gimi9 Pandas Profiling

Dataset statistics

Number of variables	41
Number of observations	836
Missing cells	11998
Missing cells (%)	35.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	285.1 KiB
Average record size in memory	349.2 B

Variable types

Categorical	12
Text	9
DateTime	6
Unsupported	9
Numeric	5

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	광진구
URL	https://data.seoul.go.kr/dataList/OA-16218/S/1/datasetView.do

Alerts

`개방자치단체코드` has constant value ""	Constant
`영업상태코드` is highly imbalanced (52.0%)	Imbalance
`영업상태명` is highly imbalanced (52.0%)	Imbalance
`상세영업상태코드` is highly imbalanced (52.0%)	Imbalance
`상세영업상태명` is highly imbalanced (52.0%)	Imbalance
`인허가취소일자` has 836 (100.0%) missing values	Missing
`폐업일자` has 573 (68.5%) missing values	Missing
`휴업시작일자` has 827 (98.9%) missing values	Missing
`휴업종료일자` has 827 (98.9%) missing values	Missing
`재개업일자` has 836 (100.0%) missing values	Missing
`전화번호` has 11 (1.3%) missing values	Missing
`소재지면적` has 836 (100.0%) missing values	Missing
`소재지우편번호` has 286 (34.2%) missing values	Missing
`지번주소` has 67 (8.0%) missing values	Missing
`도로명주소` has 64 (7.7%) missing values	Missing
`도로명우편번호` has 118 (14.1%) missing values	Missing
`좌표정보(X)` has 68 (8.1%) missing values	Missing
`좌표정보(Y)` has 68 (8.1%) missing values	Missing
`입원실수` has 313 (37.4%) missing values	Missing
`병상수` has 313 (37.4%) missing values	Missing
`총면적` has 313 (37.4%) missing values	Missing
`진료과목내용` has 313 (37.4%) missing values	Missing
`진료과목내용명` has 313 (37.4%) missing values	Missing
`지정취소일자` has 836 (100.0%) missing values	Missing
`완화의료지정형태` has 836 (100.0%) missing values	Missing
`완화의료담당부서명` has 836 (100.0%) missing values	Missing
`총인원` has 836 (100.0%) missing values	Missing
`구조사수` has 836 (100.0%) missing values	Missing
`최초지정일자` has 836 (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 492 (58.9%) zeros	Zeros
`병상수` has 492 (58.9%) zeros	Zeros
`총면적` has 63 (7.5%) zeros	Zeros

Reproduction

Analysis started	2024-04-29 18:55:25.087441
Analysis finished	2024-04-29 18:55:26.257230
Duration	1.17 second
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

3040000	836

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3040000
2nd row	3040000
3rd row	3040000
4th row	3040000
5th row	3040000

Common Values

Value	Count	Frequency (%)
3040000	836	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3040000	836	100.0%

관리번호
Text

UNIQUE

Distinct	836
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	6.7 KiB

Length

Max length	25
Median length	25
Mean length	24.991627
Min length	18

Characters and Unicode

Total characters	20893
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	836 ?
Unique (%)	100.0%

Sample

1st row	PHMA119693040033041100001
2nd row	PHMA119703040033041100001
3rd row	PHMA119733040033041100001
4th row	PHMA119733040033041100002
5th row	PHMA119733040033041100003

Value	Count	Frequency (%)
phma119693040033041100001	1	0.1%
phma120103040033041100010	1	0.1%
phma120113040033041100016	1	0.1%
phma120113040033041100006	1	0.1%
phma120113040033041100007	1	0.1%
phma120113040033041100008	1	0.1%
phma120113040033041100009	1	0.1%
phma120113040033041100010	1	0.1%
phma120113040033041100011	1	0.1%
phma120113040033041100012	1	0.1%
Other values (826)	826	98.8%

Most occurring characters

Value	Count	Frequency (%)
0	7329	35.1%
1	3398	16.3%
3	2747	13.1%
4	1844	8.8%
2	1048	5.0%
P	836	4.0%
H	836	4.0%
M	836	4.0%
A	836	4.0%
9	473	2.3%
Other values (4)	710	3.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	17549	84.0%
Uppercase Letter	3344	16.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	7329	41.8%
1	3398	19.4%
3	2747	15.7%
4	1844	10.5%
2	1048	6.0%
9	473	2.7%
8	223	1.3%
7	178	1.0%
5	159	0.9%
6	150	0.9%

Uppercase Letter

Value	Count	Frequency (%)
P	836	25.0%
H	836	25.0%
M	836	25.0%
A	836	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	17549	84.0%
Latin	3344	16.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	7329	41.8%
1	3398	19.4%
3	2747	15.7%
4	1844	10.5%
2	1048	6.0%
9	473	2.7%
8	223	1.3%
7	178	1.0%
5	159	0.9%
6	150	0.9%

Latin

Value	Count	Frequency (%)
P	836	25.0%
H	836	25.0%
M	836	25.0%
A	836	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	20893	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	7329	35.1%
1	3398	16.3%
3	2747	13.1%
4	1844	8.8%
2	1048	5.0%
P	836	4.0%
H	836	4.0%
M	836	4.0%
A	836	4.0%
9	473	2.3%
Other values (4)	710	3.4%

인허가일자
Date

Distinct	793
Distinct (%)	94.9%
Missing	0
Missing (%)	0.0%
Memory size	6.7 KiB

Minimum	1969-06-11 00:00:00
Maximum	2024-04-18 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

인허가취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	836
Missing (%)	100.0%
Memory size	7.5 KiB

영업상태코드
Categorical

IMBALANCE

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

1	567
3	263
5	5
2	1

Length

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

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
1	567	67.8%
3	263	31.5%
5	5	0.6%
2	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	567	67.8%
3	263	31.5%
5	5	0.6%
2	1	0.1%

영업상태명
Categorical

IMBALANCE

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

영업/정상	567
폐업	263
제외/삭제/전출	5
휴업	1

Length

Max length	8
Median length	5
Mean length	4.0705742
Min length	2

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
영업/정상	567	67.8%
폐업	263	31.5%
제외/삭제/전출	5	0.6%
휴업	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업/정상	567	67.8%
폐업	263	31.5%
제외/삭제/전출	5	0.6%
휴업	1	0.1%

상세영업상태코드
Categorical

IMBALANCE

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

13	567
3	263
15	5
2	1

Length

Max length	2
Median length	2
Mean length	1.6842105
Min length	1

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
13	567	67.8%
3	263	31.5%
15	5	0.6%
2	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
13	567	67.8%
3	263	31.5%
15	5	0.6%
2	1	0.1%

상세영업상태명
Categorical

IMBALANCE

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

영업중	567
폐업	263
전출	5
휴업	1

Length

Max length	3
Median length	3
Mean length	2.6782297
Min length	2

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
영업중	567	67.8%
폐업	263	31.5%
전출	5	0.6%
휴업	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업중	567	67.8%
폐업	263	31.5%
전출	5	0.6%
휴업	1	0.1%

폐업일자
Date

MISSING

Distinct	248
Distinct (%)	94.3%
Missing	573
Missing (%)	68.5%
Memory size	6.7 KiB

Minimum	2000-10-04 00:00:00
Maximum	2024-03-28 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

휴업시작일자
Date

MISSING

Distinct	9
Distinct (%)	100.0%
Missing	827
Missing (%)	98.9%
Memory size	6.7 KiB

Minimum	2008-12-24 00:00:00
Maximum	2024-04-01 00:00:00

Histogram

Histogram with fixed size bins (bins=9)

휴업종료일자
Date

MISSING

Distinct	9
Distinct (%)	100.0%
Missing	827
Missing (%)	98.9%
Memory size	6.7 KiB

Minimum	2009-03-24 00:00:00
Maximum	2024-06-01 00:00:00

Histogram

Histogram with fixed size bins (bins=9)

재개업일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	836
Missing (%)	100.0%
Memory size	7.5 KiB

전화번호
Text

MISSING

Distinct	788
Distinct (%)	95.5%
Missing	11
Missing (%)	1.3%
Memory size	6.7 KiB

Length

Max length	18
Median length	13
Mean length	9.7151515
Min length	8

Characters and Unicode

Total characters	8015
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	757 ?
Unique (%)	91.8%

Sample

1st row	02-466-2339
2nd row	02-463-0964
3rd row	02-466-9910
4th row	02-468-2875
5th row	02-446-1172

Value	Count	Frequency (%)
456-8275	4	0.5%
444-0323	4	0.5%
446-2875	3	0.4%
540-3353	3	0.4%
461-2598	2	0.2%
499-9955	2	0.2%
446-8275	2	0.2%
3409-5511	2	0.2%
02-461-3375	2	0.2%
3446-7588	2	0.2%
Other values (780)	801	96.9%

Most occurring characters

Value	Count	Frequency (%)
-	1137	14.2%
2	1108	13.8%
4	1061	13.2%
0	944	11.8%
5	883	11.0%
7	643	8.0%
6	615	7.7%
3	473	5.9%
8	448	5.6%
1	380	4.7%
Other values (4)	323	4.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	6874	85.8%
Dash Punctuation	1137	14.2%
Space Separator	2	< 0.1%
Close Punctuation	1	< 0.1%
Other Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	1108	16.1%
4	1061	15.4%
0	944	13.7%
5	883	12.8%
7	643	9.4%
6	615	8.9%
3	473	6.9%
8	448	6.5%
1	380	5.5%
9	319	4.6%

Dash Punctuation

Value	Count	Frequency (%)
-	1137	100.0%

Space Separator

Value	Count	Frequency (%)
	2	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	8015	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
-	1137	14.2%
2	1108	13.8%
4	1061	13.2%
0	944	11.8%
5	883	11.0%
7	643	8.0%
6	615	7.7%
3	473	5.9%
8	448	5.6%
1	380	4.7%
Other values (4)	323	4.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8015	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
-	1137	14.2%
2	1108	13.8%
4	1061	13.2%
0	944	11.8%
5	883	11.0%
7	643	8.0%
6	615	7.7%
3	473	5.9%
8	448	5.6%
1	380	4.7%
Other values (4)	323	4.0%

소재지면적
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	836
Missing (%)	100.0%
Memory size	7.5 KiB

소재지우편번호
Text

MISSING

Distinct	148
Distinct (%)	26.9%
Missing	286
Missing (%)	34.2%
Memory size	6.7 KiB

Length

Max length	7
Median length	6
Mean length	6.1909091
Min length	6

Characters and Unicode

Total characters	3405
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	59 ?
Unique (%)	10.7%

Sample

1st row	143-867
2nd row	143842
3rd row	143840
4th row	143840
5th row	143824

Value	Count	Frequency (%)
143220	22	4.0%
143200	20	3.6%
143840	18	3.3%
143890	18	3.3%
143190	16	2.9%
143914	15	2.7%
143888	15	2.7%
143821	14	2.5%
143841	14	2.5%
143867	12	2.2%
Other values (138)	386	70.2%

Most occurring characters

Value	Count	Frequency (%)
1	743	21.8%
4	662	19.4%
3	630	18.5%
8	434	12.7%
0	219	6.4%
2	189	5.6%
9	168	4.9%
-	105	3.1%
6	92	2.7%
7	92	2.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3300	96.9%
Dash Punctuation	105	3.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	743	22.5%
4	662	20.1%
3	630	19.1%
8	434	13.2%
0	219	6.6%
2	189	5.7%
9	168	5.1%
6	92	2.8%
7	92	2.8%
5	71	2.2%

Dash Punctuation

Value	Count	Frequency (%)
-	105	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3405	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	743	21.8%
4	662	19.4%
3	630	18.5%
8	434	12.7%
0	219	6.4%
2	189	5.6%
9	168	4.9%
-	105	3.1%
6	92	2.7%
7	92	2.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3405	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	743	21.8%
4	662	19.4%
3	630	18.5%
8	434	12.7%
0	219	6.4%
2	189	5.6%
9	168	4.9%
-	105	3.1%
6	92	2.7%
7	92	2.7%

지번주소
Text

MISSING

Distinct	707
Distinct (%)	91.9%
Missing	67
Missing (%)	8.0%
Memory size	6.7 KiB

Length

Max length	50
Median length	43
Mean length	25.958388
Min length	9

Characters and Unicode

Total characters	19962
Distinct characters	204
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	655 ?
Unique (%)	85.2%

Sample

1st row	서울특별시 광진구 자양동 627-21(1층)
2nd row	서울특별시 광진구 자양4동 250번지 21호
3rd row	서울특별시 광진구 군자동 356번지 6호 3층
4th row	서울특별시 광진구 군자동 361번지 28호 3층
5th row	서울특별시 광진구 구의1동 235번지 36호

Value	Count	Frequency (%)
광진구	757	17.2%
서울특별시	756	17.2%
2층	196	4.5%
자양동	167	3.8%
중곡동	153	3.5%
구의동	146	3.3%
1호	77	1.8%
화양동	74	1.7%
3층	74	1.7%
2호	45	1.0%
Other values (651)	1948	44.3%

Most occurring characters

Value	Count	Frequency (%)
	3647	18.3%
구	944	4.7%
광	819	4.1%
동	796	4.0%
진	784	3.9%
1	778	3.9%
서	776	3.9%
울	772	3.9%
2	767	3.8%
시	762	3.8%
Other values (194)	9117	45.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	11928	59.8%
Decimal Number	4051	20.3%
Space Separator	3647	18.3%
Dash Punctuation	160	0.8%
Other Punctuation	66	0.3%
Close Punctuation	46	0.2%
Open Punctuation	46	0.2%
Uppercase Letter	16	0.1%
Math Symbol	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
구	944	7.9%
광	819	6.9%
동	796	6.7%
진	784	6.6%
서	776	6.5%
울	772	6.5%
시	762	6.4%
별	757	6.3%
특	757	6.3%
호	665	5.6%
Other values (168)	4096	34.3%

Decimal Number

Value	Count	Frequency (%)
1	778	19.2%
2	767	18.9%
3	468	11.6%
4	399	9.8%
5	395	9.8%
6	322	7.9%
0	294	7.3%
7	240	5.9%
9	211	5.2%
8	177	4.4%

Uppercase Letter

Value	Count	Frequency (%)
A	3	18.8%
C	3	18.8%
B	3	18.8%
S	3	18.8%
K	2	12.5%
E	1	6.2%
W	1	6.2%

Other Punctuation

Value	Count	Frequency (%)
,	57	86.4%
.	6	9.1%
&	2	3.0%
?	1	1.5%

Space Separator

Value	Count	Frequency (%)
	3647	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	160	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	46	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	46	100.0%

Math Symbol

Value	Count	Frequency (%)
~	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	11928	59.8%
Common	8018	40.2%
Latin	16	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
구	944	7.9%
광	819	6.9%
동	796	6.7%
진	784	6.6%
서	776	6.5%
울	772	6.5%
시	762	6.4%
별	757	6.3%
특	757	6.3%
호	665	5.6%
Other values (168)	4096	34.3%

Common

Value	Count	Frequency (%)
	3647	45.5%
1	778	9.7%
2	767	9.6%
3	468	5.8%
4	399	5.0%
5	395	4.9%
6	322	4.0%
0	294	3.7%
7	240	3.0%
9	211	2.6%
Other values (9)	497	6.2%

Latin

Value	Count	Frequency (%)
A	3	18.8%
C	3	18.8%
B	3	18.8%
S	3	18.8%
K	2	12.5%
E	1	6.2%
W	1	6.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	11928	59.8%
ASCII	8034	40.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	3647	45.4%
1	778	9.7%
2	767	9.5%
3	468	5.8%
4	399	5.0%
5	395	4.9%
6	322	4.0%
0	294	3.7%
7	240	3.0%
9	211	2.6%
Other values (16)	513	6.4%

Hangul

Value	Count	Frequency (%)
구	944	7.9%
광	819	6.9%
동	796	6.7%
진	784	6.6%
서	776	6.5%
울	772	6.5%
시	762	6.4%
별	757	6.3%
특	757	6.3%
호	665	5.6%
Other values (168)	4096	34.3%

도로명주소
Text

MISSING

Distinct	713
Distinct (%)	92.4%
Missing	64
Missing (%)	7.7%
Memory size	6.7 KiB

Length

Max length	53
Median length	45
Mean length	30.835492
Min length	22

Characters and Unicode

Total characters	23805
Distinct characters	222
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	661 ?
Unique (%)	85.6%

Sample

1st row	서울특별시 광진구 자양로 81, 1층 (자양동)
2nd row	서울특별시 광진구 동일로 74 (자양동)
3rd row	서울특별시 광진구 광나루로 351, 3층 (군자동)
4th row	서울특별시 광진구 광나루로 375-1, 3층 (군자동)
5th row	서울특별시 광진구 자양로 186-1 (구의동)

Value	Count	Frequency (%)
서울특별시	772	15.7%
광진구	772	15.7%
2층	260	5.3%
자양동	197	4.0%
중곡동	178	3.6%
구의동	162	3.3%
아차산로	126	2.6%
3층	110	2.2%
능동로	91	1.9%
천호대로	78	1.6%
Other values (679)	2156	44.0%

Most occurring characters

Value	Count	Frequency (%)
	4131	17.4%
구	987	4.1%
동	929	3.9%
,	925	3.9%
광	917	3.9%
진	804	3.4%
서	794	3.3%
울	790	3.3%
)	785	3.3%
(	785	3.3%
Other values (212)	11958	50.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	13565	57.0%
Space Separator	4131	17.4%
Decimal Number	3514	14.8%
Other Punctuation	939	3.9%
Close Punctuation	785	3.3%
Open Punctuation	785	3.3%
Dash Punctuation	45	0.2%
Uppercase Letter	29	0.1%
Math Symbol	12	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
구	987	7.3%
동	929	6.8%
광	917	6.8%
진	804	5.9%
서	794	5.9%
울	790	5.8%
시	778	5.7%
로	773	5.7%
특	772	5.7%
별	772	5.7%
Other values (182)	5249	38.7%

Uppercase Letter

Value	Count	Frequency (%)
A	6	20.7%
B	6	20.7%
C	5	17.2%
S	4	13.8%
K	2	6.9%
P	1	3.4%
G	1	3.4%
L	1	3.4%
Z	1	3.4%
I	1	3.4%

Decimal Number

Value	Count	Frequency (%)
2	676	19.2%
1	558	15.9%
3	509	14.5%
5	377	10.7%
0	343	9.8%
4	309	8.8%
6	244	6.9%
8	176	5.0%
7	167	4.8%
9	155	4.4%

Other Punctuation

Value	Count	Frequency (%)
,	925	98.5%
.	11	1.2%
&	2	0.2%
?	1	0.1%

Space Separator

Value	Count	Frequency (%)
	4131	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	785	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	785	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	45	100.0%

Math Symbol

Value	Count	Frequency (%)
~	12	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	13565	57.0%
Common	10211	42.9%
Latin	29	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
구	987	7.3%
동	929	6.8%
광	917	6.8%
진	804	5.9%
서	794	5.9%
울	790	5.8%
시	778	5.7%
로	773	5.7%
특	772	5.7%
별	772	5.7%
Other values (182)	5249	38.7%

Common

Value	Count	Frequency (%)
	4131	40.5%
,	925	9.1%
)	785	7.7%
(	785	7.7%
2	676	6.6%
1	558	5.5%
3	509	5.0%
5	377	3.7%
0	343	3.4%
4	309	3.0%
Other values (9)	813	8.0%

Latin

Value	Count	Frequency (%)
A	6	20.7%
B	6	20.7%
C	5	17.2%
S	4	13.8%
K	2	6.9%
P	1	3.4%
G	1	3.4%
L	1	3.4%
Z	1	3.4%
I	1	3.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	13565	57.0%
ASCII	10240	43.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	4131	40.3%
,	925	9.0%
)	785	7.7%
(	785	7.7%
2	676	6.6%
1	558	5.4%
3	509	5.0%
5	377	3.7%
0	343	3.3%
4	309	3.0%
Other values (20)	842	8.2%

Hangul

Value	Count	Frequency (%)
구	987	7.3%
동	929	6.8%
광	917	6.8%
진	804	5.9%
서	794	5.9%
울	790	5.8%
시	778	5.7%
로	773	5.7%
특	772	5.7%
별	772	5.7%
Other values (182)	5249	38.7%

도로명우편번호
Text

MISSING

Distinct	157
Distinct (%)	21.9%
Missing	118
Missing (%)	14.1%
Memory size	6.7 KiB

Length

Max length	7
Median length	5
Mean length	5.0584958
Min length	5

Characters and Unicode

Total characters	3632
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	54 ?
Unique (%)	7.5%

Sample

1st row	05056
2nd row	05003
3rd row	05005
4th row	04914
5th row	04911

Value	Count	Frequency (%)
05017	26	3.6%
04929	21	2.9%
05026	20	2.8%
05117	18	2.5%
05116	18	2.5%
04985	18	2.5%
04974	17	2.4%
04953	16	2.2%
04954	16	2.2%
04910	16	2.2%
Other values (147)	532	74.1%

Most occurring characters

Value	Count	Frequency (%)
0	1160	31.9%
5	555	15.3%
4	464	12.8%
9	416	11.5%
1	335	9.2%
3	171	4.7%
7	163	4.5%
8	130	3.6%
2	122	3.4%
6	115	3.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3631	> 99.9%
Dash Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1160	31.9%
5	555	15.3%
4	464	12.8%
9	416	11.5%
1	335	9.2%
3	171	4.7%
7	163	4.5%
8	130	3.6%
2	122	3.4%
6	115	3.2%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3632	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1160	31.9%
5	555	15.3%
4	464	12.8%
9	416	11.5%
1	335	9.2%
3	171	4.7%
7	163	4.5%
8	130	3.6%
2	122	3.4%
6	115	3.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3632	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1160	31.9%
5	555	15.3%
4	464	12.8%
9	416	11.5%
1	335	9.2%
3	171	4.7%
7	163	4.5%
8	130	3.6%
2	122	3.4%
6	115	3.2%

사업장명
Text

Distinct	805
Distinct (%)	96.3%
Missing	0
Missing (%)	0.0%
Memory size	6.7 KiB

Length

Max length	23
Median length	15
Mean length	7.3588517
Min length	3

Characters and Unicode

Total characters	6152
Distinct characters	407
Distinct categories	9 ?
Distinct scripts	4 ?
Distinct blocks	3 ?

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

Unique

Unique	776 ?
Unique (%)	92.8%

Sample

1st row	동제한의원
2nd row	광제의원
3rd row	서이비인후과의원
4th row	정태련치과의원
5th row	동서울신경정신과의원

Value	Count	Frequency (%)
치과의원	4	0.5%
정치과의원	3	0.4%
올리브치과의원	3	0.4%
리뉴메카성형외과의원	2	0.2%
프리마여성의원	2	0.2%
서울의원	2	0.2%
메디포맨남성의원	2	0.2%
시원한의원	2	0.2%
신치과의원	2	0.2%
길한의원	2	0.2%
Other values (807)	831	97.2%

Most occurring characters

Value	Count	Frequency (%)
의	916	14.9%
원	852	13.8%
과	504	8.2%
한	222	3.6%
치	209	3.4%
이	106	1.7%
정	103	1.7%
서	84	1.4%
울	76	1.2%
성	72	1.2%
Other values (397)	3008	48.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	6071	98.7%
Uppercase Letter	20	0.3%
Space Separator	19	0.3%
Decimal Number	11	0.2%
Close Punctuation	10	0.2%
Open Punctuation	10	0.2%
Lowercase Letter	6	0.1%
Dash Punctuation	3	< 0.1%
Other Punctuation	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
의	916	15.1%
원	852	14.0%
과	504	8.3%
한	222	3.7%
치	209	3.4%
이	106	1.7%
정	103	1.7%
서	84	1.4%
울	76	1.3%
성	72	1.2%
Other values (374)	2927	48.2%

Uppercase Letter

Value	Count	Frequency (%)
S	5	25.0%
T	4	20.0%
M	4	20.0%
J	1	5.0%
C	1	5.0%
Y	1	5.0%
H	1	5.0%
G	1	5.0%
D	1	5.0%
B	1	5.0%

Decimal Number

Value	Count	Frequency (%)
5	3	27.3%
3	3	27.3%
6	3	27.3%
4	1	9.1%
2	1	9.1%

Lowercase Letter

Value	Count	Frequency (%)
e	4	66.7%
h	1	16.7%
r	1	16.7%

Space Separator

Value	Count	Frequency (%)
	19	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	10	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	10	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	6070	98.7%
Common	55	0.9%
Latin	26	0.4%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
의	916	15.1%
원	852	14.0%
과	504	8.3%
한	222	3.7%
치	209	3.4%
이	106	1.7%
정	103	1.7%
서	84	1.4%
울	76	1.3%
성	72	1.2%
Other values (373)	2926	48.2%

Latin

Value	Count	Frequency (%)
S	5	19.2%
T	4	15.4%
e	4	15.4%
M	4	15.4%
J	1	3.8%
C	1	3.8%
Y	1	3.8%
H	1	3.8%
G	1	3.8%
D	1	3.8%
Other values (3)	3	11.5%

Common

Value	Count	Frequency (%)
	19	34.5%
)	10	18.2%
(	10	18.2%
5	3	5.5%
3	3	5.5%
6	3	5.5%
-	3	5.5%
.	2	3.6%
4	1	1.8%
2	1	1.8%

Han

Value	Count	Frequency (%)
休	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	6070	98.7%
ASCII	81	1.3%
CJK	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
의	916	15.1%
원	852	14.0%
과	504	8.3%
한	222	3.7%
치	209	3.4%
이	106	1.7%
정	103	1.7%
서	84	1.4%
울	76	1.3%
성	72	1.2%
Other values (373)	2926	48.2%

ASCII

Value	Count	Frequency (%)
	19	23.5%
)	10	12.3%
(	10	12.3%
S	5	6.2%
T	4	4.9%
e	4	4.9%
M	4	4.9%
5	3	3.7%
3	3	3.7%
6	3	3.7%
Other values (13)	16	19.8%

CJK

Value	Count	Frequency (%)
休	1	100.0%

최종수정일자
Date

Distinct	725
Distinct (%)	86.7%
Missing	0
Missing (%)	0.0%
Memory size	6.7 KiB

Minimum	2008-11-18 11:04:57
Maximum	2024-04-25 23:13:15

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	515
I	321

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
U	515	61.6%
I	321	38.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
u	515	61.6%
i	321	38.4%

데이터갱신일자
Date

Distinct	322
Distinct (%)	38.5%
Missing	0
Missing (%)	0.0%
Memory size	6.7 KiB

Minimum	2018-08-31 23:59:59
Maximum	2023-12-04 00:07:00

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	439
치과의원	204
한의원	192
보건소	1

Length

Max length	4
Median length	2
Mean length	2.7188995
Min length	2

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
의원	439	52.5%
치과의원	204	24.4%
한의원	192	23.0%
보건소	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
의원	439	52.5%
치과의원	204	24.4%
한의원	192	23.0%
보건소	1	0.1%

좌표정보(X)
Real number (ℝ)

MISSING

Distinct	401
Distinct (%)	52.2%
Missing	68
Missing (%)	8.1%
Infinite	0
Infinite (%)	0.0%
Mean	207179.7

Minimum	205467.47
Maximum	209766.97
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.5 KiB

Quantile statistics

Minimum	205467.47
5-th percentile	205839.84
Q1	206278.88
median	207227.12
Q3	207801.6
95-th percentile	208558.29
Maximum	209766.97
Range	4299.504
Interquartile range (IQR)	1522.7146

Descriptive statistics

Standard deviation	875.85719
Coefficient of variation (CV)	0.0042275242
Kurtosis	-0.55874893
Mean	207179.7
Median Absolute Deviation (MAD)	623.31539
Skewness	0.12751148
Sum	1.5911401 × 10⁸
Variance	767125.81
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
208051.884671132	16	1.9%
208558.286631653	13	1.6%
205906.77215752	10	1.2%
208400.766105381	10	1.2%
207281.948699606	9	1.1%
208189.434497483	9	1.1%
207055.507996434	9	1.1%
208526.97532855	8	1.0%
207850.438647442	8	1.0%
206131.315540787	7	0.8%
Other values (391)	669	80.0%
(Missing)	68	8.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
205467.46954695	2	0.2%
205543.06511664	3	0.4%
205558.67706739	2	0.2%
205601.232242589	2	0.2%
205642.888115746	2	0.2%
205655.134613824	1	0.1%
205668.424326248	1	0.1%
205683.126673457	1	0.1%
205695.245621954	1	0.1%
205710.073302941	6	0.7%

Value	Count	Frequency (%)
209766.973555533	1	0.1%
209506.54940258	4	0.5%
209460.824569837	1	0.1%
209405.843683882	1	0.1%
209405.013333756	1	0.1%
209354.687667834	1	0.1%
209138.04726487	2	0.2%
209118.502283007	3	0.4%
209056.405858415	1	0.1%
209033.339549292	1	0.1%

좌표정보(Y)
Real number (ℝ)

MISSING

Distinct	401
Distinct (%)	52.2%
Missing	68
Missing (%)	8.1%
Infinite	0
Infinite (%)	0.0%
Mean	449285.96

Minimum	447446.9
Maximum	452106.54
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.5 KiB

Quantile statistics

Minimum	447446.9
5-th percentile	447866.18
Q1	448335.67
median	448817.09
Q3	450386.06
95-th percentile	451415.67
Maximum	452106.54
Range	4659.6458
Interquartile range (IQR)	2050.3912

Descriptive statistics

Standard deviation	1152.6602
Coefficient of variation (CV)	0.0025655381
Kurtosis	-0.92724279
Mean	449285.96
Median Absolute Deviation (MAD)	764.83183
Skewness	0.55490695
Sum	3.4505162 × 10⁸
Variance	1328625.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
447994.805558304	16	1.9%
448353.905156369	13	1.6%
448710.967950599	10	1.2%
448730.872416215	10	1.2%
448219.671396301	9	1.1%
448129.166313052	9	1.1%
450542.187939719	9	1.1%
448791.8824094	8	1.0%
450066.522171427	8	1.0%
448712.391439589	7	0.8%
Other values (391)	669	80.0%
(Missing)	68	8.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
447446.899023804	2	0.2%
447605.102915096	1	0.1%
447652.088548007	1	0.1%
447698.605234605	2	0.2%
447716.245280942	1	0.1%
447717.445119677	1	0.1%
447718.681515245	1	0.1%
447728.818227552	4	0.5%
447745.557839831	1	0.1%
447754.585448225	2	0.2%

Value	Count	Frequency (%)
452106.544784594	1	0.1%
452076.858608987	1	0.1%
452014.973512496	1	0.1%
451966.809789853	1	0.1%
451860.530261326	1	0.1%
451823.918998571	2	0.2%
451819.638034393	3	0.4%
451764.009708785	1	0.1%
451719.329086886	1	0.1%
451672.917080488	1	0.1%

의료기관종별명
Categorical

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

<NA>	313
의원	273
치과의원	147
한의원	102
보건소	1

Length

Max length	4
Median length	4
Mean length	3.2236842
Min length	2

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	313	37.4%
의원	273	32.7%
치과의원	147	17.6%
한의원	102	12.2%
보건소	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	313	37.4%
의원	273	32.7%
치과의원	147	17.6%
한의원	102	12.2%
보건소	1	0.1%

의료인수
Categorical

Distinct	6
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	6.7 KiB

1	424
<NA>	313
2	77
3	15
4	5

Length

Max length	4
Median length	1
Mean length	2.1232057
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	424	50.7%
<NA>	313	37.4%
2	77	9.2%
3	15	1.8%
4	5	0.6%
5	2	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	424	50.7%
na	313	37.4%
2	77	9.2%
3	15	1.8%
4	5	0.6%
5	2	0.2%

입원실수
Real number (ℝ)

MISSING ZEROS

Distinct	13
Distinct (%)	2.5%
Missing	313
Missing (%)	37.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.3709369

Minimum	0
Maximum	24
Zeros	492
Zeros (%)	58.9%
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	1
Maximum	24
Range	24
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.9298215
Coefficient of variation (CV)	5.2025601
Kurtosis	61.685104
Mean	0.3709369
Median Absolute Deviation (MAD)	0
Skewness	7.0837124
Sum	194
Variance	3.7242112
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
0	492	58.9%
2	5	0.6%
1	5	0.6%
5	4	0.5%
9	3	0.4%
7	3	0.4%
3	2	0.2%
10	2	0.2%
6	2	0.2%
15	2	0.2%
Other values (3)	3	0.4%
(Missing)	313	37.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	492	58.9%
1	5	0.6%
2	5	0.6%
3	2	0.2%
5	4	0.5%
6	2	0.2%
7	3	0.4%
8	1	0.1%
9	3	0.4%
10	2	0.2%

Value	Count	Frequency (%)
24	1	0.1%
15	2	0.2%
11	1	0.1%
10	2	0.2%
9	3	0.4%
8	1	0.1%
7	3	0.4%
6	2	0.2%
5	4	0.5%
3	2	0.2%

병상수
Real number (ℝ)

MISSING ZEROS

Distinct	18
Distinct (%)	3.4%
Missing	313
Missing (%)	37.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.96749522

Minimum	0
Maximum	49
Zeros	492
Zeros (%)	58.9%
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	1.9
Maximum	49
Range	49
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	5.2785345
Coefficient of variation (CV)	5.4558765
Kurtosis	42.189027
Mean	0.96749522
Median Absolute Deviation (MAD)	0
Skewness	6.3203806
Sum	506
Variance	27.862926
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
0	492	58.9%
29	5	0.6%
3	4	0.5%
1	4	0.5%
2	2	0.2%
4	2	0.2%
26	2	0.2%
10	2	0.2%
48	1	0.1%
36	1	0.1%
Other values (8)	8	1.0%
(Missing)	313	37.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	492	58.9%
1	4	0.5%
2	2	0.2%
3	4	0.5%
4	2	0.2%
5	1	0.1%
6	1	0.1%
9	1	0.1%
10	2	0.2%
22	1	0.1%

Value	Count	Frequency (%)
49	1	0.1%
48	1	0.1%
37	1	0.1%
36	1	0.1%
29	5	0.6%
26	2	0.2%
25	1	0.1%
24	1	0.1%
22	1	0.1%
10	2	0.2%

총면적
Real number (ℝ)

MISSING ZEROS

Distinct	426
Distinct (%)	81.5%
Missing	313
Missing (%)	37.4%
Infinite	0
Infinite (%)	0.0%
Mean	131.20497

Minimum	0
Maximum	1437
Zeros	63
Zeros (%)	7.5%
Negative	0
Negative (%)	0.0%
Memory size	7.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	78.445
median	115
Q3	156.115
95-th percentile	303.07
Maximum	1437
Range	1437
Interquartile range (IQR)	77.67

Descriptive statistics

Standard deviation	120.49328
Coefficient of variation (CV)	0.91835911
Kurtosis	35.009962
Mean	131.20497
Median Absolute Deviation (MAD)	39
Skewness	4.4054812
Sum	68620.2
Variance	14518.631
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	63	7.5%
74.53	3	0.4%
113.7	3	0.4%
120.0	3	0.4%
148.59	3	0.4%
93.3	3	0.4%
132.0	2	0.2%
115.0	2	0.2%
119.0	2	0.2%
141.9	2	0.2%
Other values (416)	437	52.3%
(Missing)	313	37.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	63	7.5%
15.5	1	0.1%
36.5	1	0.1%
37.3	1	0.1%
37.62	1	0.1%
39.4	1	0.1%
42.0	1	0.1%
42.12	1	0.1%
42.72	1	0.1%
43.16	1	0.1%

Value	Count	Frequency (%)
1437.0	1	0.1%
1006.99	1	0.1%
869.27	1	0.1%
668.0	1	0.1%
578.84	1	0.1%
578.3	1	0.1%
552.0	1	0.1%
509.26	1	0.1%
486.6	1	0.1%
466.0	1	0.1%

진료과목내용
Text

MISSING

Distinct	244
Distinct (%)	46.7%
Missing	313
Missing (%)	37.4%
Memory size	6.7 KiB

Length

Max length	83
Median length	47
Mean length	14.296367
Min length	3

Characters and Unicode

Total characters	7477
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

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

Unique

Unique	199 ?
Unique (%)	38.0%

Sample

1st row	111 101 104
2nd row	113
3rd row	401
4th row	103 102
5th row	301

Value	Count	Frequency (%)
101	156	7.8%
114	138	6.9%
401	121	6.1%
111	114	5.7%
301	102	5.1%
113	84	4.2%
308	67	3.4%
115	67	3.4%
122	67	3.4%
302	67	3.4%
Other values (48)	1016	50.8%

Most occurring characters

Value	Count	Frequency (%)
1	2112	28.2%
	1476	19.7%
0	1437	19.2%
3	766	10.2%
4	617	8.3%
2	396	5.3%
5	223	3.0%
8	151	2.0%
6	136	1.8%
7	92	1.2%
Other values (2)	71	0.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	6000	80.2%
Space Separator	1476	19.7%
Other Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	2112	35.2%
0	1437	23.9%
3	766	12.8%
4	617	10.3%
2	396	6.6%
5	223	3.7%
8	151	2.5%
6	136	2.3%
7	92	1.5%
9	70	1.2%

Space Separator

Value	Count	Frequency (%)
	1476	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	7477	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	2112	28.2%
	1476	19.7%
0	1437	19.2%
3	766	10.2%
4	617	8.3%
2	396	5.3%
5	223	3.0%
8	151	2.0%
6	136	1.8%
7	92	1.2%
Other values (2)	71	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7477	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	2112	28.2%
	1476	19.7%
0	1437	19.2%
3	766	10.2%
4	617	8.3%
2	396	5.3%
5	223	3.0%
8	151	2.0%
6	136	1.8%
7	92	1.2%
Other values (2)	71	0.9%

진료과목내용명
Text

MISSING

Distinct	176
Distinct (%)	33.7%
Missing	313
Missing (%)	37.4%
Memory size	6.7 KiB

Length

Max length	133
Median length	69
Mean length	22.969407
Min length	2

Characters and Unicode

Total characters	12013
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	130 ?
Unique (%)	24.9%

Sample

1st row	내과, 외과, 소아청소년과
2nd row	이비인후과
3rd row	치과
4th row	신경과, 정신건강의학과
5th row	한방내과

Value	Count	Frequency (%)
내과	156	7.8%
피부과	137	6.9%
치과	122	6.1%
소아청소년과	114	5.7%
한방내과	102	5.1%
이비인후과	84	4.2%
한방부인과	67	3.4%
가정의학과	67	3.4%
비뇨의학과	67	3.4%
침구과	67	3.4%
Other values (37)	1013	50.8%

Most occurring characters

Value	Count	Frequency (%)
과	2079	17.3%
,	1473	12.3%
	1473	12.3%
방	468	3.9%
한	435	3.6%
학	345	2.9%
의	344	2.9%
소	321	2.7%
치	319	2.7%
부	313	2.6%
Other values (57)	4443	37.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	8939	74.4%
Other Punctuation	1601	13.3%
Space Separator	1473	12.3%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
과	2079	23.3%
방	468	5.2%
한	435	4.9%
학	345	3.9%
의	344	3.8%
소	321	3.6%
치	319	3.6%
부	313	3.5%
내	286	3.2%
인	256	2.9%
Other values (54)	3773	42.2%

Other Punctuation

Value	Count	Frequency (%)
,	1473	92.0%
?	128	8.0%

Space Separator

Value	Count	Frequency (%)
	1473	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	8939	74.4%
Common	3074	25.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
과	2079	23.3%
방	468	5.2%
한	435	4.9%
학	345	3.9%
의	344	3.8%
소	321	3.6%
치	319	3.6%
부	313	3.5%
내	286	3.2%
인	256	2.9%
Other values (54)	3773	42.2%

Common

Value	Count	Frequency (%)
,	1473	47.9%
	1473	47.9%
?	128	4.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	8939	74.4%
ASCII	3074	25.6%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
과	2079	23.3%
방	468	5.2%
한	435	4.9%
학	345	3.9%
의	344	3.8%
소	321	3.6%
치	319	3.6%
부	313	3.5%
내	286	3.2%
인	256	2.9%
Other values (54)	3773	42.2%

ASCII

Value	Count	Frequency (%)
,	1473	47.9%
	1473	47.9%
?	128	4.2%

지정취소일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	836
Missing (%)	100.0%
Memory size	7.5 KiB

완화의료지정형태
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	836
Missing (%)	100.0%
Memory size	7.5 KiB

완화의료담당부서명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	836
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	523
<NA>	313

Length

Max length	4
Median length	1
Mean length	2.1232057
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	523	62.6%
<NA>	313	37.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	523	62.6%
na	313	37.4%

구급차일반
Categorical

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

0	523
<NA>	313

Length

Max length	4
Median length	1
Mean length	2.1232057
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	523	62.6%
<NA>	313	37.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	523	62.6%
na	313	37.4%

총인원
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	836
Missing (%)	100.0%
Memory size	7.5 KiB

구조사수
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	836
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	523
<NA>	313

Length

Max length	4
Median length	1
Mean length	2.1232057
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	523	62.6%
<NA>	313	37.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	523	62.6%
na	313	37.4%

최초지정일자
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	836
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	3040000	PHMA119693040033041100001	1969-06-11	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-466-2339	<NA>	143-867	서울특별시 광진구 자양동 627-21(1층)	서울특별시 광진구 자양로 81, 1층 (자양동)	05056	동제한의원	2023-08-18 10:51:36	U	2022-12-07 22:00:00.0	한의원	207341.768148	448093.474633	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1	3040000	PHMA119703040033041100001	19700825	<NA>	3	폐업	3	폐업	20160311	<NA>	<NA>	<NA>	02-463-0964	<NA>	143842	서울특별시 광진구 자양4동 250번지 21호	서울특별시 광진구 동일로 74 (자양동)	<NA>	광제의원	2016-03-11 13:32:13	I	2018-08-31 23:59:59.0	의원	205467.469547	448559.329667	의원	1	0	0	0.0	111 101 104	내과, 외과, 소아청소년과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
2	3040000	PHMA119733040033041100001	19730404	<NA>	3	폐업	3	폐업	20201013	<NA>	<NA>	<NA>	02-466-9910	<NA>	143840	서울특별시 광진구 군자동 356번지 6호 3층	서울특별시 광진구 광나루로 351, 3층 (군자동)	05003	서이비인후과의원	2020-10-13 17:14:39	U	2020-12-03 02:40:00.0	의원	206025.355191	449576.340648	의원	1	0	0	0.0	113	이비인후과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
3	3040000	PHMA119733040033041100002	19730627	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-468-2875	<NA>	143840	서울특별시 광진구 군자동 361번지 28호 3층	서울특별시 광진구 광나루로 375-1, 3층 (군자동)	05005	정태련치과의원	2017-09-05 18:39:01	I	2018-08-31 23:59:59.0	치과의원	206270.522449	449548.404427	치과의원	1	0	0	113.1	401	치과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
4	3040000	PHMA119733040033041100003	19731031	<NA>	3	폐업	3	폐업	20141001	<NA>	<NA>	<NA>	02-446-1172	<NA>	143824	서울특별시 광진구 구의1동 235번지 36호	서울특별시 광진구 자양로 186-1 (구의동)	<NA>	동서울신경정신과의원	2014-10-01 17:47:48	I	2018-08-31 23:59:59.0	의원	207459.056739	449102.948903	의원	2	0	0	0.0	103 102	신경과, 정신건강의학과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
5	3040000	PHMA119733040033041100004	19731220	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-446-5080	<NA>	143817	서울특별시 광진구 구의2동 53번지 4호 3층	서울특별시 광진구 천호대로 665 (구의동,3층)	<NA>	서울더편한치과의원	2022-06-03 01:15:22	U	2021-12-06 00:07:00.0	치과의원	207907.884299	449938.014731	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
6	3040000	PHMA119743040033041100001	19740521	<NA>	3	폐업	3	폐업	20200531	<NA>	<NA>	<NA>	02-467-2748	<NA>	143904	서울특별시 광진구 중곡동 242번지 1호 2층	서울특별시 광진구 긴고랑로 42-1, 2층 (중곡동)	04914	보생한의원	2020-06-01 17:06:35	U	2020-06-04 02:40:00.0	한의원	207089.386862	451144.54013	한의원	1	0	0	0.0	301	한방내과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
7	3040000	PHMA119743040033041100002	19740523	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-467-5158	<NA>	143903	서울특별시 광진구 중곡동 231번지 8호 2층	서울특별시 광진구 면목로 113-1, 2층 (중곡동)	04911	남경치과의원	2017-09-05 18:39:01	I	2018-08-31 23:59:59.0	치과의원	206996.31439	451295.860659	치과의원	1	0	0	0.0	401	치과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
8	3040000	PHMA119743040033041100003	19740806	<NA>	3	폐업	3	폐업	20001004	<NA>	<NA>	<NA>	<NA>	<NA>	143890	서울특별시 광진구 중곡2동 117번지 9호	서울특별시 광진구 용마산로 15 (중곡동)	<NA>	고려소아과의원	2009-07-20 10:51:48	I	2018-08-31 23:59:59.0	의원	207711.685629	450319.62277	의원	1	0	0	0.0	111	소아청소년과	<NA>	<NA>	<NA>	0	0	<NA>	<NA>	0	<NA>
9	3040000	PHMA119753040033041100001	1975-09-02	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-444-6969	<NA>	<NA>	서울특별시 광진구 중곡동 115-4	서울특별시 광진구 천호대로 647, 2층 (중곡동)	04953	서울연세임정규우상치과의원	2023-09-27 09:20:26	U	2022-12-08 22:09:00.0	치과의원	207824.309885	450114.867822	<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
826	3040000	PHMA120233040033041100022	2023-10-10	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-455-2080	<NA>	<NA>	서울특별시 광진구 중곡동 115-12	서울특별시 광진구 천호대로 653, 5층 (중곡동)	04953	서울미니플란트치과의원	2023-10-13 04:13:13	U	2022-10-30 23:05:00.0	치과의원	207850.438647	450066.522171	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
827	3040000	PHMA120233040033041100023	2023-10-13	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-456-4091	<NA>	<NA>	서울특별시 광진구 중곡동 341-29 광동빌딩	서울특별시 광진구 천호대로 571, 광동빌딩 4층 (중곡동)	04929	류마김예리내과의원	2023-10-27 03:13:14	U	2022-10-30 22:09:00.0	의원	207147.398684	450494.906098	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
828	3040000	PHMA120233040033041100024	2023-11-15	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-453-1100	<NA>	<NA>	<NA>	서울특별시 광진구 뚝섬로 548, 2층 (자양동)	05090	스타한의원	2024-04-18 17:54:44	U	2023-12-03 22:00:00.0	한의원	206190.256186	448027.866874	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
829	3040000	PHMA120233040033041100025	2023-12-07	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-467-8288	<NA>	<NA>	서울특별시 광진구 군자동 477-17	서울특별시 광진구 능동로 295, 2층 (군자동)	04997	올유메디컬의원	2024-04-04 20:43:13	U	2023-12-04 00:06:00.0	의원	206864.714426	450440.011309	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
830	3040000	PHMA120233040033041100026	2023-12-13	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-465-7791	<NA>	<NA>	서울특별시 광진구 자양동 5-13	서울특별시 광진구 동일로20길 106, 1,2층 (자양동)	05073	데이뷰의원	2024-02-12 00:43:15	U	2023-12-01 23:04:00.0	의원	206040.411078	448600.954335	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
831	3040000	PHMA120243040033041100001	2024-02-08	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-1833-6233	<NA>	<NA>	서울특별시 광진구 화양동 7-2 삼진빌딩	서울특별시 광진구 아차산로 237, 삼진빌딩 2층 (화양동)	05018	블리비의원	2024-03-28 15:16:58	U	2023-12-02 21:00:00.0	의원	206095.633065	448699.143307	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
832	3040000	PHMA120243040033041100002	2024-02-27	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-456-7737	<NA>	<NA>	서울특별시 광진구 자양동 779-8	서울특별시 광진구 자양로 109, 3층 301, 302호 (자양동)	05026	메이퓨어의원	2024-04-19 00:43:14	U	2023-12-03 22:01:00.0	의원	207272.149511	448355.730766	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
833	3040000	PHMA120243040033041100003	2024-03-06	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-6958-7520	<NA>	<NA>	서울특별시 광진구 화양동 6-1	서울특별시 광진구 능동로 103, 5층 1호 (화양동)	05017	건대역레오정형외과의원	2024-04-18 22:13:13	U	2023-12-03 22:00:00.0	의원	206163.281974	448682.578828	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
834	3040000	PHMA120243040033041100004	2024-03-28	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-499-9911	<NA>	<NA>	서울특별시 광진구 군자동 477-17 ES빌딩	서울특별시 광진구 능동로 295, ES빌딩 1층 102호 (군자동)	04997	군자성모정형외과의원	2024-04-11 20:43:13	U	2023-12-03 23:03:00.0	의원	206864.714426	450440.011309	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
835	3040000	PHMA120243040033041100005	2024-04-18	<NA>	1	영업/정상	13	영업중	<NA>	<NA>	<NA>	<NA>	02-6958-5755	<NA>	<NA>	서울특별시 광진구 군자동 27-2	서울특별시 광진구 능동로 261, 지하1층, 2~6층 (군자동)	04998	루트여성의원	2024-04-18 14:36:08	I	2023-12-03 22:00:00.0	의원	206746.70833	450141.931842	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

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Most occurring scripts

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ASCII

Hangul

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Most frequent character per category

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