gimi9 Pandas Profiling

Dataset statistics

Number of variables	48
Number of observations	3625
Missing cells	37681
Missing cells (%)	21.7%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.4 MiB
Average record size in memory	413.0 B

Variable types

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

Dataset

Description	2021-06-01
Author	지방행정인허가공개데이터
URL	https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901050101123101

Alerts

`개방서비스명` has constant value ""	Constant
`개방서비스id` has constant value ""	Constant
`다중이용업소여부` has constant value ""	Constant
`업태구분명` is highly imbalanced (98.8%)	Imbalance
`위생업태명` is highly imbalanced (98.8%)	Imbalance
`남성종사자수` is highly imbalanced (65.7%)	Imbalance
`여성종사자수` is highly imbalanced (65.8%)	Imbalance
`영업장주변구분명` is highly imbalanced (71.1%)	Imbalance
`등급구분명` is highly imbalanced (52.9%)	Imbalance
`급수시설구분명` is highly imbalanced (68.9%)	Imbalance
`공장사무직종업원수` is highly imbalanced (55.9%)	Imbalance
`공장판매직종업원수` is highly imbalanced (55.4%)	Imbalance
`보증액` is highly imbalanced (73.2%)	Imbalance
`월세액` is highly imbalanced (73.2%)	Imbalance
`홈페이지` is highly imbalanced (99.6%)	Imbalance
`인허가취소일자` has 3625 (100.0%) missing values	Missing
`폐업일자` has 1036 (28.6%) missing values	Missing
`휴업시작일자` has 3625 (100.0%) missing values	Missing
`휴업종료일자` has 3625 (100.0%) missing values	Missing
`재개업일자` has 3625 (100.0%) missing values	Missing
`소재지전화` has 999 (27.6%) missing values	Missing
`소재지면적` has 1039 (28.7%) missing values	Missing
`도로명전체주소` has 1719 (47.4%) missing values	Missing
`도로명우편번호` has 1752 (48.3%) missing values	Missing
`좌표정보(x)` has 169 (4.7%) missing values	Missing
`좌표정보(y)` has 169 (4.7%) missing values	Missing
`총종업원수` has 3625 (100.0%) missing values	Missing
`공장생산직종업원수` has 1762 (48.6%) missing values	Missing
`전통업소지정번호` has 3625 (100.0%) missing values	Missing
`전통업소주된음식` has 3625 (100.0%) missing values	Missing
`Unnamed: 47` has 3625 (100.0%) missing values	Missing
`공장생산직종업원수` is highly skewed (γ1 = 43.1576837)	Skewed
`시설총규모` is highly skewed (γ1 = 28.60479873)	Skewed
`번호` has unique values	Unique
`관리번호` has unique values	Unique
`인허가취소일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`휴업시작일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`휴업종료일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`재개업일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`총종업원수` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`전통업소지정번호` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`전통업소주된음식` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`Unnamed: 47` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`공장생산직종업원수` has 1824 (50.3%) zeros	Zeros
`시설총규모` has 3376 (93.1%) zeros	Zeros

Reproduction

Analysis started	2024-04-18 02:30:35.846137
Analysis finished	2024-04-18 02:30:37.009673
Duration	1.16 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	3625
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1813

Minimum	1
Maximum	3625
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.0 KiB

Quantile statistics

Minimum	1
5-th percentile	182.2
Q1	907
median	1813
Q3	2719
95-th percentile	3443.8
Maximum	3625
Range	3624
Interquartile range (IQR)	1812

Descriptive statistics

Standard deviation	1046.5917
Coefficient of variation (CV)	0.57727065
Kurtosis	-1.2
Mean	1813
Median Absolute Deviation (MAD)	906
Skewness	0
Sum	6572125
Variance	1095354.2
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	< 0.1%
2436	1	< 0.1%
2410	1	< 0.1%
2411	1	< 0.1%
2412	1	< 0.1%
2413	1	< 0.1%
2414	1	< 0.1%
2415	1	< 0.1%
2416	1	< 0.1%
2417	1	< 0.1%
Other values (3615)	3615	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
3625	1	< 0.1%
3624	1	< 0.1%
3623	1	< 0.1%
3622	1	< 0.1%
3621	1	< 0.1%
3620	1	< 0.1%
3619	1	< 0.1%
3618	1	< 0.1%
3617	1	< 0.1%
3616	1	< 0.1%

개방서비스명
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.4 KiB

식품소분업	3625

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
식품소분업	3625	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
식품소분업	3625	100.0%

개방서비스id
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.4 KiB

07_22_08_P	3625

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
07_22_08_P	3625	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
07_22_08_p	3625	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	16
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3327804.1

Minimum	3250000
Maximum	3400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.0 KiB

Quantile statistics

Minimum	3250000
5-th percentile	3260000
Q1	3290000
median	3330000
Q3	3360000
95-th percentile	3400000
Maximum	3400000
Range	150000
Interquartile range (IQR)	70000

Descriptive statistics

Standard deviation	42277.599
Coefficient of variation (CV)	0.012704353
Kurtosis	-0.86810906
Mean	3327804.1
Median Absolute Deviation (MAD)	30000
Skewness	-0.030698942
Sum	1.206329 × 10¹⁰
Variance	1.7873954 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3340000	532	14.7%
3330000	389	10.7%
3290000	363	10.0%
3390000	285	7.9%
3300000	269	7.4%
3350000	233	6.4%
3400000	222	6.1%
3320000	202	5.6%
3270000	174	4.8%
3250000	170	4.7%
Other values (6)	786	21.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	170	4.7%
3260000	155	4.3%
3270000	174	4.8%
3280000	79	2.2%
3290000	363	10.0%
3300000	269	7.4%
3310000	152	4.2%
3320000	202	5.6%
3330000	389	10.7%
3340000	532	14.7%

Value	Count	Frequency (%)
3400000	222	6.1%
3390000	285	7.9%
3380000	129	3.6%
3370000	133	3.7%
3360000	138	3.8%
3350000	233	6.4%
3340000	532	14.7%
3330000	389	10.7%
3320000	202	5.6%
3310000	152	4.2%

관리번호
Text

UNIQUE

Distinct	3625
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	28.4 KiB

Length

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

Characters and Unicode

Total characters	79750
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	3625 ?
Unique (%)	100.0%

Sample

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

Value	Count	Frequency (%)
3300000-109-2011-00006	1	< 0.1%
3340000-109-2000-01037	1	< 0.1%
3340000-109-1999-00854	1	< 0.1%
3340000-109-2006-00019	1	< 0.1%
3340000-109-2000-00977	1	< 0.1%
3340000-109-2006-00020	1	< 0.1%
3340000-109-2013-00010	1	< 0.1%
3340000-109-2013-00011	1	< 0.1%
3340000-109-1999-00865	1	< 0.1%
3340000-109-1999-00899	1	< 0.1%
Other values (3615)	3615	99.7%

Most occurring characters

Value	Count	Frequency (%)
0	36429	45.7%
-	10875	13.6%
3	7392	9.3%
1	7132	8.9%
9	5853	7.3%
2	5613	7.0%
4	1707	2.1%
5	1333	1.7%
6	1244	1.6%
7	1127	1.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	68875	86.4%
Dash Punctuation	10875	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	36429	52.9%
3	7392	10.7%
1	7132	10.4%
9	5853	8.5%
2	5613	8.1%
4	1707	2.5%
5	1333	1.9%
6	1244	1.8%
7	1127	1.6%
8	1045	1.5%

Dash Punctuation

Value	Count	Frequency (%)
-	10875	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	79750	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	36429	45.7%
-	10875	13.6%
3	7392	9.3%
1	7132	8.9%
9	5853	7.3%
2	5613	7.0%
4	1707	2.1%
5	1333	1.7%
6	1244	1.6%
7	1127	1.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	79750	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	36429	45.7%
-	10875	13.6%
3	7392	9.3%
1	7132	8.9%
9	5853	7.3%
2	5613	7.0%
4	1707	2.1%
5	1333	1.7%
6	1244	1.6%
7	1127	1.4%

인허가일자
Real number (ℝ)

Distinct	2540
Distinct (%)	70.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20074005

Minimum	19780414
Maximum	20210429
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.0 KiB

Quantile statistics

Minimum	19780414
5-th percentile	19970443
Q1	20020605
median	20061110
Q3	20130506
95-th percentile	20191227
Maximum	20210429
Range	430015
Interquartile range (IQR)	109901

Descriptive statistics

Standard deviation	71933.671
Coefficient of variation (CV)	0.0035834241
Kurtosis	-0.26767556
Mean	20074005
Median Absolute Deviation (MAD)	50191
Skewness	-0.018472694
Sum	7.2768267 × 10¹⁰
Variance	5.1744531 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20000720	12	0.3%
20091016	10	0.3%
20051026	9	0.2%
20100111	7	0.2%
20030721	6	0.2%
20030926	6	0.2%
20100113	6	0.2%
20010704	6	0.2%
20110426	6	0.2%
20060424	6	0.2%
Other values (2530)	3551	98.0%

Minimum 10 values
Maximum 10 values

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

Value	Count	Frequency (%)
20210429	1	< 0.1%
20210426	1	< 0.1%
20210422	1	< 0.1%
20210420	1	< 0.1%
20210416	2	0.1%
20210415	1	< 0.1%
20210409	1	< 0.1%
20210408	1	< 0.1%
20210406	2	0.1%
20210401	1	< 0.1%

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3625
Missing (%)	100.0%
Memory size	32.0 KiB

영업상태구분코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.4 KiB

3	2589
1	1036

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
3	2589	71.4%
1	1036	28.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	2589	71.4%
1	1036	28.6%

영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.4 KiB

폐업	2589
영업/정상	1036

Length

Max length	5
Median length	2
Mean length	2.8573793
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	2589	71.4%
영업/정상	1036	28.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	2589	71.4%
영업/정상	1036	28.6%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.4 KiB

2	2589
1	1036

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
2	2589	71.4%
1	1036	28.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	2589	71.4%
1	1036	28.6%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.4 KiB

폐업	2589
영업	1036

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	2589	71.4%
영업	1036	28.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	2589	71.4%
영업	1036	28.6%

폐업일자
Real number (ℝ)

MISSING

Distinct	1798
Distinct (%)	69.4%
Missing	1036
Missing (%)	28.6%
Infinite	0
Infinite (%)	0.0%
Mean	20096529

Minimum	19900725
Maximum	20210421
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.0 KiB

Quantile statistics

Minimum	19900725
5-th percentile	20010608
Q1	20050914
median	20090615
Q3	20150119
95-th percentile	20200220
Maximum	20210421
Range	309696
Interquartile range (IQR)	99205

Descriptive statistics

Standard deviation	58721.453
Coefficient of variation (CV)	0.0029219699
Kurtosis	-0.77045684
Mean	20096529
Median Absolute Deviation (MAD)	40299
Skewness	0.14460639
Sum	5.2029914 × 10¹⁰
Variance	3.448209 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20100111	22	0.6%
20050614	19	0.5%
20100208	13	0.4%
20051102	10	0.3%
20050322	10	0.3%
20070820	9	0.2%
20060509	8	0.2%
20201006	8	0.2%
20201231	8	0.2%
20100318	7	0.2%
Other values (1788)	2475	68.3%
(Missing)	1036	28.6%

Minimum 10 values
Maximum 10 values

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

Value	Count	Frequency (%)
20210421	1	< 0.1%
20210416	1	< 0.1%
20210413	1	< 0.1%
20210408	1	< 0.1%
20210405	1	< 0.1%
20210401	1	< 0.1%
20210325	1	< 0.1%
20210322	1	< 0.1%
20210317	1	< 0.1%
20210310	1	< 0.1%

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3625
Missing (%)	100.0%
Memory size	32.0 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3625
Missing (%)	100.0%
Memory size	32.0 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3625
Missing (%)	100.0%
Memory size	32.0 KiB

소재지전화
Text

MISSING

Distinct	2044
Distinct (%)	77.8%
Missing	999
Missing (%)	27.6%
Memory size	28.4 KiB

Length

Max length	12
Median length	11
Mean length	10.511805
Min length	3

Characters and Unicode

Total characters	27604
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	1814 ?
Unique (%)	69.1%

Sample

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

Value	Count	Frequency (%)
051	2238	39.6%
070	56	1.0%
722	29	0.5%
055	18	0.3%
262	17	0.3%
724	14	0.2%
265	13	0.2%
266	11	0.2%
245	11	0.2%
261	10	0.2%
Other values (2247)	3240	57.3%

Most occurring characters

Value	Count	Frequency (%)
0	4801	17.4%
5	4250	15.4%
1	4074	14.8%
	3069	11.1%
2	2227	8.1%
6	1779	6.4%
3	1730	6.3%
7	1624	5.9%
8	1566	5.7%
4	1469	5.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	24535	88.9%
Space Separator	3069	11.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4801	19.6%
5	4250	17.3%
1	4074	16.6%
2	2227	9.1%
6	1779	7.3%
3	1730	7.1%
7	1624	6.6%
8	1566	6.4%
4	1469	6.0%
9	1015	4.1%

Space Separator

Value	Count	Frequency (%)
	3069	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	27604	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4801	17.4%
5	4250	15.4%
1	4074	14.8%
	3069	11.1%
2	2227	8.1%
6	1779	6.4%
3	1730	6.3%
7	1624	5.9%
8	1566	5.7%
4	1469	5.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	27604	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4801	17.4%
5	4250	15.4%
1	4074	14.8%
	3069	11.1%
2	2227	8.1%
6	1779	6.4%
3	1730	6.3%
7	1624	5.9%
8	1566	5.7%
4	1469	5.3%

소재지면적
Text

MISSING

Distinct	1401
Distinct (%)	54.2%
Missing	1039
Missing (%)	28.7%
Memory size	28.4 KiB

Length

Max length	9
Median length	5
Mean length	4.6887084
Min length	3

Characters and Unicode

Total characters	12125
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	1083 ?
Unique (%)	41.9%

Sample

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

Value	Count	Frequency (%)
00	114	4.4%
6.60	40	1.5%
6.00	40	1.5%
4.00	37	1.4%
3.00	36	1.4%
2.00	35	1.4%
10.00	33	1.3%
3.30	28	1.1%
5.00	25	1.0%
12.00	25	1.0%
Other values (1391)	2173	84.0%

Most occurring characters

Value	Count	Frequency (%)
0	2730	22.5%
.	2586	21.3%
1	1090	9.0%
2	1000	8.2%
6	761	6.3%
4	756	6.2%
3	751	6.2%
5	748	6.2%
8	653	5.4%
9	565	4.7%
Other values (2)	485	4.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	9529	78.6%
Other Punctuation	2596	21.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2730	28.6%
1	1090	11.4%
2	1000	10.5%
6	761	8.0%
4	756	7.9%
3	751	7.9%
5	748	7.8%
8	653	6.9%
9	565	5.9%
7	475	5.0%

Other Punctuation

Value	Count	Frequency (%)
.	2586	99.6%
,	10	0.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	12125	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2730	22.5%
.	2586	21.3%
1	1090	9.0%
2	1000	8.2%
6	761	6.3%
4	756	6.2%
3	751	6.2%
5	748	6.2%
8	653	5.4%
9	565	4.7%
Other values (2)	485	4.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	12125	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2730	22.5%
.	2586	21.3%
1	1090	9.0%
2	1000	8.2%
6	761	6.3%
4	756	6.2%
3	751	6.2%
5	748	6.2%
8	653	5.4%
9	565	4.7%
Other values (2)	485	4.0%

소재지우편번호
Real number (ℝ)

Distinct	645
Distinct (%)	18.0%
Missing	34
Missing (%)	0.9%
Infinite	0
Infinite (%)	0.0%
Mean	610565.89

Minimum	600011
Maximum	619953
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.0 KiB

Quantile statistics

Minimum	600011
5-th percentile	601707
Q1	604845
median	611807
Q3	614847
95-th percentile	619901
Maximum	619953
Range	19942
Interquartile range (IQR)	10002

Descriptive statistics

Standard deviation	5841.095
Coefficient of variation (CV)	0.0095666907
Kurtosis	-1.1627087
Mean	610565.89
Median Absolute Deviation (MAD)	5019
Skewness	-0.12377313
Sum	2.1925421 × 10⁹
Variance	34118390
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
602030	80	2.2%
604842	78	2.2%
614843	68	1.9%
617831	63	1.7%
619904	54	1.5%
601803	54	1.5%
604846	49	1.4%
607804	49	1.4%
604843	48	1.3%
612020	40	1.1%
Other values (635)	3008	83.0%

Minimum 10 values
Maximum 10 values

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

Value	Count	Frequency (%)
619953	1	< 0.1%
619952	4	0.1%
619951	9	0.2%
619913	5	0.1%
619912	11	0.3%
619911	5	0.1%
619906	20	0.6%
619905	18	0.5%
619904	54	1.5%
619903	30	0.8%

소재지전체주소
Text

Distinct	2799
Distinct (%)	77.3%
Missing	2
Missing (%)	0.1%
Memory size	28.4 KiB

Length

Max length	68
Median length	57
Mean length	24.811206
Min length	16

Characters and Unicode

Total characters	89891
Distinct characters	376
Distinct categories	11 ?
Distinct scripts	4 ?
Distinct blocks	3 ?

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

Unique

Unique	2469 ?
Unique (%)	68.1%

Sample

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

Value	Count	Frequency (%)
부산광역시	3624	21.4%
사하구	532	3.1%
해운대구	388	2.3%
부산진구	363	2.1%
사상구	285	1.7%
동래구	269	1.6%
금정구	233	1.4%
장림동	225	1.3%
기장군	222	1.3%
북구	202	1.2%
Other values (3245)	10616	62.6%

Most occurring characters

Value	Count	Frequency (%)
	13352	14.9%
부	4474	5.0%
산	4331	4.8%
동	4128	4.6%
1	3818	4.2%
지	3802	4.2%
시	3754	4.2%
광	3699	4.1%
역	3631	4.0%
구	3528	3.9%
Other values (366)	41374	46.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	55252	61.5%
Decimal Number	17305	19.3%
Space Separator	13352	14.9%
Dash Punctuation	3053	3.4%
Uppercase Letter	311	0.3%
Close Punctuation	220	0.2%
Open Punctuation	220	0.2%
Other Punctuation	173	0.2%
Lowercase Letter	3	< 0.1%
Modifier Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
부	4474	8.1%
산	4331	7.8%
동	4128	7.5%
지	3802	6.9%
시	3754	6.8%
광	3699	6.7%
역	3631	6.6%
구	3528	6.4%
번	3339	6.0%
사	888	1.6%
Other values (328)	19678	35.6%

Uppercase Letter

Value	Count	Frequency (%)
B	130	41.8%
T	89	28.6%
G	26	8.4%
A	25	8.0%
S	21	6.8%
L	8	2.6%
E	3	1.0%
K	2	0.6%
M	1	0.3%
O	1	0.3%
Other values (5)	5	1.6%

Decimal Number

Value	Count	Frequency (%)
1	3818	22.1%
2	2341	13.5%
3	1878	10.9%
5	1708	9.9%
4	1489	8.6%
6	1420	8.2%
0	1417	8.2%
7	1260	7.3%
8	1024	5.9%
9	950	5.5%

Other Punctuation

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

Lowercase Letter

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

Space Separator

Value	Count	Frequency (%)
	13352	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3053	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	220	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	220	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	1	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	55251	61.5%
Common	34325	38.2%
Latin	314	0.3%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	4474	8.1%
산	4331	7.8%
동	4128	7.5%
지	3802	6.9%
시	3754	6.8%
광	3699	6.7%
역	3631	6.6%
구	3528	6.4%
번	3339	6.0%
사	888	1.6%
Other values (327)	19677	35.6%

Common

Value	Count	Frequency (%)
	13352	38.9%
1	3818	11.1%
-	3053	8.9%
2	2341	6.8%
3	1878	5.5%
5	1708	5.0%
4	1489	4.3%
6	1420	4.1%
0	1417	4.1%
7	1260	3.7%
Other values (10)	2589	7.5%

Latin

Value	Count	Frequency (%)
B	130	41.4%
T	89	28.3%
G	26	8.3%
A	25	8.0%
S	21	6.7%
L	8	2.5%
E	3	1.0%
K	2	0.6%
M	1	0.3%
O	1	0.3%
Other values (8)	8	2.5%

Han

Value	Count	Frequency (%)
內	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	55251	61.5%
ASCII	34639	38.5%
CJK	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	13352	38.5%
1	3818	11.0%
-	3053	8.8%
2	2341	6.8%
3	1878	5.4%
5	1708	4.9%
4	1489	4.3%
6	1420	4.1%
0	1417	4.1%
7	1260	3.6%
Other values (28)	2903	8.4%

Hangul

Value	Count	Frequency (%)
부	4474	8.1%
산	4331	7.8%
동	4128	7.5%
지	3802	6.9%
시	3754	6.8%
광	3699	6.7%
역	3631	6.6%
구	3528	6.4%
번	3339	6.0%
사	888	1.6%
Other values (327)	19677	35.6%

CJK

Value	Count	Frequency (%)
內	1	100.0%

도로명전체주소
Text

MISSING

Distinct	1770
Distinct (%)	92.9%
Missing	1719
Missing (%)	47.4%
Memory size	28.4 KiB

Length

Max length	75
Median length	55
Mean length	31.208814
Min length	19

Characters and Unicode

Total characters	59484
Distinct characters	399
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	1676 ?
Unique (%)	87.9%

Sample

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

Value	Count	Frequency (%)
부산광역시	1907	16.7%
1층	386	3.4%
사하구	308	2.7%
해운대구	197	1.7%
부산진구	172	1.5%
기장군	168	1.5%
2층	152	1.3%
사상구	147	1.3%
장림동	118	1.0%
금정구	115	1.0%
Other values (2263)	7773	67.9%

Most occurring characters

Value	Count	Frequency (%)
	9542	16.0%
1	2453	4.1%
산	2430	4.1%
부	2401	4.0%
동	2302	3.9%
시	2123	3.6%
광	1979	3.3%
역	1912	3.2%
구	1861	3.1%
로	1825	3.1%
Other values (389)	30656	51.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	35153	59.1%
Space Separator	9542	16.0%
Decimal Number	9262	15.6%
Close Punctuation	1818	3.1%
Open Punctuation	1818	3.1%
Other Punctuation	1465	2.5%
Dash Punctuation	303	0.5%
Uppercase Letter	110	0.2%
Math Symbol	10	< 0.1%
Lowercase Letter	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
산	2430	6.9%
부	2401	6.8%
동	2302	6.5%
시	2123	6.0%
광	1979	5.6%
역	1912	5.4%
구	1861	5.3%
로	1825	5.2%
길	947	2.7%
번	869	2.5%
Other values (350)	16504	46.9%

Uppercase Letter

Value	Count	Frequency (%)
B	47	42.7%
A	36	32.7%
C	5	4.5%
S	4	3.6%
G	4	3.6%
K	2	1.8%
E	2	1.8%
O	1	0.9%
T	1	0.9%
Q	1	0.9%
Other values (7)	7	6.4%

Decimal Number

Value	Count	Frequency (%)
1	2453	26.5%
2	1393	15.0%
3	959	10.4%
4	803	8.7%
5	802	8.7%
0	690	7.4%
6	667	7.2%
7	611	6.6%
9	479	5.2%
8	405	4.4%

Other Punctuation

Value	Count	Frequency (%)
,	1458	99.5%
.	3	0.2%
@	3	0.2%
/	1	0.1%

Lowercase Letter

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

Space Separator

Value	Count	Frequency (%)
	9542	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1818	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1818	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	303	100.0%

Math Symbol

Value	Count	Frequency (%)
~	10	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	35153	59.1%
Common	24218	40.7%
Latin	113	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
산	2430	6.9%
부	2401	6.8%
동	2302	6.5%
시	2123	6.0%
광	1979	5.6%
역	1912	5.4%
구	1861	5.3%
로	1825	5.2%
길	947	2.7%
번	869	2.5%
Other values (350)	16504	46.9%

Latin

Value	Count	Frequency (%)
B	47	41.6%
A	36	31.9%
C	5	4.4%
S	4	3.5%
G	4	3.5%
K	2	1.8%
E	2	1.8%
O	1	0.9%
T	1	0.9%
s	1	0.9%
Other values (10)	10	8.8%

Common

Value	Count	Frequency (%)
	9542	39.4%
1	2453	10.1%
)	1818	7.5%
(	1818	7.5%
,	1458	6.0%
2	1393	5.8%
3	959	4.0%
4	803	3.3%
5	802	3.3%
0	690	2.8%
Other values (9)	2482	10.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	35153	59.1%
ASCII	24331	40.9%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	9542	39.2%
1	2453	10.1%
)	1818	7.5%
(	1818	7.5%
,	1458	6.0%
2	1393	5.7%
3	959	3.9%
4	803	3.3%
5	802	3.3%
0	690	2.8%
Other values (29)	2595	10.7%

Hangul

Value	Count	Frequency (%)
산	2430	6.9%
부	2401	6.8%
동	2302	6.5%
시	2123	6.0%
광	1979	5.6%
역	1912	5.4%
구	1861	5.3%
로	1825	5.2%
길	947	2.7%
번	869	2.5%
Other values (350)	16504	46.9%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	762
Distinct (%)	40.7%
Missing	1752
Missing (%)	48.3%
Infinite	0
Infinite (%)	0.0%
Mean	47867.588

Minimum	46002
Maximum	49526
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.0 KiB

Quantile statistics

Minimum	46002
5-th percentile	46067.6
Q1	46926
median	48014
Q3	48984
95-th percentile	49478
Maximum	49526
Range	3524
Interquartile range (IQR)	2058

Descriptive statistics

Standard deviation	1159.4501
Coefficient of variation (CV)	0.024222028
Kurtosis	-1.3344471
Mean	47867.588
Median Absolute Deviation (MAD)	1032
Skewness	-0.042331824
Sum	89655992
Variance	1344324.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
49277	53	1.5%
46079	41	1.1%
47032	36	1.0%
49478	34	0.9%
48984	31	0.9%
47252	28	0.8%
48737	28	0.8%
48031	24	0.7%
48983	22	0.6%
47251	17	0.5%
Other values (752)	1559	43.0%
(Missing)	1752	48.3%

Minimum 10 values
Maximum 10 values

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

Value	Count	Frequency (%)
49526	16	0.4%
49525	1	< 0.1%
49523	1	< 0.1%
49522	1	< 0.1%
49520	3	0.1%
49519	6	0.2%
49514	1	< 0.1%
49511	4	0.1%
49507	1	< 0.1%
49503	3	0.1%

사업장명
Text

Distinct	2691
Distinct (%)	74.2%
Missing	0
Missing (%)	0.0%
Memory size	28.4 KiB

Length

Max length	36
Median length	30
Mean length	5.9216552
Min length	2

Characters and Unicode

Total characters	21466
Distinct characters	631
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

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

Unique

Unique	2300 ?
Unique (%)	63.4%

Sample

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

Value	Count	Frequency (%)
주식회사	87	2.2%
주)두루찬	31	0.8%
영우유통	31	0.8%
진경식품	29	0.7%
개미농특산	27	0.7%
우리농수산	22	0.6%
현식품	20	0.5%
남해식품	18	0.5%
하복식품	18	0.5%
주)서원유통	18	0.5%
Other values (2796)	3696	92.5%

Most occurring characters

Value	Count	Frequency (%)
주	953	4.4%
)	878	4.1%
식	859	4.0%
(	854	4.0%
품	742	3.5%
산	498	2.3%
통	425	2.0%
유	404	1.9%
마	403	1.9%
트	391	1.8%
Other values (621)	15059	70.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	18940	88.2%
Close Punctuation	878	4.1%
Open Punctuation	854	4.0%
Space Separator	373	1.7%
Uppercase Letter	265	1.2%
Decimal Number	68	0.3%
Lowercase Letter	49	0.2%
Other Punctuation	35	0.2%
Dash Punctuation	3	< 0.1%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	953	5.0%
식	859	4.5%
품	742	3.9%
산	498	2.6%
통	425	2.2%
유	404	2.1%
마	403	2.1%
트	391	2.1%
이	323	1.7%
스	320	1.7%
Other values (559)	13622	71.9%

Uppercase Letter

Value	Count	Frequency (%)
F	30	11.3%
O	29	10.9%
S	17	6.4%
A	16	6.0%
C	16	6.0%
G	16	6.0%
N	15	5.7%
D	15	5.7%
E	13	4.9%
M	12	4.5%
Other values (15)	86	32.5%

Lowercase Letter

Value	Count	Frequency (%)
a	8	16.3%
n	7	14.3%
r	5	10.2%
s	5	10.2%
m	4	8.2%
e	4	8.2%
i	3	6.1%
t	2	4.1%
d	2	4.1%
o	2	4.1%
Other values (7)	7	14.3%

Decimal Number

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

Other Punctuation

Value	Count	Frequency (%)
.	14	40.0%
&	13	37.1%
,	6	17.1%
·	1	2.9%
'	1	2.9%

Close Punctuation

Value	Count	Frequency (%)
)	878	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	854	100.0%

Space Separator

Value	Count	Frequency (%)
	373	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3	100.0%

Math Symbol

Value	Count	Frequency (%)
+	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	18940	88.2%
Common	2212	10.3%
Latin	314	1.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	953	5.0%
식	859	4.5%
품	742	3.9%
산	498	2.6%
통	425	2.2%
유	404	2.1%
마	403	2.1%
트	391	2.1%
이	323	1.7%
스	320	1.7%
Other values (559)	13622	71.9%

Latin

Value	Count	Frequency (%)
F	30	9.6%
O	29	9.2%
S	17	5.4%
A	16	5.1%
C	16	5.1%
G	16	5.1%
N	15	4.8%
D	15	4.8%
E	13	4.1%
M	12	3.8%
Other values (32)	135	43.0%

Common

Value	Count	Frequency (%)
)	878	39.7%
(	854	38.6%
	373	16.9%
2	19	0.9%
3	15	0.7%
.	14	0.6%
&	13	0.6%
1	12	0.5%
8	6	0.3%
,	6	0.3%
Other values (10)	22	1.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	18940	88.2%
ASCII	2525	11.8%
None	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
주	953	5.0%
식	859	4.5%
품	742	3.9%
산	498	2.6%
통	425	2.2%
유	404	2.1%
마	403	2.1%
트	391	2.1%
이	323	1.7%
스	320	1.7%
Other values (559)	13622	71.9%

ASCII

Value	Count	Frequency (%)
)	878	34.8%
(	854	33.8%
	373	14.8%
F	30	1.2%
O	29	1.1%
2	19	0.8%
S	17	0.7%
A	16	0.6%
C	16	0.6%
G	16	0.6%
Other values (51)	277	11.0%

None

Value	Count	Frequency (%)
·	1	100.0%

최종수정시점
Real number (ℝ)

Distinct	2936
Distinct (%)	81.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0108009 × 10¹³

Minimum	1.9990315 × 10¹³
Maximum	2.021043 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.0 KiB

Quantile statistics

Minimum	1.9990315 × 10¹³
5-th percentile	2.0011121 × 10¹³
Q1	2.0050429 × 10¹³
median	2.0101027 × 10¹³
Q3	2.0171113 × 10¹³
95-th percentile	2.0201104 × 10¹³
Maximum	2.021043 × 10¹³
Range	2.2011517 × 10¹¹
Interquartile range (IQR)	1.2068412 × 10¹¹

Descriptive statistics

Standard deviation	6.590381 × 10¹⁰
Coefficient of variation (CV)	0.0032774906
Kurtosis	-1.4027785
Mean	2.0108009 × 10¹³
Median Absolute Deviation (MAD)	6.0313144 × 10¹⁰
Skewness	0.053463169
Sum	7.2891532 × 10¹⁶
Variance	4.3433122 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20010731000000	48	1.3%
20020612000000	32	0.9%
20020227000000	31	0.9%
20020805000000	31	0.9%
20020305000000	29	0.8%
20010728000000	24	0.7%
20040618000000	22	0.6%
20020214000000	21	0.6%
20020823000000	16	0.4%
20010510000000	14	0.4%
Other values (2926)	3357	92.6%

Minimum 10 values
Maximum 10 values

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

Value	Count	Frequency (%)
20210430170503	1	< 0.1%
20210430145652	1	< 0.1%
20210429175803	1	< 0.1%
20210429175226	1	< 0.1%
20210429113223	1	< 0.1%
20210428132353	1	< 0.1%
20210427145906	1	< 0.1%
20210426171358	1	< 0.1%
20210426143803	1	< 0.1%
20210421180137	1	< 0.1%

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.4 KiB

I	3020
U	605

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
I	3020	83.3%
U	605	16.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	3020	83.3%
u	605	16.7%

데이터갱신일자
Date

Distinct	479
Distinct (%)	13.2%
Missing	0
Missing (%)	0.0%
Memory size	28.4 KiB

Minimum	2018-08-31 23:59:59
Maximum	2021-05-02 02:40:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.4 KiB

식품소분업	3621
<NA>	4

Length

Max length	5
Median length	5
Mean length	4.9988966
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
식품소분업	3621	99.9%
<NA>	4	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
식품소분업	3621	99.9%
na	4	0.1%

좌표정보(x)
Real number (ℝ)

MISSING

Distinct	1982
Distinct (%)	57.3%
Missing	169
Missing (%)	4.7%
Infinite	0
Infinite (%)	0.0%
Mean	387274.73

Minimum	364927.7
Maximum	407820.17
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.0 KiB

Quantile statistics

Minimum	364927.7
5-th percentile	378648.94
Q1	382216.09
median	387531.12
Q3	391320.27
95-th percentile	401173.52
Maximum	407820.17
Range	42892.471
Interquartile range (IQR)	9104.176

Descriptive statistics

Standard deviation	6519.8573
Coefficient of variation (CV)	0.016835225
Kurtosis	0.14840176
Mean	387274.73
Median Absolute Deviation (MAD)	4540.6057
Skewness	0.34281761
Sum	1.3384215 × 10⁹
Variance	42508539
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
387539.767677801	53	1.5%
387271.299492377	49	1.4%
389097.800933845	46	1.3%
389455.109101676	43	1.2%
390319.153766629	37	1.0%
387564.611330896	36	1.0%
393233.931123062	34	0.9%
383449.669961635	33	0.9%
382983.91775577	32	0.9%
379321.651090423	29	0.8%
Other values (1972)	3064	84.5%
(Missing)	169	4.7%

Minimum 10 values
Maximum 10 values

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

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

좌표정보(y)
Real number (ℝ)

MISSING

Distinct	1981
Distinct (%)	57.3%
Missing	169
Missing (%)	4.7%
Infinite	0
Infinite (%)	0.0%
Mean	186460.01

Minimum	170813.58
Maximum	211459
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.0 KiB

Quantile statistics

Minimum	170813.58
5-th percentile	176318.94
Q1	180223.02
median	186667.51
Q3	191546.27
95-th percentile	196546.2
Maximum	211459
Range	40645.417
Interquartile range (IQR)	11323.246

Descriptive statistics

Standard deviation	6656.5462
Coefficient of variation (CV)	0.035699591
Kurtosis	-0.41605691
Mean	186460.01
Median Absolute Deviation (MAD)	5302.3592
Skewness	0.18250306
Sum	6.444058 × 10⁸
Variance	44309608
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
184402.96650913	53	1.5%
186099.137533193	49	1.4%
192260.811648263	46	1.3%
191427.549247975	43	1.2%
195305.783615849	37	1.0%
183837.166587761	36	1.0%
192684.487637586	34	0.9%
174683.069423816	33	0.9%
196375.470354374	32	0.9%
183030.975769364	29	0.8%
Other values (1971)	3064	84.5%
(Missing)	169	4.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
170813.584718477	1	< 0.1%
173969.719902491	1	< 0.1%
174209.665999624	1	< 0.1%
174211.496764498	1	< 0.1%
174289.976688419	1	< 0.1%
174353.431844675	1	< 0.1%
174415.425547526	7	0.2%
174419.270504403	1	< 0.1%
174422.347875421	1	< 0.1%
174428.418993288	2	0.1%

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

위생업태명
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.4 KiB

식품소분업	3621
<NA>	4

Length

Max length	5
Median length	5
Mean length	4.9988966
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
식품소분업	3621	99.9%
<NA>	4	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
식품소분업	3621	99.9%
na	4	0.1%

남성종사자수
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.4 KiB

<NA>	3194
0	422
1	9

Length

Max length	4
Median length	4
Mean length	3.6433103
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>	3194	88.1%
0	422	11.6%
1	9	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3194	88.1%
0	422	11.6%
1	9	0.2%

여성종사자수
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.4 KiB

<NA>	3194
0	423
1	8

Length

Max length	4
Median length	4
Mean length	3.6433103
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>	3194	88.1%
0	423	11.7%
1	8	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3194	88.1%
0	423	11.7%
1	8	0.2%

영업장주변구분명
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	28.4 KiB

<NA>	2954
기타	644
주택가주변	15
아파트지역	7
학교정화(상대)	4

Length

Max length	8
Median length	4
Mean length	3.6562759
Min length	2

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	2954	81.5%
기타	644	17.8%
주택가주변	15	0.4%
아파트지역	7	0.2%
학교정화(상대)	4	0.1%
유흥업소밀집지역	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2954	81.5%
기타	644	17.8%
주택가주변	15	0.4%
아파트지역	7	0.2%
학교정화(상대	4	0.1%
유흥업소밀집지역	1	< 0.1%

등급구분명
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.4 KiB

<NA>	2954
기타	636
자율	35

Length

Max length	4
Median length	4
Mean length	3.6297931
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>	2954	81.5%
기타	636	17.5%
자율	35	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2954	81.5%
기타	636	17.5%
자율	35	1.0%

급수시설구분명
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.4 KiB

<NA>	3079
상수도전용	542
간이상수도	3
지하수전용	1

Length

Max length	5
Median length	4
Mean length	4.1506207
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>	3079	84.9%
상수도전용	542	15.0%
간이상수도	3	0.1%
지하수전용	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3079	84.9%
상수도전용	542	15.0%
간이상수도	3	0.1%
지하수전용	1	< 0.1%

총종업원수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3625
Missing (%)	100.0%
Memory size	32.0 KiB

본사종업원수
Categorical

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.4 KiB

0	1854
<NA>	1768
1	2
3	1

Length

Max length	4
Median length	1
Mean length	2.4631724
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
0	1854	51.1%
<NA>	1768	48.8%
1	2	0.1%
3	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1854	51.1%
na	1768	48.8%
1	2	0.1%
3	1	< 0.1%

공장사무직종업원수
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.4 KiB

0	1849
<NA>	1767
1	7
3	1
2	1

Length

Max length	4
Median length	1
Mean length	2.4623448
Min length	1

Unique

Unique	2 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
0	1849	51.0%
<NA>	1767	48.7%
1	7	0.2%
3	1	< 0.1%
2	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1849	51.0%
na	1767	48.7%
1	7	0.2%
3	1	< 0.1%
2	1	< 0.1%

공장판매직종업원수
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.4 KiB

0	1845
<NA>	1766
1	10
2	3
3	1

Length

Max length	4
Median length	1
Mean length	2.4615172
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
0	1845	50.9%
<NA>	1766	48.7%
1	10	0.3%
2	3	0.1%
3	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1845	50.9%
na	1766	48.7%
1	10	0.3%
2	3	0.1%
3	1	< 0.1%

공장생산직종업원수
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	7
Distinct (%)	0.4%
Missing	1762
Missing (%)	48.6%
Infinite	0
Infinite (%)	0.0%
Mean	0.65646806

Minimum	0
Maximum	1170
Zeros	1824
Zeros (%)	50.3%
Negative	0
Negative (%)	0.0%
Memory size	32.0 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	27.10722
Coefficient of variation (CV)	41.292519
Kurtosis	1862.7232
Mean	0.65646806
Median Absolute Deviation (MAD)	0
Skewness	43.157684
Sum	1223
Variance	734.80136
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	1824	50.3%
1	29	0.8%
2	6	0.2%
4	1	< 0.1%
1170	1	< 0.1%
5	1	< 0.1%
3	1	< 0.1%
(Missing)	1762	48.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1824	50.3%
1	29	0.8%
2	6	0.2%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
1170	1	< 0.1%

Value	Count	Frequency (%)
1170	1	< 0.1%
5	1	< 0.1%
4	1	< 0.1%
3	1	< 0.1%
2	6	0.2%
1	29	0.8%
0	1824	50.3%

건물소유구분명
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.4 KiB

<NA>	2754
자가	555
임대	316

Length

Max length	4
Median length	4
Mean length	3.5194483
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>	2754	76.0%
자가	555	15.3%
임대	316	8.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	2754	76.0%
자가	555	15.3%
임대	316	8.7%

보증액
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.4 KiB

<NA>	3459
0	166

Length

Max length	4
Median length	4
Mean length	3.8626207
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>	3459	95.4%
0	166	4.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3459	95.4%
0	166	4.6%

월세액
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.4 KiB

<NA>	3459
0	166

Length

Max length	4
Median length	4
Mean length	3.8626207
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>	3459	95.4%
0	166	4.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3459	95.4%
0	166	4.6%

다중이용업소여부
Boolean

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 KiB

False	3625

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	3625	100.0%

시설총규모
Real number (ℝ)

SKEWED ZEROS

Distinct	187
Distinct (%)	5.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.5522703

Minimum	0
Maximum	1011.02
Zeros	3376
Zeros (%)	93.1%
Negative	0
Negative (%)	0.0%
Memory size	32.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	6.16
Maximum	1011.02
Range	1011.02
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	22.319926
Coefficient of variation (CV)	8.745126
Kurtosis	1178.7392
Mean	2.5522703
Median Absolute Deviation (MAD)	0
Skewness	28.604799
Sum	9251.98
Variance	498.17909
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	3376	93.1%
4.0	8	0.2%
10.0	7	0.2%
6.6	7	0.2%
9.9	6	0.2%
3.0	5	0.1%
3.3	4	0.1%
16.5	4	0.1%
33.0	4	0.1%
7.0	3	0.1%
Other values (177)	201	5.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	3376	93.1%
0.58	1	< 0.1%
1.0	1	< 0.1%
1.17	2	0.1%
1.44	1	< 0.1%
1.51	1	< 0.1%
1.6	1	< 0.1%
1.7	2	0.1%
1.95	1	< 0.1%
2.0	1	< 0.1%

Value	Count	Frequency (%)
1011.02	1	< 0.1%
319.5	1	< 0.1%
246.24	1	< 0.1%
238.33	1	< 0.1%
226.98	1	< 0.1%
194.7	1	< 0.1%
175.0	1	< 0.1%
174.89	1	< 0.1%
172.55	1	< 0.1%
165.03	1	< 0.1%

전통업소지정번호
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3625
Missing (%)	100.0%
Memory size	32.0 KiB

전통업소주된음식
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3625
Missing (%)	100.0%
Memory size	32.0 KiB

홈페이지
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	28.4 KiB

<NA>	3624
8	1

Length

Max length	4
Median length	4
Mean length	3.9991724
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>	3624	> 99.9%
8	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3624	> 99.9%
8	1	< 0.1%

Unnamed: 47
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3625
Missing (%)	100.0%
Memory size	32.0 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
0	1	식품소분업	07_22_08_P	3300000	3300000-109-2011-00006	20110223	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	21.53	607821	부산광역시 동래구 사직동 114-46번지	부산광역시 동래구 아시아드대로114번길 28-1, 1층 (사직동)	47845	부성상사	20180920095551	U	2018-09-20 23:59:59.0	식품소분업	392206.237892	190039.60345	식품소분업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	0	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
1	2	식품소분업	07_22_08_P	3300000	3300000-109-2014-00006	20140811	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 531 8282	29.50	607825	부산광역시 동래구 안락동 243-57번지 1층	부산광역시 동래구 안남로 112, 1층 (안락동)	47900	더월마트	20140811114122	I	2018-08-31 23:59:59.0	식품소분업	391562.200354	190165.951521	식품소분업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
2	3	식품소분업	07_22_08_P	3300000	3300000-109-2014-00007	20141007	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 529 5005	8.00	607827	부산광역시 동래구 안락동 425-4번지 1층	부산광역시 동래구 안락로 14, 1층 (안락동)	47786	탑플러스마트	20141007153821	I	2018-08-31 23:59:59.0	식품소분업	391050.74744	191065.280568	식품소분업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
3	4	식품소분업	07_22_08_P	3300000	3300000-109-2017-00004	20170830	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0515015810	10.00	607815	부산광역시 동래구 사직동 28-9번지	부산광역시 동래구 사직북로33번길 34, 1층 (사직동)	47860	(주)서원유통탑마트사직점	20170901112355	I	2018-08-31 23:59:59.0	식품소분업	387382.806313	190792.095628	식품소분업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	0	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
4	5	식품소분업	07_22_08_P	3300000	3300000-109-2017-00005	20171206	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	9.20	607804	부산광역시 동래구 명륜동 515-43번지	부산광역시 동래구 충렬대로182번가길 26, 1층 (명륜동)	47815	찡오언니	20180102101523	I	2018-08-31 23:59:59.0	식품소분업	389358.8991	191229.69749	식품소분업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	0	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
5	6	식품소분업	07_22_08_P	3380000	3380000-109-2015-00004	20150518	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 756 9991	55.50	613804	부산광역시 수영구 광안동 151-23번지	부산광역시 수영구 광안로 37, 1,2층 (광안동)	48296	농축산마트	20151203160903	I	2018-08-31 23:59:59.0	식품소분업	392776.170928	186106.557382	식품소분업	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	0	0	0	0	자가	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
6	7	식품소분업	07_22_08_P	3380000	3380000-109-2010-00001	20100223	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 751 1600	16.00	613828	부산광역시 수영구 민락동 35-8번지	부산광역시 수영구 광안해변로277번길 18 (민락동)	48287	(주)자이마트	20110930170550	I	2018-08-31 23:59:59.0	식품소분업	393508.751358	186240.494914	식품소분업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	0	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
7	8	식품소분업	07_22_08_P	3300000	3300000-109-2017-00006	20171218	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0515218253	16.00	607830	부산광역시 동래구 안락동 603-1번지 안락시장상가아파트	부산광역시 동래구 충렬대로410번길 21, 19호 (안락동, 안락시장상가아파트)	47890	창대식품	20180102103939	I	2018-08-31 23:59:59.0	식품소분업	391486.787091	190515.879939	식품소분업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	0	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
8	9	식품소분업	07_22_08_P	3300000	3300000-109-2018-00002	20180517	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	0515557200	15.40	607802	부산광역시 동래구 명륜동 9-2번지	부산광역시 동래구 시실로24번길 5, 1층 (명륜동)	47744	지마트 명륜점	20180530173644	I	2018-08-31 23:59:59.0	식품소분업	389897.081046	192781.060821	식품소분업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	0	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
9	10	식품소분업	07_22_08_P	3300000	3300000-109-2018-00003	20180704	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	<NA>	8.90	607829	부산광역시 동래구 안락동 434-2번지	부산광역시 동래구 안연로110번길 8, 지하1층 (안락동)	47889	푸드스트라이크	20180706134535	I	2018-08-31 23:59:59.0	식품소분업	391027.793724	190638.704229	식품소분업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	0	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>

	번호	개방서비스명	개방서비스id	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태구분코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	소재지전화	소재지면적	소재지우편번호	소재지전체주소	도로명전체주소	도로명우편번호	사업장명	최종수정시점	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(x)	좌표정보(y)	위생업태명	남성종사자수	여성종사자수	영업장주변구분명	등급구분명	급수시설구분명	총종업원수	본사종업원수	공장사무직종업원수	공장판매직종업원수	공장생산직종업원수	건물소유구분명	보증액	월세액	다중이용업소여부	시설총규모	전통업소지정번호	전통업소주된음식	홈페이지	Unnamed: 47
3615	3616	식품소분업	07_22_08_P	3330000	3330000-109-2013-00005	20131113	<NA>	3	폐업	2	폐업	20150427	<NA>	<NA>	<NA>	<NA>	10.14	612809	부산광역시 해운대구 반여동 232-3번지 1층 일부	부산광역시 해운대구 선수촌로208번길 87 (반여동, 1층 일부)	48033	안선	20140417104417	I	2018-08-31 23:59:59.0	식품소분업	393818.650605	192435.131519	식품소분업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	자가	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>
3616	3617	식품소분업	07_22_08_P	3330000	3330000-109-2014-00003	20140331	<NA>	3	폐업	2	폐업	20141219	<NA>	<NA>	<NA>	051 723 0235	9.86	612809	부산광역시 해운대구 반여동 910-1번지	부산광역시 해운대구 선수촌로 164-10 (반여동)	48034	(주)풍년방	20140415172558	I	2018-08-31 23:59:59.0	식품소분업	393256.407763	191848.772596	식품소분업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	자가	<NA>	<NA>	N	4.55	<NA>	<NA>	<NA>	<NA>
3617	3618	식품소분업	07_22_08_P	3330000	3330000-109-2014-00004	20140503	<NA>	3	폐업	2	폐업	20150722	<NA>	<NA>	<NA>	<NA>	31.00	612020	부산광역시 해운대구 우동 1495번지 신세계백화점 지하1층 일부	부산광역시 해운대구 센텀남대로 35 (우동, 신세계백화점 지하1층 일부)	48058	샘골잣집	20140624092103	I	2018-08-31 23:59:59.0	식품소분업	393952.264486	187602.933161	식품소분업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>
3618	3619	식품소분업	07_22_08_P	3330000	3330000-109-2014-00005	20141223	<NA>	3	폐업	2	폐업	20171018	<NA>	<NA>	<NA>	<NA>	9.87	612809	부산광역시 해운대구 반여동 910-1번지	부산광역시 해운대구 선수촌로 164-10 (반여동)	48034	(주)풍년방	20171018110811	I	2018-08-31 23:59:59.0	식품소분업	393256.407763	191848.772596	식품소분업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>
3619	3620	식품소분업	07_22_08_P	3400000	3400000-109-2018-00012	20181228	<NA>	3	폐업	2	폐업	20200716	<NA>	<NA>	<NA>	<NA>	19.20	619873	부산광역시 기장군 철마면 송정리 363-12	부산광역시 기장군 철마면 철마삼동로 58, 1층	46002	동우유통	20200716161337	U	2020-09-16 02:40:00.0	식품소분업	392275.996065	203203.409705	식품소분업	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	자가	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>
3620	3621	식품소분업	07_22_08_P	3360000	3360000-109-2019-00001	20190104	<NA>	3	폐업	2	폐업	20190620	<NA>	<NA>	<NA>	051 337 2578	16.12	618800	부산광역시 강서구 강동동 107-8번지	부산광역시 강서구 낙동북로43번길 38-16, 일부 (강동동)	46705	(주)현백	20190620140333	U	2019-06-22 02:40:00.0	식품소분업	376268.26048	192826.372166	식품소분업	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	자가	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>
3621	3622	식품소분업	07_22_08_P	3400000	3400000-109-2018-00009	20181128	<NA>	3	폐업	2	폐업	20210225	<NA>	<NA>	<NA>	<NA>	10.60	619871	부산광역시 기장군 철마면 고촌리 219-1	부산광역시 기장군 철마면 고촌로34번길 23, 1층	46051	에스제이푸드	20210225134829	U	2021-02-27 02:40:00.0	식품소분업	397527.134092	195719.282769	식품소분업	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	임대	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>
3622	3623	식품소분업	07_22_08_P	3350000	3350000-109-2018-00007	20181120	<NA>	3	폐업	2	폐업	20200320	<NA>	<NA>	<NA>	<NA>	6.60	609801	부산광역시 금정구 구서동 167-9번지	부산광역시 금정구 중앙대로1945번길 21, 1층 (구서동)	46230	우영이네	20200320143835	U	2020-03-22 02:40:00.0	식품소분업	390137.078464	197397.134893	식품소분업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	자가	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>
3623	3624	식품소분업	07_22_08_P	3300000	3300000-109-2020-00004	20201214	<NA>	3	폐업	2	폐업	20201228	<NA>	<NA>	<NA>	<NA>	<NA>	607802	부산광역시 동래구 명륜동 98-17	부산광역시 동래구 시실로 54, 2층 (명륜동)	47744	죽로재	20201228160040	U	2020-12-30 02:40:00.0	식품소분업	390095.642233	192619.170961	식품소분업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>
3624	3625	식품소분업	07_22_08_P	3400000	3400000-109-2021-00001	20210122	<NA>	3	폐업	2	폐업	20210219	<NA>	<NA>	<NA>	<NA>	85.00	619901	부산광역시 기장군 기장읍 교리 323-7	부산광역시 기장군 기장읍 차성로 413, 1층	46057	(주)재이에스푸드	20210219111549	U	2021-02-21 02:40:00.0	식품소분업	401564.071525	197243.253434	식품소분업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	자가	<NA>	<NA>	N	85.0	<NA>	<NA>	<NA>	<NA>

Overview

Variables

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Space Separator

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Decimal Number

Other Punctuation

Lowercase Letter

Space Separator

Dash Punctuation

Close Punctuation

Open Punctuation

Modifier Symbol

Math Symbol

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Han

Most occurring blocks

Most frequent character per block

ASCII

Hangul

CJK

Most occurring characters

Most occurring categories