Dataset statistics
| Number of variables | 17 |
|---|---|
| Number of observations | 500 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 70.9 KiB |
| Average record size in memory | 145.3 B |
Variable types
| Text | 2 |
|---|---|
| Numeric | 9 |
| Boolean | 2 |
| Categorical | 4 |
Dataset
| Description | 해당 파일 데이터는 신용보증기금의 보증고객 창업기업 성과공유금 폐지에 대해 확인하실 수 있는 자료이니 데이터 활용에 참고하여 주시기 바랍니다. |
|---|---|
| Author | 신용보증기금 |
| URL | https://www.data.go.kr/data/15093238/fileData.do |
4기성과공유금액대상여부 has constant value "" | Constant |
4기납부여부 has constant value "" | Constant |
5기성과공유금액대상여부 has constant value "" | Constant |
5기납부여부 has constant value "" | Constant |
유효개시일자 has constant value "" | Constant |
유효종료일자 has constant value "" | Constant |
4기설정금액 is highly overall correlated with 5기설정금액 | High correlation |
4기건별발급합계금액 is highly overall correlated with 4기납부대상금액 and 2 other fields | High correlation |
4기납부대상금액 is highly overall correlated with 4기건별발급합계금액 and 2 other fields | High correlation |
5기설정금액 is highly overall correlated with 4기설정금액 | High correlation |
5기건별발급합계금액 is highly overall correlated with 4기건별발급합계금액 and 2 other fields | High correlation |
5기납부대상금액 is highly overall correlated with 4기건별발급합계금액 and 2 other fields | High correlation |
4기건별발급합계금액 has 413 (82.6%) zeros | Zeros |
4기납부대상금액 has 413 (82.6%) zeros | Zeros |
5기건별발급합계금액 has 413 (82.6%) zeros | Zeros |
5기납부대상금액 has 413 (82.6%) zeros | Zeros |
Reproduction
| Analysis started | 2023-12-12 11:48:16.406002 |
|---|---|
| Analysis finished | 2023-12-12 11:48:27.068212 |
| Duration | 10.66 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
기업고객ID
Text
| Distinct | 331 |
|---|---|
| Distinct (%) | 66.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.0 KiB |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 5000 |
|---|---|
| Distinct characters | 62 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 247 ? |
|---|---|
| Unique (%) | 49.4% |
Sample
| 1st row | 9bsBkYGgH6 |
|---|---|
| 2nd row | 9bsBkYGgH6 |
| 3rd row | 9bv3YIys6C |
| 4th row | 9bqa9z2lhu |
| 5th row | 9bp1BBjC7z |
| Value | Count | Frequency (%) |
| 9bq3ddwuet | 14 | 2.8% |
| 9bsfmfrokv | 9 | 1.8% |
| 9bppb9hl4o | 9 | 1.8% |
| 9bujcec2mr | 8 | 1.6% |
| 9btmyvlyrb | 7 | 1.4% |
| 9bqdw0rlpg | 6 | 1.2% |
| 9bfckrnjdb | 6 | 1.2% |
| 9bmdlhzmpk | 6 | 1.2% |
| 9bwpqigjzv | 5 | 1.0% |
| 9bg9fsu9qq | 5 | 1.0% |
| Other values (321) | 425 |
Most occurring characters
| Value | Count | Frequency (%) |
| 9 | 573 | 11.5% |
| b | 553 | 11.1% |
| q | 129 | 2.6% |
| p | 123 | 2.5% |
| u | 116 | 2.3% |
| a | 96 | 1.9% |
| o | 94 | 1.9% |
| n | 93 | 1.9% |
| t | 90 | 1.8% |
| D | 86 | 1.7% |
| Other values (52) | 3047 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2455 | |
| Uppercase Letter | 1519 | |
| Decimal Number | 1026 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| b | 553 | |
| q | 129 | 5.3% |
| p | 123 | 5.0% |
| u | 116 | 4.7% |
| a | 96 | 3.9% |
| o | 94 | 3.8% |
| n | 93 | 3.8% |
| t | 90 | 3.7% |
| s | 85 | 3.5% |
| m | 75 | 3.1% |
| Other values (16) | 1001 |
Uppercase Letter
| Value | Count | Frequency (%) |
| D | 86 | 5.7% |
| F | 76 | 5.0% |
| R | 73 | 4.8% |
| K | 70 | 4.6% |
| E | 70 | 4.6% |
| X | 69 | 4.5% |
| L | 68 | 4.5% |
| J | 68 | 4.5% |
| Q | 65 | 4.3% |
| Z | 61 | 4.0% |
| Other values (16) | 813 |
Decimal Number
| Value | Count | Frequency (%) |
| 9 | 573 | |
| 2 | 70 | 6.8% |
| 3 | 65 | 6.3% |
| 6 | 63 | 6.1% |
| 5 | 48 | 4.7% |
| 4 | 46 | 4.5% |
| 1 | 43 | 4.2% |
| 7 | 43 | 4.2% |
| 8 | 43 | 4.2% |
| 0 | 32 | 3.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3974 | |
| Common | 1026 | 20.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| b | 553 | 13.9% |
| q | 129 | 3.2% |
| p | 123 | 3.1% |
| u | 116 | 2.9% |
| a | 96 | 2.4% |
| o | 94 | 2.4% |
| n | 93 | 2.3% |
| t | 90 | 2.3% |
| D | 86 | 2.2% |
| s | 85 | 2.1% |
| Other values (42) | 2509 |
Common
| Value | Count | Frequency (%) |
| 9 | 573 | |
| 2 | 70 | 6.8% |
| 3 | 65 | 6.3% |
| 6 | 63 | 6.1% |
| 5 | 48 | 4.7% |
| 4 | 46 | 4.5% |
| 1 | 43 | 4.2% |
| 7 | 43 | 4.2% |
| 8 | 43 | 4.2% |
| 0 | 32 | 3.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 9 | 573 | 11.5% |
| b | 553 | 11.1% |
| q | 129 | 2.6% |
| p | 123 | 2.5% |
| u | 116 | 2.3% |
| a | 96 | 1.9% |
| o | 94 | 1.9% |
| n | 93 | 1.9% |
| t | 90 | 1.8% |
| D | 86 | 1.7% |
| Other values (52) | 3047 |
이력일련번호
Real number (ℝ)
| Distinct | 14 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.064 |
| Minimum | 1 |
|---|---|
| Maximum | 14 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 7 |
| Maximum | 14 |
| Range | 13 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 2.1082679 |
|---|---|
| Coefficient of variation (CV) | 1.0214476 |
| Kurtosis | 7.4399759 |
| Mean | 2.064 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.6221064 |
| Sum | 1032 |
| Variance | 4.4447936 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 1 | 331 | |
| 2 | 57 | 11.4% |
| 3 | 41 | 8.2% |
| 5 | 17 | 3.4% |
| 4 | 13 | 2.6% |
| 6 | 13 | 2.6% |
| 7 | 9 | 1.8% |
| 9 | 6 | 1.2% |
| 8 | 5 | 1.0% |
| 11 | 3 | 0.6% |
| Other values (4) | 5 | 1.0% |
| Value | Count | Frequency (%) |
| 1 | 331 | |
| 2 | 57 | 11.4% |
| 3 | 41 | 8.2% |
| 4 | 13 | 2.6% |
| 5 | 17 | 3.4% |
| 6 | 13 | 2.6% |
| 7 | 9 | 1.8% |
| 8 | 5 | 1.0% |
| 9 | 6 | 1.2% |
| 10 | 2 | 0.4% |
| Value | Count | Frequency (%) |
| 14 | 1 | 0.2% |
| 13 | 1 | 0.2% |
| 12 | 1 | 0.2% |
| 11 | 3 | 0.6% |
| 10 | 2 | 0.4% |
| 9 | 6 | 1.2% |
| 8 | 5 | 1.0% |
| 7 | 9 | |
| 6 | 13 | |
| 5 | 17 |
4기성과공유금액대상여부
Boolean
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 632.0 B |
| False |
|---|
| Value | Count | Frequency (%) |
| False | 500 |
4기설정금액
Real number (ℝ)
HIGH CORRELATION
| Distinct | 25 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5859200 |
| Minimum | 600000 |
|---|---|
| Maximum | 10000000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.5 KiB |
Quantile statistics
| Minimum | 600000 |
|---|---|
| 5-th percentile | 2000000 |
| Q1 | 4000000 |
| median | 6000000 |
| Q3 | 6000000 |
| 95-th percentile | 10000000 |
| Maximum | 10000000 |
| Range | 9400000 |
| Interquartile range (IQR) | 2000000 |
Descriptive statistics
| Standard deviation | 2331619.2 |
|---|---|
| Coefficient of variation (CV) | 0.39794157 |
| Kurtosis | -0.16434394 |
| Mean | 5859200 |
| Median Absolute Deviation (MAD) | 300000 |
| Skewness | 0.25647557 |
| Sum | 2.9296 × 109 |
| Variance | 5.4364483 × 1012 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 6000000 | 239 | |
| 10000000 | 83 | 16.6% |
| 4000000 | 64 | 12.8% |
| 3000000 | 22 | 4.4% |
| 2000000 | 16 | 3.2% |
| 5000000 | 15 | 3.0% |
| 6300000 | 14 | 2.8% |
| 1000000 | 7 | 1.4% |
| 1600000 | 6 | 1.2% |
| 2400000 | 6 | 1.2% |
| Other values (15) | 28 | 5.6% |
| Value | Count | Frequency (%) |
| 600000 | 1 | 0.2% |
| 800000 | 1 | 0.2% |
| 1000000 | 7 | |
| 1200000 | 1 | 0.2% |
| 1300000 | 1 | 0.2% |
| 1400000 | 1 | 0.2% |
| 1600000 | 6 | 1.2% |
| 1800000 | 4 | 0.8% |
| 2000000 | 16 | |
| 2400000 | 6 | 1.2% |
| Value | Count | Frequency (%) |
| 10000000 | 83 | 16.6% |
| 9000000 | 2 | 0.4% |
| 8000000 | 4 | 0.8% |
| 7000000 | 2 | 0.4% |
| 6300000 | 14 | 2.8% |
| 6000000 | 239 | |
| 5500000 | 2 | 0.4% |
| 5000000 | 15 | 3.0% |
| 4500000 | 1 | 0.2% |
| 4400000 | 1 | 0.2% |
4기건별발급합계금액
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 42 |
|---|---|
| Distinct (%) | 8.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 408086 |
| Minimum | 0 |
|---|---|
| Maximum | 10800000 |
| Zeros | 413 |
| Zeros (%) | 82.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2241000 |
| Maximum | 10800000 |
| Range | 10800000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1253099 |
|---|---|
| Coefficient of variation (CV) | 3.0706737 |
| Kurtosis | 25.156406 |
| Mean | 408086 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.5612751 |
| Sum | 2.04043 × 108 |
| Variance | 1.570257 × 1012 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=42)
| Value | Count | Frequency (%) |
| 0 | 413 | |
| 1800000 | 10 | 2.0% |
| 1260000 | 8 | 1.6% |
| 1980000 | 7 | 1.4% |
| 900000 | 7 | 1.4% |
| 1955000 | 4 | 0.8% |
| 360000 | 4 | 0.8% |
| 540000 | 4 | 0.8% |
| 1170000 | 3 | 0.6% |
| 630000 | 2 | 0.4% |
| Other values (32) | 38 | 7.6% |
| Value | Count | Frequency (%) |
| 0 | 413 | |
| 255000 | 1 | 0.2% |
| 340000 | 1 | 0.2% |
| 360000 | 4 | 0.8% |
| 540000 | 4 | 0.8% |
| 630000 | 2 | 0.4% |
| 680000 | 1 | 0.2% |
| 799000 | 1 | 0.2% |
| 900000 | 7 | 1.4% |
| 986000 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 10800000 | 1 | |
| 9820000 | 1 | |
| 7920000 | 2 | |
| 7560000 | 1 | |
| 6250000 | 2 | |
| 5800000 | 1 | |
| 4700000 | 1 | |
| 4680000 | 1 | |
| 4400000 | 1 | |
| 4000000 | 1 |
4기납부대상금액
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 42 |
|---|---|
| Distinct (%) | 8.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 406486 |
| Minimum | 0 |
|---|---|
| Maximum | 10000000 |
| Zeros | 413 |
| Zeros (%) | 82.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2241000 |
| Maximum | 10000000 |
| Range | 10000000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1240248.5 |
|---|---|
| Coefficient of variation (CV) | 3.0511468 |
| Kurtosis | 23.624732 |
| Mean | 406486 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.4555712 |
| Sum | 2.03243 × 108 |
| Variance | 1.5382162 × 1012 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=42)
| Value | Count | Frequency (%) |
| 0 | 413 | |
| 1800000 | 10 | 2.0% |
| 1260000 | 8 | 1.6% |
| 1980000 | 7 | 1.4% |
| 900000 | 7 | 1.4% |
| 1955000 | 4 | 0.8% |
| 360000 | 4 | 0.8% |
| 540000 | 4 | 0.8% |
| 1170000 | 3 | 0.6% |
| 630000 | 2 | 0.4% |
| Other values (32) | 38 | 7.6% |
| Value | Count | Frequency (%) |
| 0 | 413 | |
| 255000 | 1 | 0.2% |
| 340000 | 1 | 0.2% |
| 360000 | 4 | 0.8% |
| 540000 | 4 | 0.8% |
| 630000 | 2 | 0.4% |
| 680000 | 1 | 0.2% |
| 799000 | 1 | 0.2% |
| 900000 | 7 | 1.4% |
| 986000 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 10000000 | 1 | |
| 9820000 | 1 | |
| 7920000 | 2 | |
| 7560000 | 1 | |
| 6250000 | 2 | |
| 5800000 | 1 | |
| 4700000 | 1 | |
| 4680000 | 1 | |
| 4400000 | 1 | |
| 4000000 | 1 |
4기납부여부
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.0 KiB |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | |
|---|---|
| 2nd row | |
| 3rd row | |
| 4th row | |
| 5th row |
Common Values
| Value | Count | Frequency (%) |
| 500 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| No values found. | ||
5기성과공유금액대상여부
Boolean
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 632.0 B |
| False |
|---|
| Value | Count | Frequency (%) |
| False | 500 |
5기설정금액
Real number (ℝ)
HIGH CORRELATION
| Distinct | 25 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5859200 |
| Minimum | 600000 |
|---|---|
| Maximum | 10000000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.5 KiB |
Quantile statistics
| Minimum | 600000 |
|---|---|
| 5-th percentile | 2000000 |
| Q1 | 4000000 |
| median | 6000000 |
| Q3 | 6000000 |
| 95-th percentile | 10000000 |
| Maximum | 10000000 |
| Range | 9400000 |
| Interquartile range (IQR) | 2000000 |
Descriptive statistics
| Standard deviation | 2331619.2 |
|---|---|
| Coefficient of variation (CV) | 0.39794157 |
| Kurtosis | -0.16434394 |
| Mean | 5859200 |
| Median Absolute Deviation (MAD) | 300000 |
| Skewness | 0.25647557 |
| Sum | 2.9296 × 109 |
| Variance | 5.4364483 × 1012 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 6000000 | 239 | |
| 10000000 | 83 | 16.6% |
| 4000000 | 64 | 12.8% |
| 3000000 | 22 | 4.4% |
| 2000000 | 16 | 3.2% |
| 5000000 | 15 | 3.0% |
| 6300000 | 14 | 2.8% |
| 1000000 | 7 | 1.4% |
| 1600000 | 6 | 1.2% |
| 2400000 | 6 | 1.2% |
| Other values (15) | 28 | 5.6% |
| Value | Count | Frequency (%) |
| 600000 | 1 | 0.2% |
| 800000 | 1 | 0.2% |
| 1000000 | 7 | |
| 1200000 | 1 | 0.2% |
| 1300000 | 1 | 0.2% |
| 1400000 | 1 | 0.2% |
| 1600000 | 6 | 1.2% |
| 1800000 | 4 | 0.8% |
| 2000000 | 16 | |
| 2400000 | 6 | 1.2% |
| Value | Count | Frequency (%) |
| 10000000 | 83 | 16.6% |
| 9000000 | 2 | 0.4% |
| 8000000 | 4 | 0.8% |
| 7000000 | 2 | 0.4% |
| 6300000 | 14 | 2.8% |
| 6000000 | 239 | |
| 5500000 | 2 | 0.4% |
| 5000000 | 15 | 3.0% |
| 4500000 | 1 | 0.2% |
| 4400000 | 1 | 0.2% |
5기건별발급합계금액
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 42 |
|---|---|
| Distinct (%) | 8.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 408086 |
| Minimum | 0 |
|---|---|
| Maximum | 10800000 |
| Zeros | 413 |
| Zeros (%) | 82.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2241000 |
| Maximum | 10800000 |
| Range | 10800000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1253099 |
|---|---|
| Coefficient of variation (CV) | 3.0706737 |
| Kurtosis | 25.156406 |
| Mean | 408086 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.5612751 |
| Sum | 2.04043 × 108 |
| Variance | 1.570257 × 1012 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=42)
| Value | Count | Frequency (%) |
| 0 | 413 | |
| 1800000 | 10 | 2.0% |
| 1260000 | 8 | 1.6% |
| 1980000 | 7 | 1.4% |
| 900000 | 7 | 1.4% |
| 1955000 | 4 | 0.8% |
| 360000 | 4 | 0.8% |
| 540000 | 4 | 0.8% |
| 1170000 | 3 | 0.6% |
| 630000 | 2 | 0.4% |
| Other values (32) | 38 | 7.6% |
| Value | Count | Frequency (%) |
| 0 | 413 | |
| 255000 | 1 | 0.2% |
| 340000 | 1 | 0.2% |
| 360000 | 4 | 0.8% |
| 540000 | 4 | 0.8% |
| 630000 | 2 | 0.4% |
| 680000 | 1 | 0.2% |
| 799000 | 1 | 0.2% |
| 900000 | 7 | 1.4% |
| 986000 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 10800000 | 1 | |
| 9820000 | 1 | |
| 7920000 | 2 | |
| 7560000 | 1 | |
| 6250000 | 2 | |
| 5800000 | 1 | |
| 4700000 | 1 | |
| 4680000 | 1 | |
| 4400000 | 1 | |
| 4000000 | 1 |
5기납부대상금액
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 42 |
|---|---|
| Distinct (%) | 8.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 406486 |
| Minimum | 0 |
|---|---|
| Maximum | 10000000 |
| Zeros | 413 |
| Zeros (%) | 82.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2241000 |
| Maximum | 10000000 |
| Range | 10000000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1240248.5 |
|---|---|
| Coefficient of variation (CV) | 3.0511468 |
| Kurtosis | 23.624732 |
| Mean | 406486 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.4555712 |
| Sum | 2.03243 × 108 |
| Variance | 1.5382162 × 1012 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=42)
| Value | Count | Frequency (%) |
| 0 | 413 | |
| 1800000 | 10 | 2.0% |
| 1260000 | 8 | 1.6% |
| 1980000 | 7 | 1.4% |
| 900000 | 7 | 1.4% |
| 1955000 | 4 | 0.8% |
| 360000 | 4 | 0.8% |
| 540000 | 4 | 0.8% |
| 1170000 | 3 | 0.6% |
| 630000 | 2 | 0.4% |
| Other values (32) | 38 | 7.6% |
| Value | Count | Frequency (%) |
| 0 | 413 | |
| 255000 | 1 | 0.2% |
| 340000 | 1 | 0.2% |
| 360000 | 4 | 0.8% |
| 540000 | 4 | 0.8% |
| 630000 | 2 | 0.4% |
| 680000 | 1 | 0.2% |
| 799000 | 1 | 0.2% |
| 900000 | 7 | 1.4% |
| 986000 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 10000000 | 1 | |
| 9820000 | 1 | |
| 7920000 | 2 | |
| 7560000 | 1 | |
| 6250000 | 2 | |
| 5800000 | 1 | |
| 4700000 | 1 | |
| 4680000 | 1 | |
| 4400000 | 1 | |
| 4000000 | 1 |
5기납부여부
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.0 KiB |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | |
|---|---|
| 2nd row | |
| 3rd row | |
| 4th row | |
| 5th row |
Common Values
| Value | Count | Frequency (%) |
| 500 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| No values found. | ||
유효개시일자
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.0 KiB |
| 00:00.0 |
|---|
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 00:00.0 |
|---|---|
| 2nd row | 00:00.0 |
| 3rd row | 00:00.0 |
| 4th row | 00:00.0 |
| 5th row | 00:00.0 |
Common Values
| Value | Count | Frequency (%) |
| 00:00.0 | 500 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 00:00.0 | 500 |
유효종료일자
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.0 KiB |
| 00:00.0 |
|---|
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 00:00.0 |
|---|---|
| 2nd row | 00:00.0 |
| 3rd row | 00:00.0 |
| 4th row | 00:00.0 |
| 5th row | 00:00.0 |
Common Values
| Value | Count | Frequency (%) |
| 00:00.0 | 500 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 00:00.0 | 500 |
최종수정수
Real number (ℝ)
| Distinct | 14 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.238 |
| Minimum | 1 |
|---|---|
| Maximum | 14 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 7 |
| Maximum | 14 |
| Range | 13 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 2.1490912 |
|---|---|
| Coefficient of variation (CV) | 0.96027312 |
| Kurtosis | 6.3196425 |
| Mean | 2.238 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.4123969 |
| Sum | 1119 |
| Variance | 4.6185932 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 1 | 281 | |
| 2 | 98 | 19.6% |
| 3 | 36 | 7.2% |
| 4 | 23 | 4.6% |
| 5 | 17 | 3.4% |
| 6 | 14 | 2.8% |
| 7 | 10 | 2.0% |
| 8 | 7 | 1.4% |
| 9 | 5 | 1.0% |
| 11 | 3 | 0.6% |
| Other values (4) | 6 | 1.2% |
| Value | Count | Frequency (%) |
| 1 | 281 | |
| 2 | 98 | 19.6% |
| 3 | 36 | 7.2% |
| 4 | 23 | 4.6% |
| 5 | 17 | 3.4% |
| 6 | 14 | 2.8% |
| 7 | 10 | 2.0% |
| 8 | 7 | 1.4% |
| 9 | 5 | 1.0% |
| 10 | 3 | 0.6% |
| Value | Count | Frequency (%) |
| 14 | 1 | 0.2% |
| 13 | 1 | 0.2% |
| 12 | 1 | 0.2% |
| 11 | 3 | 0.6% |
| 10 | 3 | 0.6% |
| 9 | 5 | 1.0% |
| 8 | 7 | |
| 7 | 10 | |
| 6 | 14 | |
| 5 | 17 |
처리시각
Text
| Distinct | 499 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.0 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Characters and Unicode
| Total characters | 3500 |
|---|---|
| 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 | 498 ? |
|---|---|
| Unique (%) | 99.6% |
Sample
| 1st row | 03:10.8 |
|---|---|
| 2nd row | 06:34.1 |
| 3rd row | 04:00.0 |
| 4th row | 07:45.6 |
| 5th row | 34:08.3 |
| Value | Count | Frequency (%) |
| 32:33.7 | 2 | 0.4% |
| 06:15.7 | 1 | 0.2% |
| 44:42.6 | 1 | 0.2% |
| 33:00.2 | 1 | 0.2% |
| 43:51.6 | 1 | 0.2% |
| 49:17.6 | 1 | 0.2% |
| 00:24.4 | 1 | 0.2% |
| 32:27.1 | 1 | 0.2% |
| 21:44.4 | 1 | 0.2% |
| 21:51.5 | 1 | 0.2% |
| Other values (489) | 489 |
Most occurring characters
| Value | Count | Frequency (%) |
| : | 500 | |
| . | 500 | |
| 5 | 351 | |
| 2 | 339 | |
| 1 | 321 | |
| 0 | 319 | |
| 4 | 315 | |
| 3 | 296 | |
| 9 | 149 | 4.3% |
| 7 | 143 | 4.1% |
| Other values (2) | 267 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2500 | |
| Other Punctuation | 1000 | 28.6% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 5 | 351 | |
| 2 | 339 | |
| 1 | 321 | |
| 0 | 319 | |
| 4 | 315 | |
| 3 | 296 | |
| 9 | 149 | |
| 7 | 143 | |
| 6 | 138 | 5.5% |
| 8 | 129 | 5.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 500 | |
| . | 500 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3500 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| : | 500 | |
| . | 500 | |
| 5 | 351 | |
| 2 | 339 | |
| 1 | 321 | |
| 0 | 319 | |
| 4 | 315 | |
| 3 | 296 | |
| 9 | 149 | 4.3% |
| 7 | 143 | 4.1% |
| Other values (2) | 267 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3500 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| : | 500 | |
| . | 500 | |
| 5 | 351 | |
| 2 | 339 | |
| 1 | 321 | |
| 0 | 319 | |
| 4 | 315 | |
| 3 | 296 | |
| 9 | 149 | 4.3% |
| 7 | 143 | 4.1% |
| Other values (2) | 267 |
처리직원번호
Real number (ℝ)
| Distinct | 254 |
|---|---|
| Distinct (%) | 50.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3901.106 |
| Minimum | 1865 |
|---|---|
| Maximum | 4805 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.5 KiB |
Quantile statistics
| Minimum | 1865 |
|---|---|
| 5-th percentile | 2770 |
| Q1 | 3437.5 |
| median | 3984 |
| Q3 | 4453.75 |
| 95-th percentile | 4761 |
| Maximum | 4805 |
| Range | 2940 |
| Interquartile range (IQR) | 1016.25 |
Descriptive statistics
| Standard deviation | 661.84413 |
|---|---|
| Coefficient of variation (CV) | 0.16965551 |
| Kurtosis | -0.15148227 |
| Mean | 3901.106 |
| Median Absolute Deviation (MAD) | 523 |
| Skewness | -0.64541876 |
| Sum | 1950553 |
| Variance | 438037.65 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 4761 | 14 | 2.8% |
| 4530 | 10 | 2.0% |
| 3465 | 9 | 1.8% |
| 3461 | 9 | 1.8% |
| 4285 | 8 | 1.6% |
| 4456 | 8 | 1.6% |
| 4784 | 7 | 1.4% |
| 3291 | 7 | 1.4% |
| 3504 | 7 | 1.4% |
| 3360 | 7 | 1.4% |
| Other values (244) | 414 |
| Value | Count | Frequency (%) |
| 1865 | 2 | |
| 1875 | 1 | |
| 1916 | 2 | |
| 2074 | 2 | |
| 2082 | 1 | |
| 2111 | 1 | |
| 2253 | 1 | |
| 2345 | 1 | |
| 2394 | 1 | |
| 2450 | 1 |
| Value | Count | Frequency (%) |
| 4805 | 1 | 0.2% |
| 4803 | 1 | 0.2% |
| 4798 | 2 | 0.4% |
| 4795 | 1 | 0.2% |
| 4784 | 7 | |
| 4780 | 1 | 0.2% |
| 4765 | 2 | 0.4% |
| 4761 | 14 | |
| 4759 | 3 | 0.6% |
| 4756 | 1 | 0.2% |
| 이력일련번호 | 4기설정금액 | 4기건별발급합계금액 | 4기납부대상금액 | 5기설정금액 | 5기건별발급합계금액 | 5기납부대상금액 | 최종수정수 | 처리직원번호 | |
|---|---|---|---|---|---|---|---|---|---|
| 이력일련번호 | 1.000 | 0.392 | 0.000 | 0.000 | 0.392 | 0.000 | 0.000 | 0.957 | 0.000 |
| 4기설정금액 | 0.392 | 1.000 | 0.189 | 0.203 | 1.000 | 0.189 | 0.203 | 0.405 | 0.469 |
| 4기건별발급합계금액 | 0.000 | 0.189 | 1.000 | 0.998 | 0.189 | 1.000 | 0.998 | 0.000 | 0.207 |
| 4기납부대상금액 | 0.000 | 0.203 | 0.998 | 1.000 | 0.203 | 0.998 | 1.000 | 0.000 | 0.361 |
| 5기설정금액 | 0.392 | 1.000 | 0.189 | 0.203 | 1.000 | 0.189 | 0.203 | 0.405 | 0.469 |
| 5기건별발급합계금액 | 0.000 | 0.189 | 1.000 | 0.998 | 0.189 | 1.000 | 0.998 | 0.000 | 0.207 |
| 5기납부대상금액 | 0.000 | 0.203 | 0.998 | 1.000 | 0.203 | 0.998 | 1.000 | 0.000 | 0.361 |
| 최종수정수 | 0.957 | 0.405 | 0.000 | 0.000 | 0.405 | 0.000 | 0.000 | 1.000 | 0.000 |
| 처리직원번호 | 0.000 | 0.469 | 0.207 | 0.361 | 0.469 | 0.207 | 0.361 | 0.000 | 1.000 |
| 이력일련번호 | 4기설정금액 | 4기건별발급합계금액 | 4기납부대상금액 | 5기설정금액 | 5기건별발급합계금액 | 5기납부대상금액 | 최종수정수 | 처리직원번호 | |
|---|---|---|---|---|---|---|---|---|---|
| 이력일련번호 | 1.000 | 0.067 | -0.082 | -0.082 | 0.067 | -0.082 | -0.082 | 0.476 | 0.201 |
| 4기설정금액 | 0.067 | 1.000 | 0.090 | 0.090 | 1.000 | 0.090 | 0.090 | 0.068 | -0.067 |
| 4기건별발급합계금액 | -0.082 | 0.090 | 1.000 | 1.000 | 0.090 | 1.000 | 1.000 | -0.107 | 0.040 |
| 4기납부대상금액 | -0.082 | 0.090 | 1.000 | 1.000 | 0.090 | 1.000 | 1.000 | -0.107 | 0.040 |
| 5기설정금액 | 0.067 | 1.000 | 0.090 | 0.090 | 1.000 | 0.090 | 0.090 | 0.068 | -0.067 |
| 5기건별발급합계금액 | -0.082 | 0.090 | 1.000 | 1.000 | 0.090 | 1.000 | 1.000 | -0.107 | 0.040 |
| 5기납부대상금액 | -0.082 | 0.090 | 1.000 | 1.000 | 0.090 | 1.000 | 1.000 | -0.107 | 0.040 |
| 최종수정수 | 0.476 | 0.068 | -0.107 | -0.107 | 0.068 | -0.107 | -0.107 | 1.000 | 0.191 |
| 처리직원번호 | 0.201 | -0.067 | 0.040 | 0.040 | -0.067 | 0.040 | 0.040 | 0.191 | 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.
| 기업고객ID | 이력일련번호 | 4기성과공유금액대상여부 | 4기설정금액 | 4기건별발급합계금액 | 4기납부대상금액 | 4기납부여부 | 5기성과공유금액대상여부 | 5기설정금액 | 5기건별발급합계금액 | 5기납부대상금액 | 5기납부여부 | 유효개시일자 | 유효종료일자 | 최종수정수 | 처리시각 | 처리직원번호 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 9bsBkYGgH6 | 1 | N | 6000000 | 0 | 0 | N | 6000000 | 0 | 0 | 00:00.0 | 00:00.0 | 3 | 03:10.8 | 4153 | ||
| 1 | 9bsBkYGgH6 | 3 | N | 6000000 | 0 | 0 | N | 6000000 | 0 | 0 | 00:00.0 | 00:00.0 | 2 | 06:34.1 | 4153 | ||
| 2 | 9bv3YIys6C | 1 | N | 6000000 | 0 | 0 | N | 6000000 | 0 | 0 | 00:00.0 | 00:00.0 | 1 | 04:00.0 | 3543 | ||
| 3 | 9bqa9z2lhu | 1 | N | 600000 | 0 | 0 | N | 600000 | 0 | 0 | 00:00.0 | 00:00.0 | 1 | 07:45.6 | 4334 | ||
| 4 | 9bp1BBjC7z | 1 | N | 6000000 | 0 | 0 | N | 6000000 | 0 | 0 | 00:00.0 | 00:00.0 | 1 | 34:08.3 | 4269 | ||
| 5 | 9bth6yOZSq | 1 | N | 6000000 | 0 | 0 | N | 6000000 | 0 | 0 | 00:00.0 | 00:00.0 | 1 | 19:51.1 | 4160 | ||
| 6 | 9bpJjjl7JK | 1 | N | 5000000 | 0 | 0 | N | 5000000 | 0 | 0 | 00:00.0 | 00:00.0 | 3 | 32:24.5 | 2111 | ||
| 7 | 9bvWwFOUFK | 1 | N | 2400000 | 0 | 0 | N | 2400000 | 0 | 0 | 00:00.0 | 00:00.0 | 1 | 37:56.1 | 3163 | ||
| 8 | 9bxVESED4M | 1 | N | 6000000 | 0 | 0 | N | 6000000 | 0 | 0 | 00:00.0 | 00:00.0 | 1 | 26:28.3 | 3082 | ||
| 9 | 9bt2QVEPha | 1 | N | 10000000 | 0 | 0 | N | 10000000 | 0 | 0 | 00:00.0 | 00:00.0 | 1 | 01:36.8 | 4587 |
| 기업고객ID | 이력일련번호 | 4기성과공유금액대상여부 | 4기설정금액 | 4기건별발급합계금액 | 4기납부대상금액 | 4기납부여부 | 5기성과공유금액대상여부 | 5기설정금액 | 5기건별발급합계금액 | 5기납부대상금액 | 5기납부여부 | 유효개시일자 | 유효종료일자 | 최종수정수 | 처리시각 | 처리직원번호 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 490 | 9bitebRV45 | 1 | N | 10000000 | 7560000 | 7560000 | N | 10000000 | 7560000 | 7560000 | 00:00.0 | 00:00.0 | 2 | 02:22.0 | 3676 | ||
| 491 | 9bsCRHQ7es | 1 | N | 10000000 | 0 | 0 | N | 10000000 | 0 | 0 | 00:00.0 | 00:00.0 | 1 | 56:53.3 | 2966 | ||
| 492 | 9boKFV2xQe | 1 | N | 6000000 | 0 | 0 | N | 6000000 | 0 | 0 | 00:00.0 | 00:00.0 | 1 | 27:57.1 | 4380 | ||
| 493 | 9a78HW89OP | 1 | N | 6000000 | 0 | 0 | N | 6000000 | 0 | 0 | 00:00.0 | 00:00.0 | 1 | 44:20.6 | 4428 | ||
| 494 | 9bghuGWjFr | 1 | N | 10000000 | 7920000 | 7920000 | N | 10000000 | 7920000 | 7920000 | 00:00.0 | 00:00.0 | 1 | 13:50.9 | 4406 | ||
| 495 | 9a6DKaEtma | 1 | N | 6000000 | 0 | 0 | N | 6000000 | 0 | 0 | 00:00.0 | 00:00.0 | 1 | 48:47.2 | 4626 | ||
| 496 | 9bq2cF4LJF | 1 | N | 2000000 | 0 | 0 | N | 2000000 | 0 | 0 | 00:00.0 | 00:00.0 | 1 | 49:45.9 | 4037 | ||
| 497 | 9bqXbeEK9J | 1 | N | 6000000 | 0 | 0 | N | 6000000 | 0 | 0 | 00:00.0 | 00:00.0 | 2 | 23:45.5 | 3940 | ||
| 498 | 9bqXbeEK9J | 2 | N | 6000000 | 0 | 0 | N | 6000000 | 0 | 0 | 00:00.0 | 00:00.0 | 1 | 20:59.7 | 3940 | ||
| 499 | 9bsZBZujRX | 1 | N | 10000000 | 0 | 0 | N | 10000000 | 0 | 0 | 00:00.0 | 00:00.0 | 1 | 33:29.5 | 3032 |