gimi9 Pandas Profiling

Dataset statistics

Number of variables	48
Number of observations	10000
Missing cells	108494
Missing cells (%)	22.6%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	4.0 MiB
Average record size in memory	421.0 B

Variable types

Numeric	10
Categorical	21
Text	6
Unsupported	9
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=20230901050101123112

Alerts

`개방서비스명` has constant value ""	Constant
`개방서비스id` has constant value ""	Constant
`다중이용업소여부` has constant value ""	Constant
`업태구분명` is highly imbalanced (98.9%)	Imbalance
`위생업태명` is highly imbalanced (98.8%)	Imbalance
`남성종사자수` is highly imbalanced (79.8%)	Imbalance
`여성종사자수` is highly imbalanced (74.7%)	Imbalance
`영업장주변구분명` is highly imbalanced (67.6%)	Imbalance
`등급구분명` is highly imbalanced (51.7%)	Imbalance
`급수시설구분명` is highly imbalanced (68.4%)	Imbalance
`공장판매직종업원수` is highly imbalanced (58.6%)	Imbalance
`공장생산직종업원수` is highly imbalanced (58.3%)	Imbalance
`보증액` is highly imbalanced (65.9%)	Imbalance
`월세액` is highly imbalanced (65.9%)	Imbalance
`인허가취소일자` has 10000 (100.0%) missing values	Missing
`폐업일자` has 2567 (25.7%) missing values	Missing
`휴업시작일자` has 10000 (100.0%) missing values	Missing
`휴업종료일자` has 10000 (100.0%) missing values	Missing
`재개업일자` has 10000 (100.0%) missing values	Missing
`소재지전화` has 4632 (46.3%) missing values	Missing
`소재지면적` has 4911 (49.1%) missing values	Missing
`소재지우편번호` has 213 (2.1%) missing values	Missing
`도로명전체주소` has 2695 (27.0%) missing values	Missing
`도로명우편번호` has 2752 (27.5%) missing values	Missing
`좌표정보(x)` has 326 (3.3%) missing values	Missing
`좌표정보(y)` has 326 (3.3%) missing values	Missing
`총종업원수` has 10000 (100.0%) missing values	Missing
`전통업소지정번호` has 10000 (100.0%) missing values	Missing
`전통업소주된음식` has 10000 (100.0%) missing values	Missing
`홈페이지` has 10000 (100.0%) missing values	Missing
`Unnamed: 47` has 10000 (100.0%) missing values	Missing
`폐업일자` is highly skewed (γ1 = -35.51670837)	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
`시설총규모` has 9376 (93.8%) zeros	Zeros

Reproduction

Analysis started	2024-04-17 12:35:43.204169
Analysis finished	2024-04-17 12:35:44.979485
Duration	1.78 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	10000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11178.978

Minimum	3
Maximum	22372
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	3
5-th percentile	1153.9
Q1	5612.5
median	11159
Q3	16762.5
95-th percentile	21277.1
Maximum	22372
Range	22369
Interquartile range (IQR)	11150

Descriptive statistics

Standard deviation	6440.4304
Coefficient of variation (CV)	0.57611978
Kurtosis	-1.1950798
Mean	11178.978
Median Absolute Deviation (MAD)	5579.5
Skewness	0.0072253835
Sum	1.1178978 × 10⁸
Variance	41479144
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3462	1	< 0.1%
5864	1	< 0.1%
17573	1	< 0.1%
21350	1	< 0.1%
21705	1	< 0.1%
2702	1	< 0.1%
21920	1	< 0.1%
19258	1	< 0.1%
12179	1	< 0.1%
14731	1	< 0.1%
Other values (9990)	9990	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	1	< 0.1%
5	1	< 0.1%
10	1	< 0.1%
12	1	< 0.1%
15	1	< 0.1%
17	1	< 0.1%
18	1	< 0.1%
21	1	< 0.1%
22	1	< 0.1%
29	1	< 0.1%

Value	Count	Frequency (%)
22372	1	< 0.1%
22371	1	< 0.1%
22368	1	< 0.1%
22367	1	< 0.1%
22366	1	< 0.1%
22365	1	< 0.1%
22364	1	< 0.1%
22363	1	< 0.1%
22362	1	< 0.1%
22361	1	< 0.1%

개방서비스명
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

즉석판매제조가공업	10000

Length

Max length	9
Median length	9
Mean length	9
Min length	9

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
즉석판매제조가공업	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
즉석판매제조가공업	10000	100.0%

개방서비스id
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

07_22_19_P	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	07_22_19_P
2nd row	07_22_19_P
3rd row	07_22_19_P
4th row	07_22_19_P
5th row	07_22_19_P

Common Values

Value	Count	Frequency (%)
07_22_19_P	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
07_22_19_p	10000	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	16
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3326117

Minimum	3250000
Maximum	3400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	3250000
5-th percentile	3260000
Q1	3290000
median	3330000
Q3	3350000
95-th percentile	3390000
Maximum	3400000
Range	150000
Interquartile range (IQR)	60000

Descriptive statistics

Standard deviation	39690.425
Coefficient of variation (CV)	0.011932961
Kurtosis	-0.85761952
Mean	3326117
Median Absolute Deviation (MAD)	40000
Skewness	0.15806978
Sum	3.326117 × 10¹⁰
Variance	1.5753298 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3330000	1933	19.3%
3290000	1595	16.0%
3300000	927	9.3%
3370000	757	7.6%
3380000	657	6.6%
3350000	528	5.3%
3340000	492	4.9%
3390000	484	4.8%
3400000	451	4.5%
3320000	440	4.4%
Other values (6)	1736	17.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	329	3.3%
3260000	222	2.2%
3270000	292	2.9%
3280000	355	3.5%
3290000	1595	16.0%
3300000	927	9.3%
3310000	421	4.2%
3320000	440	4.4%
3330000	1933	19.3%
3340000	492	4.9%

Value	Count	Frequency (%)
3400000	451	4.5%
3390000	484	4.8%
3380000	657	6.6%
3370000	757	7.6%
3360000	117	1.2%
3350000	528	5.3%
3340000	492	4.9%
3330000	1933	19.3%
3320000	440	4.4%
3310000	421	4.2%

관리번호
Text

UNIQUE

Distinct	10000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

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

Characters and Unicode

Total characters	220000
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	10000 ?
Unique (%)	100.0%

Sample

1st row	3300000-107-1986-00057
2nd row	3290000-107-2009-00066
3rd row	3350000-107-2010-00014
4th row	3290000-107-2011-00105
5th row	3250000-107-2019-00017

Value	Count	Frequency (%)
3300000-107-1986-00057	1	< 0.1%
3290000-107-2010-00122	1	< 0.1%
3400000-107-1994-00109	1	< 0.1%
3290000-107-2001-01595	1	< 0.1%
3370000-107-2018-00064	1	< 0.1%
3270000-107-2004-00011	1	< 0.1%
3300000-107-1988-00421	1	< 0.1%
3380000-107-1980-00398	1	< 0.1%
3350000-107-2003-00012	1	< 0.1%
3280000-107-2015-00005	1	< 0.1%
Other values (9990)	9990	99.9%

Most occurring characters

Value	Count	Frequency (%)
0	92087	41.9%
-	30000	13.6%
1	21993	10.0%
3	21733	9.9%
2	16700	7.6%
7	14101	6.4%
9	8209	3.7%
8	4540	2.1%
4	3808	1.7%
5	3520	1.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	190000	86.4%
Dash Punctuation	30000	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	92087	48.5%
1	21993	11.6%
3	21733	11.4%
2	16700	8.8%
7	14101	7.4%
9	8209	4.3%
8	4540	2.4%
4	3808	2.0%
5	3520	1.9%
6	3309	1.7%

Dash Punctuation

Value	Count	Frequency (%)
-	30000	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	220000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	92087	41.9%
-	30000	13.6%
1	21993	10.0%
3	21733	9.9%
2	16700	7.6%
7	14101	6.4%
9	8209	3.7%
8	4540	2.1%
4	3808	1.7%
5	3520	1.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	220000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	92087	41.9%
-	30000	13.6%
1	21993	10.0%
3	21733	9.9%
2	16700	7.6%
7	14101	6.4%
9	8209	3.7%
8	4540	2.1%
4	3808	1.7%
5	3520	1.6%

인허가일자
Real number (ℝ)

Distinct	4524
Distinct (%)	45.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20104856

Minimum	19640629
Maximum	20210129
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	19640629
5-th percentile	19880409
Q1	20050206
median	20150614
Q3	20190410
95-th percentile	20200812
Maximum	20210129
Range	569500
Interquartile range (IQR)	140203.5

Descriptive statistics

Standard deviation	104897.73
Coefficient of variation (CV)	0.005217532
Kurtosis	1.5709129
Mean	20104856
Median Absolute Deviation (MAD)	49814.5
Skewness	-1.3527434
Sum	2.0104856 × 10¹¹
Variance	1.1003534 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20180709	18	0.2%
20190930	17	0.2%
20190401	17	0.2%
20190211	14	0.1%
20190715	14	0.1%
20190429	14	0.1%
20191125	13	0.1%
20180305	13	0.1%
19760407	13	0.1%
20190805	13	0.1%
Other values (4514)	9854	98.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19640629	1	< 0.1%
19650614	1	< 0.1%
19650629	1	< 0.1%
19680222	1	< 0.1%
19680316	1	< 0.1%
19680430	1	< 0.1%
19680827	1	< 0.1%
19680904	1	< 0.1%
19681026	1	< 0.1%
19681129	1	< 0.1%

Value	Count	Frequency (%)
20210129	6	0.1%
20210128	4	< 0.1%
20210127	12	0.1%
20210126	5	0.1%
20210125	4	< 0.1%
20210122	8	0.1%
20210121	4	< 0.1%
20210120	3	< 0.1%
20210119	4	< 0.1%
20210118	10	0.1%

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

영업상태구분코드
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

3	7433
1	2567

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	3
3rd row	3
4th row	3
5th row	3

Common Values

Value	Count	Frequency (%)
3	7433	74.3%
1	2567	25.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	7433	74.3%
1	2567	25.7%

영업상태명
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

폐업	7433
영업/정상	2567

Length

Max length	5
Median length	2
Mean length	2.7701
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	7433	74.3%
영업/정상	2567	25.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	7433	74.3%
영업/정상	2567	25.7%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

2	7433
1	2567

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	2
3rd row	2
4th row	2
5th row	2

Common Values

Value	Count	Frequency (%)
2	7433	74.3%
1	2567	25.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	7433	74.3%
1	2567	25.7%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

폐업	7433
영업	2567

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	폐업
3rd row	폐업
4th row	폐업
5th row	폐업

Common Values

Value	Count	Frequency (%)
폐업	7433	74.3%
영업	2567	25.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	7433	74.3%
영업	2567	25.7%

폐업일자
Real number (ℝ)

MISSING SKEWED

Distinct	3433
Distinct (%)	46.2%
Missing	2567
Missing (%)	25.7%
Infinite	0
Infinite (%)	0.0%
Mean	20132058

Minimum	10000101
Maximum	20210129
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	10000101
5-th percentile	20020228
Q1	20091022
median	20170303
Q3	20190629
95-th percentile	20200812
Maximum	20210129
Range	10210028
Interquartile range (IQR)	99607

Descriptive statistics

Standard deviation	270127.31
Coefficient of variation (CV)	0.013417769
Kurtosis	1329.6494
Mean	20132058
Median Absolute Deviation (MAD)	30116
Skewness	-35.516708
Sum	1.4964159 × 10¹¹
Variance	7.2968763 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20100111	24	0.2%
20021011	18	0.2%
20120222	16	0.2%
20191016	15	0.1%
20190331	15	0.1%
20051102	14	0.1%
20200603	14	0.1%
20201104	14	0.1%
20190228	13	0.1%
20200111	13	0.1%
Other values (3423)	7277	72.8%
(Missing)	2567	25.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10000101	5	0.1%
19940711	1	< 0.1%
19940913	2	< 0.1%
19941124	1	< 0.1%
19950112	1	< 0.1%
19950704	1	< 0.1%
19950724	1	< 0.1%
19950802	1	< 0.1%
19950919	1	< 0.1%
19950926	3	< 0.1%

Value	Count	Frequency (%)
20210129	1	< 0.1%
20210125	1	< 0.1%
20210122	2	< 0.1%
20210118	1	< 0.1%
20210115	1	< 0.1%
20210114	1	< 0.1%
20210113	1	< 0.1%
20210106	1	< 0.1%
20201231	2	< 0.1%
20201230	3	< 0.1%

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

소재지전화
Text

MISSING

Distinct	3573
Distinct (%)	66.6%
Missing	4632
Missing (%)	46.3%
Memory size	156.2 KiB

Length

Max length	12
Median length	11
Mean length	10.665238
Min length	1

Characters and Unicode

Total characters	57251
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	3246 ?
Unique (%)	60.5%

Sample

1st row	051 5545421
2nd row	051 892 4668
3rd row	051 8517701
4th row	02 845 4358
5th row	051 3059338

Value	Count	Frequency (%)
051	3950	32.3%
031	235	1.9%
055	231	1.9%
02	146	1.2%
831	139	1.1%
070	137	1.1%
5711	95	0.8%
053	80	0.7%
343	53	0.4%
062	49	0.4%
Other values (3799)	7113	58.2%

Most occurring characters

Value	Count	Frequency (%)
0	9562	16.7%
5	8605	15.0%
1	7853	13.7%
	7041	12.3%
2	4446	7.8%
3	3869	6.8%
8	3692	6.4%
7	3488	6.1%
6	3375	5.9%
4	3067	5.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	50210	87.7%
Space Separator	7041	12.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	9562	19.0%
5	8605	17.1%
1	7853	15.6%
2	4446	8.9%
3	3869	7.7%
8	3692	7.4%
7	3488	6.9%
6	3375	6.7%
4	3067	6.1%
9	2253	4.5%

Space Separator

Value	Count	Frequency (%)
	7041	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	57251	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	9562	16.7%
5	8605	15.0%
1	7853	13.7%
	7041	12.3%
2	4446	7.8%
3	3869	6.8%
8	3692	6.4%
7	3488	6.1%
6	3375	5.9%
4	3067	5.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	57251	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	9562	16.7%
5	8605	15.0%
1	7853	13.7%
	7041	12.3%
2	4446	7.8%
3	3869	6.8%
8	3692	6.4%
7	3488	6.1%
6	3375	5.9%
4	3067	5.4%

소재지면적
Text

MISSING

Distinct	2003
Distinct (%)	39.4%
Missing	4911
Missing (%)	49.1%
Memory size	156.2 KiB

Length

Max length	9
Median length	5
Mean length	4.5910788
Min length	3

Characters and Unicode

Total characters	23364
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	1325 ?
Unique (%)	26.0%

Sample

1st row	33.20
2nd row	6.60
3rd row	13.50
4th row	125.40
5th row	19.47

Value	Count	Frequency (%)
00	273	5.4%
3.00	141	2.8%
6.00	116	2.3%
6.60	80	1.6%
3.30	75	1.5%
4.00	68	1.3%
33.00	60	1.2%
2.00	56	1.1%
9.90	53	1.0%
10.00	53	1.0%
Other values (1993)	4114	80.8%

Most occurring characters

Value	Count	Frequency (%)
0	5241	22.4%
.	5089	21.8%
1	2095	9.0%
2	2041	8.7%
3	1813	7.8%
6	1431	6.1%
5	1379	5.9%
4	1364	5.8%
8	1076	4.6%
9	947	4.1%
Other values (2)	888	3.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	18274	78.2%
Other Punctuation	5090	21.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	5241	28.7%
1	2095	11.5%
2	2041	11.2%
3	1813	9.9%
6	1431	7.8%
5	1379	7.5%
4	1364	7.5%
8	1076	5.9%
9	947	5.2%
7	887	4.9%

Other Punctuation

Value	Count	Frequency (%)
.	5089	> 99.9%
,	1	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	23364	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	5241	22.4%
.	5089	21.8%
1	2095	9.0%
2	2041	8.7%
3	1813	7.8%
6	1431	6.1%
5	1379	5.9%
4	1364	5.8%
8	1076	4.6%
9	947	4.1%
Other values (2)	888	3.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	23364	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	5241	22.4%
.	5089	21.8%
1	2095	9.0%
2	2041	8.7%
3	1813	7.8%
6	1431	6.1%
5	1379	5.9%
4	1364	5.8%
8	1076	4.6%
9	947	4.1%
Other values (2)	888	3.8%

소재지우편번호
Real number (ℝ)

MISSING

Distinct	721
Distinct (%)	7.4%
Missing	213
Missing (%)	2.1%
Infinite	0
Infinite (%)	0.0%
Mean	611352.6

Minimum	600011
Maximum	642829
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	600011
5-th percentile	601807
Q1	607835
median	612020
Q3	614814
95-th percentile	617834
Maximum	642829
Range	42818
Interquartile range (IQR)	6979

Descriptive statistics

Standard deviation	4720.1812
Coefficient of variation (CV)	0.0077208818
Kurtosis	0.010062361
Mean	611352.6
Median Absolute Deviation (MAD)	2827
Skewness	-0.54654257
Sum	5.9833079 × 10⁹
Variance	22280110
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
612020	608	6.1%
612851	217	2.2%
600017	211	2.1%
611807	193	1.9%
613819	191	1.9%
614847	182	1.8%
612811	156	1.6%
614843	147	1.5%
612824	139	1.4%
611840	139	1.4%
Other values (711)	7604	76.0%
(Missing)	213	2.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
600011	1	< 0.1%
600012	1	< 0.1%
600016	1	< 0.1%
600017	211	2.1%
600021	1	< 0.1%
600041	4	< 0.1%
600044	4	< 0.1%
600045	3	< 0.1%
600046	42	0.4%
600051	2	< 0.1%

Value	Count	Frequency (%)
642829	1	< 0.1%
619953	7	0.1%
619952	1	< 0.1%
619951	11	0.1%
619913	4	< 0.1%
619912	37	0.4%
619911	2	< 0.1%
619906	80	0.8%
619905	54	0.5%
619904	12	0.1%

소재지전체주소
Text

Distinct	5415
Distinct (%)	54.5%
Missing	60
Missing (%)	0.6%
Memory size	156.2 KiB

Length

Max length	58
Median length	51
Mean length	25.714588
Min length	16

Characters and Unicode

Total characters	255603
Distinct characters	440
Distinct categories	11 ?
Distinct scripts	4 ?
Distinct blocks	5 ?

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

Unique

Unique	4697 ?
Unique (%)	47.3%

Sample

1st row	부산광역시 동래구 명륜동 676-105번지
2nd row	부산광역시 부산진구 전포동 891-38번지 외2필지(지하2층)
3rd row	부산광역시 금정구 금사동 85-6번지 탑마트금사점내
4th row	부산광역시 부산진구 당감동 123번지
5th row	부산광역시 중구 남포동6가 1번지

Value	Count	Frequency (%)
부산광역시	9939	20.9%
해운대구	1932	4.1%
부산진구	1558	3.3%
동래구	919	1.9%
우동	843	1.8%
연제구	757	1.6%
수영구	657	1.4%
부전동	571	1.2%
금정구	515	1.1%
연산동	506	1.1%
Other values (5769)	29441	61.8%

Most occurring characters

Value	Count	Frequency (%)
	37704	14.8%
부	12961	5.1%
산	12572	4.9%
동	11420	4.5%
시	10640	4.2%
광	10364	4.1%
지	9953	3.9%
역	9949	3.9%
구	9787	3.8%
1	9728	3.8%
Other values (430)	120525	47.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	162709	63.7%
Decimal Number	44996	17.6%
Space Separator	37704	14.8%
Dash Punctuation	7578	3.0%
Uppercase Letter	1246	0.5%
Open Punctuation	574	0.2%
Close Punctuation	572	0.2%
Other Punctuation	184	0.1%
Lowercase Letter	30	< 0.1%
Math Symbol	9	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
부	12961	8.0%
산	12572	7.7%
동	11420	7.0%
시	10640	6.5%
광	10364	6.4%
지	9953	6.1%
역	9949	6.1%
구	9787	6.0%
번	8984	5.5%
대	2767	1.7%
Other values (382)	63312	38.9%

Uppercase Letter

Value	Count	Frequency (%)
B	267	21.4%
S	248	19.9%
T	188	15.1%
G	184	14.8%
E	121	9.7%
K	63	5.1%
A	32	2.6%
H	29	2.3%
U	29	2.3%
Y	29	2.3%
Other values (12)	56	4.5%

Decimal Number

Value	Count	Frequency (%)
1	9728	21.6%
2	6231	13.8%
5	5040	11.2%
3	4272	9.5%
4	4082	9.1%
0	3596	8.0%
7	3522	7.8%
6	3103	6.9%
9	2789	6.2%
8	2633	5.9%

Other Punctuation

Value	Count	Frequency (%)
,	149	81.0%
@	11	6.0%
.	10	5.4%
·	8	4.3%
/	5	2.7%
&	1	0.5%

Lowercase Letter

Value	Count	Frequency (%)
g	13	43.3%
s	13	43.3%
e	3	10.0%
b	1	3.3%

Space Separator

Value	Count	Frequency (%)
	37704	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	7578	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	574	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	572	100.0%

Math Symbol

Value	Count	Frequency (%)
~	9	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	162708	63.7%
Common	91617	35.8%
Latin	1277	0.5%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	12961	8.0%
산	12572	7.7%
동	11420	7.0%
시	10640	6.5%
광	10364	6.4%
지	9953	6.1%
역	9949	6.1%
구	9787	6.0%
번	8984	5.5%
대	2767	1.7%
Other values (381)	63311	38.9%

Latin

Value	Count	Frequency (%)
B	267	20.9%
S	248	19.4%
T	188	14.7%
G	184	14.4%
E	121	9.5%
K	63	4.9%
A	32	2.5%
H	29	2.3%
U	29	2.3%
Y	29	2.3%
Other values (17)	87	6.8%

Common

Value	Count	Frequency (%)
	37704	41.2%
1	9728	10.6%
-	7578	8.3%
2	6231	6.8%
5	5040	5.5%
3	4272	4.7%
4	4082	4.5%
0	3596	3.9%
7	3522	3.8%
6	3103	3.4%
Other values (11)	6761	7.4%

Han

Value	Count	Frequency (%)
內	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	162708	63.7%
ASCII	92885	36.3%
None	8	< 0.1%
CJK	1	< 0.1%
Number Forms	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	37704	40.6%
1	9728	10.5%
-	7578	8.2%
2	6231	6.7%
5	5040	5.4%
3	4272	4.6%
4	4082	4.4%
0	3596	3.9%
7	3522	3.8%
6	3103	3.3%
Other values (36)	8029	8.6%

Hangul

Value	Count	Frequency (%)
부	12961	8.0%
산	12572	7.7%
동	11420	7.0%
시	10640	6.5%
광	10364	6.4%
지	9953	6.1%
역	9949	6.1%
구	9787	6.0%
번	8984	5.5%
대	2767	1.7%
Other values (381)	63311	38.9%

None

Value	Count	Frequency (%)
·	8	100.0%

CJK

Value	Count	Frequency (%)
內	1	100.0%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

도로명전체주소
Text

MISSING

Distinct	4272
Distinct (%)	58.5%
Missing	2695
Missing (%)	27.0%
Memory size	156.2 KiB

Length

Max length	71
Median length	57
Mean length	32.835044
Min length	19

Characters and Unicode

Total characters	239860
Distinct characters	473
Distinct categories	11 ?
Distinct scripts	4 ?
Distinct blocks	5 ?

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

Unique

Unique	3736 ?
Unique (%)	51.1%

Sample

1st row	부산광역시 동래구 문화로 5-1 (명륜동)
2nd row	부산광역시 부산진구 가야대로679번길 134, 지상1층 (당감동)
3rd row	부산광역시 중구 구덕로 73 (남포동6가)
4th row	부산광역시 사하구 다송로 58, 탑마트신다대점 (다대동)
5th row	부산광역시 연제구 연동로 8 (연산동)

Value	Count	Frequency (%)
부산광역시	7304	15.9%
1층	1443	3.1%
해운대구	1389	3.0%
부산진구	972	2.1%
지하1층	760	1.7%
동래구	664	1.4%
우동	658	1.4%
연제구	552	1.2%
수영구	431	0.9%
센텀남대로	429	0.9%
Other values (3900)	31450	68.3%

Most occurring characters

Value	Count	Frequency (%)
	38774	16.2%
부	9469	3.9%
동	9458	3.9%
산	9259	3.9%
시	8317	3.5%
1	8225	3.4%
광	7840	3.3%
구	7361	3.1%
역	7311	3.0%
로	7255	3.0%
Other values (463)	126591	52.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	149087	62.2%
Space Separator	38774	16.2%
Decimal Number	29594	12.3%
Open Punctuation	7246	3.0%
Close Punctuation	7243	3.0%
Other Punctuation	6043	2.5%
Uppercase Letter	1051	0.4%
Dash Punctuation	677	0.3%
Lowercase Letter	132	0.1%
Math Symbol	12	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
부	9469	6.4%
동	9458	6.3%
산	9259	6.2%
시	8317	5.6%
광	7840	5.3%
구	7361	4.9%
역	7311	4.9%
로	7255	4.9%
대	5049	3.4%
층	3010	2.0%
Other values (408)	74758	50.1%

Uppercase Letter

Value	Count	Frequency (%)
S	262	24.9%
G	187	17.8%
B	156	14.8%
E	126	12.0%
K	57	5.4%
A	52	4.9%
C	50	4.8%
N	27	2.6%
Y	26	2.5%
U	26	2.5%
Other values (13)	82	7.8%

Decimal Number

Value	Count	Frequency (%)
1	8225	27.8%
2	4287	14.5%
3	3000	10.1%
5	2739	9.3%
7	2460	8.3%
4	2314	7.8%
0	1718	5.8%
6	1643	5.6%
9	1632	5.5%
8	1576	5.3%

Other Punctuation

Value	Count	Frequency (%)
,	6020	99.6%
·	8	0.1%
@	7	0.1%
.	4	0.1%
/	2	< 0.1%
&	1	< 0.1%
*	1	< 0.1%

Lowercase Letter

Value	Count	Frequency (%)
s	56	42.4%
g	50	37.9%
n	9	6.8%
c	9	6.8%
b	4	3.0%
e	3	2.3%
a	1	0.8%

Open Punctuation

Value	Count	Frequency (%)
(	7245	> 99.9%
[	1	< 0.1%

Close Punctuation

Value	Count	Frequency (%)
)	7242	> 99.9%
]	1	< 0.1%

Space Separator

Value	Count	Frequency (%)
	38774	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	677	100.0%

Math Symbol

Value	Count	Frequency (%)
~	12	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	149086	62.2%
Common	89589	37.4%
Latin	1184	0.5%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	9469	6.4%
동	9458	6.3%
산	9259	6.2%
시	8317	5.6%
광	7840	5.3%
구	7361	4.9%
역	7311	4.9%
로	7255	4.9%
대	5049	3.4%
층	3010	2.0%
Other values (407)	74757	50.1%

Latin

Value	Count	Frequency (%)
S	262	22.1%
G	187	15.8%
B	156	13.2%
E	126	10.6%
K	57	4.8%
s	56	4.7%
A	52	4.4%
C	50	4.2%
g	50	4.2%
N	27	2.3%
Other values (21)	161	13.6%

Common

Value	Count	Frequency (%)
	38774	43.3%
1	8225	9.2%
(	7245	8.1%
)	7242	8.1%
,	6020	6.7%
2	4287	4.8%
3	3000	3.3%
5	2739	3.1%
7	2460	2.7%
4	2314	2.6%
Other values (14)	7283	8.1%

Han

Value	Count	Frequency (%)
內	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	149086	62.2%
ASCII	90764	37.8%
None	8	< 0.1%
CJK	1	< 0.1%
Number Forms	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	38774	42.7%
1	8225	9.1%
(	7245	8.0%
)	7242	8.0%
,	6020	6.6%
2	4287	4.7%
3	3000	3.3%
5	2739	3.0%
7	2460	2.7%
4	2314	2.5%
Other values (43)	8458	9.3%

Hangul

Value	Count	Frequency (%)
부	9469	6.4%
동	9458	6.3%
산	9259	6.2%
시	8317	5.6%
광	7840	5.3%
구	7361	4.9%
역	7311	4.9%
로	7255	4.9%
대	5049	3.4%
층	3010	2.0%
Other values (407)	74757	50.1%

None

Value	Count	Frequency (%)
·	8	100.0%

CJK

Value	Count	Frequency (%)
內	1	100.0%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	1134
Distinct (%)	15.6%
Missing	2752
Missing (%)	27.5%
Infinite	0
Infinite (%)	0.0%
Mean	47751.575

Minimum	46002
Maximum	51498
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	46002
5-th percentile	46209.75
Q1	47171
median	47814
Q3	48301.25
95-th percentile	49329.95
Maximum	51498
Range	5496
Interquartile range (IQR)	1130.25

Descriptive statistics

Standard deviation	913.7892
Coefficient of variation (CV)	0.019136315
Kurtosis	-0.6332748
Mean	47751.575
Median Absolute Deviation (MAD)	564
Skewness	-0.050250613
Sum	3.4610342 × 10⁸
Variance	835010.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
48058	437	4.4%
48944	207	2.1%
48096	191	1.9%
47285	180	1.8%
48313	148	1.5%
47500	131	1.3%
46970	110	1.1%
46233	108	1.1%
47727	107	1.1%
47604	102	1.0%
Other values (1124)	5527	55.3%
(Missing)	2752	27.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
46002	1	< 0.1%
46003	3	< 0.1%
46004	4	< 0.1%
46006	1	< 0.1%
46007	3	< 0.1%
46008	15	0.1%
46010	3	< 0.1%
46012	4	< 0.1%
46013	1	< 0.1%
46015	34	0.3%

Value	Count	Frequency (%)
51498	1	< 0.1%
49525	1	< 0.1%
49523	2	< 0.1%
49522	1	< 0.1%
49520	2	< 0.1%
49519	49	0.5%
49518	3	< 0.1%
49515	3	< 0.1%
49514	2	< 0.1%
49511	4	< 0.1%

사업장명
Text

Distinct	5331
Distinct (%)	53.3%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	36
Median length	26
Mean length	5.8951
Min length	1

Characters and Unicode

Total characters	58951
Distinct characters	837
Distinct categories	13 ?
Distinct scripts	4 ?
Distinct blocks	5 ?

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

Unique

Unique	4366 ?
Unique (%)	43.7%

Sample

1st row	진주떡방앗간
2nd row	영우유통
3rd row	화성종합식품(주)
4th row	현대식육점
5th row	초림단지묵

Value	Count	Frequency (%)
주식회사	201	1.8%
현승유통	131	1.2%
주)정성	106	0.9%
주경식품	103	0.9%
현재상사	102	0.9%
주)미트벨리	90	0.8%
주)모두랑식품	89	0.8%
주)부산축산	86	0.8%
부산축산	80	0.7%
아라식품	73	0.7%
Other values (5573)	10116	90.5%

Most occurring characters

Value	Count	Frequency (%)
주	2297	3.9%
)	2090	3.5%
(	2044	3.5%
산	1541	2.6%
식	1414	2.4%
	1178	2.0%
품	1100	1.9%
회	938	1.6%
상	902	1.5%
원	855	1.5%
Other values (827)	44592	75.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	52174	88.5%
Close Punctuation	2090	3.5%
Open Punctuation	2044	3.5%
Space Separator	1178	2.0%
Uppercase Letter	680	1.2%
Lowercase Letter	442	0.7%
Decimal Number	158	0.3%
Other Punctuation	156	0.3%
Dash Punctuation	21	< 0.1%
Modifier Symbol	3	< 0.1%
Other values (3)	5	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	2297	4.4%
산	1541	3.0%
식	1414	2.7%
품	1100	2.1%
회	938	1.8%
상	902	1.7%
원	855	1.6%
드	809	1.6%
사	755	1.4%
미	731	1.4%
Other values (752)	40832	78.3%

Lowercase Letter

Value	Count	Frequency (%)
e	61	13.8%
o	41	9.3%
a	37	8.4%
r	28	6.3%
t	27	6.1%
i	27	6.1%
s	26	5.9%
n	24	5.4%
u	22	5.0%
l	21	4.8%
Other values (14)	128	29.0%

Uppercase Letter

Value	Count	Frequency (%)
N	104	15.3%
T	101	14.9%
S	100	14.7%
I	91	13.4%
F	32	4.7%
E	30	4.4%
O	26	3.8%
C	25	3.7%
A	22	3.2%
G	22	3.2%
Other values (13)	127	18.7%

Decimal Number

Value	Count	Frequency (%)
1	30	19.0%
2	29	18.4%
0	20	12.7%
5	16	10.1%
3	14	8.9%
4	12	7.6%
8	12	7.6%
9	10	6.3%
6	9	5.7%
7	6	3.8%

Other Punctuation

Value	Count	Frequency (%)
'	80	51.3%
&	28	17.9%
.	25	16.0%
,	14	9.0%
!	4	2.6%
;	2	1.3%
:	1	0.6%
/	1	0.6%
%	1	0.6%

Math Symbol

Value	Count	Frequency (%)
+	1	50.0%
~	1	50.0%

Close Punctuation

Value	Count	Frequency (%)
)	2090	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2044	100.0%

Space Separator

Value	Count	Frequency (%)
	1178	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	21	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	3	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	2	100.0%

Other Symbol

Value	Count	Frequency (%)
㈜	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	52171	88.5%
Common	5654	9.6%
Latin	1122	1.9%
Han	4	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	2297	4.4%
산	1541	3.0%
식	1414	2.7%
품	1100	2.1%
회	938	1.8%
상	902	1.7%
원	855	1.6%
드	809	1.6%
사	755	1.4%
미	731	1.4%
Other values (749)	40829	78.3%

Latin

Value	Count	Frequency (%)
N	104	9.3%
T	101	9.0%
S	100	8.9%
I	91	8.1%
e	61	5.4%
o	41	3.7%
a	37	3.3%
F	32	2.9%
E	30	2.7%
r	28	2.5%
Other values (37)	497	44.3%

Common

Value	Count	Frequency (%)
)	2090	37.0%
(	2044	36.2%
	1178	20.8%
'	80	1.4%
1	30	0.5%
2	29	0.5%
&	28	0.5%
.	25	0.4%
-	21	0.4%
0	20	0.4%
Other values (17)	109	1.9%

Han

Value	Count	Frequency (%)
家	1	25.0%
孝	1	25.0%
內	1	25.0%
福	1	25.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	52168	88.5%
ASCII	6776	11.5%
CJK	4	< 0.1%
Compat Jamo	2	< 0.1%
None	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
주	2297	4.4%
산	1541	3.0%
식	1414	2.7%
품	1100	2.1%
회	938	1.8%
상	902	1.7%
원	855	1.6%
드	809	1.6%
사	755	1.4%
미	731	1.4%
Other values (746)	40826	78.3%

ASCII

Value	Count	Frequency (%)
)	2090	30.8%
(	2044	30.2%
	1178	17.4%
N	104	1.5%
T	101	1.5%
S	100	1.5%
I	91	1.3%
'	80	1.2%
e	61	0.9%
o	41	0.6%
Other values (64)	886	13.1%

CJK

Value	Count	Frequency (%)
家	1	25.0%
孝	1	25.0%
內	1	25.0%
福	1	25.0%

Compat Jamo

Value	Count	Frequency (%)
ㅂ	1	50.0%
ㅇ	1	50.0%

None

Value	Count	Frequency (%)
㈜	1	100.0%

최종수정시점
Real number (ℝ)

Distinct	7646
Distinct (%)	76.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0142452 × 10¹³

Minimum	1.9990304 × 10¹³
Maximum	2.0210129 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1.9990304 × 10¹³
5-th percentile	2.0020612 × 10¹³
Q1	2.0100308 × 10¹³
median	2.0170905 × 10¹³
Q3	2.0190808 × 10¹³
95-th percentile	2.0201012 × 10¹³
Maximum	2.0210129 × 10¹³
Range	2.1982516 × 10¹¹
Interquartile range (IQR)	9.0499949 × 10¹⁰

Descriptive statistics

Standard deviation	6.2285868 × 10¹⁰
Coefficient of variation (CV)	0.0030922684
Kurtosis	-0.5734916
Mean	2.0142452 × 10¹³
Median Absolute Deviation (MAD)	2.9680474 × 10¹⁰
Skewness	-0.88665688
Sum	2.0142452 × 10¹⁷
Variance	3.8795293 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20020612000000	61	0.6%
20020305000000	54	0.5%
20020821000000	44	0.4%
20020621000000	38	0.4%
20010728000000	35	0.4%
20020724000000	33	0.3%
20010731000000	28	0.3%
20020611000000	27	0.3%
20010918000000	26	0.3%
20020719000000	25	0.2%
Other values (7636)	9629	96.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19990304000000	11	0.1%
19990305000000	3	< 0.1%
19990318000000	17	0.2%
19990319000000	13	0.1%
19990322000000	2	< 0.1%
19990323000000	6	0.1%
19990324000000	5	0.1%
19990326000000	4	< 0.1%
19990329000000	1	< 0.1%
19990331000000	1	< 0.1%

Value	Count	Frequency (%)
20210129162853	1	< 0.1%
20210129153240	1	< 0.1%
20210129152302	1	< 0.1%
20210129142605	1	< 0.1%
20210129135721	1	< 0.1%
20210129120114	1	< 0.1%
20210129115207	1	< 0.1%
20210129113339	1	< 0.1%
20210129113314	1	< 0.1%
20210129112256	1	< 0.1%

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

I	6401
U	3599

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
I	6401	64.0%
U	3599	36.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	6401	64.0%
u	3599	36.0%

데이터갱신일자
Date

Distinct	978
Distinct (%)	9.8%
Missing	0
Missing (%)	0.0%
Memory size	156.2 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	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

즉석판매제조가공업	9985
기타	14
한식	1

Length

Max length	9
Median length	9
Mean length	8.9895
Min length	2

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
즉석판매제조가공업	9985	99.9%
기타	14	0.1%
한식	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
즉석판매제조가공업	9985	99.9%
기타	14	0.1%
한식	1	< 0.1%

좌표정보(x)
Real number (ℝ)

MISSING

Distinct	3610
Distinct (%)	37.3%
Missing	326
Missing (%)	3.3%
Infinite	0
Infinite (%)	0.0%
Mean	389200.69

Minimum	353660.89
Maximum	407418.65
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	353660.89
5-th percentile	380225.64
Q1	385891.14
median	389097.8
Q3	392709.65
95-th percentile	398196.18
Maximum	407418.65
Range	53757.759
Interquartile range (IQR)	6818.507

Descriptive statistics

Standard deviation	5490.4092
Coefficient of variation (CV)	0.014106885
Kurtosis	0.62047095
Mean	389200.69
Median Absolute Deviation (MAD)	3459.4178
Skewness	-0.085114198
Sum	3.7651275 × 10⁹
Variance	30144593
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
393952.264486105	332	3.3%
387271.299492377	301	3.0%
397397.83276594	215	2.1%
385590.814676765	191	1.9%
392321.102334852	178	1.8%
387686.194940483	155	1.6%
389097.800933845	151	1.5%
387539.767677801	137	1.4%
389532.511756755	133	1.3%
394083.501537578	130	1.3%
Other values (3600)	7751	77.5%
(Missing)	326	3.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
353660.889782036	1	< 0.1%
366798.269419272	1	< 0.1%
366820.787750249	1	< 0.1%
366829.531355754	1	< 0.1%
367011.799190228	1	< 0.1%
367027.575037614	1	< 0.1%
367041.984452276	1	< 0.1%
367055.286163177	1	< 0.1%
367088.901392071	1	< 0.1%
367169.234957368	1	< 0.1%

Value	Count	Frequency (%)
407418.648415535	1	< 0.1%
407245.567193252	1	< 0.1%
407036.696092095	2	< 0.1%
407015.247908441	1	< 0.1%
406982.053033795	1	< 0.1%
406949.405821447	1	< 0.1%
406200.972892162	1	< 0.1%
405688.580680087	1	< 0.1%
405511.30268554	1	< 0.1%
405434.718582706	1	< 0.1%

좌표정보(y)
Real number (ℝ)

MISSING

Distinct	3611
Distinct (%)	37.3%
Missing	326
Missing (%)	3.3%
Infinite	0
Infinite (%)	0.0%
Mean	187540.33

Minimum	169678.05
Maximum	211459
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	169678.05
5-th percentile	178823.38
Q1	184575.18
median	187562.68
Q3	190926.9
95-th percentile	196375.47
Maximum	211459
Range	41780.954
Interquartile range (IQR)	6351.7158

Descriptive statistics

Standard deviation	5408.632
Coefficient of variation (CV)	0.028839834
Kurtosis	0.90714639
Mean	187540.33
Median Absolute Deviation (MAD)	3159.7122
Skewness	0.35193357
Sum	1.8142652 × 10⁹
Variance	29253300
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
187602.933160728	332	3.3%
186099.137533193	301	3.0%
187354.835259309	215	2.1%
179553.867031936	191	1.9%
184041.758684038	178	1.8%
189911.430545728	155	1.6%
192260.811648263	151	1.5%
184402.96650913	137	1.4%
188309.453546847	133	1.3%
187707.586117775	130	1.3%
Other values (3601)	7751	77.5%
(Missing)	326	3.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
169678.048271107	1	< 0.1%
173914.718015169	1	< 0.1%
174181.52961765	1	< 0.1%
174289.976688419	1	< 0.1%
174333.833259042	1	< 0.1%
174422.480246459	1	< 0.1%
174491.469961028	1	< 0.1%
174526.100850246	1	< 0.1%
174587.185782495	1	< 0.1%
174634.323253202	1	< 0.1%

Value	Count	Frequency (%)
211459.001777975	1	< 0.1%
210945.104382171	1	< 0.1%
210004.830136767	1	< 0.1%
209383.598383269	1	< 0.1%
208089.112228672	1	< 0.1%
207739.619868549	1	< 0.1%
207716.999117547	1	< 0.1%
206788.899936301	1	< 0.1%
206512.517255249	3	< 0.1%
206353.855586145	1	< 0.1%

위생업태명
Categorical

IMBALANCE

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

즉석판매제조가공업	9979
기타	14
<NA>	6
한식	1

Length

Max length	9
Median length	9
Mean length	8.9865
Min length	2

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
즉석판매제조가공업	9979	99.8%
기타	14	0.1%
<NA>	6	0.1%
한식	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
즉석판매제조가공업	9979	99.8%
기타	14	0.1%
na	6	0.1%
한식	1	< 0.1%

남성종사자수
Categorical

IMBALANCE

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	9247
0	726
1	25
2	2

Length

Max length	4
Median length	4
Mean length	3.7741
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	9247	92.5%
0	726	7.3%
1	25	0.2%
2	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9247	92.5%
0	726	7.3%
1	25	0.2%
2	2	< 0.1%

여성종사자수
Categorical

IMBALANCE

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	9248
0	726
1	26

Length

Max length	4
Median length	4
Mean length	3.7744
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	9248	92.5%
0	726	7.3%
1	26	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9248	92.5%
0	726	7.3%
1	26	0.3%

영업장주변구분명
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	8160
기타	1739
주택가주변	84
아파트지역	15
유흥업소밀집지역	2

Length

Max length	8
Median length	4
Mean length	3.6629
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	8160	81.6%
기타	1739	17.4%
주택가주변	84	0.8%
아파트지역	15	0.1%
유흥업소밀집지역	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	8160	81.6%
기타	1739	17.4%
주택가주변	84	0.8%
아파트지역	15	0.1%
유흥업소밀집지역	2	< 0.1%

등급구분명
Categorical

IMBALANCE

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	8160
기타	1683
자율	157

Length

Max length	4
Median length	4
Mean length	3.632
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	8160	81.6%
기타	1683	16.8%
자율	157	1.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	8160	81.6%
기타	1683	16.8%
자율	157	1.6%

급수시설구분명
Categorical

IMBALANCE

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	8444
상수도전용	1547
지하수전용	7
간이상수도	2

Length

Max length	5
Median length	4
Mean length	4.1556
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	8444	84.4%
상수도전용	1547	15.5%
지하수전용	7	0.1%
간이상수도	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	8444	84.4%
상수도전용	1547	15.5%
지하수전용	7	0.1%
간이상수도	2	< 0.1%

총종업원수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

본사종업원수
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	6510
0	3489
1	1

Length

Max length	4
Median length	4
Mean length	2.953
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	6510	65.1%
0	3489	34.9%
1	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	6510	65.1%
0	3489	34.9%
1	1	< 0.1%

공장사무직종업원수
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	6510
0	3490

Length

Max length	4
Median length	4
Mean length	2.953
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	6510	65.1%
0	3490	34.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	6510	65.1%
0	3490	34.9%

공장판매직종업원수
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	6506
0	3463
1	29
2	1
3	1

Length

Max length	4
Median length	4
Mean length	2.9518
Min length	1

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	6506	65.1%
0	3463	34.6%
1	29	0.3%
2	1	< 0.1%
3	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	6506	65.1%
0	3463	34.6%
1	29	0.3%
2	1	< 0.1%
3	1	< 0.1%

공장생산직종업원수
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	6504
0	3454
1	36
2	5
10	1

Length

Max length	4
Median length	4
Mean length	2.9513
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	6504	65.0%
0	3454	34.5%
1	36	0.4%
2	5	0.1%
10	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	6504	65.0%
0	3454	34.5%
1	36	0.4%
2	5	< 0.1%
10	1	< 0.1%

건물소유구분명
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	7735
자가	1387
임대	878

Length

Max length	4
Median length	4
Mean length	3.547
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	7735	77.3%
자가	1387	13.9%
임대	878	8.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	7735	77.3%
자가	1387	13.9%
임대	878	8.8%

보증액
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	9366
0	634

Length

Max length	4
Median length	4
Mean length	3.8098
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>	9366	93.7%
0	634	6.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9366	93.7%
0	634	6.3%

월세액
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	9366
0	634

Length

Max length	4
Median length	4
Mean length	3.8098
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>	9366	93.7%
0	634	6.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9366	93.7%
0	634	6.3%

다중이용업소여부
Boolean

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	6
Missing (%)	0.1%
Memory size	97.7 KiB

False	9994
(Missing)	6

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	9994	99.9%
(Missing)	6	0.1%

시설총규모
Real number (ℝ)

ZEROS

Distinct	404
Distinct (%)	4.0%
Missing	6
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	1.2029818

Minimum	0
Maximum	239
Zeros	9376
Zeros (%)	93.8%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	3.3
Maximum	239
Range	239
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	8.0447565
Coefficient of variation (CV)	6.6873469
Kurtosis	228.66934
Mean	1.2029818
Median Absolute Deviation (MAD)	0
Skewness	12.635273
Sum	12022.6
Variance	64.718107
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	9376	93.8%
3.3	25	0.2%
2.0	17	0.2%
9.9	16	0.2%
3.0	13	0.1%
4.0	12	0.1%
19.8	10	0.1%
10.0	8	0.1%
13.2	8	0.1%
16.5	8	0.1%
Other values (394)	501	5.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	9376	93.8%
0.3	1	< 0.1%
0.4	1	< 0.1%
0.55	1	< 0.1%
0.7	1	< 0.1%
0.75	1	< 0.1%
0.8	1	< 0.1%
0.84	1	< 0.1%
0.94	1	< 0.1%
1.0	5	0.1%

Value	Count	Frequency (%)
239.0	1	< 0.1%
191.91	1	< 0.1%
190.64	1	< 0.1%
172.64	1	< 0.1%
144.6	1	< 0.1%
140.4	1	< 0.1%
133.03	1	< 0.1%
120.15	1	< 0.1%
107.78	1	< 0.1%
106.74	1	< 0.1%

전통업소지정번호
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

전통업소주된음식
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

홈페이지
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

Unnamed: 47
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

First rows
Last rows

	번호	개방서비스명	개방서비스id	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태구분코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	소재지전화	소재지면적	소재지우편번호	소재지전체주소	도로명전체주소	도로명우편번호	사업장명	최종수정시점	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(x)	좌표정보(y)	위생업태명	남성종사자수	여성종사자수	영업장주변구분명	등급구분명	급수시설구분명	총종업원수	본사종업원수	공장사무직종업원수	공장판매직종업원수	공장생산직종업원수	건물소유구분명	보증액	월세액	다중이용업소여부	전통업소지정번호	전통업소주된음식	홈페이지	Unnamed: 47
3461	3462	즉석판매제조가공업	07_22_19_P	3300000	3300000-107-1986-00057	19860616	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 5545421	33.20	607853	부산광역시 동래구 명륜동 676-105번지	부산광역시 동래구 문화로 5-1 (명륜동)	47747	진주떡방앗간	20000801000000	I	2018-08-31 23:59:59.0	즉석판매제조가공업	389616.57365	192128.234512	즉석판매제조가공업	0	0	기타	기타	<NA>	<NA>	0	0	0	0	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
12070	12071	즉석판매제조가공업	07_22_19_P	3290000	3290000-107-2009-00066	20090714	<NA>	3	폐업	2	폐업	20090722	<NA>	<NA>	<NA>	<NA>	<NA>	614868	부산광역시 부산진구 전포동 891-38번지 외2필지(지하2층)	<NA>	<NA>	영우유통	20090714102011	I	2018-08-31 23:59:59.0	즉석판매제조가공업	388095.097363	185326.192499	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
20895	20896	즉석판매제조가공업	07_22_19_P	3350000	3350000-107-2010-00014	20100324	<NA>	3	폐업	2	폐업	20101124	<NA>	<NA>	<NA>	<NA>	6.60	609809	부산광역시 금정구 금사동 85-6번지 탑마트금사점내	<NA>	<NA>	화성종합식품(주)	20100324133736	I	2018-08-31 23:59:59.0	즉석판매제조가공업	<NA>	<NA>	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	임대	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
18976	18977	즉석판매제조가공업	07_22_19_P	3290000	3290000-107-2011-00105	20111121	<NA>	3	폐업	2	폐업	20171121	<NA>	<NA>	<NA>	051 892 4668	13.50	614816	부산광역시 부산진구 당감동 123번지	부산광역시 부산진구 가야대로679번길 134, 지상1층 (당감동)	47274	현대식육점	20171121172910	I	2018-08-31 23:59:59.0	즉석판매제조가공업	385832.690455	186056.393279	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	0	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
6592	6593	즉석판매제조가공업	07_22_19_P	3250000	3250000-107-2019-00017	20190214	<NA>	3	폐업	2	폐업	20190228	<NA>	<NA>	<NA>	<NA>	<NA>	600046	부산광역시 중구 남포동6가 1번지	부산광역시 중구 구덕로 73 (남포동6가)	48982	초림단지묵	20190301041509	U	2019-03-03 02:40:00.0	즉석판매제조가공업	384820.119269	179460.841059	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
20071	20072	즉석판매제조가공업	07_22_19_P	3340000	3340000-107-2018-00150	20180914	<NA>	3	폐업	2	폐업	20180923	<NA>	<NA>	<NA>	<NA>	<NA>	604822	부산광역시 사하구 다대동 120-19번지	부산광역시 사하구 다송로 58, 탑마트신다대점 (다대동)	49519	현승유통	20180924041526	U	2018-09-24 23:59:59.0	즉석판매제조가공업	380816.783733	175515.467302	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
5579	5580	즉석판매제조가공업	07_22_19_P	3370000	3370000-107-2021-00011	20210127	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	611811	부산광역시 연제구 연산동 312-42	부산광역시 연제구 연동로 8 (연산동)	47552	최고집호떡	20210127143610	I	2021-01-29 00:23:13.0	즉석판매제조가공업	390602.008218	189702.104852	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
17557	17558	즉석판매제조가공업	07_22_19_P	3370000	3370000-107-1998-00555	19980225	<NA>	3	폐업	2	폐업	20120222	<NA>	<NA>	<NA>	051 8517701	125.40	611830	부산광역시 연제구 연산동 1000-0번지	<NA>	<NA>	동백즉석도시락	20010720000000	I	2018-08-31 23:59:59.0	즉석판매제조가공업	388911.641295	188733.276764	즉석판매제조가공업	0	0	기타	기타	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
5664	5665	즉석판매제조가공업	07_22_19_P	3250000	3250000-107-2021-00005	20210113	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	02 845 4358	<NA>	600017	부산광역시 중구 중앙동7가 20-1 롯데백화점광복점	부산광역시 중구 중앙대로 2, 롯데백화점광복점 지하1층 (중앙동7가)	48944	주식회사 행복생활건강	20210113155742	I	2021-01-15 00:23:04.0	즉석판매제조가공업	385590.814677	179553.867032	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
4603	4604	즉석판매제조가공업	07_22_19_P	3390000	3390000-107-1996-00502	19960704	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 3059338	<NA>	617816	부산광역시 사상구 덕포동 422-4번지	부산광역시 사상구 삼덕로46번길 63 (덕포동)	46950	우일흑염소	20150724091552	I	2018-08-31 23:59:59.0	즉석판매제조가공업	380433.121544	187546.054807	즉석판매제조가공업	<NA>	<NA>	기타	기타	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<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	전통업소지정번호	전통업소주된음식	홈페이지	Unnamed: 47
16708	16709	즉석판매제조가공업	07_22_19_P	3290000	3290000-107-2001-01534	20010919	<NA>	3	폐업	2	폐업	20030207	<NA>	<NA>	<NA>	051 8069930	26.73	614843	부산광역시 부산진구 부전동 345-30번지 T통B반	<NA>	<NA>	일성중탕	20020708000000	I	2018-08-31 23:59:59.0	즉석판매제조가공업	387601.464669	186800.923562	즉석판매제조가공업	0	0	기타	기타	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
5902	5903	즉석판매제조가공업	07_22_19_P	3280000	3280000-107-2017-00001	20170102	<NA>	3	폐업	2	폐업	20181228	<NA>	<NA>	<NA>	<NA>	32.88	606817	부산광역시 영도구 영선동4가 245-1번지 상가 11동 4호	부산광역시 영도구 남항새싹길 81, 상가동 1층 114호 (영선동4가)	49078	빵&쿠키	20181228105450	U	2018-12-30 02:40:00.0	즉석판매제조가공업	386284.315674	177801.686463	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
3828	3829	즉석판매제조가공업	07_22_19_P	3300000	3300000-107-2007-00029	20070326	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 5533336	49.00	607813	부산광역시 동래구 사직동 143-56번지	부산광역시 동래구 여고로135번길 55, 1층 (사직동)	47832	낙원떡집	20170224155336	I	2018-08-31 23:59:59.0	즉석판매제조가공업	389087.975912	191147.235187	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	0	0	0	0	임대	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
22158	22159	즉석판매제조가공업	07_22_19_P	3330000	3330000-107-2008-00085	20080618	<NA>	3	폐업	2	폐업	20080625	<NA>	<NA>	<NA>	051	<NA>	612020	부산광역시 해운대구 우동 1499번지 홈플러스(1층)	<NA>	<NA>	(주)야미	20080618150156	I	2018-08-31 23:59:59.0	즉석판매제조가공업	394314.881157	187833.001648	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	0	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
18017	18018	즉석판매제조가공업	07_22_19_P	3370000	3370000-107-2003-00022	20030326	<NA>	3	폐업	2	폐업	20080124	<NA>	<NA>	<NA>	051 5008000	11.40	611807	부산광역시 연제구 거제동 1208번지	<NA>	<NA>	(주)청정이	20080123103717	I	2018-08-31 23:59:59.0	즉석판매제조가공업	387686.19494	189911.430546	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	0	자가	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
18842	18843	즉석판매제조가공업	07_22_19_P	3290000	3290000-107-2006-00121	20061227	<NA>	3	폐업	2	폐업	20150422	<NA>	<NA>	<NA>	051 8908000	20.00	614801	부산광역시 부산진구 가야동 624-7번지 외2필지(홈플러스가야점)	부산광역시 부산진구 가야대로 506 (가야동,외2필지(홈플러스가야점))	47324	대륙	20120716114030	I	2018-08-31 23:59:59.0	즉석판매제조가공업	384668.52046	185579.964272	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	0	자가	0	0	N	<NA>	<NA>	<NA>	<NA>
21844	21845	즉석판매제조가공업	07_22_19_P	3300000	3300000-107-1995-00499	19950609	<NA>	3	폐업	2	폐업	20080725	<NA>	<NA>	<NA>	051 5532453	34.49	607020	부산광역시 동래구 복천동 215-1번지	<NA>	<NA>	웰푸른	20060718000000	I	2018-08-31 23:59:59.0	즉석판매제조가공업	389981.670673	191419.197903	즉석판매제조가공업	<NA>	<NA>	기타	기타	<NA>	<NA>	0	0	0	0	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
14358	14359	즉석판매제조가공업	07_22_19_P	3400000	3400000-107-1999-00214	19990701	<NA>	3	폐업	2	폐업	20080801	<NA>	<NA>	<NA>	051 7219716	.00	619913	부산광역시 기장군 일광면 이천리 445-4번지	<NA>	<NA>	일광민물탕제원	20050222000000	I	2018-08-31 23:59:59.0	즉석판매제조가공업	403518.459682	198631.01065	즉석판매제조가공업	0	0	기타	기타	<NA>	<NA>	0	0	0	0	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
14934	14935	즉석판매제조가공업	07_22_19_P	3330000	3330000-107-2011-00052	20110518	<NA>	3	폐업	2	폐업	20110526	<NA>	<NA>	<NA>	0222816340	25.00	612020	부산광역시 해운대구 우동 1495번지 신세계백화점 센텀시티점(지하1층)	<NA>	<NA>	(주)해가원	20110518174247	I	2018-08-31 23:59:59.0	즉석판매제조가공업	393952.264486	187602.933161	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	임대	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
18150	18151	즉석판매제조가공업	07_22_19_P	3290000	3290000-107-1983-00194	19830429	<NA>	3	폐업	2	폐업	20020316	<NA>	<NA>	<NA>	051	16.50	614852	부산광역시 부산진구 양정동 39-2번지	<NA>	<NA>	매일상회	19990712000000	I	2018-08-31 23:59:59.0	즉석판매제조가공업	<NA>	<NA>	즉석판매제조가공업	<NA>	<NA>	기타	기타	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>

Overview

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Common Values

Length

Common Values (Plot)

Most occurring characters

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Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

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Common

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ASCII

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Space Separator

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Decimal Number

Other Punctuation

Lowercase Letter

Space Separator

Dash Punctuation

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Math Symbol

Letter Number

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Han

Most occurring blocks

Most frequent character per block

ASCII

Hangul

None

CJK

Number Forms