gimi9 Pandas Profiling

Dataset statistics

Number of variables	48
Number of observations	4902
Missing cells	57469
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	2021-05-01
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 (67.4%)	Imbalance
`영업장주변구분명` is highly imbalanced (69.4%)	Imbalance
`등급구분명` is highly imbalanced (60.1%)	Imbalance
`급수시설구분명` is highly imbalanced (53.8%)	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 (73.6%)	Imbalance
`다중이용업소여부` is highly imbalanced (98.6%)	Imbalance
`인허가취소일자` has 4902 (100.0%) missing values	Missing
`폐업일자` has 2939 (60.0%) missing values	Missing
`휴업시작일자` has 4902 (100.0%) missing values	Missing
`휴업종료일자` has 4902 (100.0%) missing values	Missing
`재개업일자` has 4902 (100.0%) missing values	Missing
`소재지전화` has 579 (11.8%) missing values	Missing
`소재지면적` has 1098 (22.4%) missing values	Missing
`소재지우편번호` has 163 (3.3%) missing values	Missing
`도로명전체주소` has 816 (16.6%) missing values	Missing
`도로명우편번호` has 876 (17.9%) missing values	Missing
`좌표정보(x)` has 242 (4.9%) missing values	Missing
`좌표정보(y)` has 242 (4.9%) missing values	Missing
`여성종사자수` has 4331 (88.4%) missing values	Missing
`총종업원수` has 4902 (100.0%) missing values	Missing
`본사종업원수` has 2054 (41.9%) missing values	Missing
`전통업소지정번호` has 4902 (100.0%) missing values	Missing
`전통업소주된음식` has 4902 (100.0%) missing values	Missing
`홈페이지` has 4902 (100.0%) missing values	Missing
`Unnamed: 47` has 4902 (100.0%) missing values	Missing
`폐업일자` is highly skewed (γ1 = -37.89612656)	Skewed
`본사종업원수` is highly skewed (γ1 = 27.50677235)	Skewed
`시설총규모` is highly skewed (γ1 = 38.42149563)	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 2560 (52.2%) zeros	Zeros
`시설총규모` has 1873 (38.2%) zeros	Zeros

Reproduction

Analysis started	2024-04-17 13:22:28.912360
Analysis finished	2024-04-17 13:22:30.667588
Duration	1.76 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	4902
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2451.5

Minimum	1
Maximum	4902
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.2 KiB

Quantile statistics

Minimum	1
5-th percentile	246.05
Q1	1226.25
median	2451.5
Q3	3676.75
95-th percentile	4656.95
Maximum	4902
Range	4901
Interquartile range (IQR)	2450.5

Descriptive statistics

Standard deviation	1415.2298
Coefficient of variation (CV)	0.57729139
Kurtosis	-1.2
Mean	2451.5
Median Absolute Deviation (MAD)	1225.5
Skewness	0
Sum	12017253
Variance	2002875.5
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	< 0.1%
3267	1	< 0.1%
3274	1	< 0.1%
3273	1	< 0.1%
3272	1	< 0.1%
3271	1	< 0.1%
3270	1	< 0.1%
3269	1	< 0.1%
3268	1	< 0.1%
3266	1	< 0.1%
Other values (4892)	4892	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 (%)
4902	1	< 0.1%
4901	1	< 0.1%
4900	1	< 0.1%
4899	1	< 0.1%
4898	1	< 0.1%
4897	1	< 0.1%
4896	1	< 0.1%
4895	1	< 0.1%
4894	1	< 0.1%
4893	1	< 0.1%

개방서비스명
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.4 KiB

집단급식소	4902

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	4902	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
집단급식소	4902	100.0%

개방서비스id
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.4 KiB

07_21_02_P	4902

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	4902	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
07_21_02_p	4902	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	16
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3334324.8

Minimum	3250000
Maximum	3400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.2 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	40022.731
Coefficient of variation (CV)	0.012003249
Kurtosis	-0.87619008
Mean	3334324.8
Median Absolute Deviation (MAD)	30000
Skewness	-0.15358771
Sum	1.634486 × 10¹⁰
Variance	1.601819 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3360000	640	13.1%
3340000	498	10.2%
3330000	420	8.6%
3290000	412	8.4%
3390000	376	7.7%
3400000	321	6.5%
3310000	314	6.4%
3300000	312	6.4%
3350000	307	6.3%
3320000	307	6.3%
Other values (6)	995	20.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	81	1.7%
3260000	173	3.5%
3270000	148	3.0%
3280000	188	3.8%
3290000	412	8.4%
3300000	312	6.4%
3310000	314	6.4%
3320000	307	6.3%
3330000	420	8.6%
3340000	498	10.2%

Value	Count	Frequency (%)
3400000	321	6.5%
3390000	376	7.7%
3380000	171	3.5%
3370000	234	4.8%
3360000	640	13.1%
3350000	307	6.3%
3340000	498	10.2%
3330000	420	8.6%
3320000	307	6.3%
3310000	314	6.4%

관리번호
Text

UNIQUE

Distinct	4902
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	38.4 KiB

Length

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

Characters and Unicode

Total characters	107844
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	4902 ?
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%
3340000-105-1990-00030	1	< 0.1%
3370000-105-1998-00037	1	< 0.1%
3340000-105-1995-00081	1	< 0.1%
3370000-105-1982-00004	1	< 0.1%
3370000-105-1981-00001	1	< 0.1%
3370000-105-1981-00002	1	< 0.1%
3370000-105-1980-00007	1	< 0.1%
3370000-105-1998-00025	1	< 0.1%
3340000-105-1989-00029	1	< 0.1%
Other values (4892)	4892	99.8%

Most occurring characters

Value	Count	Frequency (%)
0	49191	45.6%
-	14706	13.6%
1	10248	9.5%
3	10200	9.5%
2	7204	6.7%
5	6333	5.9%
9	3209	3.0%
4	1933	1.8%
6	1917	1.8%
8	1504	1.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	93138	86.4%
Dash Punctuation	14706	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	49191	52.8%
1	10248	11.0%
3	10200	11.0%
2	7204	7.7%
5	6333	6.8%
9	3209	3.4%
4	1933	2.1%
6	1917	2.1%
8	1504	1.6%
7	1399	1.5%

Dash Punctuation

Value	Count	Frequency (%)
-	14706	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	107844	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	49191	45.6%
-	14706	13.6%
1	10248	9.5%
3	10200	9.5%
2	7204	6.7%
5	6333	5.9%
9	3209	3.0%
4	1933	1.8%
6	1917	1.8%
8	1504	1.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	107844	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	49191	45.6%
-	14706	13.6%
1	10248	9.5%
3	10200	9.5%
2	7204	6.7%
5	6333	5.9%
9	3209	3.0%
4	1933	1.8%
6	1917	1.8%
8	1504	1.4%

인허가일자
Real number (ℝ)

Distinct	3008
Distinct (%)	61.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20079209

Minimum	19670101
Maximum	20210331
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.2 KiB

Quantile statistics

Minimum	19670101
5-th percentile	19911010
Q1	20021018
median	20080812
Q3	20141027
95-th percentile	20200108
Maximum	20210331
Range	540230
Interquartile range (IQR)	120008.75

Descriptive statistics

Standard deviation	82937.615
Coefficient of variation (CV)	0.004130522
Kurtosis	0.5704457
Mean	20079209
Median Absolute Deviation (MAD)	60088
Skewness	-0.67560322
Sum	9.8428283 × 10¹⁰
Variance	6.878648 × 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%
20000529	17	0.3%
19900612	17	0.3%
19980511	16	0.3%
19900326	14	0.3%
19890622	14	0.3%
19991130	13	0.3%
Other values (2998)	4715	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 (%)
20210331	3	0.1%
20210330	3	0.1%
20210326	1	< 0.1%
20210325	1	< 0.1%
20210318	1	< 0.1%
20210316	1	< 0.1%
20210315	1	< 0.1%
20210312	1	< 0.1%
20210311	2	< 0.1%
20210310	1	< 0.1%

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4902
Missing (%)	100.0%
Memory size	43.2 KiB

영업상태구분코드
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.4 KiB

1	2939
3	1963

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	2939	60.0%
3	1963	40.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	2939	60.0%
3	1963	40.0%

영업상태명
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.4 KiB

영업/정상	2939
폐업	1963

Length

Max length	5
Median length	5
Mean length	3.7986536
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	2939	60.0%
폐업	1963	40.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업/정상	2939	60.0%
폐업	1963	40.0%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.4 KiB

1	2939
2	1963

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	2939	60.0%
2	1963	40.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	2939	60.0%
2	1963	40.0%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.4 KiB

영업	2939
폐업	1963

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	2939	60.0%
폐업	1963	40.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업	2939	60.0%
폐업	1963	40.0%

폐업일자
Real number (ℝ)

MISSING SKEWED

Distinct	1441
Distinct (%)	73.4%
Missing	2939
Missing (%)	60.0%
Infinite	0
Infinite (%)	0.0%
Mean	20129545

Minimum	11920429
Maximum	20210331
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.2 KiB

Quantile statistics

Minimum	11920429
5-th percentile	20010113
Q1	20100129
median	20150615
Q3	20180718
95-th percentile	20200826
Maximum	20210331
Range	8289902
Interquartile range (IQR)	80588.5

Descriptive statistics

Standard deviation	195333.28
Coefficient of variation (CV)	0.0097038098
Kurtosis	1591.8398
Mean	20129545
Median Absolute Deviation (MAD)	39888
Skewness	-37.896127
Sum	3.9514297 × 10¹⁰
Variance	3.8155088 × 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 (1431)	1894	38.6%
(Missing)	2939	60.0%

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 (%)
20210331	1	< 0.1%
20210330	1	< 0.1%
20210324	1	< 0.1%
20210323	2	< 0.1%
20210322	1	< 0.1%
20210318	1	< 0.1%
20210316	3	0.1%
20210315	2	< 0.1%
20210312	3	0.1%
20210311	2	< 0.1%

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4902
Missing (%)	100.0%
Memory size	43.2 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4902
Missing (%)	100.0%
Memory size	43.2 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4902
Missing (%)	100.0%
Memory size	43.2 KiB

소재지전화
Text

MISSING

Distinct	3925
Distinct (%)	90.8%
Missing	579
Missing (%)	11.8%
Memory size	38.4 KiB

Length

Max length	12
Median length	12
Mean length	11.261624
Min length	3

Characters and Unicode

Total characters	48684
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	3670 ?
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	4006	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 (3947)	6266	59.1%

Most occurring characters

Value	Count	Frequency (%)
0	8631	17.7%
1	7420	15.2%
5	7218	14.8%
	6321	13.0%
2	3474	7.1%
3	3121	6.4%
7	2983	6.1%
6	2720	5.6%
8	2466	5.1%
4	2335	4.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	42363	87.0%
Space Separator	6321	13.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	8631	20.4%
1	7420	17.5%
5	7218	17.0%
2	3474	8.2%
3	3121	7.4%
7	2983	7.0%
6	2720	6.4%
8	2466	5.8%
4	2335	5.5%
9	1995	4.7%

Space Separator

Value	Count	Frequency (%)
	6321	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	48684	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	8631	17.7%
1	7420	15.2%
5	7218	14.8%
	6321	13.0%
2	3474	7.1%
3	3121	6.4%
7	2983	6.1%
6	2720	5.6%
8	2466	5.1%
4	2335	4.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	48684	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	8631	17.7%
1	7420	15.2%
5	7218	14.8%
	6321	13.0%
2	3474	7.1%
3	3121	6.4%
7	2983	6.1%
6	2720	5.6%
8	2466	5.1%
4	2335	4.8%

소재지면적
Text

MISSING

Distinct	2352
Distinct (%)	61.8%
Missing	1098
Missing (%)	22.4%
Memory size	38.4 KiB

Length

Max length	9
Median length	8
Mean length	4.8974763
Min length	3

Characters and Unicode

Total characters	18630
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	1961 ?
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	753	19.8%
1.00	20	0.5%
12.00	19	0.5%
8.00	14	0.4%
20.00	14	0.4%
25.00	10	0.3%
10.00	10	0.3%
9.00	9	0.2%
18.00	9	0.2%
5.00	8	0.2%
Other values (2342)	2938	77.2%

Most occurring characters

Value	Count	Frequency (%)
0	4000	21.5%
.	3804	20.4%
1	2040	11.0%
2	1467	7.9%
3	1148	6.2%
4	1126	6.0%
5	1118	6.0%
6	1054	5.7%
8	1016	5.5%
9	926	5.0%
Other values (2)	931	5.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	14794	79.4%
Other Punctuation	3836	20.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4000	27.0%
1	2040	13.8%
2	1467	9.9%
3	1148	7.8%
4	1126	7.6%
5	1118	7.6%
6	1054	7.1%
8	1016	6.9%
9	926	6.3%
7	899	6.1%

Other Punctuation

Value	Count	Frequency (%)
.	3804	99.2%
,	32	0.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	18630	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4000	21.5%
.	3804	20.4%
1	2040	11.0%
2	1467	7.9%
3	1148	6.2%
4	1126	6.0%
5	1118	6.0%
6	1054	5.7%
8	1016	5.5%
9	926	5.0%
Other values (2)	931	5.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	18630	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4000	21.5%
.	3804	20.4%
1	2040	11.0%
2	1467	7.9%
3	1148	6.2%
4	1126	6.0%
5	1118	6.0%
6	1054	5.7%
8	1016	5.5%
9	926	5.0%
Other values (2)	931	5.0%

소재지우편번호
Real number (ℝ)

MISSING

Distinct	770
Distinct (%)	16.2%
Missing	163
Missing (%)	3.3%
Infinite	0
Infinite (%)	0.0%
Mean	611821.08

Minimum	600012
Maximum	619953
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.2 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	5534.9245
Coefficient of variation (CV)	0.009046639
Kurtosis	-1.1163896
Mean	611821.08
Median Absolute Deviation (MAD)	4993
Skewness	-0.27708979
Sum	2.8994201 × 10⁹
Variance	30635389
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
618819	80	1.6%
618230	74	1.5%
618818	62	1.3%
618817	58	1.2%
618820	57	1.2%
604836	46	0.9%
618280	33	0.7%
618814	33	0.7%
618220	32	0.7%
606080	31	0.6%
Other values (760)	4233	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	4277
Distinct (%)	87.4%
Missing	11
Missing (%)	0.2%
Memory size	38.4 KiB

Length

Max length	63
Median length	57
Mean length	23.295236
Min length	14

Characters and Unicode

Total characters	113937
Distinct characters	440
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	3789 ?
Unique (%)	77.5%

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	4891	22.3%
강서구	638	2.9%
사하구	497	2.3%
해운대구	420	1.9%
부산진구	412	1.9%
사상구	377	1.7%
기장군	320	1.5%
남구	314	1.4%
동래구	313	1.4%
북구	307	1.4%
Other values (4770)	13483	61.4%

Most occurring characters

Value	Count	Frequency (%)
	17099	15.0%
산	5854	5.1%
부	5671	5.0%
동	5474	4.8%
1	5022	4.4%
광	5016	4.4%
시	4950	4.3%
지	4902	4.3%
역	4897	4.3%
구	4796	4.2%
Other values (430)	50256	44.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	70739	62.1%
Decimal Number	21576	18.9%
Space Separator	17099	15.0%
Dash Punctuation	3701	3.2%
Uppercase Letter	417	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	5854	8.3%
부	5671	8.0%
동	5474	7.7%
광	5016	7.1%
시	4950	7.0%
지	4902	6.9%
역	4897	6.9%
구	4796	6.8%
번	4393	6.2%
사	1110	1.6%
Other values (378)	23676	33.5%

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	5022	23.3%
2	2643	12.2%
3	2259	10.5%
5	2050	9.5%
4	1986	9.2%
0	1637	7.6%
6	1623	7.5%
7	1601	7.4%
8	1472	6.8%
9	1283	5.9%

Lowercase Letter

Value	Count	Frequency (%)
i	5	29.4%
e	5	29.4%
c	2	11.8%
l	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 (%)
	17099	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3701	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	70739	62.1%
Common	42762	37.5%
Latin	436	0.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
산	5854	8.3%
부	5671	8.0%
동	5474	7.7%
광	5016	7.1%
시	4950	7.0%
지	4902	6.9%
역	4897	6.9%
구	4796	6.8%
번	4393	6.2%
사	1110	1.6%
Other values (378)	23676	33.5%

Latin

Value	Count	Frequency (%)
B	149	34.2%
T	130	29.8%
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)	46	10.6%

Common

Value	Count	Frequency (%)
	17099	40.0%
1	5022	11.7%
-	3701	8.7%
2	2643	6.2%
3	2259	5.3%
5	2050	4.8%
4	1986	4.6%
0	1637	3.8%
6	1623	3.8%
7	1601	3.7%
Other values (13)	3141	7.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	70739	62.1%
ASCII	43196	37.9%
Number Forms	2	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	17099	39.6%
1	5022	11.6%
-	3701	8.6%
2	2643	6.1%
3	2259	5.2%
5	2050	4.7%
4	1986	4.6%
0	1637	3.8%
6	1623	3.8%
7	1601	3.7%
Other values (41)	3575	8.3%

Hangul

Value	Count	Frequency (%)
산	5854	8.3%
부	5671	8.0%
동	5474	7.7%
광	5016	7.1%
시	4950	7.0%
지	4902	6.9%
역	4897	6.9%
구	4796	6.8%
번	4393	6.2%
사	1110	1.6%
Other values (378)	23676	33.5%

Number Forms

Value	Count	Frequency (%)
Ⅱ	2	100.0%

도로명전체주소
Text

MISSING

Distinct	3677
Distinct (%)	90.0%
Missing	816
Missing (%)	16.6%
Memory size	38.4 KiB

Length

Max length	68
Median length	53
Mean length	28.712188
Min length	19

Characters and Unicode

Total characters	117318
Distinct characters	481
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	3343 ?
Unique (%)	81.8%

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	4086	18.0%
강서구	542	2.4%
사하구	395	1.7%
해운대구	361	1.6%
1층	340	1.5%
부산진구	319	1.4%
동래구	281	1.2%
기장군	276	1.2%
남구	266	1.2%
사상구	265	1.2%
Other values (3693)	15578	68.6%

Most occurring characters

Value	Count	Frequency (%)
	18642	15.9%
산	5498	4.7%
동	5012	4.3%
부	4783	4.1%
시	4270	3.6%
광	4268	3.6%
역	4091	3.5%
구	4038	3.4%
로	3951	3.4%
(	3945	3.4%
Other values (471)	58820	50.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	71466	60.9%
Space Separator	18642	15.9%
Decimal Number	16894	14.4%
Open Punctuation	3945	3.4%
Close Punctuation	3943	3.4%
Other Punctuation	1716	1.5%
Dash Punctuation	534	0.5%
Uppercase Letter	155	0.1%
Lowercase Letter	14	< 0.1%
Math Symbol	8	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
산	5498	7.7%
동	5012	7.0%
부	4783	6.7%
시	4270	6.0%
광	4268	6.0%
역	4091	5.7%
구	4038	5.7%
로	3951	5.5%
길	1825	2.6%
대	1739	2.4%
Other values (422)	31991	44.8%

Uppercase Letter

Value	Count	Frequency (%)
B	32	20.6%
A	21	13.5%
C	20	12.9%
K	13	8.4%
S	11	7.1%
H	9	5.8%
L	9	5.8%
E	8	5.2%
P	5	3.2%
G	4	2.6%
Other values (10)	23	14.8%

Decimal Number

Value	Count	Frequency (%)
1	3740	22.1%
2	2415	14.3%
3	1930	11.4%
4	1544	9.1%
5	1432	8.5%
6	1379	8.2%
7	1265	7.5%
0	1262	7.5%
9	1042	6.2%
8	885	5.2%

Lowercase Letter

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

Other Punctuation

Value	Count	Frequency (%)
,	1697	98.9%
:	6	0.3%
.	5	0.3%
@	3	0.2%
&	3	0.2%
/	2	0.1%

Space Separator

Value	Count	Frequency (%)
	18642	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	3945	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	3943	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	534	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	71466	60.9%
Common	45682	38.9%
Latin	170	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
산	5498	7.7%
동	5012	7.0%
부	4783	6.7%
시	4270	6.0%
광	4268	6.0%
역	4091	5.7%
구	4038	5.7%
로	3951	5.5%
길	1825	2.6%
대	1739	2.4%
Other values (422)	31991	44.8%

Latin

Value	Count	Frequency (%)
B	32	18.8%
A	21	12.4%
C	20	11.8%
K	13	7.6%
S	11	6.5%
H	9	5.3%
L	9	5.3%
E	8	4.7%
P	5	2.9%
e	5	2.9%
Other values (18)	37	21.8%

Common

Value	Count	Frequency (%)
	18642	40.8%
(	3945	8.6%
)	3943	8.6%
1	3740	8.2%
2	2415	5.3%
3	1930	4.2%
,	1697	3.7%
4	1544	3.4%
5	1432	3.1%
6	1379	3.0%
Other values (11)	5015	11.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	71466	60.9%
ASCII	45851	39.1%
Number Forms	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	18642	40.7%
(	3945	8.6%
)	3943	8.6%
1	3740	8.2%
2	2415	5.3%
3	1930	4.2%
,	1697	3.7%
4	1544	3.4%
5	1432	3.1%
6	1379	3.0%
Other values (38)	5184	11.3%

Hangul

Value	Count	Frequency (%)
산	5498	7.7%
동	5012	7.0%
부	4783	6.7%
시	4270	6.0%
광	4268	6.0%
역	4091	5.7%
구	4038	5.7%
로	3951	5.5%
길	1825	2.6%
대	1739	2.4%
Other values (422)	31991	44.8%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	1429
Distinct (%)	35.5%
Missing	876
Missing (%)	17.9%
Infinite	0
Infinite (%)	0.0%
Mean	47644.263

Minimum	46000
Maximum	49526
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.2 KiB

Quantile statistics

Minimum	46000
5-th percentile	46048
Q1	46743
median	47569.5
Q3	48486
95-th percentile	49438
Maximum	49526
Range	3526
Interquartile range (IQR)	1743

Descriptive statistics

Standard deviation	1068.657
Coefficient of variation (CV)	0.02242992
Kurtosis	-1.1659254
Mean	47644.263
Median Absolute Deviation (MAD)	840.5
Skewness	0.23237434
Sum	1.918158 × 10⁸
Variance	1142027.8
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	27	0.6%
46751	25	0.5%
46744	19	0.4%
46004	18	0.4%
Other values (1419)	3706	75.6%
(Missing)	876	17.9%

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	4211
Distinct (%)	85.9%
Missing	0
Missing (%)	0.0%
Memory size	38.4 KiB

Length

Max length	30
Median length	28
Mean length	8.1556508
Min length	2

Characters and Unicode

Total characters	39979
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	3690 ?
Unique (%)	75.3%

Sample

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

Value	Count	Frequency (%)
어린이집	142	2.4%
주식회사	55	0.9%
의료법인	53	0.9%
사회복지법인	34	0.6%
구내식당	29	0.5%
유치원	19	0.3%
집단급식소	18	0.3%
요양병원	18	0.3%
부산광역시	16	0.3%
부경대학교	15	0.3%
Other values (4460)	5477	93.2%

Most occurring characters

Value	Count	Frequency (%)
이	1532	3.8%
원	1416	3.5%
어	1286	3.2%
린	1242	3.1%
집	1242	3.1%
학	996	2.5%
	978	2.4%
주	962	2.4%
교	907	2.3%
)	897	2.2%
Other values (621)	28521	71.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	36683	91.8%
Space Separator	978	2.4%
Close Punctuation	897	2.2%
Open Punctuation	889	2.2%
Uppercase Letter	298	0.7%
Decimal Number	162	0.4%
Other Punctuation	48	0.1%
Lowercase Letter	22	0.1%
Dash Punctuation	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
이	1532	4.2%
원	1416	3.9%
어	1286	3.5%
린	1242	3.4%
집	1242	3.4%
학	996	2.7%
주	962	2.6%
교	907	2.5%
산	853	2.3%
부	729	2.0%
Other values (569)	25518	69.6%

Uppercase Letter

Value	Count	Frequency (%)
S	38	12.8%
K	32	10.7%
C	28	9.4%
B	21	7.0%
A	19	6.4%
T	18	6.0%
G	15	5.0%
N	14	4.7%
M	14	4.7%
L	14	4.7%
Other values (13)	85	28.5%

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	27.3%
i	5	22.7%
w	4	18.2%
s	2	9.1%
k	1	4.5%
r	1	4.5%
f	1	4.5%
a	1	4.5%
h	1	4.5%

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 (%)
	978	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	897	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	889	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	36683	91.8%
Common	2976	7.4%
Latin	320	0.8%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
이	1532	4.2%
원	1416	3.9%
어	1286	3.5%
린	1242	3.4%
집	1242	3.4%
학	996	2.7%
주	962	2.6%
교	907	2.5%
산	853	2.3%
부	729	2.0%
Other values (569)	25518	69.6%

Latin

Value	Count	Frequency (%)
S	38	11.9%
K	32	10.0%
C	28	8.8%
B	21	6.6%
A	19	5.9%
T	18	5.6%
G	15	4.7%
N	14	4.4%
M	14	4.4%
L	14	4.4%
Other values (22)	107	33.4%

Common

Value	Count	Frequency (%)
	978	32.9%
)	897	30.1%
(	889	29.9%
2	67	2.3%
1	39	1.3%
3	23	0.8%
.	20	0.7%
4	15	0.5%
,	9	0.3%
5	6	0.2%
Other values (10)	33	1.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	36683	91.8%
ASCII	3290	8.2%
None	6	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
이	1532	4.2%
원	1416	3.9%
어	1286	3.5%
린	1242	3.4%
집	1242	3.4%
학	996	2.7%
주	962	2.6%
교	907	2.5%
산	853	2.3%
부	729	2.0%
Other values (569)	25518	69.6%

ASCII

Value	Count	Frequency (%)
	978	29.7%
)	897	27.3%
(	889	27.0%
2	67	2.0%
1	39	1.2%
S	38	1.2%
K	32	1.0%
C	28	0.9%
3	23	0.7%
B	21	0.6%
Other values (41)	278	8.4%

None

Value	Count	Frequency (%)
·	6	100.0%

최종수정시점
Real number (ℝ)

Distinct	4243
Distinct (%)	86.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0159177 × 10¹³

Minimum	1.9990209 × 10¹³
Maximum	2.0210331 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.2 KiB

Quantile statistics

Minimum	1.9990209 × 10¹³
5-th percentile	2.0030905 × 10¹³
Q1	2.0160809 × 10¹³
median	2.0170822 × 10¹³
Q3	2.0190526 × 10¹³
95-th percentile	2.0201222 × 10¹³
Maximum	2.0210331 × 10¹³
Range	2.2012218 × 10¹¹
Interquartile range (IQR)	2.9717021 × 10¹⁰

Descriptive statistics

Standard deviation	4.9505216 × 10¹⁰
Coefficient of variation (CV)	0.0024557162
Kurtosis	2.1269674
Mean	2.0159177 × 10¹³
Median Absolute Deviation (MAD)	1.9599961 × 10¹⁰
Skewness	-1.7029207
Sum	9.8820285 × 10¹⁶
Variance	2.4507665 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20170822192441	204	4.2%
20170822191707	114	2.3%
20170822191632	91	1.9%
20020830000000	52	1.1%
20170822191614	42	0.9%
20010725000000	19	0.4%
20020226000000	11	0.2%
20020625000000	10	0.2%
19990304000000	8	0.2%
20031216000000	8	0.2%
Other values (4233)	4343	88.6%

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 (%)
20210331175231	1	< 0.1%
20210331163617	1	< 0.1%
20210331162314	1	< 0.1%
20210331155720	1	< 0.1%
20210331152105	1	< 0.1%
20210331112839	1	< 0.1%
20210331101442	1	< 0.1%
20210331100901	1	< 0.1%
20210330161101	1	< 0.1%
20210330160239	1	< 0.1%

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.4 KiB

I	3415
U	1487

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	3415	69.7%
U	1487	30.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	3415	69.7%
u	1487	30.3%

데이터갱신일자
Date

Distinct	593
Distinct (%)	12.1%
Missing	0
Missing (%)	0.0%
Memory size	38.4 KiB

Minimum	2018-08-31 23:59:59
Maximum	2021-04-02 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	38.4 KiB

집단급식소	1255
어린이집	1250
산업체	798
학교	711
병원	482
Other values (6)	406

Length

Max length	8
Median length	6
Mean length	3.7399021
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	25.6%
어린이집	1250	25.5%
산업체	798	16.3%
학교	711	14.5%
병원	482	9.8%
사회복지시설	225	4.6%
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	26.4%
어린이집	1250	25.2%
산업체	798	16.1%
학교	711	14.3%
병원	482	9.7%
사회복지시설	225	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	3498
Distinct (%)	75.1%
Missing	242
Missing (%)	4.9%
Infinite	0
Infinite (%)	0.0%
Mean	385720.35

Minimum	365010.39
Maximum	407879.3
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.2 KiB

Quantile statistics

Minimum	365010.39
5-th percentile	368652.98
Q1	381053.65
median	386787.8
Q3	391000.32
95-th percentile	398193.28
Maximum	407879.3
Range	42868.907
Interquartile range (IQR)	9946.6676

Descriptive statistics

Standard deviation	8284.7973
Coefficient of variation (CV)	0.021478767
Kurtosis	0.12266615
Mean	385720.35
Median Absolute Deviation (MAD)	4949.647
Skewness	-0.44737822
Sum	1.7974568 × 10⁹
Variance	68637867
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%
388182.381367829	8	0.2%
382570.401135476	8	0.2%
382865.897094966	7	0.1%
383322.180241811	7	0.1%
371070.269343027	7	0.1%
389816.233000769	7	0.1%
389811.392307835	7	0.1%
Other values (3488)	4579	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	3498
Distinct (%)	75.1%
Missing	242
Missing (%)	4.9%
Infinite	0
Infinite (%)	0.0%
Mean	186558.6

Minimum	173008.04
Maximum	211242.85
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.2 KiB

Quantile statistics

Minimum	173008.04
5-th percentile	177295.08
Q1	180437.54
median	186114.74
Q3	190962.43
95-th percentile	198761.32
Maximum	211242.85
Range	38234.819
Interquartile range (IQR)	10524.89

Descriptive statistics

Standard deviation	6981.4329
Coefficient of variation (CV)	0.037422198
Kurtosis	0.31289143
Mean	186558.6
Median Absolute Deviation (MAD)	5119.9389
Skewness	0.66068241
Sum	8.6936307 × 10⁸
Variance	48740405
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%
185024.662471639	8	0.2%
187570.045156033	8	0.2%
190186.827804782	7	0.1%
197560.128736032	7	0.1%
178844.957191338	7	0.1%
193329.605871168	7	0.1%
180523.822532435	7	0.1%
Other values (3488)	4579	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	38.4 KiB

집단급식소	1255
어린이집	1249
산업체	802
학교	713
병원	482
Other values (6)	401

Length

Max length	8
Median length	6
Mean length	3.7337821
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	25.6%
어린이집	1249	25.5%
산업체	802	16.4%
학교	713	14.5%
병원	482	9.8%
사회복지시설	226	4.6%
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	26.4%
어린이집	1249	25.2%
산업체	802	16.2%
학교	713	14.4%
병원	482	9.7%
사회복지시설	226	4.6%
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	38.4 KiB

<NA>	4350
0	546
1	6

Length

Max length	4
Median length	4
Mean length	3.6621787
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>	4350	88.7%
0	546	11.1%
1	6	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4350	88.7%
0	546	11.1%
1	6	0.1%

여성종사자수
Real number (ℝ)

MISSING ZEROS

Distinct	14
Distinct (%)	2.5%
Missing	4331
Missing (%)	88.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.40980736

Minimum	0
Maximum	20
Zeros	532
Zeros (%)	10.9%
Negative	0
Negative (%)	0.0%
Memory size	43.2 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)	4331	88.4%

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	38.4 KiB

<NA>	3884
기타	986
주택가주변	15
학교정화(상대)	9
학교정화(절대)	6

Length

Max length	8
Median length	4
Mean length	3.6134231
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>	3884	79.2%
기타	986	20.1%
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	3884	79.2%
기타	986	20.1%
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	38.4 KiB

<NA>	3884
기타	966
자율	51
우수	1

Length

Max length	4
Median length	4
Mean length	3.5846593
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>	3884	79.2%
기타	966	19.7%
자율	51	1.0%
우수	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3884	79.2%
기타	966	19.7%
자율	51	1.0%
우수	1	< 0.1%

급수시설구분명
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.4 KiB

상수도전용	2996
<NA>	1830
지하수전용	55
상수도(음용)지하수(주방용)겸용	18
간이상수도	3

Length

Max length	17
Median length	5
Mean length	4.6707466
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	2996	61.1%
<NA>	1830	37.3%
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	2996	61.1%
na	1830	37.3%
지하수전용	55	1.1%
상수도(음용)지하수(주방용)겸용	18	0.4%
간이상수도	3	0.1%

총종업원수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4902
Missing (%)	100.0%
Memory size	43.2 KiB

본사종업원수
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	19
Distinct (%)	0.7%
Missing	2054
Missing (%)	41.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.3809691

Minimum	0
Maximum	113
Zeros	2560
Zeros (%)	52.2%
Negative	0
Negative (%)	0.0%
Memory size	43.2 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	2.8104657
Coefficient of variation (CV)	7.3771487
Kurtosis	992.10335
Mean	0.3809691
Median Absolute Deviation (MAD)	0
Skewness	27.506772
Sum	1085
Variance	7.8987174
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0	2560	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)	2054	41.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2560	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	38.4 KiB

<NA>	4901
0	1

Length

Max length	4
Median length	4
Mean length	3.999388
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>	4901	> 99.9%
0	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4901	> 99.9%
0	1	< 0.1%

공장판매직종업원수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.4 KiB

<NA>	4901
0	1

Length

Max length	4
Median length	4
Mean length	3.999388
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>	4901	> 99.9%
0	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4901	> 99.9%
0	1	< 0.1%

공장생산직종업원수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.4 KiB

<NA>	4901
0	1

Length

Max length	4
Median length	4
Mean length	3.999388
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>	4901	> 99.9%
0	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4901	> 99.9%
0	1	< 0.1%

건물소유구분명
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.4 KiB

<NA>	4506
자가	386
임대	10

Length

Max length	4
Median length	4
Mean length	3.8384333
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>	4506	91.9%
자가	386	7.9%
임대	10	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4506	91.9%
자가	386	7.9%
임대	10	0.2%

보증액
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.4 KiB

<NA>	3197
0	1705

Length

Max length	4
Median length	4
Mean length	2.9565483
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>	3197	65.2%
0	1705	34.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3197	65.2%
0	1705	34.8%

월세액
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.4 KiB

<NA>	3197
0	1705

Length

Max length	4
Median length	4
Mean length	2.9565483
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>	3197	65.2%
0	1705	34.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3197	65.2%
0	1705	34.8%

다중이용업소여부
Boolean

IMBALANCE

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

False	4896
True	6

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	4896	99.9%
True	6	0.1%

시설총규모
Real number (ℝ)

SKEWED ZEROS

Distinct	2095
Distinct (%)	42.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	54.477587

Minimum	0
Maximum	17067
Zeros	1873
Zeros (%)	38.2%
Negative	0
Negative (%)	0.0%
Memory size	43.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	13.735
Q3	43.875
95-th percentile	206.775
Maximum	17067
Range	17067
Interquartile range (IQR)	43.875

Descriptive statistics

Standard deviation	320.14294
Coefficient of variation (CV)	5.8765992
Kurtosis	1838.3417
Mean	54.477587
Median Absolute Deviation (MAD)	13.735
Skewness	38.421496
Sum	267049.13
Variance	102491.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	1873	38.2%
12.0	22	0.4%
20.0	17	0.3%
30.0	15	0.3%
18.0	15	0.3%
25.0	12	0.2%
24.0	12	0.2%
10.0	11	0.2%
14.0	11	0.2%
8.0	11	0.2%
Other values (2085)	2903	59.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1873	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	4902
Missing (%)	100.0%
Memory size	43.2 KiB

전통업소주된음식
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4902
Missing (%)	100.0%
Memory size	43.2 KiB

홈페이지
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4902
Missing (%)	100.0%
Memory size	43.2 KiB

Unnamed: 47
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4902
Missing (%)	100.0%
Memory size	43.2 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
4892	4893	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>
4893	4894	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>
4894	4895	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>
4895	4896	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>
4896	4897	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>
4897	4898	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>
4898	4899	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>
4899	4900	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>
4900	4901	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>
4901	4902	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

Variables

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Space Separator

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Decimal Number

Lowercase Letter

Other Punctuation

Open Punctuation

Close Punctuation

Space Separator

Dash Punctuation

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