gimi9 Pandas Profiling

Dataset statistics

Number of variables	34
Number of observations	5154
Missing cells	67780
Missing cells (%)	38.7%
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	9
DateTime	5
Unsupported	6
Text	7

Dataset

Description	2023-08-01
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
`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
`데이터갱신구분` is highly imbalanced (88.1%)	Imbalance
`인허가일자` has 195 (3.8%) missing values	Missing
`인허가취소일자` has 5154 (100.0%) missing values	Missing
`폐업일자` has 4612 (89.5%) missing values	Missing
`휴업시작일자` has 4640 (90.0%) missing values	Missing
`휴업종료일자` has 5154 (100.0%) missing values	Missing
`재개업일자` has 5154 (100.0%) missing values	Missing
`소재지전화` has 3471 (67.3%) missing values	Missing
`소재지면적` has 5154 (100.0%) missing values	Missing
`소재지우편번호` has 177 (3.4%) missing values	Missing
`소재지전체주소` has 61 (1.2%) missing values	Missing
`도로명전체주소` has 3432 (66.6%) missing values	Missing
`도로명우편번호` has 4703 (91.2%) missing values	Missing
`업태구분명` has 5154 (100.0%) missing values	Missing
`좌표정보(x)` has 3064 (59.4%) missing values	Missing
`좌표정보(y)` has 3064 (59.4%) missing values	Missing
`소재지` has 2746 (53.3%) missing values	Missing
`지정일자` has 4466 (86.7%) missing values	Missing
`신청일자` has 2225 (43.2%) missing values	Missing
`Unnamed: 33` has 5154 (100.0%) missing values	Missing
`신청일자` is highly skewed (γ1 = 26.39330668)	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 23:34:30.867880
Analysis finished	2024-04-17 23:34:32.053858
Duration	1.19 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	5154
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2577.5

Minimum	1
Maximum	5154
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	45.4 KiB

Quantile statistics

Minimum	1
5-th percentile	258.65
Q1	1289.25
median	2577.5
Q3	3865.75
95-th percentile	4896.35
Maximum	5154
Range	5153
Interquartile range (IQR)	2576.5

Descriptive statistics

Standard deviation	1487.976
Coefficient of variation (CV)	0.57729427
Kurtosis	-1.2
Mean	2577.5
Median Absolute Deviation (MAD)	1288.5
Skewness	0
Sum	13284435
Variance	2214072.5
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	< 0.1%
3464	1	< 0.1%
3442	1	< 0.1%
3441	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%
Other values (5144)	5144	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 (%)
5154	1	< 0.1%
5153	1	< 0.1%
5152	1	< 0.1%
5151	1	< 0.1%
5150	1	< 0.1%
5149	1	< 0.1%
5148	1	< 0.1%
5147	1	< 0.1%
5146	1	< 0.1%
5145	1	< 0.1%

개방서비스명
Categorical

CONSTANT

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

쓰레기종량제봉투판매업	5154

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	5154	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
쓰레기종량제봉투판매업	5154	100.0%

개방서비스아이디
Categorical

CONSTANT

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

09_30_13_P	5154

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	5154	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
09_30_13_p	5154	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	13
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3322537.8

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	50071.18
Coefficient of variation (CV)	0.015070161
Kurtosis	-1.4370564
Mean	3322537.8
Median Absolute Deviation (MAD)	40000
Skewness	0.25389424
Sum	1.712436 × 10¹⁰
Variance	2.5071231 × 10⁹
Monotonicity	Not monotonic

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	387	7.5%
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	387	7.5%
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	5154
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.322538 × 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	5.007118 × 10¹⁵
Coefficient of variation (CV)	0.01507016
Kurtosis	-1.4370564
Mean	3.322538 × 10¹⁷
Median Absolute Deviation (MAD)	4 × 10¹⁵
Skewness	0.25389424
Sum	-3.1111257 × 10¹⁸
Variance	2.5071231 × 10³¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
325000014201400009	1	< 0.1%
327000014200000285	1	< 0.1%
327000014200000265	1	< 0.1%
327000014200000264	1	< 0.1%
327000014200000263	1	< 0.1%
327000014200000262	1	< 0.1%
327000014200000261	1	< 0.1%
327000014200000260	1	< 0.1%
327000014200000259	1	< 0.1%
327000014200000258	1	< 0.1%
Other values (5144)	5144	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	1173
Distinct (%)	23.7%
Missing	195
Missing (%)	3.8%
Memory size	40.4 KiB

Minimum	1966-03-08 00:00:00
Maximum	2023-04-05 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	5154
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	4610
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	4610	89.4%
3	543	10.5%
2	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	4610	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	4610
폐업	543
휴업	1

Length

Max length	5
Median length	5
Mean length	4.6833527
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	4610	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	4610	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	4609
2	543
0	1
1	1

Length

Max length	2
Median length	2
Mean length	1.8942569
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	4609	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	4609	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	4609
폐업	543
<NA>	1
휴업	1

Length

Max length	4
Median length	2
Mean length	2.000388
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	4609	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	4609	89.4%
폐업	543	10.5%
na	1	< 0.1%
휴업	1	< 0.1%

폐업일자
Date

MISSING

Distinct	50
Distinct (%)	9.2%
Missing	4612
Missing (%)	89.5%
Memory size	40.4 KiB

Minimum	2000-10-11 00:00:00
Maximum	2021-05-06 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Date

MISSING

Distinct	31
Distinct (%)	6.0%
Missing	4640
Missing (%)	90.0%
Memory size	40.4 KiB

Minimum	2000-01-01 00:00:00
Maximum	2019-11-11 00:00:00

Histogram

Histogram with fixed size bins (bins=31)

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	5154
Missing (%)	100.0%
Memory size	45.4 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	5154
Missing (%)	100.0%
Memory size	45.4 KiB

소재지전화
Text

MISSING

Distinct	1609
Distinct (%)	95.6%
Missing	3471
Missing (%)	67.3%
Memory size	40.4 KiB

Length

Max length	12
Median length	11
Mean length	10.651218
Min length	7

Characters and Unicode

Total characters	17926
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	1550 ?
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 (1629)	1748	54.8%

Most occurring characters

Value	Count	Frequency (%)
1	2914	16.3%
5	2603	14.5%
0	2525	14.1%
4	1693	9.4%
	1513	8.4%
3	1411	7.9%
2	1363	7.6%
6	1244	6.9%
7	1016	5.7%
8	928	5.2%
Other values (2)	716	4.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	16327	91.1%
Space Separator	1513	8.4%
Dash Punctuation	86	0.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	2914	17.8%
5	2603	15.9%
0	2525	15.5%
4	1693	10.4%
3	1411	8.6%
2	1363	8.3%
6	1244	7.6%
7	1016	6.2%
8	928	5.7%
9	630	3.9%

Space Separator

Value	Count	Frequency (%)
	1513	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	86	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	17926	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	2914	16.3%
5	2603	14.5%
0	2525	14.1%
4	1693	9.4%
	1513	8.4%
3	1411	7.9%
2	1363	7.6%
6	1244	6.9%
7	1016	5.7%
8	928	5.2%
Other values (2)	716	4.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	17926	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	2914	16.3%
5	2603	14.5%
0	2525	14.1%
4	1693	9.4%
	1513	8.4%
3	1411	7.9%
2	1363	7.6%
6	1244	6.9%
7	1016	5.7%
8	928	5.2%
Other values (2)	716	4.0%

소재지면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	5154
Missing (%)	100.0%
Memory size	45.4 KiB

소재지우편번호
Text

MISSING

Distinct	419
Distinct (%)	8.4%
Missing	177
Missing (%)	3.4%
Memory size	40.4 KiB

Length

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

Characters and Unicode

Total characters	34839
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%
606-072	53	1.1%
606-081	53	1.1%
608-043	52	1.0%
601-064	52	1.0%
Other values (409)	4406	88.5%

Most occurring characters

Value	Count	Frequency (%)
0	6990	20.1%
6	6266	18.0%
1	6062	17.4%
-	4977	14.3%
2	2140	6.1%
8	2053	5.9%
3	1834	5.3%
4	1511	4.3%
7	1499	4.3%
9	823	2.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	29862	85.7%
Dash Punctuation	4977	14.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	6990	23.4%
6	6266	21.0%
1	6062	20.3%
2	2140	7.2%
8	2053	6.9%
3	1834	6.1%
4	1511	5.1%
7	1499	5.0%
9	823	2.8%
5	684	2.3%

Dash Punctuation

Value	Count	Frequency (%)
-	4977	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	34839	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	6990	20.1%
6	6266	18.0%
1	6062	17.4%
-	4977	14.3%
2	2140	6.1%
8	2053	5.9%
3	1834	5.3%
4	1511	4.3%
7	1499	4.3%
9	823	2.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	34839	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	6990	20.1%
6	6266	18.0%
1	6062	17.4%
-	4977	14.3%
2	2140	6.1%
8	2053	5.9%
3	1834	5.3%
4	1511	4.3%
7	1499	4.3%
9	823	2.4%

소재지전체주소
Text

MISSING

Distinct	4602
Distinct (%)	90.4%
Missing	61
Missing (%)	1.2%
Memory size	40.4 KiB

Length

Max length	50
Median length	45
Mean length	24.335951
Min length	14

Characters and Unicode

Total characters	123943
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	4229 ?
Unique (%)	83.0%

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	5093	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 (4750)	13962	54.3%

Most occurring characters

Value	Count	Frequency (%)
	24486	19.8%
동	6207	5.0%
1	5828	4.7%
부	5688	4.6%
산	5587	4.5%
광	5425	4.4%
시	5110	4.1%
역	5096	4.1%
지	5036	4.1%
번	4953	4.0%
Other values (263)	50527	40.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	69888	56.4%
Decimal Number	25210	20.3%
Space Separator	24486	19.8%
Dash Punctuation	4261	3.4%
Uppercase Letter	45	< 0.1%
Other Punctuation	42	< 0.1%
Lowercase Letter	5	< 0.1%
Math Symbol	4	< 0.1%
Close Punctuation	1	< 0.1%
Open Punctuation	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	6207	8.9%
부	5688	8.1%
산	5587	8.0%
광	5425	7.8%
시	5110	7.3%
역	5096	7.3%
지	5036	7.2%
번	4953	7.1%
구	4846	6.9%
영	1200	1.7%
Other values (227)	20740	29.7%

Uppercase Letter

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

Decimal Number

Value	Count	Frequency (%)
1	5828	23.1%
2	3274	13.0%
3	2701	10.7%
4	2479	9.8%
5	2349	9.3%
6	1855	7.4%
7	1789	7.1%
0	1749	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%
k	1	20.0%
r	1	20.0%
e	1	20.0%

Space Separator

Value	Count	Frequency (%)
	24486	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	4261	100.0%

Math Symbol

Value	Count	Frequency (%)
~	4	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	69888	56.4%
Common	54005	43.6%
Latin	50	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	6207	8.9%
부	5688	8.1%
산	5587	8.0%
광	5425	7.8%
시	5110	7.3%
역	5096	7.3%
지	5036	7.2%
번	4953	7.1%
구	4846	6.9%
영	1200	1.7%
Other values (227)	20740	29.7%

Common

Value	Count	Frequency (%)
	24486	45.3%
1	5828	10.8%
-	4261	7.9%
2	3274	6.1%
3	2701	5.0%
4	2479	4.6%
5	2349	4.3%
6	1855	3.4%
7	1789	3.3%
0	1749	3.2%
Other values (9)	3234	6.0%

Latin

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

Most occurring blocks

Value	Count	Frequency (%)
Hangul	69888	56.4%
ASCII	54055	43.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	24486	45.3%
1	5828	10.8%
-	4261	7.9%
2	3274	6.1%
3	2701	5.0%
4	2479	4.6%
5	2349	4.3%
6	1855	3.4%
7	1789	3.3%
0	1749	3.2%
Other values (26)	3284	6.1%

Hangul

Value	Count	Frequency (%)
동	6207	8.9%
부	5688	8.1%
산	5587	8.0%
광	5425	7.8%
시	5110	7.3%
역	5096	7.3%
지	5036	7.2%
번	4953	7.1%
구	4846	6.9%
영	1200	1.7%
Other values (227)	20740	29.7%

도로명전체주소
Text

MISSING

Distinct	1606
Distinct (%)	93.3%
Missing	3432
Missing (%)	66.6%
Memory size	40.4 KiB

Length

Max length	56
Median length	49
Mean length	26.926829
Min length	19

Characters and Unicode

Total characters	46368
Distinct characters	285
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 (%)	87.7%

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	1722	19.5%
사상구	468	5.3%
남구	424	4.8%
중구	233	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 (1665)	5259	59.5%

Most occurring characters

Value	Count	Frequency (%)
	8291	17.9%
동	1980	4.3%
광	1889	4.1%
부	1831	3.9%
산	1814	3.9%
시	1751	3.8%
역	1723	3.7%
구	1637	3.5%
로	1606	3.5%
(	1597	3.4%
Other values (275)	22249	48.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	27336	59.0%
Space Separator	8291	17.9%
Decimal Number	6962	15.0%
Open Punctuation	1597	3.4%
Close Punctuation	1597	3.4%
Dash Punctuation	308	0.7%
Other Punctuation	252	0.5%
Uppercase Letter	19	< 0.1%
Math Symbol	3	< 0.1%
Lowercase Letter	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	1980	7.2%
광	1889	6.9%
부	1831	6.7%
산	1814	6.6%
시	1751	6.4%
역	1723	6.3%
구	1637	6.0%
로	1606	5.9%
길	977	3.6%
번	896	3.3%
Other values (249)	11232	41.1%

Decimal Number

Value	Count	Frequency (%)
1	1557	22.4%
2	956	13.7%
3	822	11.8%
4	707	10.2%
6	537	7.7%
0	532	7.6%
5	529	7.6%
7	469	6.7%
9	462	6.6%
8	391	5.6%

Uppercase Letter

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

Lowercase Letter

Value	Count	Frequency (%)
g	1	33.3%
a	1	33.3%
s	1	33.3%

Other Punctuation

Value	Count	Frequency (%)
,	243	96.4%
@	9	3.6%

Space Separator

Value	Count	Frequency (%)
	8291	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1597	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1597	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	308	100.0%

Math Symbol

Value	Count	Frequency (%)
~	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	27336	59.0%
Common	19010	41.0%
Latin	22	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	1980	7.2%
광	1889	6.9%
부	1831	6.7%
산	1814	6.6%
시	1751	6.4%
역	1723	6.3%
구	1637	6.0%
로	1606	5.9%
길	977	3.6%
번	896	3.3%
Other values (249)	11232	41.1%

Common

Value	Count	Frequency (%)
	8291	43.6%
(	1597	8.4%
)	1597	8.4%
1	1557	8.2%
2	956	5.0%
3	822	4.3%
4	707	3.7%
6	537	2.8%
0	532	2.8%
5	529	2.8%
Other values (7)	1885	9.9%

Latin

Value	Count	Frequency (%)
B	11	50.0%
A	4	18.2%
g	1	4.5%
C	1	4.5%
E	1	4.5%
W	1	4.5%
a	1	4.5%
D	1	4.5%
s	1	4.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	27336	59.0%
ASCII	19032	41.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	8291	43.6%
(	1597	8.4%
)	1597	8.4%
1	1557	8.2%
2	956	5.0%
3	822	4.3%
4	707	3.7%
6	537	2.8%
0	532	2.8%
5	529	2.8%
Other values (16)	1907	10.0%

Hangul

Value	Count	Frequency (%)
동	1980	7.2%
광	1889	6.9%
부	1831	6.7%
산	1814	6.6%
시	1751	6.4%
역	1723	6.3%
구	1637	6.0%
로	1606	5.9%
길	977	3.6%
번	896	3.3%
Other values (249)	11232	41.1%

도로명우편번호
Text

MISSING

Distinct	170
Distinct (%)	37.7%
Missing	4703
Missing (%)	91.2%
Memory size	40.4 KiB

Length

Max length	7
Median length	7
Mean length	6.4634146
Min length	5

Characters and Unicode

Total characters	2915
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	72 ?
Unique (%)	16.0%

Sample

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

Value	Count	Frequency (%)
619-903	19	4.2%
617-818	11	2.4%
617-800	10	2.2%
617-833	10	2.2%
617-802	10	2.2%
600-110	9	2.0%
617-841	9	2.0%
48953	9	2.0%
617-807	8	1.8%
617-836	8	1.8%
Other values (160)	348	77.2%

Most occurring characters

Value	Count	Frequency (%)
1	425	14.6%
6	405	13.9%
8	381	13.1%
-	330	11.3%
7	300	10.3%
0	298	10.2%
9	263	9.0%
4	200	6.9%
3	137	4.7%
2	96	3.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2585	88.7%
Dash Punctuation	330	11.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	425	16.4%
6	405	15.7%
8	381	14.7%
7	300	11.6%
0	298	11.5%
9	263	10.2%
4	200	7.7%
3	137	5.3%
2	96	3.7%
5	80	3.1%

Dash Punctuation

Value	Count	Frequency (%)
-	330	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2915	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	425	14.6%
6	405	13.9%
8	381	13.1%
-	330	11.3%
7	300	10.3%
0	298	10.2%
9	263	9.0%
4	200	6.9%
3	137	4.7%
2	96	3.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2915	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	425	14.6%
6	405	13.9%
8	381	13.1%
-	330	11.3%
7	300	10.3%
0	298	10.2%
9	263	9.0%
4	200	6.9%
3	137	4.7%
2	96	3.3%

사업장명
Text

Distinct	3243
Distinct (%)	62.9%
Missing	0
Missing (%)	0.0%
Memory size	40.4 KiB

Length

Max length	25
Median length	4
Mean length	5.1078774
Min length	1

Characters and Unicode

Total characters	26326
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	2528 ?
Unique (%)	49.0%

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 (3291)	5273	92.5%

Most occurring characters

Value	Count	Frequency (%)
퍼	2004	7.6%
슈	1753	6.7%
상	1020	3.9%
회	961	3.7%
마	894	3.4%
트	773	2.9%
점	595	2.3%
	547	2.1%
대	390	1.5%
동	367	1.4%
Other values (541)	17022	64.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	24519	93.1%
Space Separator	547	2.1%
Decimal Number	477	1.8%
Uppercase Letter	392	1.5%
Open Punctuation	163	0.6%
Close Punctuation	163	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	7.1%
상	1020	4.2%
회	961	3.9%
마	894	3.6%
트	773	3.2%
점	595	2.4%
대	390	1.6%
동	367	1.5%
수	363	1.5%
Other values (485)	15399	62.8%

Uppercase Letter

Value	Count	Frequency (%)
G	117	29.8%
S	84	21.4%
L	46	11.7%
C	33	8.4%
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	10.2%

Lowercase Letter

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

Decimal Number

Value	Count	Frequency (%)
2	208	43.6%
5	153	32.1%
4	37	7.8%
1	28	5.9%
3	19	4.0%
0	10	2.1%
8	10	2.1%
6	7	1.5%
7	5	1.0%

Other Punctuation

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

Space Separator

Value	Count	Frequency (%)
	547	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	163	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	163	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	24520	93.1%
Common	1376	5.2%
Latin	430	1.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
퍼	2004	8.2%
슈	1753	7.1%
상	1020	4.2%
회	961	3.9%
마	894	3.6%
트	773	3.2%
점	595	2.4%
대	390	1.6%
동	367	1.5%
수	363	1.5%
Other values (486)	15400	62.8%

Latin

Value	Count	Frequency (%)
G	117	27.2%
S	84	19.5%
L	46	10.7%
C	33	7.7%
A	16	3.7%
K	14	3.3%
P	12	2.8%
T	11	2.6%
M	10	2.3%
J	9	2.1%
Other values (27)	78	18.1%

Common

Value	Count	Frequency (%)
	547	39.8%
2	208	15.1%
(	163	11.8%
)	163	11.8%
5	153	11.1%
4	37	2.7%
1	28	2.0%
3	19	1.4%
-	12	0.9%
0	10	0.7%
Other values (8)	36	2.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	24519	93.1%
ASCII	1806	6.9%
None	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
퍼	2004	8.2%
슈	1753	7.1%
상	1020	4.2%
회	961	3.9%
마	894	3.6%
트	773	3.2%
점	595	2.4%
대	390	1.6%
동	367	1.5%
수	363	1.5%
Other values (485)	15399	62.8%

ASCII

Value	Count	Frequency (%)
	547	30.3%
2	208	11.5%
(	163	9.0%
)	163	9.0%
5	153	8.5%
G	117	6.5%
S	84	4.7%
L	46	2.5%
4	37	2.0%
C	33	1.8%
Other values (45)	255	14.1%

None

Value	Count	Frequency (%)
㈜	1	100.0%

최종수정시점
Date

Distinct	1531
Distinct (%)	29.7%
Missing	0
Missing (%)	0.0%
Memory size	40.4 KiB

Minimum	2007-07-07 09:58:56
Maximum	2023-07-05 20:22:48

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	5071
U	83

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	5071	98.4%
U	83	1.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	5071	98.4%
u	83	1.6%

데이터갱신일자
Date

Distinct	103
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Memory size	40.4 KiB

Minimum	2018-08-31 23:59:59
Maximum	2023-07-07 02:40:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	5154
Missing (%)	100.0%
Memory size	45.4 KiB

좌표정보(x)
Real number (ℝ)

MISSING

Distinct	1871
Distinct (%)	89.5%
Missing	3064
Missing (%)	59.4%
Infinite	0
Infinite (%)	0.0%
Mean	387933.55

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	379697.1
Q1	381760.29
median	386946.47
Q3	392548.08
95-th percentile	401465.92
Maximum	408017.31
Range	37733.954
Interquartile range (IQR)	10787.796

Descriptive statistics

Standard deviation	6505.5935
Coefficient of variation (CV)	0.016769865
Kurtosis	-0.12869016
Mean	387933.55
Median Absolute Deviation (MAD)	5455.8601
Skewness	0.58796569
Sum	8.1078113 × 10⁸
Variance	42322747
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
385558.912351386	5	0.1%
385230.605157267	5	0.1%
385576.893648772	5	0.1%
390195.849928706	4	0.1%
381345.772891816	4	0.1%
388577.664510707	4	0.1%
385570.015221682	4	0.1%
386296.184967112	4	0.1%
373499.123572701	4	0.1%
379554.826788489	4	0.1%
Other values (1861)	2047	39.7%
(Missing)	3064	59.4%

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	1871
Distinct (%)	89.5%
Missing	3064
Missing (%)	59.4%
Infinite	0
Infinite (%)	0.0%
Mean	185743.06

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	178634.32
Q1	181471.46
median	184651.64
Q3	189051.59
95-th percentile	196023.88
Maximum	210111.93
Range	36216.274
Interquartile range (IQR)	7580.1213

Descriptive statistics

Standard deviation	5792.7382
Coefficient of variation (CV)	0.031186835
Kurtosis	1.096268
Mean	185743.06
Median Absolute Deviation (MAD)	3592.7121
Skewness	0.99014209
Sum	3.88203 × 10⁸
Variance	33555815
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
182474.551700716	5	0.1%
181026.921498134	5	0.1%
185778.180339864	5	0.1%
183602.493480861	4	0.1%
189447.844867645	4	0.1%
178279.998453366	4	0.1%
187424.7082035	4	0.1%
182709.735940952	4	0.1%
181704.648037241	4	0.1%
184301.128962727	4	0.1%
Other values (1861)	2047	39.7%
(Missing)	3064	59.4%

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	2607
<NA>	2175
종료	372

Length

Max length	4
Median length	2
Mean length	2.8440047
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	2607	50.6%
<NA>	2175	42.2%
종료	372	7.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
지정	2607	50.6%
na	2175	42.2%
종료	372	7.2%

소재지
Text

MISSING

Distinct	2116
Distinct (%)	87.9%
Missing	2746
Missing (%)	53.3%
Memory size	40.4 KiB

Length

Max length	44
Median length	36
Mean length	11.298588
Min length	2

Characters and Unicode

Total characters	27207
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	1998 ?
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	640	11.7%
중구	309	5.7%
사상구	296	5.4%
1호	80	1.5%
호	68	1.2%
영주동	56	1.0%
괘법동	51	0.9%
대라리	46	0.8%
2호	38	0.7%
감전동	35	0.6%
Other values (2248)	3835	70.3%

Most occurring characters

Value	Count	Frequency (%)
	3347	12.3%
1	2458	9.0%
2	1473	5.4%
-	1422	5.2%
3	1112	4.1%
동	1063	3.9%
5	999	3.7%
4	944	3.5%
지	799	2.9%
번	785	2.9%
Other values (202)	12805	47.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	11511	42.3%
Decimal Number	10716	39.4%
Space Separator	3347	12.3%
Dash Punctuation	1422	5.2%
Other Punctuation	111	0.4%
Close Punctuation	41	0.2%
Open Punctuation	41	0.2%
Uppercase Letter	15	0.1%
Modifier Symbol	1	< 0.1%
Lowercase Letter	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	1063	9.2%
지	799	6.9%
번	785	6.8%
부	717	6.2%
광	686	6.0%
산	666	5.8%
구	663	5.8%
시	653	5.7%
역	644	5.6%
호	598	5.2%
Other values (179)	4237	36.8%

Decimal Number

Value	Count	Frequency (%)
1	2458	22.9%
2	1473	13.7%
3	1112	10.4%
5	999	9.3%
4	944	8.8%
0	784	7.3%
6	776	7.2%
7	770	7.2%
8	712	6.6%
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 (%)
	3347	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1422	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	41	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	41	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	1	100.0%

Lowercase Letter

Value	Count	Frequency (%)
a	1	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	15680	57.6%
Hangul	11511	42.3%
Latin	16	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	1063	9.2%
지	799	6.9%
번	785	6.8%
부	717	6.2%
광	686	6.0%
산	666	5.8%
구	663	5.8%
시	653	5.7%
역	644	5.6%
호	598	5.2%
Other values (179)	4237	36.8%

Common

Value	Count	Frequency (%)
	3347	21.3%
1	2458	15.7%
2	1473	9.4%
-	1422	9.1%
3	1112	7.1%
5	999	6.4%
4	944	6.0%
0	784	5.0%
6	776	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	15696	57.7%
Hangul	11510	42.3%
Compat Jamo	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	3347	21.3%
1	2458	15.7%
2	1473	9.4%
-	1422	9.1%
3	1112	7.1%
5	999	6.4%
4	944	6.0%
0	784	5.0%
6	776	4.9%
7	770	4.9%
Other values (13)	1611	10.3%

Hangul

Value	Count	Frequency (%)
동	1063	9.2%
지	799	6.9%
번	785	6.8%
부	717	6.2%
광	686	6.0%
산	666	5.8%
구	663	5.8%
시	653	5.7%
역	644	5.6%
호	598	5.2%
Other values (178)	4236	36.8%

Compat Jamo

Value	Count	Frequency (%)
ㄴ	1	100.0%

지정일자
Real number (ℝ)

MISSING

Distinct	344
Distinct (%)	50.0%
Missing	4466
Missing (%)	86.7%
Infinite	0
Infinite (%)	0.0%
Mean	20053634

Minimum	19950301
Maximum	20230530
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	20110422
95-th percentile	20210820
Maximum	20230530
Range	280229
Interquartile range (IQR)	160121

Descriptive statistics

Standard deviation	93189.582
Coefficient of variation (CV)	0.0046470173
Kurtosis	-1.3694088
Mean	20053634
Median Absolute Deviation (MAD)	100304.5
Skewness	0.10354833
Sum	1.37969 × 10¹⁰
Variance	8.6842982 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19950301	283	5.5%
20110308	4	0.1%
20110504	3	0.1%
20090914	3	0.1%
20100316	3	0.1%
20090102	3	0.1%
20100525	3	0.1%
20110523	3	0.1%
20110421	3	0.1%
20170620	2	< 0.1%
Other values (334)	378	7.3%
(Missing)	4466	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 (%)
20230530	1	< 0.1%
20230321	1	< 0.1%
20230213	1	< 0.1%
20230209	1	< 0.1%
20221220	1	< 0.1%
20221201	1	< 0.1%
20221111	2	< 0.1%
20221031	1	< 0.1%
20221027	2	< 0.1%
20221025	1	< 0.1%

신청일자
Real number (ℝ)

MISSING SKEWED

Distinct	714
Distinct (%)	24.4%
Missing	2225
Missing (%)	43.2%
Infinite	0
Infinite (%)	0.0%
Mean	19995997

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	19960322
Q3	20010102
95-th percentile	20120267
Maximum	50000504
Range	48005494
Interquartile range (IQR)	59801

Descriptive statistics

Standard deviation	649709.9
Coefficient of variation (CV)	0.032491999
Kurtosis	1755.2961
Mean	19995997
Median Absolute Deviation (MAD)	10221
Skewness	26.393307
Sum	5.8568274 × 10¹⁰
Variance	4.2212295 × 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 (704)	1044	20.3%
(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%
20230530	1	< 0.1%
20230405	1	< 0.1%
20230321	1	< 0.1%
20230213	1	< 0.1%
20230209	1	< 0.1%
20221219	1	< 0.1%
20221128	1	< 0.1%
20221107	1	< 0.1%
20221102	1	< 0.1%

항목값1
Categorical

CONSTANT

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

관급봉투	5154

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	5154	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
관급봉투	5154	100.0%

Unnamed: 33
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	5154
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
5144	5145	쓰레기종량제봉투판매업	09_30_13_P	3330000	333000014199913001	1999-05-01	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	07841040	<NA>	612-051	부산광역시 해운대구 재송동 152번지	부산광역시 해운대구 재반로64번길 42 (재송동)	<NA>	명유그린관리소	2007-07-07 10:18:30	I	2018-08-31 23:59:59	<NA>	393833.419763	189479.649739	지정	152	<NA>	19990501	관급봉투	<NA>
5145	5146	쓰레기종량제봉투판매업	09_30_13_P	3330000	333000014199913002	1999-05-01	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	7814150	<NA>	612-051	부산광역시 해운대구 재송동 1089-14번지	<NA>	<NA>	매일슈퍼	2007-07-07 10:18:30	I	2018-08-31 23:59:59	<NA>	393417.319333	189499.009728	지정	1089-14	<NA>	19990501	관급봉투	<NA>
5146	5147	쓰레기종량제봉투판매업	09_30_13_P	3330000	333000014199913003	1999-05-01	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	7841303	<NA>	612-051	부산광역시 해운대구 재송동 151-11번지	<NA>	<NA>	근대화슈퍼	2007-07-07 10:18:30	I	2018-08-31 23:59:59	<NA>	393764.081471	189430.43849	지정	151-11	<NA>	19990501	관급봉투	<NA>
5147	5148	쓰레기종량제봉투판매업	09_30_13_P	3330000	333000014199913004	1999-05-01	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	7813235	<NA>	612-051	부산광역시 해운대구 재송동 131번지	부산광역시 해운대구 재반로60번길 46-6 (재송동)	<NA>	농심가	2007-07-07 10:18:30	I	2018-08-31 23:59:59	<NA>	393812.295569	189343.258996	지정	131	<NA>	19990501	관급봉투	<NA>
5148	5149	쓰레기종량제봉투판매업	09_30_13_P	3330000	333000014199990002	1999-07-19	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	612-063	부산광역시 해운대구 반여동 1575-10번지	<NA>	<NA>	사랑상회	2007-07-07 10:18:30	I	2018-08-31 23:59:59	<NA>	394356.716367	191343.051442	지정	1575-10	<NA>	19990719	관급봉투	<NA>
5149	5150	쓰레기종량제봉투판매업	09_30_13_P	3330000	333000014200001001	2000-05-01	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	612-081	부산광역시 해운대구 반송동 2501115번지	<NA>	<NA>	부식슈퍼	2007-07-07 10:18:30	I	2018-08-31 23:59:59	<NA>	<NA>	<NA>	지정	250-1115	<NA>	20000501	관급봉투	<NA>
5150	5151	쓰레기종량제봉투판매업	09_30_13_P	3330000	333000014200001002	2000-05-01	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	612-081	부산광역시 해운대구 반송동 250-1091번지	<NA>	<NA>	경산상회	2007-07-07 10:18:30	I	2018-08-31 23:59:59	<NA>	395612.137415	193507.808791	지정	250-1091	<NA>	20000501	관급봉투	<NA>
5151	5152	쓰레기종량제봉투판매업	09_30_13_P	3330000	333000014200001003	2000-05-01	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	612-070	부산광역시 해운대구 석대동 234번지	부산광역시 해운대구 반송로607번길 17 (석대동)	<NA>	석대슈퍼	2007-07-07 10:18:30	I	2018-08-31 23:59:59	<NA>	393822.599194	193336.504032	지정	석대동234	<NA>	20000501	관급봉투	<NA>
5152	5153	쓰레기종량제봉투판매업	09_30_13_P	3330000	333000014200001004	2000-05-01	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	612-070	부산광역시 해운대구 석대동 231-33번지	<NA>	<NA>	석대새마을금고	2007-07-07 10:18:30	I	2018-08-31 23:59:59	<NA>	393798.792591	193251.776875	지정	231-33	<NA>	20000501	관급봉투	<NA>
5153	5154	쓰레기종량제봉투판매업	09_30_13_P	3330000	333000014200010033	2000-08-02	<NA>	1	영업/정상	11	영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	612-063	부산광역시 해운대구 반여동 1582-13번지	<NA>	<NA>	미화당대경슈퍼	2007-07-07 10:18:30	I	2018-08-31 23:59:59	<NA>	394352.510288	191184.822403	<NA>	<NA>	<NA>	<NA>	관급봉투	<NA>

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