Dataset statistics
| Number of variables | 49 |
|---|---|
| Number of observations | 7023 |
| Missing cells | 100571 |
| Missing cells (%) | 29.2% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.8 MiB |
| Average record size in memory | 412.0 B |
Variable types
| Numeric | 12 |
|---|---|
| Categorical | 19 |
| DateTime | 3 |
| Boolean | 5 |
| Text | 10 |
Dataset
| Description | RA시험접수(교육SEQ값, 교육그룹이름, 교육CODE, 시행년도) |
|---|---|
| Author | 한국의료기기안전정보원 |
| URL | https://www.data.go.kr/data/15066856/fileData.do |
RECEPTION_AGREE has constant value "" | Constant |
POLICIES_AGREE has constant value "" | Constant |
ER_REC_TYPE is highly imbalanced (83.4%) | Imbalance |
ER_STATUS is highly imbalanced (68.5%) | Imbalance |
ER_EUNGSILYO is highly imbalanced (60.7%) | Imbalance |
HADICAP_YN is highly imbalanced (89.7%) | Imbalance |
CARR_EVIDENCE_PATH is highly imbalanced (79.5%) | Imbalance |
ER_RECEIPT_NO has 698 (9.9%) missing values | Missing |
ER_PASS_YN has 979 (13.9%) missing values | Missing |
ER_CERT_YN has 2434 (34.7%) missing values | Missing |
ER_CERT_NO has 6055 (86.2%) missing values | Missing |
ER_EXAM_SUB1 has 1369 (19.5%) missing values | Missing |
ER_EXAM_SUB2 has 1841 (26.2%) missing values | Missing |
ER_EXAM_SUB3 has 1355 (19.3%) missing values | Missing |
ER_EXAM_SUB4 has 1844 (26.3%) missing values | Missing |
ER_EXAM_SUB5 has 1843 (26.2%) missing values | Missing |
HADICAP_YN has 3696 (52.6%) missing values | Missing |
HADICAP_FNAME has 7013 (99.9%) missing values | Missing |
LAST_EDU_NM has 6195 (88.2%) missing values | Missing |
LAST_EDU_DEPARTMENT has 6296 (89.6%) missing values | Missing |
GRADUATION_DATE has 6195 (88.2%) missing values | Missing |
EDU_EVIDENCE_FNAME has 6195 (88.2%) missing values | Missing |
TOTAL_CAREER has 6799 (96.8%) missing values | Missing |
CARR_EVIDENCE_FNAME has 6798 (96.8%) missing values | Missing |
EXAM_QUALIFICATION has 3729 (53.1%) missing values | Missing |
RECEPTION_AGREE has 5660 (80.6%) missing values | Missing |
POLICIES_AGREE has 5660 (80.6%) missing values | Missing |
RECEPTION_AGREE_DATE has 5660 (80.6%) missing values | Missing |
POLICIES_AGREE_DATE has 5660 (80.6%) missing values | Missing |
RA_CERT_NO has 5374 (76.5%) missing values | Missing |
ER_EXAM_AVG has 1223 (17.4%) missing values | Missing |
RECEIPT_SEQ has unique values | Unique |
ER_EXAM_SUB1 has 770 (11.0%) zeros | Zeros |
ER_EXAM_SUB2 has 980 (14.0%) zeros | Zeros |
ER_EXAM_SUB3 has 724 (10.3%) zeros | Zeros |
ER_EXAM_SUB4 has 1008 (14.4%) zeros | Zeros |
ER_EXAM_SUB5 has 1007 (14.3%) zeros | Zeros |
EXAM_QUALIFICATION has 852 (12.1%) zeros | Zeros |
ER_EXAM_AVG has 680 (9.7%) zeros | Zeros |
Reproduction
| Analysis started | 2023-12-12 10:12:46.500392 |
|---|---|
| Analysis finished | 2023-12-12 10:12:48.533705 |
| Duration | 2.03 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
RECEIPT_SEQ
Real number (ℝ)
UNIQUE
| Distinct | 7023 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3825.3869 |
| Minimum | 7 |
|---|---|
| Maximum | 7480 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 61.9 KiB |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 494.1 |
| Q1 | 2069.5 |
| median | 3825 |
| Q3 | 5580.5 |
| 95-th percentile | 7128.9 |
| Maximum | 7480 |
| Range | 7473 |
| Interquartile range (IQR) | 3511 |
Descriptive statistics
| Standard deviation | 2098.6838 |
|---|---|
| Coefficient of variation (CV) | 0.54862002 |
| Kurtosis | -1.1341022 |
| Mean | 3825.3869 |
| Median Absolute Deviation (MAD) | 1756 |
| Skewness | -0.0069054774 |
| Sum | 26865692 |
| Variance | 4404473.8 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 112 | 1 | < 0.1% |
| 5667 | 1 | < 0.1% |
| 5483 | 1 | < 0.1% |
| 5476 | 1 | < 0.1% |
| 5463 | 1 | < 0.1% |
| 5459 | 1 | < 0.1% |
| 5457 | 1 | < 0.1% |
| 5456 | 1 | < 0.1% |
| 5454 | 1 | < 0.1% |
| 5449 | 1 | < 0.1% |
| Other values (7013) | 7013 |
| Value | Count | Frequency (%) |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 | |
| 11 | 1 | |
| 12 | 1 | |
| 13 | 1 | |
| 14 | 1 | |
| 15 | 1 | |
| 16 | 1 |
| Value | Count | Frequency (%) |
| 7480 | 1 | |
| 7479 | 1 | |
| 7478 | 1 | |
| 7477 | 1 | |
| 7476 | 1 | |
| 7475 | 1 | |
| 7474 | 1 | |
| 7473 | 1 | |
| 7472 | 1 | |
| 7471 | 1 |
GROUP_NAME
Categorical
| Distinct | 40 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.0 KiB |
| 2019년 의료기기 RA 전문가 2급 | |
|---|---|
| 2020년 의료기기 RA 전문가 2급 | |
| 2017년 의료기기 RA 전문가 2급 | |
| 2016년 의료기기 RA 전문가 2급 | |
| 2018년 의료기기 RA 전문가 2급 | |
| Other values (35) |
Length
| Max length | 24 |
|---|---|
| Median length | 20 |
| Mean length | 19.858892 |
| Min length | 7 |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 2014년 의료기기 RA 전문가 2급 |
|---|---|
| 2nd row | 2014년 의료기기 RA 전문가 2급 |
| 3rd row | 2014년 의료기기 RA 전문가 2급 |
| 4th row | 2014년 의료기기 RA 전문가 2급 |
| 5th row | 2014년 의료기기 RA 전문가 2급 |
Common Values
| Value | Count | Frequency (%) |
| 2019년 의료기기 RA 전문가 2급 | 1351 | |
| 2020년 의료기기 RA 전문가 2급 | 982 | |
| 2017년 의료기기 RA 전문가 2급 | 848 | |
| 2016년 의료기기 RA 전문가 2급 | 814 | |
| 2018년 의료기기 RA 전문가 2급 | 704 | |
| 2019년 의료기기 RA 전문가 2급(완화) | 552 | |
| 2015년 의료기기 RA 전문가 2급 | 507 | 7.2% |
| 2014년 의료기기 RA 전문가 2급 | 461 | 6.6% |
| 2020년 의료기기 RA 전문가 2급(완화) | 293 | 4.2% |
| [인허가] 필기 | 84 | 1.2% |
| Other values (30) | 427 | 6.1% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| ra | 6512 | |
| 전문가 | 6512 | |
| 의료기기 | 6512 | |
| 2급 | 5667 | |
| 2019년 | 1903 | 5.7% |
| 2020년 | 1275 | 3.8% |
| 2017년 | 848 | 2.5% |
| 2급(완화 | 845 | 2.5% |
| 2016년 | 814 | 2.4% |
| 2018년 | 704 | 2.1% |
| Other values (19) | 1989 | 5.9% |
GROUP_CODE
Categorical
| Distinct | 48 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.0 KiB |
| 1902 | |
|---|---|
| 2002 | |
| 1702 | |
| 1602 | |
| 1802 | |
| Other values (43) |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 1402 |
|---|---|
| 2nd row | 1402 |
| 3rd row | 1402 |
| 4th row | 1402 |
| 5th row | 1402 |
Common Values
| Value | Count | Frequency (%) |
| 1902 | 1351 | |
| 2002 | 982 | |
| 1702 | 848 | |
| 1602 | 814 | |
| 1802 | 704 | |
| 1903 | 552 | |
| 1502 | 507 | 7.2% |
| 1402 | 461 | 6.6% |
| 2003 | 293 | 4.2% |
| 2011 | 33 | 0.5% |
| Other values (38) | 478 | 6.8% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 1902 | 1351 | |
| 2002 | 982 | |
| 1702 | 848 | |
| 1602 | 814 | |
| 1802 | 704 | |
| 1903 | 552 | |
| 1502 | 507 | 7.2% |
| 1402 | 461 | 6.6% |
| 2003 | 293 | 4.2% |
| 2011 | 33 | 0.5% |
| Other values (37) | 478 | 6.8% |
ES_YEAR
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2017.7689 |
| Minimum | 2014 |
|---|---|
| Maximum | 2020 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 61.9 KiB |
Quantile statistics
| Minimum | 2014 |
|---|---|
| 5-th percentile | 2014 |
| Q1 | 2016 |
| median | 2018 |
| Q3 | 2019 |
| 95-th percentile | 2020 |
| Maximum | 2020 |
| Range | 6 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.8564984 |
|---|---|
| Coefficient of variation (CV) | 0.00092007482 |
| Kurtosis | -0.90594301 |
| Mean | 2017.7689 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.52556346 |
| Sum | 14170791 |
| Variance | 3.4465862 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 2019 | 1989 | |
| 2020 | 1360 | |
| 2017 | 953 | |
| 2016 | 893 | |
| 2018 | 784 | 11.2% |
| 2015 | 583 | 8.3% |
| 2014 | 461 | 6.6% |
| Value | Count | Frequency (%) |
| 2014 | 461 | 6.6% |
| 2015 | 583 | 8.3% |
| 2016 | 893 | |
| 2017 | 953 | |
| 2018 | 784 | 11.2% |
| 2019 | 1989 | |
| 2020 | 1360 |
| Value | Count | Frequency (%) |
| 2020 | 1360 | |
| 2019 | 1989 | |
| 2018 | 784 | 11.2% |
| 2017 | 953 | |
| 2016 | 893 | |
| 2015 | 583 | 8.3% |
| 2014 | 461 | 6.6% |
ES_ORDER
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.0 KiB |
| 1 | |
|---|---|
| 2 | |
| 3 | |
| 10 | 7 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.0009967 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 2 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 3867 | |
| 2 | 2406 | |
| 3 | 743 | 10.6% |
| 10 | 7 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 3867 | |
| 2 | 2406 | |
| 3 | 743 | 10.6% |
| 10 | 7 | 0.1% |
ER_RECEIPT_NO
Real number (ℝ)
MISSING
| Distinct | 6325 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 698 |
| Missing (%) | 9.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3164.5037 |
| Minimum | 1 |
|---|---|
| Maximum | 6329 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 61.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 317.2 |
| Q1 | 1582 |
| median | 3164 |
| Q3 | 4748 |
| 95-th percentile | 6012.8 |
| Maximum | 6329 |
| Range | 6328 |
| Interquartile range (IQR) | 3166 |
Descriptive statistics
| Standard deviation | 1827.4747 |
|---|---|
| Coefficient of variation (CV) | 0.57749171 |
| Kurtosis | -1.2002187 |
| Mean | 3164.5037 |
| Median Absolute Deviation (MAD) | 1583 |
| Skewness | 0.00064118748 |
| Sum | 20015486 |
| Variance | 3339663.6 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 4801 | 1 | < 0.1% |
| 4626 | 1 | < 0.1% |
| 4616 | 1 | < 0.1% |
| 4611 | 1 | < 0.1% |
| 4746 | 1 | < 0.1% |
| 4440 | 1 | < 0.1% |
| 4441 | 1 | < 0.1% |
| 4439 | 1 | < 0.1% |
| 4436 | 1 | < 0.1% |
| 4535 | 1 | < 0.1% |
| Other values (6315) | 6315 | |
| (Missing) | 698 | 9.9% |
| 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 (%) |
| 6329 | 1 | |
| 6328 | 1 | |
| 6327 | 1 | |
| 6326 | 1 | |
| 6325 | 1 | |
| 6324 | 1 | |
| 6323 | 1 | |
| 6322 | 1 | |
| 6321 | 1 | |
| 6320 | 1 |
ER_REC_DATE
Date
| Distinct | 222 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.0 KiB |
| Minimum | 2014-11-03 00:00:00 |
|---|---|
| Maximum | 2020-08-10 00:00:00 |
Histogram with fixed size bins (bins=50)
ER_USER_BIRTH
Date
| Distinct | 3021 |
|---|---|
| Distinct (%) | 43.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.0 KiB |
| Minimum | 1952-01-10 00:00:00 |
|---|---|
| Maximum | 2020-12-03 00:00:00 |
Histogram with fixed size bins (bins=50)
ER_USER_GENDER
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.0 KiB |
| 여 | |
|---|---|
| 남 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 남 |
|---|---|
| 2nd row | 여 |
| 3rd row | 여 |
| 4th row | 여 |
| 5th row | 남 |
Common Values
| Value | Count | Frequency (%) |
| 여 | 4231 | |
| 남 | 2792 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 여 | 4231 | |
| 남 | 2792 |
ER_REC_TYPE
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.0 KiB |
| 우편발송 | |
|---|---|
| 방문수령 | 172 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 방문수령 |
|---|---|
| 2nd row | 우편발송 |
| 3rd row | 우편발송 |
| 4th row | 우편발송 |
| 5th row | 우편발송 |
Common Values
| Value | Count | Frequency (%) |
| 우편발송 | 6851 | |
| 방문수령 | 172 | 2.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 우편발송 | 6851 | |
| 방문수령 | 172 | 2.4% |
ER_STATUS
Categorical
IMBALANCE
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.0 KiB |
| 접수완료 | |
|---|---|
| 접수취소 | 467 |
| 접수미승인 | 361 |
| 접수승인 | 83 |
| 미응시 | 1 |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 4.0512601 |
| Min length | 3 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 접수완료 |
|---|---|
| 2nd row | 접수완료 |
| 3rd row | 접수완료 |
| 4th row | 접수완료 |
| 5th row | 접수완료 |
Common Values
| Value | Count | Frequency (%) |
| 접수완료 | 6111 | |
| 접수취소 | 467 | 6.6% |
| 접수미승인 | 361 | 5.1% |
| 접수승인 | 83 | 1.2% |
| 미응시 | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 접수완료 | 6111 | |
| 접수취소 | 467 | 6.6% |
| 접수미승인 | 361 | 5.1% |
| 접수승인 | 83 | 1.2% |
| 미응시 | 1 | < 0.1% |
ER_PASS_YN
Boolean
MISSING
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 979 |
| Missing (%) | 13.9% |
| Memory size | 13.8 KiB |
| False | |
|---|---|
| True | |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 4279 | |
| True | 1765 | |
| (Missing) | 979 | 13.9% |
ER_CERT_YN
Boolean
MISSING
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2434 |
| Missing (%) | 34.7% |
| Memory size | 13.8 KiB |
| False | |
|---|---|
| True | |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 2484 | |
| True | 2105 | |
| (Missing) | 2434 |
ER_CERT_NO
Real number (ℝ)
MISSING
| Distinct | 968 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 6055 |
| Missing (%) | 86.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 485.14566 |
| Minimum | 1 |
|---|---|
| Maximum | 969 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 61.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 49.35 |
| Q1 | 242.75 |
| median | 485.5 |
| Q3 | 727.25 |
| 95-th percentile | 920.65 |
| Maximum | 969 |
| Range | 968 |
| Interquartile range (IQR) | 484.5 |
Descriptive statistics
| Standard deviation | 279.97843 |
|---|---|
| Coefficient of variation (CV) | 0.57710179 |
| Kurtosis | -1.2009836 |
| Mean | 485.14566 |
| Median Absolute Deviation (MAD) | 242.5 |
| Skewness | -0.0014316475 |
| Sum | 469621 |
| Variance | 78387.92 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 640 | 1 | < 0.1% |
| 544 | 1 | < 0.1% |
| 560 | 1 | < 0.1% |
| 618 | 1 | < 0.1% |
| 623 | 1 | < 0.1% |
| 622 | 1 | < 0.1% |
| 621 | 1 | < 0.1% |
| 631 | 1 | < 0.1% |
| 742 | 1 | < 0.1% |
| 748 | 1 | < 0.1% |
| Other values (958) | 958 | 13.6% |
| (Missing) | 6055 |
| 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 (%) |
| 969 | 1 | |
| 968 | 1 | |
| 967 | 1 | |
| 966 | 1 | |
| 965 | 1 | |
| 964 | 1 | |
| 963 | 1 | |
| 962 | 1 | |
| 961 | 1 | |
| 960 | 1 |
ER_CERT_TYPE
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.0 KiB |
| 카드,상장 | |
|---|---|
| 상장 | |
| <NA> | |
| 카드 | 273 |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 3.7465471 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 카드,상장 |
|---|---|
| 2nd row | 카드,상장 |
| 3rd row | 카드,상장 |
| 4th row | 카드,상장 |
| 5th row | <NA> |
Common Values
| Value | Count | Frequency (%) |
| 카드,상장 | 3356 | |
| 상장 | 2295 | |
| <NA> | 1099 | 15.6% |
| 카드 | 273 | 3.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 카드,상장 | 3356 | |
| 상장 | 2295 | |
| na | 1099 | 15.6% |
| 카드 | 273 | 3.9% |
ER_EUNGSILYO
Categorical
IMBALANCE
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.0 KiB |
| 50000 | |
|---|---|
| 무료 | |
| 10000 | |
| 100000 | 35 |
| 1000 | 22 |
| Other values (4) | 5 |
Length
| Max length | 9 |
|---|---|
| Median length | 5 |
| Mean length | 4.4748683 |
| Min length | 1 |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 무료 |
|---|---|
| 2nd row | 무료 |
| 3rd row | 무료 |
| 4th row | 무료 |
| 5th row | 무료 |
Common Values
| Value | Count | Frequency (%) |
| 50000 | 4885 | |
| 무료 | 1231 | 17.5% |
| 10000 | 845 | 12.0% |
| 100000 | 35 | 0.5% |
| 1000 | 22 | 0.3% |
| 1 | 2 | < 0.1% |
| <NA> | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 300000000 | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 50000 | 4885 | |
| 무료 | 1231 | 17.5% |
| 10000 | 845 | 12.0% |
| 100000 | 35 | 0.5% |
| 1000 | 22 | 0.3% |
| 1 | 2 | < 0.1% |
| na | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 300000000 | 1 | < 0.1% |
IN_DTIME
Text
| Distinct | 4284 |
|---|---|
| Distinct (%) | 61.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.0 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Characters and Unicode
| Total characters | 49161 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 2600 ? |
|---|---|
| Unique (%) | 37.0% |
Sample
| 1st row | 38:00.4 |
|---|---|
| 2nd row | 33:23.9 |
| 3rd row | 34:07.0 |
| 4th row | 33:36.2 |
| 5th row | 34:36.5 |
| Value | Count | Frequency (%) |
| 51:48.0 | 7 | 0.1% |
| 42:32.0 | 7 | 0.1% |
| 41:53.0 | 7 | 0.1% |
| 12:40.0 | 6 | 0.1% |
| 20:09.0 | 6 | 0.1% |
| 33:14.0 | 6 | 0.1% |
| 46:40.0 | 6 | 0.1% |
| 01:05.0 | 6 | 0.1% |
| 35:08.0 | 6 | 0.1% |
| 25:41.0 | 6 | 0.1% |
| Other values (4274) | 6960 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 9308 | |
| : | 7023 | |
| . | 7023 | |
| 4 | 4042 | |
| 2 | 3953 | |
| 1 | 3883 | |
| 3 | 3867 | |
| 5 | 3798 | |
| 8 | 1607 | 3.3% |
| 6 | 1569 | 3.2% |
| Other values (2) | 3088 | 6.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 35115 | |
| Other Punctuation | 14046 | 28.6% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 9308 | |
| 4 | 4042 | |
| 2 | 3953 | |
| 1 | 3883 | |
| 3 | 3867 | |
| 5 | 3798 | |
| 8 | 1607 | 4.6% |
| 6 | 1569 | 4.5% |
| 7 | 1565 | 4.5% |
| 9 | 1523 | 4.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 7023 | |
| . | 7023 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 49161 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 9308 | |
| : | 7023 | |
| . | 7023 | |
| 4 | 4042 | |
| 2 | 3953 | |
| 1 | 3883 | |
| 3 | 3867 | |
| 5 | 3798 | |
| 8 | 1607 | 3.3% |
| 6 | 1569 | 3.2% |
| Other values (2) | 3088 | 6.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49161 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 9308 | |
| : | 7023 | |
| . | 7023 | |
| 4 | 4042 | |
| 2 | 3953 | |
| 1 | 3883 | |
| 3 | 3867 | |
| 5 | 3798 | |
| 8 | 1607 | 3.3% |
| 6 | 1569 | 3.2% |
| Other values (2) | 3088 | 6.3% |
UP_DTIME
Text
| Distinct | 3141 |
|---|---|
| Distinct (%) | 44.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.0 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Characters and Unicode
| Total characters | 49161 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1653 ? |
|---|---|
| Unique (%) | 23.5% |
Sample
| 1st row | 44:39.0 |
|---|---|
| 2nd row | 44:39.0 |
| 3rd row | 52:05.2 |
| 4th row | 33:26.0 |
| 5th row | 35:07.0 |
| Value | Count | Frequency (%) |
| 28:20.0 | 17 | 0.2% |
| 30:50.0 | 15 | 0.2% |
| 26:38.0 | 15 | 0.2% |
| 30:47.0 | 13 | 0.2% |
| 55:49.0 | 13 | 0.2% |
| 30:37.0 | 13 | 0.2% |
| 35:47.0 | 13 | 0.2% |
| 27:48.0 | 12 | 0.2% |
| 26:22.0 | 12 | 0.2% |
| 56:45.0 | 12 | 0.2% |
| Other values (3131) | 6888 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 9350 | |
| : | 7023 | |
| . | 7023 | |
| 2 | 4332 | |
| 5 | 4068 | |
| 3 | 3885 | |
| 4 | 3661 | 7.4% |
| 1 | 3650 | 7.4% |
| 6 | 1619 | 3.3% |
| 7 | 1597 | 3.2% |
| Other values (2) | 2953 | 6.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 35115 | |
| Other Punctuation | 14046 | 28.6% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 9350 | |
| 2 | 4332 | |
| 5 | 4068 | |
| 3 | 3885 | |
| 4 | 3661 | 10.4% |
| 1 | 3650 | 10.4% |
| 6 | 1619 | 4.6% |
| 7 | 1597 | 4.5% |
| 8 | 1482 | 4.2% |
| 9 | 1471 | 4.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 7023 | |
| . | 7023 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 49161 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 9350 | |
| : | 7023 | |
| . | 7023 | |
| 2 | 4332 | |
| 5 | 4068 | |
| 3 | 3885 | |
| 4 | 3661 | 7.4% |
| 1 | 3650 | 7.4% |
| 6 | 1619 | 3.3% |
| 7 | 1597 | 3.2% |
| Other values (2) | 2953 | 6.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49161 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 9350 | |
| : | 7023 | |
| . | 7023 | |
| 2 | 4332 | |
| 5 | 4068 | |
| 3 | 3885 | |
| 4 | 3661 | 7.4% |
| 1 | 3650 | 7.4% |
| 6 | 1619 | 3.3% |
| 7 | 1597 | 3.2% |
| Other values (2) | 2953 | 6.0% |
ER_EXAM_SUB_CNT
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.0 KiB |
| 5 | |
|---|---|
| <NA> | |
| 0 | |
| 2 | |
| 1 | 5 |
Length
| Max length | 4 |
|---|---|
| Median length | 1 |
| Mean length | 2.1456642 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 5 |
|---|---|
| 2nd row | 5 |
| 3rd row | 5 |
| 4th row | 5 |
| 5th row | 5 |
Common Values
| Value | Count | Frequency (%) |
| 5 | 2689 | |
| <NA> | 2682 | |
| 0 | 884 | 12.6% |
| 2 | 763 | 10.9% |
| 1 | 5 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 5 | 2689 | |
| na | 2682 | |
| 0 | 884 | 12.6% |
| 2 | 763 | 10.9% |
| 1 | 5 | 0.1% |
ER_EXAM_SUB1
Real number (ℝ)
MISSING ZEROS
| Distinct | 69 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 1369 |
| Missing (%) | 19.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.554652 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 770 |
| Zeros (%) | 11.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 61.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 40 |
| median | 55 |
| Q3 | 69 |
| 95-th percentile | 84 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 29 |
Descriptive statistics
| Standard deviation | 24.773785 |
|---|---|
| Coefficient of variation (CV) | 0.49003967 |
| Kurtosis | -0.083941964 |
| Mean | 50.554652 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | -0.82648 |
| Sum | 285836 |
| Variance | 613.74042 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 770 | 11.0% |
| 60 | 419 | 6.0% |
| 55 | 400 | 5.7% |
| 65 | 385 | 5.5% |
| 50 | 365 | 5.2% |
| 70 | 343 | 4.9% |
| 45 | 320 | 4.6% |
| 75 | 275 | 3.9% |
| 40 | 245 | 3.5% |
| 80 | 206 | 2.9% |
| Other values (59) | 1926 | |
| (Missing) | 1369 |
| Value | Count | Frequency (%) |
| 0 | 770 | |
| 5 | 2 | < 0.1% |
| 10 | 3 | < 0.1% |
| 15 | 13 | 0.2% |
| 20 | 31 | 0.4% |
| 22 | 3 | < 0.1% |
| 25 | 69 | 1.0% |
| 27 | 2 | < 0.1% |
| 29 | 8 | 0.1% |
| 30 | 111 | 1.6% |
| Value | Count | Frequency (%) |
| 100 | 4 | 0.1% |
| 95 | 29 | 0.4% |
| 94 | 1 | < 0.1% |
| 93 | 1 | < 0.1% |
| 90 | 91 | |
| 89 | 4 | 0.1% |
| 88 | 7 | 0.1% |
| 86 | 2 | < 0.1% |
| 85 | 141 | |
| 84 | 5 | 0.1% |
ER_EXAM_SUB2
Real number (ℝ)
MISSING ZEROS
| Distinct | 64 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 1841 |
| Missing (%) | 26.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 42.858935 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 980 |
| Zeros (%) | 14.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 61.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 35 |
| median | 50 |
| Q3 | 60 |
| 95-th percentile | 75 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 25 |
Descriptive statistics
| Standard deviation | 24.256136 |
|---|---|
| Coefficient of variation (CV) | 0.56595285 |
| Kurtosis | -0.58044589 |
| Mean | 42.858935 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | -0.63635898 |
| Sum | 222095 |
| Variance | 588.36014 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 980 | |
| 55 | 460 | 6.5% |
| 50 | 441 | 6.3% |
| 45 | 402 | 5.7% |
| 60 | 363 | 5.2% |
| 40 | 335 | 4.8% |
| 65 | 295 | 4.2% |
| 70 | 242 | 3.4% |
| 35 | 230 | 3.3% |
| 75 | 159 | 2.3% |
| Other values (54) | 1275 | |
| (Missing) | 1841 |
| Value | Count | Frequency (%) |
| 0 | 980 | |
| 5 | 2 | < 0.1% |
| 10 | 1 | < 0.1% |
| 15 | 7 | 0.1% |
| 17 | 2 | < 0.1% |
| 20 | 29 | 0.4% |
| 22 | 9 | 0.1% |
| 25 | 77 | 1.1% |
| 26 | 1 | < 0.1% |
| 27 | 18 | 0.3% |
| Value | Count | Frequency (%) |
| 100 | 1 | < 0.1% |
| 95 | 2 | < 0.1% |
| 90 | 15 | 0.2% |
| 86 | 2 | < 0.1% |
| 85 | 53 | |
| 81 | 6 | 0.1% |
| 80 | 106 | |
| 78 | 6 | 0.1% |
| 77 | 1 | < 0.1% |
| 76 | 17 | 0.2% |
ER_EXAM_SUB3
Real number (ℝ)
MISSING ZEROS
| Distinct | 73 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 1355 |
| Missing (%) | 19.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 51.044989 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 724 |
| Zeros (%) | 10.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 61.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 40 |
| median | 55 |
| Q3 | 68 |
| 95-th percentile | 80 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 28 |
Descriptive statistics
| Standard deviation | 24.12357 |
|---|---|
| Coefficient of variation (CV) | 0.47259428 |
| Kurtosis | 0.10502248 |
| Mean | 51.044989 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | -0.90058311 |
| Sum | 289323 |
| Variance | 581.94663 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 724 | 10.3% |
| 60 | 465 | 6.6% |
| 55 | 462 | 6.6% |
| 65 | 416 | 5.9% |
| 70 | 362 | 5.2% |
| 50 | 347 | 4.9% |
| 45 | 317 | 4.5% |
| 75 | 274 | 3.9% |
| 40 | 254 | 3.6% |
| 80 | 193 | 2.7% |
| Other values (63) | 1854 | |
| (Missing) | 1355 |
| Value | Count | Frequency (%) |
| 0 | 724 | |
| 5 | 1 | < 0.1% |
| 10 | 4 | 0.1% |
| 15 | 16 | 0.2% |
| 20 | 22 | 0.3% |
| 22 | 5 | 0.1% |
| 24 | 1 | < 0.1% |
| 25 | 66 | 0.9% |
| 27 | 8 | 0.1% |
| 29 | 4 | 0.1% |
| Value | Count | Frequency (%) |
| 100 | 8 | 0.1% |
| 95 | 23 | 0.3% |
| 93 | 1 | < 0.1% |
| 91 | 3 | < 0.1% |
| 90 | 64 | |
| 89 | 1 | < 0.1% |
| 88 | 8 | 0.1% |
| 87 | 1 | < 0.1% |
| 86 | 10 | 0.1% |
| 85 | 113 |
ER_EXAM_SUB4
Real number (ℝ)
MISSING ZEROS
| Distinct | 80 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 1844 |
| Missing (%) | 26.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 42.616142 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 1008 |
| Zeros (%) | 14.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 61.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 30 |
| median | 48 |
| Q3 | 60 |
| 95-th percentile | 75 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 30 |
Descriptive statistics
| Standard deviation | 24.82093 |
|---|---|
| Coefficient of variation (CV) | 0.58243025 |
| Kurtosis | -0.67892139 |
| Mean | 42.616142 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | -0.5533494 |
| Sum | 220709 |
| Variance | 616.07858 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1008 | |
| 55 | 357 | 5.1% |
| 50 | 357 | 5.1% |
| 60 | 314 | 4.5% |
| 45 | 289 | 4.1% |
| 65 | 264 | 3.8% |
| 40 | 234 | 3.3% |
| 70 | 228 | 3.2% |
| 35 | 184 | 2.6% |
| 75 | 159 | 2.3% |
| Other values (70) | 1785 | |
| (Missing) | 1844 |
| Value | Count | Frequency (%) |
| 0 | 1008 | |
| 5 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 10 | 4 | 0.1% |
| 15 | 10 | 0.1% |
| 17 | 2 | < 0.1% |
| 18 | 2 | < 0.1% |
| 20 | 29 | 0.4% |
| 22 | 13 | 0.2% |
| 23 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 1 | < 0.1% |
| 96 | 1 | < 0.1% |
| 95 | 8 | 0.1% |
| 91 | 4 | 0.1% |
| 90 | 26 | |
| 89 | 1 | < 0.1% |
| 88 | 2 | < 0.1% |
| 87 | 2 | < 0.1% |
| 86 | 4 | 0.1% |
| 85 | 47 |
ER_EXAM_SUB5
Real number (ℝ)
MISSING ZEROS
| Distinct | 72 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 1843 |
| Missing (%) | 26.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.61834 |
| Minimum | 0 |
|---|---|
| Maximum | 99 |
| Zeros | 1007 |
| Zeros (%) | 14.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 61.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 27 |
| median | 45 |
| Q3 | 59 |
| 95-th percentile | 72.05 |
| Maximum | 99 |
| Range | 99 |
| Interquartile range (IQR) | 32 |
Descriptive statistics
| Standard deviation | 23.908384 |
|---|---|
| Coefficient of variation (CV) | 0.58861057 |
| Kurtosis | -0.7720806 |
| Mean | 40.61834 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | -0.54902512 |
| Sum | 210403 |
| Variance | 571.61082 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1007 | |
| 55 | 395 | 5.6% |
| 50 | 382 | 5.4% |
| 60 | 352 | 5.0% |
| 45 | 337 | 4.8% |
| 65 | 312 | 4.4% |
| 40 | 256 | 3.6% |
| 70 | 195 | 2.8% |
| 35 | 171 | 2.4% |
| 75 | 134 | 1.9% |
| Other values (62) | 1639 | |
| (Missing) | 1843 |
| Value | Count | Frequency (%) |
| 0 | 1007 | |
| 5 | 2 | < 0.1% |
| 7 | 2 | < 0.1% |
| 10 | 9 | 0.1% |
| 12 | 7 | 0.1% |
| 14 | 2 | < 0.1% |
| 15 | 27 | 0.4% |
| 17 | 15 | 0.2% |
| 19 | 9 | 0.1% |
| 20 | 43 | 0.6% |
| Value | Count | Frequency (%) |
| 99 | 1 | < 0.1% |
| 90 | 11 | 0.2% |
| 87 | 1 | < 0.1% |
| 86 | 2 | < 0.1% |
| 85 | 24 | 0.3% |
| 82 | 1 | < 0.1% |
| 80 | 66 | |
| 79 | 1 | < 0.1% |
| 78 | 3 | < 0.1% |
| 77 | 4 | 0.1% |
ER_EXAM_SUB6
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.0 KiB |
| <NA> | |
|---|---|
| 0 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.2853481 |
| 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 (%) |
| <NA> | 5350 | |
| 0 | 1673 | 23.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| na | 5350 | |
| 0 | 1673 | 23.8% |
ER_EXAM_SUB7
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.0 KiB |
| <NA> | |
|---|---|
| 0 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.284921 |
| 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 (%) |
| <NA> | 5349 | |
| 0 | 1674 | 23.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| na | 5349 | |
| 0 | 1674 | 23.8% |
ER_EXAM_SUB8
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.0 KiB |
| <NA> | |
|---|---|
| 0 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.284921 |
| 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 (%) |
| <NA> | 5349 | |
| 0 | 1674 | 23.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| na | 5349 | |
| 0 | 1674 | 23.8% |
ER_EXAM_SUB9
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.0 KiB |
| <NA> | |
|---|---|
| 0 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.284921 |
| 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 (%) |
| <NA> | 5349 | |
| 0 | 1674 | 23.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| na | 5349 | |
| 0 | 1674 | 23.8% |
ER_EXAM_SUB10
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.0 KiB |
| <NA> | |
|---|---|
| 0 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.284921 |
| 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 (%) |
| <NA> | 5349 | |
| 0 | 1674 | 23.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| na | 5349 | |
| 0 | 1674 | 23.8% |
LAST_EDU
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.0 KiB |
| <NA> | |
|---|---|
| 대졸 | |
| 석/박사 | |
| 고졸 | 238 |
| 초대졸 | 126 |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 3.4046704 |
| Min length | 2 |
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> | 3731 | |
| 대졸 | 2169 | |
| 석/박사 | 759 | 10.8% |
| 고졸 | 238 | 3.4% |
| 초대졸 | 126 | 1.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| na | 3731 | |
| 대졸 | 2169 | |
| 석/박사 | 759 | 10.8% |
| 고졸 | 238 | 3.4% |
| 초대졸 | 126 | 1.8% |
HADICAP_YN
Boolean
IMBALANCE MISSING
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 3696 |
| Missing (%) | 52.6% |
| Memory size | 13.8 KiB |
| False | |
|---|---|
| True | 45 |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 3282 | |
| True | 45 | 0.6% |
| (Missing) | 3696 |
HADICAP_FNAME
Text
MISSING
| Distinct | 10 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 7013 |
| Missing (%) | 99.9% |
| Memory size | 55.0 KiB |
Length
| Max length | 19 |
|---|---|
| Median length | 16 |
| Mean length | 11.6 |
| Min length | 7 |
Characters and Unicode
| Total characters | 116 |
|---|---|
| Distinct characters | 44 |
| Distinct categories | 8 ? |
| Distinct scripts | 3 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 10 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 홈페이지 - 복사본.zip |
|---|---|
| 2nd row | 장애증빙자료.zip |
| 3rd row | Desktop.zip |
| 4th row | 장애인증명서1.pdf |
| 5th row | 장애증빙자료1.zip |
| Value | Count | Frequency (%) |
| 홈페이지 | 1 | |
| 1 | ||
| 복사본.zip | 1 | |
| 장애증빙자료.zip | 1 | |
| desktop.zip | 1 | |
| 장애인증명서1.pdf | 1 | |
| 장애증빙자료1.zip | 1 | |
| 소견서.zip | 1 | |
| 20190329_임신확인서.zip | 1 | |
| 002.zip | 1 | |
| Other values (2) | 2 |
Most occurring characters
| Value | Count | Frequency (%) |
| p | 11 | 9.5% |
| 0 | 10 | 8.6% |
| . | 10 | 8.6% |
| z | 9 | 7.8% |
| i | 9 | 7.8% |
| 2 | 6 | 5.2% |
| 1 | 5 | 4.3% |
| 9 | 4 | 3.4% |
| 애 | 3 | 2.6% |
| 장 | 3 | 2.6% |
| Other values (34) | 46 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 37 | |
| Lowercase Letter | 36 | |
| Decimal Number | 27 | |
| Other Punctuation | 10 | 8.6% |
| Space Separator | 2 | 1.7% |
| Connector Punctuation | 2 | 1.7% |
| Uppercase Letter | 1 | 0.9% |
| Dash Punctuation | 1 | 0.9% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 애 | 3 | 8.1% |
| 장 | 3 | 8.1% |
| 증 | 3 | 8.1% |
| 서 | 3 | 8.1% |
| 인 | 2 | 5.4% |
| 복 | 2 | 5.4% |
| 빙 | 2 | 5.4% |
| 자 | 2 | 5.4% |
| 료 | 2 | 5.4% |
| 지 | 2 | 5.4% |
| Other values (13) | 13 |
Lowercase Letter
| Value | Count | Frequency (%) |
| p | 11 | |
| z | 9 | |
| i | 9 | |
| f | 1 | 2.8% |
| k | 1 | 2.8% |
| d | 1 | 2.8% |
| o | 1 | 2.8% |
| t | 1 | 2.8% |
| s | 1 | 2.8% |
| e | 1 | 2.8% |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 10 | |
| 2 | 6 | |
| 1 | 5 | |
| 9 | 4 | 14.8% |
| 3 | 1 | 3.7% |
| 5 | 1 | 3.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 10 |
Space Separator
| Value | Count | Frequency (%) |
| 2 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 2 |
Uppercase Letter
| Value | Count | Frequency (%) |
| D | 1 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 42 | |
| Latin | 37 | |
| Hangul | 37 |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 애 | 3 | 8.1% |
| 장 | 3 | 8.1% |
| 증 | 3 | 8.1% |
| 서 | 3 | 8.1% |
| 인 | 2 | 5.4% |
| 복 | 2 | 5.4% |
| 빙 | 2 | 5.4% |
| 자 | 2 | 5.4% |
| 료 | 2 | 5.4% |
| 지 | 2 | 5.4% |
| Other values (13) | 13 |
Latin
| Value | Count | Frequency (%) |
| p | 11 | |
| z | 9 | |
| i | 9 | |
| f | 1 | 2.7% |
| k | 1 | 2.7% |
| d | 1 | 2.7% |
| o | 1 | 2.7% |
| t | 1 | 2.7% |
| s | 1 | 2.7% |
| e | 1 | 2.7% |
Common
| Value | Count | Frequency (%) |
| 0 | 10 | |
| . | 10 | |
| 2 | 6 | |
| 1 | 5 | |
| 9 | 4 | 9.5% |
| 2 | 4.8% | |
| _ | 2 | 4.8% |
| 3 | 1 | 2.4% |
| - | 1 | 2.4% |
| 5 | 1 | 2.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 79 | |
| Hangul | 37 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| p | 11 | |
| 0 | 10 | |
| . | 10 | |
| z | 9 | |
| i | 9 | |
| 2 | 6 | |
| 1 | 5 | |
| 9 | 4 | 5.1% |
| 2 | 2.5% | |
| _ | 2 | 2.5% |
| Other values (11) | 11 |
Hangul
| Value | Count | Frequency (%) |
| 애 | 3 | 8.1% |
| 장 | 3 | 8.1% |
| 증 | 3 | 8.1% |
| 서 | 3 | 8.1% |
| 인 | 2 | 5.4% |
| 복 | 2 | 5.4% |
| 빙 | 2 | 5.4% |
| 자 | 2 | 5.4% |
| 료 | 2 | 5.4% |
| 지 | 2 | 5.4% |
| Other values (13) | 13 |
HADICAP_PATH
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.0 KiB |
| <NA> | |
|---|---|
| /files/receipt/ |
Length
| Max length | 15 |
|---|---|
| Median length | 4 |
| Mean length | 9.1593336 |
| 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> | 3729 | |
| /files/receipt/ | 3294 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| na | 3729 | |
| files/receipt | 3294 |
LAST_EDU_NM
Text
MISSING
| Distinct | 193 |
|---|---|
| Distinct (%) | 23.3% |
| Missing | 6195 |
| Missing (%) | 88.2% |
| Memory size | 55.0 KiB |
Length
| Max length | 37 |
|---|---|
| Median length | 5 |
| Mean length | 5.7330918 |
| Min length | 2 |
Characters and Unicode
| Total characters | 4747 |
|---|---|
| Distinct characters | 186 |
| Distinct categories | 8 ? |
| Distinct scripts | 3 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 85 ? |
|---|---|
| Unique (%) | 10.3% |
Sample
| 1st row | 을지대학교 |
|---|---|
| 2nd row | 인천대학교 |
| 3rd row | 전남대학교 |
| 4th row | 서울시립대학교 |
| 5th row | 전북대학교 |
| Value | Count | Frequency (%) |
| 건국대학교 | 38 | 4.4% |
| 인제대학교 | 34 | 3.9% |
| 연세대학교 | 34 | 3.9% |
| 전북대학교 | 30 | 3.5% |
| 을지대학교 | 27 | 3.1% |
| 건양대학교 | 26 | 3.0% |
| 부경대학교 | 24 | 2.8% |
| 가천대학교 | 21 | 2.4% |
| 단국대학교 | 18 | 2.1% |
| 금오공과대학교 | 17 | 2.0% |
| Other values (189) | 594 |
Most occurring characters
| Value | Count | Frequency (%) |
| 대 | 865 | |
| 학 | 829 | |
| 교 | 794 | |
| 국 | 95 | 2.0% |
| 건 | 75 | 1.6% |
| 경 | 71 | 1.5% |
| 한 | 69 | 1.5% |
| 전 | 62 | 1.3% |
| 가 | 59 | 1.2% |
| 북 | 55 | 1.2% |
| Other values (176) | 1773 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 4546 | |
| Lowercase Letter | 112 | 2.4% |
| Space Separator | 43 | 0.9% |
| Uppercase Letter | 37 | 0.8% |
| Decimal Number | 4 | 0.1% |
| Other Punctuation | 3 | 0.1% |
| Math Symbol | 1 | < 0.1% |
| Dash Punctuation | 1 | < 0.1% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 대 | 865 | |
| 학 | 829 | |
| 교 | 794 | |
| 국 | 95 | 2.1% |
| 건 | 75 | 1.6% |
| 경 | 71 | 1.6% |
| 한 | 69 | 1.5% |
| 전 | 62 | 1.4% |
| 가 | 59 | 1.3% |
| 북 | 55 | 1.2% |
| Other values (136) | 1572 |
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 18 | |
| n | 16 | |
| e | 12 | |
| s | 10 | |
| o | 10 | |
| t | 9 | |
| y | 7 | 6.2% |
| r | 7 | 6.2% |
| v | 5 | 4.5% |
| a | 5 | 4.5% |
| Other values (6) | 13 |
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 7 | |
| S | 4 | |
| M | 4 | |
| I | 3 | |
| R | 3 | |
| T | 3 | |
| N | 2 | 5.4% |
| E | 2 | 5.4% |
| O | 2 | 5.4% |
| G | 1 | 2.7% |
| Other values (6) | 6 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 2 | |
| 4 | 1 | |
| 2 | 1 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 2 | |
| , | 1 |
Space Separator
| Value | Count | Frequency (%) |
| 43 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 1 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 4546 | |
| Latin | 149 | 3.1% |
| Common | 52 | 1.1% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 대 | 865 | |
| 학 | 829 | |
| 교 | 794 | |
| 국 | 95 | 2.1% |
| 건 | 75 | 1.6% |
| 경 | 71 | 1.6% |
| 한 | 69 | 1.5% |
| 전 | 62 | 1.4% |
| 가 | 59 | 1.3% |
| 북 | 55 | 1.2% |
| Other values (136) | 1572 |
Latin
| Value | Count | Frequency (%) |
| i | 18 | 12.1% |
| n | 16 | 10.7% |
| e | 12 | 8.1% |
| s | 10 | 6.7% |
| o | 10 | 6.7% |
| t | 9 | 6.0% |
| y | 7 | 4.7% |
| r | 7 | 4.7% |
| U | 7 | 4.7% |
| v | 5 | 3.4% |
| Other values (22) | 48 |
Common
| Value | Count | Frequency (%) |
| 43 | ||
| . | 2 | 3.8% |
| 1 | 2 | 3.8% |
| 4 | 1 | 1.9% |
| 2 | 1 | 1.9% |
| + | 1 | 1.9% |
| , | 1 | 1.9% |
| - | 1 | 1.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 4546 | |
| ASCII | 201 | 4.2% |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 대 | 865 | |
| 학 | 829 | |
| 교 | 794 | |
| 국 | 95 | 2.1% |
| 건 | 75 | 1.6% |
| 경 | 71 | 1.6% |
| 한 | 69 | 1.5% |
| 전 | 62 | 1.4% |
| 가 | 59 | 1.3% |
| 북 | 55 | 1.2% |
| Other values (136) | 1572 |
ASCII
| Value | Count | Frequency (%) |
| 43 | ||
| i | 18 | 9.0% |
| n | 16 | 8.0% |
| e | 12 | 6.0% |
| s | 10 | 5.0% |
| o | 10 | 5.0% |
| t | 9 | 4.5% |
| y | 7 | 3.5% |
| r | 7 | 3.5% |
| U | 7 | 3.5% |
| Other values (30) | 62 |
MISSING
| Distinct | 195 |
|---|---|
| Distinct (%) | 26.8% |
| Missing | 6296 |
| Missing (%) | 89.6% |
| Memory size | 55.0 KiB |
Length
| Max length | 26 |
|---|---|
| Median length | 19 |
| Mean length | 11.13205 |
| Min length | 5 |
Characters and Unicode
| Total characters | 8093 |
|---|---|
| Distinct characters | 130 |
| Distinct categories | 6 ? |
| Distinct scripts | 3 ? |
| Distinct blocks | 3 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 98 ? |
|---|---|
| Unique (%) | 13.5% |
Sample
| 1st row | 방사선학(과·전공) |
|---|---|
| 2nd row | 생명과학전공 |
| 3rd row | 의공학(과·전공·부) |
| 4th row | 생명과학(과·전공·부·계열·군) |
| 5th row | 바이오메디컬공학부 |
| Value | Count | Frequency (%) |
| 의공학(과·전공·부 | 83 | 11.4% |
| 의용공학(과·전공 | 37 | 5.1% |
| 화학(과·부 | 29 | 4.0% |
| 생명공학(과·전공·부·공학전공 | 24 | 3.3% |
| 바이오메디컬공학부 | 23 | 3.2% |
| 의료공학과 | 22 | 3.0% |
| 의료공학(과·부·전공 | 22 | 3.0% |
| 생명과학(과·전공·부·계열·군 | 20 | 2.7% |
| 의학공학부 | 12 | 1.6% |
| 화학·화학공학과군 | 11 | 1.5% |
| Other values (187) | 446 |
Most occurring characters
| Value | Count | Frequency (%) |
| · | 1023 | |
| 공 | 1011 | |
| 학 | 868 | |
| 과 | 741 | 9.2% |
| 전 | 578 | 7.1% |
| ( | 524 | 6.5% |
| ) | 523 | 6.5% |
| 부 | 396 | 4.9% |
| 의 | 246 | 3.0% |
| 생 | 190 | 2.3% |
| Other values (120) | 1993 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 5987 | |
| Other Punctuation | 1035 | 12.8% |
| Open Punctuation | 524 | 6.5% |
| Close Punctuation | 523 | 6.5% |
| Uppercase Letter | 22 | 0.3% |
| Space Separator | 2 | < 0.1% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 공 | 1011 | |
| 학 | 868 | |
| 과 | 741 | |
| 전 | 578 | 9.7% |
| 부 | 396 | 6.6% |
| 의 | 246 | 4.1% |
| 생 | 190 | 3.2% |
| 화 | 148 | 2.5% |
| 명 | 113 | 1.9% |
| 군 | 109 | 1.8% |
| Other values (112) | 1587 |
Other Punctuation
| Value | Count | Frequency (%) |
| · | 1023 | |
| . | 10 | 1.0% |
| , | 2 | 0.2% |
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 11 | |
| T | 11 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 524 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 523 |
Space Separator
| Value | Count | Frequency (%) |
| 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 5987 | |
| Common | 2084 | 25.8% |
| Latin | 22 | 0.3% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 공 | 1011 | |
| 학 | 868 | |
| 과 | 741 | |
| 전 | 578 | 9.7% |
| 부 | 396 | 6.6% |
| 의 | 246 | 4.1% |
| 생 | 190 | 3.2% |
| 화 | 148 | 2.5% |
| 명 | 113 | 1.9% |
| 군 | 109 | 1.8% |
| Other values (112) | 1587 |
Common
| Value | Count | Frequency (%) |
| · | 1023 | |
| ( | 524 | |
| ) | 523 | |
| . | 10 | 0.5% |
| , | 2 | 0.1% |
| 2 | 0.1% |
Latin
| Value | Count | Frequency (%) |
| I | 11 | |
| T | 11 |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 5987 | |
| ASCII | 1083 | 13.4% |
| None | 1023 | 12.6% |
Most frequent character per block
None
| Value | Count | Frequency (%) |
| · | 1023 |
Hangul
| Value | Count | Frequency (%) |
| 공 | 1011 | |
| 학 | 868 | |
| 과 | 741 | |
| 전 | 578 | 9.7% |
| 부 | 396 | 6.6% |
| 의 | 246 | 4.1% |
| 생 | 190 | 3.2% |
| 화 | 148 | 2.5% |
| 명 | 113 | 1.9% |
| 군 | 109 | 1.8% |
| Other values (112) | 1587 |
ASCII
| Value | Count | Frequency (%) |
| ( | 524 | |
| ) | 523 | |
| I | 11 | 1.0% |
| T | 11 | 1.0% |
| . | 10 | 0.9% |
| , | 2 | 0.2% |
| 2 | 0.2% |
GRADUATION_DATE
Date
MISSING
| Distinct | 305 |
|---|---|
| Distinct (%) | 36.8% |
| Missing | 6195 |
| Missing (%) | 88.2% |
| Memory size | 55.0 KiB |
| Minimum | 1973-01-02 00:00:00 |
|---|---|
| Maximum | 2021-02-25 00:00:00 |
Histogram with fixed size bins (bins=50)
MISSING
| Distinct | 828 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 6195 |
| Missing (%) | 88.2% |
| Memory size | 55.0 KiB |
Length
| Max length | 43 |
|---|---|
| Median length | 34 |
| Mean length | 14.082126 |
| Min length | 6 |
Characters and Unicode
| Total characters | 11660 |
|---|---|
| Distinct characters | 284 |
| Distinct categories | 10 ? |
| Distinct scripts | 3 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 828 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 졸업증명서38.zip |
|---|---|
| 2nd row | 김수현 졸업증빙.zip |
| 3rd row | 학위증명서_양윤라.zip |
| 4th row | 졸업증명서78.zip |
| 5th row | 전북대학교_졸업예정증명서1.zip |
| Value | Count | Frequency (%) |
| 졸업증명서.zip | 35 | 3.3% |
| 졸업증명서 | 25 | 2.4% |
| 졸업 | 9 | 0.9% |
| 증명서.zip | 8 | 0.8% |
| 8 | 0.8% | |
| 학부 | 6 | 0.6% |
| 새 | 6 | 0.6% |
| 2).zip | 6 | 0.6% |
| 졸업증명서1.zip | 5 | 0.5% |
| 학사 | 5 | 0.5% |
| Other values (879) | 938 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 860 | 7.4% |
| . | 852 | 7.3% |
| p | 848 | 7.3% |
| z | 821 | 7.0% |
| 증 | 699 | 6.0% |
| 명 | 662 | 5.7% |
| 서 | 650 | 5.6% |
| 업 | 602 | 5.2% |
| 졸 | 600 | 5.1% |
| _ | 309 | 2.7% |
| Other values (274) | 4757 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 5575 | |
| Lowercase Letter | 2968 | |
| Decimal Number | 1325 | 11.4% |
| Other Punctuation | 863 | 7.4% |
| Connector Punctuation | 309 | 2.7% |
| Space Separator | 223 | 1.9% |
| Uppercase Letter | 142 | 1.2% |
| Dash Punctuation | 86 | 0.7% |
| Close Punctuation | 85 | 0.7% |
| Open Punctuation | 84 | 0.7% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 증 | 699 | |
| 명 | 662 | 11.9% |
| 서 | 650 | 11.7% |
| 업 | 602 | 10.8% |
| 졸 | 600 | 10.8% |
| 학 | 256 | 4.6% |
| 대 | 140 | 2.5% |
| 교 | 102 | 1.8% |
| 정 | 91 | 1.6% |
| 김 | 74 | 1.3% |
| Other values (207) | 1699 |
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 860 | |
| p | 848 | |
| z | 821 | |
| a | 67 | 2.3% |
| e | 50 | 1.7% |
| t | 43 | 1.4% |
| r | 33 | 1.1% |
| n | 32 | 1.1% |
| o | 31 | 1.0% |
| d | 25 | 0.8% |
| Other values (14) | 158 | 5.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 13 | 9.2% |
| D | 11 | 7.7% |
| R | 10 | 7.0% |
| P | 10 | 7.0% |
| I | 10 | 7.0% |
| K | 9 | 6.3% |
| S | 9 | 6.3% |
| G | 9 | 6.3% |
| A | 8 | 5.6% |
| E | 7 | 4.9% |
| Other values (13) | 46 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 302 | |
| 2 | 236 | |
| 0 | 215 | |
| 3 | 103 | 7.8% |
| 4 | 97 | 7.3% |
| 5 | 94 | 7.1% |
| 9 | 86 | 6.5% |
| 6 | 71 | 5.4% |
| 8 | 66 | 5.0% |
| 7 | 55 | 4.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 852 | |
| , | 9 | 1.0% |
| ! | 2 | 0.2% |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 81 | |
| ] | 4 | 4.7% |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 80 | |
| [ | 4 | 4.8% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 309 |
Space Separator
| Value | Count | Frequency (%) |
| 223 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 86 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 5575 | |
| Latin | 3110 | |
| Common | 2975 |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 증 | 699 | |
| 명 | 662 | 11.9% |
| 서 | 650 | 11.7% |
| 업 | 602 | 10.8% |
| 졸 | 600 | 10.8% |
| 학 | 256 | 4.6% |
| 대 | 140 | 2.5% |
| 교 | 102 | 1.8% |
| 정 | 91 | 1.6% |
| 김 | 74 | 1.3% |
| Other values (207) | 1699 |
Latin
| Value | Count | Frequency (%) |
| i | 860 | |
| p | 848 | |
| z | 821 | |
| a | 67 | 2.2% |
| e | 50 | 1.6% |
| t | 43 | 1.4% |
| r | 33 | 1.1% |
| n | 32 | 1.0% |
| o | 31 | 1.0% |
| d | 25 | 0.8% |
| Other values (37) | 300 | 9.6% |
Common
| Value | Count | Frequency (%) |
| . | 852 | |
| _ | 309 | 10.4% |
| 1 | 302 | 10.2% |
| 2 | 236 | 7.9% |
| 223 | 7.5% | |
| 0 | 215 | 7.2% |
| 3 | 103 | 3.5% |
| 4 | 97 | 3.3% |
| 5 | 94 | 3.2% |
| - | 86 | 2.9% |
| Other values (10) | 458 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6085 | |
| Hangul | 5575 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 860 | |
| . | 852 | |
| p | 848 | |
| z | 821 | |
| _ | 309 | 5.1% |
| 1 | 302 | 5.0% |
| 2 | 236 | 3.9% |
| 223 | 3.7% | |
| 0 | 215 | 3.5% |
| 3 | 103 | 1.7% |
| Other values (57) | 1316 |
Hangul
| Value | Count | Frequency (%) |
| 증 | 699 | |
| 명 | 662 | 11.9% |
| 서 | 650 | 11.7% |
| 업 | 602 | 10.8% |
| 졸 | 600 | 10.8% |
| 학 | 256 | 4.6% |
| 대 | 140 | 2.5% |
| 교 | 102 | 1.8% |
| 정 | 91 | 1.6% |
| 김 | 74 | 1.3% |
| Other values (207) | 1699 |
EDU_EVIDENCE_PATH
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.0 KiB |
| <NA> | |
|---|---|
| /files/receipt/ |
Length
| Max length | 15 |
|---|---|
| Median length | 4 |
| Mean length | 5.2968817 |
| 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> | 6195 | |
| /files/receipt/ | 828 | 11.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| na | 6195 | |
| files/receipt | 828 | 11.8% |
TOTAL_CAREER
Text
MISSING
| Distinct | 106 |
|---|---|
| Distinct (%) | 47.3% |
| Missing | 6799 |
| Missing (%) | 96.8% |
| Memory size | 55.0 KiB |
Length
| Max length | 8 |
|---|---|
| Median length | 6 |
| Mean length | 6.2142857 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1392 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 51 ? |
|---|---|
| Unique (%) | 22.8% |
Sample
| 1st row | 3년 7개월 |
|---|---|
| 2nd row | 2년 0개월 |
| 3rd row | 7년 8개월 |
| 4th row | 2년 9개월 |
| 5th row | 3년 5개월 |
| Value | Count | Frequency (%) |
| 1년 | 40 | 8.9% |
| 3년 | 34 | 7.6% |
| 2년 | 32 | 7.2% |
| 5년 | 28 | 6.3% |
| 0개월 | 27 | 6.0% |
| 4년 | 24 | 5.4% |
| 9개월 | 23 | 5.1% |
| 2개월 | 23 | 5.1% |
| 1개월 | 21 | 4.7% |
| 4개월 | 19 | 4.3% |
| Other values (19) | 176 |
Most occurring characters
| Value | Count | Frequency (%) |
| 개 | 224 | |
| 월 | 224 | |
| 년 | 223 | |
| 223 | ||
| 1 | 131 | |
| 2 | 59 | 4.2% |
| 3 | 51 | 3.7% |
| 0 | 49 | 3.5% |
| 4 | 45 | 3.2% |
| 5 | 43 | 3.1% |
| Other values (4) | 120 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 671 | |
| Decimal Number | 498 | |
| Space Separator | 223 | 16.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 131 | |
| 2 | 59 | |
| 3 | 51 | 10.2% |
| 0 | 49 | 9.8% |
| 4 | 45 | 9.0% |
| 5 | 43 | 8.6% |
| 7 | 34 | 6.8% |
| 6 | 30 | 6.0% |
| 9 | 28 | 5.6% |
| 8 | 28 | 5.6% |
Other Letter
| Value | Count | Frequency (%) |
| 개 | 224 | |
| 월 | 224 | |
| 년 | 223 |
Space Separator
| Value | Count | Frequency (%) |
| 223 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 721 | |
| Hangul | 671 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 223 | ||
| 1 | 131 | |
| 2 | 59 | 8.2% |
| 3 | 51 | 7.1% |
| 0 | 49 | 6.8% |
| 4 | 45 | 6.2% |
| 5 | 43 | 6.0% |
| 7 | 34 | 4.7% |
| 6 | 30 | 4.2% |
| 9 | 28 | 3.9% |
Hangul
| Value | Count | Frequency (%) |
| 개 | 224 | |
| 월 | 224 | |
| 년 | 223 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 721 | |
| Hangul | 671 |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 개 | 224 | |
| 월 | 224 | |
| 년 | 223 |
ASCII
| Value | Count | Frequency (%) |
| 223 | ||
| 1 | 131 | |
| 2 | 59 | 8.2% |
| 3 | 51 | 7.1% |
| 0 | 49 | 6.8% |
| 4 | 45 | 6.2% |
| 5 | 43 | 6.0% |
| 7 | 34 | 4.7% |
| 6 | 30 | 4.2% |
| 9 | 28 | 3.9% |
MISSING
| Distinct | 225 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 6798 |
| Missing (%) | 96.8% |
| Memory size | 55.0 KiB |
Length
| Max length | 47 |
|---|---|
| Median length | 31 |
| Mean length | 13.902222 |
| Min length | 6 |
Characters and Unicode
| Total characters | 3128 |
|---|---|
| Distinct characters | 230 |
| Distinct categories | 10 ? |
| Distinct scripts | 3 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 225 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 경력증명서4.zip |
|---|---|
| 2nd row | 전효진_재직증명_건강보험.zip |
| 3rd row | 경력증명13.zip |
| 4th row | 경력정보 증명서_김명선.zip |
| 5th row | 경력증빙자료14.zip |
| Value | Count | Frequency (%) |
| 경력증명서.zip | 7 | 2.3% |
| 재직증명서.zip | 6 | 2.0% |
| 경력 | 5 | 1.6% |
| 김상욱 | 3 | 1.0% |
| 및 | 3 | 1.0% |
| 경력증명서 | 3 | 1.0% |
| 재직증명서 | 3 | 1.0% |
| 3 | 1.0% | |
| 주)파마리서치프로덕트 | 2 | 0.7% |
| ra자격증 | 2 | 0.7% |
| Other values (261) | 267 |
Most occurring characters
| Value | Count | Frequency (%) |
| p | 230 | 7.4% |
| . | 229 | 7.3% |
| i | 223 | 7.1% |
| z | 221 | 7.1% |
| 증 | 172 | 5.5% |
| 서 | 154 | 4.9% |
| 명 | 147 | 4.7% |
| 경 | 96 | 3.1% |
| 력 | 93 | 3.0% |
| 1 | 88 | 2.8% |
| Other values (220) | 1475 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 1450 | |
| Lowercase Letter | 753 | |
| Decimal Number | 423 | 13.5% |
| Other Punctuation | 234 | 7.5% |
| Space Separator | 79 | 2.5% |
| Connector Punctuation | 73 | 2.3% |
| Uppercase Letter | 56 | 1.8% |
| Close Punctuation | 22 | 0.7% |
| Open Punctuation | 22 | 0.7% |
| Dash Punctuation | 16 | 0.5% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 증 | 172 | 11.9% |
| 서 | 154 | 10.6% |
| 명 | 147 | 10.1% |
| 경 | 96 | 6.6% |
| 력 | 93 | 6.4% |
| 직 | 65 | 4.5% |
| 재 | 64 | 4.4% |
| 자 | 36 | 2.5% |
| 빙 | 26 | 1.8% |
| 이 | 22 | 1.5% |
| Other values (162) | 575 |
Lowercase Letter
| Value | Count | Frequency (%) |
| p | 230 | |
| i | 223 | |
| z | 221 | |
| e | 11 | 1.5% |
| o | 10 | 1.3% |
| a | 8 | 1.1% |
| k | 8 | 1.1% |
| s | 6 | 0.8% |
| t | 6 | 0.8% |
| n | 5 | 0.7% |
| Other values (10) | 25 | 3.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 9 | |
| D | 7 | |
| R | 7 | |
| C | 5 | |
| S | 4 | 7.1% |
| N | 3 | 5.4% |
| P | 3 | 5.4% |
| I | 3 | 5.4% |
| K | 3 | 5.4% |
| Z | 2 | 3.6% |
| Other values (9) | 10 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 88 | |
| 2 | 74 | |
| 0 | 52 | |
| 3 | 46 | |
| 4 | 42 | |
| 9 | 32 | 7.6% |
| 5 | 28 | 6.6% |
| 7 | 23 | 5.4% |
| 6 | 19 | 4.5% |
| 8 | 19 | 4.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 229 | |
| , | 5 | 2.1% |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 21 | |
| ] | 1 | 4.5% |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 21 | |
| [ | 1 | 4.5% |
Space Separator
| Value | Count | Frequency (%) |
| 79 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 73 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 16 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 1450 | |
| Common | 869 | |
| Latin | 809 |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 증 | 172 | 11.9% |
| 서 | 154 | 10.6% |
| 명 | 147 | 10.1% |
| 경 | 96 | 6.6% |
| 력 | 93 | 6.4% |
| 직 | 65 | 4.5% |
| 재 | 64 | 4.4% |
| 자 | 36 | 2.5% |
| 빙 | 26 | 1.8% |
| 이 | 22 | 1.5% |
| Other values (162) | 575 |
Latin
| Value | Count | Frequency (%) |
| p | 230 | |
| i | 223 | |
| z | 221 | |
| e | 11 | 1.4% |
| o | 10 | 1.2% |
| A | 9 | 1.1% |
| a | 8 | 1.0% |
| k | 8 | 1.0% |
| D | 7 | 0.9% |
| R | 7 | 0.9% |
| Other values (29) | 75 | 9.3% |
Common
| Value | Count | Frequency (%) |
| . | 229 | |
| 1 | 88 | 10.1% |
| 79 | 9.1% | |
| 2 | 74 | 8.5% |
| _ | 73 | 8.4% |
| 0 | 52 | 6.0% |
| 3 | 46 | 5.3% |
| 4 | 42 | 4.8% |
| 9 | 32 | 3.7% |
| 5 | 28 | 3.2% |
| Other values (9) | 126 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1678 | |
| Hangul | 1450 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| p | 230 | |
| . | 229 | |
| i | 223 | |
| z | 221 | |
| 1 | 88 | 5.2% |
| 79 | 4.7% | |
| 2 | 74 | 4.4% |
| _ | 73 | 4.4% |
| 0 | 52 | 3.1% |
| 3 | 46 | 2.7% |
| Other values (48) | 363 |
Hangul
| Value | Count | Frequency (%) |
| 증 | 172 | 11.9% |
| 서 | 154 | 10.6% |
| 명 | 147 | 10.1% |
| 경 | 96 | 6.6% |
| 력 | 93 | 6.4% |
| 직 | 65 | 4.5% |
| 재 | 64 | 4.4% |
| 자 | 36 | 2.5% |
| 빙 | 26 | 1.8% |
| 이 | 22 | 1.5% |
| Other values (162) | 575 |
CARR_EVIDENCE_PATH
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.0 KiB |
| <NA> | |
|---|---|
| /files/receipt/ | 225 |
Length
| Max length | 15 |
|---|---|
| Median length | 4 |
| Mean length | 4.3524135 |
| 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> | 6798 | |
| /files/receipt/ | 225 | 3.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| na | 6798 | |
| files/receipt | 225 | 3.2% |
EXAM_QUALIFICATION
Real number (ℝ)
MISSING ZEROS
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 3729 |
| Missing (%) | 53.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.1208257 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 852 |
| Zeros (%) | 12.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 61.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.0140093 |
|---|---|
| Coefficient of variation (CV) | 0.90469841 |
| Kurtosis | 5.7206925 |
| Mean | 1.1208257 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.7378084 |
| Sum | 3692 |
| Variance | 1.0282148 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 1 | 1568 | |
| 0 | 852 | 12.1% |
| 2 | 653 | 9.3% |
| 3 | 159 | 2.3% |
| 6 | 42 | 0.6% |
| 4 | 11 | 0.2% |
| 5 | 9 | 0.1% |
| (Missing) | 3729 |
| Value | Count | Frequency (%) |
| 0 | 852 | |
| 1 | 1568 | |
| 2 | 653 | |
| 3 | 159 | 2.3% |
| 4 | 11 | 0.2% |
| 5 | 9 | 0.1% |
| 6 | 42 | 0.6% |
| Value | Count | Frequency (%) |
| 6 | 42 | 0.6% |
| 5 | 9 | 0.1% |
| 4 | 11 | 0.2% |
| 3 | 159 | 2.3% |
| 2 | 653 | |
| 1 | 1568 | |
| 0 | 852 |
CHK_GRADE
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.0 KiB |
| <NA> | |
|---|---|
| 2 | |
| 1 | 92 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 2.592909 |
| Min length | 1 |
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> | 3729 | |
| 2 | 3202 | |
| 1 | 92 | 1.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| na | 3729 | |
| 2 | 3202 | |
| 1 | 92 | 1.3% |
RECEPTION_AGREE
Boolean
CONSTANT MISSING
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 5660 |
| Missing (%) | 80.6% |
| Memory size | 13.8 KiB |
| True | |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) |
| True | 1363 | 19.4% |
| (Missing) | 5660 |
POLICIES_AGREE
Boolean
CONSTANT MISSING
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 5660 |
| Missing (%) | 80.6% |
| Memory size | 13.8 KiB |
| True | |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) |
| True | 1363 | 19.4% |
| (Missing) | 5660 |
MISSING
| Distinct | 1129 |
|---|---|
| Distinct (%) | 82.8% |
| Missing | 5660 |
| Missing (%) | 80.6% |
| Memory size | 55.0 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Characters and Unicode
| Total characters | 9541 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 925 ? |
|---|---|
| Unique (%) | 67.9% |
Sample
| 1st row | 39:34.0 |
|---|---|
| 2nd row | 44:08.0 |
| 3rd row | 29:05.0 |
| 4th row | 27:51.0 |
| 5th row | 30:38.0 |
| Value | Count | Frequency (%) |
| 48:37.0 | 5 | 0.4% |
| 54:14.0 | 4 | 0.3% |
| 03:59.0 | 4 | 0.3% |
| 04:31.0 | 4 | 0.3% |
| 47:44.0 | 3 | 0.2% |
| 28:08.0 | 3 | 0.2% |
| 11:40.0 | 3 | 0.2% |
| 13:10.0 | 3 | 0.2% |
| 44:47.0 | 3 | 0.2% |
| 19:54.0 | 3 | 0.2% |
| Other values (1119) | 1328 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2154 | |
| : | 1363 | |
| . | 1363 | |
| 1 | 764 | 8.0% |
| 4 | 755 | 7.9% |
| 2 | 708 | 7.4% |
| 3 | 699 | 7.3% |
| 5 | 642 | 6.7% |
| 7 | 294 | 3.1% |
| 9 | 273 | 2.9% |
| Other values (2) | 526 | 5.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 6815 | |
| Other Punctuation | 2726 | 28.6% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2154 | |
| 1 | 764 | 11.2% |
| 4 | 755 | 11.1% |
| 2 | 708 | 10.4% |
| 3 | 699 | 10.3% |
| 5 | 642 | 9.4% |
| 7 | 294 | 4.3% |
| 9 | 273 | 4.0% |
| 6 | 268 | 3.9% |
| 8 | 258 | 3.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 1363 | |
| . | 1363 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 9541 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2154 | |
| : | 1363 | |
| . | 1363 | |
| 1 | 764 | 8.0% |
| 4 | 755 | 7.9% |
| 2 | 708 | 7.4% |
| 3 | 699 | 7.3% |
| 5 | 642 | 6.7% |
| 7 | 294 | 3.1% |
| 9 | 273 | 2.9% |
| Other values (2) | 526 | 5.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 9541 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2154 | |
| : | 1363 | |
| . | 1363 | |
| 1 | 764 | 8.0% |
| 4 | 755 | 7.9% |
| 2 | 708 | 7.4% |
| 3 | 699 | 7.3% |
| 5 | 642 | 6.7% |
| 7 | 294 | 3.1% |
| 9 | 273 | 2.9% |
| Other values (2) | 526 | 5.5% |
MISSING
| Distinct | 1129 |
|---|---|
| Distinct (%) | 82.8% |
| Missing | 5660 |
| Missing (%) | 80.6% |
| Memory size | 55.0 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Characters and Unicode
| Total characters | 9541 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 925 ? |
|---|---|
| Unique (%) | 67.9% |
Sample
| 1st row | 39:34.0 |
|---|---|
| 2nd row | 44:08.0 |
| 3rd row | 29:05.0 |
| 4th row | 27:51.0 |
| 5th row | 30:38.0 |
| Value | Count | Frequency (%) |
| 48:37.0 | 5 | 0.4% |
| 54:14.0 | 4 | 0.3% |
| 03:59.0 | 4 | 0.3% |
| 04:31.0 | 4 | 0.3% |
| 47:44.0 | 3 | 0.2% |
| 28:08.0 | 3 | 0.2% |
| 11:40.0 | 3 | 0.2% |
| 13:10.0 | 3 | 0.2% |
| 44:47.0 | 3 | 0.2% |
| 19:54.0 | 3 | 0.2% |
| Other values (1119) | 1328 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2154 | |
| : | 1363 | |
| . | 1363 | |
| 1 | 764 | 8.0% |
| 4 | 755 | 7.9% |
| 2 | 708 | 7.4% |
| 3 | 699 | 7.3% |
| 5 | 642 | 6.7% |
| 7 | 294 | 3.1% |
| 9 | 273 | 2.9% |
| Other values (2) | 526 | 5.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 6815 | |
| Other Punctuation | 2726 | 28.6% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2154 | |
| 1 | 764 | 11.2% |
| 4 | 755 | 11.1% |
| 2 | 708 | 10.4% |
| 3 | 699 | 10.3% |
| 5 | 642 | 9.4% |
| 7 | 294 | 4.3% |
| 9 | 273 | 4.0% |
| 6 | 268 | 3.9% |
| 8 | 258 | 3.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 1363 | |
| . | 1363 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 9541 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2154 | |
| : | 1363 | |
| . | 1363 | |
| 1 | 764 | 8.0% |
| 4 | 755 | 7.9% |
| 2 | 708 | 7.4% |
| 3 | 699 | 7.3% |
| 5 | 642 | 6.7% |
| 7 | 294 | 3.1% |
| 9 | 273 | 2.9% |
| Other values (2) | 526 | 5.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 9541 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2154 | |
| : | 1363 | |
| . | 1363 | |
| 1 | 764 | 8.0% |
| 4 | 755 | 7.9% |
| 2 | 708 | 7.4% |
| 3 | 699 | 7.3% |
| 5 | 642 | 6.7% |
| 7 | 294 | 3.1% |
| 9 | 273 | 2.9% |
| Other values (2) | 526 | 5.5% |
RA_CERT_NO
Real number (ℝ)
MISSING
| Distinct | 803 |
|---|---|
| Distinct (%) | 48.7% |
| Missing | 5374 |
| Missing (%) | 76.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 505.47241 |
| Minimum | 1 |
|---|---|
| Maximum | 810 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 61.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 68.4 |
| Q1 | 398 |
| median | 562 |
| Q3 | 639 |
| 95-th percentile | 768 |
| Maximum | 810 |
| Range | 809 |
| Interquartile range (IQR) | 241 |
Descriptive statistics
| Standard deviation | 206.00529 |
|---|---|
| Coefficient of variation (CV) | 0.40755002 |
| Kurtosis | -0.074401366 |
| Mean | 505.47241 |
| Median Absolute Deviation (MAD) | 88 |
| Skewness | -0.92704757 |
| Sum | 833524 |
| Variance | 42438.179 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 525 | 26 | 0.4% |
| 554 | 20 | 0.3% |
| 632 | 20 | 0.3% |
| 535 | 19 | 0.3% |
| 563 | 19 | 0.3% |
| 555 | 18 | 0.3% |
| 639 | 17 | 0.2% |
| 1 | 16 | 0.2% |
| 557 | 16 | 0.2% |
| 597 | 15 | 0.2% |
| Other values (793) | 1463 | 20.8% |
| (Missing) | 5374 |
| Value | Count | Frequency (%) |
| 1 | 16 | |
| 2 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 810 | 5 | |
| 809 | 6 | |
| 808 | 4 | |
| 807 | 3 | |
| 806 | 1 | < 0.1% |
| 805 | 1 | < 0.1% |
| 804 | 3 | |
| 803 | 2 | < 0.1% |
| 802 | 3 | |
| 801 | 4 |
ER_EXAM_AVG
Real number (ℝ)
MISSING ZEROS
| Distinct | 231 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 1223 |
| Missing (%) | 17.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.324293 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 680 |
| Zeros (%) | 9.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 61.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 44 |
| median | 54 |
| Q3 | 62 |
| 95-th percentile | 75 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 21.05934 |
|---|---|
| Coefficient of variation (CV) | 0.42695675 |
| Kurtosis | 0.96268335 |
| Mean | 49.324293 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | -1.210115 |
| Sum | 286080.9 |
| Variance | 443.4958 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.0 | 680 | 9.7% |
| 55.0 | 196 | 2.8% |
| 60.0 | 158 | 2.2% |
| 59.0 | 156 | 2.2% |
| 50.0 | 153 | 2.2% |
| 57.0 | 150 | 2.1% |
| 52.0 | 148 | 2.1% |
| 51.0 | 145 | 2.1% |
| 54.0 | 143 | 2.0% |
| 58.0 | 141 | 2.0% |
| Other values (221) | 3730 | |
| (Missing) | 1223 | 17.4% |
| Value | Count | Frequency (%) |
| 0.0 | 680 | |
| 13.0 | 2 | < 0.1% |
| 16.0 | 1 | < 0.1% |
| 17.0 | 1 | < 0.1% |
| 18.0 | 2 | < 0.1% |
| 20.0 | 1 | < 0.1% |
| 21.0 | 1 | < 0.1% |
| 23.0 | 1 | < 0.1% |
| 25.0 | 3 | < 0.1% |
| 26.0 | 4 | 0.1% |
| Value | Count | Frequency (%) |
| 100.0 | 1 | < 0.1% |
| 96.0 | 1 | < 0.1% |
| 93.0 | 1 | < 0.1% |
| 91.0 | 1 | < 0.1% |
| 90.0 | 5 | |
| 89.0 | 5 | |
| 88.6 | 1 | < 0.1% |
| 88.0 | 1 | < 0.1% |
| 87.5 | 1 | < 0.1% |
| 87.0 | 7 |
| RECEIPT_SEQ | GROUP_NAME | GROUP_CODE | ES_YEAR | ES_ORDER | ER_RECEIPT_NO | ER_REC_DATE | ER_USER_BIRTH | ER_USER_GENDER | ER_REC_TYPE | ER_STATUS | ER_PASS_YN | ER_CERT_YN | ER_CERT_NO | ER_CERT_TYPE | ER_EUNGSILYO | IN_DTIME | UP_DTIME | ER_EXAM_SUB_CNT | ER_EXAM_SUB1 | ER_EXAM_SUB2 | ER_EXAM_SUB3 | ER_EXAM_SUB4 | ER_EXAM_SUB5 | ER_EXAM_SUB6 | ER_EXAM_SUB7 | ER_EXAM_SUB8 | ER_EXAM_SUB9 | ER_EXAM_SUB10 | LAST_EDU | HADICAP_YN | HADICAP_FNAME | HADICAP_PATH | LAST_EDU_NM | LAST_EDU_DEPARTMENT | GRADUATION_DATE | EDU_EVIDENCE_FNAME | EDU_EVIDENCE_PATH | TOTAL_CAREER | CARR_EVIDENCE_FNAME | CARR_EVIDENCE_PATH | EXAM_QUALIFICATION | CHK_GRADE | RECEPTION_AGREE | POLICIES_AGREE | RECEPTION_AGREE_DATE | POLICIES_AGREE_DATE | RA_CERT_NO | ER_EXAM_AVG | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 112 | 2014년 의료기기 RA 전문가 2급 | 1402 | 2014 | 2 | 192 | 2014-11-03 | 1981-04-18 | 남 | 방문수령 | 접수완료 | Y | Y | 126 | 카드,상장 | 무료 | 38:00.4 | 44:39.0 | 5 | 70 | 55 | 80 | 60 | 50 | 0 | 0 | 0 | 0 | 0 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 63.0 |
| 1 | 113 | 2014년 의료기기 RA 전문가 2급 | 1402 | 2014 | 2 | 193 | 2014-11-03 | 1988-11-21 | 여 | 우편발송 | 접수완료 | Y | Y | 127 | 카드,상장 | 무료 | 33:23.9 | 44:39.0 | 5 | 70 | 75 | 75 | 70 | 65 | 0 | 0 | 0 | 0 | 0 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 71.0 |
| 2 | 114 | 2014년 의료기기 RA 전문가 2급 | 1402 | 2014 | 1 | 15 | 2014-11-03 | 1988-03-25 | 여 | 우편발송 | 접수완료 | Y | Y | 10 | 카드,상장 | 무료 | 34:07.0 | 52:05.2 | 5 | 65 | 65 | 80 | 55 | 50 | 0 | 0 | 0 | 0 | 0 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 63.0 |
| 3 | 115 | 2014년 의료기기 RA 전문가 2급 | 1402 | 2014 | 1 | 16 | 2014-11-03 | 1986-09-30 | 여 | 우편발송 | 접수완료 | Y | Y | 11 | 카드,상장 | 무료 | 33:36.2 | 33:26.0 | 5 | 90 | 90 | 95 | 90 | 65 | 0 | 0 | 0 | 0 | 0 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 86.0 |
| 4 | 116 | 2014년 의료기기 RA 전문가 2급 | 1402 | 2014 | 2 | 194 | 2014-11-03 | 1986-06-02 | 남 | 우편발송 | 접수완료 | Y | Y | 128 | <NA> | 무료 | 34:36.5 | 35:07.0 | 5 | 70 | 90 | 85 | 80 | 70 | 0 | 0 | 0 | 0 | 0 | <NA> | Y | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 79.0 |
| 5 | 117 | 2014년 의료기기 RA 전문가 2급 | 1402 | 2014 | 2 | 195 | 2014-11-03 | 1984-04-19 | 남 | 우편발송 | 접수완료 | Y | Y | 129 | 카드 | 무료 | 11:56.5 | 44:39.1 | 5 | 85 | 50 | 65 | 60 | 50 | 0 | 0 | 0 | 0 | 0 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 62.0 |
| 6 | 118 | 2014년 의료기기 RA 전문가 2급 | 1402 | 2014 | 2 | 196 | 2014-11-03 | 1993-07-28 | 여 | 우편발송 | 접수완료 | N | N | <NA> | 카드,상장 | 무료 | 35:39.2 | 44:45.2 | 5 | 55 | 40 | 45 | 25 | 50 | 0 | 0 | 0 | 0 | 0 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 43.0 |
| 7 | 119 | 2014년 의료기기 RA 전문가 2급 | 1402 | 2014 | 2 | 197 | 2014-11-03 | 1994-02-01 | 여 | 우편발송 | 접수완료 | N | N | <NA> | 카드,상장 | 무료 | 38:16.2 | 44:50.8 | 5 | 45 | 35 | 30 | 65 | 40 | 0 | 0 | 0 | 0 | 0 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 43.0 |
| 8 | 120 | 2014년 의료기기 RA 전문가 2급 | 1402 | 2014 | 1 | <NA> | 2014-11-03 | 1965-09-23 | 남 | 방문수령 | 접수미승인 | <NA> | <NA> | <NA> | 카드,상장 | 무료 | 36:13.1 | 15:04.6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.0 |
| 9 | 121 | 2014년 의료기기 RA 전문가 2급 | 1402 | 2014 | 2 | <NA> | 2014-11-03 | 1987-01-02 | 여 | 우편발송 | 접수취소 | <NA> | <NA> | <NA> | 카드,상장 | 무료 | 37:07.2 | 39:40.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.0 |
| RECEIPT_SEQ | GROUP_NAME | GROUP_CODE | ES_YEAR | ES_ORDER | ER_RECEIPT_NO | ER_REC_DATE | ER_USER_BIRTH | ER_USER_GENDER | ER_REC_TYPE | ER_STATUS | ER_PASS_YN | ER_CERT_YN | ER_CERT_NO | ER_CERT_TYPE | ER_EUNGSILYO | IN_DTIME | UP_DTIME | ER_EXAM_SUB_CNT | ER_EXAM_SUB1 | ER_EXAM_SUB2 | ER_EXAM_SUB3 | ER_EXAM_SUB4 | ER_EXAM_SUB5 | ER_EXAM_SUB6 | ER_EXAM_SUB7 | ER_EXAM_SUB8 | ER_EXAM_SUB9 | ER_EXAM_SUB10 | LAST_EDU | HADICAP_YN | HADICAP_FNAME | HADICAP_PATH | LAST_EDU_NM | LAST_EDU_DEPARTMENT | GRADUATION_DATE | EDU_EVIDENCE_FNAME | EDU_EVIDENCE_PATH | TOTAL_CAREER | CARR_EVIDENCE_FNAME | CARR_EVIDENCE_PATH | EXAM_QUALIFICATION | CHK_GRADE | RECEPTION_AGREE | POLICIES_AGREE | RECEPTION_AGREE_DATE | POLICIES_AGREE_DATE | RA_CERT_NO | ER_EXAM_AVG | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7013 | 6795 | 2020년 의료기기 RA 전문가 2급 | 2002 | 2020 | 3 | 5926 | 2020-05-25 | 1994-11-09 | 남 | 우편발송 | 접수완료 | Y | Y | <NA> | 상장 | 50000 | 59:30.0 | 35:47.0 | 5 | 60 | 50 | 65 | 68 | 66 | <NA> | <NA> | <NA> | <NA> | <NA> | 대졸 | N | <NA> | /files/receipt/ | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 1 | 2 | Y | Y | 59:30.0 | 59:30.0 | 651 | 61.8 |
| 7014 | 6216 | 2020년 의료기기 RA 전문가 2급 | 2002 | 2020 | 1 | 5694 | 2020-05-18 | 1982-01-03 | 남 | 우편발송 | 접수완료 | N | Y | <NA> | <NA> | 50000 | 08:43.0 | 30:56.0 | 5 | 35 | 40 | 50 | 28 | 50 | <NA> | <NA> | <NA> | <NA> | <NA> | 대졸 | N | <NA> | /files/receipt/ | 충남대학교 | 화학(과·부) | 2007-02-23 | 졸업증명서134.zip | /files/receipt/ | <NA> | <NA> | <NA> | 2 | 2 | Y | Y | 08:43.0 | 08:43.0 | 613 | 40.6 |
| 7015 | 6218 | 2020년 의료기기 RA 전문가 2급 | 2002 | 2020 | 1 | 5692 | 2020-05-18 | 1989-05-23 | 여 | 우편발송 | 접수완료 | N | Y | <NA> | 상장 | 50000 | 11:34.0 | 30:56.0 | 5 | 0 | 0 | 0 | 0 | 0 | <NA> | <NA> | <NA> | <NA> | <NA> | 대졸 | N | <NA> | /files/receipt/ | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 1 | 2 | Y | Y | 11:34.0 | 11:34.0 | 613 | 0.0 |
| 7016 | 6800 | 2020년 의료기기 RA 전문가 2급 | 2002 | 2020 | 2 | 5831 | 2020-05-26 | 1986-05-01 | 남 | 우편발송 | 접수완료 | N | Y | <NA> | 상장 | 50000 | 49:32.0 | 35:15.0 | 5 | 50 | 45 | 40 | 38 | 30 | <NA> | <NA> | <NA> | <NA> | <NA> | 고졸 | N | <NA> | /files/receipt/ | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 1 | 2 | Y | Y | 49:32.0 | 49:32.0 | 635 | 40.6 |
| 7017 | 7467 | [인허가] 필기(20) | 2011 | 2020 | 1 | 6266 | 2020-08-04 | 1975-02-01 | 남 | 우편발송 | 접수완료 | <NA> | <NA> | <NA> | 상장 | 50000 | 01:30.0 | 11:36.0 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 석/박사 | N | <NA> | /files/receipt/ | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 1 | 1 | Y | Y | 01:30.0 | 01:30.0 | <NA> | <NA> |
| 7018 | 7468 | [임상] 필기(20) | 2031 | 2020 | 1 | 6311 | 2020-08-04 | 1981-04-10 | 여 | 우편발송 | 접수완료 | <NA> | <NA> | <NA> | <NA> | 50000 | 07:50.0 | 08:33.0 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 석/박사 | N | <NA> | /files/receipt/ | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 1 | 1 | Y | Y | 07:50.0 | 07:50.0 | <NA> | <NA> |
| 7019 | 6226 | 2020년 의료기기 RA 전문가 2급(완화) | 2003 | 2020 | 1 | 6169 | 2020-05-18 | 1984-04-22 | 남 | 우편발송 | 접수완료 | N | Y | <NA> | 상장 | 10000 | 13:04.0 | 55:59.0 | 2 | 55 | 0 | 35 | 0 | 0 | <NA> | <NA> | <NA> | <NA> | <NA> | 석/박사 | N | <NA> | /files/receipt/ | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0 | 2 | Y | Y | 13:04.0 | 13:04.0 | 763 | 45.0 |
| 7020 | 6228 | 2020년 의료기기 RA 전문가 2급(완화) | 2003 | 2020 | 1 | 6168 | 2020-05-18 | 1987-01-02 | 여 | 우편발송 | 접수완료 | Y | Y | <NA> | 상장 | 10000 | 13:36.0 | 55:59.0 | 2 | 70 | 0 | 65 | 0 | 0 | <NA> | <NA> | <NA> | <NA> | <NA> | 석/박사 | N | <NA> | /files/receipt/ | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0 | 2 | Y | Y | 13:36.0 | 13:36.0 | 763 | 67.5 |
| 7021 | 6231 | 2020년 의료기기 RA 전문가 2급 | 2002 | 2020 | 1 | 5691 | 2020-05-18 | 1990-10-08 | 남 | 우편발송 | 접수완료 | N | Y | <NA> | <NA> | 50000 | 13:54.0 | 30:56.0 | 5 | 60 | 60 | 45 | 53 | 59 | <NA> | <NA> | <NA> | <NA> | <NA> | 대졸 | N | <NA> | /files/receipt/ | 연세대학교 | 의용전자공학(과·전공) | 2016-08-26 | 졸업증명서_임철현3.zip | /files/receipt/ | <NA> | <NA> | <NA> | 2 | 2 | Y | Y | 13:54.0 | 13:54.0 | 613 | 55.4 |
| 7022 | 6238 | 2020년 의료기기 RA 전문가 2급(완화) | 2003 | 2020 | 1 | 6167 | 2020-05-18 | 1980-12-05 | 여 | 우편발송 | 접수완료 | Y | Y | <NA> | 상장 | 10000 | 26:19.0 | 55:59.0 | 2 | 75 | 0 | 80 | 0 | 0 | <NA> | <NA> | <NA> | <NA> | <NA> | 석/박사 | N | <NA> | /files/receipt/ | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0 | 2 | Y | Y | 26:19.0 | 26:19.0 | 762 | 77.5 |