gimi9 Pandas Profiling

Dataset statistics

Number of variables	39
Number of observations	1222
Missing cells	11297
Missing cells (%)	23.7%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	399.9 KiB
Average record size in memory	335.1 B

Variable types

Numeric	10
Categorical	11
Text	7
DateTime	4
Unsupported	7

Dataset

Description	2023-09-01
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 (65.7%)	Imbalance
`표본렌즈수` is highly imbalanced (57.4%)	Imbalance
`조제용연마기수` is highly imbalanced (53.4%)	Imbalance
`렌즈절단기수` is highly imbalanced (55.0%)	Imbalance
`인허가취소일자` has 1222 (100.0%) missing values	Missing
`폐업일자` has 784 (64.2%) missing values	Missing
`휴업시작일자` has 1222 (100.0%) missing values	Missing
`휴업종료일자` has 1222 (100.0%) missing values	Missing
`재개업일자` has 1222 (100.0%) missing values	Missing
`소재지전화` has 194 (15.9%) missing values	Missing
`소재지면적` has 1222 (100.0%) missing values	Missing
`소재지우편번호` has 560 (45.8%) missing values	Missing
`소재지전체주소` has 105 (8.6%) missing values	Missing
`도로명전체주소` has 82 (6.7%) missing values	Missing
`도로명우편번호` has 254 (20.8%) missing values	Missing
`업태구분명` has 1222 (100.0%) missing values	Missing
`좌표정보(x)` has 91 (7.4%) missing values	Missing
`좌표정보(y)` has 91 (7.4%) missing values	Missing
`측정의자수` has 37 (3.0%) missing values	Missing
`가열기수` has 38 (3.1%) missing values	Missing
`안경세척기수` has 37 (3.0%) missing values	Missing
`총면적` has 462 (37.8%) missing values	Missing
`Unnamed: 38` has 1222 (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 250 (20.5%) zeros	Zeros
`동공거리측정기수` has 172 (14.1%) zeros	Zeros
`정점굴절계기수` has 170 (13.9%) zeros	Zeros
`가열기수` has 254 (20.8%) zeros	Zeros
`안경세척기수` has 253 (20.7%) zeros	Zeros
`총면적` has 108 (8.8%) zeros	Zeros

Reproduction

Analysis started	2024-04-21 10:36:40.475713
Analysis finished	2024-04-21 10:36:42.016987
Duration	1.54 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	1222
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	611.5

Minimum	1
Maximum	1222
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	1
5-th percentile	62.05
Q1	306.25
median	611.5
Q3	916.75
95-th percentile	1160.95
Maximum	1222
Range	1221
Interquartile range (IQR)	610.5

Descriptive statistics

Standard deviation	352.90532
Coefficient of variation (CV)	0.57711418
Kurtosis	-1.2
Mean	611.5
Median Absolute Deviation (MAD)	305.5
Skewness	0
Sum	747253
Variance	124542.17
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	0.1%
814	1	0.1%
821	1	0.1%
820	1	0.1%
819	1	0.1%
818	1	0.1%
817	1	0.1%
816	1	0.1%
815	1	0.1%
813	1	0.1%
Other values (1212)	1212	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 (%)
1222	1	0.1%
1221	1	0.1%
1220	1	0.1%
1219	1	0.1%
1218	1	0.1%
1217	1	0.1%
1216	1	0.1%
1215	1	0.1%
1214	1	0.1%
1213	1	0.1%

개방서비스명
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

안경업	1222

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	1222	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
안경업	1222	100.0%

개방서비스아이디
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

01_02_01_P	1222

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	1222	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
01_02_01_p	1222	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	16
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3325163.7

Minimum	3250000
Maximum	3400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.9 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	39890.485
Coefficient of variation (CV)	0.011996548
Kurtosis	-0.73480947
Mean	3325163.7
Median Absolute Deviation (MAD)	30000
Skewness	-0.041420213
Sum	4.06335 × 10⁹
Variance	1.5912508 × 10⁹
Monotonicity	Increasing

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3350000	179	14.6%
3290000	151	12.4%
3310000	118	9.7%
3330000	105	8.6%
3340000	94	7.7%
3300000	94	7.7%
3250000	82	6.7%
3320000	71	5.8%
3390000	69	5.6%
3370000	66	5.4%
Other values (6)	193	15.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	82	6.7%
3260000	23	1.9%
3270000	29	2.4%
3280000	28	2.3%
3290000	151	12.4%
3300000	94	7.7%
3310000	118	9.7%
3320000	71	5.8%
3330000	105	8.6%
3340000	94	7.7%

Value	Count	Frequency (%)
3400000	39	3.2%
3390000	69	5.6%
3380000	54	4.4%
3370000	66	5.4%
3360000	20	1.6%
3350000	179	14.6%
3340000	94	7.7%
3330000	105	8.6%
3320000	71	5.8%
3310000	118	9.7%

관리번호
Text

UNIQUE

Distinct	1222
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

Length

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

Characters and Unicode

Total characters	30550
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	1222 ?
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%
phmb220113340025082200001	1	0.1%
phmb219783350024082200001	1	0.1%
phmb219863350024082200004	1	0.1%
phmb219863350024082200003	1	0.1%
phmb219883350024082200002	1	0.1%
phmb219853350024082200002	1	0.1%
phmb220083350024082200001	1	0.1%
phmb220053350024082200006	1	0.1%
phmb220053350024082200005	1	0.1%
Other values (1212)	1212	99.2%

Most occurring characters

Value	Count	Frequency (%)
0	9990	32.7%
2	6624	21.7%
3	2689	8.8%
1	1654	5.4%
8	1559	5.1%
P	1222	4.0%
H	1222	4.0%
M	1222	4.0%
B	1222	4.0%
4	1086	3.6%
Other values (4)	2060	6.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	25662	84.0%
Uppercase Letter	4888	16.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	9990	38.9%
2	6624	25.8%
3	2689	10.5%
1	1654	6.4%
8	1559	6.1%
4	1086	4.2%
9	981	3.8%
5	605	2.4%
7	256	1.0%
6	218	0.8%

Uppercase Letter

Value	Count	Frequency (%)
P	1222	25.0%
H	1222	25.0%
M	1222	25.0%
B	1222	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	25662	84.0%
Latin	4888	16.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	9990	38.9%
2	6624	25.8%
3	2689	10.5%
1	1654	6.4%
8	1559	6.1%
4	1086	4.2%
9	981	3.8%
5	605	2.4%
7	256	1.0%
6	218	0.8%

Latin

Value	Count	Frequency (%)
P	1222	25.0%
H	1222	25.0%
M	1222	25.0%
B	1222	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	30550	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	9990	32.7%
2	6624	21.7%
3	2689	8.8%
1	1654	5.4%
8	1559	5.1%
P	1222	4.0%
H	1222	4.0%
M	1222	4.0%
B	1222	4.0%
4	1086	3.6%
Other values (4)	2060	6.7%

인허가일자
Date

Distinct	1120
Distinct (%)	91.7%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

Minimum	1971-05-18 00:00:00
Maximum	2023-07-31 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1222
Missing (%)	100.0%
Memory size	10.9 KiB

영업상태구분코드
Categorical

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

1	764
3	450
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	764	62.5%
3	450	36.8%
4	8	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	764	62.5%
3	450	36.8%
4	8	0.7%

영업상태명
Categorical

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

영업/정상	764
폐업	450
취소/말소/만료/정지/중지	8

Length

Max length	14
Median length	5
Mean length	3.9541735
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	764	62.5%
폐업	450	36.8%
취소/말소/만료/정지/중지	8	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업/정상	764	62.5%
폐업	450	36.8%
취소/말소/만료/정지/중지	8	0.7%

상세영업상태코드
Categorical

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

13	764
3	450
24	8

Length

Max length	2
Median length	2
Mean length	1.6317512
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	764	62.5%
3	450	36.8%
24	8	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
13	764	62.5%
3	450	36.8%
24	8	0.7%

상세영업상태명
Categorical

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

영업중	764
폐업	450
직권폐업	8

Length

Max length	4
Median length	3
Mean length	2.6382979
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	764	62.5%
폐업	450	36.8%
직권폐업	8	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업중	764	62.5%
폐업	450	36.8%
직권폐업	8	0.7%

폐업일자
Date

MISSING

Distinct	406
Distinct (%)	92.7%
Missing	784
Missing (%)	64.2%
Memory size	9.7 KiB

Minimum	1985-11-28 00:00:00
Maximum	2023-07-14 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1222
Missing (%)	100.0%
Memory size	10.9 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1222
Missing (%)	100.0%
Memory size	10.9 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1222
Missing (%)	100.0%
Memory size	10.9 KiB

소재지전화
Text

MISSING

Distinct	968
Distinct (%)	94.2%
Missing	194
Missing (%)	15.9%
Memory size	9.7 KiB

Length

Max length	14
Median length	12
Mean length	11.314202
Min length	7

Characters and Unicode

Total characters	11631
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 (%)	89.1%

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%
051-257-7090	2	0.2%
051-312-2809	2	0.2%
Other values (958)	1000	97.3%

Most occurring characters

Value	Count	Frequency (%)
-	1817	15.6%
0	1762	15.1%
5	1631	14.0%
1	1623	14.0%
2	876	7.5%
8	717	6.2%
7	712	6.1%
3	704	6.1%
6	700	6.0%
4	641	5.5%
Other values (4)	448	3.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	9771	84.0%
Dash Punctuation	1817	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	1762	18.0%
5	1631	16.7%
1	1623	16.6%
2	876	9.0%
8	717	7.3%
7	712	7.3%
3	704	7.2%
6	700	7.2%
4	641	6.6%
9	405	4.1%

Dash Punctuation

Value	Count	Frequency (%)
-	1817	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	11631	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
-	1817	15.6%
0	1762	15.1%
5	1631	14.0%
1	1623	14.0%
2	876	7.5%
8	717	6.2%
7	712	6.1%
3	704	6.1%
6	700	6.0%
4	641	5.5%
Other values (4)	448	3.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	11631	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
-	1817	15.6%
0	1762	15.1%
5	1631	14.0%
1	1623	14.0%
2	876	7.5%
8	717	6.2%
7	712	6.1%
3	704	6.1%
6	700	6.0%
4	641	5.5%
Other values (4)	448	3.9%

소재지면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1222
Missing (%)	100.0%
Memory size	10.9 KiB

소재지우편번호
Text

MISSING

Distinct	339
Distinct (%)	51.2%
Missing	560
Missing (%)	45.8%
Memory size	9.7 KiB

Length

Max length	7
Median length	7
Mean length	6.9909366
Min length	5

Characters and Unicode

Total characters	4628
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	191 ?
Unique (%)	28.9%

Sample

1st row	600-042
2nd row	600-819
3rd row	600-063
4th row	600-045
5th row	600-063

Value	Count	Frequency (%)
609-839	33	5.0%
609-834	8	1.2%
609-800	7	1.1%
616-852	7	1.1%
614-845	7	1.1%
614-030	7	1.1%
609-822	7	1.1%
608-805	7	1.1%
619-963	6	0.9%
611-082	6	0.9%
Other values (329)	567	85.6%

Most occurring characters

Value	Count	Frequency (%)
6	770	16.6%
0	723	15.6%
-	659	14.2%
1	606	13.1%
8	516	11.1%
4	288	6.2%
9	276	6.0%
2	276	6.0%
3	256	5.5%
7	164	3.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3969	85.8%
Dash Punctuation	659	14.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
6	770	19.4%
0	723	18.2%
1	606	15.3%
8	516	13.0%
4	288	7.3%
9	276	7.0%
2	276	7.0%
3	256	6.4%
7	164	4.1%
5	94	2.4%

Dash Punctuation

Value	Count	Frequency (%)
-	659	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4628	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
6	770	16.6%
0	723	15.6%
-	659	14.2%
1	606	13.1%
8	516	11.1%
4	288	6.2%
9	276	6.0%
2	276	6.0%
3	256	5.5%
7	164	3.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4628	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
6	770	16.6%
0	723	15.6%
-	659	14.2%
1	606	13.1%
8	516	11.1%
4	288	6.2%
9	276	6.0%
2	276	6.0%
3	256	5.5%
7	164	3.5%

소재지전체주소
Text

MISSING

Distinct	1060
Distinct (%)	94.9%
Missing	105
Missing (%)	8.6%
Memory size	9.7 KiB

Length

Max length	48
Median length	41
Mean length	24.047449
Min length	3

Characters and Unicode

Total characters	26861
Distinct characters	324
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	1009 ?
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	1088	19.4%
금정구	173	3.1%
부산진구	146	2.6%
1호	117	2.1%
남구	106	1.9%
사하구	87	1.6%
동래구	85	1.5%
중구	78	1.4%
해운대구	76	1.4%
북구	69	1.2%
Other values (1458)	3586	63.9%

Most occurring characters

Value	Count	Frequency (%)
	4509	16.8%
1	1411	5.3%
부	1404	5.2%
산	1341	5.0%
동	1240	4.6%
시	1135	4.2%
광	1124	4.2%
구	1116	4.2%
역	1093	4.1%
2	938	3.5%
Other values (314)	11550	43.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	16008	59.6%
Decimal Number	5839	21.7%
Space Separator	4509	16.8%
Dash Punctuation	337	1.3%
Uppercase Letter	64	0.2%
Other Punctuation	40	0.1%
Open Punctuation	30	0.1%
Close 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	1404	8.8%
산	1341	8.4%
동	1240	7.7%
시	1135	7.1%
광	1124	7.0%
구	1116	7.0%
역	1093	6.8%
지	810	5.1%
호	770	4.8%
번	753	4.7%
Other values (280)	5222	32.6%

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%
U	4	6.2%
Y	4	6.2%
L	2	3.1%
Other values (3)	4	6.2%

Decimal Number

Value	Count	Frequency (%)
1	1411	24.2%
2	938	16.1%
3	644	11.0%
4	557	9.5%
5	492	8.4%
0	404	6.9%
6	381	6.5%
7	358	6.1%
8	333	5.7%
9	321	5.5%

Other Punctuation

Value	Count	Frequency (%)
,	32	80.0%
.	5	12.5%
@	2	5.0%
/	1	2.5%

Lowercase Letter

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

Space Separator

Value	Count	Frequency (%)
	4509	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	337	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	30	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	30	100.0%

Math Symbol

Value	Count	Frequency (%)
~	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	16008	59.6%
Common	10787	40.2%
Latin	66	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	1404	8.8%
산	1341	8.4%
동	1240	7.7%
시	1135	7.1%
광	1124	7.0%
구	1116	7.0%
역	1093	6.8%
지	810	5.1%
호	770	4.8%
번	753	4.7%
Other values (280)	5222	32.6%

Common

Value	Count	Frequency (%)
	4509	41.8%
1	1411	13.1%
2	938	8.7%
3	644	6.0%
4	557	5.2%
5	492	4.6%
0	404	3.7%
6	381	3.5%
7	358	3.3%
-	337	3.1%
Other values (9)	756	7.0%

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%
U	4	6.1%
Y	4	6.1%
L	2	3.0%
Other values (5)	6	9.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	16008	59.6%
ASCII	10853	40.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	4509	41.5%
1	1411	13.0%
2	938	8.6%
3	644	5.9%
4	557	5.1%
5	492	4.5%
0	404	3.7%
6	381	3.5%
7	358	3.3%
-	337	3.1%
Other values (24)	822	7.6%

Hangul

Value	Count	Frequency (%)
부	1404	8.8%
산	1341	8.4%
동	1240	7.7%
시	1135	7.1%
광	1124	7.0%
구	1116	7.0%
역	1093	6.8%
지	810	5.1%
호	770	4.8%
번	753	4.7%
Other values (280)	5222	32.6%

도로명전체주소
Text

MISSING

Distinct	1066
Distinct (%)	93.5%
Missing	82
Missing (%)	6.7%
Memory size	9.7 KiB

Length

Max length	64
Median length	50
Mean length	28.357018
Min length	20

Characters and Unicode

Total characters	32327
Distinct characters	367
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	1005 ?
Unique (%)	88.2%

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	1141	17.6%
1층	202	3.1%
금정구	157	2.4%
부산진구	145	2.2%
해운대구	104	1.6%
남구	95	1.5%
동래구	93	1.4%
사하구	90	1.4%
중구	78	1.2%
부전동	71	1.1%
Other values (1407)	4317	66.5%

Most occurring characters

Value	Count	Frequency (%)
	5357	16.6%
부	1459	4.5%
동	1442	4.5%
산	1392	4.3%
시	1230	3.8%
광	1229	3.8%
구	1174	3.6%
1	1157	3.6%
역	1145	3.5%
로	1125	3.5%
Other values (357)	15617	48.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	19299	59.7%
Space Separator	5357	16.6%
Decimal Number	4569	14.1%
Close Punctuation	1121	3.5%
Open Punctuation	1121	3.5%
Other Punctuation	595	1.8%
Dash Punctuation	169	0.5%
Uppercase Letter	79	0.2%
Lowercase Letter	9	< 0.1%
Math Symbol	8	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
부	1459	7.6%
동	1442	7.5%
산	1392	7.2%
시	1230	6.4%
광	1229	6.4%
구	1174	6.1%
역	1145	5.9%
로	1125	5.8%
대	600	3.1%
층	311	1.6%
Other values (316)	8192	42.4%

Uppercase Letter

Value	Count	Frequency (%)
S	14	17.7%
K	12	15.2%
B	12	15.2%
A	6	7.6%
H	6	7.6%
E	5	6.3%
C	5	6.3%
U	4	5.1%
Y	4	5.1%
G	4	5.1%
Other values (7)	7	8.9%

Decimal Number

Value	Count	Frequency (%)
1	1157	25.3%
2	701	15.3%
3	430	9.4%
0	409	9.0%
4	392	8.6%
5	336	7.4%
7	331	7.2%
6	309	6.8%
9	263	5.8%
8	241	5.3%

Lowercase Letter

Value	Count	Frequency (%)
e	2	22.2%
l	2	22.2%
s	1	11.1%
b	1	11.1%
i	1	11.1%
h	1	11.1%
k	1	11.1%

Other Punctuation

Value	Count	Frequency (%)
,	591	99.3%
.	4	0.7%

Space Separator

Value	Count	Frequency (%)
	5357	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1121	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1121	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	19299	59.7%
Common	12940	40.0%
Latin	88	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	1459	7.6%
동	1442	7.5%
산	1392	7.2%
시	1230	6.4%
광	1229	6.4%
구	1174	6.1%
역	1145	5.9%
로	1125	5.8%
대	600	3.1%
층	311	1.6%
Other values (316)	8192	42.4%

Latin

Value	Count	Frequency (%)
S	14	15.9%
K	12	13.6%
B	12	13.6%
A	6	6.8%
H	6	6.8%
E	5	5.7%
C	5	5.7%
U	4	4.5%
Y	4	4.5%
G	4	4.5%
Other values (14)	16	18.2%

Common

Value	Count	Frequency (%)
	5357	41.4%
1	1157	8.9%
)	1121	8.7%
(	1121	8.7%
2	701	5.4%
,	591	4.6%
3	430	3.3%
0	409	3.2%
4	392	3.0%
5	336	2.6%
Other values (7)	1325	10.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	19299	59.7%
ASCII	13028	40.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	5357	41.1%
1	1157	8.9%
)	1121	8.6%
(	1121	8.6%
2	701	5.4%
,	591	4.5%
3	430	3.3%
0	409	3.1%
4	392	3.0%
5	336	2.6%
Other values (31)	1413	10.8%

Hangul

Value	Count	Frequency (%)
부	1459	7.6%
동	1442	7.5%
산	1392	7.2%
시	1230	6.4%
광	1229	6.4%
구	1174	6.1%
역	1145	5.9%
로	1125	5.8%
대	600	3.1%
층	311	1.6%
Other values (316)	8192	42.4%

도로명우편번호
Text

MISSING

Distinct	551
Distinct (%)	56.9%
Missing	254
Missing (%)	20.8%
Memory size	9.7 KiB

Length

Max length	7
Median length	5
Mean length	5.1198347
Min length	5

Characters and Unicode

Total characters	4956
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	349 ?
Unique (%)	36.1%

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	1.3%
46291	11	1.1%
48945	10	1.0%
47295	8	0.8%
47254	8	0.8%
46576	8	0.8%
47286	7	0.7%
47296	7	0.7%
46726	7	0.7%
Other values (541)	868	89.7%

Most occurring characters

Value	Count	Frequency (%)
4	1221	24.6%
8	551	11.1%
7	526	10.6%
6	496	10.0%
9	434	8.8%
2	384	7.7%
5	373	7.5%
0	331	6.7%
1	314	6.3%
3	268	5.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4898	98.8%
Dash Punctuation	58	1.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	1221	24.9%
8	551	11.2%
7	526	10.7%
6	496	10.1%
9	434	8.9%
2	384	7.8%
5	373	7.6%
0	331	6.8%
1	314	6.4%
3	268	5.5%

Dash Punctuation

Value	Count	Frequency (%)
-	58	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4956	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	1221	24.6%
8	551	11.1%
7	526	10.6%
6	496	10.0%
9	434	8.8%
2	384	7.7%
5	373	7.5%
0	331	6.7%
1	314	6.3%
3	268	5.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4956	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	1221	24.6%
8	551	11.1%
7	526	10.6%
6	496	10.0%
9	434	8.8%
2	384	7.7%
5	373	7.5%
0	331	6.7%
1	314	6.3%
3	268	5.4%

사업장명
Text

Distinct	981
Distinct (%)	80.3%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

Length

Max length	19
Median length	17
Mean length	6.9689034
Min length	2

Characters and Unicode

Total characters	8516
Distinct characters	418
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	865 ?
Unique (%)	70.8%

Sample

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

Value	Count	Frequency (%)
안경원	69	4.4%
안경	46	2.9%
갤러리안경	29	1.8%
눈사랑안경	22	1.4%
안경나라	21	1.3%
갤러리안경원	13	0.8%
으뜸플러스안경	13	0.8%
세컨페이스	12	0.8%
오렌즈	12	0.8%
초이스안경	12	0.8%
Other values (980)	1321	84.1%

Most occurring characters

Value	Count	Frequency (%)
안	1107	13.0%
경	1105	13.0%
원	407	4.8%
	348	4.1%
점	302	3.5%
이	283	3.3%
아	223	2.6%
스	200	2.3%
리	132	1.6%
0	94	1.1%
Other values (408)	4315	50.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	7645	89.8%
Space Separator	348	4.1%
Decimal Number	190	2.2%
Uppercase Letter	91	1.1%
Lowercase Letter	90	1.1%
Open Punctuation	61	0.7%
Close Punctuation	61	0.7%
Other Punctuation	24	0.3%
Dash Punctuation	3	< 0.1%
Other Symbol	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
안	1107	14.5%
경	1105	14.5%
원	407	5.3%
점	302	4.0%
이	283	3.7%
아	223	2.9%
스	200	2.6%
리	132	1.7%
트	91	1.2%
러	84	1.1%
Other values (350)	3711	48.5%

Uppercase Letter

Value	Count	Frequency (%)
O	14	15.4%
E	9	9.9%
S	8	8.8%
L	6	6.6%
G	5	5.5%
N	5	5.5%
K	5	5.5%
C	4	4.4%
M	4	4.4%
I	4	4.4%
Other values (12)	27	29.7%

Lowercase Letter

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

Decimal Number

Value	Count	Frequency (%)
0	94	49.5%
1	42	22.1%
5	24	12.6%
8	21	11.1%
2	5	2.6%
3	3	1.6%
6	1	0.5%

Other Punctuation

Value	Count	Frequency (%)
.	14	58.3%
·	4	16.7%
&	4	16.7%
#	2	8.3%

Other Symbol

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

Space Separator

Value	Count	Frequency (%)
	348	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	61	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	61	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	7645	89.8%
Common	689	8.1%
Latin	181	2.1%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
안	1107	14.5%
경	1105	14.5%
원	407	5.3%
점	302	4.0%
이	283	3.7%
아	223	2.9%
스	200	2.6%
리	132	1.7%
트	91	1.2%
러	84	1.1%
Other values (350)	3711	48.5%

Latin

Value	Count	Frequency (%)
e	16	8.8%
O	14	7.7%
n	11	6.1%
E	9	5.0%
c	9	5.0%
a	9	5.0%
S	8	4.4%
l	7	3.9%
o	6	3.3%
L	6	3.3%
Other values (30)	86	47.5%

Common

Value	Count	Frequency (%)
	348	50.5%
0	94	13.6%
(	61	8.9%
)	61	8.9%
1	42	6.1%
5	24	3.5%
8	21	3.0%
.	14	2.0%
2	5	0.7%
·	4	0.6%
Other values (7)	15	2.2%

Han

Value	Count	Frequency (%)
愛	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	7644	89.8%
ASCII	865	10.2%
None	5	0.1%
CJK	1	< 0.1%
Enclosed Alphanum	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
안	1107	14.5%
경	1105	14.5%
원	407	5.3%
점	302	4.0%
이	283	3.7%
아	223	2.9%
스	200	2.6%
리	132	1.7%
트	91	1.2%
러	84	1.1%
Other values (349)	3710	48.5%

ASCII

Value	Count	Frequency (%)
	348	40.2%
0	94	10.9%
(	61	7.1%
)	61	7.1%
1	42	4.9%
5	24	2.8%
8	21	2.4%
e	16	1.8%
O	14	1.6%
.	14	1.6%
Other values (45)	170	19.7%

None

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

CJK

Value	Count	Frequency (%)
愛	1	100.0%

Enclosed Alphanum

Value	Count	Frequency (%)
ⓝ	1	100.0%

최종수정시점
Date

Distinct	1196
Distinct (%)	97.9%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

Minimum	2008-11-20 14:16:39
Maximum	2023-07-31 15:16:13

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

I	890
U	332

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	890	72.8%
U	332	27.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	890	72.8%
u	332	27.2%

데이터갱신일자
Date

Distinct	361
Distinct (%)	29.5%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

Minimum	2018-08-31 23:59:59
Maximum	2023-08-02 00:18:52

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1222
Missing (%)	100.0%
Memory size	10.9 KiB

좌표정보(x)
Real number (ℝ)

MISSING

Distinct	955
Distinct (%)	84.4%
Missing	91
Missing (%)	7.4%
Infinite	0
Infinite (%)	0.0%
Mean	388122.15

Minimum	367108.19
Maximum	407446.39
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	367108.19
5-th percentile	379705.01
Q1	384874.52
median	388524.94
Q3	391306.95
95-th percentile	397573.08
Maximum	407446.39
Range	40338.198
Interquartile range (IQR)	6432.4331

Descriptive statistics

Standard deviation	5341.9891
Coefficient of variation (CV)	0.01376368
Kurtosis	0.5359329
Mean	388122.15
Median Absolute Deviation (MAD)	3274.8065
Skewness	0.031367827
Sum	4.3896615 × 10⁸
Variance	28536847
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
387271.299492377	7	0.6%
387618.822819678	7	0.6%
393952.264486105	5	0.4%
389314.662086382	5	0.4%
389097.800933845	5	0.4%
389816.233000769	5	0.4%
387920.292113406	5	0.4%
398237.363461482	5	0.4%
395388.715069604	4	0.3%
384903.52410762	4	0.3%
Other values (945)	1079	88.3%
(Missing)	91	7.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
367108.187127244	1	0.1%
371179.513984489	1	0.1%
371180.376049706	1	0.1%
373401.811505138	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%

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	955
Distinct (%)	84.4%
Missing	91
Missing (%)	7.4%
Infinite	0
Infinite (%)	0.0%
Mean	187388.93

Minimum	174016.55
Maximum	206209.45
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	174016.55
5-th percentile	178695.17
Q1	183544.39
median	187141.15
Q3	191889.01
95-th percentile	196320.68
Maximum	206209.45
Range	32192.899
Interquartile range (IQR)	8344.628

Descriptive statistics

Standard deviation	5887.4041
Coefficient of variation (CV)	0.0314181
Kurtosis	-0.16676764
Mean	187388.93
Median Absolute Deviation (MAD)	4393.2899
Skewness	0.18840203
Sum	2.1193688 × 10⁸
Variance	34661527
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
186099.137533193	7	0.6%
186273.478853335	7	0.6%
187602.933160728	5	0.4%
194669.898821674	5	0.4%
192260.811648263	5	0.4%
193329.605871168	5	0.4%
186157.316240541	5	0.4%
187720.511056894	5	0.4%
186268.853282623	4	0.3%
179742.031632526	4	0.3%
Other values (945)	1079	88.3%
(Missing)	91	7.4%

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%
204802.042928644	1	0.1%
204747.503833689	1	0.1%

시력표수
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

1	1013
0	170
2	35
<NA>	3
3	1

Length

Max length	4
Median length	1
Mean length	1.007365
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	1013	82.9%
0	170	13.9%
2	35	2.9%
<NA>	3	0.2%
3	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	1013	82.9%
0	170	13.9%
2	35	2.9%
na	3	0.2%
3	1	0.1%

표본렌즈수
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

1	904
0	250
2	33
<NA>	28
3	6

Length

Max length	4
Median length	1
Mean length	1.0703764
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	74.0%
0	250	20.5%
2	33	2.7%
<NA>	28	2.3%
3	6	0.5%
266	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	904	74.0%
0	250	20.5%
2	33	2.7%
na	28	2.3%
3	6	0.5%
266	1	0.1%

측정의자수
Real number (ℝ)

MISSING ZEROS

Distinct	7
Distinct (%)	0.6%
Missing	37
Missing (%)	3.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.85147679

Minimum	0
Maximum	11
Zeros	250
Zeros (%)	20.5%
Negative	0
Negative (%)	0.0%
Memory size	10.9 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	0.59973243
Coefficient of variation (CV)	0.70434383
Kurtosis	72.389164
Mean	0.85147679
Median Absolute Deviation (MAD)	0
Skewness	4.5637853
Sum	1009
Variance	0.35967898
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
1	883	72.3%
0	250	20.5%
2	43	3.5%
3	4	0.3%
4	3	0.2%
5	1	0.1%
11	1	0.1%
(Missing)	37	3.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	250	20.5%
1	883	72.3%
2	43	3.5%
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	3.5%
1	883	72.3%
0	250	20.5%

동공거리측정기수
Real number (ℝ)

ZEROS

Distinct	7
Distinct (%)	0.6%
Missing	3
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.93027071

Minimum	0
Maximum	10
Zeros	172
Zeros (%)	14.1%
Negative	0
Negative (%)	0.0%
Memory size	10.9 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	0.58657183
Coefficient of variation (CV)	0.63053885
Kurtosis	57.792309
Mean	0.93027071
Median Absolute Deviation (MAD)	0
Skewness	4.6577717
Sum	1134
Variance	0.34406651
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
1	997	81.6%
0	172	14.1%
2	33	2.7%
3	8	0.7%
5	5	0.4%
4	3	0.2%
10	1	0.1%
(Missing)	3	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	172	14.1%
1	997	81.6%
2	33	2.7%
3	8	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	8	0.7%
2	33	2.7%
1	997	81.6%
0	172	14.1%

정점굴절계기수
Real number (ℝ)

ZEROS

Distinct	6
Distinct (%)	0.5%
Missing	5
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%
Mean	1.0221857

Minimum	0
Maximum	5
Zeros	170
Zeros (%)	13.9%
Negative	0
Negative (%)	0.0%
Memory size	10.9 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	0.62460579
Coefficient of variation (CV)	0.61104923
Kurtosis	4.9848896
Mean	1.0221857
Median Absolute Deviation (MAD)	0
Skewness	1.2825483
Sum	1244
Variance	0.39013239
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1	895	73.2%
0	170	13.9%
2	115	9.4%
3	30	2.5%
4	6	0.5%
5	1	0.1%
(Missing)	5	0.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	170	13.9%
1	895	73.2%
2	115	9.4%
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	115	9.4%
1	895	73.2%
0	170	13.9%

조제용연마기수
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

1	901
0	255
<NA>	38
2	27
3	1

Length

Max length	4
Median length	1
Mean length	1.0932897
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	73.7%
0	255	20.9%
<NA>	38	3.1%
2	27	2.2%
3	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	901	73.7%
0	255	20.9%
na	38	3.1%
2	27	2.2%
3	1	0.1%

렌즈절단기수
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	9.7 KiB

1	910
0	254
<NA>	38
2	19
3	1

Length

Max length	4
Median length	1
Mean length	1.0932897
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	74.5%
0	254	20.8%
<NA>	38	3.1%
2	19	1.6%
3	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	910	74.5%
0	254	20.8%
na	38	3.1%
2	19	1.6%
3	1	0.1%

가열기수
Real number (ℝ)

MISSING ZEROS

Distinct	6
Distinct (%)	0.5%
Missing	38
Missing (%)	3.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.89527027

Minimum	0
Maximum	5
Zeros	254
Zeros (%)	20.8%
Negative	0
Negative (%)	0.0%
Memory size	10.9 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	0.59514343
Coefficient of variation (CV)	0.66476398
Kurtosis	4.7872252
Mean	0.89527027
Median Absolute Deviation (MAD)	0
Skewness	0.83152443
Sum	1060
Variance	0.3541957
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1	817	66.9%
0	254	20.8%
2	101	8.3%
3	9	0.7%
5	2	0.2%
4	1	0.1%
(Missing)	38	3.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	254	20.8%
1	817	66.9%
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	66.9%
0	254	20.8%

안경세척기수
Real number (ℝ)

MISSING ZEROS

Distinct	6
Distinct (%)	0.5%
Missing	37
Missing (%)	3.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.92742616

Minimum	0
Maximum	5
Zeros	253
Zeros (%)	20.7%
Negative	0
Negative (%)	0.0%
Memory size	10.9 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	0.63389525
Coefficient of variation (CV)	0.68349942
Kurtosis	3.0312176
Mean	0.92742616
Median Absolute Deviation (MAD)	0
Skewness	0.79727021
Sum	1099
Variance	0.40182318
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1	791	64.7%
0	253	20.7%
2	119	9.7%
3	19	1.6%
4	2	0.2%
5	1	0.1%
(Missing)	37	3.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	253	20.7%
1	791	64.7%
2	119	9.7%
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	9.7%
1	791	64.7%
0	253	20.7%

총면적
Real number (ℝ)

MISSING ZEROS

Distinct	540
Distinct (%)	71.1%
Missing	462
Missing (%)	37.8%
Infinite	0
Infinite (%)	0.0%
Mean	73.311921

Minimum	0
Maximum	723.02
Zeros	108
Zeros (%)	8.8%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	29.85
median	57.6
Q3	96.82
95-th percentile	210
Maximum	723.02
Range	723.02
Interquartile range (IQR)	66.97

Descriptive statistics

Standard deviation	71.558414
Coefficient of variation (CV)	0.97608156
Kurtosis	17.467609
Mean	73.311921
Median Absolute Deviation (MAD)	31.88
Skewness	2.910531
Sum	55717.06
Variance	5120.6066
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	108	8.8%
33.0	10	0.8%
66.0	6	0.5%
60.0	5	0.4%
49.5	5	0.4%
57.6	4	0.3%
56.0	4	0.3%
105.0	4	0.3%
99.0	4	0.3%
46.2	4	0.3%
Other values (530)	606	49.6%
(Missing)	462	37.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	108	8.8%
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%
336.9	1	0.1%
334.0	1	0.1%
329.12	1	0.1%
320.0	1	0.1%
317.0	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	1222
Missing (%)	100.0%
Memory size	10.9 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
1212	1213	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>
1213	1214	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>
1214	1215	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>
1215	1216	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>
1216	1217	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>
1217	1218	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>
1218	1219	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>
1219	1220	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>
1220	1221	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>
1221	1222	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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