Dataset statistics
Number of variables | 26 |
---|---|
Number of observations | 8911 |
Missing cells | 41536 |
Missing cells (%) | 17.9% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 1.9 MiB |
Average record size in memory | 226.0 B |
Variable types
Text | 4 |
---|---|
Categorical | 4 |
Numeric | 18 |
Dataset
Description | 상대가치(관리진료과 등) 통계 / 대상: 건강보험 / 작성기준: 심사년월 / 의료행위통계는 요양기관에서 청구한 요양급여비용 명세서에 대한 심사결정 내용을 기준으로 작성되었습니다. / 행위별 항목은 현재 등재된 행위 항목에 관한 건강보험 진료내역입니다.(제외코드: 금액제 고시 항목, 포괄수가영역의 진료내역, 시범사업 및 기타 정액수가 행위 등)/관리진료과는 상대가치점수 개정연구시, 행위단위의 상대가치 관리하는 대표진료과를 의미하며, 요양급여비용 청구명세서 상 병원은 진료과목(의원은 표시과목)과는 다른 개념입니다. / 장/절분류는 건강보험요양급여비용 책자에 분류된 행위그룹을 의미합니다. / 대상:건강보험, 작성기준: 심사년월 |
---|---|
URL | https://www.data.go.kr/data/15077713/fileData.do |
의치한약구분 is highly imbalanced (72.0%) | Imbalance |
삭제코드 is highly imbalanced (69.7%) | Imbalance |
2014년총사용량실시횟수 has 3243 (36.4%) missing values | Missing |
2014년가산적용금액 has 3243 (36.4%) missing values | Missing |
2015년총사용량실시횟수 has 3126 (35.1%) missing values | Missing |
2015년가산적용금액 has 3126 (35.1%) missing values | Missing |
2016년총사용량실시횟수 has 2922 (32.8%) missing values | Missing |
2016년가산적용금액 has 2922 (32.8%) missing values | Missing |
2017년총사용량실시횟수 has 2622 (29.4%) missing values | Missing |
2017년가산적용금액 has 2622 (29.4%) missing values | Missing |
2018년총사용량실시횟수 has 1814 (20.4%) missing values | Missing |
2018년가산적용금액 has 1814 (20.4%) missing values | Missing |
2019년총사용량실시횟수 has 1712 (19.2%) missing values | Missing |
2019년가산적용금액 has 1712 (19.2%) missing values | Missing |
2020년총사용량실시횟수 has 1692 (19.0%) missing values | Missing |
2020년가산적용금액 has 1692 (19.0%) missing values | Missing |
2021년총사용량실시횟수 has 1829 (20.5%) missing values | Missing |
2021년가산적용금액 has 1829 (20.5%) missing values | Missing |
2022년총사용량실시횟수 has 1808 (20.3%) missing values | Missing |
2022년가산적용금액 has 1808 (20.3%) missing values | Missing |
2014년총사용량실시횟수 is highly skewed (γ1 = 27.57077279) | Skewed |
2014년가산적용금액 is highly skewed (γ1 = 41.13772245) | Skewed |
2015년총사용량실시횟수 is highly skewed (γ1 = 27.8330897) | Skewed |
2015년가산적용금액 is highly skewed (γ1 = 41.35228484) | Skewed |
2016년총사용량실시횟수 is highly skewed (γ1 = 28.30623004) | Skewed |
2016년가산적용금액 is highly skewed (γ1 = 42.07109587) | Skewed |
2017년총사용량실시횟수 is highly skewed (γ1 = 29.07737449) | Skewed |
2017년가산적용금액 is highly skewed (γ1 = 42.86268996) | Skewed |
2018년총사용량실시횟수 is highly skewed (γ1 = 29.90725079) | Skewed |
2018년가산적용금액 is highly skewed (γ1 = 44.63970069) | Skewed |
2019년총사용량실시횟수 is highly skewed (γ1 = 29.56403809) | Skewed |
2019년가산적용금액 is highly skewed (γ1 = 44.14017881) | Skewed |
2020년총사용량실시횟수 is highly skewed (γ1 = 28.88031191) | Skewed |
2020년가산적용금액 is highly skewed (γ1 = 42.06886716) | Skewed |
2021년총사용량실시횟수 is highly skewed (γ1 = 28.01685566) | Skewed |
2021년가산적용금액 is highly skewed (γ1 = 39.13100142) | Skewed |
2022년총사용량실시횟수 is highly skewed (γ1 = 29.1479562) | Skewed |
2022년가산적용금액 is highly skewed (γ1 = 40.30461892) | Skewed |
수가코드 has unique values | Unique |
Reproduction
Analysis started | 2023-12-12 20:56:56.080582 |
---|---|
Analysis finished | 2023-12-12 20:56:57.580568 |
Duration | 1.5 second |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
수가코드
Text
UNIQUE
 
Distinct | 8911 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 69.7 KiB |
Value | Count | Frequency (%) |
10100 | 1 | < 0.1% |
n0022 | 1 | < 0.1% |
mx141 | 1 | < 0.1% |
n0041 | 1 | < 0.1% |
n0026 | 1 | < 0.1% |
n0025 | 1 | < 0.1% |
n0024 | 1 | < 0.1% |
n0023 | 1 | < 0.1% |
n0043 | 1 | < 0.1% |
n0042 | 1 | < 0.1% |
Other values (8901) | 8901 |
Most occurring characters
Value | Count | Frequency (%) |
0 | 5373 | |
1 | 5230 | |
2 | 4201 | 9.4% |
3 | 3618 | 8.1% |
4 | 3552 | 8.0% |
5 | 3154 | 7.1% |
6 | 2604 | 5.8% |
7 | 2417 | 5.4% |
8 | 1589 | 3.6% |
9 | 1439 | 3.2% |
Other values (24) | 11378 |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 33177 | |
Uppercase Letter | 11378 | 25.5% |
Most frequent character per category
Uppercase Letter
Value | Count | Frequency (%) |
C | 1202 | 10.6% |
A | 1150 | 10.1% |
H | 1093 | 9.6% |
D | 994 | 8.7% |
B | 675 | 5.9% |
E | 674 | 5.9% |
N | 616 | 5.4% |
Q | 499 | 4.4% |
O | 493 | 4.3% |
R | 486 | 4.3% |
Other values (14) | 3496 |
Decimal Number
Value | Count | Frequency (%) |
0 | 5373 | |
1 | 5230 | |
2 | 4201 | |
3 | 3618 | |
4 | 3552 | |
5 | 3154 | |
6 | 2604 | |
7 | 2417 | |
8 | 1589 | 4.8% |
9 | 1439 | 4.3% |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 33177 | |
Latin | 11378 | 25.5% |
Most frequent character per script
Latin
Value | Count | Frequency (%) |
C | 1202 | 10.6% |
A | 1150 | 10.1% |
H | 1093 | 9.6% |
D | 994 | 8.7% |
B | 675 | 5.9% |
E | 674 | 5.9% |
N | 616 | 5.4% |
Q | 499 | 4.4% |
O | 493 | 4.3% |
R | 486 | 4.3% |
Other values (14) | 3496 |
Common
Value | Count | Frequency (%) |
0 | 5373 | |
1 | 5230 | |
2 | 4201 | |
3 | 3618 | |
4 | 3552 | |
5 | 3154 | |
6 | 2604 | |
7 | 2417 | |
8 | 1589 | 4.8% |
9 | 1439 | 4.3% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 44555 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
0 | 5373 | |
1 | 5230 | |
2 | 4201 | 9.4% |
3 | 3618 | 8.1% |
4 | 3552 | 8.0% |
5 | 3154 | 7.1% |
6 | 2604 | 5.8% |
7 | 2417 | 5.4% |
8 | 1589 | 3.6% |
9 | 1439 | 3.2% |
Other values (24) | 11378 |
분류번호
Text
Distinct | 8140 |
---|---|
Distinct (%) | 91.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 69.7 KiB |
Value | Count | Frequency (%) |
다1절주3 | 20 | 0.2% |
가9가(2 | 20 | 0.2% |
가9가(1 | 20 | 0.2% |
다3절주4 | 20 | 0.2% |
가2다(2 | 18 | 0.2% |
가2마(2 | 18 | 0.2% |
가2라(2 | 18 | 0.2% |
가2나(2 | 18 | 0.2% |
가2가(2 | 18 | 0.2% |
가2나(3 | 13 | 0.1% |
Other values (8130) | 8728 |
Most occurring characters
Value | Count | Frequency (%) |
1 | 5555 | 9.4% |
) | 5553 | 9.4% |
2 | 5352 | 9.1% |
( | 4688 | 7.9% |
나 | 4436 | 7.5% |
가 | 4295 | 7.3% |
4 | 3496 | 5.9% |
3 | 2956 | 5.0% |
자 | 2786 | 4.7% |
6 | 2756 | 4.7% |
Other values (37) | 17105 |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 28865 | |
Other Letter | 18735 | |
Close Punctuation | 5553 | 9.4% |
Open Punctuation | 4688 | 7.9% |
Dash Punctuation | 1136 | 1.9% |
Other Punctuation | 1 | < 0.1% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
나 | 4436 | |
가 | 4295 | |
자 | 2786 | |
다 | 2381 | |
주 | 1206 | 6.4% |
누 | 873 | 4.7% |
라 | 688 | 3.7% |
마 | 453 | 2.4% |
너 | 371 | 2.0% |
바 | 289 | 1.5% |
Other values (23) | 957 | 5.1% |
Decimal Number
Value | Count | Frequency (%) |
1 | 5555 | |
2 | 5352 | |
4 | 3496 | |
3 | 2956 | |
6 | 2756 | |
5 | 2414 | |
7 | 1864 | 6.5% |
0 | 1811 | 6.3% |
8 | 1364 | 4.7% |
9 | 1297 | 4.5% |
Close Punctuation
Value | Count | Frequency (%) |
) | 5553 |
Open Punctuation
Value | Count | Frequency (%) |
( | 4688 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 1136 |
Other Punctuation
Value | Count | Frequency (%) |
· | 1 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 40243 | |
Hangul | 18735 |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
나 | 4436 | |
가 | 4295 | |
자 | 2786 | |
다 | 2381 | |
주 | 1206 | 6.4% |
누 | 873 | 4.7% |
라 | 688 | 3.7% |
마 | 453 | 2.4% |
너 | 371 | 2.0% |
바 | 289 | 1.5% |
Other values (23) | 957 | 5.1% |
Common
Value | Count | Frequency (%) |
1 | 5555 | |
) | 5553 | |
2 | 5352 | |
( | 4688 | |
4 | 3496 | |
3 | 2956 | |
6 | 2756 | |
5 | 2414 | |
7 | 1864 | 4.6% |
0 | 1811 | 4.5% |
Other values (4) | 3798 |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 40242 | |
Hangul | 18735 | |
None | 1 | < 0.1% |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
1 | 5555 | |
) | 5553 | |
2 | 5352 | |
( | 4688 | |
4 | 3496 | |
3 | 2956 | |
6 | 2756 | |
5 | 2414 | |
7 | 1864 | 4.6% |
0 | 1811 | 4.5% |
Other values (3) | 3797 |
Hangul
Value | Count | Frequency (%) |
나 | 4436 | |
가 | 4295 | |
자 | 2786 | |
다 | 2381 | |
주 | 1206 | 6.4% |
누 | 873 | 4.7% |
라 | 688 | 3.7% |
마 | 453 | 2.4% |
너 | 371 | 2.0% |
바 | 289 | 1.5% |
Other values (23) | 957 | 5.1% |
None
Value | Count | Frequency (%) |
· | 1 |
한글명
Text
Distinct | 8692 |
---|---|
Distinct (%) | 97.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 69.7 KiB |
Length
Max length | 148 |
---|---|
Median length | 68 |
Mean length | 21.869599 |
Min length | 1 |
Characters and Unicode
Total characters | 194880 |
---|---|
Distinct characters | 706 |
Distinct categories | 14 ? |
Distinct scripts | 4 ? |
Distinct blocks | 8 ? |
Unique
Unique | 8492 ? |
---|---|
Unique (%) | 95.3% |
Sample
1st row | 초진진찰료-한의원,국립병원내의한방진료부,상급종합병원·종합병원·병원·정신병원·요양병원·치과병원·보건의료원내한의과 |
---|---|
2nd row | 초진진찰료-한방병원 |
3rd row | 초진진찰료-상급종합병원에설치된경우를제외한한의과대학부속한방병원 |
4th row | 초진진찰료-상급종합병원에설치된한의과대학부속한방병원 |
5th row | 재진진찰료-한의원,국립병원내의한방진료부,상급종합병원·종합병원·병원·정신병원·요양병원·치과병원·보건의료원내한의과 |
Value | Count | Frequency (%) |
핵산증폭-정성그룹2 | 8 | 0.1% |
핵산증폭-정성그룹1 | 6 | 0.1% |
입원환자안전관리료-종합병원-500병상이상 | 4 | < 0.1% |
염기서열분석-유전자형그룹3 | 4 | < 0.1% |
입원환자안전관리료-상급종합병원 | 4 | < 0.1% |
염기서열분석-약제내성그룹2 | 3 | < 0.1% |
핵산증폭-정성그룹3 | 3 | < 0.1% |
야간간호료-종합병원 | 3 | < 0.1% |
입원환자안전관리료-병원 | 2 | < 0.1% |
입원환자안전관리료-병원,정신병원(200병상이상 | 2 | < 0.1% |
Other values (8682) | 8872 |
Most occurring characters
Value | Count | Frequency (%) |
- | 8721 | 4.5% |
술 | 3807 | 2.0% |
원 | 3528 | 1.8% |
사 | 3464 | 1.8% |
) | 3117 | 1.6% |
( | 3116 | 1.6% |
료 | 2864 | 1.5% |
정 | 2817 | 1.4% |
기 | 2787 | 1.4% |
검 | 2749 | 1.4% |
Other values (696) | 157910 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 157271 | |
Dash Punctuation | 8721 | 4.5% |
Open Punctuation | 5819 | 3.0% |
Close Punctuation | 5814 | 3.0% |
Lowercase Letter | 4978 | 2.6% |
Decimal Number | 4416 | 2.3% |
Uppercase Letter | 3848 | 2.0% |
Other Punctuation | 3611 | 1.9% |
Math Symbol | 135 | 0.1% |
Letter Number | 96 | < 0.1% |
Other values (4) | 171 | 0.1% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
술 | 3807 | 2.4% |
원 | 3528 | 2.2% |
사 | 3464 | 2.2% |
료 | 2864 | 1.8% |
정 | 2817 | 1.8% |
기 | 2787 | 1.8% |
검 | 2749 | 1.7% |
관 | 2575 | 1.6% |
상 | 2288 | 1.5% |
경 | 2256 | 1.4% |
Other values (596) | 128136 |
Lowercase Letter
Value | Count | Frequency (%) |
e | 636 | |
i | 431 | 8.7% |
o | 366 | 7.4% |
l | 366 | 7.4% |
a | 363 | 7.3% |
r | 360 | 7.2% |
n | 322 | 6.5% |
m | 318 | 6.4% |
t | 304 | 6.1% |
c | 278 | 5.6% |
Other values (20) | 1234 |
Uppercase Letter
Value | Count | Frequency (%) |
C | 465 | |
A | 424 | 11.0% |
I | 288 | 7.5% |
L | 257 | 6.7% |
T | 242 | 6.3% |
P | 226 | 5.9% |
S | 212 | 5.5% |
H | 206 | 5.4% |
D | 198 | 5.1% |
B | 192 | 5.0% |
Other values (16) | 1138 |
Decimal Number
Value | Count | Frequency (%) |
1 | 1528 | |
2 | 731 | |
3 | 536 | 12.1% |
5 | 466 | 10.6% |
0 | 399 | 9.0% |
4 | 318 | 7.2% |
7 | 123 | 2.8% |
6 | 120 | 2.7% |
8 | 108 | 2.4% |
9 | 87 | 2.0% |
Letter Number
Value | Count | Frequency (%) |
Ⅱ | 31 | |
Ⅰ | 24 | |
Ⅲ | 17 | |
Ⅳ | 7 | 7.3% |
Ⅴ | 5 | 5.2% |
Ⅸ | 3 | 3.1% |
Ⅷ | 3 | 3.1% |
Ⅵ | 2 | 2.1% |
Ⅶ | 2 | 2.1% |
Ⅹ | 2 | 2.1% |
Other Punctuation
Value | Count | Frequency (%) |
, | 2069 | |
· | 1139 | |
/ | 149 | 4.1% |
. | 94 | 2.6% |
% | 84 | 2.3% |
: | 60 | 1.7% |
& | 7 | 0.2% |
' | 7 | 0.2% |
; | 2 | 0.1% |
Open Punctuation
Value | Count | Frequency (%) |
( | 3116 | |
[ | 2700 | |
[ | 2 | < 0.1% |
{ | 1 | < 0.1% |
Close Punctuation
Value | Count | Frequency (%) |
) | 3117 | |
] | 2695 | |
] | 2 | < 0.1% |
Math Symbol
Value | Count | Frequency (%) |
~ | 119 | |
∼ | 14 | 10.4% |
+ | 2 | 1.5% |
Dash Punctuation
Value | Count | Frequency (%) |
- | 8721 |
Connector Punctuation
Value | Count | Frequency (%) |
_ | 93 |
Other Symbol
Value | Count | Frequency (%) |
㎠ | 71 |
Other Number
Value | Count | Frequency (%) |
² | 6 |
Final Punctuation
Value | Count | Frequency (%) |
’ | 1 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 157271 | |
Common | 28687 | 14.7% |
Latin | 8913 | 4.6% |
Greek | 9 | < 0.1% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
술 | 3807 | 2.4% |
원 | 3528 | 2.2% |
사 | 3464 | 2.2% |
료 | 2864 | 1.8% |
정 | 2817 | 1.8% |
기 | 2787 | 1.8% |
검 | 2749 | 1.7% |
관 | 2575 | 1.6% |
상 | 2288 | 1.5% |
경 | 2256 | 1.4% |
Other values (596) | 128136 |
Latin
Value | Count | Frequency (%) |
e | 636 | 7.1% |
C | 465 | 5.2% |
i | 431 | 4.8% |
A | 424 | 4.8% |
o | 366 | 4.1% |
l | 366 | 4.1% |
a | 363 | 4.1% |
r | 360 | 4.0% |
n | 322 | 3.6% |
m | 318 | 3.6% |
Other values (52) | 4862 |
Common
Value | Count | Frequency (%) |
- | 8721 | |
) | 3117 | 10.9% |
( | 3116 | 10.9% |
[ | 2700 | 9.4% |
] | 2695 | 9.4% |
, | 2069 | 7.2% |
1 | 1528 | 5.3% |
· | 1139 | 4.0% |
2 | 731 | 2.5% |
3 | 536 | 1.9% |
Other values (24) | 2335 | 8.1% |
Greek
Value | Count | Frequency (%) |
γ | 3 | |
β | 3 | |
α | 2 | |
δ | 1 | 11.1% |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 157265 | |
ASCII | 36269 | 18.6% |
None | 1158 | 0.6% |
Number Forms | 96 | < 0.1% |
CJK Compat | 71 | < 0.1% |
Math Operators | 14 | < 0.1% |
Compat Jamo | 6 | < 0.1% |
Punctuation | 1 | < 0.1% |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
- | 8721 | |
) | 3117 | 8.6% |
( | 3116 | 8.6% |
[ | 2700 | 7.4% |
] | 2695 | 7.4% |
, | 2069 | 5.7% |
1 | 1528 | 4.2% |
2 | 731 | 2.0% |
e | 636 | 1.8% |
3 | 536 | 1.5% |
Other values (69) | 10420 |
Hangul
Value | Count | Frequency (%) |
술 | 3807 | 2.4% |
원 | 3528 | 2.2% |
사 | 3464 | 2.2% |
료 | 2864 | 1.8% |
정 | 2817 | 1.8% |
기 | 2787 | 1.8% |
검 | 2749 | 1.7% |
관 | 2575 | 1.6% |
상 | 2288 | 1.5% |
경 | 2256 | 1.4% |
Other values (595) | 128130 |
None
Value | Count | Frequency (%) |
· | 1139 | |
² | 6 | 0.5% |
γ | 3 | 0.3% |
β | 3 | 0.3% |
[ | 2 | 0.2% |
] | 2 | 0.2% |
α | 2 | 0.2% |
δ | 1 | 0.1% |
CJK Compat
Value | Count | Frequency (%) |
㎠ | 71 |
Number Forms
Value | Count | Frequency (%) |
Ⅱ | 31 | |
Ⅰ | 24 | |
Ⅲ | 17 | |
Ⅳ | 7 | 7.3% |
Ⅴ | 5 | 5.2% |
Ⅸ | 3 | 3.1% |
Ⅷ | 3 | 3.1% |
Ⅵ | 2 | 2.1% |
Ⅶ | 2 | 2.1% |
Ⅹ | 2 | 2.1% |
Math Operators
Value | Count | Frequency (%) |
∼ | 14 |
Compat Jamo
Value | Count | Frequency (%) |
ㆍ | 6 |
Punctuation
Value | Count | Frequency (%) |
’ | 1 |
의치한약구분
Categorical
IMBALANCE
 
Distinct | 4 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 69.7 KiB |
의과 | |
---|---|
한방 | 430 |
치과 | 356 |
약국 | 41 |
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 한방 |
---|---|
2nd row | 한방 |
3rd row | 한방 |
4th row | 한방 |
5th row | 한방 |
Common Values
Value | Count | Frequency (%) |
의과 | 8084 | |
한방 | 430 | 4.8% |
치과 | 356 | 4.0% |
약국 | 41 | 0.5% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
의과 | 8084 | |
한방 | 430 | 4.8% |
치과 | 356 | 4.0% |
약국 | 41 | 0.5% |
관리진료과
Text
Distinct | 65 |
---|---|
Distinct (%) | 0.7% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 69.7 KiB |
Value | Count | Frequency (%) |
진단검사의학과 | 1736 | |
미지정 | 1076 | 12.1% |
영상의학과 | 1018 | 11.4% |
기본진료_입원 | 486 | 5.5% |
정형외과 | 379 | 4.3% |
이비인후과 | 306 | 3.4% |
기본진료_기타 | 300 | 3.4% |
핵의학과 | 287 | 3.2% |
비뇨기과 | 249 | 2.8% |
산부인과 | 233 | 2.6% |
Other values (55) | 2841 |
Most occurring characters
Value | Count | Frequency (%) |
과 | 6720 | 14.7% |
의 | 3465 | 7.6% |
학 | 3399 | 7.4% |
진 | 2715 | 5.9% |
사 | 1829 | 4.0% |
_ | 1756 | 3.8% |
검 | 1744 | 3.8% |
기 | 1742 | 3.8% |
단 | 1736 | 3.8% |
정 | 1530 | 3.4% |
Other values (98) | 19035 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 43915 | |
Connector Punctuation | 1756 | 3.8% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
과 | 6720 | 15.3% |
의 | 3465 | 7.9% |
학 | 3399 | 7.7% |
진 | 2715 | 6.2% |
사 | 1829 | 4.2% |
검 | 1744 | 4.0% |
기 | 1742 | 4.0% |
단 | 1736 | 4.0% |
정 | 1530 | 3.5% |
외 | 1451 | 3.3% |
Other values (97) | 17584 |
Connector Punctuation
Value | Count | Frequency (%) |
_ | 1756 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 43915 | |
Common | 1756 | 3.8% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
과 | 6720 | 15.3% |
의 | 3465 | 7.9% |
학 | 3399 | 7.7% |
진 | 2715 | 6.2% |
사 | 1829 | 4.2% |
검 | 1744 | 4.0% |
기 | 1742 | 4.0% |
단 | 1736 | 4.0% |
정 | 1530 | 3.5% |
외 | 1451 | 3.3% |
Other values (97) | 17584 |
Common
Value | Count | Frequency (%) |
_ | 1756 |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 43915 | |
ASCII | 1756 | 3.8% |
Most frequent character per block
Hangul
Value | Count | Frequency (%) |
과 | 6720 | 15.3% |
의 | 3465 | 7.9% |
학 | 3399 | 7.7% |
진 | 2715 | 6.2% |
사 | 1829 | 4.2% |
검 | 1744 | 4.0% |
기 | 1742 | 4.0% |
단 | 1736 | 4.0% |
정 | 1530 | 3.5% |
외 | 1451 | 3.3% |
Other values (97) | 17584 |
ASCII
Value | Count | Frequency (%) |
_ | 1756 |
장절분류
Categorical
Distinct | 34 |
---|---|
Distinct (%) | 0.4% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 69.7 KiB |
제9장처치및수술료등제1절처치및수술료 | |
---|---|
제2장검사료제1절검체검사료 | |
제1장기본진료료 | |
제3장영상진단및방사선치료료제2절방사선특수영상진단료 | |
제2장검사료제3절기능검사료 | |
Other values (29) |
Length
Max length | 31 |
---|---|
Median length | 29 |
Mean length | 17.127371 |
Min length | 8 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 제1장기본진료료 |
---|---|
2nd row | 제1장기본진료료 |
3rd row | 제1장기본진료료 |
4th row | 제1장기본진료료 |
5th row | 제1장기본진료료 |
Common Values
Value | Count | Frequency (%) |
제9장처치및수술료등제1절처치및수술료 | 2746 | |
제2장검사료제1절검체검사료 | 1888 | |
제1장기본진료료 | 1020 | 11.4% |
제3장영상진단및방사선치료료제2절방사선특수영상진단료 | 764 | 8.6% |
제2장검사료제3절기능검사료 | 567 | 6.4% |
제3장영상진단및방사선치료료제1절방사선단순영상진단료 | 311 | 3.5% |
제2장검사료제2절병리검사료 | 290 | 3.3% |
제3장영상진단및방사선치료료제3절핵의학영상진단및골밀도검사료 | 164 | 1.8% |
제2장검사료제4절내시경,천자및생검료 | 156 | 1.8% |
제10장치과처치·수술료제3절구강악안면수술 | 113 | 1.3% |
Other values (24) | 892 | 10.0% |
Length
Value | Count | Frequency (%) |
제9장처치및수술료등제1절처치및수술료 | 2746 | |
제2장검사료제1절검체검사료 | 1888 | |
제1장기본진료료 | 1020 | 11.4% |
제3장영상진단및방사선치료료제2절방사선특수영상진단료 | 764 | 8.6% |
제2장검사료제3절기능검사료 | 567 | 6.4% |
제3장영상진단및방사선치료료제1절방사선단순영상진단료 | 311 | 3.5% |
제2장검사료제2절병리검사료 | 290 | 3.3% |
제3장영상진단및방사선치료료제3절핵의학영상진단및골밀도검사료 | 164 | 1.8% |
제2장검사료제4절내시경,천자및생검료 | 156 | 1.8% |
제10장치과처치·수술료제3절구강악안면수술 | 113 | 1.3% |
Other values (24) | 892 | 10.0% |
신설코드
Categorical
Distinct | 14 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 69.7 KiB |
<NA> | |
---|---|
신설_18년도 | |
신설_19년도 | |
신설_17년도 | 338 |
신설_14년도 | 297 |
Other values (9) |
Length
Max length | 7 |
---|---|
Median length | 4 |
Mean length | 5.146336 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | <NA> |
---|---|
2nd row | 신설_15년도 |
3rd row | 신설_18년도 |
4th row | 신설_18년도 |
5th row | <NA> |
Common Values
Value | Count | Frequency (%) |
<NA> | 5506 | |
신설_18년도 | 1029 | 11.5% |
신설_19년도 | 554 | 6.2% |
신설_17년도 | 338 | 3.8% |
신설_14년도 | 297 | 3.3% |
신설_16년도 | 247 | 2.8% |
신설_20년도 | 231 | 2.6% |
신설_15년도 | 178 | 2.0% |
신설_22년도 | 158 | 1.8% |
신설_21년도 | 137 | 1.5% |
Other values (4) | 236 | 2.6% |
Length
Value | Count | Frequency (%) |
na | 5506 | |
신설_18년도 | 1029 | 11.5% |
신설_19년도 | 554 | 6.2% |
신설_17년도 | 338 | 3.8% |
신설_14년도 | 297 | 3.3% |
신설_16년도 | 247 | 2.8% |
신설_20년도 | 231 | 2.6% |
신설_15년도 | 178 | 2.0% |
신설_22년도 | 158 | 1.8% |
신설_21년도 | 137 | 1.5% |
Other values (4) | 236 | 2.6% |
삭제코드
Categorical
IMBALANCE
 
Distinct | 10 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 69.7 KiB |
<NA> | |
---|---|
삭제_17년도 | |
삭제_19년도 | 109 |
삭제_15년도 | 90 |
삭제_18년도 | 61 |
Other values (5) | 207 |
Length
Max length | 7 |
---|---|
Median length | 4 |
Mean length | 4.5622265 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | <NA> |
---|---|
2nd row | <NA> |
3rd row | <NA> |
4th row | <NA> |
5th row | <NA> |
Common Values
Value | Count | Frequency (%) |
<NA> | 7241 | |
삭제_17년도 | 1203 | 13.5% |
삭제_19년도 | 109 | 1.2% |
삭제_15년도 | 90 | 1.0% |
삭제_18년도 | 61 | 0.7% |
삭제_16년도 | 60 | 0.7% |
삭제_20년도 | 52 | 0.6% |
삭제_14년도 | 38 | 0.4% |
삭제_22년도 | 37 | 0.4% |
삭제_21년도 | 20 | 0.2% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
na | 7241 | |
삭제_17년도 | 1203 | 13.5% |
삭제_19년도 | 109 | 1.2% |
삭제_15년도 | 90 | 1.0% |
삭제_18년도 | 61 | 0.7% |
삭제_16년도 | 60 | 0.7% |
삭제_20년도 | 52 | 0.6% |
삭제_14년도 | 38 | 0.4% |
삭제_22년도 | 37 | 0.4% |
삭제_21년도 | 20 | 0.2% |
2014년총사용량실시횟수
Real number (ℝ)
MISSING
  SKEWED
 
Distinct | 3642 |
---|---|
Distinct (%) | 64.3% |
Missing | 3243 |
Missing (%) | 36.4% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1206984.6 |
Minimum | 1 |
---|---|
Maximum | 5.353271 × 108 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 78.4 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 5 |
Q1 | 108 |
median | 1561.5 |
Q3 | 28304.75 |
95-th percentile | 1464624.7 |
Maximum | 5.353271 × 108 |
Range | 5.353271 × 108 |
Interquartile range (IQR) | 28196.75 |
Descriptive statistics
Standard deviation | 15752990 |
---|---|
Coefficient of variation (CV) | 13.051526 |
Kurtosis | 850.80213 |
Mean | 1206984.6 |
Median Absolute Deviation (MAD) | 1554.5 |
Skewness | 27.570773 |
Sum | 6.8411887 × 109 |
Variance | 2.481567 × 1014 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 105 | 1.2% |
2 | 58 | 0.7% |
3 | 49 | 0.5% |
5 | 49 | 0.5% |
4 | 47 | 0.5% |
8 | 45 | 0.5% |
9 | 41 | 0.5% |
6 | 38 | 0.4% |
11 | 30 | 0.3% |
14 | 30 | 0.3% |
Other values (3632) | 5176 | |
(Missing) | 3243 |
Value | Count | Frequency (%) |
1 | 105 | |
2 | 58 | |
3 | 49 | |
4 | 47 | |
5 | 49 | |
6 | 38 | 0.4% |
7 | 23 | 0.3% |
8 | 45 | |
9 | 41 | 0.5% |
10 | 21 | 0.2% |
Value | Count | Frequency (%) |
535327096 | 1 | |
535324764 | 1 | |
487739408 | 1 | |
487577829 | 1 | |
375141647 | 1 | |
183083922 | 1 | |
180853666 | 1 | |
146313624 | 1 | |
142996259 | 1 | |
95762988 | 1 |
2014년가산적용금액
Real number (ℝ)
MISSING
  SKEWED
 
Distinct | 5666 |
---|---|
Distinct (%) | > 99.9% |
Missing | 3243 |
Missing (%) | 36.4% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 5.9011222 × 109 |
Minimum | 0 |
---|---|
Maximum | 3.4331679 × 1012 |
Zeros | 2 |
Zeros (%) | < 0.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 78.4 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 453232 |
Q1 | 15731904 |
median | 1.2179669 × 108 |
Q3 | 9.682667 × 108 |
95-th percentile | 1.5999784 × 1010 |
Maximum | 3.4331679 × 1012 |
Range | 3.4331679 × 1012 |
Interquartile range (IQR) | 9.525348 × 108 |
Descriptive statistics
Standard deviation | 6.1820682 × 1010 |
---|---|
Coefficient of variation (CV) | 10.476089 |
Kurtosis | 2055.2641 |
Mean | 5.9011222 × 109 |
Median Absolute Deviation (MAD) | 1.203908 × 108 |
Skewness | 41.137722 |
Sum | 3.3447561 × 1013 |
Variance | 3.8217968 × 1021 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 2 | < 0.1% |
2022904 | 2 | < 0.1% |
3580285602 | 1 | < 0.1% |
5159009658 | 1 | < 0.1% |
8253842 | 1 | < 0.1% |
59444774 | 1 | < 0.1% |
31095601 | 1 | < 0.1% |
30592036 | 1 | < 0.1% |
42983651 | 1 | < 0.1% |
1368188006 | 1 | < 0.1% |
Other values (5656) | 5656 | |
(Missing) | 3243 |
Value | Count | Frequency (%) |
0 | 2 | |
4 | 1 | |
598 | 1 | |
1144 | 1 | |
1600 | 1 | |
2132 | 1 | |
3630 | 1 | |
4200 | 1 | |
4499 | 1 | |
4644 | 1 |
Value | Count | Frequency (%) |
3433167893440 | 1 | |
2375193140881 | 1 | |
665201645150 | 1 | |
645264294610 | 1 | |
550464284829 | 1 | |
455152307743 | 1 | |
435730116350 | 1 | |
433796048510 | 1 | |
417995138980 | 1 | |
373773043363 | 1 |
2015년총사용량실시횟수
Real number (ℝ)
MISSING
  SKEWED
 
Distinct | 3722 |
---|---|
Distinct (%) | 64.3% |
Missing | 3126 |
Missing (%) | 35.1% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1196956.1 |
Minimum | 0 |
---|---|
Maximum | 5.2755195 × 108 |
Zeros | 1 |
Zeros (%) | < 0.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 78.4 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 5 |
Q1 | 112 |
median | 1618 |
Q3 | 32503 |
95-th percentile | 1563637.6 |
Maximum | 5.2755195 × 108 |
Range | 5.2755195 × 108 |
Interquartile range (IQR) | 32391 |
Descriptive statistics
Standard deviation | 15404160 |
---|---|
Coefficient of variation (CV) | 12.869444 |
Kurtosis | 868.55504 |
Mean | 1196956.1 |
Median Absolute Deviation (MAD) | 1611 |
Skewness | 27.83309 |
Sum | 6.924391 × 109 |
Variance | 2.3728813 × 1014 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 95 | 1.1% |
2 | 79 | 0.9% |
4 | 46 | 0.5% |
5 | 44 | 0.5% |
8 | 43 | 0.5% |
3 | 43 | 0.5% |
7 | 39 | 0.4% |
6 | 37 | 0.4% |
12 | 34 | 0.4% |
9 | 30 | 0.3% |
Other values (3712) | 5295 | |
(Missing) | 3126 |
Value | Count | Frequency (%) |
0 | 1 | < 0.1% |
1 | 95 | |
2 | 79 | |
3 | 43 | |
4 | 46 | |
5 | 44 | |
6 | 37 | 0.4% |
7 | 39 | |
8 | 43 | |
9 | 30 | 0.3% |
Value | Count | Frequency (%) |
527551946 | 1 | |
527551150 | 1 | |
484546391 | 1 | |
484361562 | 1 | |
367080244 | 1 | |
180219632 | 1 | |
175280878 | 1 | |
144486913 | 1 | |
136723220 | 1 | |
92014260 | 1 |
2015년가산적용금액
Real number (ℝ)
MISSING
  SKEWED
 
Distinct | 5783 |
---|---|
Distinct (%) | > 99.9% |
Missing | 3126 |
Missing (%) | 35.1% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6.1336538 × 109 |
Minimum | 0 |
---|---|
Maximum | 3.4777364 × 1012 |
Zeros | 1 |
Zeros (%) | < 0.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 78.4 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 412086.2 |
Q1 | 18392914 |
median | 1.4231613 × 108 |
Q3 | 1.0975654 × 109 |
95-th percentile | 1.8180294 × 1010 |
Maximum | 3.4777364 × 1012 |
Range | 3.4777364 × 1012 |
Interquartile range (IQR) | 1.0791725 × 109 |
Descriptive statistics
Standard deviation | 6.2161471 × 1010 |
---|---|
Coefficient of variation (CV) | 10.134493 |
Kurtosis | 2080.2828 |
Mean | 6.1336538 × 109 |
Median Absolute Deviation (MAD) | 1.4087774 × 108 |
Skewness | 41.352285 |
Sum | 3.5483187 × 1013 |
Variance | 3.8640484 × 1021 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
10370 | 2 | < 0.1% |
11076 | 2 | < 0.1% |
83443039 | 1 | < 0.1% |
260738 | 1 | < 0.1% |
26291078 | 1 | < 0.1% |
14418085 | 1 | < 0.1% |
19132260 | 1 | < 0.1% |
9184775 | 1 | < 0.1% |
336295184 | 1 | < 0.1% |
237873520 | 1 | < 0.1% |
Other values (5773) | 5773 | |
(Missing) | 3126 |
Value | Count | Frequency (%) |
0 | 1 | |
300 | 1 | |
1823 | 1 | |
1947 | 1 | |
3968 | 1 | |
4246 | 1 | |
4510 | 1 | |
5610 | 1 | |
5742 | 1 | |
6758 | 1 |
Value | Count | Frequency (%) |
3477736406214 | 1 | |
2415560491381 | 1 | |
678322924080 | 1 | |
640524376940 | 1 | |
597601412308 | 1 | |
465585744773 | 1 | |
451383136969 | 1 | |
450863541935 | 1 | |
428053586000 | 1 | |
394405053527 | 1 |
2016년총사용량실시횟수
Real number (ℝ)
MISSING
  SKEWED
 
Distinct | 3856 |
---|---|
Distinct (%) | 64.4% |
Missing | 2922 |
Missing (%) | 32.8% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1249028.7 |
Minimum | 1 |
---|---|
Maximum | 5.4801618 × 108 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 78.4 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 5 |
Q1 | 116 |
median | 1696 |
Q3 | 33733 |
95-th percentile | 1722207.6 |
Maximum | 5.4801618 × 108 |
Range | 5.4801618 × 108 |
Interquartile range (IQR) | 33617 |
Descriptive statistics
Standard deviation | 15681404 |
---|---|
Coefficient of variation (CV) | 12.554879 |
Kurtosis | 901.3914 |
Mean | 1249028.7 |
Median Absolute Deviation (MAD) | 1689 |
Skewness | 28.30623 |
Sum | 7.4804329 × 109 |
Variance | 2.4590644 × 1014 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 103 | 1.2% |
3 | 66 | 0.7% |
2 | 66 | 0.7% |
4 | 53 | 0.6% |
6 | 45 | 0.5% |
7 | 41 | 0.5% |
5 | 36 | 0.4% |
13 | 31 | 0.3% |
10 | 28 | 0.3% |
16 | 27 | 0.3% |
Other values (3846) | 5493 | |
(Missing) | 2922 |
Value | Count | Frequency (%) |
1 | 103 | |
2 | 66 | |
3 | 66 | |
4 | 53 | |
5 | 36 | 0.4% |
6 | 45 | |
7 | 41 | 0.5% |
8 | 24 | 0.3% |
9 | 26 | 0.3% |
10 | 28 | 0.3% |
Value | Count | Frequency (%) |
548016183 | 1 | |
548015168 | 1 | |
501459847 | 1 | |
501273236 | 1 | |
377558994 | 1 | |
186898680 | 1 | |
178646933 | 1 | |
143465244 | 1 | |
132531095 | 1 | |
90159450 | 1 |
2016년가산적용금액
Real number (ℝ)
MISSING
  SKEWED
 
Distinct | 5986 |
---|---|
Distinct (%) | 99.9% |
Missing | 2922 |
Missing (%) | 32.8% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6.4763355 × 109 |
Minimum | 0 |
---|---|
Maximum | 3.671989 × 1012 |
Zeros | 2 |
Zeros (%) | < 0.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 78.4 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 436004.8 |
Q1 | 18529366 |
median | 1.4889868 × 108 |
Q3 | 1.2352015 × 109 |
95-th percentile | 1.9858849 × 1010 |
Maximum | 3.671989 × 1012 |
Range | 3.671989 × 1012 |
Interquartile range (IQR) | 1.2166721 × 109 |
Descriptive statistics
Standard deviation | 6.4600247 × 1010 |
---|---|
Coefficient of variation (CV) | 9.9748149 |
Kurtosis | 2151.5141 |
Mean | 6.4763355 × 109 |
Median Absolute Deviation (MAD) | 1.4751071 × 108 |
Skewness | 42.071096 |
Sum | 3.8786773 × 1013 |
Variance | 4.1731919 × 1021 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
55616 | 2 | < 0.1% |
0 | 2 | < 0.1% |
171265 | 2 | < 0.1% |
22500665 | 1 | < 0.1% |
788566885 | 1 | < 0.1% |
4616019432 | 1 | < 0.1% |
2022760851 | 1 | < 0.1% |
745964867 | 1 | < 0.1% |
8782785743 | 1 | < 0.1% |
562620427 | 1 | < 0.1% |
Other values (5976) | 5976 | |
(Missing) | 2922 |
Value | Count | Frequency (%) |
0 | 2 | |
8 | 1 | |
1245 | 1 | |
1870 | 1 | |
2420 | 1 | |
4378 | 1 | |
5038 | 1 | |
6853 | 1 | |
6960 | 1 | |
6980 | 1 |
Value | Count | Frequency (%) |
3671989038383 | 1 | |
2567043912325 | 1 | |
725067618380 | 1 | |
645912550420 | 1 | |
644226575179 | 1 | |
494743495604 | 1 | |
482590802900 | 1 | |
477988449750 | 1 | |
455933107290 | 1 | |
414529387360 | 1 |
2017년총사용량실시횟수
Real number (ℝ)
MISSING
  SKEWED
 
Distinct | 3982 |
---|---|
Distinct (%) | 63.3% |
Missing | 2622 |
Missing (%) | 29.4% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1205981.1 |
Minimum | 1 |
---|---|
Maximum | 5.524306 × 108 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 78.4 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 4 |
Q1 | 107 |
median | 1644 |
Q3 | 32789 |
95-th percentile | 1646960.6 |
Maximum | 5.524306 × 108 |
Range | 5.524306 × 108 |
Interquartile range (IQR) | 32682 |
Descriptive statistics
Standard deviation | 15347075 |
---|---|
Coefficient of variation (CV) | 12.725801 |
Kurtosis | 951.41984 |
Mean | 1205981.1 |
Median Absolute Deviation (MAD) | 1638 |
Skewness | 29.077374 |
Sum | 7.5844152 × 109 |
Variance | 2.3553272 × 1014 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 146 | 1.6% |
2 | 95 | 1.1% |
7 | 55 | 0.6% |
5 | 52 | 0.6% |
6 | 46 | 0.5% |
3 | 44 | 0.5% |
4 | 43 | 0.5% |
12 | 40 | 0.4% |
13 | 34 | 0.4% |
9 | 34 | 0.4% |
Other values (3972) | 5700 | |
(Missing) | 2622 |
Value | Count | Frequency (%) |
1 | 146 | |
2 | 95 | |
3 | 44 | 0.5% |
4 | 43 | 0.5% |
5 | 52 | 0.6% |
6 | 46 | 0.5% |
7 | 55 | 0.6% |
8 | 31 | 0.3% |
9 | 34 | 0.4% |
10 | 25 | 0.3% |
Value | Count | Frequency (%) |
552430599 | 1 | |
552427044 | 1 | |
505575952 | 1 | |
495259896 | 1 | |
379617740 | 1 | |
189968090 | 1 | |
175861794 | 1 | |
141015696 | 1 | |
126034412 | 1 | |
90539318 | 1 |
2017년가산적용금액
Real number (ℝ)
MISSING
  SKEWED
 
Distinct | 6277 |
---|---|
Distinct (%) | 99.8% |
Missing | 2622 |
Missing (%) | 29.4% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6.5972436 × 109 |
Minimum | 600 |
---|---|
Maximum | 3.8037786 × 1012 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 78.4 KiB |
Quantile statistics
Minimum | 600 |
---|---|
5-th percentile | 405447.8 |
Q1 | 17452317 |
median | 1.5609546 × 108 |
Q3 | 1.2768501 × 109 |
95-th percentile | 2.1042775 × 1010 |
Maximum | 3.8037786 × 1012 |
Range | 3.8037786 × 1012 |
Interquartile range (IQR) | 1.2593978 × 109 |
Descriptive statistics
Standard deviation | 6.5598911 × 1010 |
---|---|
Coefficient of variation (CV) | 9.9433816 |
Kurtosis | 2235.6303 |
Mean | 6.5972436 × 109 |
Median Absolute Deviation (MAD) | 1.5474767 × 108 |
Skewness | 42.86269 |
Sum | 4.1490065 × 1013 |
Variance | 4.3032171 × 1021 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
98186 | 6 | 0.1% |
215017 | 2 | < 0.1% |
8913 | 2 | < 0.1% |
131800 | 2 | < 0.1% |
703543 | 2 | < 0.1% |
681967 | 2 | < 0.1% |
25475 | 2 | < 0.1% |
145886 | 2 | < 0.1% |
2040804288 | 1 | < 0.1% |
2492979569 | 1 | < 0.1% |
Other values (6267) | 6267 | |
(Missing) | 2622 |
Value | Count | Frequency (%) |
600 | 1 | |
644 | 1 | |
2320 | 1 | |
3619 | 1 | |
3713 | 1 | |
6006 | 1 | |
7225 | 1 | |
7280 | 1 | |
8913 | 2 | |
8987 | 1 |
Value | Count | Frequency (%) |
3803778565957 | 1 | |
2684073989990 | 1 | |
749426453720 | 1 | |
695102351288 | 1 | |
668944473230 | 1 | |
525850356749 | 1 | |
506898525690 | 1 | |
488200903501 | 1 | |
474238753430 | 1 | |
445297338118 | 1 |
2018년총사용량실시횟수
Real number (ℝ)
MISSING
  SKEWED
 
Distinct | 4546 |
---|---|
Distinct (%) | 64.1% |
Missing | 1814 |
Missing (%) | 20.4% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1122719.8 |
Minimum | 0 |
---|---|
Maximum | 5.6082972 × 108 |
Zeros | 1 |
Zeros (%) | < 0.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 78.4 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 4 |
Q1 | 122 |
median | 1920 |
Q3 | 32454 |
95-th percentile | 1651128.6 |
Maximum | 5.6082972 × 108 |
Range | 5.6082972 × 108 |
Interquartile range (IQR) | 32332 |
Descriptive statistics
Standard deviation | 14824572 |
---|---|
Coefficient of variation (CV) | 13.204161 |
Kurtosis | 1016.1531 |
Mean | 1122719.8 |
Median Absolute Deviation (MAD) | 1914 |
Skewness | 29.907251 |
Sum | 7.9679422 × 109 |
Variance | 2.1976795 × 1014 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 155 | 1.7% |
2 | 85 | 1.0% |
3 | 69 | 0.8% |
6 | 58 | 0.7% |
4 | 51 | 0.6% |
5 | 46 | 0.5% |
10 | 37 | 0.4% |
11 | 35 | 0.4% |
13 | 35 | 0.4% |
7 | 35 | 0.4% |
Other values (4536) | 6491 | |
(Missing) | 1814 | 20.4% |
Value | Count | Frequency (%) |
0 | 1 | < 0.1% |
1 | 155 | |
2 | 85 | |
3 | 69 | |
4 | 51 | 0.6% |
5 | 46 | 0.5% |
6 | 58 | 0.7% |
7 | 35 | 0.4% |
8 | 34 | 0.4% |
9 | 34 | 0.4% |
Value | Count | Frequency (%) |
560829719 | 1 | |
560829153 | 1 | |
513295263 | 1 | |
490845300 | 1 | |
383005852 | 1 | |
199945519 | 1 | |
194259811 | 1 | |
172546975 | 1 | |
145337005 | 1 | |
126594184 | 1 |
2018년가산적용금액
Real number (ℝ)
MISSING
  SKEWED
 
Distinct | 7084 |
---|---|
Distinct (%) | 99.8% |
Missing | 1814 |
Missing (%) | 20.4% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6.5790459 × 109 |
Minimum | 0 |
---|---|
Maximum | 3.9524685 × 1012 |
Zeros | 4 |
Zeros (%) | < 0.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 78.4 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 339575.4 |
Q1 | 16741302 |
median | 1.6021243 × 108 |
Q3 | 1.3351111 × 109 |
95-th percentile | 2.1163058 × 1010 |
Maximum | 3.9524685 × 1012 |
Range | 3.9524685 × 1012 |
Interquartile range (IQR) | 1.3183698 × 109 |
Descriptive statistics
Standard deviation | 6.4808397 × 1010 |
---|---|
Coefficient of variation (CV) | 9.8507288 |
Kurtosis | 2446.94 |
Mean | 6.5790459 × 109 |
Median Absolute Deviation (MAD) | 1.5895991 × 108 |
Skewness | 44.639701 |
Sum | 4.6691488 × 1013 |
Variance | 4.2001283 × 1021 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 4 | < 0.1% |
48950 | 3 | < 0.1% |
24475 | 2 | < 0.1% |
6578 | 2 | < 0.1% |
693862 | 2 | < 0.1% |
56485 | 2 | < 0.1% |
22793771 | 2 | < 0.1% |
4312984 | 2 | < 0.1% |
1615580 | 2 | < 0.1% |
51964 | 2 | < 0.1% |
Other values (7074) | 7074 | |
(Missing) | 1814 | 20.4% |
Value | Count | Frequency (%) |
0 | 4 | |
851 | 1 | < 0.1% |
1294 | 1 | < 0.1% |
1936 | 1 | < 0.1% |
2634 | 1 | < 0.1% |
3562 | 1 | < 0.1% |
3650 | 1 | < 0.1% |
3874 | 1 | < 0.1% |
4136 | 1 | < 0.1% |
4697 | 1 | < 0.1% |
Value | Count | Frequency (%) |
3952468526706 | 1 | |
2819713999412 | 1 | |
771555592940 | 1 | |
757212231630 | 1 | |
672358411930 | 1 | |
553269869336 | 1 | |
534755690870 | 1 | |
514339711969 | 1 | |
492514026500 | 1 | |
463515299919 | 1 |
2019년총사용량실시횟수
Real number (ℝ)
MISSING
  SKEWED
 
Distinct | 4281 |
---|---|
Distinct (%) | 59.5% |
Missing | 1712 |
Missing (%) | 19.2% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1137556.6 |
Minimum | 1 |
---|---|
Maximum | 5.6597085 × 108 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 78.4 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 3 |
Q1 | 60 |
median | 1216 |
Q3 | 28534 |
95-th percentile | 1482350.7 |
Maximum | 5.6597085 × 108 |
Range | 5.6597085 × 108 |
Interquartile range (IQR) | 28474 |
Descriptive statistics
Standard deviation | 14992966 |
---|---|
Coefficient of variation (CV) | 13.179973 |
Kurtosis | 996.87709 |
Mean | 1137556.6 |
Median Absolute Deviation (MAD) | 1213 |
Skewness | 29.564038 |
Sum | 8.1892703 × 109 |
Variance | 2.2478904 × 1014 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 215 | 2.4% |
2 | 140 | 1.6% |
3 | 112 | 1.3% |
4 | 81 | 0.9% |
5 | 68 | 0.8% |
6 | 60 | 0.7% |
7 | 56 | 0.6% |
8 | 51 | 0.6% |
9 | 44 | 0.5% |
10 | 42 | 0.5% |
Other values (4271) | 6330 | |
(Missing) | 1712 | 19.2% |
Value | Count | Frequency (%) |
1 | 215 | |
2 | 140 | |
3 | 112 | |
4 | 81 | 0.9% |
5 | 68 | 0.8% |
6 | 60 | 0.7% |
7 | 56 | 0.6% |
8 | 51 | 0.6% |
9 | 44 | 0.5% |
10 | 42 | 0.5% |
Value | Count | Frequency (%) |
565970853 | 1 | |
565970769 | 1 | |
516386575 | 1 | |
493882136 | 1 | |
391936597 | 1 | |
240258912 | 1 | |
196886858 | 1 | |
165888844 | 1 | |
152676523 | 1 | |
144332353 | 1 |
2019년가산적용금액
Real number (ℝ)
MISSING
  SKEWED
 
Distinct | 7174 |
---|---|
Distinct (%) | 99.7% |
Missing | 1712 |
Missing (%) | 19.2% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 7.1131486 × 109 |
Minimum | 0 |
---|---|
Maximum | 4.1279925 × 1012 |
Zeros | 8 |
Zeros (%) | 0.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 78.4 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 111175.2 |
Q1 | 9861483 |
median | 1.3973752 × 108 |
Q3 | 1.3165576 × 109 |
95-th percentile | 2.3683101 × 1010 |
Maximum | 4.1279925 × 1012 |
Range | 4.1279925 × 1012 |
Interquartile range (IQR) | 1.3066962 × 109 |
Descriptive statistics
Standard deviation | 6.747071 × 1010 |
---|---|
Coefficient of variation (CV) | 9.4853508 |
Kurtosis | 2423.0061 |
Mean | 7.1131486 × 109 |
Median Absolute Deviation (MAD) | 1.3938393 × 108 |
Skewness | 44.140179 |
Sum | 5.1207557 × 1013 |
Variance | 4.5522967 × 1021 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 8 | 0.1% |
42394 | 4 | < 0.1% |
480229 | 4 | < 0.1% |
12545 | 3 | < 0.1% |
2162913 | 2 | < 0.1% |
32681 | 2 | < 0.1% |
301633 | 2 | < 0.1% |
10648 | 2 | < 0.1% |
5148 | 2 | < 0.1% |
78975000 | 2 | < 0.1% |
Other values (7164) | 7168 | |
(Missing) | 1712 | 19.2% |
Value | Count | Frequency (%) |
0 | 8 | |
660 | 1 | < 0.1% |
1131 | 1 | < 0.1% |
1550 | 1 | < 0.1% |
1613 | 1 | < 0.1% |
1680 | 1 | < 0.1% |
1888 | 1 | < 0.1% |
1914 | 1 | < 0.1% |
2002 | 1 | < 0.1% |
2046 | 1 | < 0.1% |
Value | Count | Frequency (%) |
4127992534470 | 1 | |
2914782378168 | 1 | |
816968220381 | 1 | |
796164503730 | 1 | |
714796761370 | 1 | |
587452326234 | 1 | |
567624506958 | 1 | |
534657045666 | 1 | |
510338534810 | 1 | |
499535346153 | 1 |
2020년총사용량실시횟수
Real number (ℝ)
MISSING
  SKEWED
 
Distinct | 4310 |
---|---|
Distinct (%) | 59.7% |
Missing | 1692 |
Missing (%) | 19.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1024203.9 |
Minimum | 0 |
---|---|
Maximum | 4.7843334 × 108 |
Zeros | 1 |
Zeros (%) | < 0.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 78.4 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 2 |
Q1 | 62 |
median | 1243 |
Q3 | 28937 |
95-th percentile | 1535868.1 |
Maximum | 4.7843334 × 108 |
Range | 4.7843334 × 108 |
Interquartile range (IQR) | 28875 |
Descriptive statistics
Standard deviation | 12847961 |
---|---|
Coefficient of variation (CV) | 12.544338 |
Kurtosis | 957.89836 |
Mean | 1024203.9 |
Median Absolute Deviation (MAD) | 1240 |
Skewness | 28.880312 |
Sum | 7.3937283 × 109 |
Variance | 1.6507009 × 1014 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 257 | 2.9% |
2 | 140 | 1.6% |
3 | 115 | 1.3% |
4 | 82 | 0.9% |
5 | 61 | 0.7% |
6 | 60 | 0.7% |
8 | 49 | 0.5% |
7 | 49 | 0.5% |
9 | 47 | 0.5% |
10 | 45 | 0.5% |
Other values (4300) | 6314 | |
(Missing) | 1692 | 19.0% |
Value | Count | Frequency (%) |
0 | 1 | < 0.1% |
1 | 257 | |
2 | 140 | |
3 | 115 | |
4 | 82 | 0.9% |
5 | 61 | 0.7% |
6 | 60 | 0.7% |
7 | 49 | 0.5% |
8 | 49 | 0.5% |
9 | 47 | 0.5% |
Value | Count | Frequency (%) |
478433343 | 1 | |
478430041 | 1 | |
439083900 | 1 | |
417031989 | 1 | |
342591187 | 1 | |
227348697 | 1 | |
162566093 | 1 | |
146969960 | 1 | |
125981490 | 1 | |
111298221 | 1 |
2020년가산적용금액
Real number (ℝ)
MISSING
  SKEWED
 
Distinct | 7184 |
---|---|
Distinct (%) | 99.5% |
Missing | 1692 |
Missing (%) | 19.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6.9868283 × 109 |
Minimum | 0 |
---|---|
Maximum | 3.7095481 × 1012 |
Zeros | 15 |
Zeros (%) | 0.2% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 78.4 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 89856.3 |
Q1 | 11073356 |
median | 1.564772 × 108 |
Q3 | 1.4391337 × 109 |
95-th percentile | 2.4401752 × 1010 |
Maximum | 3.7095481 × 1012 |
Range | 3.7095481 × 1012 |
Interquartile range (IQR) | 1.4280603 × 109 |
Descriptive statistics
Standard deviation | 6.0863245 × 1010 |
---|---|
Coefficient of variation (CV) | 8.7111407 |
Kurtosis | 2284.0571 |
Mean | 6.9868283 × 109 |
Median Absolute Deviation (MAD) | 1.5619939 × 108 |
Skewness | 42.068867 |
Sum | 5.0437914 × 1013 |
Variance | 3.7043346 × 1021 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 15 | 0.2% |
26455 | 4 | < 0.1% |
32703 | 3 | < 0.1% |
10802 | 3 | < 0.1% |
49236 | 2 | < 0.1% |
20930 | 2 | < 0.1% |
316135 | 2 | < 0.1% |
158122448 | 2 | < 0.1% |
42770 | 2 | < 0.1% |
204683 | 2 | < 0.1% |
Other values (7174) | 7182 | |
(Missing) | 1692 | 19.0% |
Value | Count | Frequency (%) |
0 | 15 | |
702 | 1 | < 0.1% |
860 | 1 | < 0.1% |
950 | 1 | < 0.1% |
1474 | 1 | < 0.1% |
1488 | 1 | < 0.1% |
1639 | 1 | < 0.1% |
2128 | 1 | < 0.1% |
2600 | 1 | < 0.1% |
3071 | 1 | < 0.1% |
Value | Count | Frequency (%) |
3709548090475 | 1 | |
2471189745496 | 1 | |
877420528142 | 1 | |
680546269320 | 1 | |
661642554970 | 1 | |
582052414284 | 1 | |
543272703256 | 1 | |
491512364043 | 1 | |
458475685533 | 1 | |
457142244460 | 1 |
2021년총사용량실시횟수
Real number (ℝ)
MISSING
  SKEWED
 
Distinct | 4299 |
---|---|
Distinct (%) | 60.7% |
Missing | 1829 |
Missing (%) | 20.5% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1058161.6 |
Minimum | 1 |
---|---|
Maximum | 4.63093 × 108 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 78.4 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 2 |
Q1 | 73 |
median | 1363.5 |
Q3 | 32517.5 |
95-th percentile | 1710130.6 |
Maximum | 4.63093 × 108 |
Range | 4.63093 × 108 |
Interquartile range (IQR) | 32444.5 |
Descriptive statistics
Standard deviation | 12682714 |
---|---|
Coefficient of variation (CV) | 11.985611 |
Kurtosis | 905.5006 |
Mean | 1058161.6 |
Median Absolute Deviation (MAD) | 1360.5 |
Skewness | 28.016856 |
Sum | 7.4939006 × 109 |
Variance | 1.6085123 × 1014 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 257 | 2.9% |
2 | 158 | 1.8% |
3 | 98 | 1.1% |
4 | 70 | 0.8% |
6 | 58 | 0.7% |
5 | 49 | 0.5% |
8 | 44 | 0.5% |
10 | 41 | 0.5% |
15 | 38 | 0.4% |
11 | 36 | 0.4% |
Other values (4289) | 6233 | |
(Missing) | 1829 | 20.5% |
Value | Count | Frequency (%) |
1 | 257 | |
2 | 158 | |
3 | 98 | 1.1% |
4 | 70 | 0.8% |
5 | 49 | 0.5% |
6 | 58 | 0.7% |
7 | 35 | 0.4% |
8 | 44 | 0.5% |
9 | 27 | 0.3% |
10 | 41 | 0.5% |
Value | Count | Frequency (%) |
463093005 | 1 | |
463091548 | 1 | |
423114907 | 1 | |
400961009 | 1 | |
335371176 | 1 | |
243296162 | 1 | |
160359997 | 1 | |
159971573 | 1 | |
117245661 | 1 | |
95045746 | 1 |
2021년가산적용금액
Real number (ℝ)
MISSING
  SKEWED
 
Distinct | 7055 |
---|---|
Distinct (%) | 99.6% |
Missing | 1829 |
Missing (%) | 20.5% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 7.711902 × 109 |
Minimum | 0 |
---|---|
Maximum | 3.6961725 × 1012 |
Zeros | 23 |
Zeros (%) | 0.3% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 78.4 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 99246.5 |
Q1 | 13466039 |
median | 1.8236531 × 108 |
Q3 | 1.6564882 × 109 |
95-th percentile | 2.7546737 × 1010 |
Maximum | 3.6961725 × 1012 |
Range | 3.6961725 × 1012 |
Interquartile range (IQR) | 1.6430221 × 109 |
Descriptive statistics
Standard deviation | 6.2772303 × 1010 |
---|---|
Coefficient of variation (CV) | 8.1396656 |
Kurtosis | 2036.4642 |
Mean | 7.711902 × 109 |
Median Absolute Deviation (MAD) | 1.8190957 × 108 |
Skewness | 39.131001 |
Sum | 5.461569 × 1013 |
Variance | 3.9403621 × 1021 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 23 | 0.3% |
37606 | 2 | < 0.1% |
15158 | 2 | < 0.1% |
22989 | 2 | < 0.1% |
101085 | 2 | < 0.1% |
53757 | 2 | < 0.1% |
2411414690 | 1 | < 0.1% |
437822358 | 1 | < 0.1% |
85807441 | 1 | < 0.1% |
246517074 | 1 | < 0.1% |
Other values (7045) | 7045 | |
(Missing) | 1829 | 20.5% |
Value | Count | Frequency (%) |
0 | 23 | |
660 | 1 | < 0.1% |
738 | 1 | < 0.1% |
978 | 1 | < 0.1% |
1152 | 1 | < 0.1% |
1430 | 1 | < 0.1% |
1456 | 1 | < 0.1% |
1604 | 1 | < 0.1% |
1760 | 1 | < 0.1% |
1852 | 1 | < 0.1% |
Value | Count | Frequency (%) |
3696172493308 | 1 | |
2474579002147 | 1 | |
933024981485 | 1 | |
677355722170 | 1 | |
675533355285 | 1 | |
612991809216 | 1 | |
554837735045 | 1 | |
525765859764 | 1 | |
506244070509 | 1 | |
486270340433 | 1 |
2022년총사용량실시횟수
Real number (ℝ)
MISSING
  SKEWED
 
Distinct | 4363 |
---|---|
Distinct (%) | 61.4% |
Missing | 1808 |
Missing (%) | 20.3% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1140600.3 |
Minimum | 1 |
---|---|
Maximum | 5.3561406 × 108 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 78.4 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 2 |
Q1 | 80 |
median | 1506 |
Q3 | 33354.5 |
95-th percentile | 1819503.1 |
Maximum | 5.3561406 × 108 |
Range | 5.3561406 × 108 |
Interquartile range (IQR) | 33274.5 |
Descriptive statistics
Standard deviation | 14385445 |
---|---|
Coefficient of variation (CV) | 12.612171 |
Kurtosis | 968.58563 |
Mean | 1140600.3 |
Median Absolute Deviation (MAD) | 1503 |
Skewness | 29.147956 |
Sum | 8.1016837 × 109 |
Variance | 2.0694104 × 1014 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 242 | 2.7% |
2 | 134 | 1.5% |
3 | 94 | 1.1% |
4 | 70 | 0.8% |
5 | 59 | 0.7% |
7 | 54 | 0.6% |
6 | 43 | 0.5% |
11 | 42 | 0.5% |
9 | 41 | 0.5% |
8 | 40 | 0.4% |
Other values (4353) | 6284 | |
(Missing) | 1808 | 20.3% |
Value | Count | Frequency (%) |
1 | 242 | |
2 | 134 | |
3 | 94 | 1.1% |
4 | 70 | 0.8% |
5 | 59 | 0.7% |
6 | 43 | 0.5% |
7 | 54 | 0.6% |
8 | 40 | 0.4% |
9 | 41 | 0.5% |
10 | 34 | 0.4% |
Value | Count | Frequency (%) |
535614058 | 1 | |
535610708 | 1 | |
490331300 | 1 | |
467952168 | 1 | |
378212839 | 1 | |
250124608 | 1 | |
202351909 | 1 | |
168100878 | 1 | |
123371610 | 1 | |
117163514 | 1 |
2022년가산적용금액
Real number (ℝ)
MISSING
  SKEWED
 
Distinct | 7053 |
---|---|
Distinct (%) | 99.3% |
Missing | 1808 |
Missing (%) | 20.3% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 8.5106816 × 109 |
Minimum | 0 |
---|---|
Maximum | 4.3005398 × 1012 |
Zeros | 42 |
Zeros (%) | 0.5% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 78.4 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 113221.6 |
Q1 | 15261582 |
median | 1.9525689 × 108 |
Q3 | 1.7260514 × 109 |
95-th percentile | 2.9182818 × 1010 |
Maximum | 4.3005398 × 1012 |
Range | 4.3005398 × 1012 |
Interquartile range (IQR) | 1.7107898 × 109 |
Descriptive statistics
Standard deviation | 7.4343418 × 1010 |
---|---|
Coefficient of variation (CV) | 8.7353072 |
Kurtosis | 2079.2418 |
Mean | 8.5106816 × 109 |
Median Absolute Deviation (MAD) | 1.9473364 × 108 |
Skewness | 40.304619 |
Sum | 6.0451371 × 1013 |
Variance | 5.5269437 × 1021 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 42 | 0.5% |
138960 | 2 | < 0.1% |
76912 | 2 | < 0.1% |
16500 | 2 | < 0.1% |
12903 | 2 | < 0.1% |
273056 | 2 | < 0.1% |
354925 | 2 | < 0.1% |
115380 | 2 | < 0.1% |
368771 | 2 | < 0.1% |
6314 | 2 | < 0.1% |
Other values (7043) | 7043 | |
(Missing) | 1808 | 20.3% |
Value | Count | Frequency (%) |
0 | 42 | |
517 | 1 | < 0.1% |
1166 | 1 | < 0.1% |
1254 | 1 | < 0.1% |
1464 | 1 | < 0.1% |
1488 | 1 | < 0.1% |
1633 | 1 | < 0.1% |
1815 | 1 | < 0.1% |
1826 | 1 | < 0.1% |
1998 | 1 | < 0.1% |
Value | Count | Frequency (%) |
4300539811149 | 1 | |
3239369903432 | 1 | |
984368254541 | 1 | |
816960653750 | 1 | |
745896975303 | 1 | |
723962855583 | 1 | |
675063630872 | 1 | |
626823096630 | 1 | |
572500477940 | 1 | |
542340794268 | 1 |
수가코드 | 분류번호 | 한글명 | 의치한약구분 | 관리진료과 | 장절분류 | 신설코드 | 삭제코드 | 2014년총사용량실시횟수 | 2014년가산적용금액 | 2015년총사용량실시횟수 | 2015년가산적용금액 | 2016년총사용량실시횟수 | 2016년가산적용금액 | 2017년총사용량실시횟수 | 2017년가산적용금액 | 2018년총사용량실시횟수 | 2018년가산적용금액 | 2019년총사용량실시횟수 | 2019년가산적용금액 | 2020년총사용량실시횟수 | 2020년가산적용금액 | 2021년총사용량실시횟수 | 2021년가산적용금액 | 2022년총사용량실시횟수 | 2022년가산적용금액 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 10100 | 가1가(9) | 초진진찰료-한의원,국립병원내의한방진료부,상급종합병원·종합병원·병원·정신병원·요양병원·치과병원·보건의료원내한의과 | 한방 | 기본진료_진찰 | 제1장기본진료료 | <NA> | <NA> | 19725108 | 211648664870 | 18896243 | 208677498290 | 18227912 | 206199563470 | 17697684 | 206430386770 | 17493101 | 210049256370 | 17684733 | 218366901160 | 15561985 | 198555635490 | 15226557 | 199308222151 | 15011637 | 203380048510 |
1 | 10101 | 가1가(10) | 초진진찰료-한방병원 | 한방 | 기본진료_진찰 | 제1장기본진료료 | 신설_15년도 | <NA> | <NA> | <NA> | 150498 | 1883451900 | 682493 | 8690992430 | 693140 | 9079288510 | 635414 | 8553615830 | 596166 | 8277123470 | 573780 | 8240285650 | 616118 | 9144545420 | 645334 | 9903775790 |
2 | 10102 | 가1가(11) | 초진진찰료-상급종합병원에설치된경우를제외한한의과대학부속한방병원 | 한방 | 기본진료_진찰 | 제1장기본진료료 | 신설_18년도 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 43197 | 618105560 | 105368 | 1541103290 | 88703 | 1329790280 | 85949 | 1323038120 | 80296 | 1271638470 |
3 | 10103 | 가1가(12) | 초진진찰료-상급종합병원에설치된한의과대학부속한방병원 | 한방 | 기본진료_진찰 | 제1장기본진료료 | 신설_18년도 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 7049 | 105128600 | 16637 | 254219340 | 23033 | 362220880 | 21758 | 351119340 | 22476 | 373298850 |
4 | 10200 | 가1나(9) | 재진진찰료-한의원,국립병원내의한방진료부,상급종합병원·종합병원·병원·정신병원·요양병원·치과병원·보건의료원내한의과 | 한방 | 기본진료_진찰 | 제1장기본진료료 | <NA> | <NA> | 95762988 | 645264294610 | 92014260 | 640524376940 | 90159450 | 645912550420 | 90539318 | 668944473230 | 88440228 | 672358411930 | 91412364 | 714796761370 | 81937269 | 661642554970 | 81328236 | 675533355285 | 78628416 | 675063630872 |
5 | 10201 | 가1나(10) | 재진진찰료-한방병원 | 한방 | 기본진료_진찰 | 제1장기본진료료 | 신설_15년도 | <NA> | <NA> | <NA> | 534299 | 4321432370 | 2310869 | 19050381180 | 2302309 | 19549377040 | 2046102 | 17886583830 | 1705606 | 15426004700 | 1573246 | 14696784230 | 1800571 | 17345754990 | 1819686 | 18110620760 |
6 | 10202 | 가1나(11) | 재진진찰료-상급종합병원에설치된경우를제외한한의과대학부속한방병원 | 한방 | 기본진료_진찰 | 제1장기본진료료 | 신설_18년도 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 219669 | 2072365330 | 507637 | 4911496950 | 445599 | 4440008290 | 480286 | 4923386710 | 440663 | 4654227840 |
7 | 10203 | 가1나(12) | 재진진찰료-상급종합병원에설치된한의과대학부속한방병원 | 한방 | 기본진료_진찰 | 제1장기본진료료 | 신설_18년도 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 55090 | 563871160 | 132011 | 1385007660 | 108682 | 1172042980 | 101498 | 1126704440 | 105278 | 1201168400 |
8 | 10221 | 가1나주7 | 재진료50%(가족내원) | 한방 | 기본진료_진찰 | 제1장기본진료료 | <NA> | 삭제_15년도 | 7039 | 25018470 | 5638 | 20465830 | 75 | 268720 | 27 | 96990 | 38 | 135390 | 37 | 133710 | 8 | 29200 | <NA> | <NA> | 3 | 10370 |
9 | 11011 | 가25가(1) | 감염예방·관리료-상급종합병원,종합병원1등급 | 한방 | 기본진료_기타 | 제1장기본진료료 | 신설_16년도 | <NA> | <NA> | <NA> | <NA> | <NA> | 445 | 1059100 | 2051 | 4955580 | 3352 | 8213800 | 3657 | 9851200 | 1711 | 4783030 | 1500 | 4251550 | 1003 | 2890030 |
수가코드 | 분류번호 | 한글명 | 의치한약구분 | 관리진료과 | 장절분류 | 신설코드 | 삭제코드 | 2014년총사용량실시횟수 | 2014년가산적용금액 | 2015년총사용량실시횟수 | 2015년가산적용금액 | 2016년총사용량실시횟수 | 2016년가산적용금액 | 2017년총사용량실시횟수 | 2017년가산적용금액 | 2018년총사용량실시횟수 | 2018년가산적용금액 | 2019년총사용량실시횟수 | 2019년가산적용금액 | 2020년총사용량실시횟수 | 2020년가산적용금액 | 2021년총사용량실시횟수 | 2021년가산적용금액 | 2022년총사용량실시횟수 | 2022년가산적용금액 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
8901 | Z4331 | 약4가(1)(머) | 처방조제-내복약31일분이상40일분 | 약국 | 조제료 | 제15장약국약제비 | <NA> | <NA> | 2339073 | 17552435500 | 2416767 | 18787718410 | 2591736 | 20754522660 | 2843540 | 23562736540 | 2817117 | 24081247750 | 2928841 | 25796952085 | 2643809 | 24119174790 | 2682640 | 25295795830 | 2677490 | 26177366910 |
8902 | Z4341 | 약4가(1)(버) | 처방조제-내복약41일분이상50일분 | 약국 | 조제료 | 제15장약국약제비 | <NA> | <NA> | 1625715 | 13280767550 | 1679386 | 14157306440 | 1789428 | 15572034720 | 1932092 | 17372934880 | 2022094 | 18703629840 | 2089856 | 19881071060 | 1988087 | 19566243620 | 2098811 | 21279793280 | 2135226 | 22439638660 |
8903 | Z4351 | 약4가(1)(서) | 처방조제-내복약51일분이상60일분 | 약국 | 조제료 | 제15장약국약제비 | <NA> | <NA> | 18357248 | 179997283830 | 19688996 | 199962794920 | 21606232 | 225958004300 | 23589247 | 254884176250 | 25771096 | 286124439463 | 28277553 | 322604277008 | 31375507 | 370679400310 | 34631540 | 420977342661 | 36949620 | 464782298080 |
8904 | Z4361 | 약4가(1)(어) | 처방조제-내복약61일분이상70일분 | 약국 | 조제료 | 제15장약국약제비 | <NA> | <NA> | 1620761 | 16461940490 | 1644617 | 17227849490 | 1814270 | 19572862450 | 1946449 | 21718197700 | 2003678 | 23111207240 | 2093872 | 24966028430 | 1977043 | 24501220340 | 1995416 | 25520786290 | 2005096 | 26544739720 |
8905 | Z4371 | 약4가(1)(저) | 처방조제-내복약71일분이상80일분 | 약국 | 조제료 | 제15장약국약제비 | <NA> | <NA> | 255973 | 2660307270 | 264076 | 2825910480 | 292684 | 3226493320 | 320289 | 3660648560 | 348456 | 4126163290 | 356746 | 4371865750 | 323586 | 4122252140 | 340434 | 4475298820 | 366864 | 4994254690 |
8906 | Z4381 | 약4가(1)(처) | 처방조제-내복약81일분이상90일분 | 약국 | 조제료 | 제15장약국약제비 | <NA> | <NA> | 6027647 | 64203378100 | 6560720 | 72223430150 | 7459543 | 84490217660 | 8318196 | 97514740170 | 9340096 | 113479744677 | 10659403 | 133888010190 | 12203277 | 159561884420 | 14119732 | 190051558253 | 15880009 | 221011306010 |
8907 | Z4391 | 약4가(1)(커) | 처방조제-내복약91일분이상 | 약국 | 조제료 | 제15장약국약제비 | <NA> | <NA> | 4917970 | 54668214940 | 5398382 | 61925985390 | 6149219 | 72635451710 | 7061321 | 86462645560 | 8058433 | 102520779130 | 9066156 | 119799219466 | 10054384 | 138594503570 | 11214339 | 159669448100 | 12297425 | 181154855560 |
8908 | Z5000 | 약5 | 의약품관리료(방문당) | 약국 | 의약품관리료 | 제15장약국약제비 | 신설_11년도 | <NA> | 487739408 | 248348205620 | 484546391 | 255938728990 | 501459847 | 274916888620 | 495259896 | 274895104430 | 490845300 | 274423846530 | 493882136 | 276573610780 | 417031989 | 233537662120 | 400961009 | 231939973160 | 467952168 | 280081175730 |
8909 | Z5001 | 약5주 | 의약품관리료(방문당)-마약류포함하여조제투약하는경우 | 약국 | 의약품관리료 | 제15장약국약제비 | 신설_17년도 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 10513635 | 5887263010 | 22673980 | 13113302500 | 22782065 | 17190376340 | 22299449 | 17782577830 | 22400996 | 18332987920 | 22413966 | 18997281890 |
8910 | Z7001 | 약7 | 야간조제관리료 | 약국 | 미지정 | 제15장약국약제비 | 신설_17년도 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 423576 | 923382600 | 569211 | 1271299320 | 579042 | 1333854250 | 282019 | 664969510 | 455520 | 1122044800 | 829478 | 2119409730 |