gimi9 Pandas Profiling

Dataset statistics

Number of variables	37
Number of observations	109
Missing cells	674
Missing cells (%)	16.7%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	33.4 KiB
Average record size in memory	314.2 B

Variable types

Numeric	7
Categorical	14
Text	7
DateTime	6
Unsupported	3

Dataset

Description	23년08월_6270000_대구광역시_01_01_10_P_의료유사업
Author	대구광역시
URL	http://data.daegu.go.kr/open/data/dataView.do?dataSetId=DMI_0000099931&dataSetDetailId=DDI_0000099947&provdMethod=FILE

Alerts

`개방서비스명` has constant value ""	Constant
`개방서비스아이디` has constant value ""	Constant
`욕실면적` is highly imbalanced (54.8%)	Imbalance
`인허가취소일자` has 109 (100.0%) missing values	Missing
`폐업일자` has 47 (43.1%) missing values	Missing
`휴업시작일자` has 96 (88.1%) missing values	Missing
`휴업종료일자` has 96 (88.1%) missing values	Missing
`재개업일자` has 109 (100.0%) missing values	Missing
`소재지전화` has 8 (7.3%) missing values	Missing
`소재지면적` has 109 (100.0%) missing values	Missing
`소재지우편번호` has 41 (37.6%) missing values	Missing
`소재지전체주소` has 6 (5.5%) missing values	Missing
`도로명우편번호` has 20 (18.3%) missing values	Missing
`직원수` has 6 (5.5%) missing values	Missing
`병상수` has 27 (24.8%) missing values	Missing
`번호` has unique values	Unique
`관리번호` 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
`직원수` has 7 (6.4%) zeros	Zeros
`병상수` has 11 (10.1%) zeros	Zeros

Reproduction

Analysis started	2024-04-17 09:55:27.047147
Analysis finished	2024-04-17 09:55:27.699404
Duration	0.65 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	109
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	55

Minimum	1
Maximum	109
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	1
5-th percentile	6.4
Q1	28
median	55
Q3	82
95-th percentile	103.6
Maximum	109
Range	108
Interquartile range (IQR)	54

Descriptive statistics

Standard deviation	31.609598
Coefficient of variation (CV)	0.57471996
Kurtosis	-1.2
Mean	55
Median Absolute Deviation (MAD)	27
Skewness	0
Sum	5995
Variance	999.16667
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	0.9%
70	1	0.9%
81	1	0.9%
80	1	0.9%
79	1	0.9%
78	1	0.9%
77	1	0.9%
76	1	0.9%
75	1	0.9%
74	1	0.9%
Other values (99)	99	90.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	0.9%
2	1	0.9%
3	1	0.9%
4	1	0.9%
5	1	0.9%
6	1	0.9%
7	1	0.9%
8	1	0.9%
9	1	0.9%
10	1	0.9%

Value	Count	Frequency (%)
109	1	0.9%
108	1	0.9%
107	1	0.9%
106	1	0.9%
105	1	0.9%
104	1	0.9%
103	1	0.9%
102	1	0.9%
101	1	0.9%
100	1	0.9%

개방서비스명
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	1004.0 B

의료유사업	109

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
의료유사업	109	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
의료유사업	109	100.0%

개방서비스아이디
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	1004.0 B

01_01_10_P	109

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	01_01_10_P
2nd row	01_01_10_P
3rd row	01_01_10_P
4th row	01_01_10_P
5th row	01_01_10_P

Common Values

Value	Count	Frequency (%)
01_01_10_P	109	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
01_01_10_p	109	100.0%

개방자치단체코드
Real number (ℝ)

Distinct	8
Distinct (%)	7.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3450183.5

Minimum	3410000
Maximum	3480000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	3410000
5-th percentile	3414000
Q1	3430000
median	3460000
Q3	3470000
95-th percentile	3470000
Maximum	3480000
Range	70000
Interquartile range (IQR)	40000

Descriptive statistics

Standard deviation	20726.689
Coefficient of variation (CV)	0.0060074165
Kurtosis	-1.0812821
Mean	3450183.5
Median Absolute Deviation (MAD)	10000
Skewness	-0.5651921
Sum	3.7607 × 10⁸
Variance	4.2959565 × 10⁸
Monotonicity	Increasing

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
3470000	38	34.9%
3420000	16	14.7%
3460000	16	14.7%
3450000	14	12.8%
3440000	10	9.2%
3430000	7	6.4%
3410000	6	5.5%
3480000	2	1.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3410000	6	5.5%
3420000	16	14.7%
3430000	7	6.4%
3440000	10	9.2%
3450000	14	12.8%
3460000	16	14.7%
3470000	38	34.9%
3480000	2	1.8%

Value	Count	Frequency (%)
3480000	2	1.8%
3470000	38	34.9%
3460000	16	14.7%
3450000	14	12.8%
3440000	10	9.2%
3430000	7	6.4%
3420000	16	14.7%
3410000	6	5.5%

관리번호
Text

UNIQUE

Distinct	109
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	1004.0 B

Length

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

Characters and Unicode

Total characters	2725
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	109 ?
Unique (%)	100.0%

Sample

1st row	PHMB420043410023042400001
2nd row	PHMB420083410023042400001
3rd row	PHMB420213410023042400001
4th row	PHMB420163410023042400001
5th row	PHMB420093410023042400001

Value	Count	Frequency (%)
phmb420043410023042400001	1	0.9%
phmb420113460023042400001	1	0.9%
phmb420043470022042400004	1	0.9%
phmb420053470022042400002	1	0.9%
phmb420043470022042400003	1	0.9%
phmb420043470022042400002	1	0.9%
phmb420063470022042400002	1	0.9%
phmb420063470022042400001	1	0.9%
phmb420053470022042400001	1	0.9%
phmb420033470022042400001	1	0.9%
Other values (99)	99	90.8%

Most occurring characters

Value	Count	Frequency (%)
0	923	33.9%
4	469	17.2%
2	428	15.7%
3	174	6.4%
1	156	5.7%
P	109	4.0%
H	109	4.0%
M	109	4.0%
B	109	4.0%
7	49	1.8%
Other values (4)	90	3.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2289	84.0%
Uppercase Letter	436	16.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	923	40.3%
4	469	20.5%
2	428	18.7%
3	174	7.6%
1	156	6.8%
7	49	2.1%
5	29	1.3%
6	27	1.2%
9	23	1.0%
8	11	0.5%

Uppercase Letter

Value	Count	Frequency (%)
P	109	25.0%
H	109	25.0%
M	109	25.0%
B	109	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2289	84.0%
Latin	436	16.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	923	40.3%
4	469	20.5%
2	428	18.7%
3	174	7.6%
1	156	6.8%
7	49	2.1%
5	29	1.3%
6	27	1.2%
9	23	1.0%
8	11	0.5%

Latin

Value	Count	Frequency (%)
P	109	25.0%
H	109	25.0%
M	109	25.0%
B	109	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2725	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	923	33.9%
4	469	17.2%
2	428	15.7%
3	174	6.4%
1	156	5.7%
P	109	4.0%
H	109	4.0%
M	109	4.0%
B	109	4.0%
7	49	1.8%
Other values (4)	90	3.3%

인허가일자
Date

Distinct	105
Distinct (%)	96.3%
Missing	0
Missing (%)	0.0%
Memory size	1004.0 B

Minimum	1985-01-19 00:00:00
Maximum	2023-06-20 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	109
Missing (%)	100.0%
Memory size	1.1 KiB

영업상태구분코드
Categorical

Distinct	3
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Memory size	1004.0 B

3	61
1	47
4	1

Length

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

Unique

Unique	1 ?
Unique (%)	0.9%

Sample

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

Common Values

Value	Count	Frequency (%)
3	61	56.0%
1	47	43.1%
4	1	0.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	61	56.0%
1	47	43.1%
4	1	0.9%

영업상태명
Categorical

Distinct	3
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Memory size	1004.0 B

폐업	61
영업/정상	47
취소/말소/만료/정지/중지	1

Length

Max length	14
Median length	2
Mean length	3.4036697
Min length	2

Unique

Unique	1 ?
Unique (%)	0.9%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	61	56.0%
영업/정상	47	43.1%
취소/말소/만료/정지/중지	1	0.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	61	56.0%
영업/정상	47	43.1%
취소/말소/만료/정지/중지	1	0.9%

상세영업상태코드
Categorical

Distinct	3
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Memory size	1004.0 B

3	61
13	47
24	1

Length

Max length	2
Median length	1
Mean length	1.440367
Min length	1

Unique

Unique	1 ?
Unique (%)	0.9%

Sample

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

Common Values

Value	Count	Frequency (%)
3	61	56.0%
13	47	43.1%
24	1	0.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	61	56.0%
13	47	43.1%
24	1	0.9%

상세영업상태명
Categorical

Distinct	3
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Memory size	1004.0 B

폐업	61
영업중	47
직권폐업	1

Length

Max length	4
Median length	2
Mean length	2.4495413
Min length	2

Unique

Unique	1 ?
Unique (%)	0.9%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	61	56.0%
영업중	47	43.1%
직권폐업	1	0.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	61	56.0%
영업중	47	43.1%
직권폐업	1	0.9%

폐업일자
Date

MISSING

Distinct	61
Distinct (%)	98.4%
Missing	47
Missing (%)	43.1%
Memory size	1004.0 B

Minimum	2009-01-22 00:00:00
Maximum	2023-02-21 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Date

MISSING

Distinct	13
Distinct (%)	100.0%
Missing	96
Missing (%)	88.1%
Memory size	1004.0 B

Minimum	2008-12-12 00:00:00
Maximum	2020-08-11 00:00:00

Histogram

Histogram with fixed size bins (bins=13)

휴업종료일자
Date

MISSING

Distinct	13
Distinct (%)	100.0%
Missing	96
Missing (%)	88.1%
Memory size	1004.0 B

Minimum	2009-06-10 00:00:00
Maximum	2021-02-10 00:00:00

Histogram

Histogram with fixed size bins (bins=13)

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	109
Missing (%)	100.0%
Memory size	1.1 KiB

소재지전화
Text

MISSING

Distinct	95
Distinct (%)	94.1%
Missing	8
Missing (%)	7.3%
Memory size	1004.0 B

Length

Max length	13
Median length	12
Mean length	10.643564
Min length	8

Characters and Unicode

Total characters	1075
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

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

Unique

Unique	89 ?
Unique (%)	88.1%

Sample

1st row	053-425-0041
2nd row	053-818-0019
3rd row	053-212-9933
4th row	0534257695
5th row	053-253-1889

Value	Count	Frequency (%)
588-9943	2	1.9%
053-631-2020	2	1.9%
053-941-1906	2	1.9%
053-556-2224	2	1.9%
636-2080	2	1.9%
053-754-8885	2	1.9%
053-741-0407	1	1.0%
641-9020	1	1.0%
593-5547	1	1.0%
527-3114	1	1.0%
Other values (87)	87	84.5%

Most occurring characters

Value	Count	Frequency (%)
5	175	16.3%
-	158	14.7%
3	132	12.3%
0	132	12.3%
2	91	8.5%
7	73	6.8%
6	70	6.5%
1	67	6.2%
4	66	6.1%
8	64	6.0%
Other values (2)	47	4.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	915	85.1%
Dash Punctuation	158	14.7%
Space Separator	2	0.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	175	19.1%
3	132	14.4%
0	132	14.4%
2	91	9.9%
7	73	8.0%
6	70	7.7%
1	67	7.3%
4	66	7.2%
8	64	7.0%
9	45	4.9%

Dash Punctuation

Value	Count	Frequency (%)
-	158	100.0%

Space Separator

Value	Count	Frequency (%)
	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1075	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	175	16.3%
-	158	14.7%
3	132	12.3%
0	132	12.3%
2	91	8.5%
7	73	6.8%
6	70	6.5%
1	67	6.2%
4	66	6.1%
8	64	6.0%
Other values (2)	47	4.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1075	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	175	16.3%
-	158	14.7%
3	132	12.3%
0	132	12.3%
2	91	8.5%
7	73	6.8%
6	70	6.5%
1	67	6.2%
4	66	6.1%
8	64	6.0%
Other values (2)	47	4.4%

소재지면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	109
Missing (%)	100.0%
Memory size	1.1 KiB

소재지우편번호
Text

MISSING

Distinct	51
Distinct (%)	75.0%
Missing	41
Missing (%)	37.6%
Memory size	1004.0 B

Length

Max length	7
Median length	7
Mean length	6.9411765
Min length	5

Characters and Unicode

Total characters	472
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	39 ?
Unique (%)	57.4%

Sample

1st row	700-020
2nd row	700-803
3rd row	700-060
4th row	701-830
5th row	701-815

Value	Count	Frequency (%)
704-948	4	5.9%
704-350	3	4.4%
704-940	3	4.4%
706-853	3	4.4%
701-010	2	2.9%
702-845	2	2.9%
704-141	2	2.9%
703-848	2	2.9%
701-815	2	2.9%
706-839	2	2.9%
Other values (41)	43	63.2%

Most occurring characters

Value	Count	Frequency (%)
0	105	22.2%
7	71	15.0%
-	66	14.0%
4	46	9.7%
8	42	8.9%
1	33	7.0%
2	28	5.9%
3	25	5.3%
5	22	4.7%
6	21	4.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	406	86.0%
Dash Punctuation	66	14.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	105	25.9%
7	71	17.5%
4	46	11.3%
8	42	10.3%
1	33	8.1%
2	28	6.9%
3	25	6.2%
5	22	5.4%
6	21	5.2%
9	13	3.2%

Dash Punctuation

Value	Count	Frequency (%)
-	66	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	472	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	105	22.2%
7	71	15.0%
-	66	14.0%
4	46	9.7%
8	42	8.9%
1	33	7.0%
2	28	5.9%
3	25	5.3%
5	22	4.7%
6	21	4.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	472	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	105	22.2%
7	71	15.0%
-	66	14.0%
4	46	9.7%
8	42	8.9%
1	33	7.0%
2	28	5.9%
3	25	5.3%
5	22	4.7%
6	21	4.4%

소재지전체주소
Text

MISSING

Distinct	102
Distinct (%)	99.0%
Missing	6
Missing (%)	5.5%
Memory size	1004.0 B

Length

Max length	44
Median length	30
Mean length	23.553398
Min length	17

Characters and Unicode

Total characters	2426
Distinct characters	106
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	101 ?
Unique (%)	98.1%

Sample

1st row	대구광역시 중구 향촌동 16번지
2nd row	대구광역시 중구 남산동 923번지 16호
3rd row	대구광역시 중구 남산동 2111-1
4th row	대구광역시 중구 태평로1가 1번지 187호 2층 241호
5th row	대구광역시 중구 남일동 131번지 1호

Value	Count	Frequency (%)
대구광역시	103	19.3%
달서구	37	6.9%
1호	17	3.2%
수성구	16	3.0%
북구	13	2.4%
동구	13	2.4%
남구	10	1.9%
3호	8	1.5%
2호	8	1.5%
서구	7	1.3%
Other values (198)	301	56.5%

Most occurring characters

Value	Count	Frequency (%)
	430	17.7%
구	205	8.5%
1	129	5.3%
동	117	4.8%
대	112	4.6%
시	104	4.3%
역	104	4.3%
광	103	4.2%
지	101	4.2%
번	96	4.0%
Other values (96)	925	38.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	1439	59.3%
Decimal Number	529	21.8%
Space Separator	430	17.7%
Dash Punctuation	10	0.4%
Close Punctuation	7	0.3%
Open Punctuation	7	0.3%
Other Punctuation	3	0.1%
Uppercase Letter	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
구	205	14.2%
동	117	8.1%
대	112	7.8%
시	104	7.2%
역	104	7.2%
광	103	7.2%
지	101	7.0%
번	96	6.7%
호	90	6.3%
서	44	3.1%
Other values (80)	363	25.2%

Decimal Number

Value	Count	Frequency (%)
1	129	24.4%
2	85	16.1%
3	53	10.0%
4	50	9.5%
7	45	8.5%
5	41	7.8%
0	35	6.6%
8	34	6.4%
6	31	5.9%
9	26	4.9%

Space Separator

Value	Count	Frequency (%)
	430	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	10	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	7	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	7	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	3	100.0%

Uppercase Letter

Value	Count	Frequency (%)
B	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	1439	59.3%
Common	986	40.6%
Latin	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
구	205	14.2%
동	117	8.1%
대	112	7.8%
시	104	7.2%
역	104	7.2%
광	103	7.2%
지	101	7.0%
번	96	6.7%
호	90	6.3%
서	44	3.1%
Other values (80)	363	25.2%

Common

Value	Count	Frequency (%)
	430	43.6%
1	129	13.1%
2	85	8.6%
3	53	5.4%
4	50	5.1%
7	45	4.6%
5	41	4.2%
0	35	3.5%
8	34	3.4%
6	31	3.1%
Other values (5)	53	5.4%

Latin

Value	Count	Frequency (%)
B	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	1439	59.3%
ASCII	987	40.7%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	430	43.6%
1	129	13.1%
2	85	8.6%
3	53	5.4%
4	50	5.1%
7	45	4.6%
5	41	4.2%
0	35	3.5%
8	34	3.4%
6	31	3.1%
Other values (6)	54	5.5%

Hangul

Value	Count	Frequency (%)
구	205	14.2%
동	117	8.1%
대	112	7.8%
시	104	7.2%
역	104	7.2%
광	103	7.2%
지	101	7.0%
번	96	6.7%
호	90	6.3%
서	44	3.1%
Other values (80)	363	25.2%

도로명전체주소
Text

Distinct	107
Distinct (%)	98.2%
Missing	0
Missing (%)	0.0%
Memory size	1004.0 B

Length

Max length	50
Median length	43
Mean length	27.963303
Min length	21

Characters and Unicode

Total characters	3048
Distinct characters	155
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	105 ?
Unique (%)	96.3%

Sample

1st row	대구광역시 중구 북성로 106-6 (향촌동)
2nd row	대구광역시 중구 명륜로21길 84 (남산동)
3rd row	대구광역시 중구 명덕로 179, 2층 (남산동)
4th row	대구광역시 중구 태평로 177 (태평로1가, 태평라이프아파트)
5th row	대구광역시 중구 중앙대로79길 13 (남일동)

Value	Count	Frequency (%)
대구광역시	109	17.4%
달서구	38	6.1%
수성구	16	2.6%
동구	16	2.6%
북구	14	2.2%
1층	11	1.8%
2층	10	1.6%
남구	10	1.6%
3층	10	1.6%
5층	9	1.4%
Other values (256)	384	61.2%

Most occurring characters

Value	Count	Frequency (%)
	518	17.0%
구	233	7.6%
동	147	4.8%
대	142	4.7%
시	112	3.7%
역	111	3.6%
(	110	3.6%
광	110	3.6%
)	110	3.6%
로	107	3.5%
Other values (145)	1348	44.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	1752	57.5%
Space Separator	518	17.0%
Decimal Number	465	15.3%
Open Punctuation	110	3.6%
Close Punctuation	110	3.6%
Other Punctuation	66	2.2%
Dash Punctuation	24	0.8%
Uppercase Letter	3	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
구	233	13.3%
동	147	8.4%
대	142	8.1%
시	112	6.4%
역	111	6.3%
광	110	6.3%
로	107	6.1%
서	54	3.1%
달	51	2.9%
층	50	2.9%
Other values (127)	635	36.2%

Decimal Number

Value	Count	Frequency (%)
1	98	21.1%
2	74	15.9%
3	61	13.1%
4	45	9.7%
0	41	8.8%
5	38	8.2%
6	34	7.3%
8	33	7.1%
7	26	5.6%
9	15	3.2%

Uppercase Letter

Value	Count	Frequency (%)
P	1	33.3%
K	1	33.3%
B	1	33.3%

Space Separator

Value	Count	Frequency (%)
	518	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	110	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	110	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	66	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	24	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	1752	57.5%
Common	1293	42.4%
Latin	3	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
구	233	13.3%
동	147	8.4%
대	142	8.1%
시	112	6.4%
역	111	6.3%
광	110	6.3%
로	107	6.1%
서	54	3.1%
달	51	2.9%
층	50	2.9%
Other values (127)	635	36.2%

Common

Value	Count	Frequency (%)
	518	40.1%
(	110	8.5%
)	110	8.5%
1	98	7.6%
2	74	5.7%
,	66	5.1%
3	61	4.7%
4	45	3.5%
0	41	3.2%
5	38	2.9%
Other values (5)	132	10.2%

Latin

Value	Count	Frequency (%)
P	1	33.3%
K	1	33.3%
B	1	33.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	1752	57.5%
ASCII	1296	42.5%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	518	40.0%
(	110	8.5%
)	110	8.5%
1	98	7.6%
2	74	5.7%
,	66	5.1%
3	61	4.7%
4	45	3.5%
0	41	3.2%
5	38	2.9%
Other values (8)	135	10.4%

Hangul

Value	Count	Frequency (%)
구	233	13.3%
동	147	8.4%
대	142	8.1%
시	112	6.4%
역	111	6.3%
광	110	6.3%
로	107	6.1%
서	54	3.1%
달	51	2.9%
층	50	2.9%
Other values (127)	635	36.2%

도로명우편번호
Text

MISSING

Distinct	76
Distinct (%)	85.4%
Missing	20
Missing (%)	18.3%
Memory size	1004.0 B

Length

Max length	7
Median length	5
Mean length	5.3820225
Min length	5

Characters and Unicode

Total characters	479
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	66 ?
Unique (%)	74.2%

Sample

1st row	41968
2nd row	41903
3rd row	41935
4th row	41935
5th row	41248

Value	Count	Frequency (%)
42149	3	3.4%
701-815	3	3.4%
41423	3	3.4%
41226	2	2.2%
42713	2	2.2%
41462	2	2.2%
42612	2	2.2%
704-948	2	2.2%
42661	2	2.2%
41935	2	2.2%
Other values (66)	66	74.2%

Most occurring characters

Value	Count	Frequency (%)
4	109	22.8%
2	74	15.4%
1	73	15.2%
0	41	8.6%
7	39	8.1%
8	32	6.7%
6	31	6.5%
3	25	5.2%
9	23	4.8%
-	17	3.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	462	96.5%
Dash Punctuation	17	3.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	109	23.6%
2	74	16.0%
1	73	15.8%
0	41	8.9%
7	39	8.4%
8	32	6.9%
6	31	6.7%
3	25	5.4%
9	23	5.0%
5	15	3.2%

Dash Punctuation

Value	Count	Frequency (%)
-	17	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	479	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	109	22.8%
2	74	15.4%
1	73	15.2%
0	41	8.6%
7	39	8.1%
8	32	6.7%
6	31	6.5%
3	25	5.2%
9	23	4.8%
-	17	3.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	479	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	109	22.8%
2	74	15.4%
1	73	15.2%
0	41	8.6%
7	39	8.1%
8	32	6.7%
6	31	6.5%
3	25	5.2%
9	23	4.8%
-	17	3.5%

사업장명
Text

Distinct	100
Distinct (%)	91.7%
Missing	0
Missing (%)	0.0%
Memory size	1004.0 B

Length

Max length	17
Median length	13
Mean length	7.1192661
Min length	1

Characters and Unicode

Total characters	776
Distinct characters	158
Distinct categories	5 ?
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	91 ?
Unique (%)	83.5%

Sample

1st row	뉴대구안마시술소
2nd row	약손안마원
3rd row	명덕건강안마원
4th row	약손지압안마원
5th row	영광안마원

Value	Count	Frequency (%)
약손수기안마원	2	1.8%
밝은세상안마원신천역점	2	1.8%
상인안마시술소	2	1.8%
도쿄안마시술소	2	1.8%
진안마원	2	1.8%
밝은세상안마원	2	1.8%
성모지압안마원	2	1.8%
달구벌안마센터안마원	2	1.8%
엠안마시술소	2	1.8%
약손지압안마원	2	1.8%
Other values (94)	94	82.5%

Most occurring characters

Value	Count	Frequency (%)
마	106	13.7%
안	105	13.5%
원	64	8.2%
시	48	6.2%
술	46	5.9%
소	46	5.9%
지	14	1.8%
압	14	1.8%
강	12	1.5%
건	10	1.3%
Other values (148)	311	40.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	766	98.7%
Space Separator	5	0.6%
Close Punctuation	2	0.3%
Open Punctuation	2	0.3%
Lowercase Letter	1	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
마	106	13.8%
안	105	13.7%
원	64	8.4%
시	48	6.3%
술	46	6.0%
소	46	6.0%
지	14	1.8%
압	14	1.8%
강	12	1.6%
건	10	1.3%
Other values (144)	301	39.3%

Space Separator

Value	Count	Frequency (%)
	5	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2	100.0%

Lowercase Letter

Value	Count	Frequency (%)
s	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	766	98.7%
Common	9	1.2%
Latin	1	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
마	106	13.8%
안	105	13.7%
원	64	8.4%
시	48	6.3%
술	46	6.0%
소	46	6.0%
지	14	1.8%
압	14	1.8%
강	12	1.6%
건	10	1.3%
Other values (144)	301	39.3%

Common

Value	Count	Frequency (%)
	5	55.6%
)	2	22.2%
(	2	22.2%

Latin

Value	Count	Frequency (%)
s	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	766	98.7%
ASCII	10	1.3%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
마	106	13.8%
안	105	13.7%
원	64	8.4%
시	48	6.3%
술	46	6.0%
소	46	6.0%
지	14	1.8%
압	14	1.8%
강	12	1.6%
건	10	1.3%
Other values (144)	301	39.3%

ASCII

Value	Count	Frequency (%)
	5	50.0%
)	2	20.0%
(	2	20.0%
s	1	10.0%

최종수정시점
Date

UNIQUE

Distinct	109
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	1004.0 B

Minimum	2009-01-22 11:46:22
Maximum	2023-06-22 17:49:40

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Memory size	1004.0 B

I	64
U	45

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	I
3rd row	I
4th row	I
5th row	I

Common Values

Value	Count	Frequency (%)
I	64	58.7%
U	45	41.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	64	58.7%
u	45	41.3%

데이터갱신일자
Date

Distinct	55
Distinct (%)	50.5%
Missing	0
Missing (%)	0.0%
Memory size	1004.0 B

Minimum	2018-08-31 23:59:59
Maximum	2023-06-24 00:19:17

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

Distinct	2
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Memory size	1004.0 B

안마원	60
안마시술소	49

Length

Max length	5
Median length	3
Mean length	3.8990826
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
안마원	60	55.0%
안마시술소	49	45.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
안마원	60	55.0%
안마시술소	49	45.0%

좌표정보(X)
Real number (ℝ)

Distinct	102
Distinct (%)	93.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	342308.55

Minimum	330472.77
Maximum	353893.91
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	330472.77
5-th percentile	334562.46
Q1	339558.11
median	341936.77
Q3	346183.08
95-th percentile	348339.41
Maximum	353893.91
Range	23421.134
Interquartile range (IQR)	6624.9615

Descriptive statistics

Standard deviation	4638.7029
Coefficient of variation (CV)	0.013551233
Kurtosis	-0.06179273
Mean	342308.55
Median Absolute Deviation (MAD)	3188.0062
Skewness	-0.0072604939
Sum	37311632
Variance	21517564
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
346183.075894238	3	2.8%
346030.972206818	2	1.8%
334336.619602736	2	1.8%
335948.027345208	2	1.8%
339608.217909205	2	1.8%
343780.38965769	2	1.8%
353893.90529968	1	0.9%
338759.378902782	1	0.9%
338763.996778625	1	0.9%
334570.908255753	1	0.9%
Other values (92)	92	84.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
330472.771477673	1	0.9%
331786.68650094	1	0.9%
333384.544980179	1	0.9%
334336.619602736	2	1.8%
334556.819846333	1	0.9%
334570.908255753	1	0.9%
334612.020255757	1	0.9%
335894.398545255	1	0.9%
335913.906004401	1	0.9%
335921.019181309	1	0.9%

Value	Count	Frequency (%)
353893.90529968	1	0.9%
353283.817833224	1	0.9%
352879.759293632	1	0.9%
352448.450209963	1	0.9%
350468.199860886	1	0.9%
348533.907955045	1	0.9%
348047.673813359	1	0.9%
348044.25097789	1	0.9%
347745.764729053	1	0.9%
347517.490031648	1	0.9%

좌표정보(Y)
Real number (ℝ)

Distinct	102
Distinct (%)	93.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	263015.8

Minimum	244554.29
Maximum	272532.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	244554.29
5-th percentile	258018.36
Q1	261211.8
median	262666.76
Q3	265058.59
95-th percentile	270000.29
Maximum	272532.5
Range	27978.206
Interquartile range (IQR)	3846.7885

Descriptive statistics

Standard deviation	4101.6211
Coefficient of variation (CV)	0.015594581
Kurtosis	6.1696911
Mean	263015.8
Median Absolute Deviation (MAD)	1938.1642
Skewness	-1.097498
Sum	28668722
Variance	16823296
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
265851.019832215	3	2.8%
265058.585127789	2	1.8%
261291.212786605	2	1.8%
262530.582893126	2	1.8%
258018.357722032	2	1.8%
264381.00710636	2	1.8%
261327.132869664	1	0.9%
260740.824801629	1	0.9%
260713.114351084	1	0.9%
260706.1221927	1	0.9%
Other values (92)	92	84.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
244554.291475551	1	0.9%
245132.142997977	1	0.9%
257501.80233092	1	0.9%
257537.257373368	1	0.9%
257936.142748099	1	0.9%
258018.357722032	2	1.8%
258264.793032532	1	0.9%
258301.955193712	1	0.9%
258572.019825526	1	0.9%
259247.801326635	1	0.9%

Value	Count	Frequency (%)
272532.497121826	1	0.9%
272489.775106816	1	0.9%
272478.947342799	1	0.9%
271660.604411499	1	0.9%
270555.908770129	1	0.9%
270554.290764299	1	0.9%
269169.287620815	1	0.9%
269002.509520997	1	0.9%
268689.869778514	1	0.9%
268307.145144458	1	0.9%

의료유사업종별명
Categorical

Distinct	2
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Memory size	1004.0 B

안마원	60
안마시술소	49

Length

Max length	5
Median length	3
Mean length	3.8990826
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
안마원	60	55.0%
안마시술소	49	45.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
안마원	60	55.0%
안마시술소	49	45.0%

직원수
Real number (ℝ)

MISSING ZEROS

Distinct	10
Distinct (%)	9.7%
Missing	6
Missing (%)	5.5%
Infinite	0
Infinite (%)	0.0%
Mean	2.9126214

Minimum	0
Maximum	95
Zeros	7
Zeros (%)	6.4%
Negative	0
Negative (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	2
95-th percentile	4
Maximum	95
Range	95
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	9.2959055
Coefficient of variation (CV)	3.1915942
Kurtosis	97.051688
Mean	2.9126214
Median Absolute Deviation (MAD)	1
Skewness	9.723176
Sum	300
Variance	86.413859
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
2	41	37.6%
1	32	29.4%
3	13	11.9%
0	7	6.4%
4	5	4.6%
9	1	0.9%
10	1	0.9%
5	1	0.9%
95	1	0.9%
8	1	0.9%
(Missing)	6	5.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7	6.4%
1	32	29.4%
2	41	37.6%
3	13	11.9%
4	5	4.6%
5	1	0.9%
8	1	0.9%
9	1	0.9%
10	1	0.9%
95	1	0.9%

Value	Count	Frequency (%)
95	1	0.9%
10	1	0.9%
9	1	0.9%
8	1	0.9%
5	1	0.9%
4	5	4.6%
3	13	11.9%
2	41	37.6%
1	32	29.4%
0	7	6.4%

자격증소유자수
Categorical

Distinct	2
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Memory size	1004.0 B

<NA>	86
0	23

Length

Max length	4
Median length	4
Mean length	3.3669725
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	86	78.9%
0	23	21.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	86	78.9%
0	23	21.1%

보조직원수
Categorical

Distinct	2
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Memory size	1004.0 B

<NA>	86
0	23

Length

Max length	4
Median length	4
Mean length	3.3669725
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	86	78.9%
0	23	21.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	86	78.9%
0	23	21.1%

시설관리자수
Categorical

Distinct	2
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Memory size	1004.0 B

<NA>	86
0	23

Length

Max length	4
Median length	4
Mean length	3.3669725
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	86	78.9%
0	23	21.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	86	78.9%
0	23	21.1%

기타직원수
Categorical

Distinct	2
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Memory size	1004.0 B

<NA>	86
0	23

Length

Max length	4
Median length	4
Mean length	3.3669725
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	86	78.9%
0	23	21.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	86	78.9%
0	23	21.1%

병상수
Real number (ℝ)

MISSING ZEROS

Distinct	23
Distinct (%)	28.0%
Missing	27
Missing (%)	24.8%
Infinite	0
Infinite (%)	0.0%
Mean	8.9268293

Minimum	0
Maximum	133
Zeros	11
Zeros (%)	10.1%
Negative	0
Negative (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	8
Q3	12
95-th percentile	18.95
Maximum	133
Range	133
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	15.105212
Coefficient of variation (CV)	1.6921139
Kurtosis	57.467523
Mean	8.9268293
Median Absolute Deviation (MAD)	5
Skewness	6.9966975
Sum	732
Variance	228.16742
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
0	11	10.1%
1	9	8.3%
10	8	7.3%
12	6	5.5%
8	6	5.5%
13	5	4.6%
2	5	4.6%
3	4	3.7%
9	4	3.7%
5	4	3.7%
Other values (13)	20	18.3%
(Missing)	27	24.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	10.1%
1	9	8.3%
2	5	4.6%
3	4	3.7%
4	2	1.8%
5	4	3.7%
6	2	1.8%
7	3	2.8%
8	6	5.5%
9	4	3.7%

Value	Count	Frequency (%)
133	1	0.9%
23	1	0.9%
22	1	0.9%
20	1	0.9%
19	1	0.9%
18	2	1.8%
17	2	1.8%
16	1	0.9%
14	1	0.9%
13	5	4.6%

욕실면적
Categorical

IMBALANCE

Distinct	5
Distinct (%)	4.6%
Missing	0
Missing (%)	0.0%
Memory size	1004.0 B

<NA>	77
0.0	29
37.0	1
8.5	1
808.08	1

Length

Max length	6
Median length	4
Mean length	3.7431193
Min length	3

Unique

Unique	3 ?
Unique (%)	2.8%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	77	70.6%
0.0	29	26.6%
37.0	1	0.9%
8.5	1	0.9%
808.08	1	0.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	77	70.6%
0.0	29	26.6%
37.0	1	0.9%
8.5	1	0.9%
808.08	1	0.9%

총면적
Real number (ℝ)

Distinct	102
Distinct (%)	93.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2705.1566

Minimum	1
Maximum	269055
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	1
5-th percentile	33.92
Q1	82
median	181.43
Q3	344
95-th percentile	671.228
Maximum	269055
Range	269054
Interquartile range (IQR)	262

Descriptive statistics

Standard deviation	25748.616
Coefficient of variation (CV)	9.5183459
Kurtosis	108.98766
Mean	2705.1566
Median Absolute Deviation (MAD)	114.97
Skewness	10.439429
Sum	294862.07
Variance	6.6299124 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
296.4	3	2.8%
75.0	2	1.8%
60.0	2	1.8%
285.64	2	1.8%
167.39	2	1.8%
154.77	2	1.8%
768.0	1	0.9%
519.29	1	0.9%
390.9	1	0.9%
251.0	1	0.9%
Other values (92)	92	84.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.0	1	0.9%
21.0	1	0.9%
22.1	1	0.9%
23.0	1	0.9%
32.13	1	0.9%
32.5	1	0.9%
36.05	1	0.9%
36.12	1	0.9%
44.0	1	0.9%
46.2	1	0.9%

Value	Count	Frequency (%)
269055.0	1	0.9%
825.0	1	0.9%
808.08	1	0.9%
768.0	1	0.9%
727.8	1	0.9%
685.38	1	0.9%
650.0	1	0.9%
600.21	1	0.9%
543.0	1	0.9%
519.29	1	0.9%

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)	의료유사업종별명	직원수	자격증소유자수	보조직원수	시설관리자수	기타직원수	병상수	욕실면적	총면적
0	1	의료유사업	01_01_10_P	3410000	PHMB420043410023042400001	2004-09-06	<NA>	3	폐업	3	폐업	2009-06-16	<NA>	<NA>	<NA>	053-425-0041	<NA>	700-020	대구광역시 중구 향촌동 16번지	대구광역시 중구 북성로 106-6 (향촌동)	<NA>	뉴대구안마시술소	2009-06-16 13:43:50	I	2018-08-31 23:59:59	안마시술소	343880.629259	264937.042894	안마시술소	2	<NA>	<NA>	<NA>	<NA>	23	<NA>	768.0
1	2	의료유사업	01_01_10_P	3410000	PHMB420083410023042400001	2008-02-29	<NA>	3	폐업	3	폐업	2010-10-25	<NA>	<NA>	<NA>	053-818-0019	<NA>	700-803	대구광역시 중구 남산동 923번지 16호	대구광역시 중구 명륜로21길 84 (남산동)	<NA>	약손안마원	2010-10-25 16:32:34	I	2018-08-31 23:59:59	안마원	343872.247792	263822.337184	안마원	1	<NA>	<NA>	<NA>	<NA>	1	<NA>	63.0
2	3	의료유사업	01_01_10_P	3410000	PHMB420213410023042400001	2021-03-12	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	053-212-9933	<NA>	<NA>	대구광역시 중구 남산동 2111-1	대구광역시 중구 명덕로 179, 2층 (남산동)	41968	명덕건강안마원	2021-03-25 09:37:05	I	2021-03-27 00:23:11	안마원	343533.242982	263052.5128	안마원	2	<NA>	<NA>	<NA>	<NA>	4	<NA>	82.0
3	4	의료유사업	01_01_10_P	3410000	PHMB420163410023042400001	2016-03-17	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	0534257695	<NA>	<NA>	대구광역시 중구 태평로1가 1번지 187호 2층 241호	대구광역시 중구 태평로 177 (태평로1가, 태평라이프아파트)	41903	약손지압안마원	2016-03-23 09:14:30	I	2018-08-31 23:59:59	안마원	344204.52247	265028.313376	안마원	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	72.37
4	5	의료유사업	01_01_10_P	3410000	PHMB420093410023042400001	2009-10-09	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	053-253-1889	<NA>	700-060	대구광역시 중구 남일동 131번지 1호	대구광역시 중구 중앙대로79길 13 (남일동)	41935	영광안마원	2012-05-23 10:48:17	I	2018-08-31 23:59:59	안마원	343780.389658	264381.007106	안마원	1	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	76.0
5	6	의료유사업	01_01_10_P	3410000	PHMB420153410023042400001	2015-12-16	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	053-254-7579	<NA>	<NA>	<NA>	대구광역시 중구 중앙대로79길 13, 평강빌딩동 201호 (남일동, 근린생활시설)	41935	허준안마원	2022-08-04 10:53:00	U	2022-08-06 02:40:00	안마원	343780.389658	264381.007106	안마원	4	0	0	0	0	0	0.0	75.0
6	7	의료유사업	01_01_10_P	3420000	PHMB420133420023042400001	2013-11-28	<NA>	3	폐업	3	폐업	2021-01-20	<NA>	<NA>	<NA>	053-755-6982	<NA>	701-830	대구광역시 동구 신천4동 375번지 10호	대구광역시 동구 동부로30길 35-1 (신천동)	41248	더원안마시술소	2021-01-21 09:17:18	U	2021-01-23 02:40:00	안마시술소	347053.544234	264961.010488	안마시술소	3	<NA>	<NA>	<NA>	<NA>	19	<NA>	383.45
7	8	의료유사업	01_01_10_P	3420000	PHMB420143420023042400001	2014-11-24	<NA>	3	폐업	3	폐업	2019-03-04	<NA>	<NA>	<NA>	053-323-2131	<NA>	701-815	대구광역시 동구 신암동 214번지 11호	대구광역시 동구 아양로 50 (신암동)	41208	수안마시술소	2019-03-05 08:51:21	U	2019-03-07 02:40:00	안마시술소	346183.075894	265851.019832	안마시술소	2	<NA>	<NA>	<NA>	<NA>	10	<NA>	296.4
8	9	의료유사업	01_01_10_P	3420000	PHMB420173420023042400002	2017-12-26	<NA>	3	폐업	3	폐업	2018-03-06	<NA>	<NA>	<NA>	<NA>	<NA>	41036	<NA>	대구광역시 동구 팔공로26길 52-1, 1층 (도동)	41036	참시원안마원	2018-03-06 18:08:50	I	2018-08-31 23:59:59	안마원	348533.907955	269002.509521	안마원	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	55.51
9	10	의료유사업	01_01_10_P	3420000	PHMB420013420023042400001	2001-11-01	<NA>	3	폐업	3	폐업	2013-12-16	<NA>	<NA>	<NA>	053-751-0444	<NA>	701-020	대구광역시 동구 신천동 381번지 3호	대구광역시 동구 동부로30길 13 (신천동)	701-828	두꺼비안마시술소	2013-12-26 10:52:59	I	2018-08-31 23:59:59	안마시술소	347049.715702	265189.992075	안마시술소	2	<NA>	<NA>	<NA>	<NA>	7	<NA>	312.11

	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)	의료유사업종별명	직원수	자격증소유자수	보조직원수	시설관리자수	기타직원수	병상수	욕실면적	총면적
99	100	의료유사업	01_01_10_P	3470000	PHMB420153470022042400001	2015-02-09	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	053-563-3375	<NA>	<NA>	대구광역시 달서구 본동 1149번지 1호	대구광역시 달서구 학산로 127, 1,2층 (본동)	42733	송원지압안마원	2019-04-03 18:01:48	U	2019-04-05 02:40:00	안마원	339115.49497	260394.412622	안마원	3	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	102.29
100	101	의료유사업	01_01_10_P	3470000	PHMB420153470022042400003	2015-12-29	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	053-556-2224	<NA>	<NA>	대구광역시 달서구 두류동 840번지 193호	대구광역시 달서구 달구벌대로 1870, 5층 (두류동)	42661	달구벌안마센터안마원	2020-01-23 18:28:55	U	2020-01-25 02:40:00	안마원	341657.571201	263456.032372	안마원	3	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	174.9
101	102	의료유사업	01_01_10_P	3470000	PHMB420193470022042400002	2019-10-08	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	053-583-7770	<NA>	<NA>	대구광역시 달서구 파호동 82번지 26호	대구광역시 달서구 호산로29길 117, 2층 (파호동)	42706	시원한안마원	2019-10-16 09:46:33	I	2019-10-18 00:23:09	안마원	333384.54498	262346.981516	안마원	1	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	132.25
102	103	의료유사업	01_01_10_P	3470000	PHMB420183470022042400001	2018-08-24	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	053-631-2020	<NA>	<NA>	대구광역시 달서구 송현동 1944-11	대구광역시 달서구 월배로 322, PK빌딩 5층 (송현동)	42824	성모지압안마원	2022-01-05 16:44:57	U	2022-01-07 02:40:00	안마원	339666.76055	259330.613944	안마원	1	0	0	0	0	0	0.0	105.0
103	104	의료유사업	01_01_10_P	3470000	PHMB420203470022042400001	2020-09-10	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	053-941-1906	<NA>	<NA>	대구광역시 달서구 송현동 1979-17	대구광역시 달서구 월배로80길 66, 1층 (송현동)	42821	진안마원	2022-01-05 16:39:04	U	2022-01-07 02:40:00	안마원	340336.994035	259768.390556	안마원	0	0	0	0	0	0	0.0	23.0
104	105	의료유사업	01_01_10_P	3470000	PHMB420203470022042400002	2020-10-08	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	대구광역시 달서구 달구벌대로 1545, 골든뷰 메디타워 603호 (죽전동)	42633	몸편한안마원	2020-10-19 10:03:51	I	2020-10-21 00:23:19	안마원	338692.0692	262218.018119	안마원	4	<NA>	<NA>	<NA>	<NA>	8	0.0	184.37
105	106	의료유사업	01_01_10_P	3470000	PHMB420183470022042400002	2018-11-20	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	053-658-8885	<NA>	<NA>	대구광역시 달서구 두류동 472번지 11호	대구광역시 달서구 두류공원로 267, 2층 (두류동)	42647	밝은세상안마원 두류역점	2018-11-26 17:56:30	I	2018-11-28 02:20:01	안마원	340628.216826	262980.547932	안마원	<NA>	<NA>	<NA>	<NA>	<NA>	0	0.0	192.06
106	107	의료유사업	01_01_10_P	3470000	PHMB420173470022042400001	2017-07-14	<NA>	3	폐업	3	폐업	2018-12-10	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	대구광역시 달서구 두류동 497번지 2호	대구광역시 달서구 달구벌대로344길 68, 301호 (두류동)	42645	더힐링안마원(광장코아점)	2018-12-10 13:27:57	U	2018-12-12 02:40:00	안마원	340063.54193	262666.756478	안마원	0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	97.74
107	108	의료유사업	01_01_10_P	3480000	PHMB420193480012042400001	2019-06-14	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	053-614-2626	<NA>	<NA>	대구광역시 달성군 유가읍 봉리 606번지 2호	대구광역시 달성군 유가읍 테크노중앙대로 240, 한라하우젠트상가 3층 306호	43018	웅s의 몸사랑이야기	2019-06-21 09:53:59	I	2019-06-23 02:21:37	안마원	331786.686501	244554.291476	안마원	1	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	101.33
108	109	의료유사업	01_01_10_P	3480000	PHMB420033480012042400001	2003-09-18	<NA>	3	폐업	3	폐업	2009-12-22	<NA>	<NA>	<NA>	617-1818	<NA>	711-872	대구광역시 달성군 현풍면 부리 453번지 1호 외3필지	대구광역시 달성군 현풍면 현풍중앙로 94 (외3필지)	<NA>	현풍안마시술소	2014-03-21 10:58:45	I	2018-08-31 23:59:59	안마시술소	330472.771478	245132.142998	안마시술소	2	<NA>	<NA>	<NA>	<NA>	8	0.0	188.76

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