	< 0.1%
3340000-105-2015-00017	1	< 0.1%
3340000-105-2015-00007	1	< 0.1%
3340000-105-2015-00005	1	< 0.1%
3340000-105-2013-00025	1	< 0.1%
3340000-105-2013-00023	1	< 0.1%
3340000-105-2006-00034	1	< 0.1%
Other values (4871)	4871	99.8%

Most occurring characters

Value	Count	Frequency (%)
0	48976	45.6%
-	14643	13.6%
1	10203	9.5%
3	10167	9.5%
2	7149	6.7%
5	6307	5.9%
9	3204	3.0%
4	1926	1.8%
6	1911	1.8%
8	1499	1.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	92739	86.4%
Dash Punctuation	14643	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	48976	52.8%
1	10203	11.0%
3	10167	11.0%
2	7149	7.7%
5	6307	6.8%
9	3204	3.5%
4	1926	2.1%
6	1911	2.1%
8	1499	1.6%
7	1397	1.5%

Dash Punctuation

Value	Count	Frequency (%)
-	14643	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	107382	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	48976	45.6%
-	14643	13.6%
1	10203	9.5%
3	10167	9.5%
2	7149	6.7%
5	6307	5.9%
9	3204	3.0%
4	1926	1.8%
6	1911	1.8%
8	1499	1.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	107382	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	48976	45.6%
-	14643	13.6%
1	10203	9.5%
3	10167	9.5%
2	7149	6.7%
5	6307	5.9%
9	3204	3.0%
4	1926	1.8%
6	1911	1.8%
8	1499	1.4%

인허가일자
Real number (ℝ)

Distinct	2993
Distinct (%)	61.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20078645

Minimum	19670101
Maximum	20210226
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.0 KiB

Quantile statistics

Minimum	19670101
5-th percentile	19910925
Q1	20021016
median	20080724
Q3	20140926
95-th percentile	20191203
Maximum	20210226
Range	540125
Interquartile range (IQR)	119910

Descriptive statistics

Standard deviation	82667.771
Coefficient of variation (CV)	0.0041171987
Kurtosis	0.58673829
Mean	20078645
Median Absolute Deviation (MAD)	60083
Skewness	-0.6818721
Sum	9.8003867 × 10¹⁰
Variance	6.8339604 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19900518	29	0.6%
19900330	25	0.5%
19980427	24	0.5%
19870528	18	0.4%
19900612	17	0.3%
20000529	17	0.3%
19980511	16	0.3%
19900326	14	0.3%
19890622	14	0.3%
19991130	13	0.3%
Other values (2983)	4694	96.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19670101	1	< 0.1%
19690901	1	< 0.1%
19691120	1	< 0.1%
19701015	1	< 0.1%
19710518	1	< 0.1%
19740116	3	0.1%
19740201	1	< 0.1%
19750101	1	< 0.1%
19760101	1	< 0.1%
19760110	1	< 0.1%

Value	Count	Frequency (%)
20210226	4	0.1%
20210225	5	0.1%
20210224	1	< 0.1%
20210222	1	< 0.1%
20210219	2	< 0.1%
20210210	1	< 0.1%
20210208	2	< 0.1%
20210204	1	< 0.1%
20210129	1	< 0.1%
20210128	1	< 0.1%

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4881
Missing (%)	100.0%
Memory size	43.0 KiB

영업상태구분코드
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.3 KiB

1	2944
3	1937

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	2944	60.3%
3	1937	39.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	2944	60.3%
3	1937	39.7%

영업상태명
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.3 KiB

영업/정상	2944
폐업	1937

Length

Max length	5
Median length	5
Mean length	3.8094653
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 (%)
영업/정상	2944	60.3%
폐업	1937	39.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업/정상	2944	60.3%
폐업	1937	39.7%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.3 KiB

1	2944
2	1937

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	2944	60.3%
2	1937	39.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	2944	60.3%
2	1937	39.7%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.3 KiB

영업	2944
폐업	1937

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
영업	2944	60.3%
폐업	1937	39.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업	2944	60.3%
폐업	1937	39.7%

폐업일자
Real number (ℝ)

MISSING SKEWED

Distinct	1426
Distinct (%)	73.6%
Missing	2944
Missing (%)	60.3%
Infinite	0
Infinite (%)	0.0%
Mean	20128461

Minimum	11920429
Maximum	20210226
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.0 KiB

Quantile statistics

Minimum	11920429
5-th percentile	20008328
Q1	20091230
median	20150518
Q3	20180702
95-th percentile	20200627
Maximum	20210226
Range	8289797
Interquartile range (IQR)	89472

Descriptive statistics

Standard deviation	196414.65
Coefficient of variation (CV)	0.0097580564
Kurtosis	1577.186
Mean	20128461
Median Absolute Deviation (MAD)	39887
Skewness	-37.759096
Sum	3.8988828 × 10¹⁰
Variance	3.8578717 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20180704	11	0.2%
19960615	10	0.2%
20100608	8	0.2%
20200609	7	0.1%
20040624	7	0.1%
20070322	6	0.1%
20190521	5	0.1%
20191017	5	0.1%
20190719	5	0.1%
20080325	5	0.1%
Other values (1416)	1868	38.3%
(Missing)	2944	60.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
11920429	1	< 0.1%
19870309	1	< 0.1%
19891110	1	< 0.1%
19900621	1	< 0.1%
19950331	1	< 0.1%
19950412	1	< 0.1%
19950417	1	< 0.1%
19950502	1	< 0.1%
19950503	1	< 0.1%
19950530	2	< 0.1%

Value	Count	Frequency (%)
20210226	1	< 0.1%
20210225	3	0.1%
20210224	1	< 0.1%
20210223	1	< 0.1%
20210219	2	< 0.1%
20210208	1	< 0.1%
20210205	1	< 0.1%
20210204	1	< 0.1%
20210202	1	< 0.1%
20210201	1	< 0.1%

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4881
Missing (%)	100.0%
Memory size	43.0 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4881
Missing (%)	100.0%
Memory size	43.0 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4881
Missing (%)	100.0%
Memory size	43.0 KiB

소재지전화
Text

MISSING

Distinct	3918
Distinct (%)	90.8%
Missing	566
Missing (%)	11.6%
Memory size	38.3 KiB

Length

Max length	12
Median length	12
Mean length	11.260255
Min length	3

Characters and Unicode

Total characters	48588
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	3664 ?
Unique (%)	84.9%

Sample

1st row	051 626 3691
2nd row	070 82804784
3rd row	051 742 2365
4th row	051 720 9518
5th row	051 746 2619

Value	Count	Frequency (%)
051	3998	37.8%
831	79	0.7%
070	52	0.5%
727	47	0.4%
330	38	0.4%
728	31	0.3%
332	27	0.3%
200	20	0.2%
714	19	0.2%
320	18	0.2%
Other values (3941)	6250	59.1%

Most occurring characters

Value	Count	Frequency (%)
0	8612	17.7%
1	7410	15.3%
5	7203	14.8%
	6305	13.0%
2	3466	7.1%
3	3116	6.4%
7	2975	6.1%
6	2717	5.6%
8	2465	5.1%
4	2330	4.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	42283	87.0%
Space Separator	6305	13.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	8612	20.4%
1	7410	17.5%
5	7203	17.0%
2	3466	8.2%
3	3116	7.4%
7	2975	7.0%
6	2717	6.4%
8	2465	5.8%
4	2330	5.5%
9	1989	4.7%

Space Separator

Value	Count	Frequency (%)
	6305	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	48588	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	8612	17.7%
1	7410	15.3%
5	7203	14.8%
	6305	13.0%
2	3466	7.1%
3	3116	6.4%
7	2975	6.1%
6	2717	5.6%
8	2465	5.1%
4	2330	4.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	48588	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	8612	17.7%
1	7410	15.3%
5	7203	14.8%
	6305	13.0%
2	3466	7.1%
3	3116	6.4%
7	2975	6.1%
6	2717	5.6%
8	2465	5.1%
4	2330	4.8%

소재지면적
Text

MISSING

Distinct	2339
Distinct (%)	61.8%
Missing	1098
Missing (%)	22.5%
Memory size	38.3 KiB

Length

Max length	9
Median length	8
Mean length	4.8969072
Min length	3

Characters and Unicode

Total characters	18525
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	1953 ?
Unique (%)	51.6%

Sample

1st row	16.12
2nd row	581.56
3rd row	70.01
4th row	111.10
5th row	67.32

Value	Count	Frequency (%)
00	751	19.9%
1.00	20	0.5%
12.00	19	0.5%
20.00	14	0.4%
8.00	14	0.4%
10.00	10	0.3%
25.00	10	0.3%
9.00	9	0.2%
18.00	9	0.2%
5.00	8	0.2%
Other values (2329)	2919	77.2%

Most occurring characters

Value	Count	Frequency (%)
0	3983	21.5%
.	3783	20.4%
1	2025	10.9%
2	1455	7.9%
3	1141	6.2%
4	1120	6.0%
5	1113	6.0%
6	1045	5.6%
8	1009	5.4%
9	924	5.0%
Other values (2)	927	5.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	14710	79.4%
Other Punctuation	3815	20.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3983	27.1%
1	2025	13.8%
2	1455	9.9%
3	1141	7.8%
4	1120	7.6%
5	1113	7.6%
6	1045	7.1%
8	1009	6.9%
9	924	6.3%
7	895	6.1%

Other Punctuation

Value	Count	Frequency (%)
.	3783	99.2%
,	32	0.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	18525	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	3983	21.5%
.	3783	20.4%
1	2025	10.9%
2	1455	7.9%
3	1141	6.2%
4	1120	6.0%
5	1113	6.0%
6	1045	5.6%
8	1009	5.4%
9	924	5.0%
Other values (2)	927	5.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	18525	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	3983	21.5%
.	3783	20.4%
1	2025	10.9%
2	1455	7.9%
3	1141	6.2%
4	1120	6.0%
5	1113	6.0%
6	1045	5.6%
8	1009	5.4%
9	924	5.0%
Other values (2)	927	5.0%

소재지우편번호
Real number (ℝ)

MISSING

Distinct	769
Distinct (%)	16.3%
Missing	162
Missing (%)	3.3%
Infinite	0
Infinite (%)	0.0%
Mean	611813.59

Minimum	600012
Maximum	619953
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.0 KiB

Quantile statistics

Minimum	600012
5-th percentile	602030
Q1	607809
median	612811
Q3	616854
95-th percentile	618819
Maximum	619953
Range	19941
Interquartile range (IQR)	9045

Descriptive statistics

Standard deviation	5535.2566
Coefficient of variation (CV)	0.0090472927
Kurtosis	-1.116315
Mean	611813.59
Median Absolute Deviation (MAD)	4992
Skewness	-0.2765747
Sum	2.8871483 × 10⁹
Variance	30639065
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
618819	80	1.6%
618230	73	1.5%
618818	62	1.3%
618817	58	1.2%
618820	57	1.2%
604836	46	0.9%
618280	33	0.7%
618814	32	0.7%
618220	32	0.7%
606080	30	0.6%
Other values (759)	4216	86.4%
(Missing)	162	3.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
600012	5	0.1%
600013	3	0.1%
600015	4	0.1%
600016	1	< 0.1%
600017	2	< 0.1%
600021	1	< 0.1%
600022	1	< 0.1%
600023	2	< 0.1%
600025	1	< 0.1%
600033	1	< 0.1%

Value	Count	Frequency (%)
619953	9	0.2%
619952	20	0.4%
619951	16	0.3%
619950	1	< 0.1%
619913	8	0.2%
619912	17	0.3%
619911	3	0.1%
619906	17	0.3%
619905	5	0.1%
619904	5	0.1%

소재지전체주소
Text

Distinct	4251
Distinct (%)	87.3%
Missing	11
Missing (%)	0.2%
Memory size	38.3 KiB

Length

Max length	63
Median length	57
Mean length	23.299795
Min length	14

Characters and Unicode

Total characters	113470
Distinct characters	438
Distinct categories	11 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

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

Unique

Unique	3762 ?
Unique (%)	77.2%

Sample

1st row	부산광역시 남구 용호동 393-4번지
2nd row	부산광역시 동래구 명장동 151-5번지 충렬고등학교
3rd row	부산광역시 해운대구 좌동 1363-1번지
4th row	부산광역시 해운대구 우동 1505
5th row	부산광역시 해운대구 중동 228-8번지

Value	Count	Frequency (%)
부산광역시	4870	22.3%
강서구	635	2.9%
사하구	496	2.3%
해운대구	420	1.9%
부산진구	407	1.9%
사상구	376	1.7%
기장군	316	1.4%
남구	313	1.4%
동래구	312	1.4%
북구	306	1.4%
Other values (4720)	13404	61.3%

Most occurring characters

Value	Count	Frequency (%)
	17003	15.0%
산	5826	5.1%
부	5642	5.0%
동	5451	4.8%
1	5006	4.4%
광	4989	4.4%
지	4942	4.4%
시	4928	4.3%
역	4876	4.3%
구	4775	4.2%
Other values (428)	50032	44.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	70461	62.1%
Decimal Number	21493	18.9%
Space Separator	17003	15.0%
Dash Punctuation	3690	3.3%
Uppercase Letter	417	0.4%
Open Punctuation	145	0.1%
Close Punctuation	143	0.1%
Other Punctuation	99	0.1%
Lowercase Letter	17	< 0.1%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
산	5826	8.3%
부	5642	8.0%
동	5451	7.7%
광	4989	7.1%
지	4942	7.0%
시	4928	7.0%
역	4876	6.9%
구	4775	6.8%
번	4442	6.3%
사	1105	1.6%
Other values (376)	23485	33.3%

Uppercase Letter

Value	Count	Frequency (%)
B	149	35.7%
T	130	31.2%
A	29	7.0%
L	17	4.1%
K	14	3.4%
C	13	3.1%
S	13	3.1%
I	10	2.4%
H	10	2.4%
E	5	1.2%
Other values (11)	27	6.5%

Decimal Number

Value	Count	Frequency (%)
1	5006	23.3%
2	2627	12.2%
3	2249	10.5%
5	2042	9.5%
4	1980	9.2%
0	1630	7.6%
6	1620	7.5%
7	1598	7.4%
8	1465	6.8%
9	1276	5.9%

Lowercase Letter

Value	Count	Frequency (%)
i	5	29.4%
e	5	29.4%
l	2	11.8%
c	2	11.8%
s	1	5.9%
o	1	5.9%
k	1	5.9%

Other Punctuation

Value	Count	Frequency (%)
,	71	71.7%
:	11	11.1%
.	7	7.1%
&	4	4.0%
@	3	3.0%
/	3	3.0%

Open Punctuation

Value	Count	Frequency (%)
(	144	99.3%
[	1	0.7%

Close Punctuation

Value	Count	Frequency (%)
)	142	99.3%
]	1	0.7%

Space Separator

Value	Count	Frequency (%)
	17003	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3690	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	70461	62.1%
Common	42574	37.5%
Latin	435	0.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
산	5826	8.3%
부	5642	8.0%
동	5451	7.7%
광	4989	7.1%
지	4942	7.0%
시	4928	7.0%
역	4876	6.9%
구	4775	6.8%
번	4442	6.3%
사	1105	1.6%
Other values (376)	23485	33.3%

Latin

Value	Count	Frequency (%)
B	149	34.3%
T	130	29.9%
A	29	6.7%
L	17	3.9%
K	14	3.2%
C	13	3.0%
S	13	3.0%
I	10	2.3%
H	10	2.3%
i	5	1.1%
Other values (19)	45	10.3%

Common

Value	Count	Frequency (%)
	17003	39.9%
1	5006	11.8%
-	3690	8.7%
2	2627	6.2%
3	2249	5.3%
5	2042	4.8%
4	1980	4.7%
0	1630	3.8%
6	1620	3.8%
7	1598	3.8%
Other values (13)	3129	7.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	70461	62.1%
ASCII	43008	37.9%
Number Forms	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	17003	39.5%
1	5006	11.6%
-	3690	8.6%
2	2627	6.1%
3	2249	5.2%
5	2042	4.7%
4	1980	4.6%
0	1630	3.8%
6	1620	3.8%
7	1598	3.7%
Other values (41)	3563	8.3%

Hangul

Value	Count	Frequency (%)
산	5826	8.3%
부	5642	8.0%
동	5451	7.7%
광	4989	7.1%
지	4942	7.0%
시	4928	7.0%
역	4876	6.9%
구	4775	6.8%
번	4442	6.3%
사	1105	1.6%
Other values (376)	23485	33.3%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

도로명전체주소
Text

MISSING

Distinct	3661
Distinct (%)	90.0%
Missing	815
Missing (%)	16.7%
Memory size	38.3 KiB

Length

Max length	68
Median length	53
Mean length	28.681013
Min length	19

Characters and Unicode

Total characters	116617
Distinct characters	479
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	3329 ?
Unique (%)	81.9%

Sample

1st row	부산광역시 남구 동명로146번길 3 (용호동)
2nd row	부산광역시 동래구 명장로106번길 26, 충렬고등학교 (명장동)
3rd row	부산광역시 해운대구 좌동순환로15번길 24 (좌동, 장산마을아파트)
4th row	부산광역시 해운대구 센텀3로 20, 지하2층 (우동, 센텀호텔 지하2층)
5th row	부산광역시 해운대구 대천로42번길 42, 1층 (중동)

Value	Count	Frequency (%)
부산광역시	4066	18.0%
강서구	539	2.4%
사하구	394	1.7%
해운대구	361	1.6%
1층	334	1.5%
부산진구	315	1.4%
동래구	280	1.2%
기장군	272	1.2%
남구	265	1.2%
사상구	264	1.2%
Other values (3673)	15481	68.6%

Most occurring characters

Value	Count	Frequency (%)
	18524	15.9%
산	5470	4.7%
동	4986	4.3%
부	4757	4.1%
시	4247	3.6%
광	4242	3.6%
역	4071	3.5%
구	4018	3.4%
로	3932	3.4%
(	3929	3.4%
Other values (469)	58441	50.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	71028	60.9%
Space Separator	18524	15.9%
Decimal Number	16799	14.4%
Open Punctuation	3929	3.4%
Close Punctuation	3927	3.4%
Other Punctuation	1699	1.5%
Dash Punctuation	532	0.5%
Uppercase Letter	157	0.1%
Lowercase Letter	14	< 0.1%
Math Symbol	8	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
산	5470	7.7%
동	4986	7.0%
부	4757	6.7%
시	4247	6.0%
광	4242	6.0%
역	4071	5.7%
구	4018	5.7%
로	3932	5.5%
길	1815	2.6%
대	1736	2.4%
Other values (421)	31754	44.7%

Uppercase Letter

Value	Count	Frequency (%)
B	32	20.4%
A	21	13.4%
C	20	12.7%
K	13	8.3%
S	12	7.6%
H	9	5.7%
L	9	5.7%
E	8	5.1%
P	5	3.2%
G	4	2.5%
Other values (10)	24	15.3%

Decimal Number

Value	Count	Frequency (%)
1	3717	22.1%
2	2399	14.3%
3	1922	11.4%
4	1538	9.2%
5	1423	8.5%
6	1372	8.2%
7	1261	7.5%
0	1250	7.4%
9	1037	6.2%
8	880	5.2%

Lowercase Letter

Value	Count	Frequency (%)
e	5	35.7%
c	3	21.4%
l	2	14.3%
i	1	7.1%
s	1	7.1%
k	1	7.1%
o	1	7.1%

Other Punctuation

Value	Count	Frequency (%)
,	1679	98.8%
:	6	0.4%
.	5	0.3%
&	4	0.2%
@	3	0.2%
/	2	0.1%

Space Separator

Value	Count	Frequency (%)
	18524	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	3929	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	3927	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	532	100.0%

Math Symbol

Value	Count	Frequency (%)
~	8	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	71028	60.9%
Common	45418	38.9%
Latin	171	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
산	5470	7.7%
동	4986	7.0%
부	4757	6.7%
시	4247	6.0%
광	4242	6.0%
역	4071	5.7%
구	4018	5.7%
로	3932	5.5%
길	1815	2.6%
대	1736	2.4%
Other values (421)	31754	44.7%

Latin

Value	Count	Frequency (%)
B	32	18.7%
A	21	12.3%
C	20	11.7%
K	13	7.6%
S	12	7.0%
H	9	5.3%
L	9	5.3%
E	8	4.7%
P	5	2.9%
e	5	2.9%
Other values (17)	37	21.6%

Common

Value	Count	Frequency (%)
	18524	40.8%
(	3929	8.7%
)	3927	8.6%
1	3717	8.2%
2	2399	5.3%
3	1922	4.2%
,	1679	3.7%
4	1538	3.4%
5	1423	3.1%
6	1372	3.0%
Other values (11)	4988	11.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	71028	60.9%
ASCII	45589	39.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	18524	40.6%
(	3929	8.6%
)	3927	8.6%
1	3717	8.2%
2	2399	5.3%
3	1922	4.2%
,	1679	3.7%
4	1538	3.4%
5	1423	3.1%
6	1372	3.0%
Other values (38)	5159	11.3%

Hangul

Value	Count	Frequency (%)
산	5470	7.7%
동	4986	7.0%
부	4757	6.7%
시	4247	6.0%
광	4242	6.0%
역	4071	5.7%
구	4018	5.7%
로	3932	5.5%
길	1815	2.6%
대	1736	2.4%
Other values (421)	31754	44.7%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	1426
Distinct (%)	35.6%
Missing	875
Missing (%)	17.9%
Infinite	0
Infinite (%)	0.0%
Mean	47645.724

Minimum	46000
Maximum	49526
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.0 KiB

Quantile statistics

Minimum	46000
5-th percentile	46048.25
Q1	46743
median	47570
Q3	48487
95-th percentile	49438
Maximum	49526
Range	3526
Interquartile range (IQR)	1744

Descriptive statistics

Standard deviation	1068.1399
Coefficient of variation (CV)	0.022418378
Kurtosis	-1.1655251
Mean	47645.724
Median Absolute Deviation (MAD)	841
Skewness	0.231418
Sum	1.9086877 × 10⁸
Variance	1140922.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
46742	51	1.0%
46753	47	1.0%
46754	41	0.8%
46757	37	0.8%
46752	28	0.6%
46755	27	0.6%
46726	26	0.5%
46751	25	0.5%
46744	19	0.4%
46004	17	0.3%
Other values (1416)	3688	75.6%
(Missing)	875	17.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
46000	1	< 0.1%
46002	7	0.1%
46004	17	0.3%
46005	2	< 0.1%
46006	3	0.1%
46007	3	0.1%
46008	5	0.1%
46009	4	0.1%
46010	2	< 0.1%
46011	5	0.1%

Value	Count	Frequency (%)
49526	5	0.1%
49525	2	< 0.1%
49524	2	< 0.1%
49523	1	< 0.1%
49522	2	< 0.1%
49521	2	< 0.1%
49520	2	< 0.1%
49518	2	< 0.1%
49516	3	0.1%
49515	1	< 0.1%

사업장명
Text

Distinct	4197
Distinct (%)	86.0%
Missing	0
Missing (%)	0.0%
Memory size	38.3 KiB

Length

Max length	30
Median length	28
Mean length	8.1497644
Min length	2

Characters and Unicode

Total characters	39779
Distinct characters	629
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	3678 ?
Unique (%)	75.4%

Sample

1st row	해누리 어린이집
2nd row	충렬고등학교
3rd row	충렬어린이집
4th row	해운대센텀호텔 구내식당
5th row	비엔케이(BNK)해운대어린이집

Value	Count	Frequency (%)
어린이집	139	2.4%
주식회사	55	0.9%
의료법인	53	0.9%
사회복지법인	33	0.6%
구내식당	29	0.5%
유치원	19	0.3%
요양병원	18	0.3%
집단급식소	18	0.3%
부산광역시	16	0.3%
부경대학교	15	0.3%
Other values (4444)	5451	93.2%

Most occurring characters

Value	Count	Frequency (%)
이	1521	3.8%
원	1410	3.5%
어	1279	3.2%
린	1235	3.1%
집	1234	3.1%
학	996	2.5%
	969	2.4%
주	959	2.4%
교	907	2.3%
)	895	2.2%
Other values (619)	28374	71.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	36489	91.7%
Space Separator	969	2.4%
Close Punctuation	895	2.2%
Open Punctuation	887	2.2%
Uppercase Letter	304	0.8%
Decimal Number	160	0.4%
Other Punctuation	51	0.1%
Lowercase Letter	22	0.1%
Dash Punctuation	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
이	1521	4.2%
원	1410	3.9%
어	1279	3.5%
린	1235	3.4%
집	1234	3.4%
학	996	2.7%
주	959	2.6%
교	907	2.5%
산	850	2.3%
부	728	2.0%
Other values (567)	25370	69.5%

Uppercase Letter

Value	Count	Frequency (%)
S	41	13.5%
K	32	10.5%
C	28	9.2%
T	21	6.9%
B	21	6.9%
A	19	6.2%
G	15	4.9%
N	14	4.6%
L	14	4.6%
M	14	4.6%
Other values (13)	85	28.0%

Decimal Number

Value	Count	Frequency (%)
2	66	41.2%
1	39	24.4%
3	22	13.8%
4	15	9.4%
5	6	3.8%
7	4	2.5%
0	3	1.9%
6	3	1.9%
9	2	1.2%

Lowercase Letter

Value	Count	Frequency (%)
e	6	27.3%
i	5	22.7%
w	4	18.2%
s	2	9.1%
r	1	4.5%
f	1	4.5%
a	1	4.5%
h	1	4.5%
k	1	4.5%

Other Punctuation

Value	Count	Frequency (%)
.	20	39.2%
,	9	17.6%
&	9	17.6%
·	6	11.8%
/	5	9.8%
!	1	2.0%
*	1	2.0%

Space Separator

Value	Count	Frequency (%)
	969	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	895	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	887	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	36489	91.7%
Common	2964	7.5%
Latin	326	0.8%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
이	1521	4.2%
원	1410	3.9%
어	1279	3.5%
린	1235	3.4%
집	1234	3.4%
학	996	2.7%
주	959	2.6%
교	907	2.5%
산	850	2.3%
부	728	2.0%
Other values (567)	25370	69.5%

Latin

Value	Count	Frequency (%)
S	41	12.6%
K	32	9.8%
C	28	8.6%
T	21	6.4%
B	21	6.4%
A	19	5.8%
G	15	4.6%
N	14	4.3%
L	14	4.3%
M	14	4.3%
Other values (22)	107	32.8%

Common

Value	Count	Frequency (%)
	969	32.7%
)	895	30.2%
(	887	29.9%
2	66	2.2%
1	39	1.3%
3	22	0.7%
.	20	0.7%
4	15	0.5%
,	9	0.3%
&	9	0.3%
Other values (10)	33	1.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	36489	91.7%
ASCII	3284	8.3%
None	6	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
이	1521	4.2%
원	1410	3.9%
어	1279	3.5%
린	1235	3.4%
집	1234	3.4%
학	996	2.7%
주	959	2.6%
교	907	2.5%
산	850	2.3%
부	728	2.0%
Other values (567)	25370	69.5%

ASCII

Value	Count	Frequency (%)
	969	29.5%
)	895	27.3%
(	887	27.0%
2	66	2.0%
S	41	1.2%
1	39	1.2%
K	32	1.0%
C	28	0.9%
3	22	0.7%
T	21	0.6%
Other values (41)	284	8.6%

None

Value	Count	Frequency (%)
·	6	100.0%

최종수정시점
Real number (ℝ)

Distinct	4218
Distinct (%)	86.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0158664 × 10¹³

Minimum	1.9990209 × 10¹³
Maximum	2.0210226 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.0 KiB

Quantile statistics

Minimum	1.9990209 × 10¹³
5-th percentile	2.0030904 × 10¹³
Q1	2.0160707 × 10¹³
median	2.0170822 × 10¹³
Q3	2.0190422 × 10¹³
95-th percentile	2.0201006 × 10¹³
Maximum	2.0210226 × 10¹³
Range	2.2001721 × 10¹¹
Interquartile range (IQR)	2.9715027 × 10¹⁰

Descriptive statistics

Standard deviation	4.9287474 × 10¹⁰
Coefficient of variation (CV)	0.0024449772
Kurtosis	2.1524401
Mean	2.0158664 × 10¹³
Median Absolute Deviation (MAD)	1.9581961 × 10¹⁰
Skewness	-1.7165558
Sum	9.8394439 × 10¹⁶
Variance	2.4292551 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20170822192441	206	4.2%
20170822191707	115	2.4%
20170822191632	91	1.9%
20020830000000	52	1.1%
20170822191614	43	0.9%
20010725000000	19	0.4%
20020226000000	11	0.2%
20020625000000	10	0.2%
20170822192708	8	0.2%
20031216000000	8	0.2%
Other values (4208)	4318	88.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19990209000000	1	< 0.1%
19990304000000	8	0.2%
19990318000000	6	0.1%
19990326000000	1	< 0.1%
19990406000000	4	0.1%
19990415000000	2	< 0.1%
19990504000000	1	< 0.1%
19990519000000	1	< 0.1%
19990708000000	1	< 0.1%
19990723000000	1	< 0.1%

Value	Count	Frequency (%)
20210226212609	1	< 0.1%
20210226212456	1	< 0.1%
20210226212143	1	< 0.1%
20210226211959	1	< 0.1%
20210226211921	1	< 0.1%
20210226175009	1	< 0.1%
20210226171420	1	< 0.1%
20210226164347	1	< 0.1%
20210226164049	1	< 0.1%
20210226152449	1	< 0.1%

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.3 KiB

I	3438
U	1443

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	I
3rd row	I
4th row	U
5th row	I

Common Values

Value	Count	Frequency (%)
I	3438	70.4%
U	1443	29.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	3438	70.4%
u	1443	29.6%

데이터갱신일자
Date

Distinct	569
Distinct (%)	11.7%
Missing	0
Missing (%)	0.0%
Memory size	38.3 KiB

Minimum	2018-08-31 23:59:59
Maximum	2021-02-28 02:40:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

Distinct	11
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	38.3 KiB

집단급식소	1255
어린이집	1240
산업체	794
학교	711
병원	480
Other values (6)	401

Length

Max length	8
Median length	6
Mean length	3.7383733
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	어린이집
2nd row	학교
3rd row	어린이집
4th row	산업체
5th row	어린이집

Common Values

Value	Count	Frequency (%)
집단급식소	1255	25.7%
어린이집	1240	25.4%
산업체	794	16.3%
학교	711	14.6%
병원	480	9.8%
사회복지시설	220	4.5%
공공기관	101	2.1%
기타 집단급식소	56	1.1%
기숙사	17	0.3%
수련원	5	0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
집단급식소	1311	26.6%
어린이집	1240	25.1%
산업체	794	16.1%
학교	711	14.4%
병원	480	9.7%
사회복지시설	220	4.5%
공공기관	101	2.0%
기타	56	1.1%
기숙사	17	0.3%
수련원	5	0.1%

좌표정보(x)
Real number (ℝ)

MISSING

Distinct	3492
Distinct (%)	75.2%
Missing	237
Missing (%)	4.9%
Infinite	0
Infinite (%)	0.0%
Mean	385720.67

Minimum	365010.39
Maximum	407879.3
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.0 KiB

Quantile statistics

Minimum	365010.39
5-th percentile	368655.38
Q1	381046.62
median	386784.86
Q3	391000.32
95-th percentile	398199.44
Maximum	407879.3
Range	42868.907
Interquartile range (IQR)	9953.6956

Descriptive statistics

Standard deviation	8288.475
Coefficient of variation (CV)	0.021488283
Kurtosis	0.12105183
Mean	385720.67
Median Absolute Deviation (MAD)	4953.3054
Skewness	-0.44636675
Sum	1.7912868 × 10⁹
Variance	68698818
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
391796.495138673	11	0.2%
379240.573215267	10	0.2%
383898.91114891	9	0.2%
382570.401135476	8	0.2%
388182.381367829	8	0.2%
371070.269343027	7	0.1%
389811.392307835	7	0.1%
389816.233000769	7	0.1%
383322.180241811	7	0.1%
382865.897094966	7	0.1%
Other values (3482)	4563	93.5%
(Missing)	237	4.9%

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	1	< 0.1%
365292.225416155	3	0.1%
365307.209621952	1	< 0.1%
365331.554111646	1	< 0.1%
365359.221940167	1	< 0.1%
365395.142740959	1	< 0.1%
365399.645488953	4	0.1%

Value	Count	Frequency (%)
407879.297470728	1	< 0.1%
407785.942175253	1	< 0.1%
407561.613314864	1	< 0.1%
407533.057972118	2	< 0.1%
407509.292975868	1	< 0.1%
406868.288952732	1	< 0.1%
406544.35494323	1	< 0.1%
406242.577428169	1	< 0.1%
405967.49653678	1	< 0.1%
405914.665215376	1	< 0.1%

좌표정보(y)
Real number (ℝ)

MISSING

Distinct	3492
Distinct (%)	75.2%
Missing	237
Missing (%)	4.9%
Infinite	0
Infinite (%)	0.0%
Mean	186558.13

Minimum	173008.04
Maximum	211242.85
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.0 KiB

Quantile statistics

Minimum	173008.04
5-th percentile	177297.47
Q1	180441.62
median	186114.74
Q3	190968.09
95-th percentile	198673.3
Maximum	211242.85
Range	38234.819
Interquartile range (IQR)	10526.472

Descriptive statistics

Standard deviation	6977.7997
Coefficient of variation (CV)	0.037402818
Kurtosis	0.31084662
Mean	186558.13
Median Absolute Deviation (MAD)	5119.9389
Skewness	0.65880345
Sum	8.6637595 × 10⁸
Variance	48689689
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
183632.373950837	11	0.2%
181413.478007094	10	0.2%
182014.846889314	9	0.2%
187570.045156033	8	0.2%
185024.662471639	8	0.2%
178844.957191338	7	0.1%
180523.822532435	7	0.1%
193329.605871168	7	0.1%
197560.128736032	7	0.1%
190186.827804782	7	0.1%
Other values (3482)	4563	93.5%
(Missing)	237	4.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
173008.035213696	1	< 0.1%
173992.30883079	1	< 0.1%
174047.04848343	1	< 0.1%
174073.798168057	1	< 0.1%
174114.148590962	1	< 0.1%
174122.568890976	2	< 0.1%
174140.916066183	1	< 0.1%
174195.454037802	1	< 0.1%
174213.492106852	1	< 0.1%
174256.59992362	2	< 0.1%

Value	Count	Frequency (%)
211242.854248711	1	< 0.1%
211219.461687024	1	< 0.1%
210727.650444124	1	< 0.1%
210670.814435815	1	< 0.1%
210424.660206307	1	< 0.1%
210246.141637797	1	< 0.1%
210015.613769918	1	< 0.1%
209816.460852413	1	< 0.1%
209053.527592549	1	< 0.1%
208963.76199907	2	< 0.1%

위생업태명
Categorical

Distinct	11
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	38.3 KiB

집단급식소	1255
어린이집	1239
산업체	798
학교	713
병원	480
Other values (6)	396

Length

Max length	8
Median length	6
Mean length	3.732227
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	어린이집
2nd row	학교
3rd row	어린이집
4th row	산업체
5th row	어린이집

Common Values

Value	Count	Frequency (%)
집단급식소	1255	25.7%
어린이집	1239	25.4%
산업체	798	16.3%
학교	713	14.6%
병원	480	9.8%
사회복지시설	221	4.5%
공공기관	101	2.1%
기타 집단급식소	50	1.0%
기숙사	17	0.3%
수련원	5	0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
집단급식소	1305	26.5%
어린이집	1239	25.1%
산업체	798	16.2%
학교	713	14.5%
병원	480	9.7%
사회복지시설	221	4.5%
공공기관	101	2.0%
기타	50	1.0%
기숙사	17	0.3%
수련원	5	0.1%

남성종사자수
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.3 KiB

<NA>	4329
0	546
1	6

Length

Max length	4
Median length	4
Mean length	3.6607253
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>	4329	88.7%
0	546	11.2%
1	6	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4329	88.7%
0	546	11.2%
1	6	0.1%

여성종사자수
Real number (ℝ)

MISSING ZEROS

Distinct	14
Distinct (%)	2.5%
Missing	4310
Missing (%)	88.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.40980736

Minimum	0
Maximum	20
Zeros	532
Zeros (%)	10.9%
Negative	0
Negative (%)	0.0%
Memory size	43.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	3
Maximum	20
Range	20
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.8992635
Coefficient of variation (CV)	4.6345276
Kurtosis	45.896119
Mean	0.40980736
Median Absolute Deviation (MAD)	0
Skewness	6.2231678
Sum	234
Variance	3.6072019
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
0	532	10.9%
3	7	0.1%
5	6	0.1%
2	5	0.1%
9	4	0.1%
4	4	0.1%
8	3	0.1%
6	2	< 0.1%
14	2	< 0.1%
1	2	< 0.1%
Other values (4)	4	0.1%
(Missing)	4310	88.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	532	10.9%
1	2	< 0.1%
2	5	0.1%
3	7	0.1%
4	4	0.1%
5	6	0.1%
6	2	< 0.1%
7	1	< 0.1%
8	3	0.1%
9	4	0.1%

Value	Count	Frequency (%)
20	1	< 0.1%
18	1	< 0.1%
14	2	< 0.1%
10	1	< 0.1%
9	4	0.1%
8	3	0.1%
7	1	< 0.1%
6	2	< 0.1%
5	6	0.1%
4	4	0.1%

영업장주변구분명
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.3 KiB

<NA>	3863
기타	986
주택가주변	15
학교정화(상대)	9
학교정화(절대)	6

Length

Max length	8
Median length	4
Mean length	3.6117599
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	3863	79.1%
기타	986	20.2%
주택가주변	15	0.3%
학교정화(상대)	9	0.2%
학교정화(절대)	6	0.1%
아파트지역	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3863	79.1%
기타	986	20.2%
주택가주변	15	0.3%
학교정화(상대	9	0.2%
학교정화(절대	6	0.1%
아파트지역	2	< 0.1%

등급구분명
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.3 KiB

<NA>	3863
기타	966
자율	51
우수	1

Length

Max length	4
Median length	4
Mean length	3.5828724
Min length	2

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	3863	79.1%
기타	966	19.8%
자율	51	1.0%
우수	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3863	79.1%
기타	966	19.8%
자율	51	1.0%
우수	1	< 0.1%

급수시설구분명
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.3 KiB

상수도전용	2987
<NA>	1817
지하수전용	54
상수도(음용)지하수(주방용)겸용	20
간이상수도	3

Length

Max length	17
Median length	5
Mean length	4.6769105
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
상수도전용	2987	61.2%
<NA>	1817	37.2%
지하수전용	54	1.1%
상수도(음용)지하수(주방용)겸용	20	0.4%
간이상수도	3	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
상수도전용	2987	61.2%
na	1817	37.2%
지하수전용	54	1.1%
상수도(음용)지하수(주방용)겸용	20	0.4%
간이상수도	3	0.1%

총종업원수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4881
Missing (%)	100.0%
Memory size	43.0 KiB

본사종업원수
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	19
Distinct (%)	0.7%
Missing	2043
Missing (%)	41.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.38231149

Minimum	0
Maximum	113
Zeros	2550
Zeros (%)	52.2%
Negative	0
Negative (%)	0.0%
Memory size	43.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	113
Range	113
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.8153234
Coefficient of variation (CV)	7.3639519
Kurtosis	988.69144
Mean	0.38231149
Median Absolute Deviation (MAD)	0
Skewness	27.459735
Sum	1085
Variance	7.9260458
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0	2550	52.2%
1	108	2.2%
2	58	1.2%
3	37	0.8%
4	24	0.5%
5	19	0.4%
6	12	0.2%
8	7	0.1%
7	5	0.1%
9	4	0.1%
Other values (9)	14	0.3%
(Missing)	2043	41.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2550	52.2%
1	108	2.2%
2	58	1.2%
3	37	0.8%
4	24	0.5%
5	19	0.4%
6	12	0.2%
7	5	0.1%
8	7	0.1%
9	4	0.1%

Value	Count	Frequency (%)
113	1	< 0.1%
61	1	< 0.1%
35	1	< 0.1%
20	1	< 0.1%
18	1	< 0.1%
16	3	0.1%
13	1	< 0.1%
12	1	< 0.1%
10	4	0.1%
9	4	0.1%

공장사무직종업원수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.3 KiB

<NA>	4880
0	1

Length

Max length	4
Median length	4
Mean length	3.9993854
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	4880	> 99.9%
0	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4880	> 99.9%
0	1	< 0.1%

공장판매직종업원수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.3 KiB

<NA>	4880
0	1

Length

Max length	4
Median length	4
Mean length	3.9993854
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	4880	> 99.9%
0	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4880	> 99.9%
0	1	< 0.1%

공장생산직종업원수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.3 KiB

<NA>	4880
0	1

Length

Max length	4
Median length	4
Mean length	3.9993854
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	4880	> 99.9%
0	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4880	> 99.9%
0	1	< 0.1%

건물소유구분명
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.3 KiB

<NA>	4485
자가	386
임대	10

Length

Max length	4
Median length	4
Mean length	3.8377382
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>	4485	91.9%
자가	386	7.9%
임대	10	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4485	91.9%
자가	386	7.9%
임대	10	0.2%

보증액
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.3 KiB

<NA>	3186
0	1695

Length

Max length	4
Median length	4
Mean length	2.9582053
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>	3186	65.3%
0	1695	34.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3186	65.3%
0	1695	34.7%

월세액
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.3 KiB

<NA>	3186
0	1695

Length

Max length	4
Median length	4
Mean length	2.9582053
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>	3186	65.3%
0	1695	34.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3186	65.3%
0	1695	34.7%

다중이용업소여부
Boolean

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.9 KiB

False	4875
True	6

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	4875	99.9%
True	6	0.1%

시설총규모
Real number (ℝ)

SKEWED ZEROS

Distinct	2083
Distinct (%)	42.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	54.479523

Minimum	0
Maximum	17067
Zeros	1870
Zeros (%)	38.3%
Negative	0
Negative (%)	0.0%
Memory size	43.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	13.72
Q3	43.7
95-th percentile	206.3
Maximum	17067
Range	17067
Interquartile range (IQR)	43.7

Descriptive statistics

Standard deviation	320.79021
Coefficient of variation (CV)	5.8882713
Kurtosis	1831.394
Mean	54.479523
Median Absolute Deviation (MAD)	13.72
Skewness	38.353647
Sum	265914.55
Variance	102906.36
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	1870	38.3%
12.0	22	0.5%
20.0	17	0.3%
18.0	15	0.3%
30.0	15	0.3%
24.0	12	0.2%
25.0	12	0.2%
10.0	11	0.2%
8.0	11	0.2%
14.0	11	0.2%
Other values (2073)	2885	59.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1870	38.3%
1.0	1	< 0.1%
1.38	1	< 0.1%
2.08	2	< 0.1%
3.0	2	< 0.1%
3.2	1	< 0.1%
3.22	1	< 0.1%
3.37	1	< 0.1%
3.62	1	< 0.1%
3.67	1	< 0.1%

Value	Count	Frequency (%)
17067.0	1	< 0.1%
10058.04	1	< 0.1%
4950.0	1	< 0.1%
3623.63	1	< 0.1%
2491.24	2	< 0.1%
2288.8	1	< 0.1%
2115.5	1	< 0.1%
1914.0	1	< 0.1%
1887.0	1	< 0.1%
1534.5	2	< 0.1%

전통업소지정번호
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4881
Missing (%)	100.0%
Memory size	43.0 KiB

전통업소주된음식
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4881
Missing (%)	100.0%
Memory size	43.0 KiB

홈페이지
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4881
Missing (%)	100.0%
Memory size	43.0 KiB

Unnamed: 47
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4881
Missing (%)	100.0%
Memory size	43.0 KiB

First rows
Last rows

	번호	개방서비스명	개방서비스id	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태구분코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	소재지전화	소재지면적	소재지우편번호	소재지전체주소	도로명전체주소	도로명우편번호	사업장명	최종수정시점	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(x)	좌표정보(y)	위생업태명	남성종사자수	여성종사자수	영업장주변구분명	등급구분명	급수시설구분명	총종업원수	본사종업원수	공장사무직종업원수	공장판매직종업원수	공장생산직종업원수	건물소유구분명	보증액	월세액	다중이용업소여부	시설총규모	전통업소지정번호	전통업소주된음식	홈페이지	Unnamed: 47
0	1	집단급식소	07_21_02_P	3310000	3310000-105-2014-00005	20140519	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 626 3691	16.12	608834	부산광역시 남구 용호동 393-4번지	부산광역시 남구 동명로146번길 3 (용호동)	48584	해누리 어린이집	20191119104729	U	2019-11-21 02:40:00.0	어린이집	392546.857164	182042.264355	어린이집	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	9.45	<NA>	<NA>	<NA>	<NA>
1	2	집단급식소	07_21_02_P	3300000	3300000-105-1999-00034	19990406	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	070 82804784	581.56	607810	부산광역시 동래구 명장동 151-5번지 충렬고등학교	부산광역시 동래구 명장로106번길 26, 충렬고등학교 (명장동)	47776	충렬고등학교	20180112171504	I	2018-08-31 23:59:59.0	학교	392063.322531	191275.517897	학교	<NA>	<NA>	기타	기타	상수도전용	<NA>	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	198.96	<NA>	<NA>	<NA>	<NA>
2	3	집단급식소	07_21_02_P	3330000	3330000-105-2017-00002	20170228	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 742 2365	70.01	612853	부산광역시 해운대구 좌동 1363-1번지	부산광역시 해운대구 좌동순환로15번길 24 (좌동, 장산마을아파트)	48084	충렬어린이집	20170308160315	I	2018-08-31 23:59:59.0	어린이집	397149.283455	187795.336413	어린이집	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	27.8	<NA>	<NA>	<NA>	<NA>
3	4	집단급식소	07_21_02_P	3330000	3330000-105-2017-00003	20170228	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 720 9518	111.10	612889	부산광역시 해운대구 우동 1505	부산광역시 해운대구 센텀3로 20, 지하2층 (우동, 센텀호텔 지하2층)	48060	해운대센텀호텔 구내식당	20210112110358	U	2021-01-14 02:40:00.0	산업체	394254.000317	187484.983032	산업체	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	50.42	<NA>	<NA>	<NA>	<NA>
4	5	집단급식소	07_21_02_P	3330000	3330000-105-2017-00004	20170228	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 746 2619	67.32	612846	부산광역시 해운대구 중동 228-8번지	부산광역시 해운대구 대천로42번길 42, 1층 (중동)	48082	비엔케이(BNK)해운대어린이집	20170307172035	I	2018-08-31 23:59:59.0	어린이집	397754.135252	187964.286349	어린이집	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	27.27	<NA>	<NA>	<NA>	<NA>
5	6	집단급식소	07_21_02_P	3330000	3330000-105-2017-00005	20170728	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 610 3071	75.17	612821	부산광역시 해운대구 우동 603-19번지	부산광역시 해운대구 구남로 9, 4층 (우동, 라마다앙코르해운대호텔 4층)	48095	라마다앙코르해운대호텔 직원식당	20171206171953	I	2018-08-31 23:59:59.0	산업체	396697.41331	187037.673015	산업체	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	0	<NA>	<NA>	<NA>	<NA>	0	0	N	31.11	<NA>	<NA>	<NA>	<NA>
6	7	집단급식소	07_21_02_P	3330000	3330000-105-2017-00009	20171103	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 720 4584	101.61	612070	부산광역시 해운대구 석대동 637번지	부산광역시 해운대구 반송로 523, 4층 (석대동)	48002	해운대우체국 석대동	20171107165054	I	2018-08-31 23:59:59.0	공공기관	392971.294534	193081.482641	공공기관	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	53.57	<NA>	<NA>	<NA>	<NA>
7	8	집단급식소	07_21_02_P	3400000	3400000-105-2014-00016	20140617	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0517281902	864.84	<NA>	부산광역시 기장군 정관읍 용수리 221번지 3층 중 3층	부산광역시 기장군 정관읍 가동옛길 37 (3층 중 3층)	46004	피터팬유치원	20170714134518	I	2018-08-31 23:59:59.0	어린이집	398134.354653	206060.329231	어린이집	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	0	<NA>	<NA>	<NA>	<NA>	0	0	N	39.09	<NA>	<NA>	<NA>	<NA>
8	9	집단급식소	07_21_02_P	3400000	3400000-105-2013-00024	20131018	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 727 5080	223.69	619951	부산광역시 기장군 장안읍 기룡리 69-1번지	부산광역시 기장군 장안읍 한골길 159-16	46031	효성노인건강센터	20190201143440	U	2019-02-03 02:40:00.0	사회복지시설	405496.613204	208963.761999	사회복지시설	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	0	<NA>	<NA>	<NA>	<NA>	0	0	N	82.26	<NA>	<NA>	<NA>	<NA>
9	10	집단급식소	07_21_02_P	3400000	3400000-105-2014-00020	20141203	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 7275270	151.30	<NA>	부산광역시 기장군 정관읍 달산리 1110-4번지 1층	부산광역시 기장군 정관읍 산단5로 103-14, 1층	46026	경신사	20170707144158	I	2018-08-31 23:59:59.0	산업체	400028.969816	204398.62101	산업체	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	0	<NA>	<NA>	<NA>	<NA>	0	0	N	49.5	<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
4871	4872	집단급식소	07_21_02_P	3400000	3400000-105-2015-00007	20150424	<NA>	3	폐업	2	폐업	20191212	<NA>	<NA>	<NA>	051 727 7670	184.80	<NA>	부산광역시 기장군 정관읍 모전리 776번지 동일스위트2차 관리동	부산광역시 기장군 정관읍 정관3로 23, 관리동 (동일스위트2차)	46010	동일에디슨어린이집	20191212131220	U	2019-12-14 02:40:00.0	어린이집	396861.570848	205529.184735	어린이집	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	0	<NA>	<NA>	<NA>	<NA>	0	0	N	22.22	<NA>	<NA>	<NA>	<NA>
4872	4873	집단급식소	07_21_02_P	3400000	3400000-105-2016-00011	20160907	<NA>	3	폐업	2	폐업	20200302	<NA>	<NA>	<NA>	051 728 0055	13.12	<NA>	부산광역시 기장군 정관읍 모전리 730번지 317동	부산광역시 기장군 정관읍 정관로 350, 317동 1층 (이지더원3차아파트)	46007	이지아이숲어린이집(EG아이숲어린이집)	20200302150719	U	2020-03-04 02:40:00.0	어린이집	396583.813926	206184.609574	어린이집	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	0	<NA>	<NA>	<NA>	<NA>	0	0	N	13.12	<NA>	<NA>	<NA>	<NA>
4873	4874	집단급식소	07_21_02_P	3400000	3400000-105-2016-00012	20161013	<NA>	3	폐업	2	폐업	20180206	<NA>	<NA>	<NA>	051 727 7881	11.47	<NA>	부산광역시 기장군 정관읍 용수리 1275번지 116동	부산광역시 기장군 정관읍 정관5로 144, 116동 1층	46013	풀리페어린이집	20180206144741	I	2018-08-31 23:59:59.0	어린이집	398180.304244	205553.364264	어린이집	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	0	<NA>	<NA>	<NA>	<NA>	0	0	N	11.47	<NA>	<NA>	<NA>	<NA>
4874	4875	집단급식소	07_21_02_P	3400000	3400000-105-2016-00013	20161019	<NA>	3	폐업	2	폐업	20200518	<NA>	<NA>	<NA>	070 47730388	113.13	619906	부산광역시 기장군 기장읍 청강리 60-4번지	부산광역시 기장군 기장읍 차성남로 103, 지하1층	46064	우리들요양병원	20200518141743	U	2020-05-20 02:40:00.0	병원	401956.660841	195812.485272	병원	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	0	<NA>	<NA>	<NA>	<NA>	0	0	N	113.13	<NA>	<NA>	<NA>	<NA>
4875	4876	집단급식소	07_21_02_P	3400000	3400000-105-2015-00009	20150622	<NA>	3	폐업	2	폐업	20200818	<NA>	<NA>	<NA>	051 728 5307	320.51	619952	부산광역시 기장군 장안읍 반룡리 839-2 3층	부산광역시 기장군 장안읍 장안산단9로 172, 3층	46034	태흥테크	20200818165046	U	2020-09-16 02:40:00.0	산업체	405252.086588	205193.47087	산업체	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	0	<NA>	<NA>	<NA>	<NA>	0	0	N	51.75	<NA>	<NA>	<NA>	<NA>
4876	4877	집단급식소	07_21_02_P	3400000	3400000-105-2017-00017	20170927	<NA>	3	폐업	2	폐업	20191211	<NA>	<NA>	<NA>	<NA>	539.10	619912	부산광역시 기장군 일광면 삼성리 H7번지 일광도시개발사업지구	<NA>	<NA>	지에스건설(주)부산일광자이함바식당	20191211160029	U	2019-12-13 02:40:00.0	산업체	<NA>	<NA>	산업체	<NA>	<NA>	<NA>	<NA>	지하수전용	<NA>	0	<NA>	<NA>	<NA>	<NA>	0	0	N	114.9	<NA>	<NA>	<NA>	<NA>
4877	4878	집단급식소	07_21_02_P	3310000	3310000-105-2018-00006	20181203	<NA>	3	폐업	2	폐업	20200703	<NA>	<NA>	<NA>	051 621 4413	9.90	608836	부산광역시 남구 용호동 465 삼육탕	부산광역시 남구 이기대공원로26번길 45-4, 1층 (용호동)	48580	푸른숲어린이집	20200703175211	U	2020-07-05 02:40:00.0	어린이집	392710.930601	182408.104137	어린이집	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	9.9	<NA>	<NA>	<NA>	<NA>
4878	4879	집단급식소	07_21_02_P	3290000	3290000-105-2018-00021	20181221	<NA>	3	폐업	2	폐업	20210219	<NA>	<NA>	<NA>	051 7147131	.00	614812	부산광역시 부산진구 개금동 511-1 개금메디칼빌딩	부산광역시 부산진구 가야대로 451, 개금메디칼빌딩 3층 (개금동)	47268	진아동병원	20210219152727	U	2021-02-21 02:40:00.0	병원	384150.489572	185697.071402	병원	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	0	<NA>	<NA>	<NA>	<NA>	0	0	N	0.0	<NA>	<NA>	<NA>	<NA>
4879	4880	집단급식소	07_21_02_P	3350000	3350000-105-2018-00009	20181119	<NA>	3	폐업	2	폐업	20200507	<NA>	<NA>	<NA>	<NA>	15.91	609390	부산광역시 금정구 장전동 732번지 금정산 쌍용예가 아파트	부산광역시 금정구 금강로379번길 50, 301동 1층 (장전동, 금정산 쌍용예가 아파트)	46246	아이미래어린이집	20200507112355	U	2020-05-09 02:40:00.0	어린이집	389664.786093	195729.022284	어린이집	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	0	<NA>	<NA>	<NA>	<NA>	0	0	N	15.91	<NA>	<NA>	<NA>	<NA>
4880	4881	집단급식소	07_21_02_P	3300000	3300000-105-2018-00017	20181221	<NA>	3	폐업	2	폐업	20200406	<NA>	<NA>	<NA>	051 506 3557	36.46	607840	부산광역시 동래구 온천동 1643번지	부산광역시 동래구 쇠미로121번길 106 (온천동)	47870	동래새싹유치원	20200406113715	U	2020-04-08 02:40:00.0	기타 집단급식소	387319.654988	191455.905223	기타 집단급식소	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	31.06	<NA>	<NA>	<NA>	<NA>

Overview

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Common Values

Length

Common Values (Plot)

Most occurring characters

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Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

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Common

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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

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Other Letter

Uppercase Letter

Decimal Number

Lowercase Letter

Other Punctuation

Open Punctuation

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Math Symbol

Letter Number

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

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Most frequent character per category