gimi9 Pandas Profiling

Dataset statistics

Number of variables	48
Number of observations	3589
Missing cells	37339
Missing cells (%)	21.7%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.4 MiB
Average record size in memory	413.0 B

Variable types

Numeric	11
Categorical	21
Text	6
Unsupported	8
DateTime	1
Boolean	1

Dataset

Description	2021-03-01
Author	지방행정인허가공개데이터
URL	https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901050101123101

Alerts

`개방서비스명` has constant value ""	Constant
`개방서비스id` has constant value ""	Constant
`다중이용업소여부` has constant value ""	Constant
`업태구분명` is highly imbalanced (98.7%)	Imbalance
`위생업태명` is highly imbalanced (98.7%)	Imbalance
`남성종사자수` is highly imbalanced (65.5%)	Imbalance
`여성종사자수` is highly imbalanced (65.6%)	Imbalance
`영업장주변구분명` is highly imbalanced (70.9%)	Imbalance
`등급구분명` is highly imbalanced (52.7%)	Imbalance
`급수시설구분명` is highly imbalanced (68.8%)	Imbalance
`공장사무직종업원수` is highly imbalanced (55.9%)	Imbalance
`공장판매직종업원수` is highly imbalanced (55.3%)	Imbalance
`보증액` is highly imbalanced (73.0%)	Imbalance
`월세액` is highly imbalanced (73.0%)	Imbalance
`홈페이지` is highly imbalanced (99.6%)	Imbalance
`인허가취소일자` has 3589 (100.0%) missing values	Missing
`폐업일자` has 1018 (28.4%) missing values	Missing
`휴업시작일자` has 3589 (100.0%) missing values	Missing
`휴업종료일자` has 3589 (100.0%) missing values	Missing
`재개업일자` has 3589 (100.0%) missing values	Missing
`소재지전화` has 981 (27.3%) missing values	Missing
`소재지면적` has 1039 (28.9%) missing values	Missing
`도로명전체주소` has 1719 (47.9%) missing values	Missing
`도로명우편번호` has 1751 (48.8%) missing values	Missing
`좌표정보(x)` has 168 (4.7%) missing values	Missing
`좌표정보(y)` has 168 (4.7%) missing values	Missing
`총종업원수` has 3589 (100.0%) missing values	Missing
`공장생산직종업원수` has 1748 (48.7%) missing values	Missing
`전통업소지정번호` has 3589 (100.0%) missing values	Missing
`전통업소주된음식` has 3589 (100.0%) missing values	Missing
`Unnamed: 47` has 3589 (100.0%) missing values	Missing
`공장생산직종업원수` is highly skewed (γ1 = 42.90210507)	Skewed
`시설총규모` is highly skewed (γ1 = 29.9785245)	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
`Unnamed: 47` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`공장생산직종업원수` has 1802 (50.2%) zeros	Zeros
`시설총규모` has 3344 (93.2%) zeros	Zeros

Reproduction

Analysis started	2024-04-18 02:32:29.320043
Analysis finished	2024-04-18 02:32:30.592679
Duration	1.27 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	3589
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1795

Minimum	1
Maximum	3589
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	31.7 KiB

Quantile statistics

Minimum	1
5-th percentile	180.4
Q1	898
median	1795
Q3	2692
95-th percentile	3409.6
Maximum	3589
Range	3588
Interquartile range (IQR)	1794

Descriptive statistics

Standard deviation	1036.1994
Coefficient of variation (CV)	0.57726985
Kurtosis	-1.2
Mean	1795
Median Absolute Deviation (MAD)	897
Skewness	0
Sum	6442255
Variance	1073709.2
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	< 0.1%
2245	1	< 0.1%
2387	1	< 0.1%
2388	1	< 0.1%
2389	1	< 0.1%
2390	1	< 0.1%
2391	1	< 0.1%
2392	1	< 0.1%
2393	1	< 0.1%
2394	1	< 0.1%
Other values (3579)	3579	99.7%

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 (%)
3589	1	< 0.1%
3588	1	< 0.1%
3587	1	< 0.1%
3586	1	< 0.1%
3585	1	< 0.1%
3584	1	< 0.1%
3583	1	< 0.1%
3582	1	< 0.1%
3581	1	< 0.1%
3580	1	< 0.1%

개방서비스명
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.2 KiB

식품소분업	3589

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
식품소분업	3589	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
식품소분업	3589	100.0%

개방서비스id
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.2 KiB

07_22_08_P	3589

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	07_22_08_P
2nd row	07_22_08_P
3rd row	07_22_08_P
4th row	07_22_08_P
5th row	07_22_08_P

Common Values

Value	Count	Frequency (%)
07_22_08_P	3589	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
07_22_08_p	3589	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	16
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3327793.3

Minimum	3250000
Maximum	3400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	31.7 KiB

Quantile statistics

Minimum	3250000
5-th percentile	3260000
Q1	3290000
median	3330000
Q3	3350000
95-th percentile	3400000
Maximum	3400000
Range	150000
Interquartile range (IQR)	60000

Descriptive statistics

Standard deviation	42181.73
Coefficient of variation (CV)	0.012675586
Kurtosis	-0.85996921
Mean	3327793.3
Median Absolute Deviation (MAD)	30000
Skewness	-0.02901459
Sum	1.194345 × 10¹⁰
Variance	1.7792984 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3340000	528	14.7%
3330000	387	10.8%
3290000	362	10.1%
3390000	282	7.9%
3300000	267	7.4%
3350000	230	6.4%
3400000	218	6.1%
3320000	202	5.6%
3270000	172	4.8%
3250000	170	4.7%
Other values (6)	771	21.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	170	4.7%
3260000	147	4.1%
3270000	172	4.8%
3280000	78	2.2%
3290000	362	10.1%
3300000	267	7.4%
3310000	152	4.2%
3320000	202	5.6%
3330000	387	10.8%
3340000	528	14.7%

Value	Count	Frequency (%)
3400000	218	6.1%
3390000	282	7.9%
3380000	128	3.6%
3370000	130	3.6%
3360000	136	3.8%
3350000	230	6.4%
3340000	528	14.7%
3330000	387	10.8%
3320000	202	5.6%
3310000	152	4.2%

관리번호
Text

UNIQUE

Distinct	3589
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	28.2 KiB

Length

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

Characters and Unicode

Total characters	78958
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	3589 ?
Unique (%)	100.0%

Sample

1st row	3300000-109-2011-00006
2nd row	3300000-109-2014-00006
3rd row	3300000-109-2014-00007
4th row	3300000-109-2017-00004
5th row	3300000-109-2017-00005

Value	Count	Frequency (%)
3300000-109-2011-00006	1	< 0.1%
3390000-109-1999-00619	1	< 0.1%
3340000-109-2000-01022	1	< 0.1%
3340000-109-1999-00903	1	< 0.1%
3340000-109-1999-00904	1	< 0.1%
3340000-109-1999-00930	1	< 0.1%
3340000-109-1999-00934	1	< 0.1%
3340000-109-2000-00954	1	< 0.1%
3340000-109-2000-00963	1	< 0.1%
3340000-109-2000-00977	1	< 0.1%
Other values (3579)	3579	99.7%

Most occurring characters

Value	Count	Frequency (%)
0	36064	45.7%
-	10767	13.6%
3	7327	9.3%
1	7053	8.9%
9	5811	7.4%
2	5522	7.0%
4	1692	2.1%
5	1328	1.7%
6	1233	1.6%
7	1121	1.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	68191	86.4%
Dash Punctuation	10767	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	36064	52.9%
3	7327	10.7%
1	7053	10.3%
9	5811	8.5%
2	5522	8.1%
4	1692	2.5%
5	1328	1.9%
6	1233	1.8%
7	1121	1.6%
8	1040	1.5%

Dash Punctuation

Value	Count	Frequency (%)
-	10767	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	78958	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	36064	45.7%
-	10767	13.6%
3	7327	9.3%
1	7053	8.9%
9	5811	7.4%
2	5522	7.0%
4	1692	2.1%
5	1328	1.7%
6	1233	1.6%
7	1121	1.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	78958	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	36064	45.7%
-	10767	13.6%
3	7327	9.3%
1	7053	8.9%
9	5811	7.4%
2	5522	7.0%
4	1692	2.1%
5	1328	1.7%
6	1233	1.6%
7	1121	1.4%

인허가일자
Real number (ℝ)

Distinct	2512
Distinct (%)	70.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20072657

Minimum	19780414
Maximum	20210129
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	31.7 KiB

Quantile statistics

Minimum	19780414
5-th percentile	19970428
Q1	20020513
median	20061016
Q3	20130219
95-th percentile	20190827
Maximum	20210129
Range	429715
Interquartile range (IQR)	109706

Descriptive statistics

Standard deviation	71007.266
Coefficient of variation (CV)	0.0035375121
Kurtosis	-0.2307323
Mean	20072657
Median Absolute Deviation (MAD)	50095
Skewness	-0.031695974
Sum	7.2040764 × 10¹⁰
Variance	5.0420318 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20000720	12	0.3%
20091016	10	0.3%
20051026	9	0.3%
20100111	7	0.2%
20060921	6	0.2%
20010704	6	0.2%
20030721	6	0.2%
20060424	6	0.2%
20100113	6	0.2%
20110426	6	0.2%
Other values (2502)	3515	97.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19780414	1	< 0.1%
19791217	2	0.1%
19820520	1	< 0.1%
19821209	1	< 0.1%
19830706	1	< 0.1%
19831130	1	< 0.1%
19840526	1	< 0.1%
19840818	1	< 0.1%
19841111	1	< 0.1%
19851025	1	< 0.1%

Value	Count	Frequency (%)
20210129	2	0.1%
20210126	1	< 0.1%
20210122	2	0.1%
20210120	1	< 0.1%
20210115	1	< 0.1%
20210114	1	< 0.1%
20210113	1	< 0.1%
20210112	1	< 0.1%
20210111	1	< 0.1%
20210108	3	0.1%

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3589
Missing (%)	100.0%
Memory size	31.7 KiB

영업상태구분코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.2 KiB

3	2571
1	1018

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
3	2571	71.6%
1	1018	28.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	2571	71.6%
1	1018	28.4%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.2 KiB

폐업	2571
영업/정상	1018

Length

Max length	5
Median length	2
Mean length	2.8509334
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	2571	71.6%
영업/정상	1018	28.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	2571	71.6%
영업/정상	1018	28.4%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.2 KiB

2	2571
1	1018

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
2	2571	71.6%
1	1018	28.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	2571	71.6%
1	1018	28.4%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.2 KiB

폐업	2571
영업	1018

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	2571	71.6%
영업	1018	28.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	2571	71.6%
영업	1018	28.4%

폐업일자
Real number (ℝ)

MISSING

Distinct	1782
Distinct (%)	69.3%
Missing	1018
Missing (%)	28.4%
Infinite	0
Infinite (%)	0.0%
Mean	20095733

Minimum	19900725
Maximum	20210129
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	31.7 KiB

Quantile statistics

Minimum	19900725
5-th percentile	20010566
Q1	20050911
median	20090508
Q3	20141210
95-th percentile	20191220
Maximum	20210129
Range	309404
Interquartile range (IQR)	90299.5

Descriptive statistics

Standard deviation	58146.975
Coefficient of variation (CV)	0.0028934986
Kurtosis	-0.76101831
Mean	20095733
Median Absolute Deviation (MAD)	40197
Skewness	0.13860698
Sum	5.1666129 × 10¹⁰
Variance	3.3810707 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20100111	22	0.6%
20050614	19	0.5%
20100208	13	0.4%
20050322	10	0.3%
20051102	10	0.3%
20070820	9	0.3%
20201006	8	0.2%
20201231	8	0.2%
20060509	8	0.2%
20060131	7	0.2%
Other values (1772)	2457	68.5%
(Missing)	1018	28.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19900725	2	0.1%
19910223	1	< 0.1%
19920114	1	< 0.1%
19921128	1	< 0.1%
19921221	1	< 0.1%
19950214	1	< 0.1%
19950313	1	< 0.1%
19950320	1	< 0.1%
19950608	1	< 0.1%
19950612	1	< 0.1%

Value	Count	Frequency (%)
20210129	1	< 0.1%
20210127	2	0.1%
20210122	1	< 0.1%
20210120	1	< 0.1%
20210115	1	< 0.1%
20210113	1	< 0.1%
20210112	1	< 0.1%
20210106	1	< 0.1%
20201231	8	0.2%
20201230	2	0.1%

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3589
Missing (%)	100.0%
Memory size	31.7 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3589
Missing (%)	100.0%
Memory size	31.7 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3589
Missing (%)	100.0%
Memory size	31.7 KiB

소재지전화
Text

MISSING

Distinct	2028
Distinct (%)	77.8%
Missing	981
Missing (%)	27.3%
Memory size	28.2 KiB

Length

Max length	12
Median length	11
Mean length	10.498083
Min length	3

Characters and Unicode

Total characters	27379
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	1801 ?
Unique (%)	69.1%

Sample

1st row	051 531 8282
2nd row	051 529 5005
3rd row	0515015810
4th row	051 756 9991
5th row	051 751 1600

Value	Count	Frequency (%)
051	2221	39.6%
070	55	1.0%
722	29	0.5%
055	18	0.3%
262	16	0.3%
724	14	0.2%
265	12	0.2%
266	11	0.2%
245	11	0.2%
261	10	0.2%
Other values (2229)	3205	57.2%

Most occurring characters

Value	Count	Frequency (%)
0	4763	17.4%
5	4215	15.4%
1	4042	14.8%
	3032	11.1%
2	2212	8.1%
6	1766	6.5%
3	1719	6.3%
7	1610	5.9%
8	1557	5.7%
4	1460	5.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	24347	88.9%
Space Separator	3032	11.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4763	19.6%
5	4215	17.3%
1	4042	16.6%
2	2212	9.1%
6	1766	7.3%
3	1719	7.1%
7	1610	6.6%
8	1557	6.4%
4	1460	6.0%
9	1003	4.1%

Space Separator

Value	Count	Frequency (%)
	3032	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	27379	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4763	17.4%
5	4215	15.4%
1	4042	14.8%
	3032	11.1%
2	2212	8.1%
6	1766	6.5%
3	1719	6.3%
7	1610	5.9%
8	1557	5.7%
4	1460	5.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	27379	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4763	17.4%
5	4215	15.4%
1	4042	14.8%
	3032	11.1%
2	2212	8.1%
6	1766	6.5%
3	1719	6.3%
7	1610	5.9%
8	1557	5.7%
4	1460	5.3%

소재지면적
Text

MISSING

Distinct	1381
Distinct (%)	54.2%
Missing	1039
Missing (%)	28.9%
Memory size	28.2 KiB

Length

Max length	9
Median length	5
Mean length	4.6854902
Min length	3

Characters and Unicode

Total characters	11948
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	1068 ?
Unique (%)	41.9%

Sample

1st row	21.53
2nd row	29.50
3rd row	8.00
4th row	10.00
5th row	9.20

Value	Count	Frequency (%)
00	113	4.4%
6.60	40	1.6%
6.00	40	1.6%
4.00	37	1.5%
3.00	36	1.4%
2.00	35	1.4%
10.00	34	1.3%
3.30	28	1.1%
12.00	24	0.9%
5.00	24	0.9%
Other values (1371)	2139	83.9%

Most occurring characters

Value	Count	Frequency (%)
0	2698	22.6%
.	2550	21.3%
1	1074	9.0%
2	981	8.2%
6	756	6.3%
4	741	6.2%
3	738	6.2%
5	735	6.2%
8	638	5.3%
9	560	4.7%
Other values (2)	477	4.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	9388	78.6%
Other Punctuation	2560	21.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2698	28.7%
1	1074	11.4%
2	981	10.4%
6	756	8.1%
4	741	7.9%
3	738	7.9%
5	735	7.8%
8	638	6.8%
9	560	6.0%
7	467	5.0%

Other Punctuation

Value	Count	Frequency (%)
.	2550	99.6%
,	10	0.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	11948	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2698	22.6%
.	2550	21.3%
1	1074	9.0%
2	981	8.2%
6	756	6.3%
4	741	6.2%
3	738	6.2%
5	735	6.2%
8	638	5.3%
9	560	4.7%
Other values (2)	477	4.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	11948	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2698	22.6%
.	2550	21.3%
1	1074	9.0%
2	981	8.2%
6	756	6.3%
4	741	6.2%
3	738	6.2%
5	735	6.2%
8	638	5.3%
9	560	4.7%
Other values (2)	477	4.0%

소재지우편번호
Real number (ℝ)

Distinct	645
Distinct (%)	18.1%
Missing	33
Missing (%)	0.9%
Infinite	0
Infinite (%)	0.0%
Mean	610576.51

Minimum	600011
Maximum	619953
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	31.7 KiB

Quantile statistics

Minimum	600011
5-th percentile	601705
Q1	604845
median	611807.5
Q3	614847
95-th percentile	619901
Maximum	619953
Range	19942
Interquartile range (IQR)	10002

Descriptive statistics

Standard deviation	5834.071
Coefficient of variation (CV)	0.0095550204
Kurtosis	-1.1585415
Mean	610576.51
Median Absolute Deviation (MAD)	5013
Skewness	-0.12785655
Sum	2.1712101 × 10⁹
Variance	34036384
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
604842	78	2.2%
602030	74	2.1%
614843	68	1.9%
617831	62	1.7%
601803	54	1.5%
619904	53	1.5%
607804	48	1.3%
604843	48	1.3%
604846	47	1.3%
612020	40	1.1%
Other values (635)	2984	83.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
600011	1	< 0.1%
600012	2	0.1%
600015	1	< 0.1%
600016	4	0.1%
600017	17	0.5%
600021	1	< 0.1%
600022	1	< 0.1%
600031	1	< 0.1%
600032	1	< 0.1%
600041	35	1.0%

Value	Count	Frequency (%)
619953	1	< 0.1%
619952	4	0.1%
619951	9	0.3%
619913	5	0.1%
619912	10	0.3%
619911	5	0.1%
619906	20	0.6%
619905	18	0.5%
619904	53	1.5%
619903	30	0.8%

소재지전체주소
Text

Distinct	2765
Distinct (%)	77.1%
Missing	2
Missing (%)	0.1%
Memory size	28.2 KiB

Length

Max length	68
Median length	57
Mean length	24.858099
Min length	16

Characters and Unicode

Total characters	89166
Distinct characters	373
Distinct categories	11 ?
Distinct scripts	4 ?
Distinct blocks	3 ?

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

Unique

Unique	2439 ?
Unique (%)	68.0%

Sample

1st row	부산광역시 동래구 사직동 114-46번지
2nd row	부산광역시 동래구 안락동 243-57번지 1층
3rd row	부산광역시 동래구 안락동 425-4번지 1층
4th row	부산광역시 동래구 사직동 28-9번지
5th row	부산광역시 동래구 명륜동 515-43번지

Value	Count	Frequency (%)
부산광역시	3588	21.4%
사하구	528	3.1%
해운대구	386	2.3%
부산진구	362	2.2%
사상구	282	1.7%
동래구	267	1.6%
금정구	230	1.4%
장림동	223	1.3%
기장군	218	1.3%
북구	202	1.2%
Other values (3201)	10506	62.6%

Most occurring characters

Value	Count	Frequency (%)
	13221	14.8%
부	4435	5.0%
산	4286	4.8%
동	4086	4.6%
지	3839	4.3%
1	3785	4.2%
시	3714	4.2%
광	3661	4.1%
역	3595	4.0%
구	3494	3.9%
Other values (363)	41050	46.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	54834	61.5%
Decimal Number	17156	19.2%
Space Separator	13221	14.8%
Dash Punctuation	3029	3.4%
Uppercase Letter	310	0.3%
Close Punctuation	219	0.2%
Open Punctuation	219	0.2%
Other Punctuation	173	0.2%
Lowercase Letter	3	< 0.1%
Modifier Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
부	4435	8.1%
산	4286	7.8%
동	4086	7.5%
지	3839	7.0%
시	3714	6.8%
광	3661	6.7%
역	3595	6.6%
구	3494	6.4%
번	3380	6.2%
사	880	1.6%
Other values (325)	19464	35.5%

Uppercase Letter

Value	Count	Frequency (%)
B	129	41.6%
T	89	28.7%
G	26	8.4%
A	25	8.1%
S	21	6.8%
L	8	2.6%
E	3	1.0%
K	2	0.6%
O	1	0.3%
C	1	0.3%
Other values (5)	5	1.6%

Decimal Number

Value	Count	Frequency (%)
1	3785	22.1%
2	2327	13.6%
3	1865	10.9%
5	1691	9.9%
4	1477	8.6%
0	1408	8.2%
6	1403	8.2%
7	1244	7.3%
8	1014	5.9%
9	942	5.5%

Other Punctuation

Value	Count	Frequency (%)
,	150	86.7%
.	12	6.9%
@	9	5.2%
/	2	1.2%

Lowercase Letter

Value	Count	Frequency (%)
c	1	33.3%
s	1	33.3%
e	1	33.3%

Space Separator

Value	Count	Frequency (%)
	13221	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3029	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	219	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	219	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	1	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	54833	61.5%
Common	34019	38.2%
Latin	313	0.4%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	4435	8.1%
산	4286	7.8%
동	4086	7.5%
지	3839	7.0%
시	3714	6.8%
광	3661	6.7%
역	3595	6.6%
구	3494	6.4%
번	3380	6.2%
사	880	1.6%
Other values (324)	19463	35.5%

Common

Value	Count	Frequency (%)
	13221	38.9%
1	3785	11.1%
-	3029	8.9%
2	2327	6.8%
3	1865	5.5%
5	1691	5.0%
4	1477	4.3%
0	1408	4.1%
6	1403	4.1%
7	1244	3.7%
Other values (10)	2569	7.6%

Latin

Value	Count	Frequency (%)
B	129	41.2%
T	89	28.4%
G	26	8.3%
A	25	8.0%
S	21	6.7%
L	8	2.6%
E	3	1.0%
K	2	0.6%
c	1	0.3%
O	1	0.3%
Other values (8)	8	2.6%

Han

Value	Count	Frequency (%)
內	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	54833	61.5%
ASCII	34332	38.5%
CJK	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	13221	38.5%
1	3785	11.0%
-	3029	8.8%
2	2327	6.8%
3	1865	5.4%
5	1691	4.9%
4	1477	4.3%
0	1408	4.1%
6	1403	4.1%
7	1244	3.6%
Other values (28)	2882	8.4%

Hangul

Value	Count	Frequency (%)
부	4435	8.1%
산	4286	7.8%
동	4086	7.5%
지	3839	7.0%
시	3714	6.8%
광	3661	6.7%
역	3595	6.6%
구	3494	6.4%
번	3380	6.2%
사	880	1.6%
Other values (324)	19463	35.5%

CJK

Value	Count	Frequency (%)
內	1	100.0%

도로명전체주소
Text

MISSING

Distinct	1736
Distinct (%)	92.8%
Missing	1719
Missing (%)	47.9%
Memory size	28.2 KiB

Length

Max length	75
Median length	55
Mean length	31.15508
Min length	19

Characters and Unicode

Total characters	58260
Distinct characters	397
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	1644 ?
Unique (%)	87.9%

Sample

1st row	부산광역시 동래구 아시아드대로114번길 28-1, 1층 (사직동)
2nd row	부산광역시 동래구 안남로 112, 1층 (안락동)
3rd row	부산광역시 동래구 안락로 14, 1층 (안락동)
4th row	부산광역시 동래구 사직북로33번길 34, 1층 (사직동)
5th row	부산광역시 동래구 충렬대로182번가길 26, 1층 (명륜동)

Value	Count	Frequency (%)
부산광역시	1871	16.7%
1층	370	3.3%
사하구	304	2.7%
해운대구	195	1.7%
부산진구	171	1.5%
기장군	164	1.5%
2층	145	1.3%
사상구	144	1.3%
장림동	116	1.0%
금정구	112	1.0%
Other values (2236)	7606	67.9%

Most occurring characters

Value	Count	Frequency (%)
	9333	16.0%
1	2395	4.1%
산	2384	4.1%
부	2360	4.1%
동	2254	3.9%
시	2081	3.6%
광	1940	3.3%
역	1876	3.2%
구	1827	3.1%
로	1791	3.1%
Other values (387)	30019	51.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	34440	59.1%
Space Separator	9333	16.0%
Decimal Number	9073	15.6%
Open Punctuation	1785	3.1%
Close Punctuation	1785	3.1%
Other Punctuation	1427	2.4%
Dash Punctuation	299	0.5%
Uppercase Letter	105	0.2%
Math Symbol	10	< 0.1%
Lowercase Letter	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
산	2384	6.9%
부	2360	6.9%
동	2254	6.5%
시	2081	6.0%
광	1940	5.6%
역	1876	5.4%
구	1827	5.3%
로	1791	5.2%
길	926	2.7%
번	851	2.5%
Other values (349)	16150	46.9%

Uppercase Letter

Value	Count	Frequency (%)
B	44	41.9%
A	35	33.3%
C	5	4.8%
G	4	3.8%
S	4	3.8%
E	2	1.9%
K	2	1.9%
H	1	1.0%
Q	1	1.0%
V	1	1.0%
Other values (6)	6	5.7%

Decimal Number

Value	Count	Frequency (%)
1	2395	26.4%
2	1374	15.1%
3	933	10.3%
4	790	8.7%
5	785	8.7%
0	679	7.5%
6	657	7.2%
7	598	6.6%
9	465	5.1%
8	397	4.4%

Other Punctuation

Value	Count	Frequency (%)
,	1420	99.5%
.	3	0.2%
@	3	0.2%
/	1	0.1%

Lowercase Letter

Value	Count	Frequency (%)
b	1	33.3%
c	1	33.3%
s	1	33.3%

Space Separator

Value	Count	Frequency (%)
	9333	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1785	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1785	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	299	100.0%

Math Symbol

Value	Count	Frequency (%)
~	10	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	34440	59.1%
Common	23712	40.7%
Latin	108	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
산	2384	6.9%
부	2360	6.9%
동	2254	6.5%
시	2081	6.0%
광	1940	5.6%
역	1876	5.4%
구	1827	5.3%
로	1791	5.2%
길	926	2.7%
번	851	2.5%
Other values (349)	16150	46.9%

Common

Value	Count	Frequency (%)
	9333	39.4%
1	2395	10.1%
(	1785	7.5%
)	1785	7.5%
,	1420	6.0%
2	1374	5.8%
3	933	3.9%
4	790	3.3%
5	785	3.3%
0	679	2.9%
Other values (9)	2433	10.3%

Latin

Value	Count	Frequency (%)
B	44	40.7%
A	35	32.4%
C	5	4.6%
G	4	3.7%
S	4	3.7%
E	2	1.9%
K	2	1.9%
H	1	0.9%
b	1	0.9%
c	1	0.9%
Other values (9)	9	8.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	34440	59.1%
ASCII	23820	40.9%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	9333	39.2%
1	2395	10.1%
(	1785	7.5%
)	1785	7.5%
,	1420	6.0%
2	1374	5.8%
3	933	3.9%
4	790	3.3%
5	785	3.3%
0	679	2.9%
Other values (28)	2541	10.7%

Hangul

Value	Count	Frequency (%)
산	2384	6.9%
부	2360	6.9%
동	2254	6.5%
시	2081	6.0%
광	1940	5.6%
역	1876	5.4%
구	1827	5.3%
로	1791	5.2%
길	926	2.7%
번	851	2.5%
Other values (349)	16150	46.9%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	755
Distinct (%)	41.1%
Missing	1751
Missing (%)	48.8%
Infinite	0
Infinite (%)	0.0%
Mean	47865.616

Minimum	46002
Maximum	49526
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	31.7 KiB

Quantile statistics

Minimum	46002
5-th percentile	46067.85
Q1	46926.25
median	48013
Q3	48984
95-th percentile	49478
Maximum	49526
Range	3524
Interquartile range (IQR)	2057.75

Descriptive statistics

Standard deviation	1157.6773
Coefficient of variation (CV)	0.02418599
Kurtosis	-1.3311348
Mean	47865.616
Median Absolute Deviation (MAD)	1029.5
Skewness	-0.038956294
Sum	87977002
Variance	1340216.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
49277	48	1.3%
46079	40	1.1%
47032	35	1.0%
49478	34	0.9%
48984	31	0.9%
47252	28	0.8%
48737	28	0.8%
48031	24	0.7%
48983	22	0.6%
47251	17	0.5%
Other values (745)	1531	42.7%
(Missing)	1751	48.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
46002	2	0.1%
46004	2	0.1%
46008	2	0.1%
46012	2	0.1%
46014	1	< 0.1%
46017	3	0.1%
46019	1	< 0.1%
46020	4	0.1%
46022	3	0.1%
46023	1	< 0.1%

Value	Count	Frequency (%)
49526	15	0.4%
49525	1	< 0.1%
49523	1	< 0.1%
49522	1	< 0.1%
49520	3	0.1%
49519	6	0.2%
49514	1	< 0.1%
49511	4	0.1%
49507	1	< 0.1%
49503	3	0.1%

사업장명
Text

Distinct	2659
Distinct (%)	74.1%
Missing	0
Missing (%)	0.0%
Memory size	28.2 KiB

Length

Max length	36
Median length	30
Mean length	5.9116746
Min length	2

Characters and Unicode

Total characters	21217
Distinct characters	630
Distinct categories	10 ?
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	2271 ?
Unique (%)	63.3%

Sample

1st row	부성상사
2nd row	더월마트
3rd row	탑플러스마트
4th row	(주)서원유통탑마트사직점
5th row	찡오언니

Value	Count	Frequency (%)
주식회사	82	2.1%
영우유통	31	0.8%
주)두루찬	31	0.8%
진경식품	29	0.7%
개미농특산	27	0.7%
우리농수산	22	0.6%
현식품	20	0.5%
남해식품	18	0.5%
민속식품	18	0.5%
하복식품	18	0.5%
Other values (2762)	3655	92.5%

Most occurring characters

Value	Count	Frequency (%)
주	943	4.4%
)	870	4.1%
식	854	4.0%
(	846	4.0%
품	741	3.5%
산	495	2.3%
통	424	2.0%
유	402	1.9%
마	400	1.9%
트	388	1.8%
Other values (620)	14854	70.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	18718	88.2%
Close Punctuation	870	4.1%
Open Punctuation	846	4.0%
Space Separator	363	1.7%
Uppercase Letter	259	1.2%
Decimal Number	68	0.3%
Lowercase Letter	56	0.3%
Other Punctuation	33	0.2%
Dash Punctuation	3	< 0.1%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	943	5.0%
식	854	4.6%
품	741	4.0%
산	495	2.6%
통	424	2.3%
유	402	2.1%
마	400	2.1%
트	388	2.1%
스	320	1.7%
이	312	1.7%
Other values (558)	13439	71.8%

Uppercase Letter

Value	Count	Frequency (%)
O	29	11.2%
F	29	11.2%
S	17	6.6%
C	16	6.2%
A	16	6.2%
N	15	5.8%
D	15	5.8%
G	15	5.8%
E	12	4.6%
M	12	4.6%
Other values (15)	83	32.0%

Lowercase Letter

Value	Count	Frequency (%)
a	9	16.1%
s	8	14.3%
n	8	14.3%
e	5	8.9%
r	5	8.9%
m	4	7.1%
o	3	5.4%
i	3	5.4%
t	2	3.6%
d	2	3.6%
Other values (7)	7	12.5%

Decimal Number

Value	Count	Frequency (%)
2	19	27.9%
3	15	22.1%
1	12	17.6%
8	6	8.8%
5	4	5.9%
9	4	5.9%
7	3	4.4%
4	2	2.9%
6	2	2.9%
0	1	1.5%

Other Punctuation

Value	Count	Frequency (%)
.	14	42.4%
&	11	33.3%
,	6	18.2%
·	1	3.0%
'	1	3.0%

Close Punctuation

Value	Count	Frequency (%)
)	870	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	846	100.0%

Space Separator

Value	Count	Frequency (%)
	363	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3	100.0%

Math Symbol

Value	Count	Frequency (%)
+	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	18718	88.2%
Common	2184	10.3%
Latin	315	1.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	943	5.0%
식	854	4.6%
품	741	4.0%
산	495	2.6%
통	424	2.3%
유	402	2.1%
마	400	2.1%
트	388	2.1%
스	320	1.7%
이	312	1.7%
Other values (558)	13439	71.8%

Latin

Value	Count	Frequency (%)
O	29	9.2%
F	29	9.2%
S	17	5.4%
C	16	5.1%
A	16	5.1%
N	15	4.8%
D	15	4.8%
G	15	4.8%
E	12	3.8%
M	12	3.8%
Other values (32)	139	44.1%

Common

Value	Count	Frequency (%)
)	870	39.8%
(	846	38.7%
	363	16.6%
2	19	0.9%
3	15	0.7%
.	14	0.6%
1	12	0.5%
&	11	0.5%
8	6	0.3%
,	6	0.3%
Other values (10)	22	1.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	18718	88.2%
ASCII	2498	11.8%
None	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
주	943	5.0%
식	854	4.6%
품	741	4.0%
산	495	2.6%
통	424	2.3%
유	402	2.1%
마	400	2.1%
트	388	2.1%
스	320	1.7%
이	312	1.7%
Other values (558)	13439	71.8%

ASCII

Value	Count	Frequency (%)
)	870	34.8%
(	846	33.9%
	363	14.5%
O	29	1.2%
F	29	1.2%
2	19	0.8%
S	17	0.7%
C	16	0.6%
A	16	0.6%
N	15	0.6%
Other values (51)	278	11.1%

None

Value	Count	Frequency (%)
·	1	100.0%

최종수정시점
Real number (ℝ)

Distinct	2898
Distinct (%)	80.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0106519 × 10¹³

Minimum	1.9990315 × 10¹³
Maximum	2.0210129 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	31.7 KiB

Quantile statistics

Minimum	1.9990315 × 10¹³
5-th percentile	2.0011117 × 10¹³
Q1	2.0050401 × 10¹³
median	2.0100802 × 10¹³
Q3	2.0170818 × 10¹³
95-th percentile	2.0200803 × 10¹³
Maximum	2.0210129 × 10¹³
Range	2.1981415 × 10¹¹
Interquartile range (IQR)	1.2041715 × 10¹¹

Descriptive statistics

Standard deviation	6.4985258 × 10¹⁰
Coefficient of variation (CV)	0.0032320491
Kurtosis	-1.4024441
Mean	2.0106519 × 10¹³
Median Absolute Deviation (MAD)	6.0103952 × 10¹⁰
Skewness	0.056728418
Sum	7.2162298 × 10¹⁶
Variance	4.2230838 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20010731000000	48	1.3%
20020612000000	32	0.9%
20020805000000	31	0.9%
20020227000000	31	0.9%
20020305000000	29	0.8%
20010728000000	24	0.7%
20040618000000	22	0.6%
20020214000000	21	0.6%
20020823000000	16	0.4%
20010510000000	14	0.4%
Other values (2888)	3321	92.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19990315000000	4	0.1%
19990318000000	1	< 0.1%
19990322000000	1	< 0.1%
19990510000000	1	< 0.1%
19990903000000	1	< 0.1%
19990918000000	1	< 0.1%
19990927000000	2	0.1%
19991012000000	1	< 0.1%
19991125000000	1	< 0.1%
20000209000000	1	< 0.1%

Value	Count	Frequency (%)
20210129154627	1	< 0.1%
20210129115011	1	< 0.1%
20210129114643	1	< 0.1%
20210129103247	1	< 0.1%
20210128162143	1	< 0.1%
20210128110609	1	< 0.1%
20210127155638	1	< 0.1%
20210127155558	1	< 0.1%
20210127150527	1	< 0.1%
20210127144512	1	< 0.1%

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.2 KiB

I	3025
U	564

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	I
5th row	I

Common Values

Value	Count	Frequency (%)
I	3025	84.3%
U	564	15.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	3025	84.3%
u	564	15.7%

데이터갱신일자
Date

Distinct	438
Distinct (%)	12.2%
Missing	0
Missing (%)	0.0%
Memory size	28.2 KiB

Minimum	2018-08-31 23:59:59
Maximum	2021-01-31 02:40:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.2 KiB

식품소분업	3585
<NA>	4

Length

Max length	5
Median length	5
Mean length	4.9988855
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
식품소분업	3585	99.9%
<NA>	4	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
식품소분업	3585	99.9%
na	4	0.1%

좌표정보(x)
Real number (ℝ)

MISSING

Distinct	1962
Distinct (%)	57.4%
Missing	168
Missing (%)	4.7%
Infinite	0
Infinite (%)	0.0%
Mean	387278.68

Minimum	364927.7
Maximum	407820.17
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	31.7 KiB

Quantile statistics

Minimum	364927.7
5-th percentile	378647.02
Q1	382202.14
median	387539.77
Q3	391333.59
95-th percentile	401172.34
Maximum	407820.17
Range	42892.471
Interquartile range (IQR)	9131.4476

Descriptive statistics

Standard deviation	6523.9594
Coefficient of variation (CV)	0.016845646
Kurtosis	0.14862057
Mean	387278.68
Median Absolute Deviation (MAD)	4549.6632
Skewness	0.33878677
Sum	1.3248804 × 10⁹
Variance	42562046
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
387539.767677801	53	1.5%
387271.299492377	49	1.4%
389097.800933845	46	1.3%
389455.109101676	43	1.2%
390319.153766629	37	1.0%
387564.611330896	36	1.0%
393233.931123062	34	0.9%
382983.91775577	32	0.9%
383449.669961635	31	0.9%
379321.651090423	29	0.8%
Other values (1952)	3031	84.5%
(Missing)	168	4.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
364927.696730227	1	< 0.1%
367163.559903774	1	< 0.1%
367390.559894293	1	< 0.1%
367947.282236205	1	< 0.1%
368550.469102158	1	< 0.1%
368725.685782611	1	< 0.1%
368902.33317113	1	< 0.1%
368967.073191522	1	< 0.1%
369324.667538937	3	0.1%
369510.064865473	2	0.1%

Value	Count	Frequency (%)
407820.16806719	1	< 0.1%
407418.648415535	1	< 0.1%
407245.567193252	2	0.1%
406761.100883744	1	< 0.1%
405571.252933322	1	< 0.1%
405546.316597851	1	< 0.1%
405482.261906849	1	< 0.1%
405236.333123992	1	< 0.1%
405188.961854622	2	0.1%
404883.27844185	1	< 0.1%

좌표정보(y)
Real number (ℝ)

MISSING

Distinct	1961
Distinct (%)	57.3%
Missing	168
Missing (%)	4.7%
Infinite	0
Infinite (%)	0.0%
Mean	186472.31

Minimum	170813.58
Maximum	211459
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	31.7 KiB

Quantile statistics

Minimum	170813.58
5-th percentile	176373.96
Q1	180266.54
median	186663.89
Q3	191546.13
95-th percentile	196546.36
Maximum	211459
Range	40645.417
Interquartile range (IQR)	11279.588

Descriptive statistics

Standard deviation	6639.7263
Coefficient of variation (CV)	0.035607037
Kurtosis	-0.41150493
Mean	186472.31
Median Absolute Deviation (MAD)	5281.1124
Skewness	0.18575752
Sum	6.3792177 × 10⁸
Variance	44085966
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
184402.96650913	53	1.5%
186099.137533193	49	1.4%
192260.811648263	46	1.3%
191427.549247975	43	1.2%
195305.783615849	37	1.0%
183837.166587761	36	1.0%
192684.487637586	34	0.9%
196375.470354374	32	0.9%
174683.069423816	31	0.9%
183030.975769364	29	0.8%
Other values (1951)	3031	84.5%
(Missing)	168	4.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
170813.584718477	1	< 0.1%
173969.719902491	1	< 0.1%
174209.665999624	1	< 0.1%
174211.496764498	1	< 0.1%
174289.976688419	1	< 0.1%
174353.431844675	1	< 0.1%
174415.425547526	6	0.2%
174419.270504403	1	< 0.1%
174422.347875421	1	< 0.1%
174428.418993288	2	0.1%

Value	Count	Frequency (%)
211459.001777975	1	< 0.1%
210945.104382171	1	< 0.1%
210855.07033937	1	< 0.1%
209943.892133999	1	< 0.1%
208399.251667629	1	< 0.1%
206512.517255249	1	< 0.1%
206150.925111083	1	< 0.1%
205930.084201689	1	< 0.1%
205620.650144116	1	< 0.1%
205540.482346069	2	0.1%

위생업태명
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.2 KiB

식품소분업	3585
<NA>	4

Length

Max length	5
Median length	5
Mean length	4.9988855
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
식품소분업	3585	99.9%
<NA>	4	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
식품소분업	3585	99.9%
na	4	0.1%

남성종사자수
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.2 KiB

<NA>	3158
0	422
1	9

Length

Max length	4
Median length	4
Mean length	3.6397325
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>	3158	88.0%
0	422	11.8%
1	9	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3158	88.0%
0	422	11.8%
1	9	0.3%

여성종사자수
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.2 KiB

<NA>	3158
0	423
1	8

Length

Max length	4
Median length	4
Mean length	3.6397325
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>	3158	88.0%
0	423	11.8%
1	8	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3158	88.0%
0	423	11.8%
1	8	0.2%

영업장주변구분명
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	28.2 KiB

<NA>	2918
기타	644
주택가주변	15
아파트지역	7
학교정화(상대)	4

Length

Max length	8
Median length	4
Mean length	3.6528281
Min length	2

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>	2918	81.3%
기타	644	17.9%
주택가주변	15	0.4%
아파트지역	7	0.2%
학교정화(상대)	4	0.1%
유흥업소밀집지역	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2918	81.3%
기타	644	17.9%
주택가주변	15	0.4%
아파트지역	7	0.2%
학교정화(상대	4	0.1%
유흥업소밀집지역	1	< 0.1%

등급구분명
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.2 KiB

<NA>	2918
기타	636
자율	35

Length

Max length	4
Median length	4
Mean length	3.6260797
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>	2918	81.3%
기타	636	17.7%
자율	35	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2918	81.3%
기타	636	17.7%
자율	35	1.0%

급수시설구분명
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.2 KiB

<NA>	3045
상수도전용	540
간이상수도	3
지하수전용	1

Length

Max length	5
Median length	4
Mean length	4.1515743
Min length	4

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>	3045	84.8%
상수도전용	540	15.0%
간이상수도	3	0.1%
지하수전용	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3045	84.8%
상수도전용	540	15.0%
간이상수도	3	0.1%
지하수전용	1	< 0.1%

총종업원수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3589
Missing (%)	100.0%
Memory size	31.7 KiB

본사종업원수
Categorical

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.2 KiB

0	1832
<NA>	1754
1	2
3	1

Length

Max length	4
Median length	1
Mean length	2.4661466
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
0	1832	51.0%
<NA>	1754	48.9%
1	2	0.1%
3	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1832	51.0%
na	1754	48.9%
1	2	0.1%
3	1	< 0.1%

공장사무직종업원수
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.2 KiB

0	1827
<NA>	1753
1	7
3	1
2	1

Length

Max length	4
Median length	1
Mean length	2.4653107
Min length	1

Unique

Unique	2 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
0	1827	50.9%
<NA>	1753	48.8%
1	7	0.2%
3	1	< 0.1%
2	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1827	50.9%
na	1753	48.8%
1	7	0.2%
3	1	< 0.1%
2	1	< 0.1%

공장판매직종업원수
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.2 KiB

0	1823
<NA>	1752
1	10
2	3
3	1

Length

Max length	4
Median length	1
Mean length	2.4644748
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
0	1823	50.8%
<NA>	1752	48.8%
1	10	0.3%
2	3	0.1%
3	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1823	50.8%
na	1752	48.8%
1	10	0.3%
2	3	0.1%
3	1	< 0.1%

공장생산직종업원수
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	7
Distinct (%)	0.4%
Missing	1748
Missing (%)	48.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.66431287

Minimum	0
Maximum	1170
Zeros	1802
Zeros (%)	50.2%
Negative	0
Negative (%)	0.0%
Memory size	31.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1170
Range	1170
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	27.268697
Coefficient of variation (CV)	41.047973
Kurtosis	1840.7265
Mean	0.66431287
Median Absolute Deviation (MAD)	0
Skewness	42.902105
Sum	1223
Variance	743.58182
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	1802	50.2%
1	29	0.8%
2	6	0.2%
4	1	< 0.1%
1170	1	< 0.1%
5	1	< 0.1%
3	1	< 0.1%
(Missing)	1748	48.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1802	50.2%
1	29	0.8%
2	6	0.2%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
1170	1	< 0.1%

Value	Count	Frequency (%)
1170	1	< 0.1%
5	1	< 0.1%
4	1	< 0.1%
3	1	< 0.1%
2	6	0.2%
1	29	0.8%
0	1802	50.2%

건물소유구분명
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.2 KiB

<NA>	2737
자가	536
임대	316

Length

Max length	4
Median length	4
Mean length	3.5252159
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>	2737	76.3%
자가	536	14.9%
임대	316	8.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2737	76.3%
자가	536	14.9%
임대	316	8.8%

보증액
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.2 KiB

<NA>	3423
0	166

Length

Max length	4
Median length	4
Mean length	3.8612427
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>	3423	95.4%
0	166	4.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3423	95.4%
0	166	4.6%

월세액
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.2 KiB

<NA>	3423
0	166

Length

Max length	4
Median length	4
Mean length	3.8612427
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>	3423	95.4%
0	166	4.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3423	95.4%
0	166	4.6%

다중이용업소여부
Boolean

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

False	3589

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	3589	100.0%

시설총규모
Real number (ℝ)

SKEWED ZEROS

Distinct	183
Distinct (%)	5.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.4776372

Minimum	0
Maximum	1011.02
Zeros	3344
Zeros (%)	93.2%
Negative	0
Negative (%)	0.0%
Memory size	31.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	6.12
Maximum	1011.02
Range	1011.02
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	21.939538
Coefficient of variation (CV)	8.8550246
Kurtosis	1271.4375
Mean	2.4776372
Median Absolute Deviation (MAD)	0
Skewness	29.978524
Sum	8892.24
Variance	481.34335
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	3344	93.2%
10.0	8	0.2%
4.0	8	0.2%
6.6	7	0.2%
9.9	6	0.2%
3.0	5	0.1%
16.5	4	0.1%
33.0	4	0.1%
3.3	4	0.1%
12.0	3	0.1%
Other values (173)	196	5.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	3344	93.2%
0.58	1	< 0.1%
1.0	1	< 0.1%
1.17	2	0.1%
1.44	1	< 0.1%
1.51	1	< 0.1%
1.6	1	< 0.1%
1.7	2	0.1%
1.95	1	< 0.1%
2.0	1	< 0.1%

Value	Count	Frequency (%)
1011.02	1	< 0.1%
319.5	1	< 0.1%
246.24	1	< 0.1%
226.98	1	< 0.1%
194.7	1	< 0.1%
175.0	1	< 0.1%
174.89	1	< 0.1%
172.55	1	< 0.1%
157.93	1	< 0.1%
132.0	2	0.1%

전통업소지정번호
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3589
Missing (%)	100.0%
Memory size	31.7 KiB

전통업소주된음식
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3589
Missing (%)	100.0%
Memory size	31.7 KiB

홈페이지
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.2 KiB

<NA>	3588
8	1

Length

Max length	4
Median length	4
Mean length	3.9991641
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>	3588	> 99.9%
8	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3588	> 99.9%
8	1	< 0.1%

Unnamed: 47
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3589
Missing (%)	100.0%
Memory size	31.7 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	전통업소지정번호	전통업소주된음식	홈페이지	Unnamed: 47
0	1	식품소분업	07_22_08_P	3300000	3300000-109-2011-00006	20110223	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	21.53	607821	부산광역시 동래구 사직동 114-46번지	부산광역시 동래구 아시아드대로114번길 28-1, 1층 (사직동)	47845	부성상사	20180920095551	U	2018-09-20 23:59:59.0	식품소분업	392206.237892	190039.60345	식품소분업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	0	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
1	2	식품소분업	07_22_08_P	3300000	3300000-109-2014-00006	20140811	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 531 8282	29.50	607825	부산광역시 동래구 안락동 243-57번지 1층	부산광역시 동래구 안남로 112, 1층 (안락동)	47900	더월마트	20140811114122	I	2018-08-31 23:59:59.0	식품소분업	391562.200354	190165.951521	식품소분업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
2	3	식품소분업	07_22_08_P	3300000	3300000-109-2014-00007	20141007	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 529 5005	8.00	607827	부산광역시 동래구 안락동 425-4번지 1층	부산광역시 동래구 안락로 14, 1층 (안락동)	47786	탑플러스마트	20141007153821	I	2018-08-31 23:59:59.0	식품소분업	391050.74744	191065.280568	식품소분업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
3	4	식품소분업	07_22_08_P	3300000	3300000-109-2017-00004	20170830	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0515015810	10.00	607815	부산광역시 동래구 사직동 28-9번지	부산광역시 동래구 사직북로33번길 34, 1층 (사직동)	47860	(주)서원유통탑마트사직점	20170901112355	I	2018-08-31 23:59:59.0	식품소분업	387382.806313	190792.095628	식품소분업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	0	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
4	5	식품소분업	07_22_08_P	3300000	3300000-109-2017-00005	20171206	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	9.20	607804	부산광역시 동래구 명륜동 515-43번지	부산광역시 동래구 충렬대로182번가길 26, 1층 (명륜동)	47815	찡오언니	20180102101523	I	2018-08-31 23:59:59.0	식품소분업	389358.8991	191229.69749	식품소분업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	0	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
5	6	식품소분업	07_22_08_P	3380000	3380000-109-2015-00004	20150518	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 756 9991	55.50	613804	부산광역시 수영구 광안동 151-23번지	부산광역시 수영구 광안로 37, 1,2층 (광안동)	48296	농축산마트	20151203160903	I	2018-08-31 23:59:59.0	식품소분업	392776.170928	186106.557382	식품소분업	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	0	0	0	0	자가	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
6	7	식품소분업	07_22_08_P	3380000	3380000-109-2010-00001	20100223	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 751 1600	16.00	613828	부산광역시 수영구 민락동 35-8번지	부산광역시 수영구 광안해변로277번길 18 (민락동)	48287	(주)자이마트	20110930170550	I	2018-08-31 23:59:59.0	식품소분업	393508.751358	186240.494914	식품소분업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	0	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
7	8	식품소분업	07_22_08_P	3300000	3300000-109-2017-00006	20171218	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0515218253	16.00	607830	부산광역시 동래구 안락동 603-1번지 안락시장상가아파트	부산광역시 동래구 충렬대로410번길 21, 19호 (안락동, 안락시장상가아파트)	47890	창대식품	20180102103939	I	2018-08-31 23:59:59.0	식품소분업	391486.787091	190515.879939	식품소분업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	0	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
8	9	식품소분업	07_22_08_P	3300000	3300000-109-2018-00001	20180214	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 554 0775	20.60	607831	부산광역시 동래구 온천동 147-48번지	부산광역시 동래구 온천장로125번길 29, 1층 (온천동)	47708	대영상사	20180221171558	I	2018-08-31 23:59:59.0	식품소분업	389652.962403	193482.631799	식품소분업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	0	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
9	10	식품소분업	07_22_08_P	3300000	3300000-109-2018-00002	20180517	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0515557200	15.40	607802	부산광역시 동래구 명륜동 9-2번지	부산광역시 동래구 시실로24번길 5, 1층 (명륜동)	47744	지마트 명륜점	20180530173644	I	2018-08-31 23:59:59.0	식품소분업	389897.081046	192781.060821	식품소분업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	0	<NA>	<NA>	<NA>	N	<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
3579	3580	식품소분업	07_22_08_P	3330000	3330000-109-2016-00003	20160318	<NA>	3	폐업	2	폐업	20191113	<NA>	<NA>	<NA>	051 724 7781	100.00	612040	부산광역시 해운대구 송정동 189-20번지	부산광역시 해운대구 송정중앙로21번길 67, 1층 (송정동)	48070	우진유통	20191113153406	U	2019-11-15 02:40:00.0	식품소분업	400753.655089	189624.712393	식품소분업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>
3580	3581	식품소분업	07_22_08_P	3330000	3330000-109-2016-00004	20160323	<NA>	3	폐업	2	폐업	20160810	<NA>	<NA>	<NA>	<NA>	78.00	612810	부산광역시 해운대구 반여동 763-11번지	부산광역시 해운대구 선수촌로207번가길 21, 1층 (반여동)	48032	채미원	20160323152229	I	2018-08-31 23:59:59.0	식품소분업	393332.617596	192155.203339	식품소분업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	자가	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>
3581	3582	식품소분업	07_22_08_P	3330000	3330000-109-2013-00005	20131113	<NA>	3	폐업	2	폐업	20150427	<NA>	<NA>	<NA>	<NA>	10.14	612809	부산광역시 해운대구 반여동 232-3번지 1층 일부	부산광역시 해운대구 선수촌로208번길 87 (반여동, 1층 일부)	48033	안선	20140417104417	I	2018-08-31 23:59:59.0	식품소분업	393818.650605	192435.131519	식품소분업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	자가	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>
3582	3583	식품소분업	07_22_08_P	3330000	3330000-109-2014-00003	20140331	<NA>	3	폐업	2	폐업	20141219	<NA>	<NA>	<NA>	051 723 0235	9.86	612809	부산광역시 해운대구 반여동 910-1번지	부산광역시 해운대구 선수촌로 164-10 (반여동)	48034	(주)풍년방	20140415172558	I	2018-08-31 23:59:59.0	식품소분업	393256.407763	191848.772596	식품소분업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	자가	<NA>	<NA>	N	4.55	<NA>	<NA>	<NA>	<NA>
3583	3584	식품소분업	07_22_08_P	3330000	3330000-109-2014-00004	20140503	<NA>	3	폐업	2	폐업	20150722	<NA>	<NA>	<NA>	<NA>	31.00	612020	부산광역시 해운대구 우동 1495번지 신세계백화점 지하1층 일부	부산광역시 해운대구 센텀남대로 35 (우동, 신세계백화점 지하1층 일부)	48058	샘골잣집	20140624092103	I	2018-08-31 23:59:59.0	식품소분업	393952.264486	187602.933161	식품소분업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>
3584	3585	식품소분업	07_22_08_P	3330000	3330000-109-2014-00005	20141223	<NA>	3	폐업	2	폐업	20171018	<NA>	<NA>	<NA>	<NA>	9.87	612809	부산광역시 해운대구 반여동 910-1번지	부산광역시 해운대구 선수촌로 164-10 (반여동)	48034	(주)풍년방	20171018110811	I	2018-08-31 23:59:59.0	식품소분업	393256.407763	191848.772596	식품소분업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>
3585	3586	식품소분업	07_22_08_P	3400000	3400000-109-2018-00012	20181228	<NA>	3	폐업	2	폐업	20200716	<NA>	<NA>	<NA>	<NA>	19.20	619873	부산광역시 기장군 철마면 송정리 363-12	부산광역시 기장군 철마면 철마삼동로 58, 1층	46002	동우유통	20200716161337	U	2020-09-16 02:40:00.0	식품소분업	392275.996065	203203.409705	식품소분업	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	자가	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>
3586	3587	식품소분업	07_22_08_P	3360000	3360000-109-2019-00001	20190104	<NA>	3	폐업	2	폐업	20190620	<NA>	<NA>	<NA>	051 337 2578	16.12	618800	부산광역시 강서구 강동동 107-8번지	부산광역시 강서구 낙동북로43번길 38-16, 일부 (강동동)	46705	(주)현백	20190620140333	U	2019-06-22 02:40:00.0	식품소분업	376268.26048	192826.372166	식품소분업	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	자가	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>
3587	3588	식품소분업	07_22_08_P	3350000	3350000-109-2018-00007	20181120	<NA>	3	폐업	2	폐업	20200320	<NA>	<NA>	<NA>	<NA>	6.60	609801	부산광역시 금정구 구서동 167-9번지	부산광역시 금정구 중앙대로1945번길 21, 1층 (구서동)	46230	우영이네	20200320143835	U	2020-03-22 02:40:00.0	식품소분업	390137.078464	197397.134893	식품소분업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	자가	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>
3588	3589	식품소분업	07_22_08_P	3300000	3300000-109-2020-00004	20201214	<NA>	3	폐업	2	폐업	20201228	<NA>	<NA>	<NA>	<NA>	<NA>	607802	부산광역시 동래구 명륜동 98-17	부산광역시 동래구 시실로 54, 2층 (명륜동)	47744	죽로재	20201228160040	U	2020-12-30 02:40:00.0	식품소분업	390095.642233	192619.170961	식품소분업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>

Overview

Variables

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Space Separator

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Decimal Number

Other Punctuation

Lowercase Letter

Space Separator

Dash Punctuation

Close Punctuation

Open Punctuation

Modifier Symbol

Math Symbol

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Han

Most occurring blocks

Most frequent character per block

ASCII

Hangul

CJK

Most occurring characters

Most occurring categories