gimi9 Pandas Profiling

Dataset statistics

Number of variables	48
Number of observations	4925
Missing cells	57731
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	2021-06-01
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 (67.5%)	Imbalance
`영업장주변구분명` is highly imbalanced (69.5%)	Imbalance
`등급구분명` is highly imbalanced (60.2%)	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 (73.7%)	Imbalance
`다중이용업소여부` is highly imbalanced (98.6%)	Imbalance
`인허가취소일자` has 4925 (100.0%) missing values	Missing
`폐업일자` has 2944 (59.8%) missing values	Missing
`휴업시작일자` has 4925 (100.0%) missing values	Missing
`휴업종료일자` has 4925 (100.0%) missing values	Missing
`재개업일자` has 4925 (100.0%) missing values	Missing
`소재지전화` has 590 (12.0%) missing values	Missing
`소재지면적` has 1100 (22.3%) missing values	Missing
`소재지우편번호` has 163 (3.3%) missing values	Missing
`도로명전체주소` has 816 (16.6%) missing values	Missing
`도로명우편번호` has 876 (17.8%) missing values	Missing
`좌표정보(x)` has 242 (4.9%) missing values	Missing
`좌표정보(y)` has 242 (4.9%) missing values	Missing
`여성종사자수` has 4354 (88.4%) missing values	Missing
`총종업원수` has 4925 (100.0%) missing values	Missing
`본사종업원수` has 2068 (42.0%) missing values	Missing
`전통업소지정번호` has 4925 (100.0%) missing values	Missing
`전통업소주된음식` has 4925 (100.0%) missing values	Missing
`홈페이지` has 4925 (100.0%) missing values	Missing
`Unnamed: 47` has 4925 (100.0%) missing values	Missing
`폐업일자` is highly skewed (γ1 = -37.99108709)	Skewed
`본사종업원수` is highly skewed (γ1 = 27.3904713)	Skewed
`시설총규모` is highly skewed (γ1 = 38.50812231)	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 (10.8%) zeros	Zeros
`본사종업원수` has 2568 (52.1%) zeros	Zeros
`시설총규모` has 1880 (38.2%) zeros	Zeros

Reproduction

Analysis started	2024-04-17 13:16:10.927588
Analysis finished	2024-04-17 13:16:12.331638
Duration	1.4 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	4925
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2463

Minimum	1
Maximum	4925
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.4 KiB

Quantile statistics

Minimum	1
5-th percentile	247.2
Q1	1232
median	2463
Q3	3694
95-th percentile	4678.8
Maximum	4925
Range	4924
Interquartile range (IQR)	2462

Descriptive statistics

Standard deviation	1421.8694
Coefficient of variation (CV)	0.57729166
Kurtosis	-1.2
Mean	2463
Median Absolute Deviation (MAD)	1231
Skewness	0
Sum	12130275
Variance	2021712.5
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	< 0.1%
3282	1	< 0.1%
3289	1	< 0.1%
3288	1	< 0.1%
3287	1	< 0.1%
3286	1	< 0.1%
3285	1	< 0.1%
3284	1	< 0.1%
3283	1	< 0.1%
3281	1	< 0.1%
Other values (4915)	4915	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 (%)
4925	1	< 0.1%
4924	1	< 0.1%
4923	1	< 0.1%
4922	1	< 0.1%
4921	1	< 0.1%
4920	1	< 0.1%
4919	1	< 0.1%
4918	1	< 0.1%
4917	1	< 0.1%
4916	1	< 0.1%

개방서비스명
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.6 KiB

집단급식소	4925

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	4925	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
집단급식소	4925	100.0%

개방서비스id
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.6 KiB

07_21_02_P	4925

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	4925	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
07_21_02_p	4925	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	16
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3334294.4

Minimum	3250000
Maximum	3400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.4 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	40020.489
Coefficient of variation (CV)	0.012002686
Kurtosis	-0.87629495
Mean	3334294.4
Median Absolute Deviation (MAD)	30000
Skewness	-0.15327295
Sum	1.64214 × 10¹⁰
Variance	1.6016395 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3360000	642	13.0%
3340000	502	10.2%
3330000	422	8.6%
3290000	413	8.4%
3390000	379	7.7%
3400000	321	6.5%
3310000	314	6.4%
3300000	313	6.4%
3320000	310	6.3%
3350000	308	6.3%
Other values (6)	1001	20.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	81	1.6%
3260000	175	3.6%
3270000	148	3.0%
3280000	191	3.9%
3290000	413	8.4%
3300000	313	6.4%
3310000	314	6.4%
3320000	310	6.3%
3330000	422	8.6%
3340000	502	10.2%

Value	Count	Frequency (%)
3400000	321	6.5%
3390000	379	7.7%
3380000	171	3.5%
3370000	235	4.8%
3360000	642	13.0%
3350000	308	6.3%
3340000	502	10.2%
3330000	422	8.6%
3320000	310	6.3%
3310000	314	6.4%

관리번호
Text

UNIQUE

Distinct	4925
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	38.6 KiB

Length

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

Characters and Unicode

Total characters	108350
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	4925 ?
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%
3340000-105-2014-00011	1	< 0.1%
3340000-105-1987-00013	1	< 0.1%
3340000-105-1987-00001	1	< 0.1%
3340000-105-1987-00004	1	< 0.1%
3340000-105-2017-00004	1	< 0.1%
3340000-105-2017-00002	1	< 0.1%
3340000-105-2015-00014	1	< 0.1%
3340000-105-2015-00013	1	< 0.1%
3340000-105-2017-00005	1	< 0.1%
Other values (4915)	4915	99.8%

Most occurring characters

Value	Count	Frequency (%)
0	49422	45.6%
-	14775	13.6%
1	10295	9.5%
3	10245	9.5%
2	7261	6.7%
5	6360	5.9%
9	3216	3.0%
4	1941	1.8%
6	1924	1.8%
8	1510	1.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	93575	86.4%
Dash Punctuation	14775	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	49422	52.8%
1	10295	11.0%
3	10245	10.9%
2	7261	7.8%
5	6360	6.8%
9	3216	3.4%
4	1941	2.1%
6	1924	2.1%
8	1510	1.6%
7	1401	1.5%

Dash Punctuation

Value	Count	Frequency (%)
-	14775	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	108350	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	49422	45.6%
-	14775	13.6%
1	10295	9.5%
3	10245	9.5%
2	7261	6.7%
5	6360	5.9%
9	3216	3.0%
4	1941	1.8%
6	1924	1.8%
8	1510	1.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	108350	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	49422	45.6%
-	14775	13.6%
1	10295	9.5%
3	10245	9.5%
2	7261	6.7%
5	6360	5.9%
9	3216	3.0%
4	1941	1.8%
6	1924	1.8%
8	1510	1.4%

인허가일자
Real number (ℝ)

Distinct	3024
Distinct (%)	61.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20079822

Minimum	19670101
Maximum	20210430
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.4 KiB

Quantile statistics

Minimum	19670101
5-th percentile	19911013
Q1	20021106
median	20080904
Q3	20141201
95-th percentile	20200211
Maximum	20210430
Range	540329
Interquartile range (IQR)	120095

Descriptive statistics

Standard deviation	83225.917
Coefficient of variation (CV)	0.0041447537
Kurtosis	0.55302372
Mean	20079822
Median Absolute Deviation (MAD)	60022
Skewness	-0.66926936
Sum	9.8893123 × 10¹⁰
Variance	6.9265532 × 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 (3014)	4738	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 (%)
20210430	1	< 0.1%
20210423	3	0.1%
20210422	1	< 0.1%
20210421	1	< 0.1%
20210420	1	< 0.1%
20210419	2	< 0.1%
20210416	2	< 0.1%
20210415	2	< 0.1%
20210414	2	< 0.1%
20210412	1	< 0.1%

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4925
Missing (%)	100.0%
Memory size	43.4 KiB

영업상태구분코드
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.6 KiB

1	2944
3	1981

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	59.8%
3	1981	40.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	2944	59.8%
3	1981	40.2%

영업상태명
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.6 KiB

영업/정상	2944
폐업	1981

Length

Max length	5
Median length	5
Mean length	3.7932995
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	59.8%
폐업	1981	40.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업/정상	2944	59.8%
폐업	1981	40.2%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.6 KiB

1	2944
2	1981

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	59.8%
2	1981	40.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	2944	59.8%
2	1981	40.2%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.6 KiB

영업	2944
폐업	1981

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	59.8%
폐업	1981	40.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업	2944	59.8%
폐업	1981	40.2%

폐업일자
Real number (ℝ)

MISSING SKEWED

Distinct	1455
Distinct (%)	73.4%
Missing	2944
Missing (%)	59.8%
Infinite	0
Infinite (%)	0.0%
Mean	20130280

Minimum	11920429
Maximum	20210429
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.4 KiB

Quantile statistics

Minimum	11920429
5-th percentile	20010122
Q1	20100223
median	20150706
Q3	20180828
95-th percentile	20201019
Maximum	20210429
Range	8290000
Interquartile range (IQR)	80605

Descriptive statistics

Standard deviation	194594.81
Coefficient of variation (CV)	0.0096667714
Kurtosis	1601.9976
Mean	20130280
Median Absolute Deviation (MAD)	39815
Skewness	-37.991087
Sum	3.9878084 × 10¹⁰
Variance	3.7867141 × 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%
20040624	7	0.1%
20200609	7	0.1%
20070322	6	0.1%
20190719	5	0.1%
20170228	5	0.1%
20191017	5	0.1%
20190521	5	0.1%
Other values (1445)	1912	38.8%
(Missing)	2944	59.8%

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 (%)
20210429	1	< 0.1%
20210428	2	< 0.1%
20210423	1	< 0.1%
20210422	2	< 0.1%
20210421	1	< 0.1%
20210419	1	< 0.1%
20210416	2	< 0.1%
20210415	1	< 0.1%
20210414	2	< 0.1%
20210412	1	< 0.1%

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4925
Missing (%)	100.0%
Memory size	43.4 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4925
Missing (%)	100.0%
Memory size	43.4 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4925
Missing (%)	100.0%
Memory size	43.4 KiB

소재지전화
Text

MISSING

Distinct	3936
Distinct (%)	90.8%
Missing	590
Missing (%)	12.0%
Memory size	38.6 KiB

Length

Max length	12
Median length	12
Mean length	11.263206
Min length	3

Characters and Unicode

Total characters	48826
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	3681 ?
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	4016	37.8%
831	80	0.8%
070	52	0.5%
727	47	0.4%
330	38	0.4%
728	31	0.3%
332	28	0.3%
714	20	0.2%
200	20	0.2%
361	18	0.2%
Other values (3955)	6286	59.1%

Most occurring characters

Value	Count	Frequency (%)
0	8656	17.7%
1	7438	15.2%
5	7236	14.8%
	6343	13.0%
2	3485	7.1%
3	3135	6.4%
7	2987	6.1%
6	2726	5.6%
8	2474	5.1%
4	2346	4.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	42483	87.0%
Space Separator	6343	13.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	8656	20.4%
1	7438	17.5%
5	7236	17.0%
2	3485	8.2%
3	3135	7.4%
7	2987	7.0%
6	2726	6.4%
8	2474	5.8%
4	2346	5.5%
9	2000	4.7%

Space Separator

Value	Count	Frequency (%)
	6343	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	48826	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	8656	17.7%
1	7438	15.2%
5	7236	14.8%
	6343	13.0%
2	3485	7.1%
3	3135	6.4%
7	2987	6.1%
6	2726	5.6%
8	2474	5.1%
4	2346	4.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	48826	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	8656	17.7%
1	7438	15.2%
5	7236	14.8%
	6343	13.0%
2	3485	7.1%
3	3135	6.4%
7	2987	6.1%
6	2726	5.6%
8	2474	5.1%
4	2346	4.8%

소재지면적
Text

MISSING

Distinct	2367
Distinct (%)	61.9%
Missing	1100
Missing (%)	22.3%
Memory size	38.6 KiB

Length

Max length	9
Median length	8
Mean length	4.8983007
Min length	3

Characters and Unicode

Total characters	18736
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	1975 ?
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	757	19.8%
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%
16.50	8	0.2%
Other values (2357)	2955	77.3%

Most occurring characters

Value	Count	Frequency (%)
0	4019	21.5%
.	3825	20.4%
1	2057	11.0%
2	1475	7.9%
3	1155	6.2%
4	1130	6.0%
5	1123	6.0%
6	1060	5.7%
8	1025	5.5%
9	930	5.0%
Other values (2)	937	5.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	14879	79.4%
Other Punctuation	3857	20.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4019	27.0%
1	2057	13.8%
2	1475	9.9%
3	1155	7.8%
4	1130	7.6%
5	1123	7.5%
6	1060	7.1%
8	1025	6.9%
9	930	6.3%
7	905	6.1%

Other Punctuation

Value	Count	Frequency (%)
.	3825	99.2%
,	32	0.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	18736	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4019	21.5%
.	3825	20.4%
1	2057	11.0%
2	1475	7.9%
3	1155	6.2%
4	1130	6.0%
5	1123	6.0%
6	1060	5.7%
8	1025	5.5%
9	930	5.0%
Other values (2)	937	5.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	18736	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4019	21.5%
.	3825	20.4%
1	2057	11.0%
2	1475	7.9%
3	1155	6.2%
4	1130	6.0%
5	1123	6.0%
6	1060	5.7%
8	1025	5.5%
9	930	5.0%
Other values (2)	937	5.0%

소재지우편번호
Real number (ℝ)

MISSING

Distinct	770
Distinct (%)	16.2%
Missing	163
Missing (%)	3.3%
Infinite	0
Infinite (%)	0.0%
Mean	611817.38

Minimum	600012
Maximum	619953
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.4 KiB

Quantile statistics

Minimum	600012
5-th percentile	602030
Q1	607808.25
median	612811
Q3	616854
95-th percentile	618819
Maximum	619953
Range	19941
Interquartile range (IQR)	9045.75

Descriptive statistics

Standard deviation	5536.3068
Coefficient of variation (CV)	0.0090489533
Kurtosis	-1.119372
Mean	611817.38
Median Absolute Deviation (MAD)	4993
Skewness	-0.2758674
Sum	2.9134743 × 10⁹
Variance	30650693
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
618819	81	1.6%
618230	74	1.5%
618818	63	1.3%
618817	58	1.2%
618820	57	1.2%
604836	47	1.0%
618280	33	0.7%
618814	33	0.7%
618220	32	0.6%
606080	31	0.6%
Other values (760)	4253	86.4%
(Missing)	163	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	9	0.2%
619912	19	0.4%
619911	3	0.1%
619906	17	0.3%
619905	5	0.1%
619904	5	0.1%

소재지전체주소
Text

Distinct	4300
Distinct (%)	87.5%
Missing	11
Missing (%)	0.2%
Memory size	38.6 KiB

Length

Max length	63
Median length	56
Mean length	23.293651
Min length	14

Characters and Unicode

Total characters	114465
Distinct characters	441
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	3812 ?
Unique (%)	77.6%

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	4914	22.2%
강서구	640	2.9%
사하구	501	2.3%
해운대구	422	1.9%
부산진구	413	1.9%
사상구	380	1.7%
기장군	320	1.4%
남구	314	1.4%
동래구	314	1.4%
북구	310	1.4%
Other values (4801)	13558	61.4%

Most occurring characters

Value	Count	Frequency (%)
	17190	15.0%
산	5884	5.1%
부	5698	5.0%
동	5502	4.8%
1	5051	4.4%
광	5039	4.4%
시	4973	4.3%
역	4920	4.3%
지	4876	4.3%
구	4824	4.2%
Other values (431)	50508	44.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	71053	62.1%
Decimal Number	21680	18.9%
Space Separator	17190	15.0%
Dash Punctuation	3719	3.2%
Uppercase Letter	418	0.4%
Open Punctuation	144	0.1%
Close Punctuation	142	0.1%
Other Punctuation	99	0.1%
Lowercase Letter	17	< 0.1%
Letter Number	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
산	5884	8.3%
부	5698	8.0%
동	5502	7.7%
광	5039	7.1%
시	4973	7.0%
역	4920	6.9%
지	4876	6.9%
구	4824	6.8%
번	4362	6.1%
사	1122	1.6%
Other values (379)	23853	33.6%

Uppercase Letter

Value	Count	Frequency (%)
B	149	35.6%
T	130	31.1%
A	29	6.9%
L	17	4.1%
C	14	3.3%
K	14	3.3%
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	5051	23.3%
2	2656	12.3%
3	2265	10.4%
5	2062	9.5%
4	1994	9.2%
0	1644	7.6%
6	1634	7.5%
7	1609	7.4%
8	1478	6.8%
9	1287	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 (%)
(	143	99.3%
[	1	0.7%

Close Punctuation

Value	Count	Frequency (%)
)	141	99.3%
]	1	0.7%

Space Separator

Value	Count	Frequency (%)
	17190	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3719	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	2	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	71053	62.1%
Common	42975	37.5%
Latin	437	0.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
산	5884	8.3%
부	5698	8.0%
동	5502	7.7%
광	5039	7.1%
시	4973	7.0%
역	4920	6.9%
지	4876	6.9%
구	4824	6.8%
번	4362	6.1%
사	1122	1.6%
Other values (379)	23853	33.6%

Latin

Value	Count	Frequency (%)
B	149	34.1%
T	130	29.7%
A	29	6.6%
L	17	3.9%
C	14	3.2%
K	14	3.2%
S	13	3.0%
I	10	2.3%
H	10	2.3%
E	5	1.1%
Other values (19)	46	10.5%

Common

Value	Count	Frequency (%)
	17190	40.0%
1	5051	11.8%
-	3719	8.7%
2	2656	6.2%
3	2265	5.3%
5	2062	4.8%
4	1994	4.6%
0	1644	3.8%
6	1634	3.8%
7	1609	3.7%
Other values (13)	3151	7.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	71053	62.1%
ASCII	43410	37.9%
Number Forms	2	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	17190	39.6%
1	5051	11.6%
-	3719	8.6%
2	2656	6.1%
3	2265	5.2%
5	2062	4.8%
4	1994	4.6%
0	1644	3.8%
6	1634	3.8%
7	1609	3.7%
Other values (41)	3586	8.3%

Hangul

Value	Count	Frequency (%)
산	5884	8.3%
부	5698	8.0%
동	5502	7.7%
광	5039	7.1%
시	4973	7.0%
역	4920	6.9%
지	4876	6.9%
구	4824	6.8%
번	4362	6.1%
사	1122	1.6%
Other values (379)	23853	33.6%

Number Forms

Value	Count	Frequency (%)
Ⅱ	2	100.0%

도로명전체주소
Text

MISSING

Distinct	3695
Distinct (%)	89.9%
Missing	816
Missing (%)	16.6%
Memory size	38.6 KiB

Length

Max length	68
Median length	53
Mean length	28.745437
Min length	19

Characters and Unicode

Total characters	118115
Distinct characters	482
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	3357 ?
Unique (%)	81.7%

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	4109	18.0%
강서구	544	2.4%
사하구	399	1.7%
해운대구	363	1.6%
1층	345	1.5%
부산진구	320	1.4%
동래구	282	1.2%
기장군	276	1.2%
사상구	268	1.2%
금정구	266	1.2%
Other values (3707)	15686	68.6%

Most occurring characters

Value	Count	Frequency (%)
	18768	15.9%
산	5532	4.7%
동	5042	4.3%
부	4810	4.1%
시	4294	3.6%
광	4291	3.6%
역	4114	3.5%
구	4066	3.4%
로	3972	3.4%
(	3968	3.4%
Other values (472)	59258	50.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	71961	60.9%
Space Separator	18768	15.9%
Decimal Number	16998	14.4%
Open Punctuation	3968	3.4%
Close Punctuation	3966	3.4%
Other Punctuation	1739	1.5%
Dash Punctuation	535	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	5532	7.7%
동	5042	7.0%
부	4810	6.7%
시	4294	6.0%
광	4291	6.0%
역	4114	5.7%
구	4066	5.7%
로	3972	5.5%
길	1837	2.6%
대	1748	2.4%
Other values (423)	32255	44.8%

Uppercase Letter

Value	Count	Frequency (%)
B	33	21.0%
C	21	13.4%
A	21	13.4%
K	13	8.3%
S	11	7.0%
H	9	5.7%
L	9	5.7%
E	8	5.1%
P	5	3.2%
G	4	2.5%
Other values (10)	23	14.6%

Decimal Number

Value	Count	Frequency (%)
1	3768	22.2%
2	2427	14.3%
3	1942	11.4%
4	1555	9.1%
5	1444	8.5%
6	1388	8.2%
7	1273	7.5%
0	1265	7.4%
9	1049	6.2%
8	887	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%
o	1	7.1%
k	1	7.1%

Other Punctuation

Value	Count	Frequency (%)
,	1720	98.9%
:	6	0.3%
.	5	0.3%
@	3	0.2%
&	3	0.2%
/	2	0.1%

Space Separator

Value	Count	Frequency (%)
	18768	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	3968	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	3966	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	535	100.0%

Math Symbol

Value	Count	Frequency (%)
~	8	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	71961	60.9%
Common	45982	38.9%
Latin	172	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
산	5532	7.7%
동	5042	7.0%
부	4810	6.7%
시	4294	6.0%
광	4291	6.0%
역	4114	5.7%
구	4066	5.7%
로	3972	5.5%
길	1837	2.6%
대	1748	2.4%
Other values (423)	32255	44.8%

Latin

Value	Count	Frequency (%)
B	33	19.2%
C	21	12.2%
A	21	12.2%
K	13	7.6%
S	11	6.4%
H	9	5.2%
L	9	5.2%
E	8	4.7%
P	5	2.9%
e	5	2.9%
Other values (18)	37	21.5%

Common

Value	Count	Frequency (%)
	18768	40.8%
(	3968	8.6%
)	3966	8.6%
1	3768	8.2%
2	2427	5.3%
3	1942	4.2%
,	1720	3.7%
4	1555	3.4%
5	1444	3.1%
6	1388	3.0%
Other values (11)	5036	11.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	71961	60.9%
ASCII	46153	39.1%
Number Forms	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	18768	40.7%
(	3968	8.6%
)	3966	8.6%
1	3768	8.2%
2	2427	5.3%
3	1942	4.2%
,	1720	3.7%
4	1555	3.4%
5	1444	3.1%
6	1388	3.0%
Other values (38)	5207	11.3%

Hangul

Value	Count	Frequency (%)
산	5532	7.7%
동	5042	7.0%
부	4810	6.7%
시	4294	6.0%
광	4291	6.0%
역	4114	5.7%
구	4066	5.7%
로	3972	5.5%
길	1837	2.6%
대	1748	2.4%
Other values (423)	32255	44.8%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	1429
Distinct (%)	35.3%
Missing	876
Missing (%)	17.8%
Infinite	0
Infinite (%)	0.0%
Mean	47645.913

Minimum	46000
Maximum	49526
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.4 KiB

Quantile statistics

Minimum	46000
5-th percentile	46048
Q1	46743
median	47570
Q3	48492
95-th percentile	49437.6
Maximum	49526
Range	3526
Interquartile range (IQR)	1749

Descriptive statistics

Standard deviation	1069.2597
Coefficient of variation (CV)	0.022441793
Kurtosis	-1.1689302
Mean	47645.913
Median Absolute Deviation (MAD)	842
Skewness	0.23175588
Sum	1.929183 × 10⁸
Variance	1143316.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
46742	51	1.0%
46753	48	1.0%
46754	41	0.8%
46757	37	0.8%
46755	28	0.6%
46752	28	0.6%
46726	27	0.5%
46751	25	0.5%
46744	19	0.4%
46004	18	0.4%
Other values (1419)	3727	75.7%
(Missing)	876	17.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
46000	1	< 0.1%
46002	7	0.1%
46004	18	0.4%
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	4224
Distinct (%)	85.8%
Missing	0
Missing (%)	0.0%
Memory size	38.6 KiB

Length

Max length	30
Median length	28
Mean length	8.1524873
Min length	2

Characters and Unicode

Total characters	40151
Distinct characters	631
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	3696 ?
Unique (%)	75.0%

Sample

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

Value	Count	Frequency (%)
어린이집	143	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 (4475)	5506	93.2%

Most occurring characters

Value	Count	Frequency (%)
이	1539	3.8%
원	1424	3.5%
어	1293	3.2%
린	1249	3.1%
집	1249	3.1%
학	999	2.5%
	984	2.5%
주	968	2.4%
교	909	2.3%
)	900	2.2%
Other values (621)	28637	71.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	36841	91.8%
Space Separator	984	2.5%
Close Punctuation	900	2.2%
Open Punctuation	892	2.2%
Uppercase Letter	302	0.8%
Decimal Number	162	0.4%
Other Punctuation	48	0.1%
Lowercase Letter	20	< 0.1%
Dash Punctuation	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
이	1539	4.2%
원	1424	3.9%
어	1293	3.5%
린	1249	3.4%
집	1249	3.4%
학	999	2.7%
주	968	2.6%
교	909	2.5%
산	856	2.3%
부	732	2.0%
Other values (570)	25623	69.6%

Uppercase Letter

Value	Count	Frequency (%)
S	40	13.2%
K	33	10.9%
C	28	9.3%
B	21	7.0%
A	19	6.3%
T	18	6.0%
G	16	5.3%
N	14	4.6%
L	14	4.6%
M	14	4.6%
Other values (13)	85	28.1%

Decimal Number

Value	Count	Frequency (%)
2	67	41.4%
1	39	24.1%
3	23	14.2%
4	15	9.3%
5	6	3.7%
7	4	2.5%
6	3	1.9%
0	3	1.9%
9	2	1.2%

Lowercase Letter

Value	Count	Frequency (%)
e	6	30.0%
i	5	25.0%
w	4	20.0%
s	1	5.0%
a	1	5.0%
h	1	5.0%
f	1	5.0%
r	1	5.0%

Other Punctuation

Value	Count	Frequency (%)
.	20	41.7%
,	9	18.8%
·	6	12.5%
&	6	12.5%
/	5	10.4%
!	1	2.1%
*	1	2.1%

Space Separator

Value	Count	Frequency (%)
	984	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	900	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	892	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	36841	91.8%
Common	2988	7.4%
Latin	322	0.8%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
이	1539	4.2%
원	1424	3.9%
어	1293	3.5%
린	1249	3.4%
집	1249	3.4%
학	999	2.7%
주	968	2.6%
교	909	2.5%
산	856	2.3%
부	732	2.0%
Other values (570)	25623	69.6%

Latin

Value	Count	Frequency (%)
S	40	12.4%
K	33	10.2%
C	28	8.7%
B	21	6.5%
A	19	5.9%
T	18	5.6%
G	16	5.0%
N	14	4.3%
L	14	4.3%
M	14	4.3%
Other values (21)	105	32.6%

Common

Value	Count	Frequency (%)
	984	32.9%
)	900	30.1%
(	892	29.9%
2	67	2.2%
1	39	1.3%
3	23	0.8%
.	20	0.7%
4	15	0.5%
,	9	0.3%
·	6	0.2%
Other values (10)	33	1.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	36841	91.8%
ASCII	3304	8.2%
None	6	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
이	1539	4.2%
원	1424	3.9%
어	1293	3.5%
린	1249	3.4%
집	1249	3.4%
학	999	2.7%
주	968	2.6%
교	909	2.5%
산	856	2.3%
부	732	2.0%
Other values (570)	25623	69.6%

ASCII

Value	Count	Frequency (%)
	984	29.8%
)	900	27.2%
(	892	27.0%
2	67	2.0%
S	40	1.2%
1	39	1.2%
K	33	1.0%
C	28	0.8%
3	23	0.7%
B	21	0.6%
Other values (40)	277	8.4%

None

Value	Count	Frequency (%)
·	6	100.0%

최종수정시점
Real number (ℝ)

Distinct	4271
Distinct (%)	86.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0159615 × 10¹³

Minimum	1.9990209 × 10¹³
Maximum	2.021043 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.4 KiB

Quantile statistics

Minimum	1.9990209 × 10¹³
5-th percentile	2.0030917 × 10¹³
Q1	2.0160822 × 10¹³
median	2.0170822 × 10¹³
Q3	2.0190701 × 10¹³
95-th percentile	2.0210114 × 10¹³
Maximum	2.021043 × 10¹³
Range	2.2022116 × 10¹¹
Interquartile range (IQR)	2.9878998 × 10¹⁰

Descriptive statistics

Standard deviation	4.964563 × 10¹⁰
Coefficient of variation (CV)	0.0024626278
Kurtosis	2.1170369
Mean	2.0159615 × 10¹³
Median Absolute Deviation (MAD)	1.9694961 × 10¹⁰
Skewness	-1.6958157
Sum	9.9286106 × 10¹⁶
Variance	2.4646886 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20170822192441	201	4.1%
20170822191707	113	2.3%
20170822191632	90	1.8%
20020830000000	52	1.1%
20170822191614	42	0.9%
20010725000000	19	0.4%
20020226000000	11	0.2%
20020625000000	10	0.2%
20031216000000	8	0.2%
19990304000000	8	0.2%
Other values (4261)	4371	88.8%

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 (%)
20210430163912	1	< 0.1%
20210430114616	1	< 0.1%
20210429171455	1	< 0.1%
20210429170311	1	< 0.1%
20210429163100	1	< 0.1%
20210429140336	1	< 0.1%
20210428133136	1	< 0.1%
20210428133040	1	< 0.1%
20210428100126	1	< 0.1%
20210427132509	1	< 0.1%

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.6 KiB

I	3400
U	1525

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	3400	69.0%
U	1525	31.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	3400	69.0%
u	1525	31.0%

데이터갱신일자
Date

Distinct	616
Distinct (%)	12.5%
Missing	0
Missing (%)	0.0%
Memory size	38.6 KiB

Minimum	2018-08-31 23:59:59
Maximum	2021-05-02 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	38.6 KiB

어린이집	1259
집단급식소	1255
산업체	802
학교	713
병원	485
Other values (6)	411

Length

Max length	8
Median length	6
Mean length	3.7403046
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 (%)
어린이집	1259	25.6%
집단급식소	1255	25.5%
산업체	802	16.3%
학교	713	14.5%
병원	485	9.8%
사회복지시설	228	4.6%
공공기관	102	2.1%
기타 집단급식소	57	1.2%
기숙사	17	0.3%
수련원	5	0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
집단급식소	1312	26.3%
어린이집	1259	25.3%
산업체	802	16.1%
학교	713	14.3%
병원	485	9.7%
사회복지시설	228	4.6%
공공기관	102	2.0%
기타	57	1.1%
기숙사	17	0.3%
수련원	5	0.1%

좌표정보(x)
Real number (ℝ)

MISSING

Distinct	3505
Distinct (%)	74.8%
Missing	242
Missing (%)	4.9%
Infinite	0
Infinite (%)	0.0%
Mean	385710.96

Minimum	365010.39
Maximum	407879.3
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.4 KiB

Quantile statistics

Minimum	365010.39
5-th percentile	368654.58
Q1	381051.72
median	386744.04
Q3	390984.18
95-th percentile	398192.61
Maximum	407879.3
Range	42868.907
Interquartile range (IQR)	9932.4578

Descriptive statistics

Standard deviation	8278.0928
Coefficient of variation (CV)	0.021461907
Kurtosis	0.12441777
Mean	385710.96
Median Absolute Deviation (MAD)	4974.5863
Skewness	-0.44585451
Sum	1.8062844 × 10⁹
Variance	68526820
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%
382865.897094966	8	0.2%
388182.381367829	8	0.2%
389811.392307835	7	0.1%
389816.233000769	7	0.1%
371070.269343027	7	0.1%
383322.180241811	7	0.1%
Other values (3495)	4601	93.4%
(Missing)	242	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	3505
Distinct (%)	74.8%
Missing	242
Missing (%)	4.9%
Infinite	0
Infinite (%)	0.0%
Mean	186547.3

Minimum	173008.04
Maximum	211242.85
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.4 KiB

Quantile statistics

Minimum	173008.04
5-th percentile	177296.81
Q1	180422.68
median	186105.43
Q3	190950.77
95-th percentile	198678.71
Maximum	211242.85
Range	38234.819
Interquartile range (IQR)	10528.093

Descriptive statistics

Standard deviation	6980.1966
Coefficient of variation (CV)	0.037417837
Kurtosis	0.31024373
Mean	186547.3
Median Absolute Deviation (MAD)	5129.2434
Skewness	0.66078444
Sum	8.7360102 × 10⁸
Variance	48723145
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%
190186.827804782	8	0.2%
185024.662471639	8	0.2%
180523.822532435	7	0.1%
193329.605871168	7	0.1%
178844.957191338	7	0.1%
197560.128736032	7	0.1%
Other values (3495)	4601	93.4%
(Missing)	242	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	38.6 KiB

어린이집	1258
집단급식소	1255
산업체	806
학교	715
병원	485
Other values (6)	406

Length

Max length	8
Median length	6
Mean length	3.7342132
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 (%)
어린이집	1258	25.5%
집단급식소	1255	25.5%
산업체	806	16.4%
학교	715	14.5%
병원	485	9.8%
사회복지시설	229	4.6%
공공기관	102	2.1%
기타 집단급식소	51	1.0%
기숙사	17	0.3%
수련원	5	0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
집단급식소	1306	26.2%
어린이집	1258	25.3%
산업체	806	16.2%
학교	715	14.4%
병원	485	9.7%
사회복지시설	229	4.6%
공공기관	102	2.0%
기타	51	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	38.6 KiB

<NA>	4373
0	546
1	6

Length

Max length	4
Median length	4
Mean length	3.6637563
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>	4373	88.8%
0	546	11.1%
1	6	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4373	88.8%
0	546	11.1%
1	6	0.1%

여성종사자수
Real number (ℝ)

MISSING ZEROS

Distinct	14
Distinct (%)	2.5%
Missing	4354
Missing (%)	88.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.40980736

Minimum	0
Maximum	20
Zeros	532
Zeros (%)	10.8%
Negative	0
Negative (%)	0.0%
Memory size	43.4 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	10.8%
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)	4354	88.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	532	10.8%
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	38.6 KiB

<NA>	3907
기타	986
주택가주변	15
학교정화(상대)	9
학교정화(절대)	6

Length

Max length	8
Median length	4
Mean length	3.6152284
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>	3907	79.3%
기타	986	20.0%
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	3907	79.3%
기타	986	20.0%
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	38.6 KiB

<NA>	3907
기타	966
자율	51
우수	1

Length

Max length	4
Median length	4
Mean length	3.586599
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>	3907	79.3%
기타	966	19.6%
자율	51	1.0%
우수	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3907	79.3%
기타	966	19.6%
자율	51	1.0%
우수	1	< 0.1%

급수시설구분명
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.6 KiB

상수도전용	3003
<NA>	1846
지하수전용	55
상수도(음용)지하수(주방용)겸용	18
간이상수도	3

Length

Max length	17
Median length	5
Mean length	4.6690355
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	3003	61.0%
<NA>	1846	37.5%
지하수전용	55	1.1%
상수도(음용)지하수(주방용)겸용	18	0.4%
간이상수도	3	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
상수도전용	3003	61.0%
na	1846	37.5%
지하수전용	55	1.1%
상수도(음용)지하수(주방용)겸용	18	0.4%
간이상수도	3	0.1%

총종업원수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4925
Missing (%)	100.0%
Memory size	43.4 KiB

본사종업원수
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	19
Distinct (%)	0.7%
Missing	2068
Missing (%)	42.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.38326916

Minimum	0
Maximum	113
Zeros	2568
Zeros (%)	52.1%
Negative	0
Negative (%)	0.0%
Memory size	43.4 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	2.8118721
Coefficient of variation (CV)	7.3365467
Kurtosis	986.93613
Mean	0.38326916
Median Absolute Deviation (MAD)	0
Skewness	27.390471
Sum	1095
Variance	7.9066247
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0	2568	52.1%
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%
10	5	0.1%
Other values (9)	14	0.3%
(Missing)	2068	42.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2568	52.1%
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	5	0.1%
9	4	0.1%

공장사무직종업원수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.6 KiB

<NA>	4924
0	1

Length

Max length	4
Median length	4
Mean length	3.9993909
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>	4924	> 99.9%
0	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4924	> 99.9%
0	1	< 0.1%

공장판매직종업원수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.6 KiB

<NA>	4924
0	1

Length

Max length	4
Median length	4
Mean length	3.9993909
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>	4924	> 99.9%
0	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4924	> 99.9%
0	1	< 0.1%

공장생산직종업원수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.6 KiB

<NA>	4924
0	1

Length

Max length	4
Median length	4
Mean length	3.9993909
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>	4924	> 99.9%
0	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4924	> 99.9%
0	1	< 0.1%

건물소유구분명
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.6 KiB

<NA>	4529
자가	386
임대	10

Length

Max length	4
Median length	4
Mean length	3.8391878
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>	4529	92.0%
자가	386	7.8%
임대	10	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4529	92.0%
자가	386	7.8%
임대	10	0.2%

보증액
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.6 KiB

<NA>	3212
0	1713

Length

Max length	4
Median length	4
Mean length	2.9565482
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>	3212	65.2%
0	1713	34.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3212	65.2%
0	1713	34.8%

월세액
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.6 KiB

<NA>	3212
0	1713

Length

Max length	4
Median length	4
Mean length	2.9565482
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>	3212	65.2%
0	1713	34.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3212	65.2%
0	1713	34.8%

다중이용업소여부
Boolean

IMBALANCE

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

False	4919
True	6

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	4919	99.9%
True	6	0.1%

시설총규모
Real number (ℝ)

SKEWED ZEROS

Distinct	2104
Distinct (%)	42.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	54.353541

Minimum	0
Maximum	17067
Zeros	1880
Zeros (%)	38.2%
Negative	0
Negative (%)	0.0%
Memory size	43.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	13.8
Q3	43.8
95-th percentile	206.04
Maximum	17067
Range	17067
Interquartile range (IQR)	43.8

Descriptive statistics

Standard deviation	319.40683
Coefficient of variation (CV)	5.8764677
Kurtosis	1846.7437
Mean	54.353541
Median Absolute Deviation (MAD)	13.8
Skewness	38.508122
Sum	267691.19
Variance	102020.72
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	1880	38.2%
12.0	22	0.4%
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%
8.0	11	0.2%
14.0	11	0.2%
10.0	11	0.2%
Other values (2094)	2919	59.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1880	38.2%
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	4925
Missing (%)	100.0%
Memory size	43.4 KiB

전통업소주된음식
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4925
Missing (%)	100.0%
Memory size	43.4 KiB

홈페이지
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4925
Missing (%)	100.0%
Memory size	43.4 KiB

Unnamed: 47
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4925
Missing (%)	100.0%
Memory size	43.4 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
4915	4916	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>
4916	4917	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>
4917	4918	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>
4918	4919	집단급식소	07_21_02_P	3280000	3280000-105-2018-00005	20181213	<NA>	3	폐업	2	폐업	20210330	<NA>	<NA>	<NA>	<NA>	52.34	606080	부산광역시 영도구 동삼동 1121	부산광역시 영도구 상리로 30 (동삼동)	49093	동삼사회복지관	20210330114808	U	2021-04-01 02:40:00.0	사회복지시설	388488.108655	177979.767287	사회복지시설	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	17.85	<NA>	<NA>	<NA>	<NA>
4919	4920	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>
4920	4921	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>
4921	4922	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>
4922	4923	집단급식소	07_21_02_P	3280000	3280000-105-2018-00004	20181207	<NA>	3	폐업	2	폐업	20210415	<NA>	<NA>	<NA>	051 413 4661	<NA>	606053	부산광역시 영도구 신선동3가 112-127 영도구종합사회복지관	부산광역시 영도구 산정길 138, 영도구종합사회복지관 (신선동3가)	49076	영도구종합사회복지관	20210415160050	U	2021-04-17 02:40:00.0	사회복지시설	386672.326493	177707.834399	사회복지시설	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>
4923	4924	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>
4924	4925	집단급식소	07_21_02_P	3400000	3400000-105-2020-00015	20201204	<NA>	3	폐업	2	폐업	20210303	<NA>	<NA>	<NA>	<NA>	26.30	619901	부산광역시 기장군 기장읍 교리 345-5 하늘빛어린이집	부산광역시 기장군 기장읍 차성로390번길 24, 하늘빛어린이집 1층	46056	하늘빛 어린이집	20210303112859	U	2021-03-05 02:40:00.0	어린이집	401686.661673	197019.356662	어린이집	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	<NA>	<NA>	0	0	N	15.4	<NA>	<NA>	<NA>	<NA>

Overview

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Common Values (Plot)

Common Values

Length

Common Values (Plot)

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Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

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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

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Most frequent character per category

Other Letter

Uppercase Letter

Decimal Number

Lowercase Letter

Other Punctuation

Open Punctuation

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Letter Number

Math Symbol

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Number Forms

Most occurring characters

Most occurring categories

Most frequent character per category