gimi9 Pandas Profiling

Dataset statistics

Number of variables	41
Number of observations	839
Missing cells	12704
Missing cells (%)	36.9%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	286.9 KiB
Average record size in memory	350.2 B

Variable types

Categorical	11
Text	8
DateTime	6
Unsupported	9
Numeric	7

Dataset

Description	개방자치단체코드,관리번호,인허가일자,인허가취소일자,영업상태코드,영업상태명,상세영업상태코드,상세영업상태명,폐업일자,휴업시작일자,휴업종료일자,재개업일자,전화번호,소재지면적,소재지우편번호,지번주소,도로명주소,도로명우편번호,사업장명,최종수정일자,데이터갱신구분,데이터갱신일자,업태구분명,좌표정보(X),좌표정보(Y),의료기관종별명,의료인수,입원실수,병상수,총면적,진료과목내용,진료과목내용명,지정취소일자,완화의료지정형태,완화의료담당부서명,구급차특수,구급차일반,총인원,구조사수,허가병상수,최초지정일자
Author	중랑구
URL	https://data.seoul.go.kr/dataList/OA-16220/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`영업상태코드` is highly imbalanced (57.9%)	Imbalance
`영업상태명` is highly imbalanced (57.9%)	Imbalance
`상세영업상태코드` is highly imbalanced (57.9%)	Imbalance
`상세영업상태명` is highly imbalanced (57.9%)	Imbalance
`인허가취소일자` has 839 (100.0%) missing values	Missing
`폐업일자` has 574 (68.4%) missing values	Missing
`휴업시작일자` has 832 (99.2%) missing values	Missing
`휴업종료일자` has 832 (99.2%) missing values	Missing
`재개업일자` has 839 (100.0%) missing values	Missing
`전화번호` has 29 (3.5%) missing values	Missing
`소재지면적` has 839 (100.0%) missing values	Missing
`소재지우편번호` has 385 (45.9%) missing values	Missing
`지번주소` has 125 (14.9%) missing values	Missing
`도로명주소` has 107 (12.8%) missing values	Missing
`도로명우편번호` has 107 (12.8%) missing values	Missing
`좌표정보(X)` has 85 (10.1%) missing values	Missing
`좌표정보(Y)` has 85 (10.1%) missing values	Missing
`의료인수` has 332 (39.6%) missing values	Missing
`입원실수` has 332 (39.6%) missing values	Missing
`병상수` has 332 (39.6%) missing values	Missing
`총면적` has 332 (39.6%) missing values	Missing
`진료과목내용` has 332 (39.6%) missing values	Missing
`진료과목내용명` has 332 (39.6%) missing values	Missing
`지정취소일자` has 839 (100.0%) missing values	Missing
`완화의료지정형태` has 839 (100.0%) missing values	Missing
`완화의료담당부서명` has 839 (100.0%) missing values	Missing
`총인원` has 839 (100.0%) missing values	Missing
`구조사수` has 839 (100.0%) missing values	Missing
`최초지정일자` has 839 (100.0%) missing values	Missing
`관리번호` 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
`지정취소일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`완화의료지정형태` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`완화의료담당부서명` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`총인원` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`구조사수` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`최초지정일자` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`의료인수` has 34 (4.1%) zeros	Zeros
`입원실수` has 466 (55.5%) zeros	Zeros
`병상수` has 458 (54.6%) zeros	Zeros
`총면적` has 83 (9.9%) zeros	Zeros

Reproduction

Analysis started	2024-05-11 06:45:41.981854
Analysis finished	2024-05-11 06:45:44.736250
Duration	2.75 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

개방자치단체코드
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	6.7 KiB

3060000	839

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3060000
2nd row	3060000
3rd row	3060000
4th row	3060000
5th row	3060000

Common Values

Value	Count	Frequency (%)
3060000	839	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3060000	839	100.0%

관리번호
Text

UNIQUE

Distinct	839
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	6.7 KiB

Length

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

Characters and Unicode

Total characters	20975
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	839 ?
Unique (%)	100.0%

Sample

1st row	PHMA119693060034041100001
2nd row	PHMA119693060034041100002
3rd row	PHMA119703060034041100001
4th row	PHMA119703060034041100002
5th row	PHMA119713060034041100001

Value	Count	Frequency (%)
phma119693060034041100001	1	0.1%
phma120153060034041100011	1	0.1%
phma120123060034041100006	1	0.1%
phma120113060034041100018	1	0.1%
phma120113060034041100019	1	0.1%
phma120113060034041100020	1	0.1%
phma120113060034041100021	1	0.1%
phma120113060034041100022	1	0.1%
phma120123060034041100001	1	0.1%
phma120123060034041100002	1	0.1%
Other values (829)	829	98.8%

Most occurring characters

Value	Count	Frequency (%)
0	7285	34.7%
1	3462	16.5%
3	1903	9.1%
4	1848	8.8%
2	1036	4.9%
6	1004	4.8%
P	839	4.0%
H	839	4.0%
M	839	4.0%
A	839	4.0%
Other values (4)	1081	5.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	17619	84.0%
Uppercase Letter	3356	16.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	7285	41.3%
1	3462	19.6%
3	1903	10.8%
4	1848	10.5%
2	1036	5.9%
6	1004	5.7%
9	532	3.0%
8	204	1.2%
7	197	1.1%
5	148	0.8%

Uppercase Letter

Value	Count	Frequency (%)
P	839	25.0%
H	839	25.0%
M	839	25.0%
A	839	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	17619	84.0%
Latin	3356	16.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	7285	41.3%
1	3462	19.6%
3	1903	10.8%
4	1848	10.5%
2	1036	5.9%
6	1004	5.7%
9	532	3.0%
8	204	1.2%
7	197	1.1%
5	148	0.8%

Latin

Value	Count	Frequency (%)
P	839	25.0%
H	839	25.0%
M	839	25.0%
A	839	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	20975	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	7285	34.7%
1	3462	16.5%
3	1903	9.1%
4	1848	8.8%
2	1036	4.9%
6	1004	4.8%
P	839	4.0%
H	839	4.0%
M	839	4.0%
A	839	4.0%
Other values (4)	1081	5.2%

인허가일자
Date

Distinct	779
Distinct (%)	92.8%
Missing	0
Missing (%)	0.0%
Memory size	6.7 KiB

Minimum	1969-08-19 00:00:00
Maximum	2024-04-18 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	839
Missing (%)	100.0%
Memory size	7.5 KiB

영업상태코드
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	6.7 KiB

1	546
3	289
5	2
2	1
4	1

Length

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

Unique

Unique	2 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
1	546	65.1%
3	289	34.4%
5	2	0.2%
2	1	0.1%
4	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	546	65.1%
3	289	34.4%
5	2	0.2%
2	1	0.1%
4	1	0.1%

영업상태명
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	6.7 KiB

영업/정상	546
폐업	289
제외/삭제/전출	2
휴업	1
취소/말소/만료/정지/중지	1

Length

Max length	14
Median length	5
Mean length	3.9809297
Min length	2

Unique

Unique	2 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
영업/정상	546	65.1%
폐업	289	34.4%
제외/삭제/전출	2	0.2%
휴업	1	0.1%
취소/말소/만료/정지/중지	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업/정상	546	65.1%
폐업	289	34.4%
제외/삭제/전출	2	0.2%
휴업	1	0.1%
취소/말소/만료/정지/중지	1	0.1%

상세영업상태코드
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	6.7 KiB

13	546
3	289
15	2
2	1
24	1

Length

Max length	2
Median length	2
Mean length	1.6543504
Min length	1

Unique

Unique	2 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
13	546	65.1%
3	289	34.4%
15	2	0.2%
2	1	0.1%
24	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
13	546	65.1%
3	289	34.4%
15	2	0.2%
2	1	0.1%
24	1	0.1%

상세영업상태명
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	6.7 KiB

영업중	546
폐업	289
전출	2
휴업	1
직권폐업	1

Length

Max length	4
Median length	3
Mean length	2.6531585
Min length	2

Unique

Unique	2 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
영업중	546	65.1%
폐업	289	34.4%
전출	2	0.2%
휴업	1	0.1%
직권폐업	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업중	546	65.1%
폐업	289	34.4%
전출	2	0.2%
휴업	1	0.1%
직권폐업	1	0.1%

폐업일자
Date

MISSING

Distinct	250
Distinct (%)	94.3%
Missing	574
Missing (%)	68.4%
Memory size	6.7 KiB

Minimum	2003-02-28 00:00:00
Maximum	2024-02-28 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Date

MISSING

Distinct	6
Distinct (%)	85.7%
Missing	832
Missing (%)	99.2%
Memory size	6.7 KiB

Minimum	2009-03-01 00:00:00
Maximum	2023-08-07 00:00:00

Histogram

Histogram with fixed size bins (bins=6)

휴업종료일자
Date

MISSING

Distinct	6
Distinct (%)	85.7%
Missing	832
Missing (%)	99.2%
Memory size	6.7 KiB

Minimum	2009-09-01 00:00:00
Maximum	2024-08-02 00:00:00

Histogram

Histogram with fixed size bins (bins=6)

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	839
Missing (%)	100.0%
Memory size	7.5 KiB

전화번호
Text

MISSING

Distinct	759
Distinct (%)	93.7%
Missing	29
Missing (%)	3.5%
Memory size	6.7 KiB

Length

Max length	17
Median length	11
Mean length	11.009877
Min length	3

Characters and Unicode

Total characters	8918
Distinct characters	15
Distinct categories	6 ?
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	716 ?
Unique (%)	88.4%

Sample

1st row	02-434-3035
2nd row	02-434-4325
3rd row	02-433-1909
4th row	02-434-2732
5th row	02-434-1700

Value	Count	Frequency (%)
02-972-0114	4	0.5%
432-2857	4	0.5%
02-433-1075	3	0.4%
02-437-6152	3	0.4%
02-435-2878	3	0.4%
02-6212-0064	3	0.4%
02-435-4050	2	0.2%
02-432-1075	2	0.2%
2207-7770	2	0.2%
02-2208-7582	2	0.2%
Other values (749)	782	96.5%

Most occurring characters

Value	Count	Frequency (%)
-	1537	17.2%
2	1523	17.1%
0	1295	14.5%
4	838	9.4%
3	782	8.8%
5	613	6.9%
7	608	6.8%
9	521	5.8%
8	481	5.4%
1	440	4.9%
Other values (5)	280	3.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	7377	82.7%
Dash Punctuation	1537	17.2%
Other Punctuation	1	< 0.1%
Math Symbol	1	< 0.1%
Open Punctuation	1	< 0.1%
Close Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	1523	20.6%
0	1295	17.6%
4	838	11.4%
3	782	10.6%
5	613	8.3%
7	608	8.2%
9	521	7.1%
8	481	6.5%
1	440	6.0%
6	276	3.7%

Dash Punctuation

Value	Count	Frequency (%)
-	1537	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	1	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	8918	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
-	1537	17.2%
2	1523	17.1%
0	1295	14.5%
4	838	9.4%
3	782	8.8%
5	613	6.9%
7	608	6.8%
9	521	5.8%
8	481	5.4%
1	440	4.9%
Other values (5)	280	3.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8918	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
-	1537	17.2%
2	1523	17.1%
0	1295	14.5%
4	838	9.4%
3	782	8.8%
5	613	6.9%
7	608	6.8%
9	521	5.8%
8	481	5.4%
1	440	4.9%
Other values (5)	280	3.1%

소재지면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	839
Missing (%)	100.0%
Memory size	7.5 KiB

소재지우편번호
Text

MISSING

Distinct	110
Distinct (%)	24.2%
Missing	385
Missing (%)	45.9%
Memory size	6.7 KiB

Length

Max length	7
Median length	6
Mean length	6.1123348
Min length	6

Characters and Unicode

Total characters	2775
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	42 ?
Unique (%)	9.3%

Sample

1st row	131200
2nd row	131819
3rd row	131831
4th row	131200
5th row	131120

Value	Count	Frequency (%)
131200	37	8.1%
131828	22	4.8%
131810	14	3.1%
131848	14	3.1%
131820	14	3.1%
131861	13	2.9%
131813	13	2.9%
131816	13	2.9%
131230	13	2.9%
131865	12	2.6%
Other values (100)	289	63.7%

Most occurring characters

Value	Count	Frequency (%)
1	1067	38.5%
3	536	19.3%
8	440	15.9%
0	214	7.7%
2	187	6.7%
6	85	3.1%
7	79	2.8%
5	61	2.2%
-	51	1.8%
4	31	1.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2724	98.2%
Dash Punctuation	51	1.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	1067	39.2%
3	536	19.7%
8	440	16.2%
0	214	7.9%
2	187	6.9%
6	85	3.1%
7	79	2.9%
5	61	2.2%
4	31	1.1%
9	24	0.9%

Dash Punctuation

Value	Count	Frequency (%)
-	51	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2775	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	1067	38.5%
3	536	19.3%
8	440	15.9%
0	214	7.7%
2	187	6.7%
6	85	3.1%
7	79	2.8%
5	61	2.2%
-	51	1.8%
4	31	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2775	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	1067	38.5%
3	536	19.3%
8	440	15.9%
0	214	7.7%
2	187	6.7%
6	85	3.1%
7	79	2.8%
5	61	2.2%
-	51	1.8%
4	31	1.1%

지번주소
Text

MISSING

Distinct	612
Distinct (%)	85.7%
Missing	125
Missing (%)	14.9%
Memory size	6.7 KiB

Length

Max length	46
Median length	40
Mean length	24.896359
Min length	17

Characters and Unicode

Total characters	17776
Distinct characters	210
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	532 ?
Unique (%)	74.5%

Sample

1st row	서울특별시 중랑구 면목3.8동 458-28
2nd row	서울특별시 중랑구 면목2동 131번지 1호
3rd row	서울특별시 중랑구 면목3.8동 496번지 3호
4th row	서울특별시 중랑구 면목본동 502-7
5th row	서울특별시 중랑구 중화2동 302-76

Value	Count	Frequency (%)
서울특별시	714	19.0%
중랑구	714	19.0%
면목동	138	3.7%
1호	67	1.8%
상봉동	66	1.8%
2층	58	1.5%
망우동	55	1.5%
묵동	47	1.3%
중화동	46	1.2%
망우본동	46	1.2%
Other values (615)	1805	48.1%

Most occurring characters

Value	Count	Frequency (%)
	3050	17.2%
중	809	4.6%
1	760	4.3%
동	745	4.2%
시	724	4.1%
구	715	4.0%
서	714	4.0%
특	714	4.0%
별	714	4.0%
랑	714	4.0%
Other values (200)	8117	45.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	10628	59.8%
Decimal Number	3792	21.3%
Space Separator	3050	17.2%
Dash Punctuation	177	1.0%
Other Punctuation	62	0.3%
Uppercase Letter	24	0.1%
Open Punctuation	19	0.1%
Close Punctuation	19	0.1%
Math Symbol	4	< 0.1%
Lowercase Letter	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
중	809	7.6%
동	745	7.0%
시	724	6.8%
구	715	6.7%
서	714	6.7%
특	714	6.7%
별	714	6.7%
랑	714	6.7%
울	714	6.7%
지	541	5.1%
Other values (169)	3524	33.2%

Uppercase Letter

Value	Count	Frequency (%)
S	7	29.2%
J	4	16.7%
H	2	8.3%
B	2	8.3%
C	2	8.3%
A	2	8.3%
F	1	4.2%
K	1	4.2%
M	1	4.2%
P	1	4.2%

Decimal Number

Value	Count	Frequency (%)
1	760	20.0%
2	572	15.1%
3	451	11.9%
4	361	9.5%
6	352	9.3%
0	336	8.9%
5	287	7.6%
8	252	6.6%
7	235	6.2%
9	186	4.9%

Other Punctuation

Value	Count	Frequency (%)
.	33	53.2%
,	25	40.3%
@	2	3.2%
&	2	3.2%

Space Separator

Value	Count	Frequency (%)
	3050	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	177	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	19	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	19	100.0%

Math Symbol

Value	Count	Frequency (%)
~	4	100.0%

Lowercase Letter

Value	Count	Frequency (%)
c	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	10628	59.8%
Common	7123	40.1%
Latin	25	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
중	809	7.6%
동	745	7.0%
시	724	6.8%
구	715	6.7%
서	714	6.7%
특	714	6.7%
별	714	6.7%
랑	714	6.7%
울	714	6.7%
지	541	5.1%
Other values (169)	3524	33.2%

Common

Value	Count	Frequency (%)
	3050	42.8%
1	760	10.7%
2	572	8.0%
3	451	6.3%
4	361	5.1%
6	352	4.9%
0	336	4.7%
5	287	4.0%
8	252	3.5%
7	235	3.3%
Other values (9)	467	6.6%

Latin

Value	Count	Frequency (%)
S	7	28.0%
J	4	16.0%
H	2	8.0%
B	2	8.0%
C	2	8.0%
A	2	8.0%
F	1	4.0%
K	1	4.0%
M	1	4.0%
c	1	4.0%
Other values (2)	2	8.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	10628	59.8%
ASCII	7148	40.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	3050	42.7%
1	760	10.6%
2	572	8.0%
3	451	6.3%
4	361	5.1%
6	352	4.9%
0	336	4.7%
5	287	4.0%
8	252	3.5%
7	235	3.3%
Other values (21)	492	6.9%

Hangul

Value	Count	Frequency (%)
중	809	7.6%
동	745	7.0%
시	724	6.8%
구	715	6.7%
서	714	6.7%
특	714	6.7%
별	714	6.7%
랑	714	6.7%
울	714	6.7%
지	541	5.1%
Other values (169)	3524	33.2%

도로명주소
Text

MISSING

Distinct	671
Distinct (%)	91.7%
Missing	107
Missing (%)	12.8%
Memory size	6.7 KiB

Length

Max length	71
Median length	54
Mean length	30.497268
Min length	21

Characters and Unicode

Total characters	22324
Distinct characters	242
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	622 ?
Unique (%)	85.0%

Sample

1st row	서울특별시 중랑구 면목로73길 10 (면목동)
2nd row	서울특별시 중랑구 봉우재로 120 (면목동)
3rd row	서울특별시 중랑구 면목로 365 (면목동)
4th row	서울특별시 중랑구 면목로 366 (면목동)
5th row	서울특별시 중랑구 면목로55길 9 (면목동)

Value	Count	Frequency (%)
서울특별시	732	15.8%
중랑구	732	15.8%
면목동	279	6.0%
2층	185	4.0%
면목로	132	2.9%
망우로	122	2.6%
망우동	106	2.3%
상봉동	101	2.2%
동일로	100	2.2%
중화동	90	1.9%
Other values (671)	2042	44.2%

Most occurring characters

Value	Count	Frequency (%)
	3889	17.4%
동	906	4.1%
중	847	3.8%
,	831	3.7%
랑	750	3.4%
시	746	3.3%
로	739	3.3%
(	738	3.3%
)	738	3.3%
구	734	3.3%
Other values (232)	11406	51.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	12641	56.6%
Space Separator	3889	17.4%
Decimal Number	3390	15.2%
Other Punctuation	834	3.7%
Open Punctuation	738	3.3%
Close Punctuation	738	3.3%
Uppercase Letter	40	0.2%
Dash Punctuation	26	0.1%
Math Symbol	23	0.1%
Lowercase Letter	5	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	906	7.2%
중	847	6.7%
랑	750	5.9%
시	746	5.9%
로	739	5.8%
구	734	5.8%
울	732	5.8%
별	732	5.8%
특	732	5.8%
서	732	5.8%
Other values (201)	4991	39.5%

Decimal Number

Value	Count	Frequency (%)
2	645	19.0%
3	489	14.4%
1	484	14.3%
4	371	10.9%
0	355	10.5%
5	249	7.3%
9	232	6.8%
7	196	5.8%
8	194	5.7%
6	175	5.2%

Uppercase Letter

Value	Count	Frequency (%)
B	9	22.5%
S	9	22.5%
J	6	15.0%
C	5	12.5%
K	3	7.5%
H	2	5.0%
A	2	5.0%
F	2	5.0%
M	1	2.5%
Y	1	2.5%

Other Punctuation

Value	Count	Frequency (%)
,	831	99.6%
&	2	0.2%
?	1	0.1%

Lowercase Letter

Value	Count	Frequency (%)
c	3	60.0%
s	1	20.0%
g	1	20.0%

Space Separator

Value	Count	Frequency (%)
	3889	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	738	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	738	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	26	100.0%

Math Symbol

Value	Count	Frequency (%)
~	23	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	12641	56.6%
Common	9638	43.2%
Latin	45	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	906	7.2%
중	847	6.7%
랑	750	5.9%
시	746	5.9%
로	739	5.8%
구	734	5.8%
울	732	5.8%
별	732	5.8%
특	732	5.8%
서	732	5.8%
Other values (201)	4991	39.5%

Common

Value	Count	Frequency (%)
	3889	40.4%
,	831	8.6%
(	738	7.7%
)	738	7.7%
2	645	6.7%
3	489	5.1%
1	484	5.0%
4	371	3.8%
0	355	3.7%
5	249	2.6%
Other values (8)	849	8.8%

Latin

Value	Count	Frequency (%)
B	9	20.0%
S	9	20.0%
J	6	13.3%
C	5	11.1%
c	3	6.7%
K	3	6.7%
H	2	4.4%
A	2	4.4%
F	2	4.4%
s	1	2.2%
Other values (3)	3	6.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	12641	56.6%
ASCII	9683	43.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	3889	40.2%
,	831	8.6%
(	738	7.6%
)	738	7.6%
2	645	6.7%
3	489	5.1%
1	484	5.0%
4	371	3.8%
0	355	3.7%
5	249	2.6%
Other values (21)	894	9.2%

Hangul

Value	Count	Frequency (%)
동	906	7.2%
중	847	6.7%
랑	750	5.9%
시	746	5.9%
로	739	5.8%
구	734	5.8%
울	732	5.8%
별	732	5.8%
특	732	5.8%
서	732	5.8%
Other values (201)	4991	39.5%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	175
Distinct (%)	23.9%
Missing	107
Missing (%)	12.8%
Infinite	0
Infinite (%)	0.0%
Mean	14354.227

Minimum	2005
Maximum	131882
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.5 KiB

Quantile statistics

Minimum	2005
5-th percentile	2017
Q1	2076
median	2146.5
Q3	2214
95-th percentile	131830.45
Maximum	131882
Range	129877
Interquartile range (IQR)	138

Descriptive statistics

Standard deviation	37915.893
Coefficient of variation (CV)	2.6414445
Kurtosis	5.7602286
Mean	14354.227
Median Absolute Deviation (MAD)	70.5
Skewness	2.7828837
Sum	10507294
Variance	1.4376149 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2238	29	3.5%
2161	20	2.4%
2067	17	2.0%
2033	15	1.8%
2249	15	1.8%
2148	15	1.8%
2214	15	1.8%
2164	15	1.8%
2163	14	1.7%
2024	14	1.7%
Other values (165)	563	67.1%
(Missing)	107	12.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2005	8	1.0%
2006	10	1.2%
2007	1	0.1%
2009	4	0.5%
2010	4	0.5%
2013	4	0.5%
2014	2	0.2%
2015	3	0.4%
2017	7	0.8%
2018	3	0.4%

Value	Count	Frequency (%)
131882	1	0.1%
131881	3	0.4%
131880	1	0.1%
131878	5	0.6%
131877	4	0.5%
131868	1	0.1%
131867	1	0.1%
131865	1	0.1%
131861	6	0.7%
131860	1	0.1%

사업장명
Text

Distinct	815
Distinct (%)	97.1%
Missing	0
Missing (%)	0.0%
Memory size	6.7 KiB

Length

Max length	24
Median length	19
Mean length	7.4171633
Min length	3

Characters and Unicode

Total characters	6223
Distinct characters	366
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	797 ?
Unique (%)	95.0%

Sample

1st row	삼오의원
2nd row	사암은성한의원
3rd row	재동의원
4th row	권소아과의원
5th row	면목의원

Value	Count	Frequency (%)
내과의원	7	0.8%
한솔치과의원	5	0.6%
참우리치과의원	4	0.5%
고려중앙의원	3	0.3%
의원	3	0.3%
우리의원	2	0.2%
인치과의원	2	0.2%
이비인후과의원	2	0.2%
정다운내과의원	2	0.2%
신경외과의원	2	0.2%
Other values (819)	835	96.3%

Most occurring characters

Value	Count	Frequency (%)
의	902	14.5%
원	851	13.7%
과	535	8.6%
치	225	3.6%
한	222	3.6%
정	108	1.7%
이	96	1.5%
소	78	1.3%
서	76	1.2%
인	75	1.2%
Other values (356)	3055	49.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	6133	98.6%
Space Separator	28	0.4%
Decimal Number	22	0.4%
Uppercase Letter	16	0.3%
Lowercase Letter	7	0.1%
Other Punctuation	6	0.1%
Open Punctuation	5	0.1%
Close Punctuation	5	0.1%
Dash Punctuation	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
의	902	14.7%
원	851	13.9%
과	535	8.7%
치	225	3.7%
한	222	3.6%
정	108	1.8%
이	96	1.6%
소	78	1.3%
서	76	1.2%
인	75	1.2%
Other values (330)	2965	48.3%

Uppercase Letter

Value	Count	Frequency (%)
L	2	12.5%
B	2	12.5%
K	2	12.5%
O	2	12.5%
D	2	12.5%
Y	1	6.2%
S	1	6.2%
I	1	6.2%
J	1	6.2%
C	1	6.2%

Decimal Number

Value	Count	Frequency (%)
6	7	31.8%
5	7	31.8%
3	7	31.8%
1	1	4.5%

Lowercase Letter

Value	Count	Frequency (%)
e	3	42.9%
c	2	28.6%
k	1	14.3%
m	1	14.3%

Other Punctuation

Value	Count	Frequency (%)
&	3	50.0%
.	2	33.3%
?	1	16.7%

Space Separator

Value	Count	Frequency (%)
	28	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	5	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	5	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	6133	98.6%
Common	67	1.1%
Latin	23	0.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
의	902	14.7%
원	851	13.9%
과	535	8.7%
치	225	3.7%
한	222	3.6%
정	108	1.8%
이	96	1.6%
소	78	1.3%
서	76	1.2%
인	75	1.2%
Other values (330)	2965	48.3%

Latin

Value	Count	Frequency (%)
e	3	13.0%
L	2	8.7%
B	2	8.7%
K	2	8.7%
O	2	8.7%
D	2	8.7%
c	2	8.7%
Y	1	4.3%
S	1	4.3%
k	1	4.3%
Other values (5)	5	21.7%

Common

Value	Count	Frequency (%)
	28	41.8%
6	7	10.4%
5	7	10.4%
3	7	10.4%
(	5	7.5%
)	5	7.5%
&	3	4.5%
.	2	3.0%
?	1	1.5%
-	1	1.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	6133	98.6%
ASCII	90	1.4%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
의	902	14.7%
원	851	13.9%
과	535	8.7%
치	225	3.7%
한	222	3.6%
정	108	1.8%
이	96	1.6%
소	78	1.3%
서	76	1.2%
인	75	1.2%
Other values (330)	2965	48.3%

ASCII

Value	Count	Frequency (%)
	28	31.1%
6	7	7.8%
5	7	7.8%
3	7	7.8%
(	5	5.6%
)	5	5.6%
&	3	3.3%
e	3	3.3%
L	2	2.2%
B	2	2.2%
Other values (16)	21	23.3%

최종수정일자
Date

Distinct	741
Distinct (%)	88.3%
Missing	0
Missing (%)	0.0%
Memory size	6.7 KiB

Minimum	2008-12-12 13:18:40
Maximum	2024-05-09 23:43:17

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	6.7 KiB

U	516
I	323

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	I

Common Values

Value	Count	Frequency (%)
U	516	61.5%
I	323	38.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
u	516	61.5%
i	323	38.5%

데이터갱신일자
Date

Distinct	341
Distinct (%)	40.6%
Missing	0
Missing (%)	0.0%
Memory size	6.7 KiB

Minimum	2018-08-31 23:59:59
Maximum	2023-12-05 00:09:00

Histogram

Histogram with fixed size bins (bins=50)

업태구분명
Categorical

Distinct	4
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	6.7 KiB

의원	446
치과의원	222
한의원	170
보건소	1

Length

Max length	4
Median length	2
Mean length	2.7330155
Min length	2

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
의원	446	53.2%
치과의원	222	26.5%
한의원	170	20.3%
보건소	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
의원	446	53.2%
치과의원	222	26.5%
한의원	170	20.3%
보건소	1	0.1%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	371
Distinct (%)	49.2%
Missing	85
Missing (%)	10.1%
Infinite	0
Infinite (%)	0.0%
Mean	207636.05

Minimum	206260.39
Maximum	209931.17
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.5 KiB

Quantile statistics

Minimum	206260.39
5-th percentile	206689.36
Q1	206970.01
median	207632.44
Q3	208185.59
95-th percentile	208782
Maximum	209931.17
Range	3670.7783
Interquartile range (IQR)	1215.5808

Descriptive statistics

Standard deviation	707.44203
Coefficient of variation (CV)	0.0034071252
Kurtosis	-0.70657946
Mean	207636.05
Median Absolute Deviation (MAD)	638.56198
Skewness	0.28422843
Sum	1.5655758 × 10⁸
Variance	500474.23
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
207605.319631481	11	1.3%
207774.836673489	10	1.2%
208368.252033443	8	1.0%
206689.364439191	8	1.0%
207617.179168072	8	1.0%
206556.148986381	8	1.0%
207708.434592968	8	1.0%
208295.099818379	8	1.0%
208112.860200669	8	1.0%
206777.731391054	7	0.8%
Other values (361)	670	79.9%
(Missing)	85	10.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
206260.394582177	1	0.1%
206264.85197789	1	0.1%
206328.066671402	5	0.6%
206474.047423329	2	0.2%
206526.002200022	3	0.4%
206544.310283401	5	0.6%
206556.148986381	8	1.0%
206595.707775401	3	0.4%
206604.835791303	1	0.1%
206609.39082744	1	0.1%

Value	Count	Frequency (%)
209931.172836	1	0.1%
209521.169706304	1	0.1%
209474.519086574	1	0.1%
209399.93927584	1	0.1%
209370.000863676	2	0.2%
209334.242134459	2	0.2%
209328.918216494	1	0.1%
209177.682798072	2	0.2%
209166.977424427	2	0.2%
209083.646196172	3	0.4%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	372
Distinct (%)	49.3%
Missing	85
Missing (%)	10.1%
Infinite	0
Infinite (%)	0.0%
Mean	454794.79

Minimum	452081.67
Maximum	457462.77
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.5 KiB

Quantile statistics

Minimum	452081.67
5-th percentile	453048.69
Q1	454029.9
median	454794.04
Q3	455506.69
95-th percentile	456847.23
Maximum	457462.77
Range	5381.1003
Interquartile range (IQR)	1476.7943

Descriptive statistics

Standard deviation	1184.4614
Coefficient of variation (CV)	0.0026043864
Kurtosis	-0.64823754
Mean	454794.79
Median Absolute Deviation (MAD)	735.05081
Skewness	0.12042201
Sum	3.4291527 × 10⁸
Variance	1402948.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
454476.402983363	11	1.3%
453110.937458652	10	1.2%
456040.864473831	8	1.0%
454613.651437081	8	1.0%
454085.603460975	8	1.0%
454633.631796621	8	1.0%
453190.864383804	8	1.0%
456014.999180519	8	1.0%
457113.638411288	8	1.0%
456837.219624564	7	0.8%
Other values (362)	670	79.9%
(Missing)	85	10.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
452081.666398687	1	0.1%
452208.962087382	1	0.1%
452255.50528181	2	0.2%
452296.055921315	1	0.1%
452454.938575965	2	0.2%
452476.697093769	1	0.1%
452517.896471138	1	0.1%
452545.807965778	2	0.2%
452559.069780901	1	0.1%
452612.838793228	1	0.1%

Value	Count	Frequency (%)
457462.766652935	1	0.1%
457446.479605	1	0.1%
457438.909754748	2	0.2%
457219.369142777	1	0.1%
457210.837407128	1	0.1%
457183.637796144	3	0.4%
457174.958326298	3	0.4%
457150.626367535	1	0.1%
457119.275239846	1	0.1%
457113.638411288	8	1.0%

의료기관종별명
Categorical

Distinct	5
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	6.7 KiB

<NA>	332
의원	284
치과의원	155
한의원	67
보건소	1

Length

Max length	4
Median length	4
Mean length	3.2419547
Min length	2

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	332	39.6%
의원	284	33.8%
치과의원	155	18.5%
한의원	67	8.0%
보건소	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	332	39.6%
의원	284	33.8%
치과의원	155	18.5%
한의원	67	8.0%
보건소	1	0.1%

의료인수
Real number (ℝ)

MISSING ZEROS

Distinct	8
Distinct (%)	1.6%
Missing	332
Missing (%)	39.6%
Infinite	0
Infinite (%)	0.0%
Mean	1.1794872

Minimum	0
Maximum	17
Zeros	34
Zeros (%)	4.1%
Negative	0
Negative (%)	0.0%
Memory size	7.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	1
95-th percentile	2
Maximum	17
Range	17
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.98873763
Coefficient of variation (CV)	0.83827756
Kurtosis	132.09962
Mean	1.1794872
Median Absolute Deviation (MAD)	0
Skewness	9.0804937
Sum	598
Variance	0.97760211
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
1	397	47.3%
2	56	6.7%
0	34	4.1%
3	9	1.1%
4	7	0.8%
6	2	0.2%
17	1	0.1%
5	1	0.1%
(Missing)	332	39.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	34	4.1%
1	397	47.3%
2	56	6.7%
3	9	1.1%
4	7	0.8%
5	1	0.1%
6	2	0.2%
17	1	0.1%

Value	Count	Frequency (%)
17	1	0.1%
6	2	0.2%
5	1	0.1%
4	7	0.8%
3	9	1.1%
2	56	6.7%
1	397	47.3%
0	34	4.1%

입원실수
Real number (ℝ)

MISSING ZEROS

Distinct	15
Distinct (%)	3.0%
Missing	332
Missing (%)	39.6%
Infinite	0
Infinite (%)	0.0%
Mean	0.43392505

Minimum	0
Maximum	16
Zeros	466
Zeros (%)	55.5%
Negative	0
Negative (%)	0.0%
Memory size	7.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	3.7
Maximum	16
Range	16
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.8169908
Coefficient of variation (CV)	4.1873379
Kurtosis	28.482158
Mean	0.43392505
Median Absolute Deviation (MAD)	0
Skewness	5.0711241
Sum	220
Variance	3.3014555
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
0	466	55.5%
1	9	1.1%
6	7	0.8%
5	5	0.6%
10	3	0.4%
2	3	0.4%
3	3	0.4%
7	3	0.4%
4	2	0.2%
9	1	0.1%
Other values (5)	5	0.6%
(Missing)	332	39.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	466	55.5%
1	9	1.1%
2	3	0.4%
3	3	0.4%
4	2	0.2%
5	5	0.6%
6	7	0.8%
7	3	0.4%
8	1	0.1%
9	1	0.1%

Value	Count	Frequency (%)
16	1	0.1%
14	1	0.1%
12	1	0.1%
11	1	0.1%
10	3	0.4%
9	1	0.1%
8	1	0.1%
7	3	0.4%
6	7	0.8%
5	5	0.6%

병상수
Real number (ℝ)

MISSING ZEROS

Distinct	23
Distinct (%)	4.5%
Missing	332
Missing (%)	39.6%
Infinite	0
Infinite (%)	0.0%
Mean	1.3944773

Minimum	0
Maximum	49
Zeros	458
Zeros (%)	54.6%
Negative	0
Negative (%)	0.0%
Memory size	7.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	6.7
Maximum	49
Range	49
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	6.1388906
Coefficient of variation (CV)	4.4022879
Kurtosis	33.614819
Mean	1.3944773
Median Absolute Deviation (MAD)	0
Skewness	5.5432964
Sum	707
Variance	37.685977
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
0	458	54.6%
3	7	0.8%
2	6	0.7%
4	4	0.5%
29	4	0.5%
49	4	0.5%
21	3	0.4%
1	3	0.4%
5	2	0.2%
8	2	0.2%
Other values (13)	14	1.7%
(Missing)	332	39.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	458	54.6%
1	3	0.4%
2	6	0.7%
3	7	0.8%
4	4	0.5%
5	2	0.2%
6	1	0.1%
7	1	0.1%
8	2	0.2%
9	1	0.1%

Value	Count	Frequency (%)
49	4	0.5%
34	1	0.1%
29	4	0.5%
28	1	0.1%
24	2	0.2%
22	1	0.1%
21	3	0.4%
20	1	0.1%
18	1	0.1%
17	1	0.1%

총면적
Real number (ℝ)

MISSING ZEROS

Distinct	379
Distinct (%)	74.8%
Missing	332
Missing (%)	39.6%
Infinite	0
Infinite (%)	0.0%
Mean	137.22846

Minimum	0
Maximum	1362.3
Zeros	83
Zeros (%)	9.9%
Negative	0
Negative (%)	0.0%
Memory size	7.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	65.045
median	108.8
Q3	169.42
95-th percentile	397.629
Maximum	1362.3
Range	1362.3
Interquartile range (IQR)	104.375

Descriptive statistics

Standard deviation	143.01555
Coefficient of variation (CV)	1.0421712
Kurtosis	16.66594
Mean	137.22846
Median Absolute Deviation (MAD)	50.9
Skewness	3.1891801
Sum	69574.83
Variance	20453.449
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	83	9.9%
140.0	4	0.5%
233.0	4	0.5%
361.12	3	0.4%
180.0	3	0.4%
107.0	3	0.4%
206.4	3	0.4%
73.5	2	0.2%
86.11	2	0.2%
402.66	2	0.2%
Other values (369)	398	47.4%
(Missing)	332	39.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	83	9.9%
1.0	1	0.1%
10.0	1	0.1%
16.8	1	0.1%
19.24	1	0.1%
29.0	1	0.1%
36.1	1	0.1%
36.7	1	0.1%
39.66	1	0.1%
42.24	1	0.1%

Value	Count	Frequency (%)
1362.3	1	0.1%
895.96	2	0.2%
888.88	1	0.1%
883.19	1	0.1%
645.25	2	0.2%
603.18	1	0.1%
600.2	1	0.1%
559.5	2	0.2%
554.88	1	0.1%
541.79	1	0.1%

진료과목내용
Text

MISSING

Distinct	203
Distinct (%)	40.0%
Missing	332
Missing (%)	39.6%
Memory size	6.7 KiB

Length

Max length	59
Median length	51
Mean length	12.672584
Min length	3

Characters and Unicode

Total characters	6425
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	163 ?
Unique (%)	32.1%

Sample

1st row	101
2nd row	101 122 111
3rd row	111
4th row	101
5th row	401

Value	Count	Frequency (%)
101	208	12.0%
401	125	7.2%
111	123	7.1%
114	113	6.5%
113	83	4.8%
105	65	3.8%
115	61	3.5%
301	61	3.5%
104	45	2.6%
122	42	2.4%
Other values (43)	807	46.6%

Most occurring characters

Value	Count	Frequency (%)
1	2051	31.9%
	1226	19.1%
0	1207	18.8%
4	627	9.8%
3	502	7.8%
2	252	3.9%
5	196	3.1%
6	113	1.8%
8	96	1.5%
9	80	1.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5199	80.9%
Space Separator	1226	19.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	2051	39.4%
0	1207	23.2%
4	627	12.1%
3	502	9.7%
2	252	4.8%
5	196	3.8%
6	113	2.2%
8	96	1.8%
9	80	1.5%
7	75	1.4%

Space Separator

Value	Count	Frequency (%)
	1226	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6425	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	2051	31.9%
	1226	19.1%
0	1207	18.8%
4	627	9.8%
3	502	7.8%
2	252	3.9%
5	196	3.1%
6	113	1.8%
8	96	1.5%
9	80	1.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6425	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	2051	31.9%
	1226	19.1%
0	1207	18.8%
4	627	9.8%
3	502	7.8%
2	252	3.9%
5	196	3.1%
6	113	1.8%
8	96	1.5%
9	80	1.2%

진료과목내용명
Text

MISSING

Distinct	158
Distinct (%)	31.2%
Missing	332
Missing (%)	39.6%
Memory size	6.7 KiB

Length

Max length	95
Median length	74
Mean length	19.7357
Min length	2

Characters and Unicode

Total characters	10006
Distinct characters	67
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	118 ?
Unique (%)	23.3%

Sample

1st row	내과
2nd row	내과, 소아청소년과, 가정의학과
3rd row	소아청소년과
4th row	내과
5th row	치과

Value	Count	Frequency (%)
내과	208	12.0%
치과	125	7.2%
소아청소년과	123	7.1%
피부과	113	6.5%
이비인후과	83	4.8%
정형외과	65	3.8%
비뇨의학과	61	3.5%
한방내과	61	3.5%
외과	45	2.6%
가정의학과	42	2.4%
Other values (34)	807	46.6%

Most occurring characters

Value	Count	Frequency (%)
과	1820	18.2%
,	1226	12.3%
	1226	12.3%
치	345	3.4%
소	316	3.2%
방	300	3.0%
내	298	3.0%
학	289	2.9%
의	281	2.8%
한	261	2.6%
Other values (57)	3644	36.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	7476	74.7%
Other Punctuation	1304	13.0%
Space Separator	1226	12.3%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
과	1820	24.3%
치	345	4.6%
소	316	4.2%
방	300	4.0%
내	298	4.0%
학	289	3.9%
의	281	3.8%
한	261	3.5%
부	222	3.0%
외	196	2.6%
Other values (54)	3148	42.1%

Other Punctuation

Value	Count	Frequency (%)
,	1226	94.0%
?	78	6.0%

Space Separator

Value	Count	Frequency (%)
	1226	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	7476	74.7%
Common	2530	25.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
과	1820	24.3%
치	345	4.6%
소	316	4.2%
방	300	4.0%
내	298	4.0%
학	289	3.9%
의	281	3.8%
한	261	3.5%
부	222	3.0%
외	196	2.6%
Other values (54)	3148	42.1%

Common

Value	Count	Frequency (%)
,	1226	48.5%
	1226	48.5%
?	78	3.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	7476	74.7%
ASCII	2530	25.3%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
과	1820	24.3%
치	345	4.6%
소	316	4.2%
방	300	4.0%
내	298	4.0%
학	289	3.9%
의	281	3.8%
한	261	3.5%
부	222	3.0%
외	196	2.6%
Other values (54)	3148	42.1%

ASCII

Value	Count	Frequency (%)
,	1226	48.5%
	1226	48.5%
?	78	3.1%

지정취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	839
Missing (%)	100.0%
Memory size	7.5 KiB

완화의료지정형태
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	839
Missing (%)	100.0%
Memory size	7.5 KiB

완화의료담당부서명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	839
Missing (%)	100.0%
Memory size	7.5 KiB

구급차특수
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	6.7 KiB

0	507
<NA>	332

Length

Max length	4
Median length	1
Mean length	2.1871275
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	507	60.4%
<NA>	332	39.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	507	60.4%
na	332	39.6%

구급차일반
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	6.7 KiB

0	507
<NA>	332

Length

Max length	4
Median length	1
Mean length	2.1871275
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	507	60.4%
<NA>	332	39.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	507	60.4%
na	332	39.6%

총인원
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	839
Missing (%)	100.0%
Memory size	7.5 KiB

구조사수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	839
Missing (%)	100.0%
Memory size	7.5 KiB

허가병상수
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	6.7 KiB

0	507
<NA>	332

Length

Max length	4
Median length	1
Mean length	2.1871275
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	507	60.4%
<NA>	332	39.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	507	60.4%
na	332	39.6%

최초지정일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	839
Missing (%)	100.0%
Memory size	7.5 KiB

First rows
Last rows

	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	전화번호	소재지면적	소재지우편번호	지번주소	도로명주소	도로명우편번호	사업장명	최종수정일자	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(X)	좌표정보(Y)	의료기관종별명	의료인수	입원실수	병상수	총면적	진료과목내용	진료과목내용명	지정취소일자	완화의료지정형태	완화의료담당부서명	구급차특수	구급차일반	총인원	구조사수	허가병상수	최초지정일자
0	3060000	PHMA119693060034041100001	19690819	<NA>	3	폐업	3	폐업	20080919	<NA>	<NA>	<NA>	02-434-3035	<NA>	131200	서울특별시 중랑구 면목3.8동 458-28	<NA>	<NA>	삼오의원	2012-05-16 10:25:38	I	2018-08-31 23:59:59.0	의원	<NA>	<NA>	의원	1	0	0	52.05	101	내과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
1	3060000	PHMA119693060034041100002	1969-11-12	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-434-4325	<NA>	<NA>	<NA>	서울특별시 중랑구 면목로73길 10 (면목동)	2146	사암은성한의원	2024-03-08 02:43:22	U	2023-12-02 23:00:00.0	한의원	207592.392902	454076.735692	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
2	3060000	PHMA119703060034041100001	19700115	<NA>	3	폐업	3	폐업	20151201	<NA>	<NA>	<NA>	02-433-1909	<NA>	131819	서울특별시 중랑구 면목2동 131번지 1호	서울특별시 중랑구 봉우재로 120 (면목동)	2144	재동의원	2015-12-01 14:23:47	I	2018-08-31 23:59:59.0	의원	207551.858554	454464.431664	의원	2	0	0	59.28	101 122 111	내과, 소아청소년과, 가정의학과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
3	3060000	PHMA119703060034041100002	19701007	<NA>	3	폐업	3	폐업	20050502	<NA>	<NA>	<NA>	<NA>	<NA>	131831	서울특별시 중랑구 면목3.8동 496번지 3호	<NA>	<NA>	권소아과의원	2013-02-28 11:00:54	I	2018-08-31 23:59:59.0	의원	207722.339253	453189.005482	의원	1	0	0	1.0	111	소아청소년과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
4	3060000	PHMA119713060034041100001	19710118	<NA>	3	폐업	3	폐업	20161011	<NA>	<NA>	<NA>	02-434-2732	<NA>	131200	서울특별시 중랑구 면목본동 502-7	서울특별시 중랑구 면목로 365 (면목동)	2220	면목의원	2016-10-12 09:15:56	I	2018-08-31 23:59:59.0	의원	207719.355685	453613.027419	의원	1	0	0	0.0	101	내과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
5	3060000	PHMA119713060034041100002	19710614	<NA>	3	폐업	3	폐업	20070529	<NA>	<NA>	<NA>	<NA>	<NA>	131120	서울특별시 중랑구 중화2동 302-76	<NA>	<NA>	명치과의원	2008-12-12 13:19:07	I	2018-08-31 23:59:59.0	치과의원	<NA>	<NA>	치과의원	0	0	0	0.0	401	치과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
6	3060000	PHMA119713060034041100003	19711030	<NA>	3	폐업	3	폐업	20140403	<NA>	<NA>	<NA>	02-434-1700	<NA>	131814	서울특별시 중랑구 면목본동 413번지 1호	서울특별시 중랑구 면목로 366 (면목동)	131200	민도치과의원	2014-04-03 14:10:09	I	2018-08-31 23:59:59.0	치과의원	207751.205623	453584.067927	치과의원	1	0	0	0.0	401	치과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
7	3060000	PHMA119723060034041100001	19720614	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-434-0116	<NA>	131831	서울특별시 중랑구 면목3.8동 499번지 3호	서울특별시 중랑구 면목로55길 9 (면목동)	2221	공한의원	2020-11-03 17:56:20	U	2020-11-05 02:40:00.0	한의원	207685.791713	453536.256721	한의원	1	0	0	0.0	301	한방내과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
8	3060000	PHMA119733060034041100001	19730120	<NA>	3	폐업	3	폐업	20171023	<NA>	<NA>	<NA>	02-435-3030	<NA>	131120	서울특별시 중랑구 중화2동 208-32	서울특별시 중랑구 망우로 217 (중화동)	2116	이이비인후과의원	2017-10-23 17:30:51	I	2018-08-31 23:59:59.0	의원	206717.963141	454676.520171	의원	1	0	0	0.0	113	이비인후과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
9	3060000	PHMA119733060034041100002	19731211	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-434-2414	<NA>	131831	서울특별시 중랑구 면목3.8동 497번지 24호	서울특별시 중랑구 면목로 335 (면목동)	2228	로덴치과의원	2019-06-14 02:43:13	U	2019-06-16 02:40:00.0	치과의원	207748.588879	453293.318531	치과의원	2	0	0	100.0	411 408 407 406 405 403 402	구강악안면외과, 치과보철과, 소아치과, 치주과, 치과보존과, 구강내과, 예방치과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>

	개방자치단체코드	관리번호	인허가일자	인허가취소일자	영업상태코드	영업상태명	상세영업상태코드	상세영업상태명	폐업일자	휴업시작일자	휴업종료일자	재개업일자	전화번호	소재지면적	소재지우편번호	지번주소	도로명주소	도로명우편번호	사업장명	최종수정일자	데이터갱신구분	데이터갱신일자	업태구분명	좌표정보(X)	좌표정보(Y)	의료기관종별명	의료인수	입원실수	병상수	총면적	진료과목내용	진료과목내용명	지정취소일자	완화의료지정형태	완화의료담당부서명	구급차특수	구급차일반	총인원	구조사수	허가병상수	최초지정일자
829	3060000	PHMA120243060034041100004	2024-01-26	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-454-9998	<NA>	<NA>	서울특별시 중랑구 망우동 584 신내역 프라디움 더 테라스	서울특별시 중랑구 용마산로 670, B동 2층 206호 (망우동, 신내역 프라디움 더 테라스)	2057	신내경희한의원	2024-03-06 09:30:29	U	2023-12-03 00:08:00.0	한의원	208947.072331	456501.73508	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
830	3060000	PHMA120243060034041100005	2024-02-07	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-496-0779	<NA>	<NA>	<NA>	서울특별시 중랑구 양원역로10길 17, B동 5층 501~505호 제이메디컬 (망우동)	2057	연세숲내과의원	2024-03-12 14:23:03	U	2023-12-02 23:04:00.0	의원	209370.000864	456057.972668	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
831	3060000	PHMA120243060034041100006	2024-02-15	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-491-7588	<NA>	<NA>	서울특별시 중랑구 망우동 461-1 천우빌딩 203호	서울특별시 중랑구 봉우재로 239, 천우빌딩 2층 203호 (망우동)	2172	바른재활의학과의원	2024-03-15 06:13:17	U	2023-12-02 23:07:00.0	의원	208707.456894	454828.733327	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
832	3060000	PHMA120243060034041100007	2024-02-20	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-437-0808	<NA>	<NA>	서울특별시 중랑구 면목동 359-2 2,5,6층	서울특별시 중랑구 면목로 398, 2,5,6층 (면목동)	2197	면목연세석내과의원	2024-03-18 09:25:36	U	2023-12-02 22:00:00.0	의원	207709.270931	453910.46774	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
833	3060000	PHMA120243060034041100008	2024-02-16	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-6958-7503	<NA>	<NA>	<NA>	서울특별시 중랑구 용마산로 670, A동 2층 235,236호 (망우동, 신내역 프라디움 더 테라스)	2057	상쾌한이비인후과의원	2024-03-29 01:43:16	U	2023-12-02 21:01:00.0	의원	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
834	3060000	PHMA120243060034041100009	2024-02-26	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-2138-2855	<NA>	<NA>	서울특별시 중랑구 망우동 584 신내역 프라디움 더 테라스 B동 105호	서울특별시 중랑구 용마산로 670, B동 1층 105, 106호 (망우동, 신내역 프라디움 더 테라스)	2057	바른DK치과의원	2024-03-05 16:40:00	I	2023-12-03 00:07:00.0	치과의원	208947.072331	456501.73508	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
835	3060000	PHMA120243060034041100010	2024-03-06	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	0222098875	<NA>	<NA>	서울특별시 중랑구 상봉동 130-99 2층	서울특별시 중랑구 망우로 198, 2층 (상봉동)	2120	중랑생생한의원	2024-03-28 20:43:15	U	2023-12-02 21:00:00.0	한의원	206544.310283	454555.027249	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
836	3060000	PHMA120243060034041100011	2024-03-08	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-433-3119	<NA>	<NA>	서울특별시 중랑구 망우동 584 신내역 프라디움 더 테라스 B동 213~218호	서울특별시 중랑구 용마산로 670, B동 2층 213~218호 (망우동, 신내역 프라디움 더 테라스)	2057	중랑365의원	2024-03-18 16:53:48	I	2023-12-02 22:00:00.0	의원	208947.072331	456501.73508	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
837	3060000	PHMA120243060034041100012	2024-03-29	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-6954-1076	<NA>	<NA>	서울특별시 중랑구 묵동 239-80 하이텍빌딩 1,2층	서울특별시 중랑구 동일로 893, 1,2층 (묵동, 하이텍빌딩)	2006	청추나한의원	2024-05-02 14:24:30	U	2023-12-05 00:04:00.0	한의원	206772.27282	456425.823634	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
838	3060000	PHMA120243060034041100013	2024-04-18	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	서울특별시 중랑구 상봉동 100-17 5층	서울특별시 중랑구 망우로 291, 상봉빌딩 5층 (상봉동)	2098	튼튼이치과의원	2024-05-01 09:04:35	I	2023-12-05 00:03:00.0	치과의원	207418.221669	454906.59257	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

Overview

Variables

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

Other Punctuation

Math Symbol

Open Punctuation

Close 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

Uppercase Letter

Decimal Number

Other Punctuation

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Math Symbol

Lowercase Letter

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