gimi9 Pandas Profiling

Dataset statistics

Number of variables	41
Number of observations	687
Missing cells	10359
Missing cells (%)	36.8%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	234.9 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	강북구
URL	https://data.seoul.go.kr/dataList/OA-16222/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`영업상태코드` is highly imbalanced (51.5%)	Imbalance
`영업상태명` is highly imbalanced (51.5%)	Imbalance
`상세영업상태코드` is highly imbalanced (51.5%)	Imbalance
`상세영업상태명` is highly imbalanced (51.5%)	Imbalance
`인허가취소일자` has 687 (100.0%) missing values	Missing
`폐업일자` has 459 (66.8%) missing values	Missing
`휴업시작일자` has 680 (99.0%) missing values	Missing
`휴업종료일자` has 680 (99.0%) missing values	Missing
`재개업일자` has 687 (100.0%) missing values	Missing
`소재지면적` has 687 (100.0%) missing values	Missing
`소재지우편번호` has 341 (49.6%) missing values	Missing
`지번주소` has 74 (10.8%) missing values	Missing
`도로명주소` has 12 (1.7%) missing values	Missing
`도로명우편번호` has 125 (18.2%) missing values	Missing
`좌표정보(X)` has 26 (3.8%) missing values	Missing
`좌표정보(Y)` has 26 (3.8%) missing values	Missing
`의료인수` has 292 (42.5%) missing values	Missing
`입원실수` has 292 (42.5%) missing values	Missing
`병상수` has 292 (42.5%) missing values	Missing
`총면적` has 292 (42.5%) missing values	Missing
`진료과목내용` has 292 (42.5%) missing values	Missing
`진료과목내용명` has 292 (42.5%) missing values	Missing
`지정취소일자` has 687 (100.0%) missing values	Missing
`완화의료지정형태` has 687 (100.0%) missing values	Missing
`완화의료담당부서명` has 687 (100.0%) missing values	Missing
`총인원` has 687 (100.0%) missing values	Missing
`구조사수` has 687 (100.0%) missing values	Missing
`최초지정일자` has 687 (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
`입원실수` has 357 (52.0%) zeros	Zeros
`병상수` has 355 (51.7%) zeros	Zeros
`총면적` has 10 (1.5%) zeros	Zeros

Reproduction

Analysis started	2024-05-11 06:41:58.215843
Analysis finished	2024-05-11 06:42:00.965891
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	5.5 KiB

3080000	687

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3080000
2nd row	3080000
3rd row	3080000
4th row	3080000
5th row	3080000

Common Values

Value	Count	Frequency (%)
3080000	687	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3080000	687	100.0%

관리번호
Text

UNIQUE

Distinct	687
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	5.5 KiB

Length

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

Characters and Unicode

Total characters	17175
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	687 ?
Unique (%)	100.0%

Sample

1st row	PHMA119673080033041100001
2nd row	PHMA119683080033041100001
3rd row	PHMA119683080033041100002
4th row	PHMA119693080033041100001
5th row	PHMA119693080033041100002

Value	Count	Frequency (%)
phma119673080033041100001	1	0.1%
phma120113080033041100002	1	0.1%
phma120113080033041100012	1	0.1%
phma120103080033041100030	1	0.1%
phma120103080033041100031	1	0.1%
phma120103080033041100032	1	0.1%
phma120103080033041100033	1	0.1%
phma120103080033041100034	1	0.1%
phma120103080033041100035	1	0.1%
phma120113080033041100001	1	0.1%
Other values (677)	677	98.5%

Most occurring characters

Value	Count	Frequency (%)
0	6056	35.3%
1	2830	16.5%
3	2242	13.1%
2	832	4.8%
8	823	4.8%
4	814	4.7%
P	687	4.0%
H	687	4.0%
M	687	4.0%
A	687	4.0%
Other values (4)	830	4.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	14427	84.0%
Uppercase Letter	2748	16.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	6056	42.0%
1	2830	19.6%
3	2242	15.5%
2	832	5.8%
8	823	5.7%
4	814	5.6%
9	399	2.8%
7	153	1.1%
5	144	1.0%
6	134	0.9%

Uppercase Letter

Value	Count	Frequency (%)
P	687	25.0%
H	687	25.0%
M	687	25.0%
A	687	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	14427	84.0%
Latin	2748	16.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	6056	42.0%
1	2830	19.6%
3	2242	15.5%
2	832	5.8%
8	823	5.7%
4	814	5.6%
9	399	2.8%
7	153	1.1%
5	144	1.0%
6	134	0.9%

Latin

Value	Count	Frequency (%)
P	687	25.0%
H	687	25.0%
M	687	25.0%
A	687	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	17175	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	6056	35.3%
1	2830	16.5%
3	2242	13.1%
2	832	4.8%
8	823	4.8%
4	814	4.7%
P	687	4.0%
H	687	4.0%
M	687	4.0%
A	687	4.0%
Other values (4)	830	4.8%

인허가일자
Date

Distinct	647
Distinct (%)	94.2%
Missing	0
Missing (%)	0.0%
Memory size	5.5 KiB

Minimum	1967-09-16 00:00:00
Maximum	2024-05-01 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	687
Missing (%)	100.0%
Memory size	6.2 KiB

영업상태코드
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	5.5 KiB

1	455
3	228
5	2
2	2

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	455	66.2%
3	228	33.2%
5	2	0.3%
2	2	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	455	66.2%
3	228	33.2%
5	2	0.3%
2	2	0.3%

영업상태명
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	5.5 KiB

영업/정상	455
폐업	228
제외/삭제/전출	2
휴업	2

Length

Max length	8
Median length	5
Mean length	4.0043668
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
영업/정상	455	66.2%
폐업	228	33.2%
제외/삭제/전출	2	0.3%
휴업	2	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업/정상	455	66.2%
폐업	228	33.2%
제외/삭제/전출	2	0.3%
휴업	2	0.3%

상세영업상태코드
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	5.5 KiB

13	455
3	228
15	2
2	2

Length

Max length	2
Median length	2
Mean length	1.6652111
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
13	455	66.2%
3	228	33.2%
15	2	0.3%
2	2	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
13	455	66.2%
3	228	33.2%
15	2	0.3%
2	2	0.3%

상세영업상태명
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	5.5 KiB

영업중	455
폐업	228
전출	2
휴업	2

Length

Max length	3
Median length	3
Mean length	2.6622999
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
영업중	455	66.2%
폐업	228	33.2%
전출	2	0.3%
휴업	2	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업중	455	66.2%
폐업	228	33.2%
전출	2	0.3%
휴업	2	0.3%

폐업일자
Date

MISSING

Distinct	218
Distinct (%)	95.6%
Missing	459
Missing (%)	66.8%
Memory size	5.5 KiB

Minimum	2008-09-18 00:00:00
Maximum	2024-04-26 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Date

MISSING

Distinct	7
Distinct (%)	100.0%
Missing	680
Missing (%)	99.0%
Memory size	5.5 KiB

Minimum	2009-02-16 00:00:00
Maximum	2023-10-04 00:00:00

Histogram

Histogram with fixed size bins (bins=7)

휴업종료일자
Date

MISSING

Distinct	7
Distinct (%)	100.0%
Missing	680
Missing (%)	99.0%
Memory size	5.5 KiB

Minimum	2009-12-31 00:00:00
Maximum	2024-10-03 00:00:00

Histogram

Histogram with fixed size bins (bins=7)

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	687
Missing (%)	100.0%
Memory size	6.2 KiB

전화번호
Text

Distinct	643
Distinct (%)	93.7%
Missing	1
Missing (%)	0.1%
Memory size	5.5 KiB

Length

Max length	20
Median length	11
Mean length	10.87172
Min length	8

Characters and Unicode

Total characters	7458
Distinct characters	14
Distinct categories	5 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

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

Unique

Unique	603 ?
Unique (%)	87.9%

Sample

1st row	02-989-1274
2nd row	02-980-4242
3rd row	02-989-0275
4th row	02-993-5888
5th row	02-902-0602

Value	Count	Frequency (%)
02-981-6868	3	0.4%
02-907-0154	3	0.4%
02-980-8275	3	0.4%
02-980-1275	2	0.3%
02-987-2030	2	0.3%
02-904-0056	2	0.3%
02-982-0038	2	0.3%
02-981-5111	2	0.3%
02-980-7588	2	0.3%
02-981-0488	2	0.3%
Other values (634)	664	96.7%

Most occurring characters

Value	Count	Frequency (%)
-	1324	17.8%
0	1233	16.5%
2	1070	14.3%
9	1002	13.4%
8	767	10.3%
5	474	6.4%
7	438	5.9%
1	358	4.8%
6	265	3.6%
3	260	3.5%
Other values (4)	267	3.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	6124	82.1%
Dash Punctuation	1324	17.8%
Math Symbol	6	0.1%
Other Punctuation	3	< 0.1%
Space Separator	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1233	20.1%
2	1070	17.5%
9	1002	16.4%
8	767	12.5%
5	474	7.7%
7	438	7.2%
1	358	5.8%
6	265	4.3%
3	260	4.2%
4	257	4.2%

Dash Punctuation

Value	Count	Frequency (%)
-	1324	100.0%

Math Symbol

Value	Count	Frequency (%)
~	6	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	3	100.0%

Space Separator

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	7458	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
-	1324	17.8%
0	1233	16.5%
2	1070	14.3%
9	1002	13.4%
8	767	10.3%
5	474	6.4%
7	438	5.9%
1	358	4.8%
6	265	3.6%
3	260	3.5%
Other values (4)	267	3.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7458	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
-	1324	17.8%
0	1233	16.5%
2	1070	14.3%
9	1002	13.4%
8	767	10.3%
5	474	6.4%
7	438	5.9%
1	358	4.8%
6	265	3.6%
3	260	3.5%
Other values (4)	267	3.6%

소재지면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	687
Missing (%)	100.0%
Memory size	6.2 KiB

소재지우편번호
Text

MISSING

Distinct	95
Distinct (%)	27.5%
Missing	341
Missing (%)	49.6%
Memory size	5.5 KiB

Length

Max length	7
Median length	6
Mean length	6.1936416
Min length	6

Characters and Unicode

Total characters	2143
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	40 ?
Unique (%)	11.6%

Sample

1st row	142873
2nd row	142877
3rd row	142812
4th row	142876
5th row	142071

Value	Count	Frequency (%)
142100	28	8.1%
142878	23	6.6%
142804	22	6.4%
142867	14	4.0%
142140	12	3.5%
142071	11	3.2%
142877	10	2.9%
142876	10	2.9%
142703	10	2.9%
142879	9	2.6%
Other values (85)	197	56.9%

Most occurring characters

Value	Count	Frequency (%)
1	463	21.6%
4	400	18.7%
2	380	17.7%
8	262	12.2%
0	242	11.3%
7	178	8.3%
6	68	3.2%
-	67	3.1%
3	32	1.5%
9	27	1.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2076	96.9%
Dash Punctuation	67	3.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	463	22.3%
4	400	19.3%
2	380	18.3%
8	262	12.6%
0	242	11.7%
7	178	8.6%
6	68	3.3%
3	32	1.5%
9	27	1.3%
5	24	1.2%

Dash Punctuation

Value	Count	Frequency (%)
-	67	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2143	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	463	21.6%
4	400	18.7%
2	380	17.7%
8	262	12.2%
0	242	11.3%
7	178	8.3%
6	68	3.2%
-	67	3.1%
3	32	1.5%
9	27	1.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2143	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	463	21.6%
4	400	18.7%
2	380	17.7%
8	262	12.2%
0	242	11.3%
7	178	8.3%
6	68	3.2%
-	67	3.1%
3	32	1.5%
9	27	1.3%

지번주소
Text

MISSING

Distinct	504
Distinct (%)	82.2%
Missing	74
Missing (%)	10.8%
Memory size	5.5 KiB

Length

Max length	50
Median length	45
Mean length	24.835237
Min length	9

Characters and Unicode

Total characters	15224
Distinct characters	172
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	423 ?
Unique (%)	69.0%

Sample

1st row	서울특별시 강북구 수유1동 48번지 73호 5층
2nd row	서울특별시 강북구 수유동 55번지 41호
3rd row	서울특별시 강북구 미아동 839번지 306호
4th row	서울특별시 강북구 수유2동 247번지 2호
5th row	서울특별시 강북구 수유동 46번지 22호

Value	Count	Frequency (%)
서울특별시	604	18.3%
강북구	604	18.3%
미아동	275	8.3%
수유동	151	4.6%
번동	72	2.2%
5호	41	1.2%
1호	38	1.1%
4호	37	1.1%
2층	35	1.1%
446번지	32	1.0%
Other values (493)	1420	42.9%

Most occurring characters

Value	Count	Frequency (%)
	2702	17.7%
번	637	4.2%
동	623	4.1%
북	616	4.0%
시	609	4.0%
서	606	4.0%
강	606	4.0%
울	606	4.0%
별	605	4.0%
구	605	4.0%
Other values (162)	7009	46.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	9291	61.0%
Decimal Number	3114	20.5%
Space Separator	2702	17.7%
Dash Punctuation	69	0.5%
Uppercase Letter	19	0.1%
Other Punctuation	16	0.1%
Close Punctuation	6	< 0.1%
Open Punctuation	6	< 0.1%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
번	637	6.9%
동	623	6.7%
북	616	6.6%
시	609	6.6%
서	606	6.5%
강	606	6.5%
울	606	6.5%
별	605	6.5%
구	605	6.5%
특	604	6.5%
Other values (142)	3174	34.2%

Decimal Number

Value	Count	Frequency (%)
1	573	18.4%
2	446	14.3%
3	405	13.0%
4	371	11.9%
5	256	8.2%
0	253	8.1%
6	234	7.5%
7	215	6.9%
8	206	6.6%
9	155	5.0%

Uppercase Letter

Value	Count	Frequency (%)
K	9	47.4%
S	6	31.6%
J	2	10.5%
B	2	10.5%

Space Separator

Value	Count	Frequency (%)
	2702	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	69	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	16	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	6	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	6	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	9291	61.0%
Common	5914	38.8%
Latin	19	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
번	637	6.9%
동	623	6.7%
북	616	6.6%
시	609	6.6%
서	606	6.5%
강	606	6.5%
울	606	6.5%
별	605	6.5%
구	605	6.5%
특	604	6.5%
Other values (142)	3174	34.2%

Common

Value	Count	Frequency (%)
	2702	45.7%
1	573	9.7%
2	446	7.5%
3	405	6.8%
4	371	6.3%
5	256	4.3%
0	253	4.3%
6	234	4.0%
7	215	3.6%
8	206	3.5%
Other values (6)	253	4.3%

Latin

Value	Count	Frequency (%)
K	9	47.4%
S	6	31.6%
J	2	10.5%
B	2	10.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	9291	61.0%
ASCII	5933	39.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2702	45.5%
1	573	9.7%
2	446	7.5%
3	405	6.8%
4	371	6.3%
5	256	4.3%
0	253	4.3%
6	234	3.9%
7	215	3.6%
8	206	3.5%
Other values (10)	272	4.6%

Hangul

Value	Count	Frequency (%)
번	637	6.9%
동	623	6.7%
북	616	6.6%
시	609	6.6%
서	606	6.5%
강	606	6.5%
울	606	6.5%
별	605	6.5%
구	605	6.5%
특	604	6.5%
Other values (142)	3174	34.2%

도로명주소
Text

MISSING

Distinct	603
Distinct (%)	89.3%
Missing	12
Missing (%)	1.7%
Memory size	5.5 KiB

Length

Max length	64
Median length	48
Mean length	29.201481
Min length	21

Characters and Unicode

Total characters	19711
Distinct characters	220
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	546 ?
Unique (%)	80.9%

Sample

1st row	서울특별시 강북구 덕릉로 64 (수유동)
2nd row	서울특별시 강북구 삼양로74길 67 (수유동, 용환한의원)
3rd row	서울특별시 강북구 솔샘로 205 (미아동)
4th row	서울특별시 강북구 한천로 1111 (수유동)
5th row	서울특별시 강북구 수유로 56 (수유동, 왕한의원)

Value	Count	Frequency (%)
서울특별시	675	16.4%
강북구	675	16.4%
미아동	342	8.3%
도봉로	304	7.4%
수유동	208	5.1%
번동	103	2.5%
2층	98	2.4%
삼양로	94	2.3%
3층	70	1.7%
솔샘로	52	1.3%
Other values (607)	1486	36.2%

Most occurring characters

Value	Count	Frequency (%)
	3433	17.4%
동	698	3.5%
북	691	3.5%
로	685	3.5%
서	681	3.5%
시	681	3.5%
강	681	3.5%
울	679	3.4%
)	678	3.4%
(	678	3.4%
Other values (210)	10126	51.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	11403	57.9%
Space Separator	3433	17.4%
Decimal Number	2773	14.1%
Close Punctuation	678	3.4%
Open Punctuation	678	3.4%
Other Punctuation	656	3.3%
Dash Punctuation	55	0.3%
Uppercase Letter	22	0.1%
Math Symbol	13	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	698	6.1%
북	691	6.1%
로	685	6.0%
서	681	6.0%
시	681	6.0%
강	681	6.0%
울	679	6.0%
구	676	5.9%
별	676	5.9%
특	675	5.9%
Other values (188)	4580	40.2%

Decimal Number

Value	Count	Frequency (%)
3	520	18.8%
2	505	18.2%
1	434	15.7%
4	264	9.5%
0	242	8.7%
5	228	8.2%
7	176	6.3%
6	146	5.3%
9	132	4.8%
8	126	4.5%

Uppercase Letter

Value	Count	Frequency (%)
K	9	40.9%
S	6	27.3%
M	3	13.6%
B	2	9.1%
J	2	9.1%

Other Punctuation

Value	Count	Frequency (%)
,	655	99.8%
.	1	0.2%

Space Separator

Value	Count	Frequency (%)
	3433	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	678	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	678	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	55	100.0%

Math Symbol

Value	Count	Frequency (%)
~	13	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	11403	57.9%
Common	8286	42.0%
Latin	22	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	698	6.1%
북	691	6.1%
로	685	6.0%
서	681	6.0%
시	681	6.0%
강	681	6.0%
울	679	6.0%
구	676	5.9%
별	676	5.9%
특	675	5.9%
Other values (188)	4580	40.2%

Common

Value	Count	Frequency (%)
	3433	41.4%
)	678	8.2%
(	678	8.2%
,	655	7.9%
3	520	6.3%
2	505	6.1%
1	434	5.2%
4	264	3.2%
0	242	2.9%
5	228	2.8%
Other values (7)	649	7.8%

Latin

Value	Count	Frequency (%)
K	9	40.9%
S	6	27.3%
M	3	13.6%
B	2	9.1%
J	2	9.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	11403	57.9%
ASCII	8308	42.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	3433	41.3%
)	678	8.2%
(	678	8.2%
,	655	7.9%
3	520	6.3%
2	505	6.1%
1	434	5.2%
4	264	3.2%
0	242	2.9%
5	228	2.7%
Other values (12)	671	8.1%

Hangul

Value	Count	Frequency (%)
동	698	6.1%
북	691	6.1%
로	685	6.0%
서	681	6.0%
시	681	6.0%
강	681	6.0%
울	679	6.0%
구	676	5.9%
별	676	5.9%
특	675	5.9%
Other values (188)	4580	40.2%

도로명우편번호
Real number (ℝ)

MISSING

Distinct	136
Distinct (%)	24.2%
Missing	125
Missing (%)	18.2%
Infinite	0
Infinite (%)	0.0%
Mean	7682.1121

Minimum	1004
Maximum	142892
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.2 KiB

Quantile statistics

Minimum	1004
5-th percentile	1038
Q1	1073
median	1132
Q3	1197.75
95-th percentile	1236.85
Maximum	142892
Range	141888
Interquartile range (IQR)	124.75

Descriptive statistics

Standard deviation	29767.954
Coefficient of variation (CV)	3.87497
Kurtosis	16.823997
Mean	7682.1121
Median Absolute Deviation (MAD)	63
Skewness	4.3317369
Sum	4317347
Variance	8.8613107 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1062	36	5.2%
1073	29	4.2%
1220	25	3.6%
1211	19	2.8%
1189	19	2.8%
1074	17	2.5%
1205	15	2.2%
1157	15	2.2%
1118	14	2.0%
1063	11	1.6%
Other values (126)	362	52.7%
(Missing)	125	18.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1004	1	0.1%
1005	4	0.6%
1006	2	0.3%
1010	1	0.1%
1011	4	0.6%
1014	1	0.1%
1023	1	0.1%
1024	1	0.1%
1026	1	0.1%
1029	3	0.4%

Value	Count	Frequency (%)
142892	1	0.1%
142878	2	0.3%
142874	3	0.4%
142873	1	0.1%
142872	1	0.1%
142865	1	0.1%
142864	2	0.3%
142822	1	0.1%
142812	1	0.1%
142807	2	0.3%

사업장명
Text

Distinct	658
Distinct (%)	95.8%
Missing	0
Missing (%)	0.0%
Memory size	5.5 KiB

Length

Max length	19
Median length	17
Mean length	7.2387191
Min length	3

Characters and Unicode

Total characters	4973
Distinct characters	337
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	631 ?
Unique (%)	91.8%

Sample

1st row	제세의원
2nd row	용환한의원
3rd row	윤한의원
4th row	정가정의학과의원
5th row	왕한의원

Value	Count	Frequency (%)
치과의원	5	0.7%
호일침한의원	3	0.4%
강북성모의원	3	0.4%
지성한의원	3	0.4%
2080치과의원	2	0.3%
한의원	2	0.3%
의원	2	0.3%
의료법인	2	0.3%
사회복지법인	2	0.3%
새한치과의원	2	0.3%
Other values (660)	682	96.3%

Most occurring characters

Value	Count	Frequency (%)
의	734	14.8%
원	698	14.0%
과	424	8.5%
한	178	3.6%
치	176	3.5%
서	74	1.5%
이	71	1.4%
정	69	1.4%
인	68	1.4%
울	64	1.3%
Other values (327)	2417	48.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	4910	98.7%
Space Separator	21	0.4%
Decimal Number	20	0.4%
Uppercase Letter	8	0.2%
Close Punctuation	4	0.1%
Open Punctuation	4	0.1%
Dash Punctuation	3	0.1%
Lowercase Letter	2	< 0.1%
Other Punctuation	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
의	734	14.9%
원	698	14.2%
과	424	8.6%
한	178	3.6%
치	176	3.6%
서	74	1.5%
이	71	1.4%
정	69	1.4%
인	68	1.4%
울	64	1.3%
Other values (308)	2354	47.9%

Uppercase Letter

Value	Count	Frequency (%)
S	2	25.0%
W	1	12.5%
J	1	12.5%
M	1	12.5%
K	1	12.5%
B	1	12.5%
L	1	12.5%

Decimal Number

Value	Count	Frequency (%)
6	4	20.0%
3	4	20.0%
0	4	20.0%
5	4	20.0%
8	2	10.0%
2	2	10.0%

Space Separator

Value	Count	Frequency (%)
	21	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	4	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	4	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3	100.0%

Lowercase Letter

Value	Count	Frequency (%)
e	2	100.0%

Other Punctuation

Value	Count	Frequency (%)
&	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	4910	98.7%
Common	53	1.1%
Latin	10	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
의	734	14.9%
원	698	14.2%
과	424	8.6%
한	178	3.6%
치	176	3.6%
서	74	1.5%
이	71	1.4%
정	69	1.4%
인	68	1.4%
울	64	1.3%
Other values (308)	2354	47.9%

Common

Value	Count	Frequency (%)
	21	39.6%
6	4	7.5%
3	4	7.5%
0	4	7.5%
5	4	7.5%
)	4	7.5%
(	4	7.5%
-	3	5.7%
8	2	3.8%
2	2	3.8%

Latin

Value	Count	Frequency (%)
S	2	20.0%
e	2	20.0%
W	1	10.0%
J	1	10.0%
M	1	10.0%
K	1	10.0%
B	1	10.0%
L	1	10.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	4910	98.7%
ASCII	63	1.3%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
의	734	14.9%
원	698	14.2%
과	424	8.6%
한	178	3.6%
치	176	3.6%
서	74	1.5%
이	71	1.4%
정	69	1.4%
인	68	1.4%
울	64	1.3%
Other values (308)	2354	47.9%

ASCII

Value	Count	Frequency (%)
	21	33.3%
6	4	6.3%
3	4	6.3%
0	4	6.3%
5	4	6.3%
)	4	6.3%
(	4	6.3%
-	3	4.8%
8	2	3.2%
S	2	3.2%
Other values (9)	11	17.5%

최종수정일자
Date

Distinct	596
Distinct (%)	86.8%
Missing	0
Missing (%)	0.0%
Memory size	5.5 KiB

Minimum	2008-11-24 12:27:05
Maximum	2024-05-09 23:43:14

Histogram

Histogram with fixed size bins (bins=50)

데이터갱신구분
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	5.5 KiB

U	416
I	271

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 (%)
U	416	60.6%
I	271	39.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
u	416	60.6%
i	271	39.4%

데이터갱신일자
Date

Distinct	250
Distinct (%)	36.4%
Missing	0
Missing (%)	0.0%
Memory size	5.5 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 (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	5.5 KiB

의원	363
치과의원	172
한의원	151
보건소	1

Length

Max length	4
Median length	2
Mean length	2.7219796
Min length	2

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
의원	363	52.8%
치과의원	172	25.0%
한의원	151	22.0%
보건소	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
의원	363	52.8%
치과의원	172	25.0%
한의원	151	22.0%
보건소	1	0.1%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	334
Distinct (%)	50.5%
Missing	26
Missing (%)	3.8%
Infinite	0
Infinite (%)	0.0%
Mean	202108.14

Minimum	200858.91
Maximum	204083.18
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.2 KiB

Quantile statistics

Minimum	200858.91
5-th percentile	201196.61
Q1	201730.3
median	202128.03
Q3	202477.63
95-th percentile	202910.68
Maximum	204083.18
Range	3224.2684
Interquartile range (IQR)	747.32912

Descriptive statistics

Standard deviation	553.53979
Coefficient of variation (CV)	0.0027388297
Kurtosis	0.69724182
Mean	202108.14
Median Absolute Deviation (MAD)	373.01233
Skewness	0.35292979
Sum	1.3359348 × 10⁸
Variance	306406.29
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
202128.028000567	13	1.9%
202155.401317068	12	1.7%
202641.157422978	12	1.7%
202624.617262819	9	1.3%
202139.326641492	8	1.2%
201589.777957863	8	1.2%
202312.754721343	7	1.0%
202185.073355103	7	1.0%
201059.873232343	7	1.0%
202617.763326241	7	1.0%
Other values (324)	571	83.1%
(Missing)	26	3.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
200858.908744591	1	0.1%
200867.638316446	1	0.1%
200874.82205546	1	0.1%
200880.479051084	1	0.1%
200886.333781015	3	0.4%
200902.161113986	1	0.1%
200930.269699799	1	0.1%
200966.067461965	1	0.1%
201046.346062919	1	0.1%
201049.029062927	1	0.1%

Value	Count	Frequency (%)
204083.177112537	4	0.6%
203746.119397218	2	0.3%
203681.897120967	1	0.1%
203664.263224132	1	0.1%
203518.852697746	2	0.3%
203465.746576461	1	0.1%
203452.54250506	1	0.1%
203448.804741152	2	0.3%
203436.895943236	1	0.1%
203419.643685439	1	0.1%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	334
Distinct (%)	50.5%
Missing	26
Missing (%)	3.8%
Infinite	0
Infinite (%)	0.0%
Mean	458484.86

Minimum	456360.43
Maximum	461811.64
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.2 KiB

Quantile statistics

Minimum	456360.43
5-th percentile	456690.62
Q1	457497.94
median	458484.57
Q3	459465.36
95-th percentile	460263.7
Maximum	461811.64
Range	5451.203
Interquartile range (IQR)	1967.4207

Descriptive statistics

Standard deviation	1211.4944
Coefficient of variation (CV)	0.0026423869
Kurtosis	-0.90478972
Mean	458484.86
Median Absolute Deviation (MAD)	984.25859
Skewness	0.095630657
Sum	3.0305849 × 10⁸
Variance	1467718.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
459379.778436598	13	1.9%
459411.940883021	12	1.7%
456588.839527418	12	1.7%
456818.85207077	9	1.3%
459501.147199015	8	1.2%
457545.100871485	8	1.2%
458174.799506818	7	1.0%
459465.357616831	7	1.0%
457514.212737818	7	1.0%
456693.95960943	7	1.0%
Other values (324)	571	83.1%
(Missing)	26	3.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
456360.433254943	3	0.4%
456422.95319709	1	0.1%
456434.500687631	1	0.1%
456521.853735385	1	0.1%
456583.393862442	1	0.1%
456588.839527418	12	1.7%
456612.367866076	2	0.3%
456622.678015493	1	0.1%
456636.308192293	6	0.9%
456666.40708658	2	0.3%

Value	Count	Frequency (%)
461811.636263748	1	0.1%
461784.056436121	1	0.1%
461696.232727446	2	0.3%
461609.837613742	1	0.1%
461497.076608921	1	0.1%
461383.338586109	2	0.3%
461366.546648147	1	0.1%
460743.362707152	1	0.1%
460734.113745563	1	0.1%
460686.989222997	2	0.3%

의료기관종별명
Categorical

Distinct	4
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	5.5 KiB

<NA>	292
의원	212
치과의원	113
한의원	70

Length

Max length	4
Median length	4
Mean length	3.2809316
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	292	42.5%
의원	212	30.9%
치과의원	113	16.4%
한의원	70	10.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	292	42.5%
의원	212	30.9%
치과의원	113	16.4%
한의원	70	10.2%

의료인수
Real number (ℝ)

MISSING

Distinct	7
Distinct (%)	1.8%
Missing	292
Missing (%)	42.5%
Infinite	0
Infinite (%)	0.0%
Mean	1.2075949

Minimum	1
Maximum	10
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	2
Maximum	10
Range	9
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.71775386
Coefficient of variation (CV)	0.5943664
Kurtosis	69.905905
Mean	1.2075949
Median Absolute Deviation (MAD)	0
Skewness	7.0786816
Sum	477
Variance	0.5151706
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
1	339	49.3%
2	45	6.6%
3	6	0.9%
4	2	0.3%
10	1	0.1%
5	1	0.1%
7	1	0.1%
(Missing)	292	42.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	339	49.3%
2	45	6.6%
3	6	0.9%
4	2	0.3%
5	1	0.1%
7	1	0.1%
10	1	0.1%

Value	Count	Frequency (%)
10	1	0.1%
7	1	0.1%
5	1	0.1%
4	2	0.3%
3	6	0.9%
2	45	6.6%
1	339	49.3%

입원실수
Real number (ℝ)

MISSING ZEROS

Distinct	10
Distinct (%)	2.5%
Missing	292
Missing (%)	42.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.41012658

Minimum	0
Maximum	18
Zeros	357
Zeros (%)	52.0%
Negative	0
Negative (%)	0.0%
Memory size	6.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	3
Maximum	18
Range	18
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.6690368
Coefficient of variation (CV)	4.0695651
Kurtosis	40.509787
Mean	0.41012658
Median Absolute Deviation (MAD)	0
Skewness	5.6339193
Sum	162
Variance	2.785684
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	357	52.0%
1	13	1.9%
7	7	1.0%
3	4	0.6%
5	4	0.6%
6	3	0.4%
4	2	0.3%
10	2	0.3%
2	2	0.3%
18	1	0.1%
(Missing)	292	42.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	357	52.0%
1	13	1.9%
2	2	0.3%
3	4	0.6%
4	2	0.3%
5	4	0.6%
6	3	0.4%
7	7	1.0%
10	2	0.3%
18	1	0.1%

Value	Count	Frequency (%)
18	1	0.1%
10	2	0.3%
7	7	1.0%
6	3	0.4%
5	4	0.6%
4	2	0.3%
3	4	0.6%
2	2	0.3%
1	13	1.9%
0	357	52.0%

병상수
Real number (ℝ)

MISSING ZEROS

Distinct	20
Distinct (%)	5.1%
Missing	292
Missing (%)	42.5%
Infinite	0
Infinite (%)	0.0%
Mean	1.2455696

Minimum	0
Maximum	49
Zeros	355
Zeros (%)	51.7%
Negative	0
Negative (%)	0.0%
Memory size	6.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	5.3
Maximum	49
Range	49
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	5.4178638
Coefficient of variation (CV)	4.3497077
Kurtosis	29.209394
Mean	1.2455696
Median Absolute Deviation (MAD)	0
Skewness	5.2064511
Sum	492
Variance	29.353248
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	355	51.7%
1	8	1.2%
29	6	0.9%
3	5	0.7%
2	4	0.6%
5	2	0.3%
20	2	0.3%
19	1	0.1%
4	1	0.1%
10	1	0.1%
Other values (10)	10	1.5%
(Missing)	292	42.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	355	51.7%
1	8	1.2%
2	4	0.6%
3	5	0.7%
4	1	0.1%
5	2	0.3%
6	1	0.1%
7	1	0.1%
8	1	0.1%
10	1	0.1%

Value	Count	Frequency (%)
49	1	0.1%
29	6	0.9%
28	1	0.1%
27	1	0.1%
26	1	0.1%
24	1	0.1%
20	2	0.3%
19	1	0.1%
15	1	0.1%
14	1	0.1%

총면적
Real number (ℝ)

MISSING ZEROS

Distinct	343
Distinct (%)	86.8%
Missing	292
Missing (%)	42.5%
Infinite	0
Infinite (%)	0.0%
Mean	143.20805

Minimum	0
Maximum	1405.96
Zeros	10
Zeros (%)	1.5%
Negative	0
Negative (%)	0.0%
Memory size	6.2 KiB

Quantile statistics

Minimum	0
5-th percentile	43.166
Q1	79.4
median	112.19
Q3	164.19
95-th percentile	349.674
Maximum	1405.96
Range	1405.96
Interquartile range (IQR)	84.79

Descriptive statistics

Standard deviation	131.27505
Coefficient of variation (CV)	0.91667364
Kurtosis	37.764604
Mean	143.20805
Median Absolute Deviation (MAD)	41.89
Skewness	4.9297199
Sum	56567.18
Variance	17233.137
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	10	1.5%
66.0	5	0.7%
132.0	5	0.7%
82.5	5	0.7%
59.4	4	0.6%
117.0	3	0.4%
159.0	3	0.4%
99.0	3	0.4%
47.16	3	0.4%
100.0	3	0.4%
Other values (333)	351	51.1%
(Missing)	292	42.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	10	1.5%
19.2	1	0.1%
25.65	1	0.1%
29.6	1	0.1%
33.0	1	0.1%
33.64	1	0.1%
36.0	1	0.1%
39.5	1	0.1%
40.3	1	0.1%
42.9	2	0.3%

Value	Count	Frequency (%)
1405.96	1	0.1%
1301.8	1	0.1%
655.0	1	0.1%
648.92	1	0.1%
581.18	1	0.1%
577.5	1	0.1%
542.67	1	0.1%
523.56	1	0.1%
493.48	1	0.1%
448.2	2	0.3%

진료과목내용
Text

MISSING

Distinct	192
Distinct (%)	48.6%
Missing	292
Missing (%)	42.5%
Memory size	5.5 KiB

Length

Max length	67
Median length	51
Mean length	15.313924
Min length	3

Characters and Unicode

Total characters	6049
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	149 ?
Unique (%)	37.7%

Sample

1st row	101 111
2nd row	301 302 303 306 305 304 307 308
3rd row	301 304 307 302 305 308 303 306
4th row	122 101 104 111 114 110 102 103 112 113
5th row	301 304 307 308 302 305 303 306

Value	Count	Frequency (%)
101	122	7.6%
111	102	6.3%
401	99	6.1%
114	94	5.8%
301	64	4.0%
302	64	4.0%
303	64	4.0%
308	63	3.9%
113	63	3.9%
305	58	3.6%
Other values (44)	818	50.8%

Most occurring characters

Value	Count	Frequency (%)
1	1669	27.6%
	1216	20.1%
0	1187	19.6%
3	637	10.5%
4	502	8.3%
2	285	4.7%
5	188	3.1%
8	124	2.0%
6	116	1.9%
7	76	1.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4833	79.9%
Space Separator	1216	20.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	1669	34.5%
0	1187	24.6%
3	637	13.2%
4	502	10.4%
2	285	5.9%
5	188	3.9%
8	124	2.6%
6	116	2.4%
7	76	1.6%
9	49	1.0%

Space Separator

Value	Count	Frequency (%)
	1216	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6049	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	1669	27.6%
	1216	20.1%
0	1187	19.6%
3	637	10.5%
4	502	8.3%
2	285	4.7%
5	188	3.1%
8	124	2.0%
6	116	1.9%
7	76	1.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6049	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	1669	27.6%
	1216	20.1%
0	1187	19.6%
3	637	10.5%
4	502	8.3%
2	285	4.7%
5	188	3.1%
8	124	2.0%
6	116	1.9%
7	76	1.3%

진료과목내용명
Text

MISSING

Distinct	158
Distinct (%)	40.0%
Missing	292
Missing (%)	42.5%
Memory size	5.5 KiB

Length

Max length	104
Median length	69
Mean length	24.746835
Min length	2

Characters and Unicode

Total characters	9775
Distinct characters	65
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	119 ?
Unique (%)	30.1%

Sample

1st row	내과, 소아청소년과
2nd row	한방내과, 한방부인과, 한방소아과, 한방안?이비인후?피부과, 한방신경정신과, 한방재활의학과, 사상체질과, 침구과
3rd row	한방내과, 한방부인과, 한방소아과, 한방안?이비인후?피부과, 한방신경정신과, 한방재활의학과, 사상체질과, 침구과
4th row	내과, 신경과, 정신건강의학과, 외과, 산부인과, 소아청소년과, 안과, 이비인후과, 피부과, 가정의학과
5th row	한방내과, 한방부인과, 한방소아과, 한방안?이비인후?피부과, 한방신경정신과, 한방재활의학과, 사상체질과, 침구과

Value	Count	Frequency (%)
내과	122	7.6%
소아청소년과	102	6.3%
치과	101	6.3%
피부과	94	5.8%
한방부인과	64	4.0%
한방소아과	64	4.0%
한방내과	64	4.0%
이비인후과	63	3.9%
침구과	63	3.9%
한방신경정신과	58	3.6%
Other values (34)	816	50.7%

Most occurring characters

Value	Count	Frequency (%)
과	1679	17.2%
,	1216	12.4%
	1216	12.4%
방	385	3.9%
한	361	3.7%
소	292	3.0%
의	255	2.6%
학	255	2.6%
치	254	2.6%
부	254	2.6%
Other values (55)	3608	36.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	7229	74.0%
Other Punctuation	1330	13.6%
Space Separator	1216	12.4%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
과	1679	23.2%
방	385	5.3%
한	361	5.0%
소	292	4.0%
의	255	3.5%
학	255	3.5%
치	254	3.5%
부	254	3.5%
인	219	3.0%
내	206	2.8%
Other values (52)	3069	42.5%

Other Punctuation

Value	Count	Frequency (%)
,	1216	91.4%
?	114	8.6%

Space Separator

Value	Count	Frequency (%)
	1216	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	7229	74.0%
Common	2546	26.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
과	1679	23.2%
방	385	5.3%
한	361	5.0%
소	292	4.0%
의	255	3.5%
학	255	3.5%
치	254	3.5%
부	254	3.5%
인	219	3.0%
내	206	2.8%
Other values (52)	3069	42.5%

Common

Value	Count	Frequency (%)
,	1216	47.8%
	1216	47.8%
?	114	4.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	7229	74.0%
ASCII	2546	26.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
과	1679	23.2%
방	385	5.3%
한	361	5.0%
소	292	4.0%
의	255	3.5%
학	255	3.5%
치	254	3.5%
부	254	3.5%
인	219	3.0%
내	206	2.8%
Other values (52)	3069	42.5%

ASCII

Value	Count	Frequency (%)
,	1216	47.8%
	1216	47.8%
?	114	4.5%

지정취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	687
Missing (%)	100.0%
Memory size	6.2 KiB

완화의료지정형태
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	687
Missing (%)	100.0%
Memory size	6.2 KiB

완화의료담당부서명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	687
Missing (%)	100.0%
Memory size	6.2 KiB

구급차특수
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	5.5 KiB

0	395
<NA>	292

Length

Max length	4
Median length	1
Mean length	2.2751092
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	395	57.5%
<NA>	292	42.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	395	57.5%
na	292	42.5%

구급차일반
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	5.5 KiB

0	395
<NA>	292

Length

Max length	4
Median length	1
Mean length	2.2751092
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	395	57.5%
<NA>	292	42.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	395	57.5%
na	292	42.5%

총인원
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	687
Missing (%)	100.0%
Memory size	6.2 KiB

구조사수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	687
Missing (%)	100.0%
Memory size	6.2 KiB

허가병상수
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	5.5 KiB

0	395
<NA>	292

Length

Max length	4
Median length	1
Mean length	2.2751092
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	395	57.5%
<NA>	292	42.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	395	57.5%
na	292	42.5%

최초지정일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	687
Missing (%)	100.0%
Memory size	6.2 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	3080000	PHMA119673080033041100001	19670916	<NA>	3	폐업	3	폐업	20140430	<NA>	<NA>	<NA>	02-989-1274	<NA>	142873	서울특별시 강북구 수유1동 48번지 73호 5층	서울특별시 강북구 덕릉로 64 (수유동)	142873	제세의원	2014-06-02 09:59:11	I	2018-08-31 23:59:59.0	의원	201766.89213	459102.805443	의원	1	0	0	43.29	101 111	내과, 소아청소년과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
1	3080000	PHMA119683080033041100001	19680108	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-980-4242	<NA>	<NA>	서울특별시 강북구 수유동 55번지 41호	서울특별시 강북구 삼양로74길 67 (수유동, 용환한의원)	1117	용환한의원	2017-09-05 18:37:58	I	2018-08-31 23:59:59.0	한의원	201843.831774	458656.201909	한의원	1	0	0	42.9	301 302 303 306 305 304 307 308	한방내과, 한방부인과, 한방소아과, 한방안?이비인후?피부과, 한방신경정신과, 한방재활의학과, 사상체질과, 침구과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
2	3080000	PHMA119683080033041100002	19680605	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-989-0275	<NA>	<NA>	서울특별시 강북구 미아동 839번지 306호	서울특별시 강북구 솔샘로 205 (미아동)	1187	윤한의원	2017-12-15 16:09:48	I	2018-08-31 23:59:59.0	한의원	201295.890047	457545.715236	한의원	1	0	0	36.0	301 304 307 302 305 308 303 306	한방내과, 한방부인과, 한방소아과, 한방안?이비인후?피부과, 한방신경정신과, 한방재활의학과, 사상체질과, 침구과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
3	3080000	PHMA119693080033041100001	19690206	<NA>	3	폐업	3	폐업	20101125	<NA>	<NA>	<NA>	02-993-5888	<NA>	142877	서울특별시 강북구 수유2동 247번지 2호	서울특별시 강북구 한천로 1111 (수유동)	<NA>	정가정의학과의원	2010-11-25 17:24:28	I	2018-08-31 23:59:59.0	의원	201718.732513	460223.226422	의원	1	0	0	117.0	122 101 104 111 114 110 102 103 112 113	내과, 신경과, 정신건강의학과, 외과, 산부인과, 소아청소년과, 안과, 이비인후과, 피부과, 가정의학과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
4	3080000	PHMA119693080033041100002	19690616	<NA>	3	폐업	3	폐업	20160216	<NA>	<NA>	<NA>	02-902-0602	<NA>	<NA>	서울특별시 강북구 수유동 46번지 22호	서울특별시 강북구 수유로 56 (수유동, 왕한의원)	1081	왕한의원	2016-02-16 11:50:55	I	2018-08-31 23:59:59.0	한의원	201693.638407	459244.547615	한의원	1	0	0	0.0	301 304 307 308 302 305 303 306	한방내과, 한방부인과, 한방소아과, 한방안?이비인후?피부과, 한방신경정신과, 한방재활의학과, 사상체질과, 침구과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
5	3080000	PHMA119693080033041100003	19690725	<NA>	3	폐업	3	폐업	20170605	<NA>	<NA>	<NA>	02-988-1984	<NA>	<NA>	서울특별시 강북구 미아동 460번지 108호	서울특별시 강북구 도봉로 79 (미아동, 심치과의원)	1205	심치과의원	2017-06-05 16:48:53	I	2018-08-31 23:59:59.0	치과의원	202538.97081	457104.287728	치과의원	1	0	0	75.0	401	치과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
6	3080000	PHMA119693080033041100004	19691031	<NA>	3	폐업	3	폐업	20140530	<NA>	<NA>	<NA>	02-989-1141	<NA>	142812	서울특별시 강북구 미아동 303번지 89호	서울특별시 강북구 솔매로 110 (미아동)	<NA>	남대문한의원	2014-06-05 11:06:16	I	2018-08-31 23:59:59.0	한의원	202096.936568	458151.691656	한의원	1	0	0	0.0	301 304 307 308 305 303 306 302	한방내과, 한방부인과, 한방소아과, 한방안?이비인후?피부과, 한방신경정신과, 한방재활의학과, 사상체질과, 침구과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
7	3080000	PHMA119693080033041100005	19691126	<NA>	3	폐업	3	폐업	20100302	<NA>	<NA>	<NA>	02-994-3543	<NA>	142876	서울특별시 강북구 수유3동 174번지 14호	서울특별시 강북구 도봉로 363 (수유동)	<NA>	김홍석치과의원	2010-03-02 12:30:07	I	2018-08-31 23:59:59.0	치과의원	202335.261053	459731.831649	치과의원	1	0	0	0.0	401	치과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
8	3080000	PHMA119703080033041100001	19700409	<NA>	3	폐업	3	폐업	20090108	<NA>	<NA>	<NA>	02-988-4576	<NA>	142071	서울특별시 강북구 수유동 54번지 11호	서울특별시 강북구 도봉로 251 (수유동)	<NA>	수유치과의원	2009-01-08 15:48:41	I	2018-08-31 23:59:59.0	치과의원	202049.377464	458727.685399	치과의원	1	0	0	66.0	401	치과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
9	3080000	PHMA119703080033041100002	19700422	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-993-7961	<NA>	142070	서울특별시 강북구 수유동 341번지 5호	서울특별시 강북구 삼양로 453 (수유동)	1030	동보한의원	2022-04-07 15:19:07	U	2021-12-04 00:09:00.0	한의원	201326.648594	460151.519999	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<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
677	3080000	PHMA120233080033041100014	2023-11-07	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-6956-2356	<NA>	<NA>	서울특별시 강북구 미아동 860-105	서울특별시 강북구 삼양로 168, 지하1층, 1층 (미아동)	1201	미아경희365한의원	2023-11-10 02:13:21	U	2022-10-31 23:02:00.0	한의원	201826.707732	457391.674043	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
678	3080000	PHMA120233080033041100015	2023-11-24	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-989-7591	<NA>	<NA>	<NA>	서울특별시 강북구 도봉로10길 6, 씨앤에스 프라임 3층 일부 (미아동)	1219	인비한의원	2023-12-15 11:23:56	U	2022-11-01 23:07:00.0	한의원	202643.951841	456729.732069	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
679	3080000	PHMA120233080033041100016	2023-11-24	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-989-7519	<NA>	<NA>	<NA>	서울특별시 강북구 도봉로10길 6, 씨앤에스 프라임 3층 일부 (미아동)	1219	마디원큐한의원	2024-01-12 01:13:15	U	2023-11-30 23:04:00.0	한의원	202643.951841	456729.732069	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
680	3080000	PHMA120233080033041100017	2023-11-24	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-989-7519	<NA>	<NA>	서울특별시 강북구 미아동 860-187 씨앤에스 프라임	서울특별시 강북구 도봉로10길 6, 씨앤에스 프라임 3층 일부 (미아동)	1219	마디원큐의원	2024-05-09 23:43:14	U	2023-12-04 23:01:00.0	의원	202643.951841	456729.732069	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
681	3080000	PHMA120243080033041100001	2024-02-22	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-903-0999	<NA>	<NA>	서울특별시 강북구 수유동 229-5 정우빌딩	서울특별시 강북구 도봉로 333, 정우빌딩 3층 (수유동)	1073	삼성봄안과의원	2024-02-22 21:13:13	I	2023-12-01 22:04:00.0	의원	202139.326641	459501.147199	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
682	3080000	PHMA120243080033041100002	2024-02-26	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-990-2080	<NA>	<NA>	서울특별시 강북구 번동 449-1 북한산스카이빌딩	서울특별시 강북구 도봉로 308, 북한산스카이빌딩 5층 503호 (번동)	1062	가바치과교정과치과의원	2024-03-05 10:04:38	U	2023-12-03 00:07:00.0	치과의원	202032.757632	459259.443979	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
683	3080000	PHMA120243080033041100003	2024-02-29	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-6011-3259	<NA>	<NA>	<NA>	서울특별시 강북구 도봉로 205, 3층 (미아동)	1126	강북성모내과의원	2024-04-05 01:43:13	U	2023-12-04 00:07:00.0	의원	202190.312961	458278.675495	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
684	3080000	PHMA120243080033041100004	2024-03-26	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-989-8801	<NA>	<NA>	서울특별시 강북구 미아동 791-563	서울특별시 강북구 삼양로 258, 1층 (미아동)	1122	아산탑마취통증의학과의원	2024-04-18 23:13:13	U	2023-12-03 22:00:00.0	의원	201560.888186	458228.896611	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
685	3080000	PHMA120243080033041100005	2024-04-08	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-6951-4545	<NA>	<NA>	서울특별시 강북구 미아동 791-563	서울특별시 강북구 삼양로 258, 2층 (미아동)	1122	서울더블유W내과의원	2024-04-16 09:16:12	U	2023-12-03 23:08:00.0	의원	201560.888186	458228.896611	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
686	3080000	PHMA120243080033041100006	2024-05-01	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-6437-0082	<NA>	<NA>	서울특별시 강북구 미아동 1364 연이빌딩	서울특별시 강북구 도봉로 52, 연이빌딩 4층 (미아동)	1215	닥터스피부과의원	2024-05-09 23:43:14	U	2023-12-04 23:01:00.0	의원	202624.617263	456818.852071	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

Overview

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Latin

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ASCII

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Common Values (Plot)

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Common Values (Plot)

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Common Values (Plot)

Most occurring characters

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Most frequent character per category

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Most occurring scripts

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Most occurring blocks

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Most occurring characters

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Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

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Decimal Number

Uppercase Letter

Space Separator

Dash Punctuation

Other Punctuation

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Most occurring scripts

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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

Decimal Number