Dataset statistics
Number of variables | 15 |
---|---|
Number of observations | 342 |
Missing cells | 2093 |
Missing cells (%) | 40.8% |
Duplicate rows | 1 |
Duplicate rows (%) | 0.3% |
Total size in memory | 42.9 KiB |
Average record size in memory | 128.4 B |
Variable types
Numeric | 2 |
---|---|
Categorical | 8 |
Unsupported | 4 |
Text | 1 |
Dataset
Description | 고지혈증 환자들의 최초 진단과와 최초 진단명과 진단코드 데이터. 진단과로는 소화기내과, 순환기내과, 내분비내과 등이 포함되어 환자 유입 경로를 분석할 수 있음. 스타틴 약물 데이터는 RxNorm 코드로 매핑됨. |
---|---|
Author | 가톨릭대학교 은평성모병원 |
URL | http://cmcdata.net/data/dataset/first-statin-prescription-dyslipidemia-data-eunpyeong |
Dataset has 1 (0.3%) duplicate rows | Duplicates |
MED_CD is highly overall correlated with STTN_FST_PRCD and 1 other fields | High correlation |
STTN_FST_PRCD is highly overall correlated with MED_CD and 1 other fields | High correlation |
Diag_date is highly overall correlated with RID and 4 other fields | High correlation |
STTN_FST_DEPT is highly overall correlated with Diag_date | High correlation |
RID is highly overall correlated with Diag_date | High correlation |
STTN_FST_DAYS is highly overall correlated with Diag_date | High correlation |
Unnamed: 11 is highly overall correlated with Unnamed: 12 and 1 other fields | High correlation |
Unnamed: 12 is highly overall correlated with Unnamed: 11 and 2 other fields | High correlation |
Unnamed: 13 is highly overall correlated with Unnamed: 12 | High correlation |
Unnamed: 14 is highly overall correlated with Unnamed: 11 and 1 other fields | High correlation |
STTN_FST_DEPT is highly imbalanced (56.8%) | Imbalance |
Unnamed: 11 is highly imbalanced (57.8%) | Imbalance |
Unnamed: 14 is highly imbalanced (54.7%) | Imbalance |
RID has 242 (70.8%) missing values | Missing |
STTN_FST_DAYS has 242 (70.8%) missing values | Missing |
Unnamed: 6 has 342 (100.0%) missing values | Missing |
Unnamed: 7 has 342 (100.0%) missing values | Missing |
Unnamed: 8 has 342 (100.0%) missing values | Missing |
Unnamed: 9 has 342 (100.0%) missing values | Missing |
Unnamed: 10 has 241 (70.5%) missing values | Missing |
Unnamed: 6 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 7 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 8 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 9 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Reproduction
Analysis started | 2023-10-08 18:58:10.134282 |
---|---|
Analysis finished | 2023-10-08 18:58:12.385872 |
Duration | 2.25 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
RID
Real number (ℝ)
HIGH CORRELATION
  MISSING
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 242 |
Missing (%) | 70.8% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 50.5 |
Minimum | 1 |
---|---|
Maximum | 100 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.1 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 5.95 |
Q1 | 25.75 |
median | 50.5 |
Q3 | 75.25 |
95-th percentile | 95.05 |
Maximum | 100 |
Range | 99 |
Interquartile range (IQR) | 49.5 |
Descriptive statistics
Standard deviation | 29.011492 |
---|---|
Coefficient of variation (CV) | 0.57448499 |
Kurtosis | -1.2 |
Mean | 50.5 |
Median Absolute Deviation (MAD) | 25 |
Skewness | 0 |
Sum | 5050 |
Variance | 841.66667 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
65 | 1 | 0.3% |
75 | 1 | 0.3% |
74 | 1 | 0.3% |
73 | 1 | 0.3% |
72 | 1 | 0.3% |
71 | 1 | 0.3% |
70 | 1 | 0.3% |
69 | 1 | 0.3% |
68 | 1 | 0.3% |
67 | 1 | 0.3% |
Other values (90) | 90 | 26.3% |
(Missing) | 242 |
Value | Count | Frequency (%) |
1 | 1 | |
2 | 1 | |
3 | 1 | |
4 | 1 | |
5 | 1 | |
6 | 1 | |
7 | 1 | |
8 | 1 | |
9 | 1 | |
10 | 1 |
Value | Count | Frequency (%) |
100 | 1 | |
99 | 1 | |
98 | 1 | |
97 | 1 | |
96 | 1 | |
95 | 1 | |
94 | 1 | |
93 | 1 | |
92 | 1 | |
91 | 1 |
STTN_FST_DEPT
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 10 |
---|---|
Distinct (%) | 2.9% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.8 KiB |
<NA> | |
---|---|
순환기내과 | |
내분비내과 | |
외과 | 4 |
호흡기내과 | 3 |
Other values (5) | 10 |
Length
Max length | 10 |
---|---|
Median length | 4 |
Mean length | 4.2748538 |
Min length | 2 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | 0.3% |
Sample
1st row | 내분비내과 |
---|---|
2nd row | 내분비내과 |
3rd row | 내분비내과 |
4th row | 내분비내과 |
5th row | 내분비내과 |
Common Values
Value | Count | Frequency (%) |
<NA> | 242 | |
순환기내과 | 50 | 14.6% |
내분비내과 | 33 | 9.6% |
외과 | 4 | 1.2% |
호흡기내과 | 3 | 0.9% |
신장내과 | 3 | 0.9% |
소화기내과 | 2 | 0.6% |
재활의학과 | 2 | 0.6% |
관절센터(정형외과) | 2 | 0.6% |
흉부외과 | 1 | 0.3% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
na | 242 | |
순환기내과 | 50 | 14.6% |
내분비내과 | 33 | 9.6% |
외과 | 4 | 1.2% |
호흡기내과 | 3 | 0.9% |
신장내과 | 3 | 0.9% |
소화기내과 | 2 | 0.6% |
재활의학과 | 2 | 0.6% |
관절센터(정형외과 | 2 | 0.6% |
흉부외과 | 1 | 0.3% |
STTN_FST_PRCD
Categorical
HIGH CORRELATION
 
Distinct | 3 |
---|---|
Distinct (%) | 0.9% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.8 KiB |
<NA> | |
---|---|
Rosuvastatin | |
Atorvastatin |
Length
Max length | 12 |
---|---|
Median length | 4 |
Mean length | 6.3391813 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | Rosuvastatin |
---|---|
2nd row | Rosuvastatin |
3rd row | Atorvastatin |
4th row | Rosuvastatin |
5th row | Rosuvastatin |
Common Values
Value | Count | Frequency (%) |
<NA> | 242 | |
Rosuvastatin | 53 | 15.5% |
Atorvastatin | 47 | 13.7% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
na | 242 | |
rosuvastatin | 53 | 15.5% |
atorvastatin | 47 | 13.7% |
MED_CD
Categorical
HIGH CORRELATION
 
Distinct | 3 |
---|---|
Distinct (%) | 0.9% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.8 KiB |
<NA> | |
---|---|
859747 | |
617310 |
Length
Max length | 6 |
---|---|
Median length | 4 |
Mean length | 4.5847953 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 859747 |
---|---|
2nd row | 859747 |
3rd row | 617310 |
4th row | 859747 |
5th row | 859747 |
Common Values
Value | Count | Frequency (%) |
<NA> | 242 | |
859747 | 53 | 15.5% |
617310 | 47 | 13.7% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
na | 242 | |
859747 | 53 | 15.5% |
617310 | 47 | 13.7% |
Diag_date
Categorical
HIGH CORRELATION
 
Distinct | 2 |
---|---|
Distinct (%) | 0.6% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.8 KiB |
<NA> | |
---|---|
2015 |
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 4 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2015 |
---|---|
2nd row | 2015 |
3rd row | 2015 |
4th row | 2015 |
5th row | 2015 |
Common Values
Value | Count | Frequency (%) |
<NA> | 242 | |
2015 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
na | 242 | |
2015 | 100 |
STTN_FST_DAYS
Real number (ℝ)
HIGH CORRELATION
  MISSING
 
Distinct | 16 |
---|---|
Distinct (%) | 16.0% |
Missing | 242 |
Missing (%) | 70.8% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 59.68 |
Minimum | 1 |
---|---|
Maximum | 120 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.1 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 1 |
Q1 | 33.75 |
median | 63 |
Q3 | 90 |
95-th percentile | 100 |
Maximum | 120 |
Range | 119 |
Interquartile range (IQR) | 56.25 |
Descriptive statistics
Standard deviation | 30.415267 |
---|---|
Coefficient of variation (CV) | 0.5096392 |
Kurtosis | -0.52815551 |
Mean | 59.68 |
Median Absolute Deviation (MAD) | 27 |
Skewness | -0.27934754 |
Sum | 5968 |
Variance | 925.08848 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
90 | 23 | 6.7% |
60 | 14 | 4.1% |
30 | 13 | 3.8% |
70 | 11 | 3.2% |
1 | 9 | 2.6% |
63 | 8 | 2.3% |
35 | 5 | 1.5% |
120 | 4 | 1.2% |
65 | 3 | 0.9% |
56 | 2 | 0.6% |
Other values (6) | 8 | 2.3% |
(Missing) | 242 |
Value | Count | Frequency (%) |
1 | 9 | |
14 | 1 | 0.3% |
21 | 1 | 0.3% |
28 | 1 | 0.3% |
30 | 13 | |
35 | 5 | 1.5% |
40 | 2 | 0.6% |
56 | 2 | 0.6% |
60 | 14 | |
63 | 8 |
Value | Count | Frequency (%) |
120 | 4 | 1.2% |
100 | 2 | 0.6% |
90 | 23 | |
80 | 1 | 0.3% |
70 | 11 | |
65 | 3 | 0.9% |
63 | 8 | 2.3% |
60 | 14 | |
56 | 2 | 0.6% |
40 | 2 | 0.6% |
Unnamed: 6
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 342 |
---|---|
Missing (%) | 100.0% |
Memory size | 3.1 KiB |
Unnamed: 7
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 342 |
---|---|
Missing (%) | 100.0% |
Memory size | 3.1 KiB |
Unnamed: 8
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 342 |
---|---|
Missing (%) | 100.0% |
Memory size | 3.1 KiB |
Unnamed: 9
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 342 |
---|---|
Missing (%) | 100.0% |
Memory size | 3.1 KiB |
Unnamed: 10
Text
MISSING
 
Distinct | 101 |
---|---|
Distinct (%) | 100.0% |
Missing | 241 |
Missing (%) | 70.5% |
Memory size | 2.8 KiB |
Value | Count | Frequency (%) |
r0000249 | 1 | 1.0% |
r0000529 | 1 | 1.0% |
r0000515 | 1 | 1.0% |
r0000514 | 1 | 1.0% |
r0000511 | 1 | 1.0% |
r0000508 | 1 | 1.0% |
r0000503 | 1 | 1.0% |
r0000500 | 1 | 1.0% |
r0000491 | 1 | 1.0% |
r0000489 | 1 | 1.0% |
Other values (91) | 91 |
Most occurring characters
Value | Count | Frequency (%) |
0 | 417 | |
R | 101 | 12.6% |
5 | 54 | 6.7% |
4 | 49 | 6.1% |
2 | 42 | 5.2% |
3 | 39 | 4.9% |
8 | 22 | 2.7% |
1 | 21 | 2.6% |
7 | 21 | 2.6% |
6 | 18 | 2.2% |
Other values (3) | 19 | 2.4% |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 700 | |
Uppercase Letter | 103 | 12.8% |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
0 | 417 | |
5 | 54 | 7.7% |
4 | 49 | 7.0% |
2 | 42 | 6.0% |
3 | 39 | 5.6% |
8 | 22 | 3.1% |
1 | 21 | 3.0% |
7 | 21 | 3.0% |
6 | 18 | 2.6% |
9 | 17 | 2.4% |
Uppercase Letter
Value | Count | Frequency (%) |
R | 101 | |
I | 1 | 1.0% |
D | 1 | 1.0% |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 700 | |
Latin | 103 | 12.8% |
Most frequent character per script
Common
Value | Count | Frequency (%) |
0 | 417 | |
5 | 54 | 7.7% |
4 | 49 | 7.0% |
2 | 42 | 6.0% |
3 | 39 | 5.6% |
8 | 22 | 3.1% |
1 | 21 | 3.0% |
7 | 21 | 3.0% |
6 | 18 | 2.6% |
9 | 17 | 2.4% |
Latin
Value | Count | Frequency (%) |
R | 101 | |
I | 1 | 1.0% |
D | 1 | 1.0% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 803 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
0 | 417 | |
R | 101 | 12.6% |
5 | 54 | 6.7% |
4 | 49 | 6.1% |
2 | 42 | 5.2% |
3 | 39 | 4.9% |
8 | 22 | 2.7% |
1 | 21 | 2.6% |
7 | 21 | 2.6% |
6 | 18 | 2.2% |
Other values (3) | 19 | 2.4% |
Unnamed: 11
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 11 |
---|---|
Distinct (%) | 3.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.8 KiB |
<NA> | |
---|---|
순환기내과 | |
내분비내과 | |
외과 | 4 |
호흡기내과 | 3 |
Other values (6) | 11 |
Length
Max length | 10 |
---|---|
Median length | 4 |
Mean length | 4.2807018 |
Min length | 2 |
Unique
Unique | 2 ? |
---|---|
Unique (%) | 0.6% |
Sample
1st row | <NA> |
---|---|
2nd row | <NA> |
3rd row | <NA> |
4th row | <NA> |
5th row | <NA> |
Common Values
Value | Count | Frequency (%) |
<NA> | 241 | |
순환기내과 | 50 | 14.6% |
내분비내과 | 33 | 9.6% |
외과 | 4 | 1.2% |
호흡기내과 | 3 | 0.9% |
신장내과 | 3 | 0.9% |
소화기내과 | 2 | 0.6% |
재활의학과 | 2 | 0.6% |
관절센터(정형외과) | 2 | 0.6% |
Dept_S | 1 | 0.3% |
Length
Value | Count | Frequency (%) |
na | 241 | |
순환기내과 | 50 | 14.6% |
내분비내과 | 33 | 9.6% |
외과 | 4 | 1.2% |
호흡기내과 | 3 | 0.9% |
신장내과 | 3 | 0.9% |
소화기내과 | 2 | 0.6% |
재활의학과 | 2 | 0.6% |
관절센터(정형외과 | 2 | 0.6% |
dept_s | 1 | 0.3% |
Unnamed: 12
Categorical
HIGH CORRELATION
 
Distinct | 4 |
---|---|
Distinct (%) | 1.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.8 KiB |
<NA> | |
---|---|
Rosuvastatin | |
Atorvastatin | |
Sta_S | 1 |
Length
Max length | 12 |
---|---|
Median length | 4 |
Mean length | 6.3421053 |
Min length | 4 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | 0.3% |
Sample
1st row | <NA> |
---|---|
2nd row | <NA> |
3rd row | <NA> |
4th row | <NA> |
5th row | <NA> |
Common Values
Value | Count | Frequency (%) |
<NA> | 241 | |
Rosuvastatin | 53 | 15.5% |
Atorvastatin | 47 | 13.7% |
Sta_S | 1 | 0.3% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
na | 241 | |
rosuvastatin | 53 | 15.5% |
atorvastatin | 47 | 13.7% |
sta_s | 1 | 0.3% |
Unnamed: 13
Categorical
HIGH CORRELATION
 
Distinct | 7 |
---|---|
Distinct (%) | 2.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.8 KiB |
<NA> | |
---|---|
2015-09-07 | |
2015-09-04 | |
2015-09-03 | 22 |
2015-09-05 | 9 |
Other values (2) | 7 |
Length
Max length | 10 |
---|---|
Median length | 4 |
Mean length | 5.7602339 |
Min length | 4 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | 0.3% |
Sample
1st row | <NA> |
---|---|
2nd row | <NA> |
3rd row | <NA> |
4th row | <NA> |
5th row | <NA> |
Common Values
Value | Count | Frequency (%) |
<NA> | 241 | |
2015-09-07 | 35 | 10.2% |
2015-09-04 | 28 | 8.2% |
2015-09-03 | 22 | 6.4% |
2015-09-05 | 9 | 2.6% |
2015-09-02 | 6 | 1.8% |
Sta_SD | 1 | 0.3% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
na | 241 | |
2015-09-07 | 35 | 10.2% |
2015-09-04 | 28 | 8.2% |
2015-09-03 | 22 | 6.4% |
2015-09-05 | 9 | 2.6% |
2015-09-02 | 6 | 1.8% |
sta_sd | 1 | 0.3% |
Unnamed: 14
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 18 |
---|---|
Distinct (%) | 5.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.8 KiB |
<NA> | |
---|---|
90 | 23 |
60 | 14 |
30 | 13 |
70 | 11 |
Other values (13) |
Length
Max length | 6 |
---|---|
Median length | 4 |
Mean length | 3.4122807 |
Min length | 1 |
Unique
Unique | 5 ? |
---|---|
Unique (%) | 1.5% |
Sample
1st row | <NA> |
---|---|
2nd row | <NA> |
3rd row | <NA> |
4th row | <NA> |
5th row | <NA> |
Common Values
Value | Count | Frequency (%) |
<NA> | 241 | |
90 | 23 | 6.7% |
60 | 14 | 4.1% |
30 | 13 | 3.8% |
70 | 11 | 3.2% |
1 | 9 | 2.6% |
63 | 8 | 2.3% |
35 | 5 | 1.5% |
120 | 4 | 1.2% |
65 | 3 | 0.9% |
Other values (8) | 11 | 3.2% |
Length
Value | Count | Frequency (%) |
na | 241 | |
90 | 23 | 6.7% |
60 | 14 | 4.1% |
30 | 13 | 3.8% |
70 | 11 | 3.2% |
1 | 9 | 2.6% |
63 | 8 | 2.3% |
35 | 5 | 1.5% |
120 | 4 | 1.2% |
65 | 3 | 0.9% |
Other values (8) | 11 | 3.2% |
RID | STTN_FST_DEPT | STTN_FST_PRCD | MED_CD | STTN_FST_DAYS | Unnamed: 11 | Unnamed: 12 | Unnamed: 13 | Unnamed: 14 | |
---|---|---|---|---|---|---|---|---|---|
RID | 1.000 | 0.000 | 0.000 | 0.000 | 0.452 | NaN | NaN | NaN | NaN |
STTN_FST_DEPT | 0.000 | 1.000 | 0.349 | 0.349 | 0.390 | NaN | NaN | NaN | NaN |
STTN_FST_PRCD | 0.000 | 0.349 | 1.000 | 0.999 | 0.000 | NaN | NaN | NaN | NaN |
MED_CD | 0.000 | 0.349 | 0.999 | 1.000 | 0.000 | NaN | NaN | NaN | NaN |
STTN_FST_DAYS | 0.452 | 0.390 | 0.000 | 0.000 | 1.000 | NaN | NaN | NaN | NaN |
Unnamed: 11 | NaN | NaN | NaN | NaN | NaN | 1.000 | 0.836 | 0.696 | 0.849 |
Unnamed: 12 | NaN | NaN | NaN | NaN | NaN | 0.836 | 1.000 | 0.941 | 0.850 |
Unnamed: 13 | NaN | NaN | NaN | NaN | NaN | 0.696 | 0.941 | 1.000 | 0.753 |
Unnamed: 14 | NaN | NaN | NaN | NaN | NaN | 0.849 | 0.850 | 0.753 | 1.000 |
Unnamed: 11 | Unnamed: 14 | Unnamed: 12 | MED_CD | Unnamed: 13 | STTN_FST_PRCD | Diag_date | STTN_FST_DEPT | |
---|---|---|---|---|---|---|---|---|
Unnamed: 11 | 1.000 | 0.522 | 0.719 | NaN | 0.449 | NaN | NaN | NaN |
Unnamed: 14 | 0.522 | 1.000 | 0.650 | NaN | 0.450 | NaN | NaN | NaN |
Unnamed: 12 | 0.719 | 0.650 | 1.000 | NaN | 0.695 | NaN | NaN | NaN |
MED_CD | NaN | NaN | NaN | 1.000 | NaN | 0.980 | 1.000 | 0.335 |
Unnamed: 13 | 0.449 | 0.450 | 0.695 | NaN | 1.000 | NaN | NaN | NaN |
STTN_FST_PRCD | NaN | NaN | NaN | 0.980 | NaN | 1.000 | 1.000 | 0.335 |
Diag_date | NaN | NaN | NaN | 1.000 | NaN | 1.000 | 1.000 | 1.000 |
STTN_FST_DEPT | NaN | NaN | NaN | 0.335 | NaN | 0.335 | 1.000 | 1.000 |
RID | STTN_FST_DAYS | STTN_FST_DEPT | STTN_FST_PRCD | MED_CD | Diag_date | Unnamed: 11 | Unnamed: 12 | Unnamed: 13 | Unnamed: 14 | |
---|---|---|---|---|---|---|---|---|---|---|
RID | 1.000 | 0.029 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 |
STTN_FST_DAYS | 0.029 | 1.000 | 0.185 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 |
STTN_FST_DEPT | 0.000 | 0.185 | 1.000 | 0.335 | 0.335 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 |
STTN_FST_PRCD | 0.000 | 0.000 | 0.335 | 1.000 | 0.980 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 |
MED_CD | 0.000 | 0.000 | 0.335 | 0.980 | 1.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 |
Diag_date | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 |
Unnamed: 11 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.719 | 0.449 | 0.522 |
Unnamed: 12 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.719 | 1.000 | 0.695 | 0.650 |
Unnamed: 13 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.449 | 0.695 | 1.000 | 0.450 |
Unnamed: 14 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.522 | 0.650 | 0.450 | 1.000 |
RID | STTN_FST_DEPT | STTN_FST_PRCD | MED_CD | Diag_date | STTN_FST_DAYS | Unnamed: 6 | Unnamed: 7 | Unnamed: 8 | Unnamed: 9 | Unnamed: 10 | Unnamed: 11 | Unnamed: 12 | Unnamed: 13 | Unnamed: 14 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 1 | 내분비내과 | Rosuvastatin | 859747 | 2015 | 60 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
1 | 2 | 내분비내과 | Rosuvastatin | 859747 | 2015 | 30 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
2 | 3 | 내분비내과 | Atorvastatin | 617310 | 2015 | 30 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
3 | 4 | 내분비내과 | Rosuvastatin | 859747 | 2015 | 30 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
4 | 5 | 내분비내과 | Rosuvastatin | 859747 | 2015 | 90 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
5 | 6 | 순환기내과 | Rosuvastatin | 859747 | 2015 | 60 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
6 | 7 | 소화기내과 | Atorvastatin | 617310 | 2015 | 56 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
7 | 8 | 순환기내과 | Atorvastatin | 617310 | 2015 | 120 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
8 | 9 | 순환기내과 | Rosuvastatin | 859747 | 2015 | 100 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
9 | 10 | 순환기내과 | Rosuvastatin | 859747 | 2015 | 21 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
RID | STTN_FST_DEPT | STTN_FST_PRCD | MED_CD | Diag_date | STTN_FST_DAYS | Unnamed: 6 | Unnamed: 7 | Unnamed: 8 | Unnamed: 9 | Unnamed: 10 | Unnamed: 11 | Unnamed: 12 | Unnamed: 13 | Unnamed: 14 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
332 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | R0000567 | 순환기내과 | Rosuvastatin | 2015-09-07 | 14 |
333 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | R0000568 | 내분비내과 | Atorvastatin | 2015-09-07 | 40 |
334 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | R0000572 | 순환기내과 | Rosuvastatin | 2015-09-07 | 30 |
335 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | R0000573 | 순환기내과 | Atorvastatin | 2015-09-07 | 70 |
336 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | R0000579 | 순환기내과 | Rosuvastatin | 2015-09-07 | 90 |
337 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | R0000580 | 순환기내과 | Atorvastatin | 2015-09-07 | 60 |
338 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | R0000586 | 신장내과 | Atorvastatin | 2015-09-07 | 35 |
339 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | R0000592 | 순환기내과 | Atorvastatin | 2015-09-07 | 60 |
340 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | R0000595 | 내분비내과 | Atorvastatin | 2015-09-07 | 60 |
341 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | R0000597 | 내분비내과 | Atorvastatin | 2015-09-07 | 60 |
Most frequently occurring
RID | STTN_FST_DEPT | STTN_FST_PRCD | MED_CD | Diag_date | STTN_FST_DAYS | Unnamed: 10 | Unnamed: 11 | Unnamed: 12 | Unnamed: 13 | Unnamed: 14 | # duplicates | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 141 |