gimi9 Pandas Profiling

Dataset statistics

Number of variables	48
Number of observations	4879
Missing cells	58438
Missing cells (%)	25.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.9 MiB
Average record size in memory	414.0 B

Variable types

Numeric	11
Categorical	19
Text	6
Unsupported	10
DateTime	1
Boolean	1

Dataset

Description	2021-03-01
Author	지방행정인허가공개데이터
URL	https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901050101123117

Alerts

`개방서비스명` has constant value ""	Constant
`개방서비스id` has constant value ""	Constant
`업태구분명` has constant value ""	Constant
`위생업태명` has constant value ""	Constant
`등급구분명` is highly imbalanced (54.4%)	Imbalance
`급수시설구분명` is highly imbalanced (65.6%)	Imbalance
`본사종업원수` is highly imbalanced (99.5%)	Imbalance
`공장사무직종업원수` is highly imbalanced (99.5%)	Imbalance
`공장판매직종업원수` is highly imbalanced (99.5%)	Imbalance
`공장생산직종업원수` is highly imbalanced (99.5%)	Imbalance
`보증액` is highly imbalanced (99.5%)	Imbalance
`월세액` is highly imbalanced (99.5%)	Imbalance
`인허가취소일자` has 4879 (100.0%) missing values	Missing
`폐업일자` has 1685 (34.5%) missing values	Missing
`휴업시작일자` has 4879 (100.0%) missing values	Missing
`휴업종료일자` has 4879 (100.0%) missing values	Missing
`재개업일자` has 4879 (100.0%) missing values	Missing
`소재지전화` has 569 (11.7%) missing values	Missing
`소재지면적` has 398 (8.2%) missing values	Missing
`도로명전체주소` has 2564 (52.6%) missing values	Missing
`도로명우편번호` has 2633 (54.0%) missing values	Missing
`좌표정보(x)` has 200 (4.1%) missing values	Missing
`좌표정보(y)` has 200 (4.1%) missing values	Missing
`여성종사자수` has 1386 (28.4%) missing values	Missing
`총종업원수` has 4879 (100.0%) missing values	Missing
`건물소유구분명` has 4879 (100.0%) missing values	Missing
`전통업소지정번호` has 4879 (100.0%) missing values	Missing
`전통업소주된음식` has 4879 (100.0%) missing values	Missing
`홈페이지` has 4879 (100.0%) missing values	Missing
`Unnamed: 47` has 4879 (100.0%) missing values	Missing
`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
`건물소유구분명` 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
`여성종사자수` has 3065 (62.8%) zeros	Zeros
`시설총규모` has 544 (11.1%) zeros	Zeros

Reproduction

Analysis started	2024-04-16 12:54:05.659118
Analysis finished	2024-04-16 12:54:06.810622
Duration	1.15 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	4879
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2440

Minimum	1
Maximum	4879
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.0 KiB

Quantile statistics

Minimum	1
5-th percentile	244.9
Q1	1220.5
median	2440
Q3	3659.5
95-th percentile	4635.1
Maximum	4879
Range	4878
Interquartile range (IQR)	2439

Descriptive statistics

Standard deviation	1408.5903
Coefficient of variation (CV)	0.57729111
Kurtosis	-1.2
Mean	2440
Median Absolute Deviation (MAD)	1220
Skewness	0
Sum	11904760
Variance	1984126.7
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	< 0.1%
3252	1	< 0.1%
3259	1	< 0.1%
3258	1	< 0.1%
3257	1	< 0.1%
3256	1	< 0.1%
3255	1	< 0.1%
3254	1	< 0.1%
3253	1	< 0.1%
3251	1	< 0.1%
Other values (4869)	4869	99.8%

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 (%)
4879	1	< 0.1%
4878	1	< 0.1%
4877	1	< 0.1%
4876	1	< 0.1%
4875	1	< 0.1%
4874	1	< 0.1%
4873	1	< 0.1%
4872	1	< 0.1%
4871	1	< 0.1%
4870	1	< 0.1%

개방서비스명
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.2 KiB

단란주점영업	4879

Length

Max length	6
Median length	6
Mean length	6
Min length	6

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
단란주점영업	4879	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
단란주점영업	4879	100.0%

개방서비스id
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.2 KiB

07_23_01_P	4879

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	07_23_01_P
2nd row	07_23_01_P
3rd row	07_23_01_P
4th row	07_23_01_P
5th row	07_23_01_P

Common Values

Value	Count	Frequency (%)
07_23_01_P	4879	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
07_23_01_p	4879	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	16
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3319262.1

Minimum	3250000
Maximum	3400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.0 KiB

Quantile statistics

Minimum	3250000
5-th percentile	3250000
Q1	3290000
median	3320000
Q3	3350000
95-th percentile	3390000
Maximum	3400000
Range	150000
Interquartile range (IQR)	60000

Descriptive statistics

Standard deviation	45151.886
Coefficient of variation (CV)	0.013602989
Kurtosis	-1.1694299
Mean	3319262.1
Median Absolute Deviation (MAD)	30000
Skewness	0.097975542
Sum	1.619468 × 10¹⁰
Variance	2.0386928 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3300000	568	11.6%
3290000	551	11.3%
3250000	492	10.1%
3380000	461	9.4%
3340000	387	7.9%
3350000	369	7.6%
3390000	347	7.1%
3270000	341	7.0%
3330000	336	6.9%
3320000	253	5.2%
Other values (6)	774	15.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	492	10.1%
3260000	212	4.3%
3270000	341	7.0%
3280000	95	1.9%
3290000	551	11.3%
3300000	568	11.6%
3310000	122	2.5%
3320000	253	5.2%
3330000	336	6.9%
3340000	387	7.9%

Value	Count	Frequency (%)
3400000	81	1.7%
3390000	347	7.1%
3380000	461	9.4%
3370000	236	4.8%
3360000	28	0.6%
3350000	369	7.6%
3340000	387	7.9%
3330000	336	6.9%
3320000	253	5.2%
3310000	122	2.5%

관리번호
Text

UNIQUE

Distinct	4879
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	38.2 KiB

Length

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

Characters and Unicode

Total characters	107338
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	4879 ?
Unique (%)	100.0%

Sample

1st row	3270000-103-1994-00559
2nd row	3270000-103-1994-00557
3rd row	3270000-103-1994-00661
4th row	3270000-103-1994-00554
5th row	3270000-103-1994-00555

Value	Count	Frequency (%)
3270000-103-1994-00559	1	< 0.1%
3270000-103-2000-00004	1	< 0.1%
3270000-103-2000-00016	1	< 0.1%
3270000-103-2000-00019	1	< 0.1%
3270000-103-1997-00748	1	< 0.1%
3270000-103-1997-00750	1	< 0.1%
3270000-103-2001-00776	1	< 0.1%
3270000-103-2001-00793	1	< 0.1%
3270000-103-2001-00794	1	< 0.1%
3250000-103-1994-00616	1	< 0.1%
Other values (4869)	4869	99.8%

Most occurring characters

Value	Count	Frequency (%)
0	38103	35.5%
3	15345	14.3%
-	14637	13.6%
1	11493	10.7%
9	9756	9.1%
2	5194	4.8%
5	2963	2.8%
4	2834	2.6%
7	2584	2.4%
6	2443	2.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	92701	86.4%
Dash Punctuation	14637	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	38103	41.1%
3	15345	16.6%
1	11493	12.4%
9	9756	10.5%
2	5194	5.6%
5	2963	3.2%
4	2834	3.1%
7	2584	2.8%
6	2443	2.6%
8	1986	2.1%

Dash Punctuation

Value	Count	Frequency (%)
-	14637	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	107338	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	38103	35.5%
3	15345	14.3%
-	14637	13.6%
1	11493	10.7%
9	9756	9.1%
2	5194	4.8%
5	2963	2.8%
4	2834	2.6%
7	2584	2.4%
6	2443	2.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	107338	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	38103	35.5%
3	15345	14.3%
-	14637	13.6%
1	11493	10.7%
9	9756	9.1%
2	5194	4.8%
5	2963	2.8%
4	2834	2.6%
7	2584	2.4%
6	2443	2.3%

인허가일자
Real number (ℝ)

Distinct	2306
Distinct (%)	47.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19978269

Minimum	19781108
Maximum	20210108
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.0 KiB

Quantile statistics

Minimum	19781108
5-th percentile	19931023
Q1	19940915
median	19960704
Q3	19990509
95-th percentile	20111037
Maximum	20210108
Range	429000
Interquartile range (IQR)	49594

Descriptive statistics

Standard deviation	55556.989
Coefficient of variation (CV)	0.0027808709
Kurtosis	4.2138324
Mean	19978269
Median Absolute Deviation (MAD)	20000
Skewness	2.0577604
Sum	9.7473976 × 10¹⁰
Variance	3.086579 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19950427	84	1.7%
19931231	20	0.4%
19931015	18	0.4%
19930928	15	0.3%
19931228	13	0.3%
19931223	12	0.2%
19940701	12	0.2%
19931229	12	0.2%
19951218	11	0.2%
19950224	11	0.2%
Other values (2296)	4671	95.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19781108	1	< 0.1%
19800702	1	< 0.1%
19880702	1	< 0.1%
19890202	1	< 0.1%
19900215	1	< 0.1%
19910122	1	< 0.1%
19910826	1	< 0.1%
19920422	1	< 0.1%
19930115	2	< 0.1%
19930117	2	< 0.1%

Value	Count	Frequency (%)
20210108	1	< 0.1%
20210106	1	< 0.1%
20201216	1	< 0.1%
20201202	1	< 0.1%
20201105	2	< 0.1%
20201027	1	< 0.1%
20201023	1	< 0.1%
20200928	1	< 0.1%
20200918	1	< 0.1%
20200911	1	< 0.1%

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4879
Missing (%)	100.0%
Memory size	43.0 KiB

영업상태구분코드
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.2 KiB

3	3194
1	1685

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
3	3194	65.5%
1	1685	34.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	3194	65.5%
1	1685	34.5%

영업상태명
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.2 KiB

폐업	3194
영업/정상	1685

Length

Max length	5
Median length	2
Mean length	3.036073
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	3194	65.5%
영업/정상	1685	34.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	3194	65.5%
영업/정상	1685	34.5%

상세영업상태코드
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.2 KiB

2	3194
1	1685

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
2	3194	65.5%
1	1685	34.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	3194	65.5%
1	1685	34.5%

상세영업상태명
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.2 KiB

폐업	3194
영업	1685

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	3194	65.5%
영업	1685	34.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	3194	65.5%
영업	1685	34.5%

폐업일자
Real number (ℝ)

MISSING

Distinct	2054
Distinct (%)	64.3%
Missing	1685
Missing (%)	34.5%
Infinite	0
Infinite (%)	0.0%
Mean	19694700

Minimum	10000
Maximum	20210128
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.0 KiB

Quantile statistics

Minimum	10000
5-th percentile	19950523
Q1	20000112
median	20030124
Q3	20100610
95-th percentile	20181219
Maximum	20210128
Range	20200128
Interquartile range (IQR)	100498.25

Descriptive statistics

Standard deviation	1872361.5
Coefficient of variation (CV)	0.095069306
Kurtosis	25.359245
Mean	19694700
Median Absolute Deviation (MAD)	39701
Skewness	-5.1258058
Sum	6.2904873 × 10¹⁰
Variance	3.5057375 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10000101	102	2.1%
20040324	67	1.4%
20070322	19	0.4%
20130626	16	0.3%
19990504	14	0.3%
20130409	12	0.2%
11111111	11	0.2%
19991020	11	0.2%
20140508	10	0.2%
20031223	10	0.2%
Other values (2044)	2922	59.9%
(Missing)	1685	34.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10000	1	< 0.1%
10000101	102	2.1%
11111111	11	0.2%
19900507	1	< 0.1%
19931120	1	< 0.1%
19940121	1	< 0.1%
19940308	1	< 0.1%
19940317	1	< 0.1%
19940324	1	< 0.1%
19940504	1	< 0.1%

Value	Count	Frequency (%)
20210128	1	< 0.1%
20210115	1	< 0.1%
20210113	1	< 0.1%
20201223	1	< 0.1%
20201222	1	< 0.1%
20201215	1	< 0.1%
20201207	1	< 0.1%
20201120	1	< 0.1%
20201118	2	< 0.1%
20201117	1	< 0.1%

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4879
Missing (%)	100.0%
Memory size	43.0 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4879
Missing (%)	100.0%
Memory size	43.0 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4879
Missing (%)	100.0%
Memory size	43.0 KiB

소재지전화
Text

MISSING

Distinct	3336
Distinct (%)	77.4%
Missing	569
Missing (%)	11.7%
Memory size	38.2 KiB

Length

Max length	12
Median length	11
Mean length	9.5058005
Min length	3

Characters and Unicode

Total characters	40970
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	3234 ?
Unique (%)	75.0%

Sample

1st row	051
2nd row	051
3rd row	051
4th row	051
5th row	051

Value	Count	Frequency (%)
051	4161	50.5%
245	36	0.4%
246	25	0.3%
244	21	0.3%
248	21	0.3%
256	16	0.2%
243	15	0.2%
469	15	0.2%
254	13	0.2%
241	11	0.1%
Other values (3488)	3901	47.4%

Most occurring characters

Value	Count	Frequency (%)
5	7509	18.3%
0	6563	16.0%
1	6396	15.6%
	3959	9.7%
2	3128	7.6%
4	2645	6.5%
7	2368	5.8%
6	2362	5.8%
3	2318	5.7%
8	2237	5.5%
Other values (2)	1485	3.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	37009	90.3%
Space Separator	3959	9.7%
Dash Punctuation	2	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	7509	20.3%
0	6563	17.7%
1	6396	17.3%
2	3128	8.5%
4	2645	7.1%
7	2368	6.4%
6	2362	6.4%
3	2318	6.3%
8	2237	6.0%
9	1483	4.0%

Space Separator

Value	Count	Frequency (%)
	3959	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	40970	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	7509	18.3%
0	6563	16.0%
1	6396	15.6%
	3959	9.7%
2	3128	7.6%
4	2645	6.5%
7	2368	5.8%
6	2362	5.8%
3	2318	5.7%
8	2237	5.5%
Other values (2)	1485	3.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	40970	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	7509	18.3%
0	6563	16.0%
1	6396	15.6%
	3959	9.7%
2	3128	7.6%
4	2645	6.5%
7	2368	5.8%
6	2362	5.8%
3	2318	5.7%
8	2237	5.5%
Other values (2)	1485	3.6%

소재지면적
Text

MISSING

Distinct	3467
Distinct (%)	77.4%
Missing	398
Missing (%)	8.2%
Memory size	38.2 KiB

Length

Max length	8
Median length	5
Mean length	5.2675742
Min length	3

Characters and Unicode

Total characters	23604
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	2782 ?
Unique (%)	62.1%

Sample

1st row	62.21
2nd row	24.96
3rd row	77.50
4th row	.00
5th row	32.50

Value	Count	Frequency (%)
00	146	3.3%
72.00	5	0.1%
63.00	5	0.1%
87.00	5	0.1%
75.00	5	0.1%
61.60	5	0.1%
59.00	5	0.1%
140.00	5	0.1%
52.00	5	0.1%
64.90	4	0.1%
Other values (3457)	4291	95.8%

Most occurring characters

Value	Count	Frequency (%)
.	4481	19.0%
1	2881	12.2%
0	2747	11.6%
4	1889	8.0%
6	1730	7.3%
8	1729	7.3%
2	1698	7.2%
5	1666	7.1%
7	1629	6.9%
9	1592	6.7%
Other values (2)	1562	6.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	19119	81.0%
Other Punctuation	4485	19.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	2881	15.1%
0	2747	14.4%
4	1889	9.9%
6	1730	9.0%
8	1729	9.0%
2	1698	8.9%
5	1666	8.7%
7	1629	8.5%
9	1592	8.3%
3	1558	8.1%

Other Punctuation

Value	Count	Frequency (%)
.	4481	99.9%
,	4	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	23604	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	4481	19.0%
1	2881	12.2%
0	2747	11.6%
4	1889	8.0%
6	1730	7.3%
8	1729	7.3%
2	1698	7.2%
5	1666	7.1%
7	1629	6.9%
9	1592	6.7%
Other values (2)	1562	6.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	23604	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	4481	19.0%
1	2881	12.2%
0	2747	11.6%
4	1889	8.0%
6	1730	7.3%
8	1729	7.3%
2	1698	7.2%
5	1666	7.1%
7	1629	6.9%
9	1592	6.7%
Other values (2)	1562	6.6%

소재지우편번호
Real number (ℝ)

Distinct	479
Distinct (%)	9.8%
Missing	13
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	609611.79

Minimum	600011
Maximum	619912
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.0 KiB

Quantile statistics

Minimum	600011
5-th percentile	600071.25
Q1	604829
median	609839
Q3	614107.5
95-th percentile	617808
Maximum	619912
Range	19901
Interquartile range (IQR)	9278.5

Descriptive statistics

Standard deviation	5733.5841
Coefficient of variation (CV)	0.0094053037
Kurtosis	-1.1772272
Mean	609611.79
Median Absolute Deviation (MAD)	4991
Skewness	-0.20238915
Sum	2.966371 × 10⁹
Variance	32873986
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
607833	127	2.6%
614847	104	2.1%
613805	95	1.9%
612847	72	1.5%
617806	66	1.4%
616801	64	1.3%
613800	63	1.3%
612821	60	1.2%
613828	57	1.2%
611822	57	1.2%
Other values (469)	4101	84.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
600011	4	0.1%
600012	18	0.4%
600013	7	0.1%
600014	4	0.1%
600015	3	0.1%
600021	5	0.1%
600022	20	0.4%
600023	11	0.2%
600024	1	< 0.1%
600025	8	0.2%

Value	Count	Frequency (%)
619912	10	0.2%
619906	7	0.1%
619905	9	0.2%
619904	6	0.1%
619903	25	0.5%
619901	11	0.2%
618815	14	0.3%
618814	8	0.2%
618290	3	0.1%
618230	1	< 0.1%

소재지전체주소
Text

Distinct	4192
Distinct (%)	85.9%
Missing	0
Missing (%)	0.0%
Memory size	38.2 KiB

Length

Max length	55
Median length	54
Mean length	22.582086
Min length	17

Characters and Unicode

Total characters	110178
Distinct characters	261
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	3641 ?
Unique (%)	74.6%

Sample

1st row	부산광역시 동구 초량동 1204-15번지
2nd row	부산광역시 동구 범일동 830-265번지
3rd row	부산광역시 동구 범일동 579-2번지
4th row	부산광역시 동구 범일동 579-2번지
5th row	부산광역시 동구 수정동 253-1번지

Value	Count	Frequency (%)
부산광역시	4879	23.5%
동래구	568	2.7%
부산진구	551	2.7%
중구	492	2.4%
수영구	461	2.2%
사하구	387	1.9%
금정구	369	1.8%
부전동	354	1.7%
사상구	347	1.7%
동구	341	1.6%
Other values (4335)	12002	57.8%

Most occurring characters

Value	Count	Frequency (%)
	15880	14.4%
부	6023	5.5%
동	5831	5.3%
산	5710	5.2%
광	5193	4.7%
1	5095	4.6%
구	4964	4.5%
시	4883	4.4%
역	4880	4.4%
-	4878	4.4%
Other values (251)	46841	42.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	64719	58.7%
Decimal Number	23666	21.5%
Space Separator	15880	14.4%
Dash Punctuation	4878	4.4%
Open Punctuation	375	0.3%
Close Punctuation	375	0.3%
Other Punctuation	266	0.2%
Uppercase Letter	15	< 0.1%
Math Symbol	3	< 0.1%
Lowercase Letter	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
부	6023	9.3%
동	5831	9.0%
산	5710	8.8%
광	5193	8.0%
구	4964	7.7%
시	4883	7.5%
역	4880	7.5%
지	4866	7.5%
번	4481	6.9%
하	807	1.2%
Other values (221)	17081	26.4%

Decimal Number

Value	Count	Frequency (%)
1	5095	21.5%
2	3691	15.6%
3	2663	11.3%
4	2282	9.6%
5	2124	9.0%
0	1777	7.5%
6	1676	7.1%
7	1539	6.5%
9	1430	6.0%
8	1389	5.9%

Uppercase Letter

Value	Count	Frequency (%)
B	9	60.0%
D	1	6.7%
A	1	6.7%
T	1	6.7%
O	1	6.7%
L	1	6.7%
F	1	6.7%

Other Punctuation

Value	Count	Frequency (%)
,	245	92.1%
.	19	7.1%
/	2	0.8%

Math Symbol

Value	Count	Frequency (%)
=	1	33.3%
>	1	33.3%
~	1	33.3%

Open Punctuation

Value	Count	Frequency (%)
(	374	99.7%
[	1	0.3%

Close Punctuation

Value	Count	Frequency (%)
)	374	99.7%
]	1	0.3%

Space Separator

Value	Count	Frequency (%)
	15880	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	4878	100.0%

Lowercase Letter

Value	Count	Frequency (%)
b	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	64719	58.7%
Common	45443	41.2%
Latin	16	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	6023	9.3%
동	5831	9.0%
산	5710	8.8%
광	5193	8.0%
구	4964	7.7%
시	4883	7.5%
역	4880	7.5%
지	4866	7.5%
번	4481	6.9%
하	807	1.2%
Other values (221)	17081	26.4%

Common

Value	Count	Frequency (%)
	15880	34.9%
1	5095	11.2%
-	4878	10.7%
2	3691	8.1%
3	2663	5.9%
4	2282	5.0%
5	2124	4.7%
0	1777	3.9%
6	1676	3.7%
7	1539	3.4%
Other values (12)	3838	8.4%

Latin

Value	Count	Frequency (%)
B	9	56.2%
D	1	6.2%
A	1	6.2%
T	1	6.2%
O	1	6.2%
L	1	6.2%
b	1	6.2%
F	1	6.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	64719	58.7%
ASCII	45459	41.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	15880	34.9%
1	5095	11.2%
-	4878	10.7%
2	3691	8.1%
3	2663	5.9%
4	2282	5.0%
5	2124	4.7%
0	1777	3.9%
6	1676	3.7%
7	1539	3.4%
Other values (20)	3854	8.5%

Hangul

Value	Count	Frequency (%)
부	6023	9.3%
동	5831	9.0%
산	5710	8.8%
광	5193	8.0%
구	4964	7.7%
시	4883	7.5%
역	4880	7.5%
지	4866	7.5%
번	4481	6.9%
하	807	1.2%
Other values (221)	17081	26.4%

도로명전체주소
Text

MISSING

Distinct	2248
Distinct (%)	97.1%
Missing	2564
Missing (%)	52.6%
Memory size	38.2 KiB

Length

Max length	56
Median length	46
Mean length	27.649676
Min length	20

Characters and Unicode

Total characters	64009
Distinct characters	287
Distinct categories	9 ?
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	2189 ?
Unique (%)	94.6%

Sample

1st row	부산광역시 동구 중앙대로251번길 13 (초량동,169-2)
2nd row	부산광역시 동구 자성공원로 28 (범일동)
3rd row	부산광역시 동구 중앙대로196번길 12-7 (초량동)
4th row	부산광역시 동구 중앙대로180번길 12-6 (초량동)
5th row	부산광역시 동구 중앙대로320번길 7-8 (초량동)

Value	Count	Frequency (%)
부산광역시	2315	18.5%
부산진구	258	2.1%
동래구	258	2.1%
중구	250	2.0%
수영구	225	1.8%
사하구	214	1.7%
금정구	181	1.4%
해운대구	178	1.4%
지하1층	169	1.4%
2층	164	1.3%
Other values (1819)	8277	66.3%

Most occurring characters

Value	Count	Frequency (%)
	10176	15.9%
동	3029	4.7%
부	2938	4.6%
산	2727	4.3%
광	2613	4.1%
구	2420	3.8%
시	2388	3.7%
)	2347	3.7%
(	2347	3.7%
1	2324	3.6%
Other values (277)	30700	48.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	38041	59.4%
Space Separator	10176	15.9%
Decimal Number	9595	15.0%
Close Punctuation	2348	3.7%
Open Punctuation	2348	3.7%
Other Punctuation	965	1.5%
Dash Punctuation	523	0.8%
Uppercase Letter	10	< 0.1%
Math Symbol	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	3029	8.0%
부	2938	7.7%
산	2727	7.2%
광	2613	6.9%
구	2420	6.4%
시	2388	6.3%
역	2316	6.1%
로	2232	5.9%
길	1100	2.9%
번	1043	2.7%
Other values (251)	15235	40.0%

Decimal Number

Value	Count	Frequency (%)
1	2324	24.2%
2	1626	16.9%
3	1111	11.6%
4	825	8.6%
5	729	7.6%
9	648	6.8%
0	620	6.5%
6	617	6.4%
7	551	5.7%
8	544	5.7%

Uppercase Letter

Value	Count	Frequency (%)
B	4	40.0%
H	2	20.0%
A	2	20.0%
C	1	10.0%
D	1	10.0%

Math Symbol

Value	Count	Frequency (%)
=	1	33.3%
>	1	33.3%
~	1	33.3%

Close Punctuation

Value	Count	Frequency (%)
)	2347	> 99.9%
]	1	< 0.1%

Open Punctuation

Value	Count	Frequency (%)
(	2347	> 99.9%
[	1	< 0.1%

Other Punctuation

Value	Count	Frequency (%)
,	960	99.5%
.	5	0.5%

Space Separator

Value	Count	Frequency (%)
	10176	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	523	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	38041	59.4%
Common	25958	40.6%
Latin	10	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	3029	8.0%
부	2938	7.7%
산	2727	7.2%
광	2613	6.9%
구	2420	6.4%
시	2388	6.3%
역	2316	6.1%
로	2232	5.9%
길	1100	2.9%
번	1043	2.7%
Other values (251)	15235	40.0%

Common

Value	Count	Frequency (%)
	10176	39.2%
)	2347	9.0%
(	2347	9.0%
1	2324	9.0%
2	1626	6.3%
3	1111	4.3%
,	960	3.7%
4	825	3.2%
5	729	2.8%
9	648	2.5%
Other values (11)	2865	11.0%

Latin

Value	Count	Frequency (%)
B	4	40.0%
H	2	20.0%
A	2	20.0%
C	1	10.0%
D	1	10.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	38041	59.4%
ASCII	25968	40.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	10176	39.2%
)	2347	9.0%
(	2347	9.0%
1	2324	8.9%
2	1626	6.3%
3	1111	4.3%
,	960	3.7%
4	825	3.2%
5	729	2.8%
9	648	2.5%
Other values (16)	2875	11.1%

Hangul

Value	Count	Frequency (%)
동	3029	8.0%
부	2938	7.7%
산	2727	7.2%
광	2613	6.9%
구	2420	6.4%
시	2388	6.3%
역	2316	6.1%
로	2232	5.9%
길	1100	2.9%
번	1043	2.7%
Other values (251)	15235	40.0%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	575
Distinct (%)	25.6%
Missing	2633
Missing (%)	54.0%
Infinite	0
Infinite (%)	0.0%
Mean	47964.001

Minimum	46015
Maximum	49524
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.0 KiB

Quantile statistics

Minimum	46015
5-th percentile	46291
Q1	47254
median	48055
Q3	48923
95-th percentile	49380.75
Maximum	49524
Range	3509
Interquartile range (IQR)	1669

Descriptive statistics

Standard deviation	967.87906
Coefficient of variation (CV)	0.020179281
Kurtosis	-0.99540936
Mean	47964.001
Median Absolute Deviation (MAD)	801
Skewness	-0.21416093
Sum	1.0772715 × 10⁸
Variance	936789.87
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
48303	32	0.7%
48095	31	0.6%
48307	31	0.6%
47709	28	0.6%
47288	27	0.6%
48106	24	0.5%
48266	24	0.5%
47731	22	0.5%
48953	21	0.4%
47712	20	0.4%
Other values (565)	1986	40.7%
(Missing)	2633	54.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
46015	4	0.1%
46022	1	< 0.1%
46023	3	0.1%
46044	5	0.1%
46055	1	< 0.1%
46056	5	0.1%
46061	5	0.1%
46065	2	< 0.1%
46066	9	0.2%
46067	1	< 0.1%

Value	Count	Frequency (%)
49524	14	0.3%
49518	1	< 0.1%
49511	1	< 0.1%
49509	1	< 0.1%
49502	1	< 0.1%
49494	5	0.1%
49493	1	< 0.1%
49482	5	0.1%
49476	5	0.1%
49475	5	0.1%

사업장명
Text

Distinct	3525
Distinct (%)	72.2%
Missing	0
Missing (%)	0.0%
Memory size	38.2 KiB

Length

Max length	28
Median length	25
Mean length	4.1973765
Min length	1

Characters and Unicode

Total characters	20479
Distinct characters	769
Distinct categories	12 ?
Distinct scripts	5 ?
Distinct blocks	7 ?

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

Unique

Unique	2912 ?
Unique (%)	59.7%

Sample

1st row	체리
2nd row	동해꼬지구이
3rd row	큐가요반주
4th row	가요반주
5th row	아성단란주점

Value	Count	Frequency (%)
단란주점	175	3.3%
노래주점	22	0.4%
오렌지	20	0.4%
라이브	19	0.4%
노래방	18	0.3%
에이스	18	0.3%
황제	17	0.3%
스타	16	0.3%
발리	15	0.3%
축제	14	0.3%
Other values (3447)	4920	93.6%

Most occurring characters

Value	Count	Frequency (%)
주	1225	6.0%
점	1163	5.7%
단	878	4.3%
란	874	4.3%
스	483	2.4%
래	454	2.2%
노	447	2.2%
이	402	2.0%
	376	1.8%
라	326	1.6%
Other values (759)	13851	67.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	19220	93.9%
Space Separator	376	1.8%
Decimal Number	304	1.5%
Uppercase Letter	240	1.2%
Lowercase Letter	106	0.5%
Close Punctuation	81	0.4%
Open Punctuation	81	0.4%
Other Punctuation	53	0.3%
Letter Number	9	< 0.1%
Dash Punctuation	7	< 0.1%
Other values (2)	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	1225	6.4%
점	1163	6.1%
단	878	4.6%
란	874	4.5%
스	483	2.5%
래	454	2.4%
노	447	2.3%
이	402	2.1%
라	326	1.7%
리	307	1.6%
Other values (687)	12661	65.9%

Uppercase Letter

Value	Count	Frequency (%)
O	26	10.8%
B	25	10.4%
M	23	9.6%
S	18	7.5%
I	16	6.7%
A	14	5.8%
R	13	5.4%
N	12	5.0%
E	10	4.2%
C	10	4.2%
Other values (17)	73	30.4%

Lowercase Letter

Value	Count	Frequency (%)
e	13	12.3%
o	12	11.3%
a	11	10.4%
i	9	8.5%
l	7	6.6%
k	6	5.7%
n	6	5.7%
u	6	5.7%
r	5	4.7%
s	5	4.7%
Other values (13)	26	24.5%

Decimal Number

Value	Count	Frequency (%)
0	90	29.6%
2	70	23.0%
7	39	12.8%
8	38	12.5%
1	35	11.5%
3	8	2.6%
5	7	2.3%
9	7	2.3%
4	7	2.3%
6	3	1.0%

Other Punctuation

Value	Count	Frequency (%)
.	47	88.7%
!	3	5.7%
'	2	3.8%
&	1	1.9%

Letter Number

Value	Count	Frequency (%)
Ⅱ	6	66.7%
Ⅰ	3	33.3%

Space Separator

Value	Count	Frequency (%)
	376	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	81	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	81	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	7	100.0%

Other Symbol

Value	Count	Frequency (%)
°	1	100.0%

Math Symbol

Value	Count	Frequency (%)
∥	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	19215	93.8%
Common	904	4.4%
Latin	354	1.7%
Han	5	< 0.1%
Greek	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	1225	6.4%
점	1163	6.1%
단	878	4.6%
란	874	4.5%
스	483	2.5%
래	454	2.4%
노	447	2.3%
이	402	2.1%
라	326	1.7%
리	307	1.6%
Other values (682)	12656	65.9%

Latin

Value	Count	Frequency (%)
O	26	7.3%
B	25	7.1%
M	23	6.5%
S	18	5.1%
I	16	4.5%
A	14	4.0%
R	13	3.7%
e	13	3.7%
o	12	3.4%
N	12	3.4%
Other values (41)	182	51.4%

Common

Value	Count	Frequency (%)
	376	41.6%
0	90	10.0%
)	81	9.0%
(	81	9.0%
2	70	7.7%
.	47	5.2%
7	39	4.3%
8	38	4.2%
1	35	3.9%
3	8	0.9%
Other values (10)	39	4.3%

Han

Value	Count	Frequency (%)
女	1	20.0%
美	1	20.0%
人	1	20.0%
雲	1	20.0%
丹	1	20.0%

Greek

Value	Count	Frequency (%)
Ι	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	19215	93.8%
ASCII	1246	6.1%
Number Forms	9	< 0.1%
CJK	4	< 0.1%
None	3	< 0.1%
CJK Compat Ideographs	1	< 0.1%
Math Operators	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
주	1225	6.4%
점	1163	6.1%
단	878	4.6%
란	874	4.5%
스	483	2.5%
래	454	2.4%
노	447	2.3%
이	402	2.1%
라	326	1.7%
리	307	1.6%
Other values (682)	12656	65.9%

ASCII

Value	Count	Frequency (%)
	376	30.2%
0	90	7.2%
)	81	6.5%
(	81	6.5%
2	70	5.6%
.	47	3.8%
7	39	3.1%
8	38	3.0%
1	35	2.8%
O	26	2.1%
Other values (56)	363	29.1%

Number Forms

Value	Count	Frequency (%)
Ⅱ	6	66.7%
Ⅰ	3	33.3%

None

Value	Count	Frequency (%)
Ι	1	33.3%
Ｉ	1	33.3%
°	1	33.3%

CJK Compat Ideographs

Value	Count	Frequency (%)
女	1	100.0%

CJK

Value	Count	Frequency (%)
美	1	25.0%
人	1	25.0%
雲	1	25.0%
丹	1	25.0%

Math Operators

Value	Count	Frequency (%)
∥	1	100.0%

최종수정시점
Real number (ℝ)

Distinct	3137
Distinct (%)	64.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0097544 × 10¹³

Minimum	1.9990303 × 10¹³
Maximum	2.0210129 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.0 KiB

Quantile statistics

Minimum	1.9990303 × 10¹³
5-th percentile	2.0010803 × 10¹³
Q1	2.0020826 × 10¹³
median	2.0081119 × 10¹³
Q3	2.0180213 × 10¹³
95-th percentile	2.0200918 × 10¹³
Maximum	2.0210129 × 10¹³
Range	2.1982617 × 10¹¹
Interquartile range (IQR)	1.5938714 × 10¹¹

Descriptive statistics

Standard deviation	7.5513946 × 10¹⁰
Coefficient of variation (CV)	0.0037573719
Kurtosis	-1.6698167
Mean	2.0097544 × 10¹³
Median Absolute Deviation (MAD)	6.9691061 × 10¹⁰
Skewness	0.1511246
Sum	9.8055915 × 10¹⁶
Variance	5.7023561 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20020826000000	71	1.5%
20070430000000	69	1.4%
20040324000000	67	1.4%
20031215000000	60	1.2%
20010803000000	59	1.2%
20040426000000	58	1.2%
20030506000000	49	1.0%
20010820000000	44	0.9%
20030106000000	43	0.9%
20011112000000	43	0.9%
Other values (3127)	4316	88.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19990303000000	14	0.3%
19990304000000	3	0.1%
19990305000000	12	0.2%
19990322000000	4	0.1%
19990323000000	2	< 0.1%
19990324000000	2	< 0.1%
19990329000000	3	0.1%
19990330000000	1	< 0.1%
19990406000000	5	0.1%
19990409000000	1	< 0.1%

Value	Count	Frequency (%)
20210129170639	1	< 0.1%
20210129163712	1	< 0.1%
20210129151422	1	< 0.1%
20210128163018	1	< 0.1%
20210128161531	1	< 0.1%
20210127205152	1	< 0.1%
20210127091130	1	< 0.1%
20210126170926	1	< 0.1%
20210126105521	1	< 0.1%
20210125170122	1	< 0.1%

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.2 KiB

I	3847
U	1032

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
I	3847	78.8%
U	1032	21.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	3847	78.8%
u	1032	21.2%

데이터갱신일자
Date

Distinct	459
Distinct (%)	9.4%
Missing	0
Missing (%)	0.0%
Memory size	38.2 KiB

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

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.2 KiB

단란주점	4879

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
단란주점	4879	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
단란주점	4879	100.0%

좌표정보(x)
Real number (ℝ)

MISSING

Distinct	3690
Distinct (%)	78.9%
Missing	200
Missing (%)	4.1%
Infinite	0
Infinite (%)	0.0%
Mean	387644.45

Minimum	366890.21
Maximum	403228.83
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.0 KiB

Quantile statistics

Minimum	366890.21
5-th percentile	379544.09
Q1	384431.05
median	387557.05
Q3	391010.2
95-th percentile	396944.54
Maximum	403228.83
Range	36338.619
Interquartile range (IQR)	6579.1535

Descriptive statistics

Standard deviation	5047.8699
Coefficient of variation (CV)	0.013021907
Kurtosis	0.11882155
Mean	387644.45
Median Absolute Deviation (MAD)	3206.2225
Skewness	0.23016606
Sum	1.8137884 × 10⁹
Variance	25480991
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
380673.108350478	7	0.1%
398201.868294603	6	0.1%
397253.359801093	6	0.1%
392621.340936598	5	0.1%
393101.663017873	5	0.1%
388542.948456924	5	0.1%
398209.525948624	5	0.1%
396415.054631606	5	0.1%
384350.828534417	5	0.1%
391765.962274389	5	0.1%
Other values (3680)	4625	94.8%
(Missing)	200	4.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
366890.211030714	1	< 0.1%
371179.51398421	1	< 0.1%
371181.352545926	1	< 0.1%
371268.326316118	1	< 0.1%
373506.567424228	3	0.1%
373507.648939183	2	< 0.1%
373510.894532737	1	< 0.1%
373511.825122965	1	< 0.1%
373570.222207964	1	< 0.1%
373925.111972629	2	< 0.1%

Value	Count	Frequency (%)
403228.830281258	3	0.1%
403222.018580983	1	< 0.1%
403220.86243484	1	< 0.1%
403200.483344319	1	< 0.1%
403196.769858674	1	< 0.1%
403172.076097548	1	< 0.1%
403141.875625431	1	< 0.1%
403137.604587263	1	< 0.1%
402719.901638477	1	< 0.1%
402710.478347136	1	< 0.1%

좌표정보(y)
Real number (ℝ)

MISSING

Distinct	3690
Distinct (%)	78.9%
Missing	200
Missing (%)	4.1%
Infinite	0
Infinite (%)	0.0%
Mean	186347.44

Minimum	174601.92
Maximum	205071.33
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	43.0 KiB

Quantile statistics

Minimum	174601.92
5-th percentile	179139.65
Q1	181420.1
median	186361.1
Q3	190950.66
95-th percentile	194088.23
Maximum	205071.33
Range	30469.413
Interquartile range (IQR)	9530.5644

Descriptive statistics

Standard deviation	5161.6617
Coefficient of variation (CV)	0.027699129
Kurtosis	-0.62544415
Mean	186347.44
Median Absolute Deviation (MAD)	4716.1315
Skewness	0.14984824
Sum	8.7191966 × 10⁸
Variance	26642751
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
186936.559537379	7	0.1%
187924.572584588	6	0.1%
186877.873640825	6	0.1%
185352.56700556	5	0.1%
186009.733234211	5	0.1%
191795.5678711	5	0.1%
187911.687753972	5	0.1%
186651.895719198	5	0.1%
179194.634908844	5	0.1%
192612.557365805	5	0.1%
Other values (3680)	4625	94.8%
(Missing)	200	4.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
174601.916025821	1	< 0.1%
174641.982653379	1	< 0.1%
174657.566707169	1	< 0.1%
174684.587801639	1	< 0.1%
174736.309852383	1	< 0.1%
174740.161894049	1	< 0.1%
174752.923485834	1	< 0.1%
174762.033933042	1	< 0.1%
174773.34037535	1	< 0.1%
174776.003183495	1	< 0.1%

Value	Count	Frequency (%)
205071.329345044	1	< 0.1%
204718.966111877	1	< 0.1%
204697.370631599	1	< 0.1%
204693.184874424	1	< 0.1%
204692.671116438	1	< 0.1%
204661.761497689	1	< 0.1%
204548.162416784	1	< 0.1%
204541.519769453	3	0.1%
199379.221336108	1	< 0.1%
199360.414323625	1	< 0.1%

위생업태명
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.2 KiB

단란주점	4879

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
단란주점	4879	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
단란주점	4879	100.0%

남성종사자수
Categorical

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.2 KiB

0	3080
<NA>	1383
1	411
2	4
5	1

Length

Max length	4
Median length	1
Mean length	1.8503792
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	3080	63.1%
<NA>	1383	28.3%
1	411	8.4%
2	4	0.1%
5	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	3080	63.1%
na	1383	28.3%
1	411	8.4%
2	4	0.1%
5	1	< 0.1%

여성종사자수
Real number (ℝ)

MISSING ZEROS

Distinct	9
Distinct (%)	0.3%
Missing	1386
Missing (%)	28.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.1460063

Minimum	0
Maximum	15
Zeros	3065
Zeros (%)	62.8%
Negative	0
Negative (%)	0.0%
Memory size	43.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	15
Range	15
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.55135384
Coefficient of variation (CV)	3.7762333
Kurtosis	291.67598
Mean	0.1460063
Median Absolute Deviation (MAD)	0
Skewness	13.259579
Sum	510
Variance	0.30399106
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	3065	62.8%
1	390	8.0%
2	31	0.6%
3	2	< 0.1%
8	1	< 0.1%
11	1	< 0.1%
15	1	< 0.1%
5	1	< 0.1%
13	1	< 0.1%
(Missing)	1386	28.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3065	62.8%
1	390	8.0%
2	31	0.6%
3	2	< 0.1%
5	1	< 0.1%
8	1	< 0.1%
11	1	< 0.1%
13	1	< 0.1%
15	1	< 0.1%

Value	Count	Frequency (%)
15	1	< 0.1%
13	1	< 0.1%
11	1	< 0.1%
8	1	< 0.1%
5	1	< 0.1%
3	2	< 0.1%
2	31	0.6%
1	390	8.0%
0	3065	62.8%

영업장주변구분명
Categorical

Distinct	8
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	38.2 KiB

기타	3080
유흥업소밀집지역	793
<NA>	753
학교정화(상대)	130
주택가주변	109
Other values (3)	14

Length

Max length	8
Median length	2
Mean length	3.5226481
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
기타	3080	63.1%
유흥업소밀집지역	793	16.3%
<NA>	753	15.4%
학교정화(상대)	130	2.7%
주택가주변	109	2.2%
아파트지역	7	0.1%
결혼예식장주변	5	0.1%
학교정화(절대)	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
기타	3080	63.1%
유흥업소밀집지역	793	16.3%
na	753	15.4%
학교정화(상대	130	2.7%
주택가주변	109	2.2%
아파트지역	7	0.1%
결혼예식장주변	5	0.1%
학교정화(절대	2	< 0.1%

등급구분명
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.2 KiB

기타	3378
<NA>	1127
자율	345
지도	14
우수	11

Length

Max length	4
Median length	2
Mean length	2.4619799
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
기타	3378	69.2%
<NA>	1127	23.1%
자율	345	7.1%
지도	14	0.3%
우수	11	0.2%
관리	4	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
기타	3378	69.2%
na	1127	23.1%
자율	345	7.1%
지도	14	0.3%
우수	11	0.2%
관리	4	0.1%

급수시설구분명
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.2 KiB

<NA>	3434
상수도전용	1439
상수도(음용)지하수(주방용)겸용	2
지하수전용	2
간이상수도	1

Length

Max length	19
Median length	4
Mean length	4.3039557
Min length	4

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	3434	70.4%
상수도전용	1439	29.5%
상수도(음용)지하수(주방용)겸용	2	< 0.1%
지하수전용	2	< 0.1%
간이상수도	1	< 0.1%
전용상수도(특정시설의 자가용 수도)	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3434	70.4%
상수도전용	1439	29.5%
상수도(음용)지하수(주방용)겸용	2	< 0.1%
지하수전용	2	< 0.1%
간이상수도	1	< 0.1%
전용상수도(특정시설의	1	< 0.1%
자가용	1	< 0.1%
수도	1	< 0.1%

총종업원수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4879
Missing (%)	100.0%
Memory size	43.0 KiB

본사종업원수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.2 KiB

<NA>	4877
0	2

Length

Max length	4
Median length	4
Mean length	3.9987702
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>	4877	> 99.9%
0	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4877	> 99.9%
0	2	< 0.1%

공장사무직종업원수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.2 KiB

<NA>	4877
0	2

Length

Max length	4
Median length	4
Mean length	3.9987702
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>	4877	> 99.9%
0	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4877	> 99.9%
0	2	< 0.1%

공장판매직종업원수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.2 KiB

<NA>	4877
0	2

Length

Max length	4
Median length	4
Mean length	3.9987702
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>	4877	> 99.9%
0	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4877	> 99.9%
0	2	< 0.1%

공장생산직종업원수
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.2 KiB

<NA>	4877
0	2

Length

Max length	4
Median length	4
Mean length	3.9987702
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>	4877	> 99.9%
0	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4877	> 99.9%
0	2	< 0.1%

건물소유구분명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4879
Missing (%)	100.0%
Memory size	43.0 KiB

보증액
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.2 KiB

<NA>	4877
0	2

Length

Max length	4
Median length	4
Mean length	3.9987702
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>	4877	> 99.9%
0	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4877	> 99.9%
0	2	< 0.1%

월세액
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.2 KiB

<NA>	4877
0	2

Length

Max length	4
Median length	4
Mean length	3.9987702
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>	4877	> 99.9%
0	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4877	> 99.9%
0	2	< 0.1%

다중이용업소여부
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.9 KiB

False	3742
True	1137

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	3742	76.7%
True	1137	23.3%

시설총규모
Real number (ℝ)

ZEROS

Distinct	3467
Distinct (%)	71.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	80.379871

Minimum	0
Maximum	2146.75
Zeros	544
Zeros (%)	11.1%
Negative	0
Negative (%)	0.0%
Memory size	43.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	49.445
median	78.14
Q3	107.745
95-th percentile	143.671
Maximum	2146.75
Range	2146.75
Interquartile range (IQR)	58.3

Descriptive statistics

Standard deviation	71.210568
Coefficient of variation (CV)	0.88592538
Kurtosis	298.22592
Mean	80.379871
Median Absolute Deviation (MAD)	29.15
Skewness	12.446328
Sum	392173.39
Variance	5070.945
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	544	11.1%
52.0	5	0.1%
61.6	5	0.1%
140.0	5	0.1%
87.0	5	0.1%
59.0	5	0.1%
72.0	5	0.1%
75.0	5	0.1%
63.0	5	0.1%
43.8	4	0.1%
Other values (3457)	4291	87.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	544	11.1%
8.96	1	< 0.1%
11.6	1	< 0.1%
12.8	1	< 0.1%
13.0	1	< 0.1%
13.13	1	< 0.1%
13.8	1	< 0.1%
13.92	1	< 0.1%
14.0	1	< 0.1%
14.06	1	< 0.1%

Value	Count	Frequency (%)
2146.75	1	< 0.1%
1864.47	1	< 0.1%
1718.22	1	< 0.1%
1080.64	1	< 0.1%
832.08	1	< 0.1%
734.08	1	< 0.1%
673.26	1	< 0.1%
644.0	1	< 0.1%
618.3	1	< 0.1%
560.73	1	< 0.1%

전통업소지정번호
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4879
Missing (%)	100.0%
Memory size	43.0 KiB

전통업소주된음식
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4879
Missing (%)	100.0%
Memory size	43.0 KiB

홈페이지
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4879
Missing (%)	100.0%
Memory size	43.0 KiB

Unnamed: 47
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	4879
Missing (%)	100.0%
Memory size	43.0 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	영업장주변구분명	등급구분명	급수시설구분명	총종업원수	본사종업원수	공장사무직종업원수	공장판매직종업원수	공장생산직종업원수	건물소유구분명	보증액	월세액	다중이용업소여부	시설총규모	전통업소지정번호	전통업소주된음식	홈페이지	Unnamed: 47
0	1	단란주점영업	07_23_01_P	3270000	3270000-103-1994-00559	19940331	<NA>	3	폐업	2	폐업	19960402	<NA>	<NA>	<NA>	051	62.21	601839	부산광역시 동구 초량동 1204-15번지	<NA>	<NA>	체리	20030506000000	I	2018-08-31 23:59:59.0	단란주점	385925.980954	181293.636382	단란주점	기타	기타	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	62.21	<NA>	<NA>	<NA>	<NA>
1	2	단란주점영업	07_23_01_P	3270000	3270000-103-1994-00557	19940331	<NA>	3	폐업	2	폐업	19941101	<NA>	<NA>	<NA>	051	24.96	601808	부산광역시 동구 범일동 830-265번지	<NA>	<NA>	동해꼬지구이	20010820000000	I	2018-08-31 23:59:59.0	단란주점	387727.141394	184100.953585	단란주점	기타	기타	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	24.96	<NA>	<NA>	<NA>	<NA>
2	3	단란주점영업	07_23_01_P	3270000	3270000-103-1994-00661	19940309	<NA>	3	폐업	2	폐업	19950517	<NA>	<NA>	<NA>	<NA>	77.50	601806	부산광역시 동구 범일동 579-2번지	<NA>	<NA>	큐가요반주	20030506000000	I	2018-08-31 23:59:59.0	단란주점	387819.52044	184014.830788	단란주점	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	77.5	<NA>	<NA>	<NA>	<NA>
3	4	단란주점영업	07_23_01_P	3270000	3270000-103-1994-00554	19940309	<NA>	3	폐업	2	폐업	19950517	<NA>	<NA>	<NA>	051	.00	601806	부산광역시 동구 범일동 579-2번지	<NA>	<NA>	가요반주	20030711000000	I	2018-08-31 23:59:59.0	단란주점	387819.52044	184014.830788	단란주점	기타	기타	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	0.0	<NA>	<NA>	<NA>	<NA>
4	5	단란주점영업	07_23_01_P	3270000	3270000-103-1994-00555	19940309	<NA>	3	폐업	2	폐업	20061211	<NA>	<NA>	<NA>	051	32.50	601812	부산광역시 동구 수정동 253-1번지	<NA>	<NA>	아성단란주점	20040611000000	I	2018-08-31 23:59:59.0	단란주점	386513.779863	183032.380036	단란주점	기타	기타	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	32.5	<NA>	<NA>	<NA>	<NA>
5	6	단란주점영업	07_23_01_P	3270000	3270000-103-1994-00549	19940228	<NA>	3	폐업	2	폐업	19941123	<NA>	<NA>	<NA>	051	138.72	601836	부산광역시 동구 초량동 1152-1번지	<NA>	<NA>	코리아	20030506000000	I	2018-08-31 23:59:59.0	단란주점	386410.615099	182607.916566	단란주점	기타	기타	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	138.72	<NA>	<NA>	<NA>	<NA>
6	7	단란주점영업	07_23_01_P	3270000	3270000-103-1993-00616	19931209	<NA>	3	폐업	2	폐업	19960221	<NA>	<NA>	<NA>	051	29.14	601808	부산광역시 동구 범일동 830-187번지	<NA>	<NA>	동성	20030506000000	I	2018-08-31 23:59:59.0	단란주점	387803.448866	184265.725827	단란주점	기타	기타	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	29.14	<NA>	<NA>	<NA>	<NA>
7	8	단란주점영업	07_23_01_P	3270000	3270000-103-1993-00615	19931209	<NA>	3	폐업	2	폐업	20020417	<NA>	<NA>	<NA>	051 6466708	43.80	601808	부산광역시 동구 범일동 830-187번지	<NA>	<NA>	옵션	20010820000000	I	2018-08-31 23:59:59.0	단란주점	387803.448866	184265.725827	단란주점	기타	기타	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	43.8	<NA>	<NA>	<NA>	<NA>
8	9	단란주점영업	07_23_01_P	3270000	3270000-103-1993-00614	19931206	<NA>	3	폐업	2	폐업	20041229	<NA>	<NA>	<NA>	051 4655849	131.23	601812	부산광역시 동구 수정동 116-5번지	<NA>	<NA>	필단란주점	20030506000000	I	2018-08-31 23:59:59.0	단란주점	<NA>	<NA>	단란주점	기타	기타	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	131.23	<NA>	<NA>	<NA>	<NA>
9	10	단란주점영업	07_23_01_P	3270000	3270000-103-1993-00613	19931203	<NA>	3	폐업	2	폐업	19940614	<NA>	<NA>	<NA>	051	31.26	601010	부산광역시 동구 초량동 23-1번지 , 638-9	<NA>	<NA>	신바람가요방	20010820000000	I	2018-08-31 23:59:59.0	단란주점	385915.172121	182322.115568	단란주점	기타	기타	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	31.26	<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	영업장주변구분명	등급구분명	급수시설구분명	총종업원수	본사종업원수	공장사무직종업원수	공장판매직종업원수	공장생산직종업원수	건물소유구분명	보증액	월세액	다중이용업소여부	시설총규모	전통업소지정번호	전통업소주된음식	홈페이지	Unnamed: 47
4869	4870	단란주점영업	07_23_01_P	3270000	3270000-103-1995-00671	19950714	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051	50.64	601812	부산광역시 동구 수정동 256-3번지	부산광역시 동구 고관로 115 (수정동)	48781	환타지아	20190708160559	U	2019-07-10 02:40:00.0	단란주점	386472.423035	183013.887509	단란주점	기타	기타	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	Y	50.64	<NA>	<NA>	<NA>	<NA>
4870	4871	단란주점영업	07_23_01_P	3270000	3270000-103-1995-00664	19950517	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 4662773	37.62	601812	부산광역시 동구 수정동 210-3 213-3	부산광역시 동구 진성로9번길 10 (수정동,213-3)	48788	제이 노래방주점	20200922203317	U	2020-09-24 02:40:00.0	단란주점	386598.304328	183071.695168	단란주점	기타	기타	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	Y	37.62	<NA>	<NA>	<NA>	<NA>
4871	4872	단란주점영업	07_23_01_P	3270000	3270000-103-1995-00649	19950410	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 6354321	107.00	601807	부산광역시 동구 범일동 830-28번지	부산광역시 동구 범일로102번길 16-3 (범일동)	48744	동경가요반주	20180126133733	I	2018-08-31 23:59:59.0	단란주점	387797.795404	184135.466153	단란주점	기타	기타	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	Y	107.0	<NA>	<NA>	<NA>	<NA>
4872	4873	단란주점영업	07_23_01_P	3270000	3270000-103-1995-00647	19950331	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 6345857	21.00	601800	부산광역시 동구 범일동 28-4번지	부산광역시 동구 중앙대로533번길 6 (범일동)	48722	텍사스	20180227141603	I	2018-08-31 23:59:59.0	단란주점	387312.964096	184365.247481	단란주점	기타	기타	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	Y	21.0	<NA>	<NA>	<NA>	<NA>
4873	4874	단란주점영업	07_23_01_P	3270000	3270000-103-1994-00631	19940910	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 4643389	71.34	601838	부산광역시 동구 초량동 1197-4	부산광역시 동구 중앙대로226번길 7-7 (초량동)	48733	비엔나	20200914151252	U	2020-09-16 02:40:00.0	단란주점	386082.278888	181713.648235	단란주점	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	Y	71.34	<NA>	<NA>	<NA>	<NA>
4874	4875	단란주점영업	07_23_01_P	3270000	3270000-103-1994-00659	19940830	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 4674167	97.02	601812	부산광역시 동구 수정동 229-6번지	부산광역시 동구 중앙대로 393 (수정동)	48775	좋은사람들	20180227141644	I	2018-08-31 23:59:59.0	단란주점	386767.45564	183154.499259	단란주점	기타	기타	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	Y	97.02	<NA>	<NA>	<NA>	<NA>
4875	4876	단란주점영업	07_23_01_P	3270000	3270000-103-1994-00654	19940729	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 6453185	42.48	601803	부산광역시 동구 범일동 657-6번지 936-2	부산광역시 동구 범일로89번길 27 (범일동,936-2)	48735	스타문	20180227141820	I	2018-08-31 23:59:59.0	단란주점	387553.571185	184132.249529	단란주점	기타	기타	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	Y	42.48	<NA>	<NA>	<NA>	<NA>
4876	4877	단란주점영업	07_23_01_P	3270000	3270000-103-1994-00603	19940715	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051	39.40	601818	부산광역시 동구 수정동 842-12번지	부산광역시 동구 수정로 18 (수정동)	48782	란	20180227141917	I	2018-08-31 23:59:59.0	단란주점	386349.266032	182895.590161	단란주점	기타	기타	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	Y	39.4	<NA>	<NA>	<NA>	<NA>
4877	4878	단란주점영업	07_23_01_P	3270000	3270000-103-1995-00643	19950214	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 4424788	50.50	601030	부산광역시 동구 수정동 227-52번지 ,59,61	부산광역시 동구 고관로 142 (수정동)	48775	코코	20180227141623	I	2018-08-31 23:59:59.0	단란주점	386671.828195	183171.735215	단란주점	기타	기타	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	Y	50.5	<NA>	<NA>	<NA>	<NA>
4878	4879	단란주점영업	07_23_01_P	3270000	3270000-103-1994-00600	19940714	<NA>	1	영업/정상	1	영업	<NA>	<NA>	<NA>	<NA>	051 4661170	59.75	601828	부산광역시 동구 초량동 172-24번지	부산광역시 동구 중앙대로 243-8 (초량동)	48798	스타	20171127131602	I	2018-08-31 23:59:59.0	단란주점	386034.405665	181898.158148	단란주점	기타	기타	상수도전용	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	Y	59.75	<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

Dash 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

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

Decimal Number

Uppercase Letter

Other Punctuation

Math Symbol

Open Punctuation

Close Punctuation

Space Separator

Dash Punctuation

Lowercase Letter

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter