gimi9 Pandas Profiling

Dataset statistics

Number of variables	34
Number of observations	5150
Missing cells	58495
Missing cells (%)	33.4%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.4 MiB
Average record size in memory	287.0 B

Variable types

Numeric	7
Categorical	11
DateTime	3
Unsupported	6
Text	7

Dataset

Description	2023-03-01
Author	지방행정인허가공개데이터
URL	https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901050101123161

Alerts

`개방서비스명` has constant value ""	Constant
`개방서비스아이디` has constant value ""	Constant
`항목값1` has constant value ""	Constant
`폐업일자` has a high cardinality: 51 distinct values	High cardinality
`영업상태구분코드` is highly imbalanced (69.2%)	Imbalance
`영업상태명` is highly imbalanced (69.2%)	Imbalance
`상세영업상태코드` is highly imbalanced (75.4%)	Imbalance
`상세영업상태명` is highly imbalanced (75.4%)	Imbalance
`폐업일자` is highly imbalanced (86.9%)	Imbalance
`휴업시작일자` is highly imbalanced (86.6%)	Imbalance
`데이터갱신구분` is highly imbalanced (88.2%)	Imbalance
`인허가일자` has 195 (3.8%) missing values	Missing
`인허가취소일자` has 5150 (100.0%) missing values	Missing
`휴업종료일자` has 5150 (100.0%) missing values	Missing
`재개업일자` has 5150 (100.0%) missing values	Missing
`소재지전화` has 3469 (67.4%) missing values	Missing
`소재지면적` has 5150 (100.0%) missing values	Missing
`소재지우편번호` has 172 (3.3%) missing values	Missing
`소재지전체주소` has 60 (1.2%) missing values	Missing
`도로명전체주소` has 3432 (66.6%) missing values	Missing
`도로명우편번호` has 4703 (91.3%) missing values	Missing
`업태구분명` has 5150 (100.0%) missing values	Missing
`좌표정보(x)` has 3064 (59.5%) missing values	Missing
`좌표정보(y)` has 3064 (59.5%) missing values	Missing
`소재지` has 2746 (53.3%) missing values	Missing
`지정일자` has 4465 (86.7%) missing values	Missing
`신청일자` has 2225 (43.2%) missing values	Missing
`Unnamed: 33` has 5150 (100.0%) missing values	Missing
`신청일자` is highly skewed (γ1 = 26.38391647)	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
`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
`소재지면적` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`업태구분명` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`Unnamed: 33` is an unsupported type, check if it needs cleaning or further analysis	Unsupported

Reproduction

Analysis started	2024-04-17 23:34:45.587807
Analysis finished	2024-04-17 23:34:46.701803
Duration	1.11 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	5150
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2575.5

Minimum	1
Maximum	5150
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	45.4 KiB

Quantile statistics

Minimum	1
5-th percentile	258.45
Q1	1288.25
median	2575.5
Q3	3862.75
95-th percentile	4892.55
Maximum	5150
Range	5149
Interquartile range (IQR)	2574.5

Descriptive statistics

Standard deviation	1486.8213
Coefficient of variation (CV)	0.57729422
Kurtosis	-1.2
Mean	2575.5
Median Absolute Deviation (MAD)	1287.5
Skewness	0
Sum	13263825
Variance	2210637.5
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	< 0.1%
3382	1	< 0.1%
3440	1	< 0.1%
3439	1	< 0.1%
3438	1	< 0.1%
3437	1	< 0.1%
3436	1	< 0.1%
3435	1	< 0.1%
3434	1	< 0.1%
3433	1	< 0.1%
Other values (5140)	5140	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 (%)
5150	1	< 0.1%
5149	1	< 0.1%
5148	1	< 0.1%
5147	1	< 0.1%
5146	1	< 0.1%
5145	1	< 0.1%
5144	1	< 0.1%
5143	1	< 0.1%
5142	1	< 0.1%
5141	1	< 0.1%

개방서비스명
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	40.4 KiB

쓰레기종량제봉투판매업	5150

Length

Max length	11
Median length	11
Mean length	11
Min length	11

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
쓰레기종량제봉투판매업	5150	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
쓰레기종량제봉투판매업	5150	100.0%

개방서비스아이디
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	40.4 KiB

09_30_13_P	5150

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	09_30_13_P
2nd row	09_30_13_P
3rd row	09_30_13_P
4th row	09_30_13_P
5th row	09_30_13_P

Common Values

Value	Count	Frequency (%)
09_30_13_P	5150	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
09_30_13_p	5150	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	13
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3322594.2

Minimum	3250000
Maximum	3400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	45.4 KiB

Quantile statistics

Minimum	3250000
5-th percentile	3250000
Q1	3280000
median	3310000
Q3	3380000
95-th percentile	3400000
Maximum	3400000
Range	150000
Interquartile range (IQR)	100000

Descriptive statistics

Standard deviation	50049.775
Coefficient of variation (CV)	0.015063463
Kurtosis	-1.4377414
Mean	3322594.2
Median Absolute Deviation (MAD)	40000
Skewness	0.25340523
Sum	1.711136 × 10¹⁰
Variance	2.50498 × 10⁹
Monotonicity	Increasing

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
3390000	779	15.1%
3270000	751	14.6%
3380000	544	10.6%
3310000	506	9.8%
3280000	465	9.0%
3290000	431	8.4%
3250000	383	7.4%
3300000	368	7.1%
3330000	326	6.3%
3400000	269	5.2%
Other values (3)	328	6.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	383	7.4%
3270000	751	14.6%
3280000	465	9.0%
3290000	431	8.4%
3300000	368	7.1%
3310000	506	9.8%
3330000	326	6.3%
3340000	162	3.1%
3350000	16	0.3%
3360000	150	2.9%

Value	Count	Frequency (%)
3400000	269	5.2%
3390000	779	15.1%
3380000	544	10.6%
3360000	150	2.9%
3350000	16	0.3%
3340000	162	3.1%
3330000	326	6.3%
3310000	506	9.8%
3300000	368	7.1%
3290000	431	8.4%

관리번호
Real number (ℝ)

UNIQUE

Distinct	5150
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.3225943 × 10¹⁷

Minimum	3.2500001 × 10¹⁷
Maximum	3.4000001 × 10¹⁷
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	45.4 KiB

Quantile statistics

Minimum	3.2500001 × 10¹⁷
5-th percentile	3.2500001 × 10¹⁷
Q1	3.2800001 × 10¹⁷
median	3.3100001 × 10¹⁷
Q3	3.3800001 × 10¹⁷
95-th percentile	3.4000001 × 10¹⁷
Maximum	3.4000001 × 10¹⁷
Range	1.5 × 10¹⁶
Interquartile range (IQR)	1 × 10¹⁶

Descriptive statistics

Standard deviation	5.0049775 × 10¹⁵
Coefficient of variation (CV)	0.015063462
Kurtosis	-1.4377414
Mean	3.3225943 × 10¹⁷
Median Absolute Deviation (MAD)	4 × 10¹⁵
Skewness	0.25340523
Sum	-4.4111257 × 10¹⁸
Variance	2.50498 × 10³¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
325000014201400009	1	< 0.1%
334000014201000067	1	< 0.1%
336000014199500061	1	< 0.1%
336000014199500060	1	< 0.1%
336000014199500059	1	< 0.1%
336000014199500056	1	< 0.1%
336000014199500055	1	< 0.1%
336000014199500046	1	< 0.1%
336000014199500045	1	< 0.1%
336000014199500044	1	< 0.1%
Other values (5140)	5140	99.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
325000014199400001	1	< 0.1%
325000014199400002	1	< 0.1%
325000014199400003	1	< 0.1%
325000014199400004	1	< 0.1%
325000014199400005	1	< 0.1%
325000014199400006	1	< 0.1%
325000014199400007	1	< 0.1%
325000014199400008	1	< 0.1%
325000014199400009	1	< 0.1%
325000014199400010	1	< 0.1%

Value	Count	Frequency (%)
340000014200400277	1	< 0.1%
340000014200400276	1	< 0.1%
340000014200400275	1	< 0.1%
340000014200400274	1	< 0.1%
340000014200400273	1	< 0.1%
340000014200400272	1	< 0.1%
340000014200400271	1	< 0.1%
340000014200400270	1	< 0.1%
340000014200300269	1	< 0.1%
340000014200300268	1	< 0.1%

인허가일자
Date

MISSING

Distinct	1169
Distinct (%)	23.6%
Missing	195
Missing (%)	3.8%
Memory size	40.4 KiB

Minimum	1966-03-08 00:00:00
Maximum	2022-12-20 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	5150
Missing (%)	100.0%
Memory size	45.4 KiB

영업상태구분코드
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	40.4 KiB

1	4606
3	543
2	1

Length

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

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
1	4606	89.4%
3	543	10.5%
2	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	4606	89.4%
3	543	10.5%
2	1	< 0.1%

영업상태명
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	40.4 KiB

영업/정상	4606
폐업	543
휴업	1

Length

Max length	5
Median length	5
Mean length	4.6831068
Min length	2

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
영업/정상	4606	89.4%
폐업	543	10.5%
휴업	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업/정상	4606	89.4%
폐업	543	10.5%
휴업	1	< 0.1%

상세영업상태코드
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	40.4 KiB

11	4605
2	543
0	1
1	1

Length

Max length	2
Median length	2
Mean length	1.8941748
Min length	1

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	0
2nd row	11
3rd row	11
4th row	11
5th row	11

Common Values

Value	Count	Frequency (%)
11	4605	89.4%
2	543	10.5%
0	1	< 0.1%
1	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
11	4605	89.4%
2	543	10.5%
0	1	< 0.1%
1	1	< 0.1%

상세영업상태명
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	40.4 KiB

영업	4605
폐업	543
<NA>	1
휴업	1

Length

Max length	4
Median length	2
Mean length	2.0003883
Min length	2

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
영업	4605	89.4%
폐업	543	10.5%
<NA>	1	< 0.1%
휴업	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업	4605	89.4%
폐업	543	10.5%
na	1	< 0.1%
휴업	1	< 0.1%

폐업일자
Categorical

HIGH CARDINALITY IMBALANCE

Distinct	51
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	40.4 KiB

<NA>	4608
2007-07-08	312
2010-01-11	69
2009-01-12	49
2006-05-10	48
Other values (46)	64

Length

Max length	10
Median length	4
Mean length	4.6314563
Min length	4

Unique

Unique	36 ?
Unique (%)	0.7%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	4608	89.5%
2007-07-08	312	6.1%
2010-01-11	69	1.3%
2009-01-12	49	1.0%
2006-05-10	48	0.9%
2006-01-10	6	0.1%
2001-05-30	5	0.1%
2007-10-23	3	0.1%
2001-12-21	2	< 0.1%
2020-09-08	2	< 0.1%
Other values (41)	46	0.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	4608	89.5%
2007-07-08	312	6.1%
2010-01-11	69	1.3%
2009-01-12	49	1.0%
2006-05-10	48	0.9%
2006-01-10	6	0.1%
2001-05-30	5	0.1%
2007-10-23	3	0.1%
2004-10-20	2	< 0.1%
2007-11-02	2	< 0.1%
Other values (41)	46	0.9%

휴업시작일자
Categorical

IMBALANCE

Distinct	32
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	40.4 KiB

<NA>	4636
2007-07-08	312
2010-01-11	69
2006-05-10	49
2009-01-12	49
Other values (27)	35

Length

Max length	10
Median length	4
Mean length	4.598835
Min length	4

Unique

Unique	24 ?
Unique (%)	0.5%

Sample

1st row	2016-08-07
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	4636	90.0%
2007-07-08	312	6.1%
2010-01-11	69	1.3%
2006-05-10	49	1.0%
2009-01-12	49	1.0%
2006-01-10	6	0.1%
2007-10-23	3	0.1%
2007-11-02	2	< 0.1%
2008-12-18	1	< 0.1%
2014-02-11	1	< 0.1%
Other values (22)	22	0.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	4636	90.0%
2007-07-08	312	6.1%
2010-01-11	69	1.3%
2006-05-10	49	1.0%
2009-01-12	49	1.0%
2006-01-10	6	0.1%
2007-10-23	3	0.1%
2007-11-02	2	< 0.1%
2012-12-04	1	< 0.1%
2019-08-09	1	< 0.1%
Other values (22)	22	0.4%

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	5150
Missing (%)	100.0%
Memory size	45.4 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	5150
Missing (%)	100.0%
Memory size	45.4 KiB

소재지전화
Text

MISSING

Distinct	1607
Distinct (%)	95.6%
Missing	3469
Missing (%)	67.4%
Memory size	40.4 KiB

Length

Max length	12
Median length	11
Mean length	10.649018
Min length	7

Characters and Unicode

Total characters	17901
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	1548 ?
Unique (%)	92.1%

Sample

1st row	051-250-2921
2nd row	051-248-8106
3rd row	0514667980
4th row	0512546667
5th row	0512469329

Value	Count	Frequency (%)
051	1046	32.8%
416	86	2.7%
417	57	1.8%
412	46	1.4%
418	44	1.4%
405	42	1.3%
413	42	1.3%
415	38	1.2%
404	21	0.7%
403	20	0.6%
Other values (1627)	1746	54.8%

Most occurring characters

Value	Count	Frequency (%)
1	2909	16.3%
5	2600	14.5%
0	2519	14.1%
4	1691	9.4%
	1513	8.5%
3	1411	7.9%
2	1361	7.6%
6	1245	7.0%
7	1012	5.7%
8	929	5.2%
Other values (2)	711	4.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	16306	91.1%
Space Separator	1513	8.5%
Dash Punctuation	82	0.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	2909	17.8%
5	2600	15.9%
0	2519	15.4%
4	1691	10.4%
3	1411	8.7%
2	1361	8.3%
6	1245	7.6%
7	1012	6.2%
8	929	5.7%
9	629	3.9%

Space Separator

Value	Count	Frequency (%)
	1513	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	82	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	17901	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	2909	16.3%
5	2600	14.5%
0	2519	14.1%
4	1691	9.4%
	1513	8.5%
3	1411	7.9%
2	1361	7.6%
6	1245	7.0%
7	1012	5.7%
8	929	5.2%
Other values (2)	711	4.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	17901	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	2909	16.3%
5	2600	14.5%
0	2519	14.1%
4	1691	9.4%
	1513	8.5%
3	1411	7.9%
2	1361	7.6%
6	1245	7.0%
7	1012	5.7%
8	929	5.2%
Other values (2)	711	4.0%

소재지면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	5150
Missing (%)	100.0%
Memory size	45.4 KiB

소재지우편번호
Text

MISSING

Distinct	419
Distinct (%)	8.4%
Missing	172
Missing (%)	3.3%
Memory size	40.4 KiB

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	34846
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	98 ?
Unique (%)	2.0%

Sample

1st row	600-111
2nd row	600-111
3rd row	600-111
4th row	600-052
5th row	600-062

Value	Count	Frequency (%)
601-062	70	1.4%
601-012	63	1.3%
612-051	60	1.2%
612-082	57	1.1%
612-081	56	1.1%
601-013	55	1.1%
606-081	53	1.1%
606-072	53	1.1%
601-064	52	1.0%
608-043	52	1.0%
Other values (409)	4407	88.5%

Most occurring characters

Value	Count	Frequency (%)
0	6991	20.1%
6	6267	18.0%
1	6063	17.4%
-	4978	14.3%
2	2140	6.1%
8	2055	5.9%
3	1834	5.3%
4	1511	4.3%
7	1500	4.3%
9	823	2.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	29868	85.7%
Dash Punctuation	4978	14.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	6991	23.4%
6	6267	21.0%
1	6063	20.3%
2	2140	7.2%
8	2055	6.9%
3	1834	6.1%
4	1511	5.1%
7	1500	5.0%
9	823	2.8%
5	684	2.3%

Dash Punctuation

Value	Count	Frequency (%)
-	4978	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	34846	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	6991	20.1%
6	6267	18.0%
1	6063	17.4%
-	4978	14.3%
2	2140	6.1%
8	2055	5.9%
3	1834	5.3%
4	1511	4.3%
7	1500	4.3%
9	823	2.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	34846	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	6991	20.1%
6	6267	18.0%
1	6063	17.4%
-	4978	14.3%
2	2140	6.1%
8	2055	5.9%
3	1834	5.3%
4	1511	4.3%
7	1500	4.3%
9	823	2.4%

소재지전체주소
Text

MISSING

Distinct	4600
Distinct (%)	90.4%
Missing	60
Missing (%)	1.2%
Memory size	40.4 KiB

Length

Max length	50
Median length	45
Mean length	24.340668
Min length	14

Characters and Unicode

Total characters	123894
Distinct characters	273
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	4228 ?
Unique (%)	83.1%

Sample

1st row	부산광역시 중구 대청동1가 37-1번지 코모도에스테이트 108호
2nd row	부산광역시 중구 남포동6가 3번지 신천지
3rd row	부산광역시 중구 영주동 142-24번지 문화빌리지
4th row	부산광역시 중구 영주동 640-28 2통2반
5th row	부산광역시 중구 영주동 28번지 8통3반

Value	Count	Frequency (%)
부산광역시	5090	19.8%
번지	2069	8.0%
사상구	780	3.0%
반	761	3.0%
동구	751	2.9%
수영구	543	2.1%
남구	504	2.0%
영도구	465	1.8%
부산진구	432	1.7%
동래구	368	1.4%
Other values (4745)	13953	54.3%

Most occurring characters

Value	Count	Frequency (%)
	24477	19.8%
동	6204	5.0%
1	5823	4.7%
부	5685	4.6%
산	5584	4.5%
광	5422	4.4%
시	5107	4.1%
역	5093	4.1%
지	5038	4.1%
번	4955	4.0%
Other values (263)	50506	40.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	69860	56.4%
Decimal Number	25200	20.3%
Space Separator	24477	19.8%
Dash Punctuation	4259	3.4%
Uppercase Letter	45	< 0.1%
Other Punctuation	42	< 0.1%
Lowercase Letter	5	< 0.1%
Math Symbol	4	< 0.1%
Open Punctuation	1	< 0.1%
Close Punctuation	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	6204	8.9%
부	5685	8.1%
산	5584	8.0%
광	5422	7.8%
시	5107	7.3%
역	5093	7.3%
지	5038	7.2%
번	4955	7.1%
구	4843	6.9%
영	1200	1.7%
Other values (227)	20729	29.7%

Uppercase Letter

Value	Count	Frequency (%)
A	18	40.0%
B	14	31.1%
O	2	4.4%
T	2	4.4%
C	1	2.2%
D	1	2.2%
E	1	2.2%
W	1	2.2%
S	1	2.2%
K	1	2.2%
Other values (3)	3	6.7%

Decimal Number

Value	Count	Frequency (%)
1	5823	23.1%
2	3273	13.0%
3	2698	10.7%
4	2479	9.8%
5	2349	9.3%
6	1853	7.4%
7	1789	7.1%
0	1750	6.9%
8	1660	6.6%
9	1526	6.1%

Other Punctuation

Value	Count	Frequency (%)
,	20	47.6%
@	12	28.6%
/	9	21.4%
'	1	2.4%

Lowercase Letter

Value	Count	Frequency (%)
a	2	40.0%
e	1	20.0%
k	1	20.0%
r	1	20.0%

Space Separator

Value	Count	Frequency (%)
	24477	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	4259	100.0%

Math Symbol

Value	Count	Frequency (%)
~	4	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	69860	56.4%
Common	53984	43.6%
Latin	50	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	6204	8.9%
부	5685	8.1%
산	5584	8.0%
광	5422	7.8%
시	5107	7.3%
역	5093	7.3%
지	5038	7.2%
번	4955	7.1%
구	4843	6.9%
영	1200	1.7%
Other values (227)	20729	29.7%

Common

Value	Count	Frequency (%)
	24477	45.3%
1	5823	10.8%
-	4259	7.9%
2	3273	6.1%
3	2698	5.0%
4	2479	4.6%
5	2349	4.4%
6	1853	3.4%
7	1789	3.3%
0	1750	3.2%
Other values (9)	3234	6.0%

Latin

Value	Count	Frequency (%)
A	18	36.0%
B	14	28.0%
O	2	4.0%
T	2	4.0%
a	2	4.0%
C	1	2.0%
D	1	2.0%
e	1	2.0%
k	1	2.0%
E	1	2.0%
Other values (7)	7	14.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	69860	56.4%
ASCII	54034	43.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	24477	45.3%
1	5823	10.8%
-	4259	7.9%
2	3273	6.1%
3	2698	5.0%
4	2479	4.6%
5	2349	4.3%
6	1853	3.4%
7	1789	3.3%
0	1750	3.2%
Other values (26)	3284	6.1%

Hangul

Value	Count	Frequency (%)
동	6204	8.9%
부	5685	8.1%
산	5584	8.0%
광	5422	7.8%
시	5107	7.3%
역	5093	7.3%
지	5038	7.2%
번	4955	7.1%
구	4843	6.9%
영	1200	1.7%
Other values (227)	20729	29.7%

도로명전체주소
Text

MISSING

Distinct	1604
Distinct (%)	93.4%
Missing	3432
Missing (%)	66.6%
Memory size	40.4 KiB

Length

Max length	56
Median length	49
Mean length	26.924331
Min length	19

Characters and Unicode

Total characters	46256
Distinct characters	283
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	1510 ?
Unique (%)	87.9%

Sample

1st row	부산광역시 중구 중앙대로 2 (중앙동7가)
2nd row	부산광역시 중구 대청로 121-1, 108호 (대청동1가, 코모도에스테이트)
3rd row	부산광역시 중구 자갈치로 33, 신천지 (남포동6가)
4th row	부산광역시 중구 동영로64번길 21 (영주동, 문화빌리지)
5th row	부산광역시 중구 대영로242번안길 7 (영주동)

Value	Count	Frequency (%)
부산광역시	1718	19.5%
사상구	468	5.3%
남구	424	4.8%
중구	229	2.6%
대연동	160	1.8%
사하구	140	1.6%
기장군	136	1.5%
문현동	106	1.2%
용호동	102	1.2%
주례동	94	1.1%
Other values (1663)	5244	59.4%

Most occurring characters

Value	Count	Frequency (%)
	8272	17.9%
동	1977	4.3%
광	1881	4.1%
부	1827	3.9%
산	1810	3.9%
시	1747	3.8%
역	1719	3.7%
구	1632	3.5%
로	1602	3.5%
(	1593	3.4%
Other values (273)	22196	48.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	27273	59.0%
Space Separator	8272	17.9%
Decimal Number	6945	15.0%
Open Punctuation	1593	3.4%
Close Punctuation	1593	3.4%
Dash Punctuation	307	0.7%
Other Punctuation	250	0.5%
Uppercase Letter	19	< 0.1%
Math Symbol	3	< 0.1%
Lowercase Letter	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	1977	7.2%
광	1881	6.9%
부	1827	6.7%
산	1810	6.6%
시	1747	6.4%
역	1719	6.3%
구	1632	6.0%
로	1602	5.9%
길	976	3.6%
번	895	3.3%
Other values (249)	11207	41.1%

Decimal Number

Value	Count	Frequency (%)
1	1550	22.3%
2	953	13.7%
3	821	11.8%
4	707	10.2%
6	535	7.7%
0	533	7.7%
5	527	7.6%
7	467	6.7%
9	462	6.7%
8	390	5.6%

Uppercase Letter

Value	Count	Frequency (%)
B	11	57.9%
A	4	21.1%
E	1	5.3%
D	1	5.3%
C	1	5.3%
W	1	5.3%

Other Punctuation

Value	Count	Frequency (%)
,	241	96.4%
@	9	3.6%

Space Separator

Value	Count	Frequency (%)
	8272	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1593	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1593	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	307	100.0%

Math Symbol

Value	Count	Frequency (%)
~	3	100.0%

Lowercase Letter

Value	Count	Frequency (%)
a	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	27273	59.0%
Common	18963	41.0%
Latin	20	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	1977	7.2%
광	1881	6.9%
부	1827	6.7%
산	1810	6.6%
시	1747	6.4%
역	1719	6.3%
구	1632	6.0%
로	1602	5.9%
길	976	3.6%
번	895	3.3%
Other values (249)	11207	41.1%

Common

Value	Count	Frequency (%)
	8272	43.6%
(	1593	8.4%
)	1593	8.4%
1	1550	8.2%
2	953	5.0%
3	821	4.3%
4	707	3.7%
6	535	2.8%
0	533	2.8%
5	527	2.8%
Other values (7)	1879	9.9%

Latin

Value	Count	Frequency (%)
B	11	55.0%
A	4	20.0%
E	1	5.0%
D	1	5.0%
C	1	5.0%
a	1	5.0%
W	1	5.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	27273	59.0%
ASCII	18983	41.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	8272	43.6%
(	1593	8.4%
)	1593	8.4%
1	1550	8.2%
2	953	5.0%
3	821	4.3%
4	707	3.7%
6	535	2.8%
0	533	2.8%
5	527	2.8%
Other values (14)	1899	10.0%

Hangul

Value	Count	Frequency (%)
동	1977	7.2%
광	1881	6.9%
부	1827	6.7%
산	1810	6.6%
시	1747	6.4%
역	1719	6.3%
구	1632	6.0%
로	1602	5.9%
길	976	3.6%
번	895	3.3%
Other values (249)	11207	41.1%

도로명우편번호
Text

MISSING

Distinct	170
Distinct (%)	38.0%
Missing	4703
Missing (%)	91.3%
Memory size	40.4 KiB

Length

Max length	7
Median length	7
Mean length	6.4765101
Min length	5

Characters and Unicode

Total characters	2895
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	74 ?
Unique (%)	16.6%

Sample

1st row	600-017
2nd row	48932
3rd row	48982
4th row	48914
5th row	600-110

Value	Count	Frequency (%)
619-903	19	4.3%
617-818	11	2.5%
617-802	10	2.2%
617-800	10	2.2%
617-833	10	2.2%
48953	9	2.0%
617-841	9	2.0%
600-110	9	2.0%
617-807	8	1.8%
617-836	8	1.8%
Other values (160)	344	77.0%

Most occurring characters

Value	Count	Frequency (%)
1	425	14.7%
6	404	14.0%
8	375	13.0%
-	330	11.4%
7	300	10.4%
0	298	10.3%
9	259	8.9%
4	194	6.7%
3	137	4.7%
2	94	3.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2565	88.6%
Dash Punctuation	330	11.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	425	16.6%
6	404	15.8%
8	375	14.6%
7	300	11.7%
0	298	11.6%
9	259	10.1%
4	194	7.6%
3	137	5.3%
2	94	3.7%
5	79	3.1%

Dash Punctuation

Value	Count	Frequency (%)
-	330	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2895	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	425	14.7%
6	404	14.0%
8	375	13.0%
-	330	11.4%
7	300	10.4%
0	298	10.3%
9	259	8.9%
4	194	6.7%
3	137	4.7%
2	94	3.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2895	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	425	14.7%
6	404	14.0%
8	375	13.0%
-	330	11.4%
7	300	10.4%
0	298	10.3%
9	259	8.9%
4	194	6.7%
3	137	4.7%
2	94	3.2%

사업장명
Text

Distinct	3240
Distinct (%)	62.9%
Missing	0
Missing (%)	0.0%
Memory size	40.4 KiB

Length

Max length	25
Median length	4
Mean length	5.1001942
Min length	1

Characters and Unicode

Total characters	26266
Distinct characters	551
Distinct categories	12 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

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

Unique

Unique	2527 ?
Unique (%)	49.1%

Sample

1st row	롯데쇼핑(주) 롯데마트 광복점
2nd row	세븐일레븐 부산코모도점
3rd row	자갈치 탑마트
4th row	GS25 부산터널점
5th row	봉래슈퍼마켓

Value	Count	Frequency (%)
슈퍼	136	2.4%
럭키슈퍼	48	0.8%
훼미리마트	39	0.7%
담배가게	34	0.6%
구멍가게	33	0.6%
경북상회	30	0.5%
빅세일마트	30	0.5%
미화당슈퍼	26	0.5%
상회	25	0.4%
세븐일레븐	25	0.4%
Other values (3288)	5263	92.5%

Most occurring characters

Value	Count	Frequency (%)
퍼	2004	7.6%
슈	1753	6.7%
상	1019	3.9%
회	961	3.7%
마	894	3.4%
트	773	2.9%
점	589	2.2%
	541	2.1%
대	388	1.5%
동	366	1.4%
Other values (541)	16978	64.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	24477	93.2%
Space Separator	541	2.1%
Decimal Number	473	1.8%
Uppercase Letter	388	1.5%
Close Punctuation	161	0.6%
Open Punctuation	161	0.6%
Lowercase Letter	38	0.1%
Dash Punctuation	12	< 0.1%
Other Punctuation	11	< 0.1%
Modifier Symbol	2	< 0.1%
Other values (2)	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
퍼	2004	8.2%
슈	1753	7.2%
상	1019	4.2%
회	961	3.9%
마	894	3.7%
트	773	3.2%
점	589	2.4%
대	388	1.6%
동	366	1.5%
수	363	1.5%
Other values (485)	15367	62.8%

Uppercase Letter

Value	Count	Frequency (%)
G	115	29.6%
S	82	21.1%
L	46	11.9%
C	33	8.5%
A	16	4.1%
K	14	3.6%
P	12	3.1%
T	11	2.8%
M	10	2.6%
J	9	2.3%
Other values (12)	40	10.3%

Lowercase Letter

Value	Count	Frequency (%)
i	8	21.1%
n	6	15.8%
g	4	10.5%
o	3	7.9%
s	3	7.9%
e	3	7.9%
c	2	5.3%
k	2	5.3%
l	1	2.6%
u	1	2.6%
Other values (5)	5	13.2%

Decimal Number

Value	Count	Frequency (%)
2	206	43.6%
5	151	31.9%
4	37	7.8%
1	28	5.9%
3	19	4.0%
8	10	2.1%
0	10	2.1%
6	7	1.5%
7	5	1.1%

Other Punctuation

Value	Count	Frequency (%)
.	7	63.6%
&	3	27.3%
,	1	9.1%

Space Separator

Value	Count	Frequency (%)
	541	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	161	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	161	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	12	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	2	100.0%

Math Symbol

Value	Count	Frequency (%)
+	1	100.0%

Other Symbol

Value	Count	Frequency (%)
㈜	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	24478	93.2%
Common	1362	5.2%
Latin	426	1.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
퍼	2004	8.2%
슈	1753	7.2%
상	1019	4.2%
회	961	3.9%
마	894	3.7%
트	773	3.2%
점	589	2.4%
대	388	1.6%
동	366	1.5%
수	363	1.5%
Other values (486)	15368	62.8%

Latin

Value	Count	Frequency (%)
G	115	27.0%
S	82	19.2%
L	46	10.8%
C	33	7.7%
A	16	3.8%
K	14	3.3%
P	12	2.8%
T	11	2.6%
M	10	2.3%
J	9	2.1%
Other values (27)	78	18.3%

Common

Value	Count	Frequency (%)
	541	39.7%
2	206	15.1%
)	161	11.8%
(	161	11.8%
5	151	11.1%
4	37	2.7%
1	28	2.1%
3	19	1.4%
-	12	0.9%
8	10	0.7%
Other values (8)	36	2.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	24477	93.2%
ASCII	1788	6.8%
None	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
퍼	2004	8.2%
슈	1753	7.2%
상	1019	4.2%
회	961	3.9%
마	894	3.7%
트	773	3.2%
점	589	2.4%
대	388	1.6%
동	366	1.5%
수	363	1.5%
Other values (485)	15367	62.8%

ASCII

Value	Count	Frequency (%)
	541	30.3%
2	206	11.5%
)	161	9.0%
(	161	9.0%
5	151	8.4%
G	115	6.4%
S	82	4.6%
L	46	2.6%
4	37	2.1%
C	33	1.8%
Other values (45)	255	14.3%

None

Value	Count	Frequency (%)
㈜	1	100.0%

최종수정시점
Date

Distinct	1527
Distinct (%)	29.7%
Missing	0
Missing (%)	0.0%
Memory size	40.4 KiB

Minimum	2007-07-07 09:58:56
Maximum	2022-12-20 13:29:54

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	40.4 KiB

I	5068
U	82

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
I	5068	98.4%
U	82	1.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	5068	98.4%
u	82	1.6%

데이터갱신일자
Date

Distinct	98
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Memory size	40.4 KiB

Minimum	2018-08-31 23:59:59
Maximum	2022-12-22 00:40:33

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	5150
Missing (%)	100.0%
Memory size	45.4 KiB

좌표정보(x)
Real number (ℝ)

MISSING

Distinct	1870
Distinct (%)	89.6%
Missing	3064
Missing (%)	59.5%
Infinite	0
Infinite (%)	0.0%
Mean	387938.4

Minimum	370283.36
Maximum	408017.31
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	45.4 KiB

Quantile statistics

Minimum	370283.36
5-th percentile	379680.87
Q1	381712.3
median	386980.72
Q3	392552.08
95-th percentile	401466.74
Maximum	408017.31
Range	37733.954
Interquartile range (IQR)	10839.785

Descriptive statistics

Standard deviation	6511.144
Coefficient of variation (CV)	0.016783964
Kurtosis	-0.13441178
Mean	387938.4
Median Absolute Deviation (MAD)	5466.9904
Skewness	0.585271
Sum	8.0923949 × 10⁸
Variance	42394996
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
385230.605157267	5	0.1%
385576.893648772	5	0.1%
385558.912351386	5	0.1%
379554.826788489	5	0.1%
386296.184967112	4	0.1%
390195.849928706	4	0.1%
388577.664510707	4	0.1%
373499.123572701	4	0.1%
381345.772891816	4	0.1%
385570.015221682	4	0.1%
Other values (1860)	2042	39.7%
(Missing)	3064	59.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
370283.356710759	1	< 0.1%
373348.883144037	1	< 0.1%
373499.123572701	4	0.1%
375687.207326494	2	< 0.1%
375806.291316533	1	< 0.1%
376066.307716551	1	< 0.1%
376323.373375018	2	< 0.1%
377247.719697649	1	< 0.1%
377251.892703857	1	< 0.1%
377428.060273734	1	< 0.1%

Value	Count	Frequency (%)
408017.311050022	1	< 0.1%
408001.930942479	1	< 0.1%
407556.883860416	1	< 0.1%
407183.523403722	1	< 0.1%
407121.780972478	1	< 0.1%
406941.374909645	1	< 0.1%
405695.504047813	1	< 0.1%
405674.293308155	1	< 0.1%
405671.882820521	1	< 0.1%
405636.515481036	1	< 0.1%

좌표정보(y)
Real number (ℝ)

MISSING

Distinct	1870
Distinct (%)	89.6%
Missing	3064
Missing (%)	59.5%
Infinite	0
Infinite (%)	0.0%
Mean	185752.97

Minimum	173895.66
Maximum	210111.93
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	45.4 KiB

Quantile statistics

Minimum	173895.66
5-th percentile	178632.54
Q1	181481.67
median	184659.16
Q3	189056.78
95-th percentile	196023.88
Maximum	210111.93
Range	36216.274
Interquartile range (IQR)	7575.1107

Descriptive statistics

Standard deviation	5792.7275
Coefficient of variation (CV)	0.031185113
Kurtosis	1.0953715
Mean	185752.97
Median Absolute Deviation (MAD)	3577.54
Skewness	0.98886396
Sum	3.874807 × 10⁸
Variance	33555692
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
181026.921498134	5	0.1%
185778.180339864	5	0.1%
182474.551700716	5	0.1%
184301.128962727	5	0.1%
182709.735940952	4	0.1%
183602.493480861	4	0.1%
178279.998453366	4	0.1%
181704.648037241	4	0.1%
189447.844867645	4	0.1%
187424.7082035	4	0.1%
Other values (1860)	2042	39.7%
(Missing)	3064	59.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
173895.655729558	1	< 0.1%
174087.295724335	1	< 0.1%
174140.916066183	3	0.1%
174581.422989481	1	< 0.1%
174641.982653379	1	< 0.1%
174726.119275798	1	< 0.1%
174811.513941025	1	< 0.1%
174835.290190726	2	< 0.1%
175046.234022708	1	< 0.1%
175305.892570274	1	< 0.1%

Value	Count	Frequency (%)
210111.930055851	1	< 0.1%
210070.139497292	1	< 0.1%
208045.649878874	1	< 0.1%
205746.641292244	1	< 0.1%
205731.410874073	1	< 0.1%
205657.798299973	1	< 0.1%
205511.039663436	1	< 0.1%
205498.396301384	1	< 0.1%
205453.320815192	1	< 0.1%
205450.374566703	1	< 0.1%

업소구분명
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	40.4 KiB

지정	2603
<NA>	2175
종료	372

Length

Max length	4
Median length	2
Mean length	2.8446602
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
지정	2603	50.5%
<NA>	2175	42.2%
종료	372	7.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
지정	2603	50.5%
na	2175	42.2%
종료	372	7.2%

소재지
Text

MISSING

Distinct	2113
Distinct (%)	87.9%
Missing	2746
Missing (%)	53.3%
Memory size	40.4 KiB

Length

Max length	44
Median length	36
Mean length	11.28827
Min length	2

Characters and Unicode

Total characters	27137
Distinct characters	212
Distinct categories	11 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

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

Unique

Unique	1996 ?
Unique (%)	83.0%

Sample

1st row	부산광역시 중구 대청동1가 37번지 1호 코모도에스테이트 108호
2nd row	부산광역시 중구 영주동 142번지 24호 문화빌리지
3rd row	부산광역시 중구 영주동 640-28번지 2 통 2 반
4th row	부산광역시 중구 영주동 28번지 8 통 3 반
5th row	부산광역시 중구 영주동 525번지 18 통 1 반

Value	Count	Frequency (%)
부산광역시	636	11.7%
중구	305	5.6%
사상구	296	5.4%
1호	80	1.5%
호	68	1.3%
영주동	56	1.0%
괘법동	51	0.9%
대라리	46	0.8%
2호	38	0.7%
감전동	35	0.6%
Other values (2246)	3827	70.4%

Most occurring characters

Value	Count	Frequency (%)
	3335	12.3%
1	2452	9.0%
2	1472	5.4%
-	1420	5.2%
3	1110	4.1%
동	1059	3.9%
5	999	3.7%
4	944	3.5%
지	799	2.9%
번	785	2.9%
Other values (202)	12762	47.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	11467	42.3%
Decimal Number	10704	39.4%
Space Separator	3335	12.3%
Dash Punctuation	1420	5.2%
Other Punctuation	111	0.4%
Open Punctuation	41	0.2%
Close Punctuation	41	0.2%
Uppercase Letter	15	0.1%
Math Symbol	1	< 0.1%
Modifier Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	1059	9.2%
지	799	7.0%
번	785	6.8%
부	713	6.2%
광	682	5.9%
산	662	5.8%
구	659	5.7%
시	649	5.7%
역	640	5.6%
호	598	5.2%
Other values (179)	4221	36.8%

Decimal Number

Value	Count	Frequency (%)
1	2452	22.9%
2	1472	13.8%
3	1110	10.4%
5	999	9.3%
4	944	8.8%
0	784	7.3%
6	773	7.2%
7	770	7.2%
8	712	6.7%
9	688	6.4%

Other Punctuation

Value	Count	Frequency (%)
/	92	82.9%
@	13	11.7%
,	6	5.4%

Uppercase Letter

Value	Count	Frequency (%)
B	8	53.3%
A	6	40.0%
C	1	6.7%

Space Separator

Value	Count	Frequency (%)
	3335	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1420	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	41	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	41	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	1	100.0%

Lowercase Letter

Value	Count	Frequency (%)
a	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	15654	57.7%
Hangul	11467	42.3%
Latin	16	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	1059	9.2%
지	799	7.0%
번	785	6.8%
부	713	6.2%
광	682	5.9%
산	662	5.8%
구	659	5.7%
시	649	5.7%
역	640	5.6%
호	598	5.2%
Other values (179)	4221	36.8%

Common

Value	Count	Frequency (%)
	3335	21.3%
1	2452	15.7%
2	1472	9.4%
-	1420	9.1%
3	1110	7.1%
5	999	6.4%
4	944	6.0%
0	784	5.0%
6	773	4.9%
7	770	4.9%
Other values (9)	1595	10.2%

Latin

Value	Count	Frequency (%)
B	8	50.0%
A	6	37.5%
C	1	6.2%
a	1	6.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15670	57.7%
Hangul	11466	42.3%
Compat Jamo	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	3335	21.3%
1	2452	15.6%
2	1472	9.4%
-	1420	9.1%
3	1110	7.1%
5	999	6.4%
4	944	6.0%
0	784	5.0%
6	773	4.9%
7	770	4.9%
Other values (13)	1611	10.3%

Hangul

Value	Count	Frequency (%)
동	1059	9.2%
지	799	7.0%
번	785	6.8%
부	713	6.2%
광	682	5.9%
산	662	5.8%
구	659	5.7%
시	649	5.7%
역	640	5.6%
호	598	5.2%
Other values (178)	4220	36.8%

Compat Jamo

Value	Count	Frequency (%)
ㄴ	1	100.0%

지정일자
Real number (ℝ)

MISSING

Distinct	340
Distinct (%)	49.6%
Missing	4465
Missing (%)	86.7%
Infinite	0
Infinite (%)	0.0%
Mean	20052845

Minimum	19950301
Maximum	20221220
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	45.4 KiB

Quantile statistics

Minimum	19950301
5-th percentile	19950301
Q1	19950301
median	20090602
Q3	20110421
95-th percentile	20210696
Maximum	20221220
Range	270919
Interquartile range (IQR)	160120

Descriptive statistics

Standard deviation	92627.313
Coefficient of variation (CV)	0.0046191606
Kurtosis	-1.381415
Mean	20052845
Median Absolute Deviation (MAD)	99717
Skewness	0.09935671
Sum	1.3736199 × 10¹⁰
Variance	8.5798192 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19950301	283	5.5%
20110308	4	0.1%
20090914	3	0.1%
20100316	3	0.1%
20110421	3	0.1%
20110504	3	0.1%
20100525	3	0.1%
20110523	3	0.1%
20090102	3	0.1%
20100930	2	< 0.1%
Other values (330)	375	7.3%
(Missing)	4465	86.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19950301	283	5.5%
20060203	1	< 0.1%
20070724	1	< 0.1%
20070726	1	< 0.1%
20070731	1	< 0.1%
20070802	1	< 0.1%
20070807	2	< 0.1%
20070829	1	< 0.1%
20070906	1	< 0.1%
20070911	2	< 0.1%

Value	Count	Frequency (%)
20221220	1	< 0.1%
20221201	1	< 0.1%
20221111	2	< 0.1%
20221031	1	< 0.1%
20221027	2	< 0.1%
20221025	1	< 0.1%
20221018	1	< 0.1%
20221005	1	< 0.1%
20220829	1	< 0.1%
20220824	1	< 0.1%

신청일자
Real number (ℝ)

MISSING SKEWED

Distinct	709
Distinct (%)	24.2%
Missing	2225
Missing (%)	43.2%
Infinite	0
Infinite (%)	0.0%
Mean	19995673

Minimum	1995010
Maximum	50000504
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	45.4 KiB

Quantile statistics

Minimum	1995010
5-th percentile	19950101
Q1	19950301
median	19960308
Q3	20010102
95-th percentile	20111218
Maximum	50000504
Range	48005494
Interquartile range (IQR)	59801

Descriptive statistics

Standard deviation	650095.08
Coefficient of variation (CV)	0.032511788
Kurtosis	1753.5899
Mean	19995673
Median Absolute Deviation (MAD)	10207
Skewness	26.383916
Sum	5.8487342 × 10¹⁰
Variance	4.2262361 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19950301	704	13.7%
20010102	399	7.7%
19950101	246	4.8%
19960308	133	2.6%
19960101	115	2.2%
19950501	107	2.1%
19941221	59	1.1%
19960501	46	0.9%
19970501	40	0.8%
19950215	36	0.7%
Other values (699)	1040	20.2%
(Missing)	2225	43.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1995010	1	< 0.1%
19550501	2	< 0.1%
19660308	3	0.1%
19920101	3	0.1%
19930101	6	0.1%
19930901	1	< 0.1%
19940101	1	< 0.1%
19941219	15	0.3%
19941221	59	1.1%
19941225	1	< 0.1%

Value	Count	Frequency (%)
50000504	1	< 0.1%
20221219	1	< 0.1%
20221128	1	< 0.1%
20221107	1	< 0.1%
20221102	1	< 0.1%
20221027	1	< 0.1%
20221024	2	< 0.1%
20221021	1	< 0.1%
20221014	1	< 0.1%
20220928	1	< 0.1%

항목값1
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	40.4 KiB

관급봉투	5150

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
관급봉투	5150	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
관급봉투	5150	100.0%

Unnamed: 33
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	5150
Missing (%)	100.0%
Memory size	45.4 KiB

First rows
Last rows

	번호	개방서비스명	개방서비스아이디	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)	업소구분명	소재지	지정일자	신청일자	항목값1	Unnamed: 33
0	1	쓰레기종량제봉투판매업	09_30_13_P	3250000	325000014201400009	2014-08-05	<NA>	1	영업/정상	0	<NA>	<NA>	2016-08-07	<NA>	<NA>	051-250-2921	<NA>	<NA>	<NA>	부산광역시 중구 중앙대로 2 (중앙동7가)	600-017	롯데쇼핑(주) 롯데마트 광복점	2022-04-22 14:46:12	U	2022-04-24 02:40:00	<NA>	385590.814677	179553.867032	지정	<NA>	20220422	20220422	관급봉투	<NA>
1	2	쓰레기종량제봉투판매업	09_30_13_P	3250000	325000014201800012	2018-11-05	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	부산광역시 중구 대청동1가 37-1번지 코모도에스테이트 108호	부산광역시 중구 대청로 121-1, 108호 (대청동1가, 코모도에스테이트)	48932	세븐일레븐 부산코모도점	2018-11-05 10:07:46	I	2018-11-07 02:37:55	<NA>	385306.698877	180120.939471	지정	부산광역시 중구 대청동1가 37번지 1호 코모도에스테이트 108호	20181105	20181105	관급봉투	<NA>
2	3	쓰레기종량제봉투판매업	09_30_13_P	3250000	325000014201900001	2019-01-11	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	051-248-8106	<NA>	<NA>	부산광역시 중구 남포동6가 3번지 신천지	부산광역시 중구 자갈치로 33, 신천지 (남포동6가)	48982	자갈치 탑마트	2019-01-11 17:51:39	I	2019-01-13 02:20:47	<NA>	384836.914456	179432.73458	지정	<NA>	20190111	20190111	관급봉투	<NA>
3	4	쓰레기종량제봉투판매업	09_30_13_P	3250000	325000014201900002	2019-03-19	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	부산광역시 중구 영주동 142-24번지 문화빌리지	부산광역시 중구 동영로64번길 21 (영주동, 문화빌리지)	48914	GS25 부산터널점	2019-03-19 11:05:38	I	2019-03-21 02:21:57	<NA>	385234.390509	181142.867958	지정	부산광역시 중구 영주동 142번지 24호 문화빌리지	20190319	20190318	관급봉투	<NA>
4	5	쓰레기종량제봉투판매업	09_30_13_P	3250000	325000014199400001	1994-12-21	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	600-111	부산광역시 중구 영주동 640-28 2통2반	부산광역시 중구 대영로242번안길 7 (영주동)	600-110	봉래슈퍼마켓	2021-02-02 12:09:45	U	2021-02-04 02:40:00	<NA>	385551.263008	180920.368072	종료	부산광역시 중구 영주동 640-28번지 2 통 2 반	<NA>	19941221	관급봉투	<NA>
5	6	쓰레기종량제봉투판매업	09_30_13_P	3250000	325000014199400003	1994-12-21	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	600-111	부산광역시 중구 영주동 28번지 8통3반	<NA>	<NA>	경북상회	2013-12-30 12:54:53	I	2018-08-31 23:59:59	<NA>	<NA>	<NA>	지정	부산광역시 중구 영주동 28번지 8 통 3 반	<NA>	19941221	관급봉투	<NA>
6	7	쓰레기종량제봉투판매업	09_30_13_P	3250000	325000014199400004	1994-12-21	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	600-111	부산광역시 중구 영주동 525번지 18통1반	<NA>	<NA>	잡화상	2007-07-07 10:00:50	I	2018-08-31 23:59:59	<NA>	<NA>	<NA>	지정	부산광역시 중구 영주동 525번지 18 통 1 반	<NA>	19941221	관급봉투	<NA>
7	8	쓰레기종량제봉투판매업	09_30_13_P	3250000	325000014199400005	1994-12-21	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	600-052	부산광역시 중구 창선동2가 40번지	<NA>	<NA>	창선담배집	2013-12-30 12:58:01	I	2018-08-31 23:59:59	<NA>	<NA>	<NA>	지정	부산광역시 중구 창선동2가 40번지	<NA>	19941221	관급봉투	<NA>
8	9	쓰레기종량제봉투판매업	09_30_13_P	3250000	325000014199400006	1994-12-21	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	600-062	부산광역시 중구 신창동2가 22번지	부산광역시 중구 광복로43번길 11 (신창동2가)	<NA>	신생아파트	2013-12-30 12:59:01	I	2018-08-31 23:59:59	<NA>	384985.998766	179790.331106	지정	부산광역시 중구 신창동1가 4번지	<NA>	19941221	관급봉투	<NA>
9	10	쓰레기종량제봉투판매업	09_30_13_P	3250000	325000014199400007	1994-12-21	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	600-061	부산광역시 중구 신창동1가 4번지	부산광역시 중구 광복중앙로 27 (신창동1가)	<NA>	용두산맨션	2013-12-30 12:59:47	I	2018-08-31 23:59:59	<NA>	385081.060358	179965.026159	지정	부산광역시 중구 신창동1가 4번지	<NA>	19941221	관급봉투	<NA>

	번호	개방서비스명	개방서비스아이디	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)	업소구분명	소재지	지정일자	신청일자	항목값1	Unnamed: 33
5140	5141	쓰레기종량제봉투판매업	09_30_13_P	3400000	340000014199600127	1996-03-08	<NA>	3	폐업	2	폐업	2009-01-12	2009-01-12	<NA>	<NA>	<NA>	<NA>	619-911	부산광역시 기장군 일광면 동백리 285-18번지	부산광역시 기장군 일광면 문오성길 25	<NA>	새마을상점	2014-01-09 08:40:11	I	2018-08-31 23:59:59	<NA>	405307.98692	200499.137723	지정	동백리 285번지 18호	<NA>	<NA>	관급봉투	<NA>
5141	5142	쓰레기종량제봉투판매업	09_30_13_P	3400000	340000014199600128	1996-03-08	<NA>	3	폐업	2	폐업	2009-01-12	2009-01-12	<NA>	<NA>	<NA>	<NA>	619-911	부산광역시 기장군 일광면 신평리 62-3번지	부산광역시 기장군 일광면 일광로 603	<NA>	신평상회	2014-01-09 08:42:09	I	2018-08-31 23:59:59	<NA>	405411.883392	201954.961999	지정	신평리 62번지 3호	<NA>	<NA>	관급봉투	<NA>
5142	5143	쓰레기종량제봉투판매업	09_30_13_P	3400000	340000014199600129	1996-03-08	<NA>	3	폐업	2	폐업	2009-01-12	2009-01-12	<NA>	<NA>	<NA>	<NA>	619-911	부산광역시 기장군 일광면 신평리 39-3번지	부산광역시 기장군 일광면 일광로 605	<NA>	장안상회	2014-01-09 08:43:49	I	2018-08-31 23:59:59	<NA>	405407.600557	201974.114173	지정	신평리 62번지 3호	<NA>	<NA>	관급봉투	<NA>
5143	5144	쓰레기종량제봉투판매업	09_30_13_P	3400000	340000014199600173	1996-03-08	<NA>	3	폐업	2	폐업	2010-01-11	2010-01-11	<NA>	<NA>	<NA>	<NA>	619-903	부산광역시 기장군 기장읍 대라리 406-2 번지	<NA>	<NA>	이,미용협회사무실	2014-01-09 10:32:02	I	2018-08-31 23:59:59	<NA>	<NA>	<NA>	지정	대라리 406번지 2 호	<NA>	19960308	관급봉투	<NA>
5144	5145	쓰레기종량제봉투판매업	09_30_13_P	3400000	340000014199600176	1996-07-02	<NA>	3	폐업	2	폐업	2010-01-11	2010-01-11	<NA>	<NA>	<NA>	<NA>	619-912	부산광역시 기장군 일광면 삼성리 109-25 번지	<NA>	<NA>	삼거리상회	2014-01-09 10:39:27	I	2018-08-31 23:59:59	<NA>	<NA>	<NA>	지정	삼성리 109번지 25 호	<NA>	19960702	관급봉투	<NA>
5145	5146	쓰레기종량제봉투판매업	09_30_13_P	3400000	340000014199600177	1996-09-09	<NA>	3	폐업	2	폐업	2010-01-11	2010-01-11	<NA>	<NA>	<NA>	<NA>	619-903	부산광역시 기장군 기장읍 대라리 98번지	<NA>	<NA>	대우상회	2014-01-09 10:40:41	I	2018-08-31 23:59:59	<NA>	<NA>	<NA>	지정	대라리 98번지	<NA>	19960909	관급봉투	<NA>
5146	5147	쓰레기종량제봉투판매업	09_30_13_P	3400000	340000014199600155	2004-05-12	<NA>	3	폐업	2	폐업	2009-01-12	2009-01-12	<NA>	<NA>	<NA>	<NA>	619-962	부산광역시 기장군 정관읍 모전리 55-1 번지	<NA>	<NA>	가동상회	2014-01-09 10:12:35	I	2018-08-31 23:59:59	<NA>	<NA>	<NA>	지정	모전리 55-1	<NA>	20040512	관급봉투	<NA>
5147	5148	쓰레기종량제봉투판매업	09_30_13_P	3400000	340000014199600156	1996-03-08	<NA>	3	폐업	2	폐업	2010-01-11	2010-01-11	<NA>	<NA>	<NA>	<NA>	619-963	부산광역시 기장군 정관읍 용수리 786-1번지	<NA>	<NA>	덕전상회	2014-01-09 10:14:28	I	2018-08-31 23:59:59	<NA>	<NA>	<NA>	지정	용수리 786번지 1호	<NA>	19960308	관급봉투	<NA>
5148	5149	쓰레기종량제봉투판매업	09_30_13_P	3400000	340000014199600157	1996-03-08	<NA>	3	폐업	2	폐업	2010-01-11	2010-01-11	<NA>	<NA>	<NA>	<NA>	619-963	부산광역시 기장군 정관읍 용수리 610-2번지	부산광역시 기장군 정관면 산막길 9	<NA>	산막상회	2014-01-09 10:15:38	I	2018-08-31 23:59:59	<NA>	397348.989018	205746.641292	지정	용수리 610번지 2호	<NA>	19960308	관급봉투	<NA>
5149	5150	쓰레기종량제봉투판매업	09_30_13_P	3400000	340000014199600158	1996-03-08	<NA>	3	폐업	2	폐업	2010-01-11	2010-01-11	<NA>	<NA>	<NA>	<NA>	619-962	부산광역시 기장군 정관읍 모전리 175번지	<NA>	<NA>	모전구판장	2014-01-09 10:16:25	I	2018-08-31 23:59:59	<NA>	<NA>	<NA>	지정	모전리 175번지	<NA>	19960308	관급봉투	<NA>

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