gimi9 Pandas Profiling

Dataset statistics

Number of variables	39
Number of observations	1216
Missing cells	11255
Missing cells (%)	23.7%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	397.9 KiB
Average record size in memory	335.1 B

Variable types

Numeric	10
Categorical	11
Text	7
DateTime	4
Unsupported	7

Dataset

Description	2023-07-01
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 (65.3%)	Imbalance
`표본렌즈수` is highly imbalanced (57.5%)	Imbalance
`조제용연마기수` is highly imbalanced (53.6%)	Imbalance
`렌즈절단기수` is highly imbalanced (55.1%)	Imbalance
`인허가취소일자` has 1216 (100.0%) missing values	Missing
`폐업일자` has 782 (64.3%) missing values	Missing
`휴업시작일자` has 1216 (100.0%) missing values	Missing
`휴업종료일자` has 1216 (100.0%) missing values	Missing
`재개업일자` has 1216 (100.0%) missing values	Missing
`소재지전화` has 190 (15.6%) missing values	Missing
`소재지면적` has 1216 (100.0%) missing values	Missing
`소재지우편번호` has 552 (45.4%) missing values	Missing
`소재지전체주소` has 106 (8.7%) missing values	Missing
`도로명전체주소` has 82 (6.7%) missing values	Missing
`도로명우편번호` has 255 (21.0%) missing values	Missing
`업태구분명` has 1216 (100.0%) missing values	Missing
`좌표정보(x)` has 92 (7.6%) missing values	Missing
`좌표정보(y)` has 92 (7.6%) 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 467 (38.4%) missing values	Missing
`Unnamed: 38` has 1216 (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 243 (20.0%) zeros	Zeros
`동공거리측정기수` has 172 (14.1%) zeros	Zeros
`정점굴절계기수` has 170 (14.0%) zeros	Zeros
`가열기수` has 247 (20.3%) zeros	Zeros
`안경세척기수` has 246 (20.2%) zeros	Zeros
`총면적` has 105 (8.6%) zeros	Zeros

Reproduction

Analysis started	2024-04-21 10:34:50.595150
Analysis finished	2024-04-21 10:34:52.247499
Duration	1.65 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	1216
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	608.5

Minimum	1
Maximum	1216
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.8 KiB

Quantile statistics

Minimum	1
5-th percentile	61.75
Q1	304.75
median	608.5
Q3	912.25
95-th percentile	1155.25
Maximum	1216
Range	1215
Interquartile range (IQR)	607.5

Descriptive statistics

Standard deviation	351.17327
Coefficient of variation (CV)	0.57711302
Kurtosis	-1.2
Mean	608.5
Median Absolute Deviation (MAD)	304
Skewness	0
Sum	739936
Variance	123322.67
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	0.1%
810	1	0.1%
817	1	0.1%
816	1	0.1%
815	1	0.1%
814	1	0.1%
813	1	0.1%
812	1	0.1%
811	1	0.1%
809	1	0.1%
Other values (1206)	1206	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 (%)
1216	1	0.1%
1215	1	0.1%
1214	1	0.1%
1213	1	0.1%
1212	1	0.1%
1211	1	0.1%
1210	1	0.1%
1209	1	0.1%
1208	1	0.1%
1207	1	0.1%

개방서비스명
Categorical

CONSTANT

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

안경업	1216

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	1216	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
안경업	1216	100.0%

개방서비스아이디
Categorical

CONSTANT

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

01_02_01_P	1216

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	1216	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
01_02_01_p	1216	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	16
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3325156.2

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	39942.039
Coefficient of variation (CV)	0.012012079
Kurtosis	-0.73673745
Mean	3325156.2
Median Absolute Deviation (MAD)	30000
Skewness	-0.04103578
Sum	4.04339 × 10⁹
Variance	1.5953665 × 10⁹
Monotonicity	Increasing

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3350000	177	14.6%
3290000	150	12.3%
3310000	117	9.6%
3330000	105	8.6%
3340000	94	7.7%
3300000	93	7.6%
3250000	82	6.7%
3320000	71	5.8%
3390000	69	5.7%
3370000	66	5.4%
Other values (6)	192	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	150	12.3%
3300000	93	7.6%
3310000	117	9.6%
3320000	71	5.8%
3330000	105	8.6%
3340000	94	7.7%

Value	Count	Frequency (%)
3400000	39	3.2%
3390000	69	5.7%
3380000	54	4.4%
3370000	66	5.4%
3360000	19	1.6%
3350000	177	14.6%
3340000	94	7.7%
3330000	105	8.6%
3320000	71	5.8%
3310000	117	9.6%

관리번호
Text

UNIQUE

Distinct	1216
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	30400
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	1216 ?
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%
phmb220053350024082200005	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%
phmb220073350024082200002	1	0.1%
phmb220183250021082200001	1	0.1%
Other values (1206)	1206	99.2%

Most occurring characters

Value	Count	Frequency (%)
0	9941	32.7%
2	6583	21.7%
3	2672	8.8%
1	1651	5.4%
8	1553	5.1%
P	1216	4.0%
H	1216	4.0%
M	1216	4.0%
B	1216	4.0%
4	1080	3.6%
Other values (4)	2056	6.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	25536	84.0%
Uppercase Letter	4864	16.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	9941	38.9%
2	6583	25.8%
3	2672	10.5%
1	1651	6.5%
8	1553	6.1%
4	1080	4.2%
9	980	3.8%
5	603	2.4%
7	256	1.0%
6	217	0.8%

Uppercase Letter

Value	Count	Frequency (%)
P	1216	25.0%
H	1216	25.0%
M	1216	25.0%
B	1216	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	25536	84.0%
Latin	4864	16.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	9941	38.9%
2	6583	25.8%
3	2672	10.5%
1	1651	6.5%
8	1553	6.1%
4	1080	4.2%
9	980	3.8%
5	603	2.4%
7	256	1.0%
6	217	0.8%

Latin

Value	Count	Frequency (%)
P	1216	25.0%
H	1216	25.0%
M	1216	25.0%
B	1216	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	30400	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	9941	32.7%
2	6583	21.7%
3	2672	8.8%
1	1651	5.4%
8	1553	5.1%
P	1216	4.0%
H	1216	4.0%
M	1216	4.0%
B	1216	4.0%
4	1080	3.6%
Other values (4)	2056	6.8%

인허가일자
Date

Distinct	1114
Distinct (%)	91.6%
Missing	0
Missing (%)	0.0%
Memory size	9.6 KiB

Minimum	1971-05-18 00:00:00
Maximum	2023-05-30 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1216
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	762
3	446
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	762	62.7%
3	446	36.7%
4	8	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	762	62.7%
3	446	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	762
폐업	446
취소/말소/만료/정지/중지	8

Length

Max length	14
Median length	5
Mean length	3.9588816
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	762	62.7%
폐업	446	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	762	62.7%
폐업	446	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	762
3	446
24	8

Length

Max length	2
Median length	2
Mean length	1.6332237
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	762	62.7%
3	446	36.7%
24	8	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
13	762	62.7%
3	446	36.7%
24	8	0.7%

상세영업상태명
Categorical

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

영업중	762
폐업	446
직권폐업	8

Length

Max length	4
Median length	3
Mean length	2.6398026
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	762	62.7%
폐업	446	36.7%
직권폐업	8	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업중	762	62.7%
폐업	446	36.7%
직권폐업	8	0.7%

폐업일자
Date

MISSING

Distinct	403
Distinct (%)	92.9%
Missing	782
Missing (%)	64.3%
Memory size	9.6 KiB

Minimum	1985-11-28 00:00:00
Maximum	2023-05-31 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1216
Missing (%)	100.0%
Memory size	10.8 KiB

휴업종료일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1216
Missing (%)	100.0%
Memory size	10.8 KiB

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1216
Missing (%)	100.0%
Memory size	10.8 KiB

소재지전화
Text

MISSING

Distinct	966
Distinct (%)	94.2%
Missing	190
Missing (%)	15.6%
Memory size	9.6 KiB

Length

Max length	14
Median length	12
Mean length	11.309942
Min length	7

Characters and Unicode

Total characters	11604
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	914 ?
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%
051-816-4500	3	0.3%
051-625-8471	3	0.3%
051-647-5766	3	0.3%
261-6700	3	0.3%
051-623-7778	3	0.3%
051-337-7111	3	0.3%
051-315-2208	2	0.2%
524-4100	2	0.2%
051-611-0079	2	0.2%
Other values (956)	998	97.3%

Most occurring characters

Value	Count	Frequency (%)
-	1812	15.6%
0	1759	15.2%
5	1625	14.0%
1	1613	13.9%
2	876	7.5%
8	712	6.1%
7	712	6.1%
3	706	6.1%
6	700	6.0%
4	642	5.5%
Other values (4)	447	3.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	9749	84.0%
Dash Punctuation	1812	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	1759	18.0%
5	1625	16.7%
1	1613	16.5%
2	876	9.0%
8	712	7.3%
7	712	7.3%
3	706	7.2%
6	700	7.2%
4	642	6.6%
9	404	4.1%

Dash Punctuation

Value	Count	Frequency (%)
-	1812	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	11604	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
-	1812	15.6%
0	1759	15.2%
5	1625	14.0%
1	1613	13.9%
2	876	7.5%
8	712	6.1%
7	712	6.1%
3	706	6.1%
6	700	6.0%
4	642	5.5%
Other values (4)	447	3.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	11604	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
-	1812	15.6%
0	1759	15.2%
5	1625	14.0%
1	1613	13.9%
2	876	7.5%
8	712	6.1%
7	712	6.1%
3	706	6.1%
6	700	6.0%
4	642	5.5%
Other values (4)	447	3.9%

소재지면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1216
Missing (%)	100.0%
Memory size	10.8 KiB

소재지우편번호
Text

MISSING

Distinct	339
Distinct (%)	51.1%
Missing	552
Missing (%)	45.4%
Memory size	9.6 KiB

Length

Max length	7
Median length	7
Mean length	6.9909639
Min length	5

Characters and Unicode

Total characters	4642
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 (%)	28.8%

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%
614-030	7	1.1%
609-800	7	1.1%
608-805	7	1.1%
614-845	7	1.1%
616-852	7	1.1%
609-822	7	1.1%
619-963	6	0.9%
612-022	6	0.9%
Other values (329)	569	85.7%

Most occurring characters

Value	Count	Frequency (%)
6	772	16.6%
0	725	15.6%
-	661	14.2%
1	608	13.1%
8	517	11.1%
4	289	6.2%
2	279	6.0%
9	276	5.9%
3	256	5.5%
7	164	3.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3981	85.8%
Dash Punctuation	661	14.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
6	772	19.4%
0	725	18.2%
1	608	15.3%
8	517	13.0%
4	289	7.3%
2	279	7.0%
9	276	6.9%
3	256	6.4%
7	164	4.1%
5	95	2.4%

Dash Punctuation

Value	Count	Frequency (%)
-	661	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4642	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
6	772	16.6%
0	725	15.6%
-	661	14.2%
1	608	13.1%
8	517	11.1%
4	289	6.2%
2	279	6.0%
9	276	5.9%
3	256	5.5%
7	164	3.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4642	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
6	772	16.6%
0	725	15.6%
-	661	14.2%
1	608	13.1%
8	517	11.1%
4	289	6.2%
2	279	6.0%
9	276	5.9%
3	256	5.5%
7	164	3.5%

소재지전체주소
Text

MISSING

Distinct	1054
Distinct (%)	95.0%
Missing	106
Missing (%)	8.7%
Memory size	9.6 KiB

Length

Max length	48
Median length	41
Mean length	24.072973
Min length	3

Characters and Unicode

Total characters	26721
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	1003 ?
Unique (%)	90.4%

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	1081	19.4%
금정구	171	3.1%
부산진구	145	2.6%
1호	117	2.1%
남구	105	1.9%
사하구	87	1.6%
동래구	84	1.5%
중구	78	1.4%
해운대구	75	1.3%
북구	69	1.2%
Other values (1452)	3572	64.0%

Most occurring characters

Value	Count	Frequency (%)
	4489	16.8%
1	1409	5.3%
부	1394	5.2%
산	1332	5.0%
동	1232	4.6%
시	1128	4.2%
광	1117	4.2%
구	1109	4.2%
역	1086	4.1%
2	935	3.5%
Other values (314)	11490	43.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	15923	59.6%
Decimal Number	5811	21.7%
Space Separator	4489	16.8%
Dash Punctuation	329	1.2%
Uppercase Letter	64	0.2%
Other Punctuation	41	0.2%
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	1394	8.8%
산	1332	8.4%
동	1232	7.7%
시	1128	7.1%
광	1117	7.0%
구	1109	7.0%
역	1086	6.8%
지	811	5.1%
호	771	4.8%
번	755	4.7%
Other values (280)	5188	32.6%

Uppercase Letter

Value	Count	Frequency (%)
S	11	17.2%
K	10	15.6%
B	7	10.9%
E	6	9.4%
A	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	1409	24.2%
2	935	16.1%
3	641	11.0%
4	553	9.5%
5	487	8.4%
0	404	7.0%
6	377	6.5%
7	357	6.1%
8	332	5.7%
9	316	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 (%)
	4489	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	329	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	15923	59.6%
Common	10732	40.2%
Latin	66	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	1394	8.8%
산	1332	8.4%
동	1232	7.7%
시	1128	7.1%
광	1117	7.0%
구	1109	7.0%
역	1086	6.8%
지	811	5.1%
호	771	4.8%
번	755	4.7%
Other values (280)	5188	32.6%

Common

Value	Count	Frequency (%)
	4489	41.8%
1	1409	13.1%
2	935	8.7%
3	641	6.0%
4	553	5.2%
5	487	4.5%
0	404	3.8%
6	377	3.5%
7	357	3.3%
8	332	3.1%
Other values (9)	748	7.0%

Latin

Value	Count	Frequency (%)
S	11	16.7%
K	10	15.2%
B	7	10.6%
E	6	9.1%
A	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	15923	59.6%
ASCII	10798	40.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	4489	41.6%
1	1409	13.0%
2	935	8.7%
3	641	5.9%
4	553	5.1%
5	487	4.5%
0	404	3.7%
6	377	3.5%
7	357	3.3%
8	332	3.1%
Other values (24)	814	7.5%

Hangul

Value	Count	Frequency (%)
부	1394	8.8%
산	1332	8.4%
동	1232	7.7%
시	1128	7.1%
광	1117	7.0%
구	1109	7.0%
역	1086	6.8%
지	811	5.1%
호	771	4.8%
번	755	4.7%
Other values (280)	5188	32.6%

도로명전체주소
Text

MISSING

Distinct	1060
Distinct (%)	93.5%
Missing	82
Missing (%)	6.7%
Memory size	9.6 KiB

Length

Max length	64
Median length	50
Mean length	28.319224
Min length	20

Characters and Unicode

Total characters	32114
Distinct characters	369
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	999 ?
Unique (%)	88.1%

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	1135	17.6%
1층	199	3.1%
금정구	155	2.4%
부산진구	144	2.2%
해운대구	104	1.6%
남구	94	1.5%
동래구	92	1.4%
사하구	90	1.4%
중구	78	1.2%
부전동	71	1.1%
Other values (1401)	4286	66.5%

Most occurring characters

Value	Count	Frequency (%)
	5318	16.6%
부	1449	4.5%
동	1434	4.5%
산	1384	4.3%
시	1224	3.8%
광	1223	3.8%
구	1168	3.6%
1	1148	3.6%
역	1139	3.5%
로	1119	3.5%
Other values (359)	15508	48.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	19185	59.7%
Space Separator	5318	16.6%
Decimal Number	4528	14.1%
Close Punctuation	1115	3.5%
Open Punctuation	1115	3.5%
Other Punctuation	588	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	1449	7.6%
동	1434	7.5%
산	1384	7.2%
시	1224	6.4%
광	1223	6.4%
구	1168	6.1%
역	1139	5.9%
로	1119	5.8%
대	600	3.1%
층	304	1.6%
Other values (318)	8141	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%
Y	4	5.1%
G	4	5.1%
U	4	5.1%
Other values (7)	7	8.9%

Decimal Number

Value	Count	Frequency (%)
1	1148	25.4%
2	695	15.3%
3	424	9.4%
0	405	8.9%
4	389	8.6%
5	333	7.4%
7	329	7.3%
6	305	6.7%
9	261	5.8%
8	239	5.3%

Lowercase Letter

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

Other Punctuation

Value	Count	Frequency (%)
,	584	99.3%
.	4	0.7%

Space Separator

Value	Count	Frequency (%)
	5318	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1115	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1115	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	19185	59.7%
Common	12841	40.0%
Latin	88	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	1449	7.6%
동	1434	7.5%
산	1384	7.2%
시	1224	6.4%
광	1223	6.4%
구	1168	6.1%
역	1139	5.9%
로	1119	5.8%
대	600	3.1%
층	304	1.6%
Other values (318)	8141	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%
Y	4	4.5%
G	4	4.5%
U	4	4.5%
Other values (14)	16	18.2%

Common

Value	Count	Frequency (%)
	5318	41.4%
1	1148	8.9%
)	1115	8.7%
(	1115	8.7%
2	695	5.4%
,	584	4.5%
3	424	3.3%
0	405	3.2%
4	389	3.0%
5	333	2.6%
Other values (7)	1315	10.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	19185	59.7%
ASCII	12929	40.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	5318	41.1%
1	1148	8.9%
)	1115	8.6%
(	1115	8.6%
2	695	5.4%
,	584	4.5%
3	424	3.3%
0	405	3.1%
4	389	3.0%
5	333	2.6%
Other values (31)	1403	10.9%

Hangul

Value	Count	Frequency (%)
부	1449	7.6%
동	1434	7.5%
산	1384	7.2%
시	1224	6.4%
광	1223	6.4%
구	1168	6.1%
역	1139	5.9%
로	1119	5.8%
대	600	3.1%
층	304	1.6%
Other values (318)	8141	42.4%

도로명우편번호
Text

MISSING

Distinct	551
Distinct (%)	57.3%
Missing	255
Missing (%)	21.0%
Memory size	9.6 KiB

Length

Max length	7
Median length	5
Mean length	5.1207076
Min length	5

Characters and Unicode

Total characters	4921
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 (%)	36.5%

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	1.1%
48945	10	1.0%
46576	8	0.8%
47254	8	0.8%
47295	8	0.8%
47296	7	0.7%
47286	7	0.7%
47289	7	0.7%
Other values (541)	861	89.6%

Most occurring characters

Value	Count	Frequency (%)
4	1213	24.6%
8	549	11.2%
7	519	10.5%
6	491	10.0%
9	435	8.8%
2	379	7.7%
5	371	7.5%
0	330	6.7%
1	312	6.3%
3	264	5.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4863	98.8%
Dash Punctuation	58	1.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	1213	24.9%
8	549	11.3%
7	519	10.7%
6	491	10.1%
9	435	8.9%
2	379	7.8%
5	371	7.6%
0	330	6.8%
1	312	6.4%
3	264	5.4%

Dash Punctuation

Value	Count	Frequency (%)
-	58	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4921	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	1213	24.6%
8	549	11.2%
7	519	10.5%
6	491	10.0%
9	435	8.8%
2	379	7.7%
5	371	7.5%
0	330	6.7%
1	312	6.3%
3	264	5.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4921	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	1213	24.6%
8	549	11.2%
7	519	10.5%
6	491	10.0%
9	435	8.8%
2	379	7.7%
5	371	7.5%
0	330	6.7%
1	312	6.3%
3	264	5.4%

사업장명
Text

Distinct	973
Distinct (%)	80.0%
Missing	0
Missing (%)	0.0%
Memory size	9.6 KiB

Length

Max length	19
Median length	17
Mean length	6.9383224
Min length	2

Characters and Unicode

Total characters	8437
Distinct characters	416
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	857 ?
Unique (%)	70.5%

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	45	2.9%
갤러리안경	29	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%
이노티안경	11	0.7%
Other values (972)	1309	84.1%

Most occurring characters

Value	Count	Frequency (%)
안	1100	13.0%
경	1098	13.0%
원	406	4.8%
	340	4.0%
점	297	3.5%
이	280	3.3%
아	223	2.6%
스	197	2.3%
리	131	1.6%
0	93	1.1%
Other values (406)	4272	50.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	7578	89.8%
Space Separator	340	4.0%
Decimal Number	188	2.2%
Lowercase Letter	90	1.1%
Uppercase Letter	90	1.1%
Close Punctuation	61	0.7%
Open Punctuation	61	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	1100	14.5%
경	1098	14.5%
원	406	5.4%
점	297	3.9%
이	280	3.7%
아	223	2.9%
스	197	2.6%
리	131	1.7%
트	89	1.2%
러	83	1.1%
Other values (348)	3674	48.5%

Uppercase Letter

Value	Count	Frequency (%)
O	14	15.6%
E	9	10.0%
S	8	8.9%
L	6	6.7%
K	5	5.6%
N	5	5.6%
G	5	5.6%
M	4	4.4%
I	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%
c	9	10.0%
a	9	10.0%
l	7	7.8%
i	6	6.7%
o	6	6.7%
t	5	5.6%
s	5	5.6%
h	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 (%)
	340	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	61	100.0%

Open 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	7578	89.8%
Common	678	8.0%
Latin	180	2.1%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
안	1100	14.5%
경	1098	14.5%
원	406	5.4%
점	297	3.9%
이	280	3.7%
아	223	2.9%
스	197	2.6%
리	131	1.7%
트	89	1.2%
러	83	1.1%
Other values (348)	3674	48.5%

Latin

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

Common

Value	Count	Frequency (%)
	340	50.1%
0	93	13.7%
)	61	9.0%
(	61	9.0%
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	7577	89.8%
ASCII	853	10.1%
None	5	0.1%
CJK	1	< 0.1%
Enclosed Alphanum	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
안	1100	14.5%
경	1098	14.5%
원	406	5.4%
점	297	3.9%
이	280	3.7%
아	223	2.9%
스	197	2.6%
리	131	1.7%
트	89	1.2%
러	83	1.1%
Other values (347)	3673	48.5%

ASCII

Value	Count	Frequency (%)
	340	39.9%
0	93	10.9%
)	61	7.2%
(	61	7.2%
1	42	4.9%
5	23	2.7%
8	21	2.5%
e	16	1.9%
O	14	1.6%
.	14	1.6%
Other values (45)	168	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	1190
Distinct (%)	97.9%
Missing	0
Missing (%)	0.0%
Memory size	9.6 KiB

Minimum	2008-11-20 14:16:39
Maximum	2023-05-31 13:41:27

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	896
U	320

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	896	73.7%
U	320	26.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	896	73.7%
u	320	26.3%

데이터갱신일자
Date

Distinct	350
Distinct (%)	28.8%
Missing	0
Missing (%)	0.0%
Memory size	9.6 KiB

Minimum	2018-08-31 23:59:59
Maximum	2023-06-02 02:40:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1216
Missing (%)	100.0%
Memory size	10.8 KiB

좌표정보(x)
Real number (ℝ)

MISSING

Distinct	952
Distinct (%)	84.7%
Missing	92
Missing (%)	7.6%
Infinite	0
Infinite (%)	0.0%
Mean	388135.07

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	379712.13
Q1	384874.52
median	388513.46
Q3	391309.52
95-th percentile	397583.14
Maximum	407446.39
Range	40338.198
Interquartile range (IQR)	6435.0014

Descriptive statistics

Standard deviation	5335.1025
Coefficient of variation (CV)	0.013745479
Kurtosis	0.52190217
Mean	388135.07
Median Absolute Deviation (MAD)	3269.5661
Skewness	0.047125371
Sum	4.3626382 × 10⁸
Variance	28463318
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
387271.299492377	7	0.6%
387618.822819678	7	0.6%
387920.292113406	5	0.4%
389816.233000769	5	0.4%
393952.264486105	5	0.4%
389314.662086382	5	0.4%
398237.363461482	5	0.4%
384874.515689472	4	0.3%
384903.52410762	4	0.3%
385590.814676765	4	0.3%
Other values (942)	1073	88.2%
(Missing)	92	7.6%

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	952
Distinct (%)	84.7%
Missing	92
Missing (%)	7.6%
Infinite	0
Infinite (%)	0.0%
Mean	187381.04

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	178684.73
Q1	183542.35
median	187126.28
Q3	191884
95-th percentile	196359.03
Maximum	206209.45
Range	32192.899
Interquartile range (IQR)	8341.6462

Descriptive statistics

Standard deviation	5891.0536
Coefficient of variation (CV)	0.031438899
Kurtosis	-0.16153734
Mean	187381.04
Median Absolute Deviation (MAD)	4404.3768
Skewness	0.19355474
Sum	2.1061629 × 10⁸
Variance	34704512
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
186099.137533193	7	0.6%
186273.478853335	7	0.6%
186157.316240541	5	0.4%
193329.605871168	5	0.4%
187602.933160728	5	0.4%
194669.898821674	5	0.4%
187720.511056894	5	0.4%
179978.235223733	4	0.3%
179742.031632526	4	0.3%
179553.867031936	4	0.3%
Other values (942)	1073	88.2%
(Missing)	92	7.6%

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	9.6 KiB

1	1006
0	170
2	35
<NA>	4
3	1

Length

Max length	4
Median length	1
Mean length	1.0098684
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	1006	82.7%
0	170	14.0%
2	35	2.9%
<NA>	4	0.3%
3	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	1006	82.7%
0	170	14.0%
2	35	2.9%
na	4	0.3%
3	1	0.1%

표본렌즈수
Categorical

IMBALANCE

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

1	904
0	243
2	33
<NA>	29
3	6

Length

Max length	4
Median length	1
Mean length	1.0731908
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	74.3%
0	243	20.0%
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	74.3%
0	243	20.0%
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	0.8565365

Minimum	0
Maximum	11
Zeros	243
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	1
Maximum	11
Range	11
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.59789682
Coefficient of variation (CV)	0.69804009
Kurtosis	73.593438
Mean	0.8565365
Median Absolute Deviation (MAD)	0
Skewness	4.6251636
Sum	1009
Variance	0.3574806
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
1	883	72.6%
0	243	20.0%
2	43	3.5%
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	243	20.0%
1	883	72.6%
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	72.6%
0	243	20.0%

동공거리측정기수
Real number (ℝ)

ZEROS

Distinct	7
Distinct (%)	0.6%
Missing	4
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.92986799

Minimum	0
Maximum	10
Zeros	172
Zeros (%)	14.1%
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	0.58824065
Coefficient of variation (CV)	0.63260663
Kurtosis	57.467205
Mean	0.92986799
Median Absolute Deviation (MAD)	0
Skewness	4.6470289
Sum	1127
Variance	0.34602707
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
1	990	81.4%
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)	4	0.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	172	14.1%
1	990	81.4%
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	990	81.4%
0	172	14.1%

정점굴절계기수
Real number (ℝ)

ZEROS

Distinct	6
Distinct (%)	0.5%
Missing	6
Missing (%)	0.5%
Infinite	0
Infinite (%)	0.0%
Mean	1.0214876

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	0.62577748
Coefficient of variation (CV)	0.61261388
Kurtosis	4.972094
Mean	1.0214876
Median Absolute Deviation (MAD)	0
Skewness	1.2829456
Sum	1236
Variance	0.39159745
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1	889	73.1%
0	170	14.0%
2	114	9.4%
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	889	73.1%
2	114	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	114	9.4%
1	889	73.1%
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	248
<NA>	39
2	27
3	1

Length

Max length	4
Median length	1
Mean length	1.0962171
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	74.1%
0	248	20.4%
<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	74.1%
0	248	20.4%
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	247
<NA>	39
2	19
3	1

Length

Max length	4
Median length	1
Mean length	1.0962171
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	74.8%
0	247	20.3%
<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	74.8%
0	247	20.3%
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	0.90059473

Minimum	0
Maximum	5
Zeros	247
Zeros (%)	20.3%
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	0.59287836
Coefficient of variation (CV)	0.65831871
Kurtosis	4.8924764
Mean	0.90059473
Median Absolute Deviation (MAD)	0
Skewness	0.83964793
Sum	1060
Variance	0.35150475
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1	817	67.2%
0	247	20.3%
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	247	20.3%
1	817	67.2%
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	67.2%
0	247	20.3%

안경세척기수
Real number (ℝ)

MISSING ZEROS

Distinct	6
Distinct (%)	0.5%
Missing	38
Missing (%)	3.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.93293718

Minimum	0
Maximum	5
Zeros	246
Zeros (%)	20.2%
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	2
Maximum	5
Range	5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.63171762
Coefficient of variation (CV)	0.67712771
Kurtosis	3.0951256
Mean	0.93293718
Median Absolute Deviation (MAD)	0
Skewness	0.80297653
Sum	1099
Variance	0.39906715
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1	791	65.0%
0	246	20.2%
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	246	20.2%
1	791	65.0%
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	65.0%
0	246	20.2%

총면적
Real number (ℝ)

MISSING ZEROS

Distinct	533
Distinct (%)	71.2%
Missing	467
Missing (%)	38.4%
Infinite	0
Infinite (%)	0.0%
Mean	73.81984

Minimum	0
Maximum	723.02
Zeros	105
Zeros (%)	8.6%
Negative	0
Negative (%)	0.0%
Memory size	10.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	30
median	57.67
Q3	97.38
95-th percentile	210
Maximum	723.02
Range	723.02
Interquartile range (IQR)	67.38

Descriptive statistics

Standard deviation	71.855083
Coefficient of variation (CV)	0.97338443
Kurtosis	17.341864
Mean	73.81984
Median Absolute Deviation (MAD)	31.97
Skewness	2.9012539
Sum	55291.06
Variance	5163.1529
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	105	8.6%
33.0	10	0.8%
66.0	6	0.5%
49.5	5	0.4%
60.0	5	0.4%
46.2	4	0.3%
56.0	4	0.3%
105.0	4	0.3%
99.0	4	0.3%
57.6	4	0.3%
Other values (523)	598	49.2%
(Missing)	467	38.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	105	8.6%
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	1216
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
1206	1207	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>
1207	1208	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>
1208	1209	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>
1209	1210	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>
1210	1211	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>
1211	1212	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>
1212	1213	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>
1213	1214	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>
1214	1215	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>
1215	1216	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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