Dataset statistics
| Number of variables | 11 |
|---|---|
| Number of observations | 120 |
| Missing cells | 25 |
| Missing cells (%) | 1.9% |
| Duplicate rows | 1 |
| Duplicate rows (%) | 0.8% |
| Total size in memory | 11.5 KiB |
| Average record size in memory | 98.1 B |
Variable types
| DateTime | 1 |
|---|---|
| Numeric | 9 |
| Text | 1 |
Dataset
| Description | 병원 외래입원 수입금 현황 데이터로 (입원) 본인부담금, (입원)기관부담금(보험), (입원)기관부담금(급여), (외래)기관부담금(보험), (외래)기관부담금(급여), 토지 및 건물대여료, 면허료 및 수수료 등 데이트를 제공하고 있습니다. |
|---|---|
| Author | 질병관리청 국립마산병원 |
| URL | https://www.data.go.kr/data/3048700/fileData.do |
| Dataset has 1 (0.8%) duplicate rows | Duplicates |
년월 has 2 (1.7%) missing values | Missing |
(입원)본인부담금 has 2 (1.7%) missing values | Missing |
(입원)기관부담금(보험) has 2 (1.7%) missing values | Missing |
(입원)기관부담금(급여) has 2 (1.7%) missing values | Missing |
(외래)본인부담금 has 2 (1.7%) missing values | Missing |
(외래)기관부담금(보험) has 2 (1.7%) missing values | Missing |
(외래)기관부담금(급여) has 4 (3.3%) missing values | Missing |
토지 및 건물대여료 has 2 (1.7%) missing values | Missing |
면허료 및 수수료 has 2 (1.7%) missing values | Missing |
이월금(잉여금) 및 전입금 has 3 (2.5%) missing values | Missing |
기타수입 has 2 (1.7%) missing values | Missing |
(입원)본인부담금 has 3 (2.5%) zeros | Zeros |
(입원)기관부담금(급여) has 7 (5.8%) zeros | Zeros |
(외래)기관부담금(보험) has 8 (6.7%) zeros | Zeros |
(외래)기관부담금(급여) has 10 (8.3%) zeros | Zeros |
토지 및 건물대여료 has 2 (1.7%) zeros | Zeros |
면허료 및 수수료 has 33 (27.5%) zeros | Zeros |
이월금(잉여금) 및 전입금 has 91 (75.8%) zeros | Zeros |
기타수입 has 11 (9.2%) zeros | Zeros |
Reproduction
| Analysis started | 2023-12-12 18:09:20.897009 |
|---|---|
| Analysis finished | 2023-12-12 18:09:29.969704 |
| Duration | 9.07 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
년월
Date
MISSING
| Distinct | 118 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 2 |
| Missing (%) | 1.7% |
| Memory size | 1.1 KiB |
| Minimum | 2014-01-01 00:00:00 |
|---|---|
| Maximum | 2023-10-01 00:00:00 |
Histogram with fixed size bins (bins=50)
(입원)본인부담금
Real number (ℝ)
MISSING ZEROS
| Distinct | 116 |
|---|---|
| Distinct (%) | 98.3% |
| Missing | 2 |
| Missing (%) | 1.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9744804.9 |
| Minimum | -77240 |
|---|---|
| Maximum | 2.5518325 × 108 |
| Zeros | 3 |
| Zeros (%) | 2.5% |
| Negative | 1 |
| Negative (%) | 0.8% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | -77240 |
|---|---|
| 5-th percentile | 20225 |
| Q1 | 684367.5 |
| median | 1311410 |
| Q3 | 4713715 |
| 95-th percentile | 43308166 |
| Maximum | 2.5518325 × 108 |
| Range | 2.5526049 × 108 |
| Interquartile range (IQR) | 4029347.5 |
Descriptive statistics
| Standard deviation | 30065882 |
|---|---|
| Coefficient of variation (CV) | 3.0853241 |
| Kurtosis | 42.054678 |
| Mean | 9744804.9 |
| Median Absolute Deviation (MAD) | 1182620 |
| Skewness | 5.9906574 |
| Sum | 1.149887 × 109 |
| Variance | 9.0395724 × 1014 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 3 | 2.5% |
| 23658100 | 1 | 0.8% |
| 4093860 | 1 | 0.8% |
| 312480 | 1 | 0.8% |
| 1986540 | 1 | 0.8% |
| 3116730 | 1 | 0.8% |
| 17689530 | 1 | 0.8% |
| 31927930 | 1 | 0.8% |
| 6726070 | 1 | 0.8% |
| 5534580 | 1 | 0.8% |
| Other values (106) | 106 | |
| (Missing) | 2 | 1.7% |
| Value | Count | Frequency (%) |
| -77240 | 1 | 0.8% |
| 0 | 3 | |
| 890 | 1 | 0.8% |
| 18780 | 1 | 0.8% |
| 20480 | 1 | 0.8% |
| 56000 | 1 | 0.8% |
| 69100 | 1 | 0.8% |
| 78200 | 1 | 0.8% |
| 107000 | 1 | 0.8% |
| 150580 | 1 | 0.8% |
| Value | Count | Frequency (%) |
| 255183250 | 1 | |
| 145833580 | 1 | |
| 111597710 | 1 | |
| 63311870 | 1 | |
| 61998660 | 1 | |
| 43409120 | 1 | |
| 43290350 | 1 | |
| 34676420 | 1 | |
| 31927930 | 1 | |
| 31694180 | 1 |
(입원)기관부담금(보험)
Real number (ℝ)
MISSING
| Distinct | 118 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 2 |
| Missing (%) | 1.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.1053494 × 108 |
| Minimum | -9.9324417 × 108 |
|---|---|
| Maximum | 1.5051065 × 109 |
| Zeros | 1 |
| Zeros (%) | 0.8% |
| Negative | 6 |
| Negative (%) | 5.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | -9.9324417 × 108 |
|---|---|
| 5-th percentile | -5989.5 |
| Q1 | 86315720 |
| median | 1.8240049 × 108 |
| Q3 | 2.8720146 × 108 |
| 95-th percentile | 5.6144759 × 108 |
| Maximum | 1.5051065 × 109 |
| Range | 2.4983506 × 109 |
| Interquartile range (IQR) | 2.0088574 × 108 |
Descriptive statistics
| Standard deviation | 2.4871414 × 108 |
|---|---|
| Coefficient of variation (CV) | 1.1813438 |
| Kurtosis | 11.353001 |
| Mean | 2.1053494 × 108 |
| Median Absolute Deviation (MAD) | 1.0337915 × 108 |
| Skewness | 1.0451765 |
| Sum | 2.4843123 × 1010 |
| Variance | 6.1858721 × 1016 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 815212510 | 1 | 0.8% |
| 143440000 | 1 | 0.8% |
| 19860000 | 1 | 0.8% |
| 82919120 | 1 | 0.8% |
| 429129890 | 1 | 0.8% |
| 347278820 | 1 | 0.8% |
| 179084260 | 1 | 0.8% |
| 197783840 | 1 | 0.8% |
| 163191040 | 1 | 0.8% |
| -993244170 | 1 | 0.8% |
| Other values (108) | 108 | |
| (Missing) | 2 | 1.7% |
| Value | Count | Frequency (%) |
| -993244170 | 1 | |
| -963370 | 1 | |
| -864370 | 1 | |
| -189030 | 1 | |
| -115920 | 1 | |
| -39930 | 1 | |
| 0 | 1 | |
| 53530 | 1 | |
| 598320 | 1 | |
| 891730 | 1 |
| Value | Count | Frequency (%) |
| 1505106480 | 1 | |
| 1136969070 | 1 | |
| 856776080 | 1 | |
| 815212510 | 1 | |
| 701022290 | 1 | |
| 630213550 | 1 | |
| 549312420 | 1 | |
| 546805030 | 1 | |
| 480471990 | 1 | |
| 453813820 | 1 |
(입원)기관부담금(급여)
Real number (ℝ)
MISSING ZEROS
| Distinct | 112 |
|---|---|
| Distinct (%) | 94.9% |
| Missing | 2 |
| Missing (%) | 1.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 84315931 |
| Minimum | -33950 |
|---|---|
| Maximum | 3.6740246 × 108 |
| Zeros | 7 |
| Zeros (%) | 5.8% |
| Negative | 1 |
| Negative (%) | 0.8% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | -33950 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 35114475 |
| median | 85314015 |
| Q3 | 1.0295069 × 108 |
| 95-th percentile | 1.9535744 × 108 |
| Maximum | 3.6740246 × 108 |
| Range | 3.6743641 × 108 |
| Interquartile range (IQR) | 67836212 |
Descriptive statistics
| Standard deviation | 64936730 |
|---|---|
| Coefficient of variation (CV) | 0.77015967 |
| Kurtosis | 3.0105956 |
| Mean | 84315931 |
| Median Absolute Deviation (MAD) | 26828040 |
| Skewness | 1.2153153 |
| Sum | 9.9492798 × 109 |
| Variance | 4.2167789 × 1015 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 7 | 5.8% |
| 305779070 | 1 | 0.8% |
| 243638910 | 1 | 0.8% |
| 170905530 | 1 | 0.8% |
| 96696560 | 1 | 0.8% |
| 102294320 | 1 | 0.8% |
| 69518850 | 1 | 0.8% |
| 53867140 | 1 | 0.8% |
| 15703660 | 1 | 0.8% |
| 11314970 | 1 | 0.8% |
| Other values (102) | 102 | |
| (Missing) | 2 | 1.7% |
| Value | Count | Frequency (%) |
| -33950 | 1 | 0.8% |
| 0 | 7 | |
| 95800 | 1 | 0.8% |
| 461060 | 1 | 0.8% |
| 575560 | 1 | 0.8% |
| 701420 | 1 | 0.8% |
| 1613540 | 1 | 0.8% |
| 3165350 | 1 | 0.8% |
| 5480830 | 1 | 0.8% |
| 6655100 | 1 | 0.8% |
| Value | Count | Frequency (%) |
| 367402460 | 1 | |
| 305779070 | 1 | |
| 243638910 | 1 | |
| 209460530 | 1 | |
| 209360970 | 1 | |
| 199365280 | 1 | |
| 194650170 | 1 | |
| 185834120 | 1 | |
| 183511650 | 1 | |
| 181290110 | 1 |
(외래)본인부담금
Text
MISSING
| Distinct | 118 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 2 |
| Missing (%) | 1.7% |
| Memory size | 1.1 KiB |
Length
| Max length | 8 |
|---|---|
| Median length | 6 |
| Mean length | 6.3135593 |
| Min length | 1 |
Characters and Unicode
| Total characters | 745 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 118 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 2576000 |
|---|---|
| 2nd row | 2328820 |
| 3rd row | 2950480 |
| 4th row | 2618180 |
| 5th row | 2408860 |
| Value | Count | Frequency (%) |
| 2399890 | 1 | 0.8% |
| 2624860 | 1 | 0.8% |
| 29800 | 1 | 0.8% |
| 420070 | 1 | 0.8% |
| 2000 | 1 | 0.8% |
| 25400 | 1 | 0.8% |
| 495560 | 1 | 0.8% |
| 1072480 | 1 | 0.8% |
| 270220 | 1 | 0.8% |
| 578600 | 1 | 0.8% |
| Other values (108) | 108 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 185 | |
| 2 | 86 | |
| 1 | 69 | 9.3% |
| 8 | 61 | 8.2% |
| 6 | 61 | 8.2% |
| 4 | 59 | 7.9% |
| 7 | 59 | 7.9% |
| 3 | 58 | 7.8% |
| 5 | 55 | 7.4% |
| 9 | 50 | 6.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 743 | |
| Dash Punctuation | 2 | 0.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 185 | |
| 2 | 86 | |
| 1 | 69 | 9.3% |
| 8 | 61 | 8.2% |
| 6 | 61 | 8.2% |
| 4 | 59 | 7.9% |
| 7 | 59 | 7.9% |
| 3 | 58 | 7.8% |
| 5 | 55 | 7.4% |
| 9 | 50 | 6.7% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 745 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 185 | |
| 2 | 86 | |
| 1 | 69 | 9.3% |
| 8 | 61 | 8.2% |
| 6 | 61 | 8.2% |
| 4 | 59 | 7.9% |
| 7 | 59 | 7.9% |
| 3 | 58 | 7.8% |
| 5 | 55 | 7.4% |
| 9 | 50 | 6.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 745 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 185 | |
| 2 | 86 | |
| 1 | 69 | 9.3% |
| 8 | 61 | 8.2% |
| 6 | 61 | 8.2% |
| 4 | 59 | 7.9% |
| 7 | 59 | 7.9% |
| 3 | 58 | 7.8% |
| 5 | 55 | 7.4% |
| 9 | 50 | 6.7% |
(외래)기관부담금(보험)
Real number (ℝ)
MISSING ZEROS
| Distinct | 111 |
|---|---|
| Distinct (%) | 94.1% |
| Missing | 2 |
| Missing (%) | 1.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20103701 |
| Minimum | -47120 |
|---|---|
| Maximum | 5.2947223 × 108 |
| Zeros | 8 |
| Zeros (%) | 6.7% |
| Negative | 1 |
| Negative (%) | 0.8% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | -47120 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1175767.5 |
| median | 10390075 |
| Q3 | 14362300 |
| 95-th percentile | 36154304 |
| Maximum | 5.2947223 × 108 |
| Range | 5.2951935 × 108 |
| Interquartile range (IQR) | 13186532 |
Descriptive statistics
| Standard deviation | 66232660 |
|---|---|
| Coefficient of variation (CV) | 3.2945507 |
| Kurtosis | 47.696398 |
| Mean | 20103701 |
| Median Absolute Deviation (MAD) | 6854835 |
| Skewness | 6.7892326 |
| Sum | 2.3722367 × 109 |
| Variance | 4.3867653 × 1015 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 8 | 6.7% |
| 263970 | 1 | 0.8% |
| 2010000 | 1 | 0.8% |
| 150000 | 1 | 0.8% |
| 1655490 | 1 | 0.8% |
| 13496440 | 1 | 0.8% |
| 21828080 | 1 | 0.8% |
| 9655330 | 1 | 0.8% |
| 829870 | 1 | 0.8% |
| 10331630 | 1 | 0.8% |
| Other values (101) | 101 | |
| (Missing) | 2 | 1.7% |
| Value | Count | Frequency (%) |
| -47120 | 1 | 0.8% |
| 0 | 8 | |
| 3000 | 1 | 0.8% |
| 9200 | 1 | 0.8% |
| 50200 | 1 | 0.8% |
| 60000 | 1 | 0.8% |
| 97930 | 1 | 0.8% |
| 100000 | 1 | 0.8% |
| 125800 | 1 | 0.8% |
| 130000 | 1 | 0.8% |
| Value | Count | Frequency (%) |
| 529472230 | 1 | |
| 468689850 | 1 | |
| 187391840 | 1 | |
| 60187740 | 1 | |
| 55966640 | 1 | |
| 40358710 | 1 | |
| 35412350 | 1 | |
| 35340710 | 1 | |
| 30709390 | 1 | |
| 29382030 | 1 |
(외래)기관부담금(급여)
Real number (ℝ)
MISSING ZEROS
| Distinct | 105 |
|---|---|
| Distinct (%) | 90.5% |
| Missing | 4 |
| Missing (%) | 3.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5507254.2 |
| Minimum | -143700 |
|---|---|
| Maximum | 1.5051019 × 108 |
| Zeros | 10 |
| Zeros (%) | 8.3% |
| Negative | 2 |
| Negative (%) | 1.7% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | -143700 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 202637.5 |
| median | 2567045 |
| Q3 | 5106122.5 |
| 95-th percentile | 14684905 |
| Maximum | 1.5051019 × 108 |
| Range | 1.5065389 × 108 |
| Interquartile range (IQR) | 4903485 |
Descriptive statistics
| Standard deviation | 15555683 |
|---|---|
| Coefficient of variation (CV) | 2.8245804 |
| Kurtosis | 68.806071 |
| Mean | 5507254.2 |
| Median Absolute Deviation (MAD) | 2428665 |
| Skewness | 7.8122841 |
| Sum | 6.3884149 × 108 |
| Variance | 2.4197926 × 1014 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 10 | 8.3% |
| 53500 | 2 | 1.7% |
| 1500 | 2 | 1.7% |
| 149200 | 1 | 0.8% |
| 2304150 | 1 | 0.8% |
| 4220440 | 1 | 0.8% |
| 2508100 | 1 | 0.8% |
| 1584880 | 1 | 0.8% |
| 9000 | 1 | 0.8% |
| 2243520 | 1 | 0.8% |
| Other values (95) | 95 | |
| (Missing) | 4 | 3.3% |
| Value | Count | Frequency (%) |
| -143700 | 1 | 0.8% |
| -49810 | 1 | 0.8% |
| 0 | 10 | |
| 1500 | 2 | 1.7% |
| 6000 | 1 | 0.8% |
| 8500 | 1 | 0.8% |
| 9000 | 1 | 0.8% |
| 11450 | 1 | 0.8% |
| 11530 | 1 | 0.8% |
| 13140 | 1 | 0.8% |
| Value | Count | Frequency (%) |
| 150510190 | 1 | |
| 69773370 | 1 | |
| 26208840 | 1 | |
| 20215520 | 1 | |
| 16122780 | 1 | |
| 14887540 | 1 | |
| 14617360 | 1 | |
| 13793070 | 1 | |
| 12840700 | 1 | |
| 11509960 | 1 |
토지 및 건물대여료
Real number (ℝ)
MISSING ZEROS
| Distinct | 116 |
|---|---|
| Distinct (%) | 98.3% |
| Missing | 2 |
| Missing (%) | 1.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6170097.5 |
| Minimum | -4681500 |
|---|---|
| Maximum | 62052820 |
| Zeros | 2 |
| Zeros (%) | 1.7% |
| Negative | 13 |
| Negative (%) | 10.8% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | -4681500 |
|---|---|
| 5-th percentile | -1887747.5 |
| Q1 | 780155 |
| median | 1571000 |
| Q3 | 6358757.5 |
| 95-th percentile | 23305756 |
| Maximum | 62052820 |
| Range | 66734320 |
| Interquartile range (IQR) | 5578602.5 |
Descriptive statistics
| Standard deviation | 10532746 |
|---|---|
| Coefficient of variation (CV) | 1.7070631 |
| Kurtosis | 10.617674 |
| Mean | 6170097.5 |
| Median Absolute Deviation (MAD) | 1805005 |
| Skewness | 2.8935158 |
| Sum | 7.2807151 × 108 |
| Variance | 1.1093874 × 1014 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2 | 1.7% |
| 1045720 | 2 | 1.7% |
| 6204310 | 1 | 0.8% |
| 17294820 | 1 | 0.8% |
| 23065370 | 1 | 0.8% |
| 21354530 | 1 | 0.8% |
| 2949370 | 1 | 0.8% |
| -119110 | 1 | 0.8% |
| 6111330 | 1 | 0.8% |
| 985680 | 1 | 0.8% |
| Other values (106) | 106 | |
| (Missing) | 2 | 1.7% |
| Value | Count | Frequency (%) |
| -4681500 | 1 | |
| -3689710 | 1 | |
| -3122650 | 1 | |
| -2702020 | 1 | |
| -2469580 | 1 | |
| -2038070 | 1 | |
| -1861220 | 1 | |
| -1298810 | 1 | |
| -975160 | 1 | |
| -697850 | 1 |
| Value | Count | Frequency (%) |
| 62052820 | 1 | |
| 54738600 | 1 | |
| 45905530 | 1 | |
| 25111300 | 1 | |
| 24210900 | 1 | |
| 23755330 | 1 | |
| 23226420 | 1 | |
| 23065370 | 1 | |
| 22169750 | 1 | |
| 22011420 | 1 |
면허료 및 수수료
Real number (ℝ)
MISSING ZEROS
| Distinct | 86 |
|---|---|
| Distinct (%) | 72.9% |
| Missing | 2 |
| Missing (%) | 1.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 319406.1 |
| Minimum | -7241000 |
|---|---|
| Maximum | 7818740 |
| Zeros | 33 |
| Zeros (%) | 27.5% |
| Negative | 1 |
| Negative (%) | 0.8% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | -7241000 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 375745 |
| Q3 | 475697.5 |
| 95-th percentile | 685509.5 |
| Maximum | 7818740 |
| Range | 15059740 |
| Interquartile range (IQR) | 475697.5 |
Descriptive statistics
| Standard deviation | 1014230.6 |
|---|---|
| Coefficient of variation (CV) | 3.1753638 |
| Kurtosis | 51.602892 |
| Mean | 319406.1 |
| Median Absolute Deviation (MAD) | 140620 |
| Skewness | -0.084116635 |
| Sum | 37689920 |
| Variance | 1.0286636 × 1012 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 33 | |
| 526650 | 1 | 0.8% |
| 376280 | 1 | 0.8% |
| 368110 | 1 | 0.8% |
| 325560 | 1 | 0.8% |
| 467030 | 1 | 0.8% |
| 543080 | 1 | 0.8% |
| 396930 | 1 | 0.8% |
| 517620 | 1 | 0.8% |
| 484890 | 1 | 0.8% |
| Other values (76) | 76 | |
| (Missing) | 2 | 1.7% |
| Value | Count | Frequency (%) |
| -7241000 | 1 | 0.8% |
| 0 | 33 | |
| 41000 | 1 | 0.8% |
| 53600 | 1 | 0.8% |
| 124200 | 1 | 0.8% |
| 171900 | 1 | 0.8% |
| 233550 | 1 | 0.8% |
| 266910 | 1 | 0.8% |
| 281450 | 1 | 0.8% |
| 285700 | 1 | 0.8% |
| Value | Count | Frequency (%) |
| 7818740 | 1 | |
| 1103170 | 1 | |
| 934900 | 1 | |
| 850270 | 1 | |
| 764240 | 1 | |
| 692420 | 1 | |
| 684290 | 1 | |
| 663150 | 1 | |
| 657810 | 1 | |
| 638570 | 1 |
이월금(잉여금) 및 전입금
Real number (ℝ)
MISSING ZEROS
| Distinct | 26 |
|---|---|
| Distinct (%) | 22.2% |
| Missing | 3 |
| Missing (%) | 2.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.4544613 × 109 |
| Minimum | -80000000 |
|---|---|
| Maximum | 1.8009 × 1010 |
| Zeros | 91 |
| Zeros (%) | 75.8% |
| Negative | 2 |
| Negative (%) | 1.7% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | -80000000 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 9.4776236 × 109 |
| Maximum | 1.8009 × 1010 |
| Range | 1.8089 × 1010 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3.4439371 × 109 |
|---|---|
| Coefficient of variation (CV) | 2.3678437 |
| Kurtosis | 6.4167314 |
| Mean | 1.4544613 × 109 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.5623668 |
| Sum | 1.7017197 × 1011 |
| Variance | 1.1860703 × 1019 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| 0 | 91 | |
| 5346800000 | 2 | 1.7% |
| 12007000000 | 1 | 0.8% |
| 9070200000 | 1 | 0.8% |
| 1007800000 | 1 | 0.8% |
| 6088553250 | 1 | 0.8% |
| -52000000 | 1 | 0.8% |
| 2673400000 | 1 | 0.8% |
| 5946288260 | 1 | 0.8% |
| 7861000000 | 1 | 0.8% |
| Other values (16) | 16 | 13.3% |
| (Missing) | 3 | 2.5% |
| Value | Count | Frequency (%) |
| -80000000 | 1 | 0.8% |
| -52000000 | 1 | 0.8% |
| 0 | 91 | |
| 7197000 | 1 | 0.8% |
| 1007800000 | 1 | 0.8% |
| 1589920620 | 1 | 0.8% |
| 2673400000 | 1 | 0.8% |
| 3208173350 | 1 | 0.8% |
| 3400000000 | 1 | 0.8% |
| 4530137620 | 1 | 0.8% |
| Value | Count | Frequency (%) |
| 18009000000 | 1 | |
| 14063000000 | 1 | |
| 12007000000 | 1 | |
| 10691000000 | 1 | |
| 9570314970 | 1 | |
| 9492000000 | 1 | |
| 9474029440 | 1 | |
| 9070200000 | 1 | |
| 9006256000 | 1 | |
| 8802000000 | 1 |
기타수입
Real number (ℝ)
MISSING ZEROS
| Distinct | 108 |
|---|---|
| Distinct (%) | 91.5% |
| Missing | 2 |
| Missing (%) | 1.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 87720174 |
| Minimum | -50332590 |
|---|---|
| Maximum | 1.5211011 × 109 |
| Zeros | 11 |
| Zeros (%) | 9.2% |
| Negative | 4 |
| Negative (%) | 3.3% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | -50332590 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 164070 |
| median | 2909510 |
| Q3 | 69210145 |
| 95-th percentile | 5.3145167 × 108 |
| Maximum | 1.5211011 × 109 |
| Range | 1.5714337 × 109 |
| Interquartile range (IQR) | 69046075 |
Descriptive statistics
| Standard deviation | 2.2392888 × 108 |
|---|---|
| Coefficient of variation (CV) | 2.5527638 |
| Kurtosis | 18.891727 |
| Mean | 87720174 |
| Median Absolute Deviation (MAD) | 2909510 |
| Skewness | 4.0347699 |
| Sum | 1.0350981 × 1010 |
| Variance | 5.0144146 × 1016 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 11 | 9.2% |
| 2022700 | 1 | 0.8% |
| 1065409410 | 1 | 0.8% |
| 590199540 | 1 | 0.8% |
| 529129480 | 1 | 0.8% |
| 110400000 | 1 | 0.8% |
| 596174610 | 1 | 0.8% |
| -15338230 | 1 | 0.8% |
| 67857580 | 1 | 0.8% |
| 126562860 | 1 | 0.8% |
| Other values (98) | 98 | |
| (Missing) | 2 | 1.7% |
| Value | Count | Frequency (%) |
| -50332590 | 1 | 0.8% |
| -15338230 | 1 | 0.8% |
| -4455280 | 1 | 0.8% |
| -818740 | 1 | 0.8% |
| 0 | 11 | |
| 4550 | 1 | 0.8% |
| 8080 | 1 | 0.8% |
| 8220 | 1 | 0.8% |
| 12910 | 1 | 0.8% |
| 14670 | 1 | 0.8% |
| Value | Count | Frequency (%) |
| 1521101080 | 1 | |
| 1065409410 | 1 | |
| 1015674070 | 1 | |
| 596174610 | 1 | |
| 590199540 | 1 | |
| 544610750 | 1 | |
| 529129480 | 1 | |
| 453865360 | 1 | |
| 447699780 | 1 | |
| 388708840 | 1 |
| (입원)본인부담금 | (입원)기관부담금(보험) | (입원)기관부담금(급여) | (외래)기관부담금(보험) | (외래)기관부담금(급여) | 토지 및 건물대여료 | 면허료 및 수수료 | 이월금(잉여금) 및 전입금 | 기타수입 | |
|---|---|---|---|---|---|---|---|---|---|
| (입원)본인부담금 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.388 | 0.000 | 0.606 |
| (입원)기관부담금(보험) | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.135 | 0.238 | 0.661 |
| (입원)기관부담금(급여) | 0.000 | 0.000 | 1.000 | 0.070 | 0.451 | 0.276 | 0.507 | 0.824 | 0.441 |
| (외래)기관부담금(보험) | 0.000 | 0.000 | 0.070 | 1.000 | 0.628 | 0.358 | 0.000 | 0.401 | 0.000 |
| (외래)기관부담금(급여) | 0.000 | 0.000 | 0.451 | 0.628 | 1.000 | 0.617 | 0.000 | 0.381 | 0.000 |
| 토지 및 건물대여료 | 0.000 | 0.000 | 0.276 | 0.358 | 0.617 | 1.000 | 0.807 | 0.249 | 0.338 |
| 면허료 및 수수료 | 0.388 | 0.135 | 0.507 | 0.000 | 0.000 | 0.807 | 1.000 | 0.000 | 0.380 |
| 이월금(잉여금) 및 전입금 | 0.000 | 0.238 | 0.824 | 0.401 | 0.381 | 0.249 | 0.000 | 1.000 | 0.000 |
| 기타수입 | 0.606 | 0.661 | 0.441 | 0.000 | 0.000 | 0.338 | 0.380 | 0.000 | 1.000 |
| (입원)본인부담금 | (입원)기관부담금(보험) | (입원)기관부담금(급여) | (외래)기관부담금(보험) | (외래)기관부담금(급여) | 토지 및 건물대여료 | 면허료 및 수수료 | 이월금(잉여금) 및 전입금 | 기타수입 | |
|---|---|---|---|---|---|---|---|---|---|
| (입원)본인부담금 | 1.000 | -0.021 | -0.187 | -0.199 | -0.323 | 0.163 | -0.354 | -0.039 | 0.312 |
| (입원)기관부담금(보험) | -0.021 | 1.000 | 0.152 | 0.150 | 0.101 | 0.022 | 0.014 | 0.088 | 0.152 |
| (입원)기관부담금(급여) | -0.187 | 0.152 | 1.000 | 0.323 | 0.490 | 0.181 | 0.293 | 0.184 | -0.175 |
| (외래)기관부담금(보험) | -0.199 | 0.150 | 0.323 | 1.000 | 0.401 | 0.079 | 0.470 | -0.023 | -0.187 |
| (외래)기관부담금(급여) | -0.323 | 0.101 | 0.490 | 0.401 | 1.000 | 0.039 | 0.454 | 0.098 | -0.196 |
| 토지 및 건물대여료 | 0.163 | 0.022 | 0.181 | 0.079 | 0.039 | 1.000 | 0.021 | 0.073 | 0.117 |
| 면허료 및 수수료 | -0.354 | 0.014 | 0.293 | 0.470 | 0.454 | 0.021 | 1.000 | 0.004 | -0.379 |
| 이월금(잉여금) 및 전입금 | -0.039 | 0.088 | 0.184 | -0.023 | 0.098 | 0.073 | 0.004 | 1.000 | 0.015 |
| 기타수입 | 0.312 | 0.152 | -0.175 | -0.187 | -0.196 | 0.117 | -0.379 | 0.015 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| 년월 | (입원)본인부담금 | (입원)기관부담금(보험) | (입원)기관부담금(급여) | (외래)본인부담금 | (외래)기관부담금(보험) | (외래)기관부담금(급여) | 토지 및 건물대여료 | 면허료 및 수수료 | 이월금(잉여금) 및 전입금 | 기타수입 | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2014-01 | 1610530 | 4199820 | 174920230 | 2576000 | 3000 | 4934320 | 6130080 | 434200 | 9006256000 | 69661000 |
| 1 | 2014-02 | 1432350 | 180555440 | 96167570 | 2328820 | 15199710 | 1864160 | 14769200 | 613540 | 0 | 269270 |
| 2 | 2014-03 | 1198560 | 174588940 | 102640450 | 2950480 | 17341850 | 2807780 | 20229940 | 638570 | 0 | 402140 |
| 3 | 2014-04 | 1230500 | 0 | 0 | 2618180 | 12507980 | 53500 | -2469580 | 566170 | 0 | 8080 |
| 4 | 2014-05 | 1136600 | 229721460 | 171748480 | 2408860 | 1382070 | 6422920 | 692120 | 684290 | 0 | 3004660 |
| 5 | 2014-06 | 1210630 | 181420860 | 89721590 | 2727160 | 16002240 | 57500 | 6266300 | 657810 | 0 | 155700 |
| 6 | 2014-07 | 1128600 | 183380120 | 161484490 | 2220110 | 16015000 | 7460150 | 23755330 | 692420 | 0 | 263560 |
| 7 | 2014-08 | 1161310 | 189632750 | 70959190 | 2259290 | 14809250 | 4048580 | 0 | 623670 | 0 | 3009710 |
| 8 | 2014-09 | 1298240 | -115920 | 90843410 | 1966000 | 15867690 | 4299770 | 7676440 | 850270 | 0 | 2024000 |
| 9 | 2014-10 | 1324580 | 366697500 | 82608120 | 2046610 | 14375140 | 4059280 | -697850 | 663150 | 0 | 2814360 |
| 년월 | (입원)본인부담금 | (입원)기관부담금(보험) | (입원)기관부담금(급여) | (외래)본인부담금 | (외래)기관부담금(보험) | (외래)기관부담금(급여) | 토지 및 건물대여료 | 면허료 및 수수료 | 이월금(잉여금) 및 전입금 | 기타수입 | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 110 | 2023-03 | 4370590 | 180816990 | 87752370 | 816850 | 4895100 | 2035330 | 62052820 | 0 | 0 | 110000000 |
| 111 | 2023-04 | 56000 | 118480000 | 0 | 246300 | 486730 | 2039130 | -4681500 | 0 | 0 | 100000000 |
| 112 | 2023-05 | 1555530 | 161878730 | 194650170 | 311530 | 9163570 | 1388860 | 3731040 | 0 | 0 | 35367940 |
| 113 | 2023-06 | 8641170 | 145239450 | 97902140 | 844980 | 24285530 | 2135890 | 6511610 | 0 | 0 | 447699780 |
| 114 | 2023-07 | 1507540 | 142776480 | 75427210 | 182300 | 12931590 | 1612810 | 88980 | 0 | 0 | 0 |
| 115 | 2023-08 | 6462230 | 118869880 | 67594720 | 254600 | 8121190 | 1338590 | 1004620 | 0 | 0 | 5138000 |
| 116 | 2023-09 | 3592470 | 166432790 | 95826390 | 406340 | 763200 | 6920900 | 8127990 | 0 | 0 | 29602120 |
| 117 | 2023-10 | 1812200 | 196410360 | 71347300 | 12779650 | 423540 | 1303720 | 240820 | -7241000 | 0 | 0 |
| 118 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 119 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
Most frequently occurring
| 년월 | (입원)본인부담금 | (입원)기관부담금(보험) | (입원)기관부담금(급여) | (외래)본인부담금 | (외래)기관부담금(보험) | (외래)기관부담금(급여) | 토지 및 건물대여료 | 면허료 및 수수료 | 이월금(잉여금) 및 전입금 | 기타수입 | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 2 |