gimi9 Pandas Profiling

Dataset statistics

Number of variables	48
Number of observations	10000
Missing cells	108399
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	2021-02-01
Author	지방행정인허가공개데이터
URL	https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901050101123112

Alerts

`개방서비스명` has constant value ""	Constant
`개방서비스id` has constant value ""	Constant
`다중이용업소여부` has constant value ""	Constant
`업태구분명` is highly imbalanced (99.1%)	Imbalance
`위생업태명` is highly imbalanced (98.8%)	Imbalance
`남성종사자수` is highly imbalanced (80.4%)	Imbalance
`여성종사자수` is highly imbalanced (80.3%)	Imbalance
`영업장주변구분명` is highly imbalanced (71.2%)	Imbalance
`등급구분명` is highly imbalanced (62.1%)	Imbalance
`급수시설구분명` is highly imbalanced (68.1%)	Imbalance
`공장판매직종업원수` is highly imbalanced (51.5%)	Imbalance
`공장생산직종업원수` is highly imbalanced (58.1%)	Imbalance
`보증액` is highly imbalanced (77.9%)	Imbalance
`월세액` is highly imbalanced (77.9%)	Imbalance
`인허가취소일자` has 10000 (100.0%) missing values	Missing
`폐업일자` has 2545 (25.4%) 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 4529 (45.3%) missing values	Missing
`소재지면적` has 4895 (48.9%) missing values	Missing
`소재지우편번호` has 214 (2.1%) missing values	Missing
`도로명전체주소` has 2720 (27.2%) missing values	Missing
`도로명우편번호` has 2776 (27.8%) missing values	Missing
`좌표정보(x)` has 322 (3.2%) missing values	Missing
`좌표정보(y)` has 322 (3.2%) 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 = -50.17609289)	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 9401 (94.0%) zeros	Zeros

Reproduction

Analysis started	2024-04-17 12:35:24.036857
Analysis finished	2024-04-17 12:35:25.695258
Duration	1.66 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	11214.879

Minimum	1
Maximum	22378
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1115.85
Q1	5596.75
median	11195.5
Q3	16827.25
95-th percentile	21313.1
Maximum	22378
Range	22377
Interquartile range (IQR)	11230.5

Descriptive statistics

Standard deviation	6474.3354
Coefficient of variation (CV)	0.57729876
Kurtosis	-1.1990013
Mean	11214.879
Median Absolute Deviation (MAD)	5615.5
Skewness	0.0038982141
Sum	1.1214878 × 10⁸
Variance	41917019
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3882	1	< 0.1%
15259	1	< 0.1%
10435	1	< 0.1%
15388	1	< 0.1%
19805	1	< 0.1%
7570	1	< 0.1%
17203	1	< 0.1%
2904	1	< 0.1%
7046	1	< 0.1%
8005	1	< 0.1%
Other values (9990)	9990	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
7	1	< 0.1%
12	1	< 0.1%
13	1	< 0.1%
17	1	< 0.1%
20	1	< 0.1%
21	1	< 0.1%
23	1	< 0.1%
24	1	< 0.1%
28	1	< 0.1%

Value	Count	Frequency (%)
22378	1	< 0.1%
22374	1	< 0.1%
22372	1	< 0.1%
22371	1	< 0.1%
22369	1	< 0.1%
22368	1	< 0.1%
22364	1	< 0.1%
22363	1	< 0.1%
22362	1	< 0.1%
22360	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	3326471

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

Quantile statistics

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

Descriptive statistics

Standard deviation	39613.294
Coefficient of variation (CV)	0.011908504
Kurtosis	-0.85114665
Mean	3326471
Median Absolute Deviation (MAD)	40000
Skewness	0.15158649
Sum	3.326471 × 10¹⁰
Variance	1.5692131 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3330000	1958	19.6%
3290000	1539	15.4%
3300000	902	9.0%
3370000	724	7.2%
3380000	674	6.7%
3350000	544	5.4%
3390000	514	5.1%
3340000	491	4.9%
3320000	460	4.6%
3310000	451	4.5%
Other values (6)	1743	17.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	323	3.2%
3260000	205	2.1%
3270000	312	3.1%
3280000	354	3.5%
3290000	1539	15.4%
3300000	902	9.0%
3310000	451	4.5%
3320000	460	4.6%
3330000	1958	19.6%
3340000	491	4.9%

Value	Count	Frequency (%)
3400000	445	4.5%
3390000	514	5.1%
3380000	674	6.7%
3370000	724	7.2%
3360000	104	1.0%
3350000	544	5.4%
3340000	491	4.9%
3330000	1958	19.6%
3320000	460	4.6%
3310000	451	4.5%

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	3310000-107-2014-00007
2nd row	3340000-107-2020-00043
3rd row	3310000-107-2003-00071
4th row	3330000-107-1999-00539
5th row	3370000-107-2007-00023

Value	Count	Frequency (%)
3310000-107-2014-00007	1	< 0.1%
3290000-107-2010-00063	1	< 0.1%
3330000-107-2020-00241	1	< 0.1%
3260000-107-2004-00001	1	< 0.1%
3390000-107-2018-00127	1	< 0.1%
3310000-107-2018-00101	1	< 0.1%
3380000-107-2006-00001	1	< 0.1%
3370000-107-2019-00078	1	< 0.1%
3370000-107-2012-00001	1	< 0.1%
3290000-107-2014-00009	1	< 0.1%
Other values (9990)	9990	99.9%

Most occurring characters

Value	Count	Frequency (%)
0	92174	41.9%
-	30000	13.6%
1	21985	10.0%
3	21860	9.9%
2	16696	7.6%
7	14051	6.4%
9	8214	3.7%
8	4443	2.0%
4	3823	1.7%
5	3577	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	92174	48.5%
1	21985	11.6%
3	21860	11.5%
2	16696	8.8%
7	14051	7.4%
9	8214	4.3%
8	4443	2.3%
4	3823	2.0%
5	3577	1.9%
6	3177	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	92174	41.9%
-	30000	13.6%
1	21985	10.0%
3	21860	9.9%
2	16696	7.6%
7	14051	6.4%
9	8214	3.7%
8	4443	2.0%
4	3823	1.7%
5	3577	1.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	220000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	92174	41.9%
-	30000	13.6%
1	21985	10.0%
3	21860	9.9%
2	16696	7.6%
7	14051	6.4%
9	8214	3.7%
8	4443	2.0%
4	3823	1.7%
5	3577	1.6%

인허가일자
Real number (ℝ)

Distinct	4527
Distinct (%)	45.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20104464

Minimum	19640629
Maximum	20201231
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	19640629
5-th percentile	19890120
Q1	20050321
median	20150104
Q3	20190403
95-th percentile	20200728
Maximum	20201231
Range	560602
Interquartile range (IQR)	140082

Descriptive statistics

Standard deviation	104047.67
Coefficient of variation (CV)	0.0051753519
Kurtosis	1.6857228
Mean	20104464
Median Absolute Deviation (MAD)	50122.5
Skewness	-1.3665153
Sum	2.0104464 × 10¹¹
Variance	1.0825919 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20190930	22	0.2%
20200310	17	0.2%
20200420	16	0.2%
20190702	16	0.2%
20200330	15	0.1%
20190207	14	0.1%
20200323	14	0.1%
19760331	14	0.1%
20190429	14	0.1%
20190305	14	0.1%
Other values (4517)	9844	98.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19640629	1	< 0.1%
19680222	1	< 0.1%
19680316	1	< 0.1%
19680430	1	< 0.1%
19680827	1	< 0.1%
19680904	1	< 0.1%
19680930	1	< 0.1%
19681129	2	< 0.1%
19690113	2	< 0.1%
19690429	1	< 0.1%

Value	Count	Frequency (%)
20201231	2	< 0.1%
20201230	4	< 0.1%
20201229	6	0.1%
20201228	9	0.1%
20201224	9	0.1%
20201223	7	0.1%
20201222	2	< 0.1%
20201221	8	0.1%
20201218	5	0.1%
20201217	6	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	7455
1	2545

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
3	7455	74.6%
1	2545	25.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	7455	74.6%
1	2545	25.4%

영업상태명
Categorical

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

폐업	7455
영업/정상	2545

Length

Max length	5
Median length	2
Mean length	2.7635
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	7455	74.6%
영업/정상	2545	25.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	7455	74.6%
영업/정상	2545	25.4%

상세영업상태코드
Categorical

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

2	7455
1	2545

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
2	7455	74.6%
1	2545	25.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	7455	74.6%
1	2545	25.4%

상세영업상태명
Categorical

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

폐업	7455
영업	2545

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	7455	74.6%
영업	2545	25.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	7455	74.6%
영업	2545	25.4%

폐업일자
Real number (ℝ)

MISSING SKEWED

Distinct	3422
Distinct (%)	45.9%
Missing	2545
Missing (%)	25.4%
Infinite	0
Infinite (%)	0.0%
Mean	20135464

Minimum	10000101
Maximum	20201230
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	10000101
5-th percentile	20020409
Q1	20090818
median	20170106
Q3	20190615
95-th percentile	20200731
Maximum	20201230
Range	10201129
Interquartile range (IQR)	99797

Descriptive statistics

Standard deviation	177288.78
Coefficient of variation (CV)	0.0088048022
Kurtosis	2865.3214
Mean	20135464
Median Absolute Deviation (MAD)	30309
Skewness	-50.176093
Sum	1.5010989 × 10¹¹
Variance	3.1431311 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20021011	24	0.2%
20100111	20	0.2%
20191016	16	0.2%
20180930	15	0.1%
20100208	14	0.1%
20201202	14	0.1%
20190421	14	0.1%
20200311	13	0.1%
20190331	13	0.1%
20200331	13	0.1%
Other values (3412)	7299	73.0%
(Missing)	2545	25.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10000101	2	< 0.1%
19940120	1	< 0.1%
19940913	2	< 0.1%
19941018	1	< 0.1%
19941207	1	< 0.1%
19950110	1	< 0.1%
19950112	1	< 0.1%
19950626	1	< 0.1%
19950704	1	< 0.1%
19950724	1	< 0.1%

Value	Count	Frequency (%)
20201230	1	< 0.1%
20201229	1	< 0.1%
20201228	2	< 0.1%
20201223	2	< 0.1%
20201221	1	< 0.1%
20201220	2	< 0.1%
20201218	1	< 0.1%
20201217	3	< 0.1%
20201216	4	< 0.1%
20201215	2	< 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	3621
Distinct (%)	66.2%
Missing	4529
Missing (%)	45.3%
Memory size	156.2 KiB

Length

Max length	12
Median length	11
Mean length	10.74575
Min length	3

Characters and Unicode

Total characters	58790
Distinct characters	12
Distinct categories	3 ?
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	3266 ?
Unique (%)	59.7%

Sample

1st row	051 6274085
2nd row	051 6118590
3rd row	051 5228429
4th row	051 5008154
5th row	051 523 3900

Value	Count	Frequency (%)
051	4003	31.8%
055	268	2.1%
031	236	1.9%
070	160	1.3%
02	154	1.2%
831	136	1.1%
5711	89	0.7%
053	85	0.7%
343	57	0.5%
2528	55	0.4%
Other values (3858)	7337	58.3%

Most occurring characters

Value	Count	Frequency (%)
0	9852	16.8%
5	8867	15.1%
1	8032	13.7%
	7290	12.4%
2	4550	7.7%
3	4085	6.9%
8	3739	6.4%
7	3643	6.2%
6	3384	5.8%
4	3150	5.4%
Other values (2)	2198	3.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	51499	87.6%
Space Separator	7290	12.4%
Close Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	9852	19.1%
5	8867	17.2%
1	8032	15.6%
2	4550	8.8%
3	4085	7.9%
8	3739	7.3%
7	3643	7.1%
6	3384	6.6%
4	3150	6.1%
9	2197	4.3%

Space Separator

Value	Count	Frequency (%)
	7290	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	58790	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	9852	16.8%
5	8867	15.1%
1	8032	13.7%
	7290	12.4%
2	4550	7.7%
3	4085	6.9%
8	3739	6.4%
7	3643	6.2%
6	3384	5.8%
4	3150	5.4%
Other values (2)	2198	3.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	58790	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	9852	16.8%
5	8867	15.1%
1	8032	13.7%
	7290	12.4%
2	4550	7.7%
3	4085	6.9%
8	3739	6.4%
7	3643	6.2%
6	3384	5.8%
4	3150	5.4%
Other values (2)	2198	3.7%

소재지면적
Text

MISSING

Distinct	2007
Distinct (%)	39.3%
Missing	4895
Missing (%)	48.9%
Memory size	156.2 KiB

Length

Max length	8
Median length	5
Mean length	4.5833497
Min length	3

Characters and Unicode

Total characters	23398
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	1333 ?
Unique (%)	26.1%

Sample

1st row	47.34
2nd row	45.60
3rd row	14.10
4th row	7.50
5th row	33.00

Value	Count	Frequency (%)
00	258	5.1%
3.00	137	2.7%
6.00	126	2.5%
6.60	96	1.9%
4.00	77	1.5%
3.30	69	1.4%
2.00	62	1.2%
5.00	54	1.1%
9.90	47	0.9%
20.00	47	0.9%
Other values (1997)	4132	80.9%

Most occurring characters

Value	Count	Frequency (%)
0	5168	22.1%
.	5105	21.8%
1	2098	9.0%
2	2079	8.9%
3	1768	7.6%
6	1494	6.4%
5	1423	6.1%
4	1382	5.9%
8	1025	4.4%
9	941	4.0%
Other values (2)	915	3.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	18292	78.2%
Other Punctuation	5106	21.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	5168	28.3%
1	2098	11.5%
2	2079	11.4%
3	1768	9.7%
6	1494	8.2%
5	1423	7.8%
4	1382	7.6%
8	1025	5.6%
9	941	5.1%
7	914	5.0%

Other Punctuation

Value	Count	Frequency (%)
.	5105	> 99.9%
,	1	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	23398	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	5168	22.1%
.	5105	21.8%
1	2098	9.0%
2	2079	8.9%
3	1768	7.6%
6	1494	6.4%
5	1423	6.1%
4	1382	5.9%
8	1025	4.4%
9	941	4.0%
Other values (2)	915	3.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	23398	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	5168	22.1%
.	5105	21.8%
1	2098	9.0%
2	2079	8.9%
3	1768	7.6%
6	1494	6.4%
5	1423	6.1%
4	1382	5.9%
8	1025	4.4%
9	941	4.0%
Other values (2)	915	3.9%

소재지우편번호
Real number (ℝ)

MISSING

Distinct	716
Distinct (%)	7.3%
Missing	214
Missing (%)	2.1%
Infinite	0
Infinite (%)	0.0%
Mean	611366.21

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	601803
Q1	607835
median	612040
Q3	614814
95-th percentile	617833
Maximum	642829
Range	42817
Interquartile range (IQR)	6979

Descriptive statistics

Standard deviation	4721.4545
Coefficient of variation (CV)	0.0077227927
Kurtosis	0.012564054
Mean	611366.21
Median Absolute Deviation (MAD)	2807
Skewness	-0.54583445
Sum	5.9828298 × 10⁹
Variance	22292133
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
612020	587	5.9%
612851	218	2.2%
600017	211	2.1%
613819	211	2.1%
611807	184	1.8%
614847	162	1.6%
612811	158	1.6%
614843	146	1.5%
611840	131	1.3%
607804	129	1.3%
Other values (706)	7649	76.5%
(Missing)	214	2.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
600012	2	< 0.1%
600017	211	2.1%
600025	1	< 0.1%
600041	3	< 0.1%
600043	1	< 0.1%
600044	4	< 0.1%
600045	2	< 0.1%
600046	38	0.4%
600051	1	< 0.1%
600061	3	< 0.1%

Value	Count	Frequency (%)
642829	1	< 0.1%
621250	1	< 0.1%
619953	11	0.1%
619952	2	< 0.1%
619951	13	0.1%
619913	5	0.1%
619912	33	0.3%
619911	5	0.1%
619906	76	0.8%
619905	56	0.6%

소재지전체주소
Text

Distinct	5355
Distinct (%)	53.9%
Missing	66
Missing (%)	0.7%
Memory size	156.2 KiB

Length

Max length	59
Median length	51
Mean length	25.759211
Min length	16

Characters and Unicode

Total characters	255892
Distinct characters	451
Distinct categories	11 ?
Distinct scripts	4 ?
Distinct blocks	5 ?

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

Unique

Unique	4630 ?
Unique (%)	46.6%

Sample

1st row	부산광역시 남구 감만동 33-166번지
2nd row	부산광역시 사하구 다대동 120-19번지
3rd row	부산광역시 남구 대연동 1394번지
4th row	부산광역시 해운대구 반여동 1089-3번지
5th row	부산광역시 연제구 거제동 1208번지

Value	Count	Frequency (%)
부산광역시	9932	20.8%
해운대구	1955	4.1%
부산진구	1497	3.1%
동래구	891	1.9%
우동	800	1.7%
연제구	724	1.5%
수영구	674	1.4%
부전동	550	1.2%
금정구	534	1.1%
사상구	514	1.1%
Other values (5771)	29628	62.1%

Most occurring characters

Value	Count	Frequency (%)
	37783	14.8%
부	12895	5.0%
산	12485	4.9%
동	11431	4.5%
시	10600	4.1%
광	10341	4.0%
지	10076	3.9%
역	9941	3.9%
1	9835	3.8%
구	9811	3.8%
Other values (441)	120694	47.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	162797	63.6%
Decimal Number	45153	17.6%
Space Separator	37783	14.8%
Dash Punctuation	7586	3.0%
Uppercase Letter	1213	0.5%
Open Punctuation	572	0.2%
Close Punctuation	568	0.2%
Other Punctuation	177	0.1%
Lowercase Letter	36	< 0.1%
Math Symbol	6	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
부	12895	7.9%
산	12485	7.7%
동	11431	7.0%
시	10600	6.5%
광	10341	6.4%
지	10076	6.2%
역	9941	6.1%
구	9811	6.0%
번	9066	5.6%
대	2825	1.7%
Other values (392)	63326	38.9%

Uppercase Letter

Value	Count	Frequency (%)
B	253	20.9%
S	248	20.4%
G	182	15.0%
T	169	13.9%
E	124	10.2%
K	62	5.1%
A	41	3.4%
Y	30	2.5%
H	29	2.4%
U	29	2.4%
Other values (10)	46	3.8%

Decimal Number

Value	Count	Frequency (%)
1	9835	21.8%
2	6196	13.7%
5	5016	11.1%
3	4214	9.3%
4	4094	9.1%
0	3613	8.0%
7	3561	7.9%
6	3158	7.0%
9	2742	6.1%
8	2724	6.0%

Lowercase Letter

Value	Count	Frequency (%)
s	13	36.1%
g	13	36.1%
e	5	13.9%
a	2	5.6%
b	1	2.8%
z	1	2.8%
l	1	2.8%

Other Punctuation

Value	Count	Frequency (%)
,	133	75.1%
.	15	8.5%
@	15	8.5%
·	10	5.6%
/	3	1.7%
&	1	0.6%

Space Separator

Value	Count	Frequency (%)
	37783	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	7586	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	572	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	568	100.0%

Math Symbol

Value	Count	Frequency (%)
~	6	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	162796	63.6%
Common	91845	35.9%
Latin	1250	0.5%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	12895	7.9%
산	12485	7.7%
동	11431	7.0%
시	10600	6.5%
광	10341	6.4%
지	10076	6.2%
역	9941	6.1%
구	9811	6.0%
번	9066	5.6%
대	2825	1.7%
Other values (391)	63325	38.9%

Latin

Value	Count	Frequency (%)
B	253	20.2%
S	248	19.8%
G	182	14.6%
T	169	13.5%
E	124	9.9%
K	62	5.0%
A	41	3.3%
Y	30	2.4%
H	29	2.3%
U	29	2.3%
Other values (18)	83	6.6%

Common

Value	Count	Frequency (%)
	37783	41.1%
1	9835	10.7%
-	7586	8.3%
2	6196	6.7%
5	5016	5.5%
3	4214	4.6%
4	4094	4.5%
0	3613	3.9%
7	3561	3.9%
6	3158	3.4%
Other values (11)	6789	7.4%

Han

Value	Count	Frequency (%)
內	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	162796	63.6%
ASCII	93084	36.4%
None	10	< 0.1%
Number Forms	1	< 0.1%
CJK	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	37783	40.6%
1	9835	10.6%
-	7586	8.1%
2	6196	6.7%
5	5016	5.4%
3	4214	4.5%
4	4094	4.4%
0	3613	3.9%
7	3561	3.8%
6	3158	3.4%
Other values (37)	8028	8.6%

Hangul

Value	Count	Frequency (%)
부	12895	7.9%
산	12485	7.7%
동	11431	7.0%
시	10600	6.5%
광	10341	6.4%
지	10076	6.2%
역	9941	6.1%
구	9811	6.0%
번	9066	5.6%
대	2825	1.7%
Other values (391)	63325	38.9%

None

Value	Count	Frequency (%)
·	10	100.0%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

CJK

Value	Count	Frequency (%)
內	1	100.0%

도로명전체주소
Text

MISSING

Distinct	4242
Distinct (%)	58.3%
Missing	2720
Missing (%)	27.2%
Memory size	156.2 KiB

Length

Max length	65
Median length	56
Mean length	32.839973
Min length	19

Characters and Unicode

Total characters	239075
Distinct characters	478
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	3692 ?
Unique (%)	50.7%

Sample

1st row	부산광역시 남구 석포로 43 (감만동)
2nd row	부산광역시 사하구 다송로 58 (다대동)
3rd row	부산광역시 사하구 다대로 533, 3층 (다대동)
4th row	부산광역시 금정구 서동시장뒷길 7, 1층 (서동)
5th row	부산광역시 북구 화명대로 47, 롯데마트 (화명동)

Value	Count	Frequency (%)
부산광역시	7278	15.9%
1층	1477	3.2%
해운대구	1401	3.1%
부산진구	910	2.0%
지하1층	740	1.6%
동래구	636	1.4%
우동	631	1.4%
연제구	528	1.2%
수영구	475	1.0%
사상구	456	1.0%
Other values (3910)	31374	68.3%

Most occurring characters

Value	Count	Frequency (%)
	38652	16.2%
동	9417	3.9%
부	9340	3.9%
산	9145	3.8%
시	8265	3.5%
1	8210	3.4%
광	7832	3.3%
구	7361	3.1%
역	7282	3.0%
로	7244	3.0%
Other values (468)	126327	52.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	148734	62.2%
Space Separator	38652	16.2%
Decimal Number	29461	12.3%
Open Punctuation	7209	3.0%
Close Punctuation	7206	3.0%
Other Punctuation	6055	2.5%
Uppercase Letter	948	0.4%
Dash Punctuation	687	0.3%
Lowercase Letter	111	< 0.1%
Math Symbol	11	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	9417	6.3%
부	9340	6.3%
산	9145	6.1%
시	8265	5.6%
광	7832	5.3%
구	7361	4.9%
역	7282	4.9%
로	7244	4.9%
대	5031	3.4%
층	3010	2.0%
Other values (414)	74807	50.3%

Uppercase Letter

Value	Count	Frequency (%)
S	245	25.8%
G	173	18.2%
B	142	15.0%
E	126	13.3%
K	51	5.4%
A	45	4.7%
C	37	3.9%
Y	25	2.6%
H	25	2.6%
U	24	2.5%
Other values (10)	55	5.8%

Lowercase Letter

Value	Count	Frequency (%)
s	42	37.8%
g	39	35.1%
c	8	7.2%
n	8	7.2%
e	5	4.5%
b	3	2.7%
a	2	1.8%
i	1	0.9%
h	1	0.9%
z	1	0.9%

Decimal Number

Value	Count	Frequency (%)
1	8210	27.9%
2	4241	14.4%
3	2887	9.8%
5	2793	9.5%
7	2477	8.4%
4	2257	7.7%
0	1694	5.7%
9	1673	5.7%
6	1622	5.5%
8	1607	5.5%

Other Punctuation

Value	Count	Frequency (%)
,	6031	99.6%
@	10	0.2%
·	10	0.2%
.	2	< 0.1%
&	1	< 0.1%
/	1	< 0.1%

Open Punctuation

Value	Count	Frequency (%)
(	7208	> 99.9%
{	1	< 0.1%

Space Separator

Value	Count	Frequency (%)
	38652	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	7206	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	687	100.0%

Math Symbol

Value	Count	Frequency (%)
~	11	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	148734	62.2%
Common	89281	37.3%
Latin	1060	0.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	9417	6.3%
부	9340	6.3%
산	9145	6.1%
시	8265	5.6%
광	7832	5.3%
구	7361	4.9%
역	7282	4.9%
로	7244	4.9%
대	5031	3.4%
층	3010	2.0%
Other values (414)	74807	50.3%

Latin

Value	Count	Frequency (%)
S	245	23.1%
G	173	16.3%
B	142	13.4%
E	126	11.9%
K	51	4.8%
A	45	4.2%
s	42	4.0%
g	39	3.7%
C	37	3.5%
Y	25	2.4%
Other values (22)	135	12.7%

Common

Value	Count	Frequency (%)
	38652	43.3%
1	8210	9.2%
(	7208	8.1%
)	7206	8.1%
,	6031	6.8%
2	4241	4.8%
3	2887	3.2%
5	2793	3.1%
7	2477	2.8%
4	2257	2.5%
Other values (12)	7319	8.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	148734	62.2%
ASCII	90330	37.8%
None	10	< 0.1%
Number Forms	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	38652	42.8%
1	8210	9.1%
(	7208	8.0%
)	7206	8.0%
,	6031	6.7%
2	4241	4.7%
3	2887	3.2%
5	2793	3.1%
7	2477	2.7%
4	2257	2.5%
Other values (42)	8368	9.3%

Hangul

Value	Count	Frequency (%)
동	9417	6.3%
부	9340	6.3%
산	9145	6.1%
시	8265	5.6%
광	7832	5.3%
구	7361	4.9%
역	7282	4.9%
로	7244	4.9%
대	5031	3.4%
층	3010	2.0%
Other values (414)	74807	50.3%

None

Value	Count	Frequency (%)
·	10	100.0%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	1114
Distinct (%)	15.4%
Missing	2776
Missing (%)	27.8%
Infinite	0
Infinite (%)	0.0%
Mean	47743.918

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	46084
Q1	47126
median	47851
Q3	48304
95-th percentile	49323
Maximum	51498
Range	5496
Interquartile range (IQR)	1178

Descriptive statistics

Standard deviation	913.36097
Coefficient of variation (CV)	0.019130415
Kurtosis	-0.62668422
Mean	47743.918
Median Absolute Deviation (MAD)	594
Skewness	-0.062677151
Sum	3.4490206 × 10⁸
Variance	834228.27
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
48058	428	4.3%
48944	206	2.1%
48096	188	1.9%
48313	169	1.7%
47285	159	1.6%
47500	135	1.4%
46970	127	1.3%
46233	118	1.2%
47727	98	1.0%
47604	97	1.0%
Other values (1104)	5499	55.0%
(Missing)	2776	27.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
46002	1	< 0.1%
46003	2	< 0.1%
46004	4	< 0.1%
46005	1	< 0.1%
46006	1	< 0.1%
46007	2	< 0.1%
46008	11	0.1%
46010	4	< 0.1%
46012	3	< 0.1%
46015	45	0.4%

Value	Count	Frequency (%)
51498	1	< 0.1%
50981	1	< 0.1%
49525	1	< 0.1%
49524	1	< 0.1%
49523	3	< 0.1%
49522	1	< 0.1%
49520	3	< 0.1%
49519	46	0.5%
49518	3	< 0.1%
49516	1	< 0.1%

사업장명
Text

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

Length

Max length	36
Median length	25
Mean length	5.8881
Min length	1

Characters and Unicode

Total characters	58881
Distinct characters	836
Distinct categories	13 ?
Distinct scripts	4 ?
Distinct blocks	6 ?

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

Unique

Unique	4365 ?
Unique (%)	43.6%

Sample

1st row	우정건강원
2nd row	(주)현승에프앤디
3rd row	건강랜드
4th row	대동상회
5th row	동산푸드

Value	Count	Frequency (%)
주식회사	213	1.9%
현승유통	120	1.1%
현재상사	111	1.0%
주)정성	102	0.9%
주)부산축산	102	0.9%
주경식품	100	0.9%
주)미트벨리	91	0.8%
주)모두랑식품	85	0.8%
오에스푸드	83	0.7%
수지int's	71	0.6%
Other values (5561)	10098	90.4%

Most occurring characters

Value	Count	Frequency (%)
주	2290	3.9%
)	2078	3.5%
(	2034	3.5%
산	1564	2.7%
식	1471	2.5%
	1176	2.0%
품	1129	1.9%
회	934	1.6%
상	884	1.5%
드	813	1.4%
Other values (826)	44508	75.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	52202	88.7%
Close Punctuation	2078	3.5%
Open Punctuation	2034	3.5%
Space Separator	1176	2.0%
Uppercase Letter	663	1.1%
Lowercase Letter	387	0.7%
Decimal Number	165	0.3%
Other Punctuation	154	0.3%
Dash Punctuation	14	< 0.1%
Modifier Symbol	3	< 0.1%
Other values (3)	5	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	2290	4.4%
산	1564	3.0%
식	1471	2.8%
품	1129	2.2%
회	934	1.8%
상	884	1.7%
드	813	1.6%
원	812	1.6%
사	789	1.5%
푸	725	1.4%
Other values (748)	40791	78.1%

Lowercase Letter

Value	Count	Frequency (%)
e	62	16.0%
o	42	10.9%
a	36	9.3%
r	31	8.0%
l	23	5.9%
s	21	5.4%
t	20	5.2%
n	18	4.7%
u	16	4.1%
i	14	3.6%
Other values (16)	104	26.9%

Uppercase Letter

Value	Count	Frequency (%)
N	100	15.1%
T	97	14.6%
S	95	14.3%
I	82	12.4%
F	35	5.3%
E	28	4.2%
A	26	3.9%
O	24	3.6%
B	23	3.5%
C	23	3.5%
Other values (15)	130	19.6%

Decimal Number

Value	Count	Frequency (%)
1	38	23.0%
2	34	20.6%
0	26	15.8%
5	15	9.1%
3	13	7.9%
6	10	6.1%
7	10	6.1%
8	9	5.5%
4	6	3.6%
9	4	2.4%

Other Punctuation

Value	Count	Frequency (%)
'	78	50.6%
.	25	16.2%
&	23	14.9%
,	16	10.4%
/	4	2.6%
;	2	1.3%
:	2	1.3%
!	2	1.3%
·	2	1.3%

Close Punctuation

Value	Count	Frequency (%)
)	2078	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2034	100.0%

Space Separator

Value	Count	Frequency (%)
	1176	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	14	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	3	100.0%

Other Symbol

Value	Count	Frequency (%)
㈜	3	100.0%

Math Symbol

Value	Count	Frequency (%)
+	1	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅰ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	52200	88.7%
Common	5625	9.6%
Latin	1051	1.8%
Han	5	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	2290	4.4%
산	1564	3.0%
식	1471	2.8%
품	1129	2.2%
회	934	1.8%
상	884	1.7%
드	813	1.6%
원	812	1.6%
사	789	1.5%
푸	725	1.4%
Other values (744)	40789	78.1%

Latin

Value	Count	Frequency (%)
N	100	9.5%
T	97	9.2%
S	95	9.0%
I	82	7.8%
e	62	5.9%
o	42	4.0%
a	36	3.4%
F	35	3.3%
r	31	2.9%
E	28	2.7%
Other values (42)	443	42.2%

Common

Value	Count	Frequency (%)
)	2078	36.9%
(	2034	36.2%
	1176	20.9%
'	78	1.4%
1	38	0.7%
2	34	0.6%
0	26	0.5%
.	25	0.4%
&	23	0.4%
,	16	0.3%
Other values (15)	97	1.7%

Han

Value	Count	Frequency (%)
福	1	20.0%
愛	1	20.0%
情	1	20.0%
家	1	20.0%
代	1	20.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	52196	88.6%
ASCII	6673	11.3%
None	5	< 0.1%
CJK	5	< 0.1%
Number Forms	1	< 0.1%
Compat Jamo	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
주	2290	4.4%
산	1564	3.0%
식	1471	2.8%
품	1129	2.2%
회	934	1.8%
상	884	1.7%
드	813	1.6%
원	812	1.6%
사	789	1.5%
푸	725	1.4%
Other values (742)	40785	78.1%

ASCII

Value	Count	Frequency (%)
)	2078	31.1%
(	2034	30.5%
	1176	17.6%
N	100	1.5%
T	97	1.5%
S	95	1.4%
I	82	1.2%
'	78	1.2%
e	62	0.9%
o	42	0.6%
Other values (65)	829	12.4%

None

Value	Count	Frequency (%)
㈜	3	60.0%
·	2	40.0%

CJK

Value	Count	Frequency (%)
福	1	20.0%
愛	1	20.0%
情	1	20.0%
家	1	20.0%
代	1	20.0%

Number Forms

Value	Count	Frequency (%)
Ⅰ	1	100.0%

Compat Jamo

Value	Count	Frequency (%)
ㅇ	1	100.0%

최종수정시점
Real number (ℝ)

Distinct	7662
Distinct (%)	76.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0141651 × 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	2.0100129 × 10¹³
median	2.0170706 × 10¹³
Q3	2.0190725 × 10¹³
95-th percentile	2.0200914 × 10¹³
Maximum	2.0201231 × 10¹³
Range	2.1101316 × 10¹¹
Interquartile range (IQR)	9.0596183 × 10¹⁰

Descriptive statistics

Standard deviation	6.1859686 × 10¹⁰
Coefficient of variation (CV)	0.0030712322
Kurtosis	-0.59567812
Mean	2.0141651 × 10¹³
Median Absolute Deviation (MAD)	2.9814 × 10¹⁰
Skewness	-0.8714088
Sum	2.0141651 × 10¹⁷
Variance	3.8266207 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20020612000000	64	0.6%
20020305000000	51	0.5%
20010728000000	43	0.4%
20020621000000	39	0.4%
20020611000000	32	0.3%
20020821000000	31	0.3%
20020828000000	30	0.3%
20020724000000	30	0.3%
20020723000000	28	0.3%
20020708000000	27	0.3%
Other values (7652)	9625	96.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19990218000000	1	< 0.1%
19990223000000	1	< 0.1%
19990304000000	9	0.1%
19990305000000	3	< 0.1%
19990318000000	18	0.2%
19990319000000	11	0.1%
19990322000000	4	< 0.1%
19990323000000	6	0.1%
19990324000000	4	< 0.1%
19990326000000	4	< 0.1%

Value	Count	Frequency (%)
20201231163455	1	< 0.1%
20201231152310	1	< 0.1%
20201231143517	1	< 0.1%
20201231105630	1	< 0.1%
20201231101451	1	< 0.1%
20201230172256	1	< 0.1%
20201230154324	1	< 0.1%
20201230150216	1	< 0.1%
20201230144532	1	< 0.1%
20201230132426	1	< 0.1%

데이터갱신구분
Categorical

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

I	6490
U	3510

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	U
3rd row	I
4th row	I
5th row	I

Common Values

Value	Count	Frequency (%)
I	6490	64.9%
U	3510	35.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	6490	64.9%
u	3510	35.1%

데이터갱신일자
Date

Distinct	943
Distinct (%)	9.4%
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	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

즉석판매제조가공업	9981
기타	16
<NA>	1
단란주점	1
한식	1

Length

Max length	9
Median length	9
Mean length	8.9871
Min length	2

Unique

Unique	3 ?
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	9981	99.8%
기타	16	0.2%
<NA>	1	< 0.1%
단란주점	1	< 0.1%
한식	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
즉석판매제조가공업	9981	99.8%
기타	16	0.2%
na	1	< 0.1%
단란주점	1	< 0.1%
한식	1	< 0.1%

좌표정보(x)
Real number (ℝ)

MISSING

Distinct	3562
Distinct (%)	36.8%
Missing	322
Missing (%)	3.2%
Infinite	0
Infinite (%)	0.0%
Mean	389218.97

Minimum	353660.89
Maximum	407564.77
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	385839.76
median	389097.8
Q3	392725.82
95-th percentile	398196.18
Maximum	407564.77
Range	53903.885
Interquartile range (IQR)	6886.0605

Descriptive statistics

Standard deviation	5505.7694
Coefficient of variation (CV)	0.014145686
Kurtosis	0.56309226
Mean	389218.97
Median Absolute Deviation (MAD)	3506.9863
Skewness	-0.069995018
Sum	3.7668612 × 10⁹
Variance	30313497
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
393952.264486105	319	3.2%
387271.299492377	285	2.9%
397397.83276594	216	2.2%
392321.102334852	199	2.0%
385590.814676765	194	1.9%
387539.767677801	156	1.6%
387686.194940483	152	1.5%
389097.800933845	137	1.4%
390208.09260128	132	1.3%
394083.501537578	131	1.3%
Other values (3552)	7757	77.6%
(Missing)	322	3.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
353660.889782036	1	< 0.1%
364626.145566093	1	< 0.1%
366820.787750249	1	< 0.1%
366829.531355754	4	< 0.1%
367041.984452276	1	< 0.1%
367088.901392071	1	< 0.1%
367169.234957368	1	< 0.1%
367304.900921148	1	< 0.1%
367451.087635496	8	0.1%
370622.73282019	1	< 0.1%

Value	Count	Frequency (%)
407564.774795629	1	< 0.1%
407418.648415535	1	< 0.1%
407245.567193252	1	< 0.1%
407121.882187494	1	< 0.1%
407036.696092095	3	< 0.1%
407018.507643148	1	< 0.1%
407015.247908441	1	< 0.1%
406950.03175562	1	< 0.1%
406200.972892162	1	< 0.1%
405709.608315206	1	< 0.1%

좌표정보(y)
Real number (ℝ)

MISSING

Distinct	3565
Distinct (%)	36.8%
Missing	322
Missing (%)	3.2%
Infinite	0
Infinite (%)	0.0%
Mean	187555.76

Minimum	173914.72
Maximum	211459
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	173914.72
5-th percentile	178805.75
Q1	184512.16
median	187593.03
Q3	190969.24
95-th percentile	196375.47
Maximum	211459
Range	37544.284
Interquartile range (IQR)	6457.0781

Descriptive statistics

Standard deviation	5392.5326
Coefficient of variation (CV)	0.028751624
Kurtosis	0.95172773
Mean	187555.76
Median Absolute Deviation (MAD)	3190.0602
Skewness	0.35828522
Sum	1.8151646 × 10⁹
Variance	29079408
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
187602.933160728	319	3.2%
186099.137533193	285	2.9%
187354.835259309	216	2.2%
184041.758684038	199	2.0%
179553.867031936	194	1.9%
184402.96650913	156	1.6%
189911.430545728	152	1.5%
192260.811648263	137	1.4%
196546.356333373	132	1.3%
187707.586117775	131	1.3%
Other values (3555)	7757	77.6%
(Missing)	322	3.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
173914.718015169	1	< 0.1%
173961.914773076	1	< 0.1%
174097.616386311	1	< 0.1%
174156.617297535	1	< 0.1%
174289.976688419	1	< 0.1%
174422.480246459	1	< 0.1%
174526.100850246	1	< 0.1%
174637.037992709	1	< 0.1%
174638.869997904	2	< 0.1%
174664.861404161	1	< 0.1%

Value	Count	Frequency (%)
211459.001777975	1	< 0.1%
210945.104382171	2	< 0.1%
210458.376643536	1	< 0.1%
210004.830136767	1	< 0.1%
207739.619868549	1	< 0.1%
207716.999117547	1	< 0.1%
206803.94845946	1	< 0.1%
206788.899936301	1	< 0.1%
206690.833564719	1	< 0.1%
206512.517255249	2	< 0.1%

위생업태명
Categorical

IMBALANCE

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

즉석판매제조가공업	9976
기타	16
<NA>	6
단란주점	1
한식	1

Length

Max length	9
Median length	9
Mean length	8.9846
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	9976	99.8%
기타	16	0.2%
<NA>	6	0.1%
단란주점	1	< 0.1%
한식	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
즉석판매제조가공업	9976	99.8%
기타	16	0.2%
na	6	0.1%
단란주점	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>	9270
0	708
1	20
2	2

Length

Max length	4
Median length	4
Mean length	3.781
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>	9270	92.7%
0	708	7.1%
1	20	0.2%
2	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9270	92.7%
0	708	7.1%
1	20	0.2%
2	2	< 0.1%

여성종사자수
Categorical

IMBALANCE

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

<NA>	9270
0	704
1	25
2	1

Length

Max length	4
Median length	4
Mean length	3.781
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>	9270	92.7%
0	704	7.0%
1	25	0.2%
2	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9270	92.7%
0	704	7.0%
1	25	0.2%
2	1	< 0.1%

영업장주변구분명
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	8207
기타	1688
주택가주변	86
아파트지역	14
유흥업소밀집지역	4

Length

Max length	8
Median length	4
Mean length	3.6743
Min length	2

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	8207	82.1%
기타	1688	16.9%
주택가주변	86	0.9%
아파트지역	14	0.1%
유흥업소밀집지역	4	< 0.1%
결혼예식장주변	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	8207	82.1%
기타	1688	16.9%
주택가주변	86	0.9%
아파트지역	14	0.1%
유흥업소밀집지역	4	< 0.1%
결혼예식장주변	1	< 0.1%

등급구분명
Categorical

IMBALANCE

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

<NA>	8207
기타	1633
자율	159
을	1

Length

Max length	4
Median length	4
Mean length	3.6413
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	8207	82.1%
기타	1633	16.3%
자율	159	1.6%
을	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	8207	82.1%
기타	1633	16.3%
자율	159	1.6%
을	1	< 0.1%

급수시설구분명
Categorical

IMBALANCE

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

<NA>	8417
상수도전용	1576
지하수전용	5
간이상수도	2

Length

Max length	5
Median length	4
Mean length	4.1583
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	8417	84.2%
상수도전용	1576	15.8%
지하수전용	5	0.1%
간이상수도	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	8417	84.2%
상수도전용	1576	15.8%
지하수전용	5	< 0.1%
간이상수도	2	< 0.1%

총종업원수
Unsupported

MISSING REJECTED UNSUPPORTED

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

본사종업원수
Categorical

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

<NA>	6473
0	3523
1	4

Length

Max length	4
Median length	4
Mean length	2.9419
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	6473	64.7%
0	3523	35.2%
1	4	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	6473	64.7%
0	3523	35.2%
1	4	< 0.1%

공장사무직종업원수
Categorical

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

<NA>	6473
0	3527

Length

Max length	4
Median length	4
Mean length	2.9419
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	6473	64.7%
0	3527	35.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	6473	64.7%
0	3527	35.3%

공장판매직종업원수
Categorical

IMBALANCE

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

<NA>	6469
0	3491
1	37
2	3

Length

Max length	4
Median length	4
Mean length	2.9407
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	6469	64.7%
0	3491	34.9%
1	37	0.4%
2	3	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	6469	64.7%
0	3491	34.9%
1	37	0.4%
2	3	< 0.1%

공장생산직종업원수
Categorical

IMBALANCE

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

<NA>	6468
0	3489
1	41
2	1
10	1

Length

Max length	4
Median length	4
Mean length	2.9405
Min length	1

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	6468	64.7%
0	3489	34.9%
1	41	0.4%
2	1	< 0.1%
10	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	6468	64.7%
0	3489	34.9%
1	41	0.4%
2	1	< 0.1%
10	1	< 0.1%

건물소유구분명
Categorical

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

<NA>	7668
자가	1438
임대	894

Length

Max length	4
Median length	4
Mean length	3.5336
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	7668	76.7%
자가	1438	14.4%
임대	894	8.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	7668	76.7%
자가	1438	14.4%
임대	894	8.9%

보증액
Categorical

IMBALANCE

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

<NA>	9346
0	653
300	1

Length

Max length	4
Median length	4
Mean length	3.804
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>	9346	93.5%
0	653	6.5%
300	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9346	93.5%
0	653	6.5%
300	1	< 0.1%

월세액
Categorical

IMBALANCE

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

<NA>	9346
0	653
30	1

Length

Max length	4
Median length	4
Mean length	3.8039
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>	9346	93.5%
0	653	6.5%
30	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9346	93.5%
0	653	6.5%
30	1	< 0.1%

다중이용업소여부
Boolean

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	5
Missing (%)	< 0.1%
Memory size	97.7 KiB

False	9995
(Missing)	5

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	9995	> 99.9%
(Missing)	5	0.1%

시설총규모
Real number (ℝ)

ZEROS

Distinct	394
Distinct (%)	3.9%
Missing	5
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	1.1898809

Minimum	0
Maximum	281
Zeros	9401
Zeros (%)	94.0%
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	281
Range	281
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	7.8253213
Coefficient of variation (CV)	6.5765583
Kurtosis	288.77775
Mean	1.1898809
Median Absolute Deviation (MAD)	0
Skewness	13.4253
Sum	11892.86
Variance	61.235654
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	9401	94.0%
3.3	25	0.2%
2.0	17	0.2%
9.9	13	0.1%
3.0	12	0.1%
19.8	12	0.1%
4.0	11	0.1%
6.6	10	0.1%
6.0	7	0.1%
20.0	7	0.1%
Other values (384)	480	4.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	9401	94.0%
0.4	1	< 0.1%
0.49	1	< 0.1%
0.6	1	< 0.1%
0.69	1	< 0.1%
0.8	1	< 0.1%
0.81	1	< 0.1%
0.84	1	< 0.1%
1.0	3	< 0.1%
1.07	1	< 0.1%

Value	Count	Frequency (%)
281.0	1	< 0.1%
191.91	1	< 0.1%
165.0	1	< 0.1%
144.6	1	< 0.1%
135.54	1	< 0.1%
133.03	1	< 0.1%
122.0	1	< 0.1%
120.15	1	< 0.1%
108.4	1	< 0.1%
93.0	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
3881	3882	즉석판매제조가공업	07_22_19_P	3310000	3310000-107-2014-00007	20140616	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 6274085	47.34	608800	부산광역시 남구 감만동 33-166번지	부산광역시 남구 석포로 43 (감만동)	48491	우정건강원	20190108115101	U	2019-01-10 02:40:00.0	즉석판매제조가공업	390055.055361	182454.897514	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	0	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
10147	10148	즉석판매제조가공업	07_22_19_P	3340000	3340000-107-2020-00043	20200306	<NA>	3	폐업	2	폐업	20200405	<NA>	<NA>	<NA>	<NA>	<NA>	604822	부산광역시 사하구 다대동 120-19번지	부산광역시 사하구 다송로 58 (다대동)	49519	(주)현승에프앤디	20200406041509	U	2020-04-08 02:40:00.0	즉석판매제조가공업	380816.783733	175515.467302	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
20603	20604	즉석판매제조가공업	07_22_19_P	3310000	3310000-107-2003-00071	20031117	<NA>	3	폐업	2	폐업	20050331	<NA>	<NA>	<NA>	051 6118590	45.60	608808	부산광역시 남구 대연동 1394번지	<NA>	<NA>	건강랜드	20031117000000	I	2018-08-31 23:59:59.0	즉석판매제조가공업	390318.905203	183942.872069	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	0	0	0	1	임대	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
12283	12284	즉석판매제조가공업	07_22_19_P	3330000	3330000-107-1999-00539	19990914	<NA>	3	폐업	2	폐업	20100322	<NA>	<NA>	<NA>	051 5228429	14.10	612859	부산광역시 해운대구 반여동 1089-3번지	<NA>	<NA>	대동상회	20020622000000	I	2018-08-31 23:59:59.0	즉석판매제조가공업	392890.628994	192034.50918	즉석판매제조가공업	<NA>	<NA>	기타	기타	<NA>	<NA>	0	0	0	0	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
16354	16355	즉석판매제조가공업	07_22_19_P	3370000	3370000-107-2007-00023	20070503	<NA>	3	폐업	2	폐업	20070514	<NA>	<NA>	<NA>	051 5008154	7.50	611807	부산광역시 연제구 거제동 1208번지	<NA>	<NA>	동산푸드	20070503000000	I	2018-08-31 23:59:59.0	즉석판매제조가공업	387686.19494	189911.430546	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	0	자가	0	0	N	<NA>	<NA>	<NA>	<NA>
8110	8111	즉석판매제조가공업	07_22_19_P	3340000	3340000-107-2019-00188	20190917	<NA>	3	폐업	2	폐업	20190925	<NA>	<NA>	<NA>	<NA>	<NA>	604823	부산광역시 사하구 다대동 1151번지	부산광역시 사하구 다대로 533, 3층 (다대동)	49523	삼부자	20190926041525	U	2019-09-28 02:40:00.0	즉석판매제조가공업	379842.530652	175060.158158	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
4984	4985	즉석판매제조가공업	07_22_19_P	3350000	3350000-107-2014-00025	20141016	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 523 3900	33.00	609848	부산광역시 금정구 서동 194-23	부산광역시 금정구 서동시장뒷길 7, 1층 (서동)	46320	미로닭발족발	20201221130813	U	2020-12-23 02:40:00.0	<NA>	391446.587522	192703.27779	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	0	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
15573	15574	즉석판매제조가공업	07_22_19_P	3400000	3400000-107-2003-00017	20031022	<NA>	3	폐업	2	폐업	20040803	<NA>	<NA>	<NA>	<NA>	<NA>	619903	부산광역시 기장군 기장읍 대라리 57번지	<NA>	<NA>	평화식품	20031022000000	I	2018-08-31 23:59:59.0	즉석판매제조가공업	401671.55937	196027.51628	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	0	자가	0	0	N	<NA>	<NA>	<NA>	<NA>
14087	14088	즉석판매제조가공업	07_22_19_P	3310000	3310000-107-2008-00013	20080416	<NA>	3	폐업	2	폐업	20080422	<NA>	<NA>	<NA>	051 6122111	<NA>	608833	부산광역시 남구 용호동 409-16번지 6통4반	<NA>	<NA>	도원왕족발	20080416141817	I	2018-08-31 23:59:59.0	즉석판매제조가공업	392184.487558	182043.945269	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
5793	5794	즉석판매제조가공업	07_22_19_P	3320000	3320000-107-2018-00116	20180709	<NA>	3	폐업	2	폐업	20180801	<NA>	<NA>	<NA>	<NA>	<NA>	616744	부산광역시 북구 화명동 2273번지 롯데마트	부산광역시 북구 화명대로 47, 롯데마트 (화명동)	46525	누리농특산	20180802041526	I	2018-08-31 23:59:59.0	즉석판매제조가공업	383175.025397	194733.012499	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	전통업소지정번호	전통업소주된음식	홈페이지	Unnamed: 47
2060	2061	즉석판매제조가공업	07_22_19_P	3260000	3260000-107-2009-00008	20091030	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 2530384	<NA>	602011	부산광역시 서구 충무동1가 32-29번지	부산광역시 서구 새벽시장길 38-1 (충무동1가)	49254	광재상회	20171207151232	I	2018-08-31 23:59:59.0	즉석판매제조가공업	384544.322719	179166.525552	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	0	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
3570	3571	즉석판매제조가공업	07_22_19_P	3320000	3320000-107-2010-00045	20100816	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 506 2030	16.80	616846	부산광역시 북구 화명동 962-11번지 종합상가 A동	부산광역시 북구 금곡대로 189-1, A동 (화명동, 종합상가)	46541	떡에담은정	20131219163416	I	2018-08-31 23:59:59.0	즉석판매제조가공업	382921.907625	193699.556439	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	0	0	0	0	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
5716	5717	즉석판매제조가공업	07_22_19_P	3280000	3280000-107-1982-00151	19820703	<NA>	3	폐업	2	폐업	20011226	<NA>	<NA>	<NA>	051	<NA>	606051	부산광역시 영도구 신선동1가 산 0-0번지 개량지구 2부럭 6놋트	<NA>	<NA>	경북참기름	20020611000000	I	2018-08-31 23:59:59.0	즉석판매제조가공업	<NA>	<NA>	즉석판매제조가공업	<NA>	<NA>	기타	기타	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
17895	17896	즉석판매제조가공업	07_22_19_P	3370000	3370000-107-2009-00047	20090922	<NA>	3	폐업	2	폐업	20091016	<NA>	<NA>	<NA>	051 500 8154	<NA>	611807	부산광역시 연제구 거제동 1208번지 홈플러스내	<NA>	<NA>	피자클럽클래식	20090922135221	I	2018-08-31 23:59:59.0	즉석판매제조가공업	387686.19494	189911.430546	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
17618	17619	즉석판매제조가공업	07_22_19_P	3330000	3330000-107-2007-00095	20071011	<NA>	3	폐업	2	폐업	20080703	<NA>	<NA>	<NA>	051 702 7455	<NA>	612852	부산광역시 해운대구 좌동 1278-1번지	<NA>	<NA>	고향마을 반찬집	20071011100944	I	2018-08-31 23:59:59.0	즉석판매제조가공업	397521.55385	188196.239322	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
7399	7400	즉석판매제조가공업	07_22_19_P	3400000	3400000-107-2019-00064	20190501	<NA>	3	폐업	2	폐업	20190531	<NA>	<NA>	<NA>	<NA>	<NA>	619902	부산광역시 기장군 기장읍 당사리 524번지 롯데몰 동부산점	부산광역시 기장군 기장읍 기장해안로 147, 롯데몰 동부산점 2층	46084	꽃피는솜사탕	20190601041509	U	2019-06-04 02:40:00.0	즉석판매제조가공업	401473.933606	190354.279832	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
18150	18151	즉석판매제조가공업	07_22_19_P	3370000	3370000-107-1982-00123	19820827	<NA>	3	폐업	2	폐업	20021011	<NA>	<NA>	<NA>	051 0000000	<NA>	611827	부산광역시 연제구 연산동 788-12번지	<NA>	<NA>	밀양참기름	20071128100136	I	2018-08-31 23:59:59.0	즉석판매제조가공업	389844.786304	188236.799125	즉석판매제조가공업	<NA>	<NA>	기타	기타	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
6744	6745	즉석판매제조가공업	07_22_19_P	3280000	3280000-107-2008-00013	20080630	<NA>	3	폐업	2	폐업	20080717	<NA>	<NA>	<NA>	051 419 8151	<NA>	606062	부산광역시 영도구 봉래동2가 151-1번지	<NA>	<NA>	강원도 농특산	20080630161539	I	2018-08-31 23:59:59.0	즉석판매제조가공업	386335.809603	179336.483176	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>
5230	5231	즉석판매제조가공업	07_22_19_P	3390000	3390000-107-2006-00063	20061016	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 3140452	<NA>	617831	부산광역시 사상구 엄궁동 650번지 청과물도매시장내직판장1층	부산광역시 사상구 농산물시장로9번길 11, 1층 (엄궁동, 청과물도매시장내 직판장)	47032	통영상회	20140110113714	I	2018-08-31 23:59:59.0	즉석판매제조가공업	378968.772298	182801.316045	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	0	자가	0	0	N	<NA>	<NA>	<NA>	<NA>
4222	4223	즉석판매제조가공업	07_22_19_P	3310000	3310000-107-2009-00059	20091029	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 6120880	6.60	608832	부산광역시 남구 용호동 176-30번지 엘지메트로시티 1001동 110호	부산광역시 남구 분포로 111, 1001동 110호 (용호동, 엘지메트로시티)	48516	한우박사	20190111115443	U	2019-01-13 02:40:00.0	즉석판매제조가공업	392474.578116	183052.211152	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	0	0	0	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>

Overview

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ASCII

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Common Values

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Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

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Most frequent character per category

Decimal Number

Space Separator

Close Punctuation

Most occurring scripts

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Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

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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

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Uppercase Letter

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Other Punctuation

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Most occurring scripts

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Hangul

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Common

Han

Most occurring blocks

Most frequent character per block

ASCII

Hangul

None

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