gimi9 Pandas Profiling

Dataset statistics

Number of variables	48
Number of observations	10000
Missing cells	108301
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	2021-01-04
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 (99.0%)	Imbalance
`위생업태명` is highly imbalanced (99.0%)	Imbalance
`남성종사자수` is highly imbalanced (79.4%)	Imbalance
`여성종사자수` is highly imbalanced (74.2%)	Imbalance
`영업장주변구분명` is highly imbalanced (67.5%)	Imbalance
`등급구분명` is highly imbalanced (61.4%)	Imbalance
`급수시설구분명` is highly imbalanced (72.6%)	Imbalance
`공장판매직종업원수` is highly imbalanced (51.7%)	Imbalance
`공장생산직종업원수` is highly imbalanced (51.7%)	Imbalance
`보증액` is highly imbalanced (78.9%)	Imbalance
`월세액` is highly imbalanced (78.9%)	Imbalance
`인허가취소일자` has 10000 (100.0%) missing values	Missing
`폐업일자` has 2555 (25.6%) 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 4538 (45.4%) missing values	Missing
`소재지면적` has 4835 (48.4%) missing values	Missing
`소재지우편번호` has 213 (2.1%) missing values	Missing
`도로명전체주소` has 2715 (27.2%) missing values	Missing
`도로명우편번호` has 2766 (27.7%) missing values	Missing
`좌표정보(x)` has 305 (3.0%) missing values	Missing
`좌표정보(y)` has 305 (3.0%) 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 = -38.93046685)	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 9361 (93.6%) zeros	Zeros

Reproduction

Analysis started	2024-04-17 12:39:46.125148
Analysis finished	2024-04-17 12:39:47.940126
Duration	1.81 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	11251.471

Minimum	2
Maximum	22378
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	2
5-th percentile	1075.95
Q1	5575.75
median	11282.5
Q3	16912.25
95-th percentile	21341.1
Maximum	22378
Range	22376
Interquartile range (IQR)	11336.5

Descriptive statistics

Standard deviation	6492.858
Coefficient of variation (CV)	0.57706749
Kurtosis	-1.2108417
Mean	11251.471
Median Absolute Deviation (MAD)	5670
Skewness	-0.015382676
Sum	1.1251471 × 10⁸
Variance	42157205
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
13386	1	< 0.1%
5944	1	< 0.1%
16092	1	< 0.1%
18193	1	< 0.1%
22302	1	< 0.1%
15855	1	< 0.1%
21311	1	< 0.1%
2904	1	< 0.1%
12829	1	< 0.1%
2774	1	< 0.1%
Other values (9990)	9990	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	1	< 0.1%
7	1	< 0.1%
10	1	< 0.1%
11	1	< 0.1%
12	1	< 0.1%
13	1	< 0.1%
15	1	< 0.1%
16	1	< 0.1%
17	1	< 0.1%
20	1	< 0.1%

Value	Count	Frequency (%)
22378	1	< 0.1%
22376	1	< 0.1%
22375	1	< 0.1%
22371	1	< 0.1%
22370	1	< 0.1%
22369	1	< 0.1%
22368	1	< 0.1%
22367	1	< 0.1%
22365	1	< 0.1%
22362	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	3326220

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	3270000
Q1	3290000
median	3330000
Q3	3350000
95-th percentile	3390000
Maximum	3400000
Range	150000
Interquartile range (IQR)	60000

Descriptive statistics

Standard deviation	39240.102
Coefficient of variation (CV)	0.011797206
Kurtosis	-0.84888797
Mean	3326220
Median Absolute Deviation (MAD)	40000
Skewness	0.17914662
Sum	3.32622 × 10¹⁰
Variance	1.5397856 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3330000	1938	19.4%
3290000	1585	15.8%
3300000	935	9.3%
3370000	752	7.5%
3380000	657	6.6%
3340000	529	5.3%
3350000	528	5.3%
3390000	469	4.7%
3320000	447	4.5%
3400000	446	4.5%
Other values (6)	1714	17.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	277	2.8%
3260000	211	2.1%
3270000	311	3.1%
3280000	376	3.8%
3290000	1585	15.8%
3300000	935	9.3%
3310000	436	4.4%
3320000	447	4.5%
3330000	1938	19.4%
3340000	529	5.3%

Value	Count	Frequency (%)
3400000	446	4.5%
3390000	469	4.7%
3380000	657	6.6%
3370000	752	7.5%
3360000	103	1.0%
3350000	528	5.3%
3340000	529	5.3%
3330000	1938	19.4%
3320000	447	4.5%
3310000	436	4.4%

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	3290000-107-2018-00153
2nd row	3380000-107-2018-00071
3rd row	3300000-107-2017-00237
4th row	3260000-107-2019-00011
5th row	3320000-107-2006-00004

Value	Count	Frequency (%)
3290000-107-2018-00153	1	< 0.1%
3290000-107-2010-00063	1	< 0.1%
3330000-107-2017-00267	1	< 0.1%
3400000-107-2018-00032	1	< 0.1%
3290000-107-2018-00110	1	< 0.1%
3380000-107-2000-00077	1	< 0.1%
3330000-107-2011-00104	1	< 0.1%
3340000-107-2010-00011	1	< 0.1%
3330000-107-2008-00125	1	< 0.1%
3320000-107-2002-00732	1	< 0.1%
Other values (9990)	9990	99.9%

Most occurring characters

Value	Count	Frequency (%)
0	91917	41.8%
-	30000	13.6%
1	21897	10.0%
3	21817	9.9%
2	16720	7.6%
7	14180	6.4%
9	8385	3.8%
8	4479	2.0%
4	3775	1.7%
5	3527	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	91917	48.4%
1	21897	11.5%
3	21817	11.5%
2	16720	8.8%
7	14180	7.5%
9	8385	4.4%
8	4479	2.4%
4	3775	2.0%
5	3527	1.9%
6	3303	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	91917	41.8%
-	30000	13.6%
1	21897	10.0%
3	21817	9.9%
2	16720	7.6%
7	14180	6.4%
9	8385	3.8%
8	4479	2.0%
4	3775	1.7%
5	3527	1.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	220000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	91917	41.8%
-	30000	13.6%
1	21897	10.0%
3	21817	9.9%
2	16720	7.6%
7	14180	6.4%
9	8385	3.8%
8	4479	2.0%
4	3775	1.7%
5	3527	1.6%

인허가일자
Real number (ℝ)

Distinct	4534
Distinct (%)	45.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20103812

Minimum	19390516
Maximum	20201231
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	19390516
5-th percentile	19880912
Q1	20041085
median	20150310
Q3	20190409
95-th percentile	20200803
Maximum	20201231
Range	810715
Interquartile range (IQR)	149324.25

Descriptive statistics

Standard deviation	104940.08
Coefficient of variation (CV)	0.0052199093
Kurtosis	1.6752887
Mean	20103812
Median Absolute Deviation (MAD)	50001
Skewness	-1.3510779
Sum	2.0103812 × 10¹¹
Variance	1.1012419 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20190930	20	0.2%
20190225	18	0.2%
20200420	18	0.2%
20200629	16	0.2%
20190401	15	0.1%
20190531	15	0.1%
20200310	15	0.1%
19760407	14	0.1%
20190702	14	0.1%
20190718	13	0.1%
Other values (4524)	9842	98.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19390516	1	< 0.1%
19640629	1	< 0.1%
19650614	1	< 0.1%
19670513	1	< 0.1%
19680430	1	< 0.1%
19681129	1	< 0.1%
19690113	3	< 0.1%
19690429	1	< 0.1%
19690430	1	< 0.1%
19690516	1	< 0.1%

Value	Count	Frequency (%)
20201231	4	< 0.1%
20201230	2	< 0.1%
20201229	8	0.1%
20201228	6	0.1%
20201224	11	0.1%
20201223	8	0.1%
20201222	8	0.1%
20201221	6	0.1%
20201218	6	0.1%
20201217	7	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	7445
1	2555

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
3	7445	74.5%
1	2555	25.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	7445	74.5%
1	2555	25.6%

영업상태명
Categorical

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

폐업	7445
영업/정상	2555

Length

Max length	5
Median length	2
Mean length	2.7665
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	7445	74.5%
영업/정상	2555	25.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	7445	74.5%
영업/정상	2555	25.6%

상세영업상태코드
Categorical

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

2	7445
1	2555

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
2	7445	74.5%
1	2555	25.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	7445	74.5%
1	2555	25.6%

상세영업상태명
Categorical

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

폐업	7445
영업	2555

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	7445	74.5%
영업	2555	25.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	7445	74.5%
영업	2555	25.6%

폐업일자
Real number (ℝ)

MISSING SKEWED

Distinct	3434
Distinct (%)	46.1%
Missing	2555
Missing (%)	25.6%
Infinite	0
Infinite (%)	0.0%
Mean	20132613

Minimum	10000101
Maximum	20201231
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	10000101
5-th percentile	20020308
Q1	20090824
median	20170126
Q3	20190626
95-th percentile	20200812
Maximum	20201231
Range	10201130
Interquartile range (IQR)	99802

Descriptive statistics

Standard deviation	243097.84
Coefficient of variation (CV)	0.012074828
Kurtosis	1620.1186
Mean	20132613
Median Absolute Deviation (MAD)	30283
Skewness	-38.930467
Sum	1.4988731 × 10¹¹
Variance	5.9096558 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20021011	28	0.3%
20100111	19	0.2%
20021230	18	0.2%
20100208	17	0.2%
20051102	17	0.2%
20191016	15	0.1%
20201104	14	0.1%
20200930	14	0.1%
20200311	13	0.1%
20200506	13	0.1%
Other values (3424)	7277	72.8%
(Missing)	2555	25.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10000101	4	< 0.1%
19920731	1	< 0.1%
19940120	1	< 0.1%
19940816	1	< 0.1%
19940913	1	< 0.1%
19941018	1	< 0.1%
19941124	1	< 0.1%
19941207	1	< 0.1%
19950110	1	< 0.1%
19950626	2	< 0.1%

Value	Count	Frequency (%)
20201231	1	< 0.1%
20201230	1	< 0.1%
20201229	1	< 0.1%
20201228	1	< 0.1%
20201224	1	< 0.1%
20201223	1	< 0.1%
20201222	1	< 0.1%
20201221	1	< 0.1%
20201220	3	< 0.1%
20201218	4	< 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	3609
Distinct (%)	66.1%
Missing	4538
Missing (%)	45.4%
Memory size	156.2 KiB

Length

Max length	12
Median length	11
Mean length	10.670267
Min length	3

Characters and Unicode

Total characters	58281
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	3263 ?
Unique (%)	59.7%

Sample

1st row	053 850 9853
2nd row	051 262 2637
3rd row	051 727 5997
4th row	051 5828406
5th row	051 4687546

Value	Count	Frequency (%)
051	4004	32.3%
055	242	2.0%
031	230	1.9%
070	160	1.3%
831	142	1.1%
02	140	1.1%
5711	87	0.7%
053	84	0.7%
5624	51	0.4%
062	50	0.4%
Other values (3847)	7200	58.1%

Most occurring characters

Value	Count	Frequency (%)
0	9809	16.8%
5	8820	15.1%
1	8001	13.7%
	7110	12.2%
2	4515	7.7%
3	4011	6.9%
8	3691	6.3%
7	3584	6.1%
6	3411	5.9%
4	3137	5.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	51171	87.8%
Space Separator	7110	12.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	9809	19.2%
5	8820	17.2%
1	8001	15.6%
2	4515	8.8%
3	4011	7.8%
8	3691	7.2%
7	3584	7.0%
6	3411	6.7%
4	3137	6.1%
9	2192	4.3%

Space Separator

Value	Count	Frequency (%)
	7110	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	58281	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	9809	16.8%
5	8820	15.1%
1	8001	13.7%
	7110	12.2%
2	4515	7.7%
3	4011	6.9%
8	3691	6.3%
7	3584	6.1%
6	3411	5.9%
4	3137	5.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	58281	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	9809	16.8%
5	8820	15.1%
1	8001	13.7%
	7110	12.2%
2	4515	7.7%
3	4011	6.9%
8	3691	6.3%
7	3584	6.1%
6	3411	5.9%
4	3137	5.4%

소재지면적
Text

MISSING

Distinct	2028
Distinct (%)	39.3%
Missing	4835
Missing (%)	48.4%
Memory size	156.2 KiB

Length

Max length	9
Median length	5
Mean length	4.5903195
Min length	3

Characters and Unicode

Total characters	23709
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	1354 ?
Unique (%)	26.2%

Sample

1st row	14.74
2nd row	20.00
3rd row	33.70
4th row	34.40
5th row	22.00

Value	Count	Frequency (%)
00	289	5.6%
3.00	123	2.4%
6.00	117	2.3%
6.60	81	1.6%
3.30	77	1.5%
4.00	67	1.3%
2.00	62	1.2%
12.00	53	1.0%
20.00	50	1.0%
5.00	49	0.9%
Other values (2018)	4197	81.3%

Most occurring characters

Value	Count	Frequency (%)
0	5307	22.4%
.	5165	21.8%
2	2154	9.1%
1	2094	8.8%
3	1768	7.5%
6	1478	6.2%
4	1415	6.0%
5	1382	5.8%
8	1076	4.5%
9	976	4.1%
Other values (2)	894	3.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	18543	78.2%
Other Punctuation	5166	21.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	5307	28.6%
2	2154	11.6%
1	2094	11.3%
3	1768	9.5%
6	1478	8.0%
4	1415	7.6%
5	1382	7.5%
8	1076	5.8%
9	976	5.3%
7	893	4.8%

Other Punctuation

Value	Count	Frequency (%)
.	5165	> 99.9%
,	1	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	23709	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	5307	22.4%
.	5165	21.8%
2	2154	9.1%
1	2094	8.8%
3	1768	7.5%
6	1478	6.2%
4	1415	6.0%
5	1382	5.8%
8	1076	4.5%
9	976	4.1%
Other values (2)	894	3.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	23709	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	5307	22.4%
.	5165	21.8%
2	2154	9.1%
1	2094	8.8%
3	1768	7.5%
6	1478	6.2%
4	1415	6.0%
5	1382	5.8%
8	1076	4.5%
9	976	4.1%
Other values (2)	894	3.8%

소재지우편번호
Real number (ℝ)

MISSING

Distinct	713
Distinct (%)	7.3%
Missing	213
Missing (%)	2.1%
Infinite	0
Infinite (%)	0.0%
Mean	611339.17

Minimum	600012
Maximum	642829
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	600012
5-th percentile	601812.6
Q1	607835
median	612020
Q3	614814
95-th percentile	617832.7
Maximum	642829
Range	42817
Interquartile range (IQR)	6979

Descriptive statistics

Standard deviation	4663.7716
Coefficient of variation (CV)	0.0076287793
Kurtosis	-0.016006648
Mean	611339.17
Median Absolute Deviation (MAD)	2827
Skewness	-0.51303353
Sum	5.9831764 × 10⁹
Variance	21750766
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
612020	615	6.2%
612851	218	2.2%
611807	202	2.0%
614847	198	2.0%
613819	188	1.9%
600017	170	1.7%
614843	151	1.5%
612811	151	1.5%
609847	146	1.5%
607804	138	1.4%
Other values (703)	7610	76.1%
(Missing)	213	2.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
600012	1	< 0.1%
600016	1	< 0.1%
600017	170	1.7%
600032	1	< 0.1%
600041	4	< 0.1%
600044	3	< 0.1%
600045	2	< 0.1%
600046	35	0.4%
600061	3	< 0.1%
600062	1	< 0.1%

Value	Count	Frequency (%)
642829	1	< 0.1%
619953	10	0.1%
619952	2	< 0.1%
619951	9	0.1%
619913	3	< 0.1%
619912	30	0.3%
619911	4	< 0.1%
619906	77	0.8%
619905	62	0.6%
619904	12	0.1%

소재지전체주소
Text

Distinct	5387
Distinct (%)	54.2%
Missing	63
Missing (%)	0.6%
Memory size	156.2 KiB

Length

Max length	58
Median length	52
Mean length	25.718627
Min length	15

Characters and Unicode

Total characters	255566
Distinct characters	450
Distinct categories	11 ?
Distinct scripts	3 ?
Distinct blocks	4 ?

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

Unique

Unique	4647 ?
Unique (%)	46.8%

Sample

1st row	부산광역시 부산진구 가야동 624-7번지 가야홈플러스
2nd row	부산광역시 수영구 남천동 545-2번지 메가마트 남천점
3rd row	부산광역시 동래구 명장동 23-2번지 GS슈퍼마켓
4th row	부산광역시 서구 서대신동2가 213-8번지 탑마트
5th row	부산광역시 북구 화명동 194-2번지 GS슈퍼내

Value	Count	Frequency (%)
부산광역시	9936	20.9%
해운대구	1936	4.1%
부산진구	1539	3.2%
동래구	927	1.9%
우동	797	1.7%
연제구	752	1.6%
수영구	657	1.4%
부전동	588	1.2%
사하구	529	1.1%
금정구	521	1.1%
Other values (5759)	29427	61.8%

Most occurring characters

Value	Count	Frequency (%)
	37681	14.7%
부	12942	5.1%
산	12555	4.9%
동	11477	4.5%
시	10628	4.2%
광	10301	4.0%
지	10017	3.9%
역	9945	3.9%
구	9817	3.8%
1	9722	3.8%
Other values (440)	120481	47.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	162659	63.6%
Decimal Number	45100	17.6%
Space Separator	37681	14.7%
Dash Punctuation	7549	3.0%
Uppercase Letter	1182	0.5%
Open Punctuation	590	0.2%
Close Punctuation	589	0.2%
Other Punctuation	172	0.1%
Lowercase Letter	35	< 0.1%
Math Symbol	8	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
부	12942	8.0%
산	12555	7.7%
동	11477	7.1%
시	10628	6.5%
광	10301	6.3%
지	10017	6.2%
역	9945	6.1%
구	9817	6.0%
번	9029	5.6%
대	2791	1.7%
Other values (392)	63157	38.8%

Uppercase Letter

Value	Count	Frequency (%)
B	277	23.4%
S	232	19.6%
T	191	16.2%
G	175	14.8%
E	124	10.5%
K	53	4.5%
A	27	2.3%
Y	25	2.1%
H	24	2.0%
U	24	2.0%
Other values (10)	30	2.5%

Decimal Number

Value	Count	Frequency (%)
1	9722	21.6%
2	6119	13.6%
5	4994	11.1%
3	4370	9.7%
4	4070	9.0%
0	3604	8.0%
7	3548	7.9%
6	3147	7.0%
9	2781	6.2%
8	2745	6.1%

Lowercase Letter

Value	Count	Frequency (%)
s	15	42.9%
g	14	40.0%
e	2	5.7%
b	1	2.9%
a	1	2.9%
t	1	2.9%
p	1	2.9%

Other Punctuation

Value	Count	Frequency (%)
,	127	73.8%
.	20	11.6%
·	11	6.4%
@	11	6.4%
/	3	1.7%

Space Separator

Value	Count	Frequency (%)
	37681	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	7549	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	590	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	589	100.0%

Math Symbol

Value	Count	Frequency (%)
~	8	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	162659	63.6%
Common	91689	35.9%
Latin	1218	0.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	12942	8.0%
산	12555	7.7%
동	11477	7.1%
시	10628	6.5%
광	10301	6.3%
지	10017	6.2%
역	9945	6.1%
구	9817	6.0%
번	9029	5.6%
대	2791	1.7%
Other values (392)	63157	38.8%

Latin

Value	Count	Frequency (%)
B	277	22.7%
S	232	19.0%
T	191	15.7%
G	175	14.4%
E	124	10.2%
K	53	4.4%
A	27	2.2%
Y	25	2.1%
H	24	2.0%
U	24	2.0%
Other values (18)	66	5.4%

Common

Value	Count	Frequency (%)
	37681	41.1%
1	9722	10.6%
-	7549	8.2%
2	6119	6.7%
5	4994	5.4%
3	4370	4.8%
4	4070	4.4%
0	3604	3.9%
7	3548	3.9%
6	3147	3.4%
Other values (10)	6885	7.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	162659	63.6%
ASCII	92895	36.3%
None	11	< 0.1%
Number Forms	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	37681	40.6%
1	9722	10.5%
-	7549	8.1%
2	6119	6.6%
5	4994	5.4%
3	4370	4.7%
4	4070	4.4%
0	3604	3.9%
7	3548	3.8%
6	3147	3.4%
Other values (36)	8091	8.7%

Hangul

Value	Count	Frequency (%)
부	12942	8.0%
산	12555	7.7%
동	11477	7.1%
시	10628	6.5%
광	10301	6.3%
지	10017	6.2%
역	9945	6.1%
구	9817	6.0%
번	9029	5.6%
대	2791	1.7%
Other values (392)	63157	38.8%

None

Value	Count	Frequency (%)
·	11	100.0%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

도로명전체주소
Text

MISSING

Distinct	4223
Distinct (%)	58.0%
Missing	2715
Missing (%)	27.2%
Memory size	156.2 KiB

Length

Max length	71
Median length	57
Mean length	32.855731
Min length	19

Characters and Unicode

Total characters	239354
Distinct characters	480
Distinct categories	12 ?
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	3662 ?
Unique (%)	50.3%

Sample

1st row	부산광역시 부산진구 가야대로 506, 가야홈플러스 (가야동)
2nd row	부산광역시 수영구 황령대로 521, 메가마트 남천점 1층 (남천동)
3rd row	부산광역시 동래구 반송로 291 (명장동)
4th row	부산광역시 서구 대영로 5, 탑마트 (서대신동2가)
5th row	부산광역시 금정구 금정로 52, 1층 (장전동)

Value	Count	Frequency (%)
부산광역시	7284	15.9%
1층	1446	3.1%
해운대구	1397	3.0%
부산진구	960	2.1%
지하1층	751	1.6%
동래구	668	1.5%
우동	623	1.4%
연제구	537	1.2%
수영구	452	1.0%
센텀남대로	427	0.9%
Other values (3917)	31382	68.3%

Most occurring characters

Value	Count	Frequency (%)
	38666	16.2%
동	9503	4.0%
부	9422	3.9%
산	9178	3.8%
시	8295	3.5%
1	8260	3.5%
광	7762	3.2%
구	7367	3.1%
역	7289	3.0%
)	7244	3.0%
Other values (470)	126368	52.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	148701	62.1%
Space Separator	38666	16.2%
Decimal Number	29724	12.4%
Close Punctuation	7245	3.0%
Open Punctuation	7244	3.0%
Other Punctuation	6004	2.5%
Uppercase Letter	972	0.4%
Dash Punctuation	657	0.3%
Lowercase Letter	128	0.1%
Math Symbol	11	< 0.1%
Other values (2)	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	9503	6.4%
부	9422	6.3%
산	9178	6.2%
시	8295	5.6%
광	7762	5.2%
구	7367	5.0%
역	7289	4.9%
로	7235	4.9%
대	5084	3.4%
층	3027	2.0%
Other values (414)	74539	50.1%

Uppercase Letter

Value	Count	Frequency (%)
S	248	25.5%
G	178	18.3%
B	159	16.4%
E	125	12.9%
K	49	5.0%
C	40	4.1%
A	37	3.8%
N	25	2.6%
H	24	2.5%
Y	23	2.4%
Other values (13)	64	6.6%

Decimal Number

Value	Count	Frequency (%)
1	8260	27.8%
2	4287	14.4%
3	3045	10.2%
5	2699	9.1%
7	2462	8.3%
4	2346	7.9%
0	1718	5.8%
9	1679	5.6%
6	1621	5.5%
8	1607	5.4%

Lowercase Letter

Value	Count	Frequency (%)
s	59	46.1%
g	49	38.3%
n	7	5.5%
c	7	5.5%
i	2	1.6%
e	2	1.6%
a	1	0.8%
b	1	0.8%

Other Punctuation

Value	Count	Frequency (%)
,	5972	99.5%
·	12	0.2%
.	10	0.2%
@	7	0.1%
/	2	< 0.1%
*	1	< 0.1%

Close Punctuation

Value	Count	Frequency (%)
)	7244	> 99.9%
]	1	< 0.1%

Open Punctuation

Value	Count	Frequency (%)
(	7243	> 99.9%
[	1	< 0.1%

Space Separator

Value	Count	Frequency (%)
	38666	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	657	100.0%

Math Symbol

Value	Count	Frequency (%)
~	11	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	148700	62.1%
Common	89552	37.4%
Latin	1101	0.5%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	9503	6.4%
부	9422	6.3%
산	9178	6.2%
시	8295	5.6%
광	7762	5.2%
구	7367	5.0%
역	7289	4.9%
로	7235	4.9%
대	5084	3.4%
층	3027	2.0%
Other values (413)	74538	50.1%

Latin

Value	Count	Frequency (%)
S	248	22.5%
G	178	16.2%
B	159	14.4%
E	125	11.4%
s	59	5.4%
g	49	4.5%
K	49	4.5%
C	40	3.6%
A	37	3.4%
N	25	2.3%
Other values (22)	132	12.0%

Common

Value	Count	Frequency (%)
	38666	43.2%
1	8260	9.2%
)	7244	8.1%
(	7243	8.1%
,	5972	6.7%
2	4287	4.8%
3	3045	3.4%
5	2699	3.0%
7	2462	2.7%
4	2346	2.6%
Other values (14)	7328	8.2%

Han

Value	Count	Frequency (%)
內	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	148700	62.1%
ASCII	90640	37.9%
None	12	< 0.1%
Number Forms	1	< 0.1%
CJK	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	38666	42.7%
1	8260	9.1%
)	7244	8.0%
(	7243	8.0%
,	5972	6.6%
2	4287	4.7%
3	3045	3.4%
5	2699	3.0%
7	2462	2.7%
4	2346	2.6%
Other values (44)	8416	9.3%

Hangul

Value	Count	Frequency (%)
동	9503	6.4%
부	9422	6.3%
산	9178	6.2%
시	8295	5.6%
광	7762	5.2%
구	7367	5.0%
역	7289	4.9%
로	7235	4.9%
대	5084	3.4%
층	3027	2.0%
Other values (413)	74538	50.1%

None

Value	Count	Frequency (%)
·	12	100.0%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

CJK

Value	Count	Frequency (%)
內	1	100.0%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	1128
Distinct (%)	15.6%
Missing	2766
Missing (%)	27.7%
Infinite	0
Infinite (%)	0.0%
Mean	47753.366

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	46211.9
Q1	47181
median	47850
Q3	48301
95-th percentile	49347
Maximum	51498
Range	5496
Interquartile range (IQR)	1120

Descriptive statistics

Standard deviation	911.61095
Coefficient of variation (CV)	0.019089983
Kurtosis	-0.61408565
Mean	47753.366
Median Absolute Deviation (MAD)	576
Skewness	-0.057952051
Sum	3.4544785 × 10⁸
Variance	831034.52
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
48058	438	4.4%
47285	195	1.9%
48096	186	1.9%
48944	168	1.7%
48313	148	1.5%
47500	143	1.4%
46233	126	1.3%
47727	109	1.1%
46970	98	1.0%
47737	98	1.0%
Other values (1118)	5525	55.2%
(Missing)	2766	27.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
46002	1	< 0.1%
46003	2	< 0.1%
46004	1	< 0.1%
46007	1	< 0.1%
46008	13	0.1%
46010	3	< 0.1%
46012	5	0.1%
46013	3	< 0.1%
46015	43	0.4%
46016	2	< 0.1%

Value	Count	Frequency (%)
51498	1	< 0.1%
49524	2	< 0.1%
49523	2	< 0.1%
49522	1	< 0.1%
49520	2	< 0.1%
49519	44	0.4%
49518	3	< 0.1%
49516	2	< 0.1%
49515	4	< 0.1%
49514	2	< 0.1%

사업장명
Text

Distinct	5346
Distinct (%)	53.5%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	36
Median length	24
Mean length	5.8885
Min length	1

Characters and Unicode

Total characters	58885
Distinct characters	835
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	4391 ?
Unique (%)	43.9%

Sample

1st row	알앤알코리아
2nd row	(주)미트벨리
3rd row	현재상사
4th row	현재상사
5th row	디케이엔트프라이즈

Value	Count	Frequency (%)
주식회사	203	1.8%
현승유통	128	1.1%
현재상사	118	1.1%
주)정성	107	1.0%
주)모두랑식품	93	0.8%
주경식품	91	0.8%
부산축산	82	0.7%
주)미트벨리	80	0.7%
수지int's	73	0.7%
오에스푸드	72	0.6%
Other values (5584)	10140	90.6%

Most occurring characters

Value	Count	Frequency (%)
주	2267	3.8%
)	2072	3.5%
(	2034	3.5%
산	1554	2.6%
식	1418	2.4%
	1188	2.0%
품	1087	1.8%
회	926	1.6%
상	919	1.6%
원	838	1.4%
Other values (825)	44582	75.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	52191	88.6%
Close Punctuation	2072	3.5%
Open Punctuation	2034	3.5%
Space Separator	1188	2.0%
Uppercase Letter	714	1.2%
Lowercase Letter	350	0.6%
Decimal Number	163	0.3%
Other Punctuation	149	0.3%
Dash Punctuation	17	< 0.1%
Modifier Symbol	3	< 0.1%
Other values (3)	4	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	2267	4.3%
산	1554	3.0%
식	1418	2.7%
품	1087	2.1%
회	926	1.8%
상	919	1.8%
원	838	1.6%
드	824	1.6%
사	778	1.5%
푸	719	1.4%
Other values (749)	40861	78.3%

Uppercase Letter

Value	Count	Frequency (%)
N	108	15.1%
T	105	14.7%
S	105	14.7%
I	95	13.3%
F	36	5.0%
O	29	4.1%
A	26	3.6%
C	24	3.4%
E	24	3.4%
G	21	2.9%
Other values (16)	141	19.7%

Lowercase Letter

Value	Count	Frequency (%)
e	54	15.4%
a	35	10.0%
o	25	7.1%
i	22	6.3%
s	21	6.0%
r	18	5.1%
l	18	5.1%
t	18	5.1%
u	16	4.6%
d	15	4.3%
Other values (14)	108	30.9%

Decimal Number

Value	Count	Frequency (%)
1	34	20.9%
2	33	20.2%
0	26	16.0%
5	16	9.8%
3	16	9.8%
4	12	7.4%
6	8	4.9%
7	8	4.9%
9	5	3.1%
8	5	3.1%

Other Punctuation

Value	Count	Frequency (%)
'	77	51.7%
.	29	19.5%
&	27	18.1%
,	10	6.7%
·	2	1.3%
/	2	1.3%
;	1	0.7%
!	1	0.7%

Close Punctuation

Value	Count	Frequency (%)
)	2072	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2034	100.0%

Space Separator

Value	Count	Frequency (%)
	1188	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	17	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%

Math Symbol

Value	Count	Frequency (%)
+	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	52187	88.6%
Common	5629	9.6%
Latin	1064	1.8%
Han	5	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	2267	4.3%
산	1554	3.0%
식	1418	2.7%
품	1087	2.1%
회	926	1.8%
상	919	1.8%
원	838	1.6%
드	824	1.6%
사	778	1.5%
푸	719	1.4%
Other values (745)	40857	78.3%

Latin

Value	Count	Frequency (%)
N	108	10.2%
T	105	9.9%
S	105	9.9%
I	95	8.9%
e	54	5.1%
F	36	3.4%
a	35	3.3%
O	29	2.7%
A	26	2.4%
o	25	2.3%
Other values (40)	446	41.9%

Common

Value	Count	Frequency (%)
)	2072	36.8%
(	2034	36.1%
	1188	21.1%
'	77	1.4%
1	34	0.6%
2	33	0.6%
.	29	0.5%
&	27	0.5%
0	26	0.5%
-	17	0.3%
Other values (15)	92	1.6%

Han

Value	Count	Frequency (%)
內	1	20.0%
愛	1	20.0%
情	1	20.0%
米	1	20.0%
福	1	20.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	52185	88.6%
ASCII	6691	11.4%
CJK	5	< 0.1%
None	3	< 0.1%
Compat Jamo	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
주	2267	4.3%
산	1554	3.0%
식	1418	2.7%
품	1087	2.1%
회	926	1.8%
상	919	1.8%
원	838	1.6%
드	824	1.6%
사	778	1.5%
푸	719	1.4%
Other values (743)	40855	78.3%

ASCII

Value	Count	Frequency (%)
)	2072	31.0%
(	2034	30.4%
	1188	17.8%
N	108	1.6%
T	105	1.6%
S	105	1.6%
I	95	1.4%
'	77	1.2%
e	54	0.8%
F	36	0.5%
Other values (64)	817	12.2%

None

Value	Count	Frequency (%)
·	2	66.7%
㈜	1	33.3%

CJK

Value	Count	Frequency (%)
內	1	20.0%
愛	1	20.0%
情	1	20.0%
米	1	20.0%
福	1	20.0%

Compat Jamo

Value	Count	Frequency (%)
ㅂ	1	100.0%

최종수정시점
Real number (ℝ)

Distinct	7641
Distinct (%)	76.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0141563 × 10¹³

Minimum	1.9990218 × 10¹³
Maximum	2.0201231 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1.9990218 × 10¹³
5-th percentile	2.0020612 × 10¹³
Q1	2.0100204 × 10¹³
median	2.0170716 × 10¹³
Q3	2.0190806 × 10¹³
95-th percentile	2.0200917 × 10¹³
Maximum	2.0201231 × 10¹³
Range	2.1101317 × 10¹¹
Interquartile range (IQR)	9.0602483 × 10¹⁰

Descriptive statistics

Standard deviation	6.2294055 × 10¹⁰
Coefficient of variation (CV)	0.0030928114
Kurtosis	-0.60095852
Mean	2.0141563 × 10¹³
Median Absolute Deviation (MAD)	2.98055 × 10¹⁰
Skewness	-0.87562931
Sum	2.0141563 × 10¹⁷
Variance	3.8805493 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20020305000000	53	0.5%
20020612000000	53	0.5%
20010728000000	49	0.5%
20020821000000	38	0.4%
20020611000000	38	0.4%
20020621000000	38	0.4%
20020724000000	33	0.3%
20020723000000	29	0.3%
20020828000000	29	0.3%
20010918000000	26	0.3%
Other values (7631)	9614	96.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19990218000000	1	< 0.1%
19990223000000	1	< 0.1%
19990302000000	1	< 0.1%
19990304000000	13	0.1%
19990305000000	1	< 0.1%
19990318000000	17	0.2%
19990319000000	13	0.1%
19990322000000	1	< 0.1%
19990323000000	4	< 0.1%
19990324000000	4	< 0.1%

Value	Count	Frequency (%)
20201231174349	1	< 0.1%
20201231170956	1	< 0.1%
20201231165923	1	< 0.1%
20201231162757	1	< 0.1%
20201231160157	1	< 0.1%
20201231143517	1	< 0.1%
20201231101451	1	< 0.1%
20201231092415	1	< 0.1%
20201230171343	1	< 0.1%
20201230155158	1	< 0.1%

데이터갱신구분
Categorical

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

I	6477
U	3523

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	U
5th row	I

Common Values

Value	Count	Frequency (%)
I	6477	64.8%
U	3523	35.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	6477	64.8%
u	3523	35.2%

데이터갱신일자
Date

Distinct	955
Distinct (%)	9.6%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

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

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

IMBALANCE

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

즉석판매제조가공업	9983
기타	15
식육(숯불구이)	1
한식	1

Length

Max length	9
Median length	9
Mean length	8.9887
Min length	2

Unique

Unique	2 ?
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	9983	99.8%
기타	15	0.1%
식육(숯불구이)	1	< 0.1%
한식	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
즉석판매제조가공업	9983	99.8%
기타	15	0.1%
식육(숯불구이	1	< 0.1%
한식	1	< 0.1%

좌표정보(x)
Real number (ℝ)

MISSING

Distinct	3585
Distinct (%)	37.0%
Missing	305
Missing (%)	3.0%
Infinite	0
Infinite (%)	0.0%
Mean	389224.19

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	385983.55
median	389097.8
Q3	392709.65
95-th percentile	398220.21
Maximum	407418.65
Range	53757.759
Interquartile range (IQR)	6726.1011

Descriptive statistics

Standard deviation	5469.485
Coefficient of variation (CV)	0.014052274
Kurtosis	0.55475071
Mean	389224.19
Median Absolute Deviation (MAD)	3410.5156
Skewness	-0.057715163
Sum	3.7735285 × 10⁹
Variance	29915266
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
393952.264486105	333	3.3%
387271.299492377	312	3.1%
397397.83276594	217	2.2%
392321.102334852	171	1.7%
387686.194940483	165	1.7%
385590.814676765	161	1.6%
389097.800933845	152	1.5%
387539.767677801	150	1.5%
390208.09260128	140	1.4%
394083.501537578	138	1.4%
Other values (3575)	7756	77.6%
(Missing)	305	3.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
353660.889782036	1	< 0.1%
366820.787750249	1	< 0.1%
366829.531355754	4	< 0.1%
366931.435995074	1	< 0.1%
367027.575037614	1	< 0.1%
367041.984452276	1	< 0.1%
367055.286163177	1	< 0.1%
367169.234957368	1	< 0.1%
367451.087635496	8	0.1%
370718.68095386	2	< 0.1%

Value	Count	Frequency (%)
407418.648415535	1	< 0.1%
407121.882187494	1	< 0.1%
407036.696092095	1	< 0.1%
407018.507643148	1	< 0.1%
406982.053033795	1	< 0.1%
406910.100470872	1	< 0.1%
405709.608315206	1	< 0.1%
405688.580680087	1	< 0.1%
405449.335650942	1	< 0.1%
405372.254329784	1	< 0.1%

좌표정보(y)
Real number (ℝ)

MISSING

Distinct	3587
Distinct (%)	37.0%
Missing	305
Missing (%)	3.0%
Infinite	0
Infinite (%)	0.0%
Mean	187569.81

Minimum	174097.62
Maximum	210945.1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	174097.62
5-th percentile	178774.55
Q1	184648.92
median	187602.93
Q3	190922.52
95-th percentile	196545.92
Maximum	210945.1
Range	36847.488
Interquartile range (IQR)	6273.5973

Descriptive statistics

Standard deviation	5392.2455
Coefficient of variation (CV)	0.028747939
Kurtosis	0.88495607
Mean	187569.81
Median Absolute Deviation (MAD)	3181.0425
Skewness	0.33404986
Sum	1.8184893 × 10⁹
Variance	29076312
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
187602.933160728	333	3.3%
186099.137533193	312	3.1%
187354.835259309	217	2.2%
184041.758684038	171	1.7%
189911.430545728	165	1.7%
179553.867031936	161	1.6%
192260.811648263	152	1.5%
184402.96650913	150	1.5%
196546.356333373	140	1.4%
187707.586117775	138	1.4%
Other values (3577)	7756	77.6%
(Missing)	305	3.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
174097.616386311	1	< 0.1%
174156.617297535	1	< 0.1%
174333.833259042	1	< 0.1%
174422.480246459	1	< 0.1%
174526.100850246	1	< 0.1%
174632.012941701	1	< 0.1%
174638.869997904	3	< 0.1%
174673.620114069	1	< 0.1%
174764.901715256	1	< 0.1%
174825.510853792	1	< 0.1%

Value	Count	Frequency (%)
210945.104382171	1	< 0.1%
210458.376643536	1	< 0.1%
209383.598383269	1	< 0.1%
207739.619868549	1	< 0.1%
207716.999117547	1	< 0.1%
206803.94845946	1	< 0.1%
206739.517959242	1	< 0.1%
206690.833564719	1	< 0.1%
206512.517255249	3	< 0.1%
206335.787689029	1	< 0.1%

위생업태명
Categorical

IMBALANCE

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

즉석판매제조가공업	9980
기타	15
<NA>	3
식육(숯불구이)	1
한식	1

Length

Max length	9
Median length	9
Mean length	8.9872
Min length	2

Unique

Unique	2 ?
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	9980	99.8%
기타	15	0.1%
<NA>	3	< 0.1%
식육(숯불구이)	1	< 0.1%
한식	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
즉석판매제조가공업	9980	99.8%
기타	15	0.1%
na	3	< 0.1%
식육(숯불구이	1	< 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>	9222
0	750
1	27
2	1

Length

Max length	4
Median length	4
Mean length	3.7666
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>	9222	92.2%
0	750	7.5%
1	27	0.3%
2	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9222	92.2%
0	750	7.5%
1	27	0.3%
2	1	< 0.1%

여성종사자수
Categorical

IMBALANCE

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

<NA>	9224
0	752
1	24

Length

Max length	4
Median length	4
Mean length	3.7672
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>	9224	92.2%
0	752	7.5%
1	24	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9224	92.2%
0	752	7.5%
1	24	0.2%

영업장주변구분명
Categorical

IMBALANCE

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

<NA>	8138
기타	1765
주택가주변	81
아파트지역	14
유흥업소밀집지역	2

Length

Max length	8
Median length	4
Mean length	3.6573
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>	8138	81.4%
기타	1765	17.6%
주택가주변	81	0.8%
아파트지역	14	0.1%
유흥업소밀집지역	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	8138	81.4%
기타	1765	17.6%
주택가주변	81	0.8%
아파트지역	14	0.1%
유흥업소밀집지역	2	< 0.1%

등급구분명
Categorical

IMBALANCE

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

<NA>	8138
기타	1706
자율	154
을	2

Length

Max length	4
Median length	4
Mean length	3.6274
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>	8138	81.4%
기타	1706	17.1%
자율	154	1.5%
을	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	8138	81.4%
기타	1706	17.1%
자율	154	1.5%
을	2	< 0.1%

급수시설구분명
Categorical

IMBALANCE

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

<NA>	8421
상수도전용	1573
지하수전용	3
간이상수도	2
상수도(음용)지하수(주방용)겸용	1

Length

Max length	17
Median length	4
Mean length	4.1591
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>	8421	84.2%
상수도전용	1573	15.7%
지하수전용	3	< 0.1%
간이상수도	2	< 0.1%
상수도(음용)지하수(주방용)겸용	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	8421	84.2%
상수도전용	1573	15.7%
지하수전용	3	< 0.1%
간이상수도	2	< 0.1%
상수도(음용)지하수(주방용)겸용	1	< 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>	6484
0	3514
1	2

Length

Max length	4
Median length	4
Mean length	2.9452
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	6484	64.8%
0	3514	35.1%
1	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	6484	64.8%
0	3514	35.1%
1	2	< 0.1%

공장사무직종업원수
Categorical

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

<NA>	6484
0	3516

Length

Max length	4
Median length	4
Mean length	2.9452
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	6484	64.8%
0	3516	35.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	6484	64.8%
0	3516	35.2%

공장판매직종업원수
Categorical

IMBALANCE

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

<NA>	6482
0	3483
1	31
2	4

Length

Max length	4
Median length	4
Mean length	2.9446
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	6482	64.8%
0	3483	34.8%
1	31	0.3%
2	4	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	6482	64.8%
0	3483	34.8%
1	31	0.3%
2	4	< 0.1%

공장생산직종업원수
Categorical

IMBALANCE

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

<NA>	6481
0	3483
1	33
2	3

Length

Max length	4
Median length	4
Mean length	2.9443
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	6481	64.8%
0	3483	34.8%
1	33	0.3%
2	3	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	6481	64.8%
0	3483	34.8%
1	33	0.3%
2	3	< 0.1%

건물소유구분명
Categorical

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

<NA>	7688
자가	1411
임대	901

Length

Max length	4
Median length	4
Mean length	3.5376
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	7688	76.9%
자가	1411	14.1%
임대	901	9.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	7688	76.9%
자가	1411	14.1%
임대	901	9.0%

보증액
Categorical

IMBALANCE

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

<NA>	9386
0	613
300	1

Length

Max length	4
Median length	4
Mean length	3.816
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	9386	93.9%
0	613	6.1%
300	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9386	93.9%
0	613	6.1%
300	1	< 0.1%

월세액
Categorical

IMBALANCE

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

<NA>	9386
0	613
30	1

Length

Max length	4
Median length	4
Mean length	3.8159
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	9386	93.9%
0	613	6.1%
30	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9386	93.9%
0	613	6.1%
30	1	< 0.1%

다중이용업소여부
Boolean

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	3
Missing (%)	< 0.1%
Memory size	97.7 KiB

False	9997
(Missing)	3

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	9997	> 99.9%
(Missing)	3	< 0.1%

시설총규모
Real number (ℝ)

ZEROS

Distinct	385
Distinct (%)	3.9%
Missing	3
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	1.220083

Minimum	0
Maximum	331.86
Zeros	9361
Zeros (%)	93.6%
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	331.86
Range	331.86
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	8.6890587
Coefficient of variation (CV)	7.1216946
Kurtosis	505.92623
Mean	1.220083
Median Absolute Deviation (MAD)	0
Skewness	17.919222
Sum	12197.17
Variance	75.499741
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	9361	93.6%
3.3	35	0.4%
2.0	17	0.2%
3.0	13	0.1%
4.0	12	0.1%
19.8	10	0.1%
12.0	10	0.1%
9.9	10	0.1%
33.0	8	0.1%
10.0	8	0.1%
Other values (375)	513	5.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	9361	93.6%
0.3	1	< 0.1%
0.6	1	< 0.1%
0.81	1	< 0.1%
1.0	7	0.1%
1.1	2	< 0.1%
1.25	1	< 0.1%
1.28	1	< 0.1%
1.32	1	< 0.1%
1.44	2	< 0.1%

Value	Count	Frequency (%)
331.86	1	< 0.1%
318.51	1	< 0.1%
233.9	1	< 0.1%
191.91	1	< 0.1%
140.4	1	< 0.1%
133.33	1	< 0.1%
133.03	1	< 0.1%
126.0	1	< 0.1%
108.4	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
13385	13386	즉석판매제조가공업	07_22_19_P	3290000	3290000-107-2018-00153	20180808	<NA>	3	폐업	2	폐업	20180815	<NA>	<NA>	<NA>	<NA>	<NA>	614801	부산광역시 부산진구 가야동 624-7번지 가야홈플러스	부산광역시 부산진구 가야대로 506, 가야홈플러스 (가야동)	47324	알앤알코리아	20180816041528	I	2018-08-31 23:59:59.0	즉석판매제조가공업	384668.52046	185579.964272	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
13212	13213	즉석판매제조가공업	07_22_19_P	3380000	3380000-107-2018-00071	20180629	<NA>	3	폐업	2	폐업	20180710	<NA>	<NA>	<NA>	<NA>	<NA>	613819	부산광역시 수영구 남천동 545-2번지 메가마트 남천점	부산광역시 수영구 황령대로 521, 메가마트 남천점 1층 (남천동)	48313	(주)미트벨리	20180711041527	I	2018-08-31 23:59:59.0	즉석판매제조가공업	392321.102335	184041.758684	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
19502	19503	즉석판매제조가공업	07_22_19_P	3300000	3300000-107-2017-00237	20171113	<NA>	3	폐업	2	폐업	20171121	<NA>	<NA>	<NA>	<NA>	<NA>	607807	부산광역시 동래구 명장동 23-2번지 GS슈퍼마켓	부산광역시 동래구 반송로 291 (명장동)	47751	현재상사	20171122041524	I	2018-08-31 23:59:59.0	즉석판매제조가공업	391333.589419	191690.582021	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
7141	7142	즉석판매제조가공업	07_22_19_P	3260000	3260000-107-2019-00011	20190305	<NA>	3	폐업	2	폐업	20190324	<NA>	<NA>	<NA>	<NA>	<NA>	602819	부산광역시 서구 서대신동2가 213-8번지 탑마트	부산광역시 서구 대영로 5, 탑마트 (서대신동2가)	49227	현재상사	20190325041509	U	2019-03-27 02:40:00.0	즉석판매제조가공업	383454.909818	180954.659582	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
6034	6035	즉석판매제조가공업	07_22_19_P	3320000	3320000-107-2006-00004	20060111	<NA>	3	폐업	2	폐업	20060123	<NA>	<NA>	<NA>	<NA>	<NA>	616833	부산광역시 북구 화명동 194-2번지 GS슈퍼내	<NA>	<NA>	디케이엔트프라이즈	20060111000000	I	2018-08-31 23:59:59.0	즉석판매제조가공업	383337.206574	195335.803166	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	0	자가	0	0	N	<NA>	<NA>	<NA>	<NA>
618	619	즉석판매제조가공업	07_22_19_P	3350000	3350000-107-2019-00098	20190702	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	14.74	609839	부산광역시 금정구 장전동 317-6번지	부산광역시 금정구 금정로 52, 1층 (장전동)	46292	브라운쇼콜라	20190704094832	U	2019-07-06 02:40:00.0	즉석판매제조가공업	389869.937034	194214.002719	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	자가	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
22101	22102	즉석판매제조가공업	07_22_19_P	3290000	3290000-107-1991-01022	19910406	<NA>	3	폐업	2	폐업	20081226	<NA>	<NA>	<NA>	<NA>	<NA>	614827	부산광역시 부산진구 범천동 845-33번지	<NA>	<NA>	강원탕제원	20030203000000	I	2018-08-31 23:59:59.0	즉석판매제조가공업	387782.508794	184654.839803	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	0	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
5489	5490	즉석판매제조가공업	07_22_19_P	3300000	3300000-107-2020-00217	20201215	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	607716	부산광역시 동래구 온천동 502-3 롯데백화점	부산광역시 동래구 중앙대로 1393, 롯데백화점 지하1층 (온천동)	47727	트윈스키친(호호찐빵)	20201215110151	I	2020-12-17 00:23:06.0	즉석판매제조가공업	389097.800934	192260.811648	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
15508	15509	즉석판매제조가공업	07_22_19_P	3300000	3300000-107-2009-00068	20090622	<NA>	3	폐업	2	폐업	20090629	<NA>	<NA>	<NA>	<NA>	<NA>	607804	부산광역시 동래구 명륜동 506-3번지 메가마트 동래점 내	<NA>	<NA>	순창장본가	20090623161101	I	2018-08-31 23:59:59.0	즉석판매제조가공업	389455.109102	191427.549248	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
14199	14200	즉석판매제조가공업	07_22_19_P	3310000	3310000-107-2018-00055	20180328	<NA>	3	폐업	2	폐업	20180410	<NA>	<NA>	<NA>	<NA>	<NA>	608833	부산광역시 남구 용호동 395-1번지 휴대폰도매총판	부산광역시 남구 동명로 132, 휴대폰도매총판 4층 (용호동)	48567	삼부자	20180411041527	I	2018-08-31 23:59:59.0	즉석판매제조가공업	392404.00379	182098.194247	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<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	시설총규모	전통업소지정번호	전통업소주된음식	홈페이지	Unnamed: 47
16230	16231	즉석판매제조가공업	07_22_19_P	3330000	3330000-107-2007-00037	20070425	<NA>	3	폐업	2	폐업	20070508	<NA>	<NA>	<NA>	<NA>	<NA>	612020	부산광역시 해운대구 우동 1499번지 삼성홈플러스 식품매장내	<NA>	<NA>	아름아침	20070425000000	I	2018-08-31 23:59:59.0	즉석판매제조가공업	394314.881157	187833.001648	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	0	자가	0	0	N	0.0	<NA>	<NA>	<NA>	<NA>
9366	9367	즉석판매제조가공업	07_22_19_P	3340000	3340000-107-2019-00206	20191004	<NA>	3	폐업	2	폐업	20191016	<NA>	<NA>	<NA>	<NA>	<NA>	604811	부산광역시 사하구 괴정동 961-1번지	부산광역시 사하구 사하로 190 (괴정동)	49356	현승유통	20191017041528	U	2019-10-19 02:40:00.0	즉석판매제조가공업	381751.003173	179575.519982	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>
4774	4775	즉석판매제조가공업	07_22_19_P	3340000	3340000-107-1998-00603	19981223	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 2615597	21.60	604842	부산광역시 사하구 장림동 641-65번지 (641-66,67)	부산광역시 사하구 장림시장2길 64 (장림동)	49476	서포상회	20130319134724	I	2018-08-31 23:59:59.0	즉석판매제조가공업	379376.688929	177529.120024	즉석판매제조가공업	<NA>	<NA>	기타	기타	<NA>	<NA>	0	0	0	0	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>
21708	21709	즉석판매제조가공업	07_22_19_P	3310000	3310000-107-1997-00103	19970710	<NA>	3	폐업	2	폐업	20050228	<NA>	<NA>	<NA>	051 6347705	<NA>	608800	부산광역시 남구 감만동 34-138번지	<NA>	<NA>	예단떡방앗간	20081206104620	I	2018-08-31 23:59:59.0	즉석판매제조가공업	<NA>	<NA>	즉석판매제조가공업	<NA>	<NA>	주택가주변	자율	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>
14851	14852	즉석판매제조가공업	07_22_19_P	3260000	3260000-107-1985-00403	19851210	<NA>	3	폐업	2	폐업	19990512	<NA>	<NA>	<NA>	051 2554703	<NA>	602011	부산광역시 서구 충무동1가 34-18번지	<NA>	<NA>	고성상회	20080227102010	I	2018-08-31 23:59:59.0	즉석판매제조가공업	384600.386663	179185.19724	즉석판매제조가공업	<NA>	<NA>	기타	기타	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>
21027	21028	즉석판매제조가공업	07_22_19_P	3330000	3330000-107-2009-00064	20090326	<NA>	3	폐업	2	폐업	20131230	<NA>	<NA>	<NA>	<NA>	42.90	612840	부산광역시 해운대구 좌동 1331번지	부산광역시 해운대구 세실로 7 (좌동, 상록a분산상가102호)	48112	쿵더쿵	20111201104440	I	2018-08-31 23:59:59.0	즉석판매제조가공업	398616.713432	187388.675187	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2	임대	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>
13008	13009	즉석판매제조가공업	07_22_19_P	3330000	3330000-107-2001-00734	20010416	<NA>	3	폐업	2	폐업	20020326	<NA>	<NA>	<NA>	051 6666885	27.00	612810	부산광역시 해운대구 반여동 559-0번지 반여농산물고추마늘판 매장동 35호호	<NA>	<NA>	경북상회	20020612000000	I	2018-08-31 23:59:59.0	즉석판매제조가공업	393233.931123	192684.487638	즉석판매제조가공업	<NA>	<NA>	기타	기타	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>
18682	18683	즉석판매제조가공업	07_22_19_P	3400000	3400000-107-2018-00082	20180717	<NA>	3	폐업	2	폐업	20180819	<NA>	<NA>	<NA>	<NA>	<NA>	619912	부산광역시 기장군 일광면 삼성리 547-6번지 메가마트	부산광역시 기장군 일광면 기장대로 673, 메가마트	46048	주경식품	20180820041525	I	2018-08-31 23:59:59.0	즉석판매제조가공업	402168.434115	197304.623745	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>
2253	2254	즉석판매제조가공업	07_22_19_P	3290000	3290000-107-1998-00949	19980723	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 8661812	12.00	614851	부산광역시 부산진구 양정동 88-5번지	부산광역시 부산진구 양연로10번길 29 (양정동)	47218	동호상회	20190607110615	U	2019-06-09 02:40:00.0	즉석판매제조가공업	389202.524043	188079.804661	즉석판매제조가공업	<NA>	<NA>	기타	기타	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>
977	978	즉석판매제조가공업	07_22_19_P	3380000	3380000-107-2020-00030	20200327	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	42.00	613831	부산광역시 수영구 수영동 473-9번지	부산광역시 수영구 수미로 32-2, 1층 (수영동)	48224	따숲케이크	20200327153309	I	2020-03-29 00:23:21.0	즉석판매제조가공업	392531.881655	188101.803653	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	42.0	<NA>	<NA>	<NA>	<NA>

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Common Values

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ASCII

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