gimi9 Pandas Profiling

Dataset statistics

Number of variables	37
Number of observations	1572
Missing cells	16259
Missing cells (%)	28.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	479.1 KiB
Average record size in memory	312.1 B

Variable types

Numeric	5
Categorical	13
Text	7
DateTime	6
Unsupported	6

Dataset

Description	23년06월_6270000_대구광역시_10_32_01_P_당구장업
Author	대구광역시
URL	http://data.daegu.go.kr/open/data/dataView.do?dataSetId=DMI_0000098595&dataSetDetailId=DDI_0000098612&provdMethod=FILE

Alerts

`개방서비스명` has constant value ""	Constant
`개방서비스아이디` has constant value ""	Constant
`문화체육업종명` has constant value ""	Constant
`공사립구분명` has constant value ""	Constant
`지도자수` is highly imbalanced (73.8%)	Imbalance
`회원모집총인원` is highly imbalanced (59.3%)	Imbalance
`인허가취소일자` has 1572 (100.0%) missing values	Missing
`폐업일자` has 439 (27.9%) missing values	Missing
`휴업시작일자` has 1569 (99.8%) missing values	Missing
`휴업종료일자` has 1569 (99.8%) missing values	Missing
`재개업일자` has 1572 (100.0%) missing values	Missing
`소재지전화` has 685 (43.6%) missing values	Missing
`소재지면적` has 1572 (100.0%) missing values	Missing
`소재지우편번호` has 527 (33.5%) missing values	Missing
`소재지전체주소` has 52 (3.3%) missing values	Missing
`도로명전체주소` has 57 (3.6%) missing values	Missing
`도로명우편번호` has 822 (52.3%) missing values	Missing
`업태구분명` has 1572 (100.0%) missing values	Missing
`좌표정보(X)` has 20 (1.3%) missing values	Missing
`좌표정보(Y)` has 20 (1.3%) missing values	Missing
`건축물연면적` has 1067 (67.9%) missing values	Missing
`세부업종명` has 1572 (100.0%) missing values	Missing
`법인명` has 1572 (100.0%) missing values	Missing
`건축물연면적` is highly skewed (γ1 = 21.91053462)	Skewed
`번호` has unique values	Unique
`최종수정시점` has unique values	Unique
`인허가취소일자` 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
`세부업종명` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`법인명` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`건축물연면적` has 92 (5.9%) zeros	Zeros

Reproduction

Analysis started	2023-08-15 06:22:26.031062
Analysis finished	2023-08-15 06:22:27.967263
Duration	1.94 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	1572
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	786.5

Minimum	1
Maximum	1572
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.9 KiB

Quantile statistics

Minimum	1
5-th percentile	79.55
Q1	393.75
median	786.5
Q3	1179.25
95-th percentile	1493.45
Maximum	1572
Range	1571
Interquartile range (IQR)	785.5

Descriptive statistics

Standard deviation	453.94163
Coefficient of variation (CV)	0.57716672
Kurtosis	-1.2
Mean	786.5
Median Absolute Deviation (MAD)	393
Skewness	0
Sum	1236378
Variance	206063
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	0.1%
1058	1	0.1%
1056	1	0.1%
1055	1	0.1%
1054	1	0.1%
1053	1	0.1%
1052	1	0.1%
1051	1	0.1%
1050	1	0.1%
1049	1	0.1%
Other values (1562)	1562	99.4%

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 (%)
1572	1	0.1%
1571	1	0.1%
1570	1	0.1%
1569	1	0.1%
1568	1	0.1%
1567	1	0.1%
1566	1	0.1%
1565	1	0.1%
1564	1	0.1%
1563	1	0.1%

개방서비스명
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.4 KiB

당구장업	1572

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
당구장업	1572	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
당구장업	1572	100.0%

개방서비스아이디
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.4 KiB

10_32_01_P	1572

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	10_32_01_P
2nd row	10_32_01_P
3rd row	10_32_01_P
4th row	10_32_01_P
5th row	10_32_01_P

Common Values

Value	Count	Frequency (%)
10_32_01_P	1572	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
10_32_01_p	1572	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	8
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3449936.4

Minimum	3410000
Maximum	3480000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.9 KiB

Quantile statistics

Minimum	3410000
5-th percentile	3415500
Q1	3430000
median	3450000
Q3	3470000
95-th percentile	3480000
Maximum	3480000
Range	70000
Interquartile range (IQR)	40000

Descriptive statistics

Standard deviation	20536.931
Coefficient of variation (CV)	0.0059528433
Kurtosis	-1.0371038
Mean	3449936.4
Median Absolute Deviation (MAD)	20000
Skewness	-0.41305484
Sum	5.4233 × 10⁹
Variance	4.2176552 × 10⁸
Monotonicity	Increasing

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
3470000	413	26.3%
3450000	312	19.8%
3420000	213	13.5%
3460000	200	12.7%
3430000	138	8.8%
3440000	114	7.3%
3480000	103	6.6%
3410000	79	5.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3410000	79	5.0%
3420000	213	13.5%
3430000	138	8.8%
3440000	114	7.3%
3450000	312	19.8%
3460000	200	12.7%
3470000	413	26.3%
3480000	103	6.6%

Value	Count	Frequency (%)
3480000	103	6.6%
3470000	413	26.3%
3460000	200	12.7%
3450000	312	19.8%
3440000	114	7.3%
3430000	138	8.8%
3420000	213	13.5%
3410000	79	5.0%

관리번호
Text

Distinct	498
Distinct (%)	31.7%
Missing	0
Missing (%)	0.0%
Memory size	12.4 KiB

Length

Max length	20
Median length	20
Mean length	20
Min length	20

Characters and Unicode

Total characters	31440
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	167 ?
Unique (%)	10.6%

Sample

1st row	CDFH3301082014000001
2nd row	CDFH3301082015000001
3rd row	CDFH3301082019000001
4th row	CDFH3301082021000002
5th row	CDFH3301082018000002

Value	Count	Frequency (%)
cdfh3301082008000002	8	0.5%
cdfh3301082004000001	8	0.5%
cdfh3301082007000005	8	0.5%
cdfh3301082008000005	8	0.5%
cdfh3301082008000006	8	0.5%
cdfh3301082008000009	8	0.5%
cdfh3301082008000010	8	0.5%
cdfh3301082009000004	8	0.5%
cdfh3301082008000004	8	0.5%
cdfh3301082008000007	8	0.5%
Other values (488)	1492	94.9%

Most occurring characters

Value	Count	Frequency (%)
0	12959	41.2%
3	3551	11.3%
1	2906	9.2%
2	1959	6.2%
8	1945	6.2%
C	1572	5.0%
D	1572	5.0%
F	1572	5.0%
H	1572	5.0%
9	565	1.8%
Other values (4)	1267	4.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	25152	80.0%
Uppercase Letter	6288	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	12959	51.5%
3	3551	14.1%
1	2906	11.6%
2	1959	7.8%
8	1945	7.7%
9	565	2.2%
7	394	1.6%
6	324	1.3%
4	289	1.1%
5	260	1.0%

Uppercase Letter

Value	Count	Frequency (%)
C	1572	25.0%
D	1572	25.0%
F	1572	25.0%
H	1572	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	25152	80.0%
Latin	6288	20.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	12959	51.5%
3	3551	14.1%
1	2906	11.6%
2	1959	7.8%
8	1945	7.7%
9	565	2.2%
7	394	1.6%
6	324	1.3%
4	289	1.1%
5	260	1.0%

Latin

Value	Count	Frequency (%)
C	1572	25.0%
D	1572	25.0%
F	1572	25.0%
H	1572	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	31440	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	12959	41.2%
3	3551	11.3%
1	2906	9.2%
2	1959	6.2%
8	1945	6.2%
C	1572	5.0%
D	1572	5.0%
F	1572	5.0%
H	1572	5.0%
9	565	1.8%
Other values (4)	1267	4.0%

인허가일자
Date

Distinct	1287
Distinct (%)	81.9%
Missing	0
Missing (%)	0.0%
Memory size	12.4 KiB

Minimum	1981-01-08 00:00:00
Maximum	2023-05-02 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1572
Missing (%)	100.0%
Memory size	13.9 KiB

영업상태구분코드
Categorical

Distinct	4
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	12.4 KiB

3	1006
1	431
4	132
2	3

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
3	1006	64.0%
1	431	27.4%
4	132	8.4%
2	3	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	1006	64.0%
1	431	27.4%
4	132	8.4%
2	3	0.2%

영업상태명
Categorical

Distinct	4
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	12.4 KiB

폐업	1006
영업/정상	431
취소/말소/만료/정지/중지	132
휴업	3

Length

Max length	14
Median length	2
Mean length	3.8301527
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	1006	64.0%
영업/정상	431	27.4%
취소/말소/만료/정지/중지	132	8.4%
휴업	3	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	1006	64.0%
영업/정상	431	27.4%
취소/말소/만료/정지/중지	132	8.4%
휴업	3	0.2%

상세영업상태코드
Categorical

Distinct	5
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	12.4 KiB

3	1005
13	431
35	132
2	3
34	1

Length

Max length	2
Median length	1
Mean length	1.3587786
Min length	1

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	13
2nd row	13
3rd row	13
4th row	13
5th row	13

Common Values

Value	Count	Frequency (%)
3	1005	63.9%
13	431	27.4%
35	132	8.4%
2	3	0.2%
34	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	1005	63.9%
13	431	27.4%
35	132	8.4%
2	3	0.2%
34	1	0.1%

상세영업상태명
Categorical

Distinct	5
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	12.4 KiB

폐업	1005
영업중	431
직권말소	132
휴업	3
영업장폐쇄	1

Length

Max length	5
Median length	2
Mean length	2.4440204
Min length	2

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	1005	63.9%
영업중	431	27.4%
직권말소	132	8.4%
휴업	3	0.2%
영업장폐쇄	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	1005	63.9%
영업중	431	27.4%
직권말소	132	8.4%
휴업	3	0.2%
영업장폐쇄	1	0.1%

폐업일자
Date

MISSING

Distinct	865
Distinct (%)	76.3%
Missing	439
Missing (%)	27.9%
Memory size	12.4 KiB

Minimum	1997-03-07 00:00:00
Maximum	2023-06-29 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Date

MISSING

Distinct	3
Distinct (%)	100.0%
Missing	1569
Missing (%)	99.8%
Memory size	12.4 KiB

Minimum	2009-02-26 00:00:00
Maximum	2021-07-01 00:00:00

Histogram

Histogram with fixed size bins (bins=3)

휴업종료일자
Date

MISSING

Distinct	3
Distinct (%)	100.0%
Missing	1569
Missing (%)	99.8%
Memory size	12.4 KiB

Minimum	2009-05-25 00:00:00
Maximum	2024-12-31 00:00:00

Histogram

Histogram with fixed size bins (bins=3)

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1572
Missing (%)	100.0%
Memory size	13.9 KiB

소재지전화
Text

MISSING

Distinct	863
Distinct (%)	97.3%
Missing	685
Missing (%)	43.6%
Memory size	12.4 KiB

Length

Max length	13
Median length	8
Mean length	9.7655017
Min length	7

Characters and Unicode

Total characters	8662
Distinct characters	13
Distinct categories	4 ?
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	841 ?
Unique (%)	94.8%

Sample

1st row	070-4045-0991
2nd row	0532570006
3rd row	422-2623
4th row	427-6030
5th row	257-8685

Value	Count	Frequency (%)
382-3975	3	0.3%
053-761-0504	3	0.3%
957-8985	2	0.2%
624-7891	2	0.2%
323-5427	2	0.2%
053-644-4439	2	0.2%
053-582-0822	2	0.2%
426-6403	2	0.2%
357-2235	2	0.2%
323-1979	2	0.2%
Other values (853)	865	97.5%

Most occurring characters

Value	Count	Frequency (%)
-	1243	14.4%
5	1217	14.0%
3	1048	12.1%
0	864	10.0%
9	685	7.9%
2	678	7.8%
6	641	7.4%
7	621	7.2%
8	581	6.7%
1	549	6.3%
Other values (3)	535	6.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	7412	85.6%
Dash Punctuation	1243	14.4%
Close Punctuation	6	0.1%
Open Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	1217	16.4%
3	1048	14.1%
0	864	11.7%
9	685	9.2%
2	678	9.1%
6	641	8.6%
7	621	8.4%
8	581	7.8%
1	549	7.4%
4	528	7.1%

Dash Punctuation

Value	Count	Frequency (%)
-	1243	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	6	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	8662	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
-	1243	14.4%
5	1217	14.0%
3	1048	12.1%
0	864	10.0%
9	685	7.9%
2	678	7.8%
6	641	7.4%
7	621	7.2%
8	581	6.7%
1	549	6.3%
Other values (3)	535	6.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8662	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
-	1243	14.4%
5	1217	14.0%
3	1048	12.1%
0	864	10.0%
9	685	7.9%
2	678	7.8%
6	641	7.4%
7	621	7.2%
8	581	6.7%
1	549	6.3%
Other values (3)	535	6.2%

소재지면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1572
Missing (%)	100.0%
Memory size	13.9 KiB

소재지우편번호
Text

MISSING

Distinct	345
Distinct (%)	33.0%
Missing	527
Missing (%)	33.5%
Memory size	12.4 KiB

Length

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

Characters and Unicode

Total characters	7315
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	132 ?
Unique (%)	12.6%

Sample

1st row	700-835
2nd row	700-847
3rd row	700-111
4th row	700-413
5th row	700-060

Value	Count	Frequency (%)
704-940	24	2.3%
704-921	20	1.9%
705-816	18	1.7%
704-922	16	1.5%
700-411	15	1.4%
704-947	11	1.1%
704-946	11	1.1%
702-886	11	1.1%
702-842	10	1.0%
711-852	10	1.0%
Other values (335)	899	86.0%

Most occurring characters

Value	Count	Frequency (%)
0	1440	19.7%
7	1147	15.7%
-	1045	14.3%
8	820	11.2%
4	621	8.5%
2	559	7.6%
1	559	7.6%
3	355	4.9%
9	304	4.2%
6	256	3.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	6270	85.7%
Dash Punctuation	1045	14.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1440	23.0%
7	1147	18.3%
8	820	13.1%
4	621	9.9%
2	559	8.9%
1	559	8.9%
3	355	5.7%
9	304	4.8%
6	256	4.1%
5	209	3.3%

Dash Punctuation

Value	Count	Frequency (%)
-	1045	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	7315	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1440	19.7%
7	1147	15.7%
-	1045	14.3%
8	820	11.2%
4	621	8.5%
2	559	7.6%
1	559	7.6%
3	355	4.9%
9	304	4.2%
6	256	3.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7315	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1440	19.7%
7	1147	15.7%
-	1045	14.3%
8	820	11.2%
4	621	8.5%
2	559	7.6%
1	559	7.6%
3	355	4.9%
9	304	4.2%
6	256	3.5%

소재지전체주소
Text

MISSING

Distinct	1407
Distinct (%)	92.6%
Missing	52
Missing (%)	3.3%
Memory size	12.4 KiB

Length

Max length	43
Median length	39
Mean length	23.496711
Min length	14

Characters and Unicode

Total characters	35715
Distinct characters	214
Distinct categories	8 ?
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	1302 ?
Unique (%)	85.7%

Sample

1st row	대구광역시 중구 남산동 609-4 3층
2nd row	대구광역시 중구 동인동4가 191번지 2층
3rd row	대구광역시 중구 대봉동 55-158번지
4th row	대구광역시 중구 포정동 51-1
5th row	대구광역시 중구 삼덕동1가 22-9번지

Value	Count	Frequency (%)
대구광역시	1520	22.1%
달서구	372	5.4%
북구	312	4.5%
동구	213	3.1%
수성구	200	2.9%
3층	170	2.5%
2층	170	2.5%
서구	131	1.9%
남구	114	1.7%
달성군	99	1.4%
Other values (1591)	3584	52.1%

Most occurring characters

Value	Count	Frequency (%)
	6863	19.2%
구	2963	8.3%
동	1737	4.9%
대	1669	4.7%
1	1616	4.5%
시	1529	4.3%
광	1522	4.3%
역	1520	4.3%
지	1347	3.8%
-	1330	3.7%
Other values (204)	13619	38.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	19791	55.4%
Decimal Number	7516	21.0%
Space Separator	6863	19.2%
Dash Punctuation	1330	3.7%
Open Punctuation	93	0.3%
Close Punctuation	93	0.3%
Uppercase Letter	18	0.1%
Other Punctuation	11	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
구	2963	15.0%
동	1737	8.8%
대	1669	8.4%
시	1529	7.7%
광	1522	7.7%
역	1520	7.7%
지	1347	6.8%
번	1227	6.2%
층	540	2.7%
서	535	2.7%
Other values (180)	5202	26.3%

Decimal Number

Value	Count	Frequency (%)
1	1616	21.5%
2	1110	14.8%
3	945	12.6%
4	695	9.2%
5	621	8.3%
0	582	7.7%
6	510	6.8%
7	497	6.6%
9	470	6.3%
8	470	6.3%

Uppercase Letter

Value	Count	Frequency (%)
B	8	44.4%
F	4	22.2%
A	2	11.1%
L	1	5.6%
M	1	5.6%
J	1	5.6%
D	1	5.6%

Other Punctuation

Value	Count	Frequency (%)
,	6	54.5%
.	4	36.4%
/	1	9.1%

Space Separator

Value	Count	Frequency (%)
	6863	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1330	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	93	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	93	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	19791	55.4%
Common	15906	44.5%
Latin	18	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
구	2963	15.0%
동	1737	8.8%
대	1669	8.4%
시	1529	7.7%
광	1522	7.7%
역	1520	7.7%
지	1347	6.8%
번	1227	6.2%
층	540	2.7%
서	535	2.7%
Other values (180)	5202	26.3%

Common

Value	Count	Frequency (%)
	6863	43.1%
1	1616	10.2%
-	1330	8.4%
2	1110	7.0%
3	945	5.9%
4	695	4.4%
5	621	3.9%
0	582	3.7%
6	510	3.2%
7	497	3.1%
Other values (7)	1137	7.1%

Latin

Value	Count	Frequency (%)
B	8	44.4%
F	4	22.2%
A	2	11.1%
L	1	5.6%
M	1	5.6%
J	1	5.6%
D	1	5.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	19791	55.4%
ASCII	15924	44.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	6863	43.1%
1	1616	10.1%
-	1330	8.4%
2	1110	7.0%
3	945	5.9%
4	695	4.4%
5	621	3.9%
0	582	3.7%
6	510	3.2%
7	497	3.1%
Other values (14)	1155	7.3%

Hangul

Value	Count	Frequency (%)
구	2963	15.0%
동	1737	8.8%
대	1669	8.4%
시	1529	7.7%
광	1522	7.7%
역	1520	7.7%
지	1347	6.8%
번	1227	6.2%
층	540	2.7%
서	535	2.7%
Other values (180)	5202	26.3%

도로명전체주소
Text

MISSING

Distinct	1431
Distinct (%)	94.5%
Missing	57
Missing (%)	3.6%
Memory size	12.4 KiB

Length

Max length	51
Median length	46
Mean length	26.661386
Min length	20

Characters and Unicode

Total characters	40392
Distinct characters	260
Distinct categories	9 ?
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	1352 ?
Unique (%)	89.2%

Sample

1st row	대구광역시 중구 명덕로35길 99, 3층 (남산동)
2nd row	대구광역시 중구 국채보상로140길 13, 2층 (동인동4가)
3rd row	대구광역시 중구 대봉로 234, 2층 (대봉동)
4th row	대구광역시 중구 경상감영길 94, 2층 (포정동)
5th row	대구광역시 중구 동성로5길 75 (삼덕동1가)

Value	Count	Frequency (%)
대구광역시	1515	18.5%
달서구	408	5.0%
북구	309	3.8%
동구	209	2.5%
수성구	194	2.4%
2층	156	1.9%
서구	137	1.7%
3층	132	1.6%
남구	111	1.4%
달성군	92	1.1%
Other values (1417)	4947	60.3%

Most occurring characters

Value	Count	Frequency (%)
	7285	18.0%
구	3139	7.8%
대	2004	5.0%
동	1996	4.9%
시	1537	3.8%
역	1521	3.8%
광	1519	3.8%
로	1508	3.7%
(	1492	3.7%
)	1492	3.7%
Other values (250)	16899	41.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	23253	57.6%
Space Separator	7285	18.0%
Decimal Number	5788	14.3%
Open Punctuation	1492	3.7%
Close Punctuation	1492	3.7%
Other Punctuation	849	2.1%
Dash Punctuation	213	0.5%
Uppercase Letter	19	< 0.1%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
구	3139	13.5%
대	2004	8.6%
동	1996	8.6%
시	1537	6.6%
역	1521	6.5%
광	1519	6.5%
로	1508	6.5%
층	743	3.2%
서	719	3.1%
달	643	2.8%
Other values (225)	7924	34.1%

Decimal Number

Value	Count	Frequency (%)
1	1111	19.2%
2	997	17.2%
3	834	14.4%
5	550	9.5%
4	516	8.9%
0	389	6.7%
6	387	6.7%
9	355	6.1%
7	327	5.6%
8	322	5.6%

Uppercase Letter

Value	Count	Frequency (%)
B	9	47.4%
F	4	21.1%
A	2	10.5%
L	1	5.3%
D	1	5.3%
J	1	5.3%
M	1	5.3%

Other Punctuation

Value	Count	Frequency (%)
,	844	99.4%
.	4	0.5%
/	1	0.1%

Space Separator

Value	Count	Frequency (%)
	7285	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1492	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1492	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	213	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	23253	57.6%
Common	17120	42.4%
Latin	19	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
구	3139	13.5%
대	2004	8.6%
동	1996	8.6%
시	1537	6.6%
역	1521	6.5%
광	1519	6.5%
로	1508	6.5%
층	743	3.2%
서	719	3.1%
달	643	2.8%
Other values (225)	7924	34.1%

Common

Value	Count	Frequency (%)
	7285	42.6%
(	1492	8.7%
)	1492	8.7%
1	1111	6.5%
2	997	5.8%
,	844	4.9%
3	834	4.9%
5	550	3.2%
4	516	3.0%
0	389	2.3%
Other values (8)	1610	9.4%

Latin

Value	Count	Frequency (%)
B	9	47.4%
F	4	21.1%
A	2	10.5%
L	1	5.3%
D	1	5.3%
J	1	5.3%
M	1	5.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	23253	57.6%
ASCII	17139	42.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	7285	42.5%
(	1492	8.7%
)	1492	8.7%
1	1111	6.5%
2	997	5.8%
,	844	4.9%
3	834	4.9%
5	550	3.2%
4	516	3.0%
0	389	2.3%
Other values (15)	1629	9.5%

Hangul

Value	Count	Frequency (%)
구	3139	13.5%
대	2004	8.6%
동	1996	8.6%
시	1537	6.6%
역	1521	6.5%
광	1519	6.5%
로	1508	6.5%
층	743	3.2%
서	719	3.1%
달	643	2.8%
Other values (225)	7924	34.1%

도로명우편번호
Text

MISSING

Distinct	414
Distinct (%)	55.2%
Missing	822
Missing (%)	52.3%
Memory size	12.4 KiB

Length

Max length	7
Median length	5
Mean length	5.2453333
Min length	5

Characters and Unicode

Total characters	3934
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	256 ?
Unique (%)	34.1%

Sample

1st row	41969
2nd row	41945
3rd row	41954
4th row	41918
5th row	41941

Value	Count	Frequency (%)
41423	21	2.8%
41544	9	1.2%
42274	8	1.1%
41569	7	0.9%
41034	7	0.9%
41443	7	0.9%
41086	6	0.8%
42614	6	0.8%
700-411	6	0.8%
42197	6	0.8%
Other values (404)	667	88.9%

Most occurring characters

Value	Count	Frequency (%)
4	974	24.8%
1	633	16.1%
2	528	13.4%
0	318	8.1%
7	302	7.7%
5	227	5.8%
8	225	5.7%
9	221	5.6%
6	217	5.5%
3	197	5.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3842	97.7%
Dash Punctuation	92	2.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	974	25.4%
1	633	16.5%
2	528	13.7%
0	318	8.3%
7	302	7.9%
5	227	5.9%
8	225	5.9%
9	221	5.8%
6	217	5.6%
3	197	5.1%

Dash Punctuation

Value	Count	Frequency (%)
-	92	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3934	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	974	24.8%
1	633	16.1%
2	528	13.4%
0	318	8.1%
7	302	7.7%
5	227	5.8%
8	225	5.7%
9	221	5.6%
6	217	5.5%
3	197	5.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3934	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	974	24.8%
1	633	16.1%
2	528	13.4%
0	318	8.1%
7	302	7.7%
5	227	5.8%
8	225	5.7%
9	221	5.6%
6	217	5.5%
3	197	5.0%

사업장명
Text

Distinct	1106
Distinct (%)	70.4%
Missing	0
Missing (%)	0.0%
Memory size	12.4 KiB

Length

Max length	18
Median length	13
Mean length	6.028626
Min length	2

Characters and Unicode

Total characters	9477
Distinct characters	485
Distinct categories	9 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

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

Unique

Unique	886 ?
Unique (%)	56.4%

Sample

1st row	원당구장
2nd row	에쿠스당구장
3rd row	대봉당구장
4th row	삼송당구장
5th row	동성로 당구클럽

Value	Count	Frequency (%)
당구장	169	8.7%
당구클럽	138	7.1%
tbc당구클럽	21	1.1%
tbc당구장	15	0.8%
특실당구장	13	0.7%
큐당구장	13	0.7%
스카이당구장	10	0.5%
에이스당구장	10	0.5%
당구	10	0.5%
tbc	10	0.5%
Other values (1096)	1541	79.0%

Most occurring characters

Value	Count	Frequency (%)
구	1519	16.0%
당	1495	15.8%
장	976	10.3%
클	489	5.2%
럽	487	5.1%
	378	4.0%
스	209	2.2%
아	130	1.4%
리	103	1.1%
이	94	1.0%
Other values (475)	3597	38.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	8515	89.8%
Uppercase Letter	446	4.7%
Space Separator	378	4.0%
Decimal Number	56	0.6%
Lowercase Letter	28	0.3%
Other Punctuation	27	0.3%
Close Punctuation	10	0.1%
Open Punctuation	9	0.1%
Dash Punctuation	8	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
구	1519	17.8%
당	1495	17.6%
장	976	11.5%
클	489	5.7%
럽	487	5.7%
스	209	2.5%
아	130	1.5%
리	103	1.2%
이	94	1.1%
드	73	0.9%
Other values (419)	2940	34.5%

Uppercase Letter

Value	Count	Frequency (%)
B	77	17.3%
C	66	14.8%
T	59	13.2%
S	39	8.7%
K	30	6.7%
J	22	4.9%
O	21	4.7%
P	21	4.7%
M	19	4.3%
I	17	3.8%
Other values (14)	75	16.8%

Lowercase Letter

Value	Count	Frequency (%)
e	4	14.3%
k	4	14.3%
a	3	10.7%
l	2	7.1%
r	2	7.1%
s	2	7.1%
i	2	7.1%
o	1	3.6%
b	1	3.6%
u	1	3.6%
Other values (6)	6	21.4%

Decimal Number

Value	Count	Frequency (%)
2	26	46.4%
1	12	21.4%
5	6	10.7%
4	5	8.9%
3	3	5.4%
7	2	3.6%
0	2	3.6%

Other Punctuation

Value	Count	Frequency (%)
.	15	55.6%
&	9	33.3%
·	1	3.7%
'	1	3.7%
#	1	3.7%

Space Separator

Value	Count	Frequency (%)
	378	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	10	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	9	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	8	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	8515	89.8%
Common	488	5.1%
Latin	474	5.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
구	1519	17.8%
당	1495	17.6%
장	976	11.5%
클	489	5.7%
럽	487	5.7%
스	209	2.5%
아	130	1.5%
리	103	1.2%
이	94	1.1%
드	73	0.9%
Other values (419)	2940	34.5%

Latin

Value	Count	Frequency (%)
B	77	16.2%
C	66	13.9%
T	59	12.4%
S	39	8.2%
K	30	6.3%
J	22	4.6%
O	21	4.4%
P	21	4.4%
M	19	4.0%
I	17	3.6%
Other values (30)	103	21.7%

Common

Value	Count	Frequency (%)
	378	77.5%
2	26	5.3%
.	15	3.1%
1	12	2.5%
)	10	2.0%
&	9	1.8%
(	9	1.8%
-	8	1.6%
5	6	1.2%
4	5	1.0%
Other values (6)	10	2.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	8515	89.8%
ASCII	961	10.1%
None	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
구	1519	17.8%
당	1495	17.6%
장	976	11.5%
클	489	5.7%
럽	487	5.7%
스	209	2.5%
아	130	1.5%
리	103	1.2%
이	94	1.1%
드	73	0.9%
Other values (419)	2940	34.5%

ASCII

Value	Count	Frequency (%)
	378	39.3%
B	77	8.0%
C	66	6.9%
T	59	6.1%
S	39	4.1%
K	30	3.1%
2	26	2.7%
J	22	2.3%
O	21	2.2%
P	21	2.2%
Other values (45)	222	23.1%

None

Value	Count	Frequency (%)
·	1	100.0%

최종수정시점
Date

UNIQUE

Distinct	1572
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	12.4 KiB

Minimum	2003-02-26 10:20:59
Maximum	2023-06-29 14:24:30

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.4 KiB

I	1023
U	549

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
I	1023	65.1%
U	549	34.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	1023	65.1%
u	549	34.9%

데이터갱신일자
Date

Distinct	407
Distinct (%)	25.9%
Missing	0
Missing (%)	0.0%
Memory size	12.4 KiB

Minimum	2018-08-31 23:59:59
Maximum	2023-07-01 02:40:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1572
Missing (%)	100.0%
Memory size	13.9 KiB

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	1236
Distinct (%)	79.6%
Missing	20
Missing (%)	1.3%
Infinite	0
Infinite (%)	0.0%
Mean	342199.75

Minimum	326316.83
Maximum	356351.62
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.9 KiB

Quantile statistics

Minimum	326316.83
5-th percentile	334126.75
Q1	338988.47
median	341848.65
Q3	345941.29
95-th percentile	352854.34
Maximum	356351.62
Range	30034.788
Interquartile range (IQR)	6952.8164

Descriptive statistics

Standard deviation	5329.2337
Coefficient of variation (CV)	0.015573459
Kurtosis	0.055446284
Mean	342199.75
Median Absolute Deviation (MAD)	3465.8557
Skewness	0.11754025
Sum	5.3109401 × 10⁸
Variance	28400732
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
340319.472097282	5	0.3%
339763.678525475	4	0.3%
334127.643645083	4	0.3%
338240.45865778	4	0.3%
347783.13625994	4	0.3%
355729.578667796	4	0.3%
340058.341412449	4	0.3%
341806.290847047	4	0.3%
340315.66970427	3	0.2%
343564.780276255	3	0.2%
Other values (1226)	1513	96.2%
(Missing)	20	1.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
326316.829633469	1	0.1%
328015.993727317	2	0.1%
328307.681490331	1	0.1%
329920.54155651	1	0.1%
330018.500706022	1	0.1%
330046.077683087	1	0.1%
330054.777650952	1	0.1%
330063.035240343	1	0.1%
330111.303555631	1	0.1%
330200.77103538	1	0.1%

Value	Count	Frequency (%)
356351.617490545	1	0.1%
356247.145224732	1	0.1%
356109.824212826	1	0.1%
355759.829285467	1	0.1%
355738.134502612	1	0.1%
355737.129428969	1	0.1%
355736.0571014	1	0.1%
355729.578667796	4	0.3%
355671.833565	1	0.1%
355665.232375402	1	0.1%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	1236
Distinct (%)	79.6%
Missing	20
Missing (%)	1.3%
Infinite	0
Infinite (%)	0.0%
Mean	263425.07

Minimum	240483.18
Maximum	273573.03
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.9 KiB

Quantile statistics

Minimum	240483.18
5-th percentile	257433.59
Q1	261305.09
median	263280.2
Q3	265931.28
95-th percentile	271445.03
Maximum	273573.03
Range	33089.854
Interquartile range (IQR)	4626.1927

Descriptive statistics

Standard deviation	4664.8226
Coefficient of variation (CV)	0.017708347
Kurtosis	4.0057725
Mean	263425.07
Median Absolute Deviation (MAD)	2199.0154
Skewness	-1.0570724
Sum	4.0883571 × 10⁸
Variance	21760569
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
264923.875001838	5	0.3%
272190.882494823	4	0.3%
262155.282763412	4	0.3%
263094.042737289	4	0.3%
267178.563805507	4	0.3%
264397.593014137	4	0.3%
260383.01492667	4	0.3%
263685.956304289	4	0.3%
271263.909577437	3	0.2%
262520.800196285	3	0.2%
Other values (1226)	1513	96.2%
(Missing)	20	1.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
240483.177406236	2	0.1%
240491.096812813	1	0.1%
244518.668327961	1	0.1%
244540.373229674	1	0.1%
244540.724663233	1	0.1%
244553.515554328	1	0.1%
244589.860045679	1	0.1%
244641.607033886	1	0.1%
244660.404545869	1	0.1%
244661.838228877	1	0.1%

Value	Count	Frequency (%)
273573.031507575	1	0.1%
273541.143414077	3	0.2%
273506.093893371	1	0.1%
273465.491745612	1	0.1%
272899.885633895	1	0.1%
272729.594572692	2	0.1%
272695.123587952	2	0.1%
272656.837765927	1	0.1%
272656.031203693	1	0.1%
272633.741088398	1	0.1%

문화체육업종명
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.4 KiB

당구장업	1572

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
당구장업	1572	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
당구장업	1572	100.0%

공사립구분명
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.4 KiB

사립	1572

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
사립	1572	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
사립	1572	100.0%

보험가입여부코드
Categorical

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	12.4 KiB

<NA>	1117
0	454
Y	1

Length

Max length	4
Median length	4
Mean length	3.1316794
Min length	1

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1117	71.1%
0	454	28.9%
Y	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1117	71.1%
0	454	28.9%
y	1	0.1%

지도자수
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	12.4 KiB

<NA>	1443
0	128
1	1

Length

Max length	4
Median length	4
Mean length	3.7538168
Min length	1

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	0
2nd row	<NA>
3rd row	<NA>
4th row	0
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	1443	91.8%
0	128	8.1%
1	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1443	91.8%
0	128	8.1%
1	1	0.1%

건축물동수
Categorical

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	12.4 KiB

<NA>	1223
1	233
0	116

Length

Max length	4
Median length	4
Mean length	3.3339695
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	<NA>
3rd row	<NA>
4th row	0
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	1223	77.8%
1	233	14.8%
0	116	7.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1223	77.8%
1	233	14.8%
0	116	7.4%

건축물연면적
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	388
Distinct (%)	76.8%
Missing	1067
Missing (%)	67.9%
Infinite	0
Infinite (%)	0.0%
Mean	2373.3969

Minimum	0
Maximum	583286
Zeros	92
Zeros (%)	5.9%
Negative	0
Negative (%)	0.0%
Memory size	13.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	208.64
median	856.87
Q3	1414.59
95-th percentile	3688.562
Maximum	583286
Range	583286
Interquartile range (IQR)	1205.95

Descriptive statistics

Standard deviation	26137.943
Coefficient of variation (CV)	11.012883
Kurtosis	486.98992
Mean	2373.3969
Median Absolute Deviation (MAD)	614.91
Skewness	21.910535
Sum	1198565.4
Variance	6.8319205 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	92	5.9%
1065.09	3	0.2%
1010.0	3	0.2%
1414.59	2	0.1%
1569.05	2	0.1%
557.16	2	0.1%
286.56	2	0.1%
903.72	2	0.1%
455.15	2	0.1%
2471.0	2	0.1%
Other values (378)	393	25.0%
(Missing)	1067	67.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	92	5.9%
99.0	1	0.1%
108.36	1	0.1%
114.72	1	0.1%
115.7	1	0.1%
133.04	1	0.1%
134.12	1	0.1%
136.86	1	0.1%
141.23	1	0.1%
142.5	1	0.1%

Value	Count	Frequency (%)
583286.0	1	0.1%
74943.96	1	0.1%
8250.07	1	0.1%
7435.21	1	0.1%
7388.85	1	0.1%
7325.67	1	0.1%
6593.98	1	0.1%
6418.38	1	0.1%
5582.74	1	0.1%
5373.86	2	0.1%

회원모집총인원
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.4 KiB

<NA>	1444
0	128

Length

Max length	4
Median length	4
Mean length	3.7557252
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	<NA>
3rd row	<NA>
4th row	0
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	1444	91.9%
0	128	8.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1444	91.9%
0	128	8.1%

세부업종명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1572
Missing (%)	100.0%
Memory size	13.9 KiB

법인명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1572
Missing (%)	100.0%
Memory size	13.9 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)	문화체육업종명	공사립구분명	보험가입여부코드	지도자수	건축물동수	건축물연면적	회원모집총인원	세부업종명	법인명
0	1	당구장업	10_32_01_P	3410000	CDFH3301082014000001	2014-06-16	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	700-835	대구광역시 중구 남산동 609-4 3층	대구광역시 중구 명덕로35길 99, 3층 (남산동)	41969	원당구장	2023-05-31 15:00:27	U	2023-06-02 02:40:00	<NA>	343517.568849	263484.130401	당구장업	사립	<NA>	0	0	938.26	0	<NA>	<NA>
1	2	당구장업	10_32_01_P	3410000	CDFH3301082015000001	2015-01-02	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	070-4045-0991	<NA>	700-847	대구광역시 중구 동인동4가 191번지 2층	대구광역시 중구 국채보상로140길 13, 2층 (동인동4가)	41945	에쿠스당구장	2019-03-06 09:01:45	U	2019-03-08 02:40:00	<NA>	345020.533281	264307.377889	당구장업	사립	<NA>	<NA>	<NA>	269.01	<NA>	<NA>	<NA>
2	3	당구장업	10_32_01_P	3410000	CDFH3301082019000001	2019-09-17	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	대구광역시 중구 대봉동 55-158번지	대구광역시 중구 대봉로 234, 2층 (대봉동)	41954	대봉당구장	2019-09-30 20:05:15	U	2019-10-02 02:40:00	<NA>	344566.928725	263329.604083	당구장업	사립	<NA>	<NA>	<NA>	455.15	<NA>	<NA>	<NA>
3	4	당구장업	10_32_01_P	3410000	CDFH3301082021000002	2021-11-19	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	0532570006	<NA>	<NA>	대구광역시 중구 포정동 51-1	대구광역시 중구 경상감영길 94, 2층 (포정동)	41918	삼송당구장	2021-11-19 14:00:04	I	2021-11-21 00:22:44	<NA>	343763.193192	264661.192007	당구장업	사립	<NA>	0	0	0.0	0	<NA>	<NA>
4	5	당구장업	10_32_01_P	3410000	CDFH3301082018000002	2018-12-05	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	대구광역시 중구 삼덕동1가 22-9번지	대구광역시 중구 동성로5길 75 (삼덕동1가)	41941	동성로 당구클럽	2018-12-05 09:48:24	I	2018-12-07 02:20:08	<NA>	344317.257584	264199.131562	당구장업	사립	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
5	6	당구장업	10_32_01_P	3410000	CDFH3301082021000001	2021-01-07	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	대구광역시 중구 대봉동 55-94	대구광역시 중구 대봉로 238, 2층 (대봉동)	41954	에이스 당구클럽	2021-01-07 17:24:59	I	2021-01-09 00:23:05	<NA>	344559.243778	263362.744892	당구장업	사립	<NA>	<NA>	<NA>	1414.59	<NA>	<NA>	<NA>
6	7	당구장업	10_32_01_P	3410000	CDFH3301082022000001	2022-06-09	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	대구광역시 중구 전동 71	대구광역시 중구 중앙대로81길 18, 3층 (전동)	41935	종로빌리아드클럽	2022-06-09 15:06:52	I	2022-06-11 00:22:30	<NA>	343761.638079	264469.117162	당구장업	사립	<NA>	0	0	0.0	0	<NA>	<NA>
7	8	당구장업	10_32_01_P	3410000	CDFH3301082009000009	2009-12-21	<NA>	3	폐업	34	영업장폐쇄	2019-06-03	<NA>	<NA>	<NA>	422-2623	<NA>	700-111	대구광역시 중구 태평로1가 21-5번지 4층	대구광역시 중구 태평로 204, 4층 (태평로1가)	41910	현대당구장	2019-06-14 09:33:12	U	2019-06-16 02:40:00	<NA>	344408.347973	264922.846515	당구장업	사립	<NA>	<NA>	<NA>	2813.5	<NA>	<NA>	<NA>
8	9	당구장업	10_32_01_P	3410000	CDFH3301082000000002	2000-03-09	<NA>	4	취소/말소/만료/정지/중지	35	직권말소	2009-06-18	<NA>	<NA>	<NA>	427-6030	<NA>	700-413	대구광역시 중구 삼덕동3가 140-1번지	<NA>	<NA>	드림당구장	2009-06-23 17:55:57	I	2018-08-31 23:59:59	<NA>	345402.080819	264059.128198	당구장업	사립	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
9	10	당구장업	10_32_01_P	3410000	CDFH3301082001000002	2001-10-30	<NA>	4	취소/말소/만료/정지/중지	35	직권말소	2009-04-09	<NA>	<NA>	<NA>	257-8685	<NA>	700-060	대구광역시 중구 남일동 53-5번지	<NA>	<NA>	은일빌리아드	2009-04-13 16:54:28	I	2018-08-31 23:59:59	<NA>	343845.986598	264521.709376	당구장업	사립	0	<NA>	<NA>	157.89	<NA>	<NA>	<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)	문화체육업종명	공사립구분명	보험가입여부코드	지도자수	건축물동수	건축물연면적	회원모집총인원	세부업종명	법인명
1562	1563	당구장업	10_32_01_P	3480000	CDFH3301082011000001	2011-07-05	<NA>	3	폐업	3	폐업	2019-07-29	<NA>	<NA>	<NA>	614-1446	<NA>	711-857	대구광역시 달성군 논공읍 북리 803-204번지 2층	대구광역시 달성군 논공읍 논공로 738 (2층)	<NA>	국가대표당구장	2019-07-29 11:32:57	U	2019-07-31 02:40:00	<NA>	330778.558899	248729.207526	당구장업	사립	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1563	1564	당구장업	10_32_01_P	3480000	CDFH3301082012000001	2012-01-04	<NA>	3	폐업	3	폐업	2018-07-24	<NA>	<NA>	<NA>	<NA>	<NA>	711-891	대구광역시 달성군 구지면 응암리 1189-1번지	대구광역시 달성군 구지면 과학마을로 30	43009	W당구장	2018-09-12 14:04:50	U	2018-09-12 23:59:59	<NA>	328015.993727	240483.177406	당구장업	사립	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1564	1565	당구장업	10_32_01_P	3480000	CDFH3301082013000002	2013-04-18	<NA>	3	폐업	3	폐업	2018-12-27	<NA>	<NA>	<NA>	<NA>	<NA>	711-872	대구광역시 달성군 현풍읍 성하리 402-6번지	대구광역시 달성군 현풍읍 현풍중앙로 111	43000	J당구장	2018-12-27 15:13:47	U	2018-12-29 02:40:00	<NA>	330307.296209	245252.052382	당구장업	사립	<NA>	<NA>	1	1293.63	<NA>	<NA>	<NA>
1565	1566	당구장업	10_32_01_P	3480000	CDFH3301082009000007	2009-04-30	<NA>	3	폐업	3	폐업	2019-07-29	<NA>	<NA>	<NA>	053-611-2740	<NA>	711-857	대구광역시 달성군 논공읍 북리 803-146번지	대구광역시 달성군 논공읍 논공로9길 87	<NA>	무한도전 당구클럽	2019-07-29 11:31:47	U	2019-07-31 02:40:00	<NA>	330534.621455	248689.520977	당구장업	사립	Y	<NA>	1	775.24	<NA>	<NA>	<NA>
1566	1567	당구장업	10_32_01_P	3480000	CDFH3301082013000004	2013-09-24	<NA>	3	폐업	3	폐업	2019-07-29	<NA>	<NA>	<NA>	<NA>	<NA>	711-812	대구광역시 달성군 다사읍 매곡리 491번지	대구광역시 달성군 다사읍 다사역로 39	42908	동영 당구장	2019-07-29 11:33:41	U	2019-07-31 02:40:00	<NA>	331597.649165	263824.496118	당구장업	사립	<NA>	<NA>	1	273.02	<NA>	<NA>	<NA>
1567	1568	당구장업	10_32_01_P	3480000	CDFH3301082003000003	2003-05-13	<NA>	3	폐업	3	폐업	2022-10-17	<NA>	<NA>	<NA>	<NA>	<NA>	711-836	대구광역시 달성군 화원읍 천내리 460-0004	대구광역시 달성군 화원읍 비슬로 2616, 3층	42962	TBC당구장	2022-10-28 10:08:27	U	2022-10-30 02:40:00	<NA>	335754.988719	257104.831161	당구장업	사립	<NA>	0	0	0.0	0	<NA>	<NA>
1568	1569	당구장업	10_32_01_P	3480000	CDFH3301082015000001	2015-11-18	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	대구광역시 달성군 현풍읍 부리 433-2 5층	대구광역시 달성군 현풍읍 비슬로134길 107, 5층	42999	현풍당구클럽	2022-02-24 09:18:51	U	2022-02-26 02:40:00	<NA>	330587.050964	245051.557951	당구장업	사립	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1569	1570	당구장업	10_32_01_P	3480000	CDFH3301082015000002	2015-12-17	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	대구광역시 달성군 현풍면 원교리 123번지 2층	대구광역시 달성군 현풍면 비슬로 594, 2층	43004	123당구클럽	2015-12-17 16:18:26	I	2018-08-31 23:59:59	<NA>	330506.679186	244518.668328	당구장업	사립	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1570	1571	당구장업	10_32_01_P	3480000	CDFH3301082016000001	2016-01-18	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	대구광역시 달성군 현풍면 중리 489-2번지 1동 504호	대구광역시 달성군 현풍면 테크노상업로 50, 1동 5층 504호	43017	테크노당구클럽	2016-01-18 12:51:43	I	2018-08-31 23:59:59	<NA>	331533.977828	244641.607034	당구장업	사립	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1571	1572	당구장업	10_32_01_P	3480000	CDFH3301082016000002	2016-02-24	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	053-588-3975	<NA>	<NA>	대구광역시 달성군 다사읍 매곡리 699-2번지 다사빌딩 2층	대구광역시 달성군 다사읍 다사역로 5, 다사빌딩 2층	42908	다사 당구클럽	2020-04-03 16:46:54	U	2020-04-05 02:40:00	<NA>	331727.700751	263543.593761	당구장업	사립	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

Overview

Variables

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Uppercase Letter

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Close Punctuation

Open Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Uppercase Letter

Other Punctuation

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter