gimi9 Pandas Profiling

Dataset statistics

Number of variables	39
Number of observations	1211
Missing cells	11230
Missing cells (%)	23.8%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	396.3 KiB
Average record size in memory	335.1 B

Variable types

Numeric	10
Categorical	11
Text	7
DateTime	4
Unsupported	7

Dataset

Description	2023-05-01
Author	지방행정인허가공개데이터
URL	https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901050101123010

Alerts

`개방서비스명` has constant value ""	Constant
`개방서비스아이디` has constant value ""	Constant
`시력표수` is highly imbalanced (65.2%)	Imbalance
`표본렌즈수` is highly imbalanced (57.7%)	Imbalance
`조제용연마기수` is highly imbalanced (53.8%)	Imbalance
`렌즈절단기수` is highly imbalanced (55.4%)	Imbalance
`인허가취소일자` has 1211 (100.0%) missing values	Missing
`폐업일자` has 779 (64.3%) missing values	Missing
`휴업시작일자` has 1211 (100.0%) missing values	Missing
`휴업종료일자` has 1211 (100.0%) missing values	Missing
`재개업일자` has 1211 (100.0%) missing values	Missing
`소재지전화` has 187 (15.4%) missing values	Missing
`소재지면적` has 1211 (100.0%) missing values	Missing
`소재지우편번호` has 545 (45.0%) missing values	Missing
`소재지전체주소` has 106 (8.8%) missing values	Missing
`도로명전체주소` has 82 (6.8%) missing values	Missing
`도로명우편번호` has 255 (21.1%) missing values	Missing
`업태구분명` has 1211 (100.0%) missing values	Missing
`좌표정보(x)` has 103 (8.5%) missing values	Missing
`좌표정보(y)` has 103 (8.5%) missing values	Missing
`측정의자수` has 38 (3.1%) missing values	Missing
`가열기수` has 39 (3.2%) missing values	Missing
`안경세척기수` has 38 (3.1%) missing values	Missing
`총면적` has 468 (38.6%) missing values	Missing
`Unnamed: 38` has 1211 (100.0%) missing values	Missing
`번호` has unique values	Unique
`관리번호` has unique values	Unique
`인허가취소일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`휴업시작일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`휴업종료일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`재개업일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`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: 38` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`측정의자수` has 238 (19.7%) zeros	Zeros
`동공거리측정기수` has 172 (14.2%) zeros	Zeros
`정점굴절계기수` has 170 (14.0%) zeros	Zeros
`가열기수` has 242 (20.0%) zeros	Zeros
`안경세척기수` has 241 (19.9%) zeros	Zeros
`총면적` has 103 (8.5%) zeros	Zeros

Reproduction

Analysis started	2024-04-21 10:38:33.987257
Analysis finished	2024-04-21 10:38:35.865801
Duration	1.88 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	1211
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	606

Minimum	1
Maximum	1211
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.8 KiB

Quantile statistics

Minimum	1
5-th percentile	61.5
Q1	303.5
median	606
Q3	908.5
95-th percentile	1150.5
Maximum	1211
Range	1210
Interquartile range (IQR)	605

Descriptive statistics

Standard deviation	349.7299
Coefficient of variation (CV)	0.57711204
Kurtosis	-1.2
Mean	606
Median Absolute Deviation (MAD)	303
Skewness	0
Sum	733866
Variance	122311
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	0.1%
815	1	0.1%
813	1	0.1%
812	1	0.1%
811	1	0.1%
810	1	0.1%
809	1	0.1%
808	1	0.1%
807	1	0.1%
806	1	0.1%
Other values (1201)	1201	99.2%

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 (%)
1211	1	0.1%
1210	1	0.1%
1209	1	0.1%
1208	1	0.1%
1207	1	0.1%
1206	1	0.1%
1205	1	0.1%
1204	1	0.1%
1203	1	0.1%
1202	1	0.1%

개방서비스명
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.6 KiB

안경업	1211

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
안경업	1211	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
안경업	1211	100.0%

개방서비스아이디
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.6 KiB

01_02_01_P	1211

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	01_02_01_P
2nd row	01_02_01_P
3rd row	01_02_01_P
4th row	01_02_01_P
5th row	01_02_01_P

Common Values

Value	Count	Frequency (%)
01_02_01_P	1211	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
01_02_01_p	1211	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	16
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3325169.3

Minimum	3250000
Maximum	3400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.8 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	39959.073
Coefficient of variation (CV)	0.012017155
Kurtosis	-0.7375709
Mean	3325169.3
Median Absolute Deviation (MAD)	30000
Skewness	-0.04485314
Sum	4.02678 × 10⁹
Variance	1.5967275 × 10⁹
Monotonicity	Increasing

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3350000	177	14.6%
3290000	149	12.3%
3310000	116	9.6%
3330000	105	8.7%
3340000	94	7.8%
3300000	92	7.6%
3250000	82	6.8%
3320000	70	5.8%
3390000	68	5.6%
3370000	66	5.5%
Other values (6)	192	15.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	82	6.8%
3260000	23	1.9%
3270000	29	2.4%
3280000	28	2.3%
3290000	149	12.3%
3300000	92	7.6%
3310000	116	9.6%
3320000	70	5.8%
3330000	105	8.7%
3340000	94	7.8%

Value	Count	Frequency (%)
3400000	39	3.2%
3390000	68	5.6%
3380000	54	4.5%
3370000	66	5.5%
3360000	19	1.6%
3350000	177	14.6%
3340000	94	7.8%
3330000	105	8.7%
3320000	70	5.8%
3310000	116	9.6%

관리번호
Text

UNIQUE

Distinct	1211
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	9.6 KiB

Length

Max length	25
Median length	25
Mean length	25
Min length	25

Characters and Unicode

Total characters	30275
Distinct characters	14
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

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

Unique

Unique	1211 ?
Unique (%)	100.0%

Sample

1st row	PHMB220233250021082200001
2nd row	PHMB220183250021082200001
3rd row	PHMB220103250021082200001
4th row	PHMB219933250021082200001
5th row	PHMB220103250021082200006

Value	Count	Frequency (%)
phmb220233250021082200001	1	0.1%
phmb219913350024082200005	1	0.1%
phmb219863350024082200004	1	0.1%
phmb219863350024082200003	1	0.1%
phmb219883350024082200002	1	0.1%
phmb219853350024082200002	1	0.1%
phmb220083350024082200001	1	0.1%
phmb220073350024082200002	1	0.1%
phmb220053350024082200006	1	0.1%
phmb220053350024082200005	1	0.1%
Other values (1201)	1201	99.2%

Most occurring characters

Value	Count	Frequency (%)
0	9900	32.7%
2	6552	21.6%
3	2657	8.8%
1	1645	5.4%
8	1548	5.1%
P	1211	4.0%
H	1211	4.0%
M	1211	4.0%
B	1211	4.0%
4	1076	3.6%
Other values (4)	2053	6.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	25431	84.0%
Uppercase Letter	4844	16.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	9900	38.9%
2	6552	25.8%
3	2657	10.4%
1	1645	6.5%
8	1548	6.1%
4	1076	4.2%
9	978	3.8%
5	602	2.4%
7	256	1.0%
6	217	0.9%

Uppercase Letter

Value	Count	Frequency (%)
P	1211	25.0%
H	1211	25.0%
M	1211	25.0%
B	1211	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	25431	84.0%
Latin	4844	16.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	9900	38.9%
2	6552	25.8%
3	2657	10.4%
1	1645	6.5%
8	1548	6.1%
4	1076	4.2%
9	978	3.8%
5	602	2.4%
7	256	1.0%
6	217	0.9%

Latin

Value	Count	Frequency (%)
P	1211	25.0%
H	1211	25.0%
M	1211	25.0%
B	1211	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	30275	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	9900	32.7%
2	6552	21.6%
3	2657	8.8%
1	1645	5.4%
8	1548	5.1%
P	1211	4.0%
H	1211	4.0%
M	1211	4.0%
B	1211	4.0%
4	1076	3.6%
Other values (4)	2053	6.8%

인허가일자
Date

Distinct	1109
Distinct (%)	91.6%
Missing	0
Missing (%)	0.0%
Memory size	9.6 KiB

Minimum	1971-05-18 00:00:00
Maximum	2023-02-20 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1211
Missing (%)	100.0%
Memory size	10.8 KiB

영업상태구분코드
Categorical

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.6 KiB

1	759
3	444
4	8

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	759	62.7%
3	444	36.7%
4	8	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	759	62.7%
3	444	36.7%
4	8	0.7%

영업상태명
Categorical

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.6 KiB

영업/정상	759
폐업	444
취소/말소/만료/정지/중지	8

Length

Max length	14
Median length	5
Mean length	3.9595376
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
영업/정상	759	62.7%
폐업	444	36.7%
취소/말소/만료/정지/중지	8	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업/정상	759	62.7%
폐업	444	36.7%
취소/말소/만료/정지/중지	8	0.7%

상세영업상태코드
Categorical

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.6 KiB

13	759
3	444
24	8

Length

Max length	2
Median length	2
Mean length	1.6333609
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
13	759	62.7%
3	444	36.7%
24	8	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
13	759	62.7%
3	444	36.7%
24	8	0.7%

상세영업상태명
Categorical

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.6 KiB

영업중	759
폐업	444
직권폐업	8

Length

Max length	4
Median length	3
Mean length	2.639967
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
영업중	759	62.7%
폐업	444	36.7%
직권폐업	8	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업중	759	62.7%
폐업	444	36.7%
직권폐업	8	0.7%

폐업일자
Date

MISSING

Distinct	401
Distinct (%)	92.8%
Missing	779
Missing (%)	64.3%
Memory size	9.6 KiB

Minimum	1985-11-28 00:00:00
Maximum	2023-03-28 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1211
Missing (%)	100.0%
Memory size	10.8 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1211
Missing (%)	100.0%
Memory size	10.8 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1211
Missing (%)	100.0%
Memory size	10.8 KiB

소재지전화
Text

MISSING

Distinct	966
Distinct (%)	94.3%
Missing	187
Missing (%)	15.4%
Memory size	9.6 KiB

Length

Max length	14
Median length	12
Mean length	11.308594
Min length	7

Characters and Unicode

Total characters	11580
Distinct characters	14
Distinct categories	5 ?
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	916 ?
Unique (%)	89.5%

Sample

1st row	051-243-3991
2nd row	2531216
3rd row	070-4116-2770
4th row	051-253-1216
5th row	051-246-0006

Value	Count	Frequency (%)
051-808-7088	4	0.4%
051-647-5766	3	0.3%
051-337-7111	3	0.3%
051-816-4500	3	0.3%
051-625-8471	3	0.3%
261-6700	3	0.3%
051-623-7778	3	0.3%
524-4100	2	0.2%
051-625-0330	2	0.2%
051-312-2809	2	0.2%
Other values (956)	996	97.3%

Most occurring characters

Value	Count	Frequency (%)
-	1808	15.6%
0	1756	15.2%
5	1622	14.0%
1	1606	13.9%
2	874	7.5%
7	712	6.1%
8	710	6.1%
3	704	6.1%
6	699	6.0%
4	642	5.5%
Other values (4)	447	3.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	9729	84.0%
Dash Punctuation	1808	15.6%
Close Punctuation	39	0.3%
Math Symbol	3	< 0.1%
Other Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1756	18.0%
5	1622	16.7%
1	1606	16.5%
2	874	9.0%
7	712	7.3%
8	710	7.3%
3	704	7.2%
6	699	7.2%
4	642	6.6%
9	404	4.2%

Dash Punctuation

Value	Count	Frequency (%)
-	1808	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	39	100.0%

Math Symbol

Value	Count	Frequency (%)
~	3	100.0%

Other Punctuation

Value	Count	Frequency (%)
*	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	11580	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
-	1808	15.6%
0	1756	15.2%
5	1622	14.0%
1	1606	13.9%
2	874	7.5%
7	712	6.1%
8	710	6.1%
3	704	6.1%
6	699	6.0%
4	642	5.5%
Other values (4)	447	3.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	11580	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
-	1808	15.6%
0	1756	15.2%
5	1622	14.0%
1	1606	13.9%
2	874	7.5%
7	712	6.1%
8	710	6.1%
3	704	6.1%
6	699	6.0%
4	642	5.5%
Other values (4)	447	3.9%

소재지면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1211
Missing (%)	100.0%
Memory size	10.8 KiB

소재지우편번호
Text

MISSING

Distinct	339
Distinct (%)	50.9%
Missing	545
Missing (%)	45.0%
Memory size	9.6 KiB

Length

Max length	7
Median length	7
Mean length	6.990991
Min length	5

Characters and Unicode

Total characters	4656
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	190 ?
Unique (%)	28.5%

Sample

1st row	600-042
2nd row	600-819
3rd row	600-063
4th row	600-063
5th row	600-031

Value	Count	Frequency (%)
609-839	33	5.0%
609-834	8	1.2%
609-822	7	1.1%
614-030	7	1.1%
609-800	7	1.1%
608-805	7	1.1%
616-852	7	1.1%
614-845	7	1.1%
604-851	6	0.9%
612-022	6	0.9%
Other values (329)	571	85.7%

Most occurring characters

Value	Count	Frequency (%)
6	775	16.6%
0	725	15.6%
-	663	14.2%
1	611	13.1%
8	519	11.1%
4	290	6.2%
2	280	6.0%
9	276	5.9%
3	257	5.5%
7	164	3.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3993	85.8%
Dash Punctuation	663	14.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
6	775	19.4%
0	725	18.2%
1	611	15.3%
8	519	13.0%
4	290	7.3%
2	280	7.0%
9	276	6.9%
3	257	6.4%
7	164	4.1%
5	96	2.4%

Dash Punctuation

Value	Count	Frequency (%)
-	663	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4656	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
6	775	16.6%
0	725	15.6%
-	663	14.2%
1	611	13.1%
8	519	11.1%
4	290	6.2%
2	280	6.0%
9	276	5.9%
3	257	5.5%
7	164	3.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4656	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
6	775	16.6%
0	725	15.6%
-	663	14.2%
1	611	13.1%
8	519	11.1%
4	290	6.2%
2	280	6.0%
9	276	5.9%
3	257	5.5%
7	164	3.5%

소재지전체주소
Text

MISSING

Distinct	1049
Distinct (%)	94.9%
Missing	106
Missing (%)	8.8%
Memory size	9.6 KiB

Length

Max length	48
Median length	41
Mean length	24.081448
Min length	3

Characters and Unicode

Total characters	26610
Distinct characters	322
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	998 ?
Unique (%)	90.3%

Sample

1st row	부산광역시 중구 부평동1가 35-20
2nd row	부산광역시 중구 창선동2가 24번지 4호
3rd row	부산광역시 중구 남포동2가 24번지 8호
4th row	부산광역시 중구 창선동2가 24번지 4호
5th row	부산광역시 중구 남포동4가 2번지 5호

Value	Count	Frequency (%)
부산광역시	1076	19.3%
금정구	171	3.1%
부산진구	144	2.6%
1호	118	2.1%
남구	105	1.9%
사하구	87	1.6%
동래구	83	1.5%
중구	78	1.4%
해운대구	75	1.3%
1층	68	1.2%
Other values (1443)	3559	64.0%

Most occurring characters

Value	Count	Frequency (%)
	4474	16.8%
1	1406	5.3%
부	1388	5.2%
산	1325	5.0%
동	1226	4.6%
시	1123	4.2%
광	1112	4.2%
구	1104	4.1%
역	1081	4.1%
2	931	3.5%
Other values (312)	11440	43.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	15851	59.6%
Decimal Number	5793	21.8%
Space Separator	4474	16.8%
Dash Punctuation	323	1.2%
Uppercase Letter	64	0.2%
Other Punctuation	41	0.2%
Close Punctuation	30	0.1%
Open Punctuation	30	0.1%
Math Symbol	2	< 0.1%
Lowercase Letter	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
부	1388	8.8%
산	1325	8.4%
동	1226	7.7%
시	1123	7.1%
광	1112	7.0%
구	1104	7.0%
역	1081	6.8%
지	814	5.1%
호	773	4.9%
번	758	4.8%
Other values (278)	5147	32.5%

Uppercase Letter

Value	Count	Frequency (%)
S	11	17.2%
K	10	15.6%
B	7	10.9%
A	6	9.4%
E	6	9.4%
C	5	7.8%
H	5	7.8%
Y	4	6.2%
U	4	6.2%
L	2	3.1%
Other values (3)	4	6.2%

Decimal Number

Value	Count	Frequency (%)
1	1406	24.3%
2	931	16.1%
3	642	11.1%
4	554	9.6%
5	485	8.4%
0	404	7.0%
6	374	6.5%
7	355	6.1%
8	327	5.6%
9	315	5.4%

Other Punctuation

Value	Count	Frequency (%)
,	33	80.5%
.	5	12.2%
@	2	4.9%
/	1	2.4%

Lowercase Letter

Value	Count	Frequency (%)
o	1	50.0%
t	1	50.0%

Space Separator

Value	Count	Frequency (%)
	4474	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	323	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	30	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	30	100.0%

Math Symbol

Value	Count	Frequency (%)
~	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	15851	59.6%
Common	10693	40.2%
Latin	66	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	1388	8.8%
산	1325	8.4%
동	1226	7.7%
시	1123	7.1%
광	1112	7.0%
구	1104	7.0%
역	1081	6.8%
지	814	5.1%
호	773	4.9%
번	758	4.8%
Other values (278)	5147	32.5%

Common

Value	Count	Frequency (%)
	4474	41.8%
1	1406	13.1%
2	931	8.7%
3	642	6.0%
4	554	5.2%
5	485	4.5%
0	404	3.8%
6	374	3.5%
7	355	3.3%
8	327	3.1%
Other values (9)	741	6.9%

Latin

Value	Count	Frequency (%)
S	11	16.7%
K	10	15.2%
B	7	10.6%
A	6	9.1%
E	6	9.1%
C	5	7.6%
H	5	7.6%
Y	4	6.1%
U	4	6.1%
L	2	3.0%
Other values (5)	6	9.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	15851	59.6%
ASCII	10759	40.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	4474	41.6%
1	1406	13.1%
2	931	8.7%
3	642	6.0%
4	554	5.1%
5	485	4.5%
0	404	3.8%
6	374	3.5%
7	355	3.3%
8	327	3.0%
Other values (24)	807	7.5%

Hangul

Value	Count	Frequency (%)
부	1388	8.8%
산	1325	8.4%
동	1226	7.7%
시	1123	7.1%
광	1112	7.0%
구	1104	7.0%
역	1081	6.8%
지	814	5.1%
호	773	4.9%
번	758	4.8%
Other values (278)	5147	32.5%

도로명전체주소
Text

MISSING

Distinct	1055
Distinct (%)	93.4%
Missing	82
Missing (%)	6.8%
Memory size	9.6 KiB

Length

Max length	64
Median length	50
Mean length	28.258636
Min length	20

Characters and Unicode

Total characters	31904
Distinct characters	361
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	994 ?
Unique (%)	88.0%

Sample

1st row	부산광역시 중구 광복로 19-1(부평동1가)
2nd row	부산광역시 중구 국제시장2길 6-1 (창선동2가)
3rd row	부산광역시 중구 구덕로34번길 3-1 (남포동2가)
4th row	부산광역시 중구 국제시장2길 6-1 (창선동2가)
5th row	부산광역시 중구 구덕로 38-1, 1,2층 (남포동4가)

Value	Count	Frequency (%)
부산광역시	1130	17.6%
1층	196	3.1%
금정구	155	2.4%
부산진구	143	2.2%
해운대구	104	1.6%
남구	93	1.5%
동래구	91	1.4%
사하구	90	1.4%
중구	78	1.2%
부전동	71	1.1%
Other values (1390)	4257	66.4%

Most occurring characters

Value	Count	Frequency (%)
	5283	16.6%
부	1442	4.5%
동	1426	4.5%
산	1379	4.3%
광	1218	3.8%
시	1218	3.8%
구	1163	3.6%
1	1136	3.6%
역	1134	3.6%
로	1113	3.5%
Other values (351)	15392	48.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	19073	59.8%
Space Separator	5283	16.6%
Decimal Number	4493	14.1%
Open Punctuation	1110	3.5%
Close Punctuation	1110	3.5%
Other Punctuation	580	1.8%
Dash Punctuation	169	0.5%
Uppercase Letter	73	0.2%
Math Symbol	8	< 0.1%
Lowercase Letter	5	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
부	1442	7.6%
동	1426	7.5%
산	1379	7.2%
광	1218	6.4%
시	1218	6.4%
구	1163	6.1%
역	1134	5.9%
로	1113	5.8%
대	596	3.1%
층	302	1.6%
Other values (316)	8082	42.4%

Uppercase Letter

Value	Count	Frequency (%)
S	14	19.2%
K	12	16.4%
B	11	15.1%
A	6	8.2%
C	5	6.8%
H	5	6.8%
E	4	5.5%
Y	4	5.5%
U	4	5.5%
G	4	5.5%
Other values (4)	4	5.5%

Decimal Number

Value	Count	Frequency (%)
1	1136	25.3%
2	688	15.3%
3	419	9.3%
0	400	8.9%
4	388	8.6%
5	333	7.4%
7	325	7.2%
6	304	6.8%
9	260	5.8%
8	240	5.3%

Lowercase Letter

Value	Count	Frequency (%)
e	2	40.0%
h	1	20.0%
k	1	20.0%
b	1	20.0%

Other Punctuation

Value	Count	Frequency (%)
,	576	99.3%
.	4	0.7%

Space Separator

Value	Count	Frequency (%)
	5283	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1110	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1110	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	169	100.0%

Math Symbol

Value	Count	Frequency (%)
~	8	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	19073	59.8%
Common	12753	40.0%
Latin	78	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	1442	7.6%
동	1426	7.5%
산	1379	7.2%
광	1218	6.4%
시	1218	6.4%
구	1163	6.1%
역	1134	5.9%
로	1113	5.8%
대	596	3.1%
층	302	1.6%
Other values (316)	8082	42.4%

Latin

Value	Count	Frequency (%)
S	14	17.9%
K	12	15.4%
B	11	14.1%
A	6	7.7%
C	5	6.4%
H	5	6.4%
E	4	5.1%
Y	4	5.1%
U	4	5.1%
G	4	5.1%
Other values (8)	9	11.5%

Common

Value	Count	Frequency (%)
	5283	41.4%
1	1136	8.9%
(	1110	8.7%
)	1110	8.7%
2	688	5.4%
,	576	4.5%
3	419	3.3%
0	400	3.1%
4	388	3.0%
5	333	2.6%
Other values (7)	1310	10.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	19073	59.8%
ASCII	12831	40.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	5283	41.2%
1	1136	8.9%
(	1110	8.7%
)	1110	8.7%
2	688	5.4%
,	576	4.5%
3	419	3.3%
0	400	3.1%
4	388	3.0%
5	333	2.6%
Other values (25)	1388	10.8%

Hangul

Value	Count	Frequency (%)
부	1442	7.6%
동	1426	7.5%
산	1379	7.2%
광	1218	6.4%
시	1218	6.4%
구	1163	6.1%
역	1134	5.9%
로	1113	5.8%
대	596	3.1%
층	302	1.6%
Other values (316)	8082	42.4%

도로명우편번호
Text

MISSING

Distinct	549
Distinct (%)	57.4%
Missing	255
Missing (%)	21.1%
Memory size	9.6 KiB

Length

Max length	7
Median length	5
Mean length	5.1213389
Min length	5

Characters and Unicode

Total characters	4896
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	351 ?
Unique (%)	36.7%

Sample

1st row	48979
2nd row	48946
3rd row	48946
4th row	48953
5th row	48947

Value	Count	Frequency (%)
48946	21	2.2%
48953	13	1.4%
46291	11	1.2%
48945	10	1.0%
46576	8	0.8%
47254	8	0.8%
47295	8	0.8%
47296	7	0.7%
47289	7	0.7%
47286	7	0.7%
Other values (539)	856	89.5%

Most occurring characters

Value	Count	Frequency (%)
4	1205	24.6%
8	546	11.2%
7	517	10.6%
6	489	10.0%
9	434	8.9%
2	378	7.7%
5	368	7.5%
0	330	6.7%
1	309	6.3%
3	262	5.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4838	98.8%
Dash Punctuation	58	1.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	1205	24.9%
8	546	11.3%
7	517	10.7%
6	489	10.1%
9	434	9.0%
2	378	7.8%
5	368	7.6%
0	330	6.8%
1	309	6.4%
3	262	5.4%

Dash Punctuation

Value	Count	Frequency (%)
-	58	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4896	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	1205	24.6%
8	546	11.2%
7	517	10.6%
6	489	10.0%
9	434	8.9%
2	378	7.7%
5	368	7.5%
0	330	6.7%
1	309	6.3%
3	262	5.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4896	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	1205	24.6%
8	546	11.2%
7	517	10.6%
6	489	10.0%
9	434	8.9%
2	378	7.7%
5	368	7.5%
0	330	6.7%
1	309	6.3%
3	262	5.4%

사업장명
Text

Distinct	967
Distinct (%)	79.9%
Missing	0
Missing (%)	0.0%
Memory size	9.6 KiB

Length

Max length	19
Median length	17
Mean length	6.9298101
Min length	2

Characters and Unicode

Total characters	8392
Distinct characters	415
Distinct categories	11 ?
Distinct scripts	4 ?
Distinct blocks	5 ?

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

Unique

Unique	851 ?
Unique (%)	70.3%

Sample

1st row	서울광학
2nd row	국전안경
3rd row	아이샵(eye#)안경
4th row	국전안경
5th row	눈사랑안경남포

Value	Count	Frequency (%)
안경원	69	4.5%
안경	44	2.8%
갤러리안경	30	1.9%
눈사랑안경	22	1.4%
안경나라	22	1.4%
갤러리안경원	13	0.8%
초이스안경	12	0.8%
오렌즈	12	0.8%
으뜸플러스안경	12	0.8%
으뜸50안경	11	0.7%
Other values (967)	1300	84.0%

Most occurring characters

Value	Count	Frequency (%)
안	1095	13.0%
경	1093	13.0%
원	406	4.8%
	336	4.0%
점	293	3.5%
이	276	3.3%
아	221	2.6%
스	198	2.4%
리	130	1.5%
0	93	1.1%
Other values (405)	4251	50.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	7539	89.8%
Space Separator	336	4.0%
Decimal Number	188	2.2%
Lowercase Letter	90	1.1%
Uppercase Letter	90	1.1%
Close Punctuation	60	0.7%
Open Punctuation	60	0.7%
Other Punctuation	23	0.3%
Dash Punctuation	3	< 0.1%
Other Symbol	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
안	1095	14.5%
경	1093	14.5%
원	406	5.4%
점	293	3.9%
이	276	3.7%
아	221	2.9%
스	198	2.6%
리	130	1.7%
트	88	1.2%
러	84	1.1%
Other values (347)	3655	48.5%

Uppercase Letter

Value	Count	Frequency (%)
O	14	15.6%
E	9	10.0%
S	8	8.9%
L	6	6.7%
G	5	5.6%
N	5	5.6%
K	5	5.6%
I	4	4.4%
M	4	4.4%
C	4	4.4%
Other values (12)	26	28.9%

Lowercase Letter

Value	Count	Frequency (%)
e	16	17.8%
n	11	12.2%
a	9	10.0%
c	9	10.0%
l	7	7.8%
i	6	6.7%
o	6	6.7%
h	5	5.6%
s	5	5.6%
t	5	5.6%
Other values (8)	11	12.2%

Decimal Number

Value	Count	Frequency (%)
0	93	49.5%
1	42	22.3%
5	23	12.2%
8	21	11.2%
2	5	2.7%
3	3	1.6%
6	1	0.5%

Other Punctuation

Value	Count	Frequency (%)
.	14	60.9%
·	4	17.4%
&	3	13.0%
#	2	8.7%

Other Symbol

Value	Count	Frequency (%)
ⓝ	1	50.0%
㈜	1	50.0%

Space Separator

Value	Count	Frequency (%)
	336	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	60	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	60	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3	100.0%

Math Symbol

Value	Count	Frequency (%)
+	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	7539	89.8%
Common	672	8.0%
Latin	180	2.1%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
안	1095	14.5%
경	1093	14.5%
원	406	5.4%
점	293	3.9%
이	276	3.7%
아	221	2.9%
스	198	2.6%
리	130	1.7%
트	88	1.2%
러	84	1.1%
Other values (347)	3655	48.5%

Latin

Value	Count	Frequency (%)
e	16	8.9%
O	14	7.8%
n	11	6.1%
a	9	5.0%
c	9	5.0%
E	9	5.0%
S	8	4.4%
l	7	3.9%
i	6	3.3%
L	6	3.3%
Other values (30)	85	47.2%

Common

Value	Count	Frequency (%)
	336	50.0%
0	93	13.8%
)	60	8.9%
(	60	8.9%
1	42	6.2%
5	23	3.4%
8	21	3.1%
.	14	2.1%
2	5	0.7%
·	4	0.6%
Other values (7)	14	2.1%

Han

Value	Count	Frequency (%)
愛	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	7538	89.8%
ASCII	847	10.1%
None	5	0.1%
Enclosed Alphanum	1	< 0.1%
CJK	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
안	1095	14.5%
경	1093	14.5%
원	406	5.4%
점	293	3.9%
이	276	3.7%
아	221	2.9%
스	198	2.6%
리	130	1.7%
트	88	1.2%
러	84	1.1%
Other values (346)	3654	48.5%

ASCII

Value	Count	Frequency (%)
	336	39.7%
0	93	11.0%
)	60	7.1%
(	60	7.1%
1	42	5.0%
5	23	2.7%
8	21	2.5%
e	16	1.9%
O	14	1.7%
.	14	1.7%
Other values (45)	168	19.8%

None

Value	Count	Frequency (%)
·	4	80.0%
㈜	1	20.0%

Enclosed Alphanum

Value	Count	Frequency (%)
ⓝ	1	100.0%

CJK

Value	Count	Frequency (%)
愛	1	100.0%

최종수정시점
Date

Distinct	1185
Distinct (%)	97.9%
Missing	0
Missing (%)	0.0%
Memory size	9.6 KiB

Minimum	2008-11-20 14:16:39
Maximum	2023-03-30 16:58:50

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.6 KiB

I	898
U	313

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
I	898	74.2%
U	313	25.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	898	74.2%
u	313	25.8%

데이터갱신일자
Date

Distinct	347
Distinct (%)	28.7%
Missing	0
Missing (%)	0.0%
Memory size	9.6 KiB

Minimum	2018-08-31 23:59:59
Maximum	2023-04-01 02:40:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1211
Missing (%)	100.0%
Memory size	10.8 KiB

좌표정보(x)
Real number (ℝ)

MISSING

Distinct	940
Distinct (%)	84.8%
Missing	103
Missing (%)	8.5%
Infinite	0
Infinite (%)	0.0%
Mean	388106.87

Minimum	367108.19
Maximum	407446.39
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.8 KiB

Quantile statistics

Minimum	367108.19
5-th percentile	379703.24
Q1	384873.55
median	388483.77
Q3	391305.82
95-th percentile	397554.77
Maximum	407446.39
Range	40338.198
Interquartile range (IQR)	6432.2674

Descriptive statistics

Standard deviation	5338.1497
Coefficient of variation (CV)	0.013754329
Kurtosis	0.51487878
Mean	388106.87
Median Absolute Deviation (MAD)	3249.7225
Skewness	0.040357526
Sum	4.3002241 × 10⁸
Variance	28495843
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
387271.299492377	7	0.6%
387618.822819678	7	0.6%
398237.363461482	5	0.4%
389314.662086382	5	0.4%
387920.292113406	5	0.4%
389816.233000769	5	0.4%
393952.264486105	5	0.4%
385590.814676765	4	0.3%
389097.800933845	4	0.3%
384874.515689472	4	0.3%
Other values (930)	1057	87.3%
(Missing)	103	8.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
367108.187127244	1	0.1%
371179.513984489	1	0.1%
371180.376049706	1	0.1%
373495.794543247	1	0.1%
373508.720158694	1	0.1%
373510.894533028	1	0.1%
373567.668846554	1	0.1%
373576.028819345	1	0.1%
373735.179019114	1	0.1%
374819.186712212	1	0.1%

Value	Count	Frequency (%)
407446.385190035	1	0.1%
403214.458027912	1	0.1%
402521.177512697	2	0.2%
402510.10889131	1	0.1%
402168.69425719	3	0.2%
401739.341804489	1	0.1%
401727.549646357	1	0.1%
401723.705430156	1	0.1%
401721.440535713	1	0.1%
401709.204864151	1	0.1%

좌표정보(y)
Real number (ℝ)

MISSING

Distinct	940
Distinct (%)	84.8%
Missing	103
Missing (%)	8.5%
Infinite	0
Infinite (%)	0.0%
Mean	187380.87

Minimum	174016.55
Maximum	206209.45
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.8 KiB

Quantile statistics

Minimum	174016.55
5-th percentile	178645.72
Q1	183542.35
median	187201.68
Q3	191884
95-th percentile	196337.12
Maximum	206209.45
Range	32192.899
Interquartile range (IQR)	8341.6462

Descriptive statistics

Standard deviation	5877.7329
Coefficient of variation (CV)	0.031367838
Kurtosis	-0.18058373
Mean	187380.87
Median Absolute Deviation (MAD)	4346.4305
Skewness	0.17384566
Sum	2.0761801 × 10⁸
Variance	34547744
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
186099.137533193	7	0.6%
186273.478853335	7	0.6%
187720.511056894	5	0.4%
194669.898821674	5	0.4%
186157.316240541	5	0.4%
193329.605871168	5	0.4%
187602.933160728	5	0.4%
179553.867031936	4	0.3%
192260.811648263	4	0.3%
179978.235223733	4	0.3%
Other values (930)	1057	87.3%
(Missing)	103	8.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
174016.551235181	1	0.1%
174289.976688419	2	0.2%
174820.944129501	1	0.1%
174883.742734168	2	0.2%
174910.857552639	1	0.1%
174915.765704636	1	0.1%
174922.72397246	1	0.1%
175057.154813015	1	0.1%
175314.286676535	1	0.1%
175382.738615908	3	0.2%

Value	Count	Frequency (%)
206209.450536273	1	0.1%
206070.223360046	1	0.1%
205750.743932475	1	0.1%
205529.184735321	1	0.1%
205422.192069209	1	0.1%
205159.486624298	1	0.1%
205068.689054296	1	0.1%
204878.049675429	1	0.1%
204747.503833689	1	0.1%
204727.131165848	1	0.1%

시력표수
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	9.6 KiB

1	1002
0	170
2	33
<NA>	4
3	2

Length

Max length	4
Median length	1
Mean length	1.0099092
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	1002	82.7%
0	170	14.0%
2	33	2.7%
<NA>	4	0.3%
3	2	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	1002	82.7%
0	170	14.0%
2	33	2.7%
na	4	0.3%
3	2	0.2%

표본렌즈수
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	9.6 KiB

1	904
0	238
2	33
<NA>	29
3	6

Length

Max length	4
Median length	1
Mean length	1.073493
Min length	1

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
1	904	74.6%
0	238	19.7%
2	33	2.7%
<NA>	29	2.4%
3	6	0.5%
266	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	904	74.6%
0	238	19.7%
2	33	2.7%
na	29	2.4%
3	6	0.5%
266	1	0.1%

측정의자수
Real number (ℝ)

MISSING ZEROS

Distinct	7
Distinct (%)	0.6%
Missing	38
Missing (%)	3.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.86018755

Minimum	0
Maximum	11
Zeros	238
Zeros (%)	19.7%
Negative	0
Negative (%)	0.0%
Memory size	10.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	11
Range	11
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.59654205
Coefficient of variation (CV)	0.69350231
Kurtosis	74.489902
Mean	0.86018755
Median Absolute Deviation (MAD)	0
Skewness	4.6709049
Sum	1009
Variance	0.35586242
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
1	883	72.9%
0	238	19.7%
2	43	3.6%
3	4	0.3%
4	3	0.2%
5	1	0.1%
11	1	0.1%
(Missing)	38	3.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	238	19.7%
1	883	72.9%
2	43	3.6%
3	4	0.3%
4	3	0.2%
5	1	0.1%
11	1	0.1%

Value	Count	Frequency (%)
11	1	0.1%
5	1	0.1%
4	3	0.2%
3	4	0.3%
2	43	3.6%
1	883	72.9%
0	238	19.7%

동공거리측정기수
Real number (ℝ)

ZEROS

Distinct	7
Distinct (%)	0.6%
Missing	4
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.93040597

Minimum	0
Maximum	10
Zeros	172
Zeros (%)	14.2%
Negative	0
Negative (%)	0.0%
Memory size	10.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	10
Range	10
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.59164589
Coefficient of variation (CV)	0.63590079
Kurtosis	56.432249
Mean	0.93040597
Median Absolute Deviation (MAD)	0
Skewness	4.6141424
Sum	1123
Variance	0.35004486
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
1	985	81.3%
0	172	14.2%
2	32	2.6%
3	9	0.7%
5	5	0.4%
4	3	0.2%
10	1	0.1%
(Missing)	4	0.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	172	14.2%
1	985	81.3%
2	32	2.6%
3	9	0.7%
4	3	0.2%
5	5	0.4%
10	1	0.1%

Value	Count	Frequency (%)
10	1	0.1%
5	5	0.4%
4	3	0.2%
3	9	0.7%
2	32	2.6%
1	985	81.3%
0	172	14.2%

정점굴절계기수
Real number (ℝ)

ZEROS

Distinct	6
Distinct (%)	0.5%
Missing	6
Missing (%)	0.5%
Infinite	0
Infinite (%)	0.0%
Mean	1.0190871

Minimum	0
Maximum	5
Zeros	170
Zeros (%)	14.0%
Negative	0
Negative (%)	0.0%
Memory size	10.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	1
95-th percentile	2
Maximum	5
Range	5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.62516509
Coefficient of variation (CV)	0.61345597
Kurtosis	5.0416311
Mean	1.0190871
Median Absolute Deviation (MAD)	0
Skewness	1.2940399
Sum	1228
Variance	0.39083139
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1	887	73.2%
0	170	14.0%
2	111	9.2%
3	30	2.5%
4	6	0.5%
5	1	0.1%
(Missing)	6	0.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	170	14.0%
1	887	73.2%
2	111	9.2%
3	30	2.5%
4	6	0.5%
5	1	0.1%

Value	Count	Frequency (%)
5	1	0.1%
4	6	0.5%
3	30	2.5%
2	111	9.2%
1	887	73.2%
0	170	14.0%

조제용연마기수
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	9.6 KiB

1	901
0	243
<NA>	39
2	27
3	1

Length

Max length	4
Median length	1
Mean length	1.0966144
Min length	1

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
1	901	74.4%
0	243	20.1%
<NA>	39	3.2%
2	27	2.2%
3	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	901	74.4%
0	243	20.1%
na	39	3.2%
2	27	2.2%
3	1	0.1%

렌즈절단기수
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	9.6 KiB

1	910
0	242
<NA>	39
2	19
3	1

Length

Max length	4
Median length	1
Mean length	1.0966144
Min length	1

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
1	910	75.1%
0	242	20.0%
<NA>	39	3.2%
2	19	1.6%
3	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	910	75.1%
0	242	20.0%
na	39	3.2%
2	19	1.6%
3	1	0.1%

가열기수
Real number (ℝ)

MISSING ZEROS

Distinct	6
Distinct (%)	0.5%
Missing	39
Missing (%)	3.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.90443686

Minimum	0
Maximum	5
Zeros	242
Zeros (%)	20.0%
Negative	0
Negative (%)	0.0%
Memory size	10.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	1
95-th percentile	2
Maximum	5
Range	5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.59120867
Coefficient of variation (CV)	0.653676
Kurtosis	4.9709272
Mean	0.90443686
Median Absolute Deviation (MAD)	0
Skewness	0.84599284
Sum	1060
Variance	0.34952769
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1	817	67.5%
0	242	20.0%
2	101	8.3%
3	9	0.7%
5	2	0.2%
4	1	0.1%
(Missing)	39	3.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	242	20.0%
1	817	67.5%
2	101	8.3%
3	9	0.7%
4	1	0.1%
5	2	0.2%

Value	Count	Frequency (%)
5	2	0.2%
4	1	0.1%
3	9	0.7%
2	101	8.3%
1	817	67.5%
0	242	20.0%

안경세척기수
Real number (ℝ)

MISSING ZEROS

Distinct	6
Distinct (%)	0.5%
Missing	38
Missing (%)	3.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.9369139

Minimum	0
Maximum	5
Zeros	241
Zeros (%)	19.9%
Negative	0
Negative (%)	0.0%
Memory size	10.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	1
95-th percentile	2
Maximum	5
Range	5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.63011161
Coefficient of variation (CV)	0.67253951
Kurtosis	3.1426852
Mean	0.9369139
Median Absolute Deviation (MAD)	0
Skewness	0.80749424
Sum	1099
Variance	0.39704064
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1	791	65.3%
0	241	19.9%
2	119	9.8%
3	19	1.6%
4	2	0.2%
5	1	0.1%
(Missing)	38	3.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	241	19.9%
1	791	65.3%
2	119	9.8%
3	19	1.6%
4	2	0.2%
5	1	0.1%

Value	Count	Frequency (%)
5	1	0.1%
4	2	0.2%
3	19	1.6%
2	119	9.8%
1	791	65.3%
0	241	19.9%

총면적
Real number (ℝ)

MISSING ZEROS

Distinct	530
Distinct (%)	71.3%
Missing	468
Missing (%)	38.6%
Infinite	0
Infinite (%)	0.0%
Mean	73.800713

Minimum	0
Maximum	723.02
Zeros	103
Zeros (%)	8.5%
Negative	0
Negative (%)	0.0%
Memory size	10.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	30
median	57.67
Q3	97.375
95-th percentile	209.392
Maximum	723.02
Range	723.02
Interquartile range (IQR)	67.375

Descriptive statistics

Standard deviation	71.784609
Coefficient of variation (CV)	0.97268178
Kurtosis	17.635223
Mean	73.800713
Median Absolute Deviation (MAD)	31.93
Skewness	2.9316236
Sum	54833.93
Variance	5153.0301
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	103	8.5%
33.0	10	0.8%
66.0	6	0.5%
49.5	5	0.4%
60.0	5	0.4%
56.0	4	0.3%
105.0	4	0.3%
57.6	4	0.3%
99.0	4	0.3%
46.2	4	0.3%
Other values (520)	594	49.1%
(Missing)	468	38.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	103	8.5%
1.0	1	0.1%
2.0	1	0.1%
5.56	1	0.1%
5.6	1	0.1%
7.5	1	0.1%
8.5	1	0.1%
9.7	1	0.1%
10.23	1	0.1%
11.22	1	0.1%

Value	Count	Frequency (%)
723.02	1	0.1%
700.0	1	0.1%
361.38	1	0.1%
336.9	1	0.1%
334.0	1	0.1%
329.12	1	0.1%
320.0	1	0.1%
310.68	1	0.1%
304.5	1	0.1%
304.12	1	0.1%

Unnamed: 38
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1211
Missing (%)	100.0%
Memory size	10.8 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)	시력표수	표본렌즈수	측정의자수	동공거리측정기수	정점굴절계기수	조제용연마기수	렌즈절단기수	가열기수	안경세척기수	총면적	Unnamed: 38
0	1	안경업	01_02_01_P	3250000	PHMB220233250021082200001	2023-01-31	<NA>	3	폐업	3	폐업	2023-01-31	<NA>	<NA>	<NA>	051-243-3991	<NA>	<NA>	부산광역시 중구 부평동1가 35-20	부산광역시 중구 광복로 19-1(부평동1가)	48979	서울광학	2023-01-31 16:22:29	I	2023-02-02 00:40:52	<NA>	384781.953731	179720.118323	0	0	0	0	0	0	0	0	0	0.0	<NA>
1	2	안경업	01_02_01_P	3250000	PHMB220183250021082200001	2018-08-14	<NA>	3	폐업	3	폐업	2021-07-26	<NA>	<NA>	<NA>	2531216	<NA>	<NA>	부산광역시 중구 창선동2가 24번지 4호	부산광역시 중구 국제시장2길 6-1 (창선동2가)	48946	국전안경	2021-07-26 15:27:58	U	2021-07-28 02:40:00	<NA>	384903.524108	179742.031633	1	1	1	1	1	1	1	1	1	93.22	<NA>
2	3	안경업	01_02_01_P	3250000	PHMB220103250021082200001	2010-03-12	<NA>	3	폐업	3	폐업	2012-04-06	<NA>	<NA>	<NA>	070-4116-2770	<NA>	600-042	부산광역시 중구 남포동2가 24번지 8호	부산광역시 중구 구덕로34번길 3-1 (남포동2가)	<NA>	아이샵(eye#)안경	2012-10-26 09:20:51	I	2018-08-31 23:59:59	<NA>	385208.616221	179585.320651	1	1	1	1	1	1	1	1	1	134.98	<NA>
3	4	안경업	01_02_01_P	3250000	PHMB219933250021082200001	1993-03-27	<NA>	3	폐업	3	폐업	2018-08-14	<NA>	<NA>	<NA>	051-253-1216	<NA>	600-819	부산광역시 중구 창선동2가 24번지 4호	부산광역시 중구 국제시장2길 6-1 (창선동2가)	48946	국전안경	2018-08-14 10:27:02	I	2018-08-31 23:59:59	<NA>	384903.524108	179742.031633	1	1	1	1	1	1	1	1	1	<NA>	<NA>
4	5	안경업	01_02_01_P	3250000	PHMB220103250021082200006	2010-12-27	<NA>	3	폐업	3	폐업	2019-04-16	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	부산광역시 중구 남포동4가 2번지 5호	부산광역시 중구 구덕로 38-1, 1,2층 (남포동4가)	48953	눈사랑안경남포	2019-04-16 15:19:24	U	2019-04-18 02:40:00	<NA>	385186.028117	179577.535415	1	1	1	1	4	1	1	4	4	188.2	<NA>
5	6	안경업	01_02_01_P	3250000	PHMB220143250021082200001	2014-01-02	<NA>	3	폐업	3	폐업	2016-10-12	<NA>	<NA>	<NA>	051-246-0006	<NA>	<NA>	<NA>	부산광역시 중구 광복로 43 (창선동1가)	48947	갤러리안경원	2016-10-12 16:25:24	I	2018-08-31 23:59:59	<NA>	385016.604749	179699.072538	1	1	1	1	1	1	1	1	1	197.49	<NA>
6	7	안경업	01_02_01_P	3250000	PHMB220043250021082200001	2004-03-12	<NA>	3	폐업	3	폐업	2009-03-20	<NA>	<NA>	<NA>	051-245-1999	<NA>	<NA>	부산광역시 중구 남포동6가 85	<NA>	<NA>	남포프라자안경	2012-03-20 13:58:00	I	2018-08-31 23:59:59	<NA>	<NA>	<NA>	1	1	1	1	1	1	1	1	1	<NA>	<NA>
7	8	안경업	01_02_01_P	3250000	PHMB220053250021082200001	2005-11-22	<NA>	3	폐업	3	폐업	2018-04-16	<NA>	<NA>	<NA>	051-245-7344	<NA>	<NA>	부산광역시 중구 부평동1가 23-27	부산광역시 중구 중구로33번길 12 (부평동1가)	48978	마루안경	2018-04-24 15:35:21	I	2018-08-31 23:59:59	<NA>	384779.424584	179871.25352	1	1	1	1	1	1	1	1	1	<NA>	<NA>
8	9	안경업	01_02_01_P	3250000	PHMB220063250021082200001	2006-12-28	<NA>	3	폐업	3	폐업	2021-06-23	<NA>	<NA>	<NA>	051-246-1341	<NA>	<NA>	부산광역시 중구 창선동2가 45-17	부산광역시 중구 중구로 14 (창선동2가)	48953	080안경	2021-06-23 11:40:02	U	2021-06-25 02:40:00	<NA>	384843.682071	179657.801434	1	1	1	1	1	1	1	1	1	<NA>	<NA>
9	10	안경업	01_02_01_P	3250000	PHMB220103250021082200005	2010-11-09	<NA>	3	폐업	3	폐업	2018-05-31	<NA>	<NA>	<NA>	242-4623	<NA>	600-063	부산광역시 중구 신창동3가 16번지 7호	부산광역시 중구 광복로35번길 16 (신창동3가)	48946	스마일안경	2018-06-05 15:05:19	I	2018-08-31 23:59:59	<NA>	384931.528183	179828.543836	1	1	1	1	1	1	1	1	1	49.0	<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)	시력표수	표본렌즈수	측정의자수	동공거리측정기수	정점굴절계기수	조제용연마기수	렌즈절단기수	가열기수	안경세척기수	총면적	Unnamed: 38
1201	1202	안경업	01_02_01_P	3400000	PHMB220143400013082200003	2014-08-27	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	728-7229	<NA>	<NA>	<NA>	부산광역시 기장군 정관면 정관로 389 (롯데타워 103호)	46008	우리동네 안경원	2019-06-28 14:53:12	U	2019-06-30 02:40:00	<NA>	396839.499809	206070.22336	1	1	1	2	2	1	1	1	2	72.6	<NA>
1202	1203	안경업	01_02_01_P	3400000	PHMB220233400013082200001	2023-02-15	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	부산광역시 기장군 장안읍 길천리 212-1 굿모닝빌딩	부산광역시 기장군 장안읍 해맞이로 427, 굿모닝빌딩 1층	46035	데일리안경원 위드렌즈	2023-03-13 14:06:26	U	2023-03-15 02:40:00	<NA>	407446.38519	205750.743932	1	0	0	1	1	0	0	0	0	66.0	<NA>
1203	1204	안경업	01_02_01_P	3400000	PHMB220213400013082200002	2021-07-28	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	070-7585-0909	<NA>	<NA>	부산광역시 기장군 정관읍 매학리 713-1 정관타워	부산광역시 기장군 정관읍 정관로 561, 3층 303호	46015	으뜸플러스안경 부산정관점	2021-07-29 10:53:16	I	2021-07-31 00:22:51	<NA>	397748.735322	204683.186892	1	0	0	1	1	0	0	0	0	202.97	<NA>
1204	1205	안경업	01_02_01_P	3400000	PHMB220213400013082200003	2021-09-06	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	051-722-2233	<NA>	<NA>	부산광역시 기장군 일광면 삼성리 830	부산광역시 기장군 일광면 해빛6로 107-3, 1층 105,106호	46048	바라본안경	2021-09-06 14:22:36	I	2021-09-08 00:22:50	<NA>	402510.108891	198551.869264	1	0	0	1	1	0	0	0	0	63.5	<NA>
1205	1206	안경업	01_02_01_P	3400000	PHMB220223400013082200004	2022-11-28	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	051-911-4806	<NA>	<NA>	부산광역시 기장군 일광읍 삼성리 825-2 일광제일프라자	부산광역시 기장군 일광읍 해빛로 13, 일광제일프라자 1층 104호	46048	눈사랑 위드렌즈	2022-11-28 16:13:26	I	2022-11-30 00:39:55	<NA>	402521.177513	198590.05051	1	0	0	1	1	0	0	0	0	54.5	<NA>
1206	1207	안경업	01_02_01_P	3400000	PHMB220213400013082200001	2021-06-01	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	051-722-3180	<NA>	<NA>	부산광역시 기장군 기장읍 교리 342-1	부산광역시 기장군 기장읍 차성로 430, 1층 110호	46056	기장성모안경	2021-11-16 14:54:30	U	2021-11-18 02:40:00	<NA>	401700.978437	197225.42849	2	0	0	1	1	0	0	0	0	62.73	<NA>
1207	1208	안경업	01_02_01_P	3400000	PHMB220203400013082200002	2011-07-28	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	051-545-1518	<NA>	<NA>	부산광역시 기장군 기장읍 교리 340-1 꼬마돈까스	부산광역시 기장군 기장읍 차성로 424, 1층	46056	갤러리안경	2020-09-14 13:29:24	I	2020-09-16 00:23:12	<NA>	401654.858504	197228.250103	1	1	1	1	1	1	1	2	2	56.6	<NA>
1208	1209	안경업	01_02_01_P	3400000	PHMB220223400013082200003	2022-08-18	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	051-728-5008	<NA>	<NA>	부산광역시 기장군 정관읍 달산리 1221-6	부산광역시 기장군 정관읍 정관로 704	46021	이노티안경 정관점	2022-12-09 15:00:16	U	2022-12-11 02:40:00	<NA>	399070.084726	204598.839584	1	0	0	1	1	0	0	0	0	160.0	<NA>
1209	1210	안경업	01_02_01_P	3400000	PHMB220183400013082200001	2018-11-22	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	051-724-6900	<NA>	<NA>	부산광역시 기장군 기장읍 동부리 362번지 1호	부산광역시 기장군 기장읍 차성동로 104	46063	다비치안경 기장시장점	2019-05-02 16:27:48	U	2019-05-04 02:40:00	<NA>	401723.70543	196436.867371	2	2	2	2	2	1	1	2	2	213.0	<NA>
1210	1211	안경업	01_02_01_P	3400000	PHMB220223400013082200002	2022-05-24	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	051-722-7212	<NA>	<NA>	부산광역시 기장군 일광읍 삼성리 825-2 일광제일프라자	부산광역시 기장군 일광읍 해빛로 13, 일광제일프라자 상가동 202호	46048	오늘 안경원(see channel)	2022-12-09 15:01:05	U	2022-12-11 02:40:00	<NA>	402521.177513	198590.05051	1	0	0	1	1	0	0	0	0	107.62	<NA>

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