gimi9 Pandas Profiling

Dataset statistics

Number of variables	20
Number of observations	10000
Missing cells	2221
Missing cells (%)	1.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.7 MiB
Average record size in memory	177.0 B

Variable types

Text	5
DateTime	1
Categorical	4
Numeric	6
Boolean	4

Dataset

Description	건강보험심사평가원에서 제공하는 「건강보험 행위 급여·비급여 목록표 및 급여 상대가치점수」 / 건강보험심사평가원 홈페이지 > 제도정책 > 보험인정기준 메뉴에서 확인 가능
URL	https://www.data.go.kr/data/15067456/fileData.do

Alerts

`장구분` is highly overall correlated with `1-2구분` and 1 other fields	High correlation
`중복인정여부` is highly overall correlated with `본인부담률80`	High correlation
`본인부담률80` is highly overall correlated with `중복인정여부`	High correlation
`1-2구분` is highly overall correlated with `장구분`	High correlation
`의원단가` is highly overall correlated with `치과병의원단가` and 3 other fields	High correlation
`병원급이상단가` is highly overall correlated with `치과병의원단가` and 3 other fields	High correlation
`치과병의원단가` is highly overall correlated with `의원단가` and 4 other fields	High correlation
`보건기관단가` is highly overall correlated with `의원단가` and 3 other fields	High correlation
`한방병원단가` is highly overall correlated with `의원단가` and 4 other fields	High correlation
`상대가치점수` is highly overall correlated with `의원단가` and 5 other fields	High correlation
`수술여부` is highly overall correlated with `병원급이상단가` and 2 other fields	High correlation
`수술여부` is highly imbalanced (87.8%)	Imbalance
`조산원단가` is highly imbalanced (99.8%)	Imbalance
`본인부담률50` is highly imbalanced (92.9%)	Imbalance
`본인부담률80` is highly imbalanced (59.4%)	Imbalance
`본인부담률90` is highly imbalanced (90.1%)	Imbalance
`중복인정여부` is highly imbalanced (58.4%)	Imbalance
`영문명` has 665 (6.7%) missing values	Missing
`상대가치점수` has 400 (4.0%) missing values	Missing
`산정명칭` has 1156 (11.6%) missing values	Missing
`수가코드` has unique values	Unique
`의원단가` has 2221 (22.2%) zeros	Zeros
`병원급이상단가` has 304 (3.0%) zeros	Zeros
`치과병의원단가` has 2029 (20.3%) zeros	Zeros
`보건기관단가` has 2212 (22.1%) zeros	Zeros
`한방병원단가` has 2244 (22.4%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 09:10:25.360791
Analysis finished	2023-12-12 09:10:34.226205
Duration	8.87 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

수가코드
Text

UNIQUE

Distinct	10000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	8
Median length	8
Mean length	7.7666
Min length	5

Characters and Unicode

Total characters	77666
Distinct characters	33
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	10000 ?
Unique (%)	100.0%

Sample

1st row	HJ241600
2nd row	D5321382
3rd row	D473101B
4th row	AK500
5th row	AB105203

Value	Count	Frequency (%)
hj241600	1	< 0.1%
l1232e49	1	< 0.1%
ha623537	1	< 0.1%
l1212a29	1	< 0.1%
ha603926	1	< 0.1%
d5336300	1	< 0.1%
71024	1	< 0.1%
d1520016	1	< 0.1%
d2253001	1	< 0.1%
eb482	1	< 0.1%
Other values (9990)	9990	99.9%

Most occurring characters

Value	Count	Frequency (%)
0	14473	18.6%
1	9063	11.7%
2	7125	9.2%
5	6525	8.4%
3	6430	8.3%
4	5103	6.6%
6	4995	6.4%
D	3902	5.0%
A	3487	4.5%
7	2973	3.8%
Other values (23)	13590	17.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	61052	78.6%
Uppercase Letter	16614	21.4%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
D	3902	23.5%
A	3487	21.0%
H	2022	12.2%
B	1498	9.0%
L	1474	8.9%
C	1106	6.7%
E	833	5.0%
G	488	2.9%
M	441	2.7%
F	419	2.5%
Other values (13)	944	5.7%

Decimal Number

Value	Count	Frequency (%)
0	14473	23.7%
1	9063	14.8%
2	7125	11.7%
5	6525	10.7%
3	6430	10.5%
4	5103	8.4%
6	4995	8.2%
7	2973	4.9%
8	2415	4.0%
9	1950	3.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	61052	78.6%
Latin	16614	21.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
D	3902	23.5%
A	3487	21.0%
H	2022	12.2%
B	1498	9.0%
L	1474	8.9%
C	1106	6.7%
E	833	5.0%
G	488	2.9%
M	441	2.7%
F	419	2.5%
Other values (13)	944	5.7%

Common

Value	Count	Frequency (%)
0	14473	23.7%
1	9063	14.8%
2	7125	11.7%
5	6525	10.7%
3	6430	10.5%
4	5103	8.4%
6	4995	8.2%
7	2973	4.9%
8	2415	4.0%
9	1950	3.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	77666	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	14473	18.6%
1	9063	11.7%
2	7125	9.2%
5	6525	8.4%
3	6430	8.3%
4	5103	6.6%
6	4995	6.4%
D	3902	5.0%
A	3487	4.5%
7	2973	3.8%
Other values (23)	13590	17.5%

적용일자
Date

Distinct	20
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	2010-01-31 00:00:00
Maximum	2024-07-01 00:00:00

Histogram

Histogram with fixed size bins (bins=20)

분류번호
Text

Distinct	2270
Distinct (%)	22.7%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	17
Median length	15
Mean length	6.7433
Min length	2

Characters and Unicode

Total characters	67433
Distinct characters	64
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	3 ?

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

Unique

Unique	1028 ?
Unique (%)	10.3%

Sample

1st row	다246가(8)(나)2)
2nd row	누532가(1)
3rd row	누473가
4th row	요54(1)
5th row	가2가(1)

Value	Count	Frequency (%)
누532다(4	146	1.5%
요51	134	1.3%
바2나(2	127	1.3%
누532다(4)주	127	1.3%
바2가(2	126	1.3%
누532다(2)주	122	1.2%
바2가(1	116	1.2%
누532다(2	113	1.1%
바2나(1	108	1.1%
나580다(3	98	1.0%
Other values (2262)	8794	87.8%

Most occurring characters

Value	Count	Frequency (%)
2	7849	11.6%
)	7318	10.9%
(	6248	9.3%
1	4823	7.2%
가	4465	6.6%
다	4334	6.4%
5	4157	6.2%
나	3833	5.7%
3	3581	5.3%
누	3416	5.1%
Other values (54)	17409	25.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	31368	46.5%
Other Letter	22134	32.8%
Close Punctuation	7318	10.9%
Open Punctuation	6248	9.3%
Dash Punctuation	353	0.5%
Space Separator	11	< 0.1%
Other Punctuation	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
가	4465	20.2%
다	4334	19.6%
나	3833	17.3%
누	3416	15.4%
바	1616	7.3%
주	1557	7.0%
라	689	3.1%
자	494	2.2%
요	479	2.2%
마	433	2.0%
Other values (39)	818	3.7%

Decimal Number

Value	Count	Frequency (%)
2	7849	25.0%
1	4823	15.4%
5	4157	13.3%
3	3581	11.4%
4	2886	9.2%
6	2833	9.0%
0	1815	5.8%
8	1446	4.6%
7	1202	3.8%
9	776	2.5%

Close Punctuation

Value	Count	Frequency (%)
)	7318	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	6248	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	353	100.0%

Space Separator

Value	Count	Frequency (%)
	11	100.0%

Other Punctuation

Value	Count	Frequency (%)
·	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	45299	67.2%
Hangul	22134	32.8%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
가	4465	20.2%
다	4334	19.6%
나	3833	17.3%
누	3416	15.4%
바	1616	7.3%
주	1557	7.0%
라	689	3.1%
자	494	2.2%
요	479	2.2%
마	433	2.0%
Other values (39)	818	3.7%

Common

Value	Count	Frequency (%)
2	7849	17.3%
)	7318	16.2%
(	6248	13.8%
1	4823	10.6%
5	4157	9.2%
3	3581	7.9%
4	2886	6.4%
6	2833	6.3%
0	1815	4.0%
8	1446	3.2%
Other values (5)	2343	5.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	45298	67.2%
Hangul	22134	32.8%
None	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	7849	17.3%
)	7318	16.2%
(	6248	13.8%
1	4823	10.6%
5	4157	9.2%
3	3581	7.9%
4	2886	6.4%
6	2833	6.3%
0	1815	4.0%
8	1446	3.2%
Other values (4)	2342	5.2%

Hangul

Value	Count	Frequency (%)
가	4465	20.2%
다	4334	19.6%
나	3833	17.3%
누	3416	15.4%
바	1616	7.3%
주	1557	7.0%
라	689	3.1%
자	494	2.2%
요	479	2.2%
마	433	2.0%
Other values (39)	818	3.7%

None

Value	Count	Frequency (%)
·	1	100.0%

한글명
Text

Distinct	4436
Distinct (%)	44.4%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	122
Median length	83
Mean length	29.3998
Min length	2

Characters and Unicode

Total characters	293998
Distinct characters	631
Distinct categories	13 ?
Distinct scripts	4 ?
Distinct blocks	7 ?

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

Unique

Unique	2311 ?
Unique (%)	23.1%

Sample

1st row	자기공명영상진단-기본검사-전신-조영제 주입 전·후 촬영 판독-판독료
2nd row	약물 및 독물-[일반면역검사](정성)_δ-Aminolevulinic Acid
3rd row	단백분획[분획분석]-일반_단백분획측정(혈청)
4th row	격리실 입원료-1인용
5th row	상급종합병원5등급간호관리료적용기본입원료

Value	Count	Frequency (%)
및	1658	6.4%
약물	1232	4.8%
gene	506	2.0%
등	401	1.5%
유전성	388	1.5%
유전자검사-염기서열분석-염기서열반응	352	1.4%
입원환자군	318	1.2%
초과	266	1.0%
내	232	0.9%
의·치과	199	0.8%
Other values (5261)	20331	78.5%

Most occurring characters

Value	Count	Frequency (%)
	15943	5.4%
-	15023	5.1%
정	5433	1.8%
[	4899	1.7%
]	4896	1.7%
사	4660	1.6%
기	4399	1.5%
)	4006	1.4%
(	3998	1.4%
e	3990	1.4%
Other values (621)	226751	77.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	192744	65.6%
Lowercase Letter	27480	9.3%
Space Separator	15946	5.4%
Dash Punctuation	15023	5.1%
Uppercase Letter	9121	3.1%
Decimal Number	8999	3.1%
Open Punctuation	8904	3.0%
Close Punctuation	8903	3.0%
Other Punctuation	3827	1.3%
Connector Punctuation	2851	1.0%
Other values (3)	200	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
정	5433	2.8%
사	4660	2.4%
기	4399	2.3%
분	3942	2.0%
원	3749	1.9%
검	3622	1.9%
관	2818	1.5%
량	2805	1.5%
전	2794	1.4%
료	2787	1.4%
Other values (523)	155735	80.8%

Lowercase Letter

Value	Count	Frequency (%)
e	3990	14.5%
i	2847	10.4%
n	2383	8.7%
a	2375	8.6%
o	2094	7.6%
r	1787	6.5%
l	1631	5.9%
t	1287	4.7%
p	1177	4.3%
s	1055	3.8%
Other values (20)	6854	24.9%

Uppercase Letter

Value	Count	Frequency (%)
A	903	9.9%
G	818	9.0%
I	775	8.5%
C	727	8.0%
T	605	6.6%
M	593	6.5%
P	558	6.1%
B	427	4.7%
H	403	4.4%
V	388	4.3%
Other values (16)	2924	32.1%

Decimal Number

Value	Count	Frequency (%)
1	3245	36.1%
2	1271	14.1%
5	1104	12.3%
3	892	9.9%
0	872	9.7%
4	765	8.5%
8	291	3.2%
6	252	2.8%
7	195	2.2%
9	112	1.2%

Letter Number

Value	Count	Frequency (%)
Ⅱ	34	34.7%
Ⅰ	19	19.4%
Ⅲ	15	15.3%
Ⅳ	13	13.3%
Ⅸ	5	5.1%
Ⅴ	3	3.1%
Ⅹ	3	3.1%
Ⅷ	3	3.1%
Ⅶ	2	2.0%
Ⅵ	1	1.0%

Other Punctuation

Value	Count	Frequency (%)
,	2254	58.9%
·	1305	34.1%
/	135	3.5%
:	104	2.7%
.	12	0.3%
%	8	0.2%
\	4	0.1%
"	4	0.1%
'	1	< 0.1%

Open Punctuation

Value	Count	Frequency (%)
[	4899	55.0%
(	3998	44.9%
{	7	0.1%

Close Punctuation

Value	Count	Frequency (%)
]	4896	55.0%
)	4006	45.0%
］	1	< 0.1%

Space Separator

Value	Count	Frequency (%)
	15943	> 99.9%
	3	< 0.1%

Math Symbol

Value	Count	Frequency (%)
~	94	96.9%
∼	3	3.1%

Dash Punctuation

Value	Count	Frequency (%)
-	15023	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	2851	100.0%

Other Symbol

Value	Count	Frequency (%)
㎠	5	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	192744	65.6%
Common	64555	22.0%
Latin	36672	12.5%
Greek	27	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
정	5433	2.8%
사	4660	2.4%
기	4399	2.3%
분	3942	2.0%
원	3749	1.9%
검	3622	1.9%
관	2818	1.5%
량	2805	1.5%
전	2794	1.4%
료	2787	1.4%
Other values (523)	155735	80.8%

Latin

Value	Count	Frequency (%)
e	3990	10.9%
i	2847	7.8%
n	2383	6.5%
a	2375	6.5%
o	2094	5.7%
r	1787	4.9%
l	1631	4.4%
t	1287	3.5%
p	1177	3.2%
s	1055	2.9%
Other values (52)	16046	43.8%

Common

Value	Count	Frequency (%)
	15943	24.7%
-	15023	23.3%
[	4899	7.6%
]	4896	7.6%
)	4006	6.2%
(	3998	6.2%
1	3245	5.0%
_	2851	4.4%
,	2254	3.5%
·	1305	2.0%
Other values (22)	6135	9.5%

Greek

Value	Count	Frequency (%)
δ	22	81.5%
γ	2	7.4%
α	2	7.4%
β	1	3.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	192735	65.6%
ASCII	99812	33.9%
None	1336	0.5%
Number Forms	98	< 0.1%
Compat Jamo	9	< 0.1%
CJK Compat	5	< 0.1%
Math Operators	3	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	15943	16.0%
-	15023	15.1%
[	4899	4.9%
]	4896	4.9%
)	4006	4.0%
(	3998	4.0%
e	3990	4.0%
1	3245	3.3%
_	2851	2.9%
i	2847	2.9%
Other values (69)	38114	38.2%

Hangul

Value	Count	Frequency (%)
정	5433	2.8%
사	4660	2.4%
기	4399	2.3%
분	3942	2.0%
원	3749	1.9%
검	3622	1.9%
관	2818	1.5%
량	2805	1.5%
전	2794	1.4%
료	2787	1.4%
Other values (522)	155726	80.8%

None

Value	Count	Frequency (%)
·	1305	97.7%
δ	22	1.6%
	3	0.2%
γ	2	0.1%
α	2	0.1%
β	1	0.1%
］	1	0.1%

Number Forms

Value	Count	Frequency (%)
Ⅱ	34	34.7%
Ⅰ	19	19.4%
Ⅲ	15	15.3%
Ⅳ	13	13.3%
Ⅸ	5	5.1%
Ⅴ	3	3.1%
Ⅹ	3	3.1%
Ⅷ	3	3.1%
Ⅶ	2	2.0%
Ⅵ	1	1.0%

Compat Jamo

Value	Count	Frequency (%)
ㆍ	9	100.0%

CJK Compat

Value	Count	Frequency (%)
㎠	5	100.0%

Math Operators

Value	Count	Frequency (%)
∼	3	100.0%

영문명
Text

MISSING

Distinct	2181
Distinct (%)	23.4%
Missing	665
Missing (%)	6.7%
Memory size	156.2 KiB

Length

Max length	144
Median length	97
Mean length	39.024531
Min length	1

Characters and Unicode

Total characters	364294
Distinct characters	104
Distinct categories	12 ?
Distinct scripts	4 ?
Distinct blocks	5 ?

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

Unique

Unique	853 ?
Unique (%)	9.1%

Sample

1st row	Magnetic Resonance Imaging-Whole Body
2nd row	Drug, Toxic Agent Test-δ-Aminolevulinic Acid
3rd row	Protein Electrophoresis-General-Protein Electrophoresis(Serum)
4th row	Isolation Room Patient Care
5th row	Inpatient Care

Value	Count	Frequency (%)
anesthesia	1506	3.7%
for	1492	3.7%
drug	1259	3.1%
toxic	1229	3.1%
agent	1228	3.1%
of	1071	2.7%
care	755	1.9%
general	649	1.6%
circuit	646	1.6%
inpatient	554	1.4%
Other values (2888)	29833	74.2%

Most occurring characters

Value	Count	Frequency (%)
e	34460	9.5%
	32582	8.9%
n	25903	7.1%
i	25208	6.9%
a	24830	6.8%
t	23058	6.3%
r	20266	5.6%
o	19322	5.3%
s	14110	3.9%
l	11740	3.2%
Other values (94)	132815	36.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	268365	73.7%
Uppercase Letter	47230	13.0%
Space Separator	32585	8.9%
Dash Punctuation	6302	1.7%
Decimal Number	3478	1.0%
Other Punctuation	2487	0.7%
Close Punctuation	1345	0.4%
Open Punctuation	1344	0.4%
Connector Punctuation	1087	0.3%
Letter Number	52	< 0.1%
Other values (2)	19	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	34460	12.8%
n	25903	9.7%
i	25208	9.4%
a	24830	9.3%
t	23058	8.6%
r	20266	7.6%
o	19322	7.2%
s	14110	5.3%
l	11740	4.4%
c	11532	4.3%
Other values (19)	57936	21.6%

Uppercase Letter

Value	Count	Frequency (%)
A	6434	13.6%
T	5014	10.6%
C	4937	10.5%
M	3280	6.9%
G	3271	6.9%
S	3089	6.5%
I	2739	5.8%
P	2468	5.2%
B	2423	5.1%
D	2050	4.3%
Other values (16)	11525	24.4%

Other Letter

Value	Count	Frequency (%)
포	2	11.1%
스	2	11.1%
러	2	11.1%
이	2	11.1%
바	2	11.1%
두	1	5.6%
종	1	5.6%
유	1	5.6%
인	1	5.6%
함	1	5.6%
Other values (3)	3	16.7%

Decimal Number

Value	Count	Frequency (%)
1	1513	43.5%
5	639	18.4%
2	435	12.5%
3	279	8.0%
0	138	4.0%
6	116	3.3%
7	107	3.1%
4	98	2.8%
9	79	2.3%
8	74	2.1%

Letter Number

Value	Count	Frequency (%)
Ⅱ	22	42.3%
Ⅰ	9	17.3%
Ⅸ	5	9.6%
Ⅲ	4	7.7%
Ⅹ	3	5.8%
Ⅷ	3	5.8%
Ⅶ	2	3.8%
Ⅳ	2	3.8%
Ⅴ	2	3.8%

Other Punctuation

Value	Count	Frequency (%)
,	2174	87.4%
/	167	6.7%
·	71	2.9%
.	27	1.1%
:	26	1.0%
&	15	0.6%
'	6	0.2%
：	1	< 0.1%

Space Separator

Value	Count	Frequency (%)
	32582	> 99.9%
	3	< 0.1%

Close Punctuation

Value	Count	Frequency (%)
)	743	55.2%
]	602	44.8%

Open Punctuation

Value	Count	Frequency (%)
(	740	55.1%
[	604	44.9%

Dash Punctuation

Value	Count	Frequency (%)
-	6302	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	1087	100.0%

Math Symbol

Value	Count	Frequency (%)
≤	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	315589	86.6%
Common	48629	13.3%
Greek	58	< 0.1%
Hangul	18	< 0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	34460	10.9%
n	25903	8.2%
i	25208	8.0%
a	24830	7.9%
t	23058	7.3%
r	20266	6.4%
o	19322	6.1%
s	14110	4.5%
l	11740	3.7%
c	11532	3.7%
Other values (51)	105160	33.3%

Common

Value	Count	Frequency (%)
	32582	67.0%
-	6302	13.0%
,	2174	4.5%
1	1513	3.1%
_	1087	2.2%
)	743	1.5%
(	740	1.5%
5	639	1.3%
[	604	1.2%
]	602	1.2%
Other values (17)	1643	3.4%

Hangul

Value	Count	Frequency (%)
포	2	11.1%
스	2	11.1%
러	2	11.1%
이	2	11.1%
바	2	11.1%
두	1	5.6%
종	1	5.6%
유	1	5.6%
인	1	5.6%
함	1	5.6%
Other values (3)	3	16.7%

Greek

Value	Count	Frequency (%)
α	23	39.7%
δ	22	37.9%
β	13	22.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	364090	99.9%
None	133	< 0.1%
Number Forms	52	< 0.1%
Hangul	18	< 0.1%
Math Operators	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	34460	9.5%
	32582	8.9%
n	25903	7.1%
i	25208	6.9%
a	24830	6.8%
t	23058	6.3%
r	20266	5.6%
o	19322	5.3%
s	14110	3.9%
l	11740	3.2%
Other values (65)	132611	36.4%

None

Value	Count	Frequency (%)
·	71	53.4%
α	23	17.3%
δ	22	16.5%
β	13	9.8%
	3	2.3%
：	1	0.8%

Number Forms

Value	Count	Frequency (%)
Ⅱ	22	42.3%
Ⅰ	9	17.3%
Ⅸ	5	9.6%
Ⅲ	4	7.7%
Ⅹ	3	5.8%
Ⅷ	3	5.8%
Ⅶ	2	3.8%
Ⅳ	2	3.8%
Ⅴ	2	3.8%

Hangul

Value	Count	Frequency (%)
포	2	11.1%
스	2	11.1%
러	2	11.1%
이	2	11.1%
바	2	11.1%
두	1	5.6%
종	1	5.6%
유	1	5.6%
인	1	5.6%
함	1	5.6%
Other values (3)	3	16.7%

Math Operators

Value	Count	Frequency (%)
≤	1	100.0%

1-2구분
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

2	8649
1	1351

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
2	8649	86.5%
1	1351	13.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	8649	86.5%
1	1351	13.5%

수술여부
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

0	9833
9	167

Length

Max length	1
Median length	1
Mean length	1
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	9833	98.3%
9	167	1.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	9833	98.3%
9	167	1.7%

의원단가
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	3494
Distinct (%)	34.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	121521.24

Minimum	0
Maximum	11468990
Zeros	2221
Zeros (%)	22.2%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3715
median	29660
Q3	114152.5
95-th percentile	479755
Maximum	11468990
Range	11468990
Interquartile range (IQR)	110437.5

Descriptive statistics

Standard deviation	345462.87
Coefficient of variation (CV)	2.8428188
Kurtosis	310.56203
Mean	121521.24
Median Absolute Deviation (MAD)	29660
Skewness	13.499263
Sum	1.2152124 × 10⁹
Variance	1.1934459 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2221	22.2%
53610	59	0.6%
94480	39	0.4%
29240	36	0.4%
50360	34	0.3%
17530	33	0.3%
296870	32	0.3%
434710	32	0.3%
28110	31	0.3%
48780	27	0.3%
Other values (3484)	7456	74.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2221	22.2%
130	1	< 0.1%
250	1	< 0.1%
270	1	< 0.1%
300	2	< 0.1%
330	2	< 0.1%
420	1	< 0.1%
460	1	< 0.1%
470	2	< 0.1%
500	1	< 0.1%

Value	Count	Frequency (%)
11468990	2	< 0.1%
7196940	1	< 0.1%
6428340	1	< 0.1%
5757550	1	< 0.1%
5500000	1	< 0.1%
4576000	1	< 0.1%
4484690	1	< 0.1%
4318170	1	< 0.1%
4311930	1	< 0.1%
4308970	1	< 0.1%

병원급이상단가
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	4478
Distinct (%)	44.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	152618.78

Minimum	0
Maximum	9924850
Zeros	304
Zeros (%)	3.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	2400
Q1	15170
median	46775
Q3	146160
95-th percentile	567310
Maximum	9924850
Range	9924850
Interquartile range (IQR)	130990

Descriptive statistics

Standard deviation	402107.14
Coefficient of variation (CV)	2.634716
Kurtosis	134.877
Mean	152618.78
Median Absolute Deviation (MAD)	38240
Skewness	9.5284385
Sum	1.5261878 × 10⁹
Variance	1.6169015 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	304	3.0%
46390	59	0.6%
24330	52	0.5%
81760	39	0.4%
25300	36	0.4%
43580	35	0.4%
15170	33	0.3%
376180	32	0.3%
256900	32	0.3%
60840	28	0.3%
Other values (4468)	9350	93.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	304	3.0%
110	1	< 0.1%
220	2	< 0.1%
230	1	< 0.1%
260	3	< 0.1%
290	2	< 0.1%
370	1	< 0.1%
400	2	< 0.1%
430	1	< 0.1%
450	1	< 0.1%

Value	Count	Frequency (%)
9924850	2	< 0.1%
6227970	2	< 0.1%
5562850	1	< 0.1%
5500000	1	< 0.1%
5480620	2	< 0.1%
5183790	2	< 0.1%
4982380	4	< 0.1%
4729770	1	< 0.1%
4576000	1	< 0.1%
4474110	2	< 0.1%

치과병의원단가
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	3628
Distinct (%)	36.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	123725.26

Minimum	0
Maximum	11581070
Zeros	2029
Zeros (%)	20.3%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	5517.5
median	32760
Q3	116150
95-th percentile	484435.5
Maximum	11581070
Range	11581070
Interquartile range (IQR)	110632.5

Descriptive statistics

Standard deviation	348403
Coefficient of variation (CV)	2.8159407
Kurtosis	311.60808
Mean	123725.26
Median Absolute Deviation (MAD)	32760
Skewness	13.520792
Sum	1.2372526 × 10⁹
Variance	1.2138465 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2029	20.3%
54130	59	0.6%
28390	51	0.5%
95400	39	0.4%
29530	36	0.4%
50850	34	0.3%
17700	33	0.3%
438950	32	0.3%
299770	32	0.3%
49250	27	0.3%
Other values (3618)	7628	76.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2029	20.3%
130	1	< 0.1%
260	1	< 0.1%
270	1	< 0.1%
300	2	< 0.1%
330	2	< 0.1%
430	1	< 0.1%
470	2	< 0.1%
480	1	< 0.1%
500	1	< 0.1%

Value	Count	Frequency (%)
11581070	2	< 0.1%
7267270	1	< 0.1%
6491160	1	< 0.1%
5813820	1	< 0.1%
5500000	1	< 0.1%
4576000	1	< 0.1%
4528510	1	< 0.1%
4360360	1	< 0.1%
4354060	1	< 0.1%
4351070	1	< 0.1%

보건기관단가
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	3504
Distinct (%)	35.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	120096.18

Minimum	0
Maximum	11332010
Zeros	2212
Zeros (%)	22.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3745
median	29310
Q3	112667.5
95-th percentile	474025
Maximum	11332010
Range	11332010
Interquartile range (IQR)	108922.5

Descriptive statistics

Standard deviation	341602.37
Coefficient of variation (CV)	2.8444066
Kurtosis	310.05533
Mean	120096.18
Median Absolute Deviation (MAD)	29310
Skewness	13.494267
Sum	1.2009618 × 10⁹
Variance	1.1669218 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2212	22.1%
52970	59	0.6%
27780	51	0.5%
93350	39	0.4%
28890	36	0.4%
49750	34	0.3%
17320	33	0.3%
429510	32	0.3%
293320	32	0.3%
48200	27	0.3%
Other values (3494)	7445	74.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2212	22.1%
130	1	< 0.1%
250	1	< 0.1%
260	1	< 0.1%
300	2	< 0.1%
330	2	< 0.1%
420	1	< 0.1%
460	2	< 0.1%
470	1	< 0.1%
490	1	< 0.1%

Value	Count	Frequency (%)
11332010	2	< 0.1%
7110990	1	< 0.1%
6351560	1	< 0.1%
5688790	1	< 0.1%
5500000	1	< 0.1%
4576000	1	< 0.1%
4431120	1	< 0.1%
4266590	1	< 0.1%
4260430	1	< 0.1%
4257500	1	< 0.1%

조산원단가
Categorical

IMBALANCE

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

0	9997
603540	1
4950	1
14320	1

Length

Max length	6
Median length	1
Mean length	1.0012
Min length	1

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
0	9997	> 99.9%
603540	1	< 0.1%
4950	1	< 0.1%
14320	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	9997	> 99.9%
603540	1	< 0.1%
4950	1	< 0.1%
14320	1	< 0.1%

한방병원단가
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	3565
Distinct (%)	35.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	123765.91

Minimum	0
Maximum	11879940
Zeros	2244
Zeros (%)	22.4%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3747.5
median	30290
Q3	115110
95-th percentile	489446
Maximum	11879940
Range	11879940
Interquartile range (IQR)	111362.5

Descriptive statistics

Standard deviation	354642.45
Coefficient of variation (CV)	2.8654291
Kurtosis	320.667
Mean	123765.91
Median Absolute Deviation (MAD)	30290
Skewness	13.742357
Sum	1.2376591 × 10⁹
Variance	1.2577126 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2244	22.4%
55530	59	0.6%
29120	51	0.5%
97860	39	0.4%
30290	36	0.4%
52160	34	0.3%
18160	33	0.3%
450280	32	0.3%
307510	32	0.3%
50530	27	0.3%
Other values (3555)	7413	74.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2244	22.4%
130	1	< 0.1%
260	1	< 0.1%
280	1	< 0.1%
310	3	< 0.1%
340	2	< 0.1%
440	1	< 0.1%
480	2	< 0.1%
520	1	< 0.1%
540	1	< 0.1%

Value	Count	Frequency (%)
11879940	2	< 0.1%
7454810	1	< 0.1%
6658670	1	< 0.1%
5963850	1	< 0.1%
5500000	1	< 0.1%
4645380	1	< 0.1%
4576000	1	< 0.1%
4472890	1	< 0.1%
4466420	1	< 0.1%
4463360	1	< 0.1%

상대가치점수
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	5016
Distinct (%)	52.2%
Missing	400
Missing (%)	4.0%
Infinite	0
Infinite (%)	0.0%
Mean	1974.361

Minimum	1.38
Maximum	124527.63
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1.38
5-th percentile	57.2495
Q1	215.1025
median	636.18
Q3	1975.03
95-th percentile	7126.33
Maximum	124527.63
Range	124526.25
Interquartile range (IQR)	1759.9275

Descriptive statistics

Standard deviation	5036.2028
Coefficient of variation (CV)	2.5508014
Kurtosis	136.11653
Mean	1974.361
Median Absolute Deviation (MAD)	505.955
Skewness	9.5135398
Sum	18953866
Variance	25363339
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
582.05	59	0.6%
1025.79	39	0.4%
317.5	36	0.4%
546.75	34	0.3%
4719.94	32	0.3%
190.36	32	0.3%
3223.33	32	0.3%
305.26	31	0.3%
763.41	28	0.3%
529.62	27	0.3%
Other values (5006)	9250	92.5%
(Missing)	400	4.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.38	1	< 0.1%
2.72	1	< 0.1%
2.75	1	< 0.1%
2.91	1	< 0.1%
3.25	2	< 0.1%
3.3	1	< 0.1%
3.58	2	< 0.1%
4.58	1	< 0.1%
5.01	1	< 0.1%
5.08	1	< 0.1%

Value	Count	Frequency (%)
124527.63	2	< 0.1%
78142.7	2	< 0.1%
69797.39	1	< 0.1%
68765.58	2	< 0.1%
65041.24	2	< 0.1%
62514.16	4	< 0.1%
59344.67	1	< 0.1%
56136.85	2	< 0.1%
55749.63	2	< 0.1%
54074.16	1	< 0.1%

본인부담률50
Boolean

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	87.9 KiB

False	9915
True	85

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	9915	99.2%
True	85	0.9%

본인부담률80
Boolean

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	87.9 KiB

False	9190
True	810

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	9190	91.9%
True	810	8.1%

본인부담률90
Boolean

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	87.9 KiB

False	9871
True	129

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	9871	98.7%
True	129	1.3%

중복인정여부
Boolean

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	87.9 KiB

False	9161
True	839

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	9161	91.6%
True	839	8.4%

산정명칭
Text

MISSING

Distinct	815
Distinct (%)	9.2%
Missing	1156
Missing (%)	11.6%
Memory size	156.2 KiB

Length

Max length	53
Median length	49
Mean length	18.406829
Min length	2

Characters and Unicode

Total characters	162790
Distinct characters	206
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	4 ?

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

Unique

Unique	267 ?
Unique (%)	3.0%

Sample

1st row	만6세미만
2nd row	진단검사 질가산(3%)
3rd row	진단검사 질가산(3%) 진단검사의학과전문의 등 판독
4th row	18-24시퇴원 강내치료실
5th row	만1세미만

Value	Count	Frequency (%)
진단검사	2593	9.4%
등	2143	7.8%
판독	1971	7.1%
진단검사의학과전문의	1694	6.1%
질가산(4	1355	4.9%
만6세미만	1031	3.7%
질가산(2	648	2.3%
질가산(1	645	2.3%
질가산(3	642	2.3%
핵의학검사	562	2.0%
Other values (166)	14358	51.9%

Most occurring characters

Value	Count	Frequency (%)
	21118	13.0%
의	5729	3.5%
만	5540	3.4%
검	5262	3.2%
사	5186	3.2%
진	4425	2.7%
(	4361	2.7%
)	4361	2.7%
단	4321	2.7%
질	3566	2.2%
Other values (196)	98921	60.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	114786	70.5%
Space Separator	21118	13.0%
Decimal Number	10659	6.5%
Other Punctuation	5626	3.5%
Open Punctuation	4363	2.7%
Close Punctuation	4363	2.7%
Math Symbol	854	0.5%
Dash Punctuation	527	0.3%
Lowercase Letter	353	0.2%
Uppercase Letter	141	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
의	5729	5.0%
만	5540	4.8%
검	5262	4.6%
사	5186	4.5%
진	4425	3.9%
단	4321	3.8%
질	3566	3.1%
상	3485	3.0%
가	3307	2.9%
산	3290	2.9%
Other values (153)	70675	61.6%

Lowercase Letter

Value	Count	Frequency (%)
g	141	39.9%
n	36	10.2%
i	33	9.3%
e	30	8.5%
s	22	6.2%
u	21	5.9%
o	16	4.5%
f	15	4.2%
a	7	2.0%
t	7	2.0%
Other values (5)	25	7.1%

Decimal Number

Value	Count	Frequency (%)
1	2784	26.1%
6	2088	19.6%
4	1545	14.5%
3	1120	10.5%
2	1015	9.5%
0	948	8.9%
5	403	3.8%
8	264	2.5%
7	255	2.4%
9	237	2.2%

Uppercase Letter

Value	Count	Frequency (%)
A	51	36.2%
S	36	25.5%
P	18	12.8%
N	15	10.6%
R	15	10.6%
D	6	4.3%

Other Punctuation

Value	Count	Frequency (%)
%	3290	58.5%
,	1041	18.5%
·	862	15.3%
.	433	7.7%

Open Punctuation

Value	Count	Frequency (%)
(	4361	> 99.9%
「	2	< 0.1%

Close Punctuation

Value	Count	Frequency (%)
)	4361	> 99.9%
」	2	< 0.1%

Math Symbol

Value	Count	Frequency (%)
~	800	93.7%
+	54	6.3%

Space Separator

Value	Count	Frequency (%)
	21118	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	527	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	114786	70.5%
Common	47510	29.2%
Latin	494	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
의	5729	5.0%
만	5540	4.8%
검	5262	4.6%
사	5186	4.5%
진	4425	3.9%
단	4321	3.8%
질	3566	3.1%
상	3485	3.0%
가	3307	2.9%
산	3290	2.9%
Other values (153)	70675	61.6%

Common

Value	Count	Frequency (%)
	21118	44.4%
(	4361	9.2%
)	4361	9.2%
%	3290	6.9%
1	2784	5.9%
6	2088	4.4%
4	1545	3.3%
3	1120	2.4%
,	1041	2.2%
2	1015	2.1%
Other values (12)	4787	10.1%

Latin

Value	Count	Frequency (%)
g	141	28.5%
A	51	10.3%
n	36	7.3%
S	36	7.3%
i	33	6.7%
e	30	6.1%
s	22	4.5%
u	21	4.3%
P	18	3.6%
o	16	3.2%
Other values (11)	90	18.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	114708	70.5%
ASCII	47138	29.0%
None	866	0.5%
Compat Jamo	78	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	21118	44.8%
(	4361	9.3%
)	4361	9.3%
%	3290	7.0%
1	2784	5.9%
6	2088	4.4%
4	1545	3.3%
3	1120	2.4%
,	1041	2.2%
2	1015	2.2%
Other values (30)	4415	9.4%

Hangul

Value	Count	Frequency (%)
의	5729	5.0%
만	5540	4.8%
검	5262	4.6%
사	5186	4.5%
진	4425	3.9%
단	4321	3.8%
질	3566	3.1%
상	3485	3.0%
가	3307	2.9%
산	3290	2.9%
Other values (152)	70597	61.5%

None

Value	Count	Frequency (%)
·	862	99.5%
」	2	0.2%
「	2	0.2%

Compat Jamo

Value	Count	Frequency (%)
ㆍ	78	100.0%

장구분
Categorical

HIGH CORRELATION

Distinct	17
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

2	4387
3	1818
6	934
1	713
06월 19일	528
Other values (12)	1620

Length

Max length	7
Median length	1
Mean length	1.8648
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
2	4387	43.9%
3	1818	18.2%
6	934	9.3%
1	713	7.1%
06월 19일	528	5.3%
요양병원	477	4.8%
03월 19일	423	4.2%
9	280	2.8%
09월 19일	160	1.6%
공상	74	0.7%
Other values (7)	206	2.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2	4387	39.3%
3	1818	16.3%
19일	1167	10.5%
6	934	8.4%
1	713	6.4%
06월	528	4.7%
요양병원	477	4.3%
03월	423	3.8%
9	280	2.5%
09월	160	1.4%
Other values (8)	280	2.5%

Heatmap
Table

	적용일자	1-2구분	수술여부	의원단가	병원급이상단가	치과병의원단가	보건기관단가	조산원단가	한방병원단가	상대가치점수	본인부담률50	본인부담률80	본인부담률90	중복인정여부	장구분
적용일자	1.000	0.272	0.000	0.579	0.241	0.579	0.479	0.856	0.580	0.000	0.126	0.000	0.000	0.000	0.645
1-2구분	0.272	1.000	0.077	0.020	0.034	0.020	0.042	0.061	0.018	0.048	0.000	0.182	0.067	0.169	0.987
수술여부	0.000	0.077	1.000	0.552	0.805	0.552	0.557	0.000	0.523	0.831	0.000	0.037	0.009	0.058	0.666
의원단가	0.579	0.020	0.552	1.000	0.960	1.000	0.999	0.000	1.000	0.886	0.138	0.000	0.069	0.015	0.266
병원급이상단가	0.241	0.034	0.805	0.960	1.000	0.960	0.961	0.000	0.961	1.000	0.096	0.018	0.040	0.041	0.411
치과병의원단가	0.579	0.020	0.552	1.000	0.960	1.000	0.999	0.000	1.000	0.886	0.138	0.000	0.069	0.015	0.266
보건기관단가	0.479	0.042	0.557	0.999	0.961	0.999	1.000	0.000	0.999	0.886	0.138	0.000	0.069	0.015	0.284
조산원단가	0.856	0.061	0.000	0.000	0.000	0.000	0.000	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.310
한방병원단가	0.580	0.018	0.523	1.000	0.961	1.000	0.999	0.000	1.000	0.882	0.147	0.000	0.075	0.012	0.253
상대가치점수	0.000	0.048	0.831	0.886	1.000	0.886	0.886	0.000	0.882	1.000	0.094	0.020	0.038	0.043	0.485
본인부담률50	0.126	0.000	0.000	0.138	0.096	0.138	0.138	0.000	0.147	0.094	1.000	0.024	0.587	0.180	0.089
본인부담률80	0.000	0.182	0.037	0.000	0.018	0.000	0.000	0.000	0.000	0.020	0.024	1.000	0.000	0.988	0.474
본인부담률90	0.000	0.067	0.009	0.069	0.040	0.069	0.069	0.000	0.075	0.038	0.587	0.000	1.000	0.357	0.137
중복인정여부	0.000	0.169	0.058	0.015	0.041	0.015	0.015	0.000	0.012	0.043	0.180	0.988	0.357	1.000	0.456
장구분	0.645	0.987	0.666	0.266	0.411	0.266	0.284	0.310	0.253	0.485	0.089	0.474	0.137	0.456	1.000

Heatmap
Table

	본인부담률90	본인부담률50	수술여부	장구분	조산원단가	중복인정여부	본인부담률80	1-2구분
본인부담률90	1.000	0.400	0.006	0.123	0.000	0.232	0.000	0.043
본인부담률50	0.400	1.000	0.000	0.080	0.000	0.115	0.015	0.000
수술여부	0.006	0.000	1.000	0.607	0.000	0.037	0.024	0.049
장구분	0.123	0.080	0.607	1.000	0.177	0.411	0.426	0.995
조산원단가	0.000	0.000	0.000	0.177	1.000	0.000	0.000	0.040
중복인정여부	0.232	0.115	0.037	0.411	0.000	1.000	0.902	0.108
본인부담률80	0.000	0.015	0.024	0.426	0.000	0.902	1.000	0.116
1-2구분	0.043	0.000	0.049	0.995	0.040	0.108	0.116	1.000

Heatmap
Table

	의원단가	병원급이상단가	치과병의원단가	보건기관단가	한방병원단가	상대가치점수	1-2구분	수술여부	조산원단가	본인부담률50	본인부담률80	본인부담률90	중복인정여부	장구분
의원단가	1.000	0.490	0.972	0.998	0.916	0.551	0.015	0.416	0.000	0.103	0.000	0.052	0.011	0.114
병원급이상단가	0.490	1.000	0.505	0.490	0.574	0.949	0.026	0.626	0.000	0.072	0.013	0.030	0.031	0.186
치과병의원단가	0.972	0.505	1.000	0.974	0.940	0.567	0.015	0.416	0.000	0.103	0.000	0.052	0.011	0.114
보건기관단가	0.998	0.490	0.974	1.000	0.917	0.550	0.032	0.421	0.000	0.103	0.000	0.052	0.011	0.123
한방병원단가	0.916	0.574	0.940	0.917	1.000	0.537	0.013	0.394	0.000	0.110	0.000	0.057	0.009	0.109
상대가치점수	0.551	0.949	0.567	0.550	0.537	1.000	0.036	0.651	0.000	0.071	0.015	0.029	0.032	0.190
1-2구분	0.015	0.026	0.015	0.032	0.013	0.036	1.000	0.049	0.040	0.000	0.116	0.043	0.108	0.995
수술여부	0.416	0.626	0.416	0.421	0.394	0.651	0.049	1.000	0.000	0.000	0.024	0.006	0.037	0.607
조산원단가	0.000	0.000	0.000	0.000	0.000	0.000	0.040	0.000	1.000	0.000	0.000	0.000	0.000	0.177
본인부담률50	0.103	0.072	0.103	0.103	0.110	0.071	0.000	0.000	0.000	1.000	0.015	0.400	0.115	0.080
본인부담률80	0.000	0.013	0.000	0.000	0.000	0.015	0.116	0.024	0.000	0.015	1.000	0.000	0.902	0.426
본인부담률90	0.052	0.030	0.052	0.052	0.057	0.029	0.043	0.006	0.000	0.400	0.000	1.000	0.232	0.123
중복인정여부	0.011	0.031	0.011	0.011	0.009	0.032	0.108	0.037	0.000	0.115	0.902	0.232	1.000	0.411
장구분	0.114	0.186	0.114	0.123	0.109	0.190	0.995	0.607	0.177	0.080	0.426	0.123	0.411	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	수가코드	적용일자	분류번호	한글명	영문명	1-2구분	의원단가	병원급이상단가	치과병의원단가	보건기관단가	한방병원단가	상대가치점수	본인부담률50	본인부담률80	본인부담률90	중복인정여부	산정명칭	장구분
39772	HJ241600	2023-01-01	다246가(8)(나)2)	자기공명영상진단-기본검사-전신-조영제 주입 전·후 촬영 판독-판독료	Magnetic Resonance Imaging-Whole Body	2	210600	182250	212660	208090	218150	2286.68	N	Y	N	Y	만6세미만	3
14994	D5321382	2023-01-01	누532가(1)	약물 및 독물-[일반면역검사](정성)_δ-Aminolevulinic Acid	Drug, Toxic Agent Test-δ-Aminolevulinic Acid	2	5960	5160	6020	5890	6170	64.71	N	N	N	N	진단검사 질가산(3%)	2
13953	D473101B	2023-01-01	누473가	단백분획[분획분석]-일반_단백분획측정(혈청)	Protein Electrophoresis-General-Protein Electrophoresis(Serum)	2	11810	10220	11920	11670	12230	128.19	N	N	N	N	진단검사 질가산(3%) 진단검사의학과전문의 등 판독	2
6270	AK500	2023-01-01	요54(1)	격리실 입원료-1인용	Isolation Room Patient Care	1	0	125460	0	0	0	1574.16	N	N	N	N	<NA>	요양병원
2795	AB105203	2023-01-01	가2가(1)	상급종합병원5등급간호관리료적용기본입원료	Inpatient Care	1	0	46980	0	0	0	589.51	N	N	N	N	18-24시퇴원 강내치료실	1
45946	LA228A00	2023-01-01	바22다	경막외신경차단술(경막외패치술[혈액채취료포함])	Epidural Nerve Block-Epidural Patch	2	78270	67740	79040	77340	81080	849.89	N	N	N	N	만1세미만	6
16118	D5332134	2023-01-01	누532나(1)주1	약물 및 독물-[정밀면역검사](정성)-고형조직_Ethosuximide	Drug, Toxic Agent Test-Ethosuximide	2	20740	17940	20940	20490	21480	225.14	N	N	N	N	진단검사 질가산(1%)	2
138	20460	2021-03-01	타46	넓적다리 의지 소켓-일반형	<NA>	1	444000	444000	444000	444000	444000	<NA>	N	N	N	N	<NA>	공상
21398	D5422192	2023-01-01	누540다(1)주	유기용제-[정밀분광-질량분석]-분획(정성)-고형조직_Trichloroethane 및 Trichloroethane대사물질	Organic Compound-Trichloroethane and Trichloroethane metabolite	2	38260	33110	38640	37810	39630	415.46	N	N	N	N	진단검사 질가산(3%)	2
24970	D658206F	2023-01-01	누658나	핵산증폭-정성그룹2_거대세포바이러스(Cytomegalovirus, CMV) [실시간중합효소연쇄반응법]	Qualitative Group 2-Cytomegalovirus, CMV	2	48780	42210	49250	48200	50530	529.62	N	N	N	N	병리검사 질가산(4%) 진단검사의학과전문의 등 판독	2

	수가코드	적용일자	분류번호	한글명	영문명	1-2구분	의원단가	병원급이상단가	치과병의원단가	보건기관단가	한방병원단가	상대가치점수	본인부담률50	본인부담률80	본인부담률90	중복인정여부	산정명칭	장구분
44499	L1222HB9	2023-01-01	바2나(2)	마스크에의한폐쇄순환식전신마취유지[1시간초과15분당]	Maintenance of Anesthesia for 15min-Closed Circuit General Anesthesia with Mask	2	94020	81360	94930	92890	97380	1020.8	N	N	N	N	입원 중 신생아 및 만1세 미만 소아 권역외상센터중증외상 공휴 개두술(뇌종양,뇌혈관질환)	06월 19일
3662	AB267103	2023-01-01	가2라(2)	종합병원7등급간호관리료적용3인실입원료-서울특별시및광역시구지역소재요양기관	Inpatient Care	1	0	73930	0	0	0	927.65	N	N	N	N	오전0-6시입원 강내치료실	1
15817	D5331023	2023-01-01	누532나(1)	약물 및 독물-[정밀면역검사](정성)_Aprindine	Drug, Toxic Agent Test-Aprindine	2	9100	7870	9190	8990	9420	98.79	N	N	N	N	진단검사 질가산(2%)	2
9989	D0005003	2023-04-01	누000다(2)	일반혈액검사(CBC)-혈색소[화학반응-장비측정](간이검사)	Complete Blood Cell Count-Hemoglobin	2	750	650	760	740	780	8.16	N	N	N	N	진단검사 질가산(2%)	2
16702	D5334322	2023-01-01	누532나(2)주1	약물 및 독물-[정밀면역검사](정량)-고형조직_Nitrazepam	Drug, Toxic Agent Test-Nitrazepam	2	47630	41210	48090	47060	49330	517.12	N	N	N	N	진단검사 질가산(3%)	2
34522	HA643700	2023-01-01	다264다	상지-동정맥단락	Arteriovenous Shunt	2	520870	450740	525960	514650	539530	5655.45	N	N	N	N	응급	03월 19일
17646	D5342490	2023-01-01	누532다(1)주	약물 및 독물-[정밀분광-질량분석]-분획(정성)-고형조직_Sulfadiazine	Drug, Toxic Agent Test-Sulfadiazine	2	42830	37070	43250	42320	44370	465.08	N	N	N	N	<NA>	2
31395	HA448606	2023-01-01	다245아(4)	일반전산화단층영상진단-하지-제한적 CT	Lower Extremity CT-Limited	2	83980	72670	84800	82980	86990	911.85	N	N	N	N	만6세미만 영상의학과전문의판독	3
24219	D654313B	2023-01-01	누654나(2)	정밀면역검사-바이러스항체(바이러스별)-IgM_Parainfluenza Virus (Type 1,2,3,4)	Viral Antibody-Parainfluenza Virus (Type 1,2,3,4)	2	16650	14400	16810	16450	17240	180.74	N	N	N	N	진단검사 질가산(3%) 진단검사의학과전문의 등 판독	2
20257	D5349A9A	2023-01-01	누532다(4)	약물 및 독물-[정밀분광-질량분석]-질량(정량)_Infliximab	Drug, Toxic Agent Test-Infliximab	2	53610	46390	54130	52970	55530	582.05	N	Y	N	Y	진단검사 질가산(4%) 진단검사의학과전문의 등 판독	2

Overview

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Most frequent character per category

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Decimal Number

Most occurring scripts

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Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Close Punctuation

Open Punctuation

Dash Punctuation

Space Separator

Other Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

None

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Lowercase Letter

Uppercase Letter

Decimal Number

Letter Number

Other Punctuation

Open Punctuation

Close Punctuation

Space Separator

Math Symbol

Dash Punctuation

Connector Punctuation

Other Symbol

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Greek

Most occurring blocks

Most frequent character per block

ASCII

Hangul

None

Number Forms

Compat Jamo

CJK Compat

Math Operators

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Letter

Decimal Number

Letter Number

Other Punctuation

Space Separator

Close Punctuation

Open Punctuation

Dash Punctuation

Connector Punctuation

Math Symbol

Most occurring scripts