Dataset statistics
| Number of variables | 17 |
|---|---|
| Number of observations | 2117 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 302.0 KiB |
| Average record size in memory | 146.1 B |
Variable types
| Numeric | 7 |
|---|---|
| Categorical | 10 |
Dataset
| Description | 중소벤처기업진흥공단의 정책자금(일시적경영애로) 자금의 2022년 12월 31일 기준, 지원 현황 데이터를 개방합니다. |
|---|---|
| URL | https://www.data.go.kr/data/15119780/fileData.do |
사업1 has constant value "" | Constant |
사업2 has constant value "" | Constant |
신청금액(시설_백만원) has constant value "" | Constant |
추천금액(시설_백만원) has constant value "" | Constant |
대여금액(시설_백만원) has constant value "" | Constant |
신청금액(운전_백만원) is highly overall correlated with 신청금액(합계_백만원) and 4 other fields | High correlation |
신청금액(합계_백만원) is highly overall correlated with 신청금액(운전_백만원) and 4 other fields | High correlation |
추천금액(운전_백만원) is highly overall correlated with 신청금액(운전_백만원) and 4 other fields | High correlation |
추천금액(합계_백만원) is highly overall correlated with 신청금액(운전_백만원) and 4 other fields | High correlation |
대여금액(운전_백만원) is highly overall correlated with 신청금액(운전_백만원) and 4 other fields | High correlation |
대여금액(합계_백만원) is highly overall correlated with 신청금액(운전_백만원) and 4 other fields | High correlation |
일련번호 has unique values | Unique |
Reproduction
| Analysis started | 2023-12-12 13:19:33.988730 |
|---|---|
| Analysis finished | 2023-12-12 13:19:41.007543 |
| Duration | 7.02 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
일련번호
Real number (ℝ)
UNIQUE
| Distinct | 2117 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1059 |
| Minimum | 1 |
|---|---|
| Maximum | 2117 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 106.8 |
| Q1 | 530 |
| median | 1059 |
| Q3 | 1588 |
| 95-th percentile | 2011.2 |
| Maximum | 2117 |
| Range | 2116 |
| Interquartile range (IQR) | 1058 |
Descriptive statistics
| Standard deviation | 611.26958 |
|---|---|
| Coefficient of variation (CV) | 0.57721396 |
| Kurtosis | -1.2 |
| Mean | 1059 |
| Median Absolute Deviation (MAD) | 529 |
| Skewness | 0 |
| Sum | 2241903 |
| Variance | 373650.5 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 1408 | 1 | < 0.1% |
| 1422 | 1 | < 0.1% |
| 1421 | 1 | < 0.1% |
| 1420 | 1 | < 0.1% |
| 1419 | 1 | < 0.1% |
| 1418 | 1 | < 0.1% |
| 1417 | 1 | < 0.1% |
| 1416 | 1 | < 0.1% |
| 1415 | 1 | < 0.1% |
| Other values (2107) | 2107 |
| 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 (%) |
| 2117 | 1 | |
| 2116 | 1 | |
| 2115 | 1 | |
| 2114 | 1 | |
| 2113 | 1 | |
| 2112 | 1 | |
| 2111 | 1 | |
| 2110 | 1 | |
| 2109 | 1 | |
| 2108 | 1 |
사업1
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.7 KiB |
| 일시적경영애로 |
|---|
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 일시적경영애로 |
|---|---|
| 2nd row | 일시적경영애로 |
| 3rd row | 일시적경영애로 |
| 4th row | 일시적경영애로 |
| 5th row | 일시적경영애로 |
Common Values
| Value | Count | Frequency (%) |
| 일시적경영애로 | 2117 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 일시적경영애로 | 2117 |
사업2
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.7 KiB |
| 긴급경영안정 |
|---|
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 긴급경영안정 |
|---|---|
| 2nd row | 긴급경영안정 |
| 3rd row | 긴급경영안정 |
| 4th row | 긴급경영안정 |
| 5th row | 긴급경영안정 |
Common Values
| Value | Count | Frequency (%) |
| 긴급경영안정 | 2117 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 긴급경영안정 | 2117 |
자산규모
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.7 KiB |
| 30억미만 | |
|---|---|
| 10억미만 | |
| 70억미만 | |
| 100억미만 | |
| 200억미만 | |
| Other values (2) |
Length
| Max length | 6 |
|---|---|
| Median length | 5 |
| Mean length | 5.1213982 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 70억미만 |
|---|---|
| 2nd row | 70억미만 |
| 3rd row | 200억미만 |
| 4th row | 30억미만 |
| 5th row | 30억미만 |
Common Values
| Value | Count | Frequency (%) |
| 30억미만 | 650 | |
| 10억미만 | 648 | |
| 70억미만 | 478 | |
| 100억미만 | 142 | 6.7% |
| 200억미만 | 115 | 5.4% |
| <NA> | 42 | 2.0% |
| 200억이상 | 42 | 2.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 30억미만 | 650 | |
| 10억미만 | 648 | |
| 70억미만 | 478 | |
| 100억미만 | 142 | 6.7% |
| 200억미만 | 115 | 5.4% |
| na | 42 | 2.0% |
| 200억이상 | 42 | 2.0% |
매출규모
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.7 KiB |
| 50억미만 | |
|---|---|
| 10억미만 | |
| 100억미만 | |
| 5억미만 | |
| 300억미만 | |
| Other values (2) | 69 |
Length
| Max length | 6 |
|---|---|
| Median length | 5 |
| Mean length | 5.0878602 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 5억미만 |
|---|---|
| 2nd row | 100억미만 |
| 3rd row | 100억미만 |
| 4th row | 50억미만 |
| 5th row | 100억미만 |
Common Values
| Value | Count | Frequency (%) |
| 50억미만 | 1033 | |
| 10억미만 | 334 | 15.8% |
| 100억미만 | 283 | 13.4% |
| 5억미만 | 240 | 11.3% |
| 300억미만 | 158 | 7.5% |
| <NA> | 42 | 2.0% |
| 300억이상 | 27 | 1.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 50억미만 | 1033 | |
| 10억미만 | 334 | 15.8% |
| 100억미만 | 283 | 13.4% |
| 5억미만 | 240 | 11.3% |
| 300억미만 | 158 | 7.5% |
| na | 42 | 2.0% |
| 300억이상 | 27 | 1.3% |
업력구분(중진공)
Categorical
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.7 KiB |
| 10년미만 | |
|---|---|
| 15년미만 | |
| 20년이상 | |
| 20년미만 | |
| 7년미만 | |
| Other values (3) |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 4.7614549 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3년미만 |
|---|---|
| 2nd row | 15년미만 |
| 3rd row | 15년미만 |
| 4th row | 15년미만 |
| 5th row | 10년미만 |
Common Values
| Value | Count | Frequency (%) |
| 10년미만 | 493 | |
| 15년미만 | 473 | |
| 20년이상 | 375 | |
| 20년미만 | 271 | |
| 7년미만 | 215 | |
| 5년미만 | 164 | 7.7% |
| 3년미만 | 107 | 5.1% |
| 1년미만 | 19 | 0.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 10년미만 | 493 | |
| 15년미만 | 473 | |
| 20년이상 | 375 | |
| 20년미만 | 271 | |
| 7년미만 | 215 | |
| 5년미만 | 164 | 7.7% |
| 3년미만 | 107 | 5.1% |
| 1년미만 | 19 | 0.9% |
지역구분(중진공)
Categorical
| Distinct | 17 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.7 KiB |
| 경기 | |
|---|---|
| 경남 | |
| 서울 | |
| 경북 | |
| 부산 | |
| Other values (12) |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 경남 |
|---|---|
| 2nd row | 전북 |
| 3rd row | 광주 |
| 4th row | 강원 |
| 5th row | 울산 |
Common Values
| Value | Count | Frequency (%) |
| 경기 | 471 | |
| 경남 | 215 | |
| 서울 | 202 | |
| 경북 | 157 | 7.4% |
| 부산 | 133 | 6.3% |
| 충북 | 130 | 6.1% |
| 대구 | 121 | 5.7% |
| 인천 | 110 | 5.2% |
| 강원 | 109 | 5.1% |
| 충남 | 102 | 4.8% |
| Other values (7) | 367 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 경기 | 471 | |
| 경남 | 215 | |
| 서울 | 202 | |
| 경북 | 157 | 7.4% |
| 부산 | 133 | 6.3% |
| 충북 | 130 | 6.1% |
| 대구 | 121 | 5.7% |
| 인천 | 110 | 5.2% |
| 강원 | 109 | 5.1% |
| 충남 | 102 | 4.8% |
| Other values (7) | 367 |
신청금액(시설_백만원)
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.7 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| 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 (%) |
| 0 | 2117 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2117 |
신청금액(운전_백만원)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 34 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 181.73925 |
| Minimum | 30 |
|---|---|
| Maximum | 1000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.7 KiB |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 50 |
| Q1 | 100 |
| median | 150 |
| Q3 | 200 |
| 95-th percentile | 500 |
| Maximum | 1000 |
| Range | 970 |
| Interquartile range (IQR) | 100 |
Descriptive statistics
| Standard deviation | 135.00302 |
|---|---|
| Coefficient of variation (CV) | 0.74283909 |
| Kurtosis | 11.410306 |
| Mean | 181.73925 |
| Median Absolute Deviation (MAD) | 50 |
| Skewness | 2.733154 |
| Sum | 384742 |
| Variance | 18225.816 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=34)
| Value | Count | Frequency (%) |
| 100 | 756 | |
| 200 | 547 | |
| 300 | 241 | 11.4% |
| 50 | 170 | 8.0% |
| 150 | 145 | 6.8% |
| 500 | 111 | 5.2% |
| 1000 | 19 | 0.9% |
| 70 | 17 | 0.8% |
| 80 | 16 | 0.8% |
| 250 | 15 | 0.7% |
| Other values (24) | 80 | 3.8% |
| Value | Count | Frequency (%) |
| 30 | 6 | 0.3% |
| 40 | 8 | 0.4% |
| 50 | 170 | 8.0% |
| 60 | 3 | 0.1% |
| 70 | 17 | 0.8% |
| 80 | 16 | 0.8% |
| 90 | 11 | 0.5% |
| 100 | 756 | |
| 120 | 7 | 0.3% |
| 130 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 1000 | 19 | 0.9% |
| 700 | 2 | 0.1% |
| 600 | 4 | 0.2% |
| 500 | 111 | |
| 450 | 1 | < 0.1% |
| 400 | 13 | 0.6% |
| 300 | 241 | |
| 290 | 1 | < 0.1% |
| 280 | 2 | 0.1% |
| 260 | 1 | < 0.1% |
신청금액(합계_백만원)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 34 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 181.73925 |
| Minimum | 30 |
|---|---|
| Maximum | 1000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.7 KiB |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 50 |
| Q1 | 100 |
| median | 150 |
| Q3 | 200 |
| 95-th percentile | 500 |
| Maximum | 1000 |
| Range | 970 |
| Interquartile range (IQR) | 100 |
Descriptive statistics
| Standard deviation | 135.00302 |
|---|---|
| Coefficient of variation (CV) | 0.74283909 |
| Kurtosis | 11.410306 |
| Mean | 181.73925 |
| Median Absolute Deviation (MAD) | 50 |
| Skewness | 2.733154 |
| Sum | 384742 |
| Variance | 18225.816 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=34)
| Value | Count | Frequency (%) |
| 100 | 756 | |
| 200 | 547 | |
| 300 | 241 | 11.4% |
| 50 | 170 | 8.0% |
| 150 | 145 | 6.8% |
| 500 | 111 | 5.2% |
| 1000 | 19 | 0.9% |
| 70 | 17 | 0.8% |
| 80 | 16 | 0.8% |
| 250 | 15 | 0.7% |
| Other values (24) | 80 | 3.8% |
| Value | Count | Frequency (%) |
| 30 | 6 | 0.3% |
| 40 | 8 | 0.4% |
| 50 | 170 | 8.0% |
| 60 | 3 | 0.1% |
| 70 | 17 | 0.8% |
| 80 | 16 | 0.8% |
| 90 | 11 | 0.5% |
| 100 | 756 | |
| 120 | 7 | 0.3% |
| 130 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 1000 | 19 | 0.9% |
| 700 | 2 | 0.1% |
| 600 | 4 | 0.2% |
| 500 | 111 | |
| 450 | 1 | < 0.1% |
| 400 | 13 | 0.6% |
| 300 | 241 | |
| 290 | 1 | < 0.1% |
| 280 | 2 | 0.1% |
| 260 | 1 | < 0.1% |
추천금액(시설_백만원)
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.7 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| 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 (%) |
| 0 | 2117 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2117 |
추천금액(운전_백만원)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 38 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 139.54795 |
| Minimum | 30 |
|---|---|
| Maximum | 1000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.7 KiB |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 50 |
| Q1 | 100 |
| median | 100 |
| Q3 | 200 |
| 95-th percentile | 300 |
| Maximum | 1000 |
| Range | 970 |
| Interquartile range (IQR) | 100 |
Descriptive statistics
| Standard deviation | 85.713155 |
|---|---|
| Coefficient of variation (CV) | 0.61422012 |
| Kurtosis | 8.9833637 |
| Mean | 139.54795 |
| Median Absolute Deviation (MAD) | 50 |
| Skewness | 2.1651385 |
| Sum | 295423 |
| Variance | 7346.745 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=38)
| Value | Count | Frequency (%) |
| 100 | 893 | |
| 200 | 427 | |
| 50 | 275 | 13.0% |
| 150 | 173 | 8.2% |
| 300 | 139 | 6.6% |
| 70 | 38 | 1.8% |
| 80 | 37 | 1.7% |
| 500 | 33 | 1.6% |
| 250 | 23 | 1.1% |
| 30 | 16 | 0.8% |
| Other values (28) | 63 | 3.0% |
| Value | Count | Frequency (%) |
| 30 | 16 | 0.8% |
| 40 | 8 | 0.4% |
| 50 | 275 | 13.0% |
| 60 | 4 | 0.2% |
| 70 | 38 | 1.8% |
| 80 | 37 | 1.7% |
| 90 | 12 | 0.6% |
| 100 | 893 | |
| 110 | 1 | < 0.1% |
| 120 | 5 | 0.2% |
| Value | Count | Frequency (%) |
| 1000 | 1 | < 0.1% |
| 700 | 1 | < 0.1% |
| 500 | 33 | 1.6% |
| 450 | 2 | 0.1% |
| 430 | 1 | < 0.1% |
| 400 | 1 | < 0.1% |
| 385 | 1 | < 0.1% |
| 300 | 139 | |
| 290 | 1 | < 0.1% |
| 280 | 1 | < 0.1% |
추천금액(합계_백만원)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 38 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 139.54795 |
| Minimum | 30 |
|---|---|
| Maximum | 1000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.7 KiB |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 50 |
| Q1 | 100 |
| median | 100 |
| Q3 | 200 |
| 95-th percentile | 300 |
| Maximum | 1000 |
| Range | 970 |
| Interquartile range (IQR) | 100 |
Descriptive statistics
| Standard deviation | 85.713155 |
|---|---|
| Coefficient of variation (CV) | 0.61422012 |
| Kurtosis | 8.9833637 |
| Mean | 139.54795 |
| Median Absolute Deviation (MAD) | 50 |
| Skewness | 2.1651385 |
| Sum | 295423 |
| Variance | 7346.745 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=38)
| Value | Count | Frequency (%) |
| 100 | 893 | |
| 200 | 427 | |
| 50 | 275 | 13.0% |
| 150 | 173 | 8.2% |
| 300 | 139 | 6.6% |
| 70 | 38 | 1.8% |
| 80 | 37 | 1.7% |
| 500 | 33 | 1.6% |
| 250 | 23 | 1.1% |
| 30 | 16 | 0.8% |
| Other values (28) | 63 | 3.0% |
| Value | Count | Frequency (%) |
| 30 | 16 | 0.8% |
| 40 | 8 | 0.4% |
| 50 | 275 | 13.0% |
| 60 | 4 | 0.2% |
| 70 | 38 | 1.8% |
| 80 | 37 | 1.7% |
| 90 | 12 | 0.6% |
| 100 | 893 | |
| 110 | 1 | < 0.1% |
| 120 | 5 | 0.2% |
| Value | Count | Frequency (%) |
| 1000 | 1 | < 0.1% |
| 700 | 1 | < 0.1% |
| 500 | 33 | 1.6% |
| 450 | 2 | 0.1% |
| 430 | 1 | < 0.1% |
| 400 | 1 | < 0.1% |
| 385 | 1 | < 0.1% |
| 300 | 139 | |
| 290 | 1 | < 0.1% |
| 280 | 1 | < 0.1% |
대여금액(시설_백만원)
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.7 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| 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 (%) |
| 0 | 2117 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2117 |
대여금액(운전_백만원)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 39 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 139.42041 |
| Minimum | 30 |
|---|---|
| Maximum | 1000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.7 KiB |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 50 |
| Q1 | 100 |
| median | 100 |
| Q3 | 200 |
| 95-th percentile | 300 |
| Maximum | 1000 |
| Range | 970 |
| Interquartile range (IQR) | 100 |
Descriptive statistics
| Standard deviation | 85.559246 |
|---|---|
| Coefficient of variation (CV) | 0.61367807 |
| Kurtosis | 9.0178446 |
| Mean | 139.42041 |
| Median Absolute Deviation (MAD) | 50 |
| Skewness | 2.1652691 |
| Sum | 295153 |
| Variance | 7320.3846 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=39)
| Value | Count | Frequency (%) |
| 100 | 893 | |
| 200 | 425 | |
| 50 | 275 | 13.0% |
| 150 | 174 | 8.2% |
| 300 | 139 | 6.6% |
| 70 | 38 | 1.8% |
| 80 | 38 | 1.8% |
| 500 | 33 | 1.6% |
| 250 | 23 | 1.1% |
| 30 | 16 | 0.8% |
| Other values (29) | 63 | 3.0% |
| Value | Count | Frequency (%) |
| 30 | 16 | 0.8% |
| 40 | 8 | 0.4% |
| 50 | 275 | 13.0% |
| 60 | 4 | 0.2% |
| 70 | 38 | 1.8% |
| 80 | 38 | 1.8% |
| 90 | 12 | 0.6% |
| 100 | 893 | |
| 110 | 1 | < 0.1% |
| 120 | 5 | 0.2% |
| Value | Count | Frequency (%) |
| 1000 | 1 | < 0.1% |
| 700 | 1 | < 0.1% |
| 500 | 33 | 1.6% |
| 450 | 1 | < 0.1% |
| 430 | 1 | < 0.1% |
| 400 | 1 | < 0.1% |
| 385 | 1 | < 0.1% |
| 350 | 1 | < 0.1% |
| 300 | 139 | |
| 290 | 1 | < 0.1% |
대여금액(합계_백만원)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 39 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 139.42041 |
| Minimum | 30 |
|---|---|
| Maximum | 1000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.7 KiB |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 50 |
| Q1 | 100 |
| median | 100 |
| Q3 | 200 |
| 95-th percentile | 300 |
| Maximum | 1000 |
| Range | 970 |
| Interquartile range (IQR) | 100 |
Descriptive statistics
| Standard deviation | 85.559246 |
|---|---|
| Coefficient of variation (CV) | 0.61367807 |
| Kurtosis | 9.0178446 |
| Mean | 139.42041 |
| Median Absolute Deviation (MAD) | 50 |
| Skewness | 2.1652691 |
| Sum | 295153 |
| Variance | 7320.3846 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=39)
| Value | Count | Frequency (%) |
| 100 | 893 | |
| 200 | 425 | |
| 50 | 275 | 13.0% |
| 150 | 174 | 8.2% |
| 300 | 139 | 6.6% |
| 70 | 38 | 1.8% |
| 80 | 38 | 1.8% |
| 500 | 33 | 1.6% |
| 250 | 23 | 1.1% |
| 30 | 16 | 0.8% |
| Other values (29) | 63 | 3.0% |
| Value | Count | Frequency (%) |
| 30 | 16 | 0.8% |
| 40 | 8 | 0.4% |
| 50 | 275 | 13.0% |
| 60 | 4 | 0.2% |
| 70 | 38 | 1.8% |
| 80 | 38 | 1.8% |
| 90 | 12 | 0.6% |
| 100 | 893 | |
| 110 | 1 | < 0.1% |
| 120 | 5 | 0.2% |
| Value | Count | Frequency (%) |
| 1000 | 1 | < 0.1% |
| 700 | 1 | < 0.1% |
| 500 | 33 | 1.6% |
| 450 | 1 | < 0.1% |
| 430 | 1 | < 0.1% |
| 400 | 1 | < 0.1% |
| 385 | 1 | < 0.1% |
| 350 | 1 | < 0.1% |
| 300 | 139 | |
| 290 | 1 | < 0.1% |
업종
Categorical
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.7 KiB |
| 금속 | |
|---|---|
| 기계 | |
| 기타 | |
| 유통 | |
| 잡화 | |
| Other values (6) |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 금속 |
|---|---|
| 2nd row | 잡화 |
| 3rd row | 금속 |
| 4th row | 잡화 |
| 5th row | 유통 |
Common Values
| Value | Count | Frequency (%) |
| 금속 | 348 | |
| 기계 | 315 | |
| 기타 | 297 | |
| 유통 | 285 | |
| 잡화 | 203 | |
| 화공 | 191 | |
| 식료 | 171 | |
| 전기 | 96 | 4.5% |
| 섬유 | 83 | 3.9% |
| 전자 | 66 | 3.1% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 금속 | 348 | |
| 기계 | 315 | |
| 기타 | 297 | |
| 유통 | 285 | |
| 잡화 | 203 | |
| 화공 | 191 | |
| 식료 | 171 | |
| 전기 | 96 | 4.5% |
| 섬유 | 83 | 3.9% |
| 전자 | 66 | 3.1% |
| 일련번호 | 자산규모 | 매출규모 | 업력구분(중진공) | 지역구분(중진공) | 신청금액(운전_백만원) | 신청금액(합계_백만원) | 추천금액(운전_백만원) | 추천금액(합계_백만원) | 대여금액(운전_백만원) | 대여금액(합계_백만원) | 업종 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 일련번호 | 1.000 | 0.116 | 0.107 | 0.034 | 0.264 | 0.074 | 0.074 | 0.083 | 0.083 | 0.093 | 0.093 | 0.090 |
| 자산규모 | 0.116 | 1.000 | 0.794 | 0.282 | 0.133 | 0.361 | 0.361 | 0.416 | 0.416 | 0.414 | 0.414 | 0.123 |
| 매출규모 | 0.107 | 0.794 | 1.000 | 0.184 | 0.137 | 0.408 | 0.408 | 0.447 | 0.447 | 0.447 | 0.447 | 0.172 |
| 업력구분(중진공) | 0.034 | 0.282 | 0.184 | 1.000 | 0.215 | 0.188 | 0.188 | 0.157 | 0.157 | 0.155 | 0.155 | 0.125 |
| 지역구분(중진공) | 0.264 | 0.133 | 0.137 | 0.215 | 1.000 | 0.231 | 0.231 | 0.199 | 0.199 | 0.195 | 0.195 | 0.402 |
| 신청금액(운전_백만원) | 0.074 | 0.361 | 0.408 | 0.188 | 0.231 | 1.000 | 1.000 | 0.773 | 0.773 | 0.766 | 0.766 | 0.085 |
| 신청금액(합계_백만원) | 0.074 | 0.361 | 0.408 | 0.188 | 0.231 | 1.000 | 1.000 | 0.773 | 0.773 | 0.766 | 0.766 | 0.085 |
| 추천금액(운전_백만원) | 0.083 | 0.416 | 0.447 | 0.157 | 0.199 | 0.773 | 0.773 | 1.000 | 1.000 | 1.000 | 1.000 | 0.092 |
| 추천금액(합계_백만원) | 0.083 | 0.416 | 0.447 | 0.157 | 0.199 | 0.773 | 0.773 | 1.000 | 1.000 | 1.000 | 1.000 | 0.092 |
| 대여금액(운전_백만원) | 0.093 | 0.414 | 0.447 | 0.155 | 0.195 | 0.766 | 0.766 | 1.000 | 1.000 | 1.000 | 1.000 | 0.099 |
| 대여금액(합계_백만원) | 0.093 | 0.414 | 0.447 | 0.155 | 0.195 | 0.766 | 0.766 | 1.000 | 1.000 | 1.000 | 1.000 | 0.099 |
| 업종 | 0.090 | 0.123 | 0.172 | 0.125 | 0.402 | 0.085 | 0.085 | 0.092 | 0.092 | 0.099 | 0.099 | 1.000 |
| 매출규모 | 업력구분(중진공) | 지역구분(중진공) | 자산규모 | 업종 | |
|---|---|---|---|---|---|
| 매출규모 | 1.000 | 0.103 | 0.065 | 0.403 | 0.088 |
| 업력구분(중진공) | 0.103 | 1.000 | 0.091 | 0.161 | 0.059 |
| 지역구분(중진공) | 0.065 | 0.091 | 1.000 | 0.063 | 0.162 |
| 자산규모 | 0.403 | 0.161 | 0.063 | 1.000 | 0.063 |
| 업종 | 0.088 | 0.059 | 0.162 | 0.063 | 1.000 |
| 일련번호 | 신청금액(운전_백만원) | 신청금액(합계_백만원) | 추천금액(운전_백만원) | 추천금액(합계_백만원) | 대여금액(운전_백만원) | 대여금액(합계_백만원) | 자산규모 | 매출규모 | 업력구분(중진공) | 지역구분(중진공) | 업종 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 일련번호 | 1.000 | -0.049 | -0.049 | 0.044 | 0.044 | 0.042 | 0.042 | 0.061 | 0.056 | 0.016 | 0.105 | 0.038 |
| 신청금액(운전_백만원) | -0.049 | 1.000 | 1.000 | 0.797 | 0.797 | 0.797 | 0.797 | 0.210 | 0.241 | 0.064 | 0.099 | 0.040 |
| 신청금액(합계_백만원) | -0.049 | 1.000 | 1.000 | 0.797 | 0.797 | 0.797 | 0.797 | 0.210 | 0.241 | 0.064 | 0.099 | 0.040 |
| 추천금액(운전_백만원) | 0.044 | 0.797 | 0.797 | 1.000 | 1.000 | 0.999 | 0.999 | 0.263 | 0.285 | 0.085 | 0.090 | 0.045 |
| 추천금액(합계_백만원) | 0.044 | 0.797 | 0.797 | 1.000 | 1.000 | 0.999 | 0.999 | 0.263 | 0.285 | 0.085 | 0.090 | 0.045 |
| 대여금액(운전_백만원) | 0.042 | 0.797 | 0.797 | 0.999 | 0.999 | 1.000 | 1.000 | 0.262 | 0.286 | 0.083 | 0.088 | 0.049 |
| 대여금액(합계_백만원) | 0.042 | 0.797 | 0.797 | 0.999 | 0.999 | 1.000 | 1.000 | 0.262 | 0.286 | 0.083 | 0.088 | 0.049 |
| 자산규모 | 0.061 | 0.210 | 0.210 | 0.263 | 0.263 | 0.262 | 0.262 | 1.000 | 0.403 | 0.161 | 0.063 | 0.063 |
| 매출규모 | 0.056 | 0.241 | 0.241 | 0.285 | 0.285 | 0.286 | 0.286 | 0.403 | 1.000 | 0.103 | 0.065 | 0.088 |
| 업력구분(중진공) | 0.016 | 0.064 | 0.064 | 0.085 | 0.085 | 0.083 | 0.083 | 0.161 | 0.103 | 1.000 | 0.091 | 0.059 |
| 지역구분(중진공) | 0.105 | 0.099 | 0.099 | 0.090 | 0.090 | 0.088 | 0.088 | 0.063 | 0.065 | 0.091 | 1.000 | 0.162 |
| 업종 | 0.038 | 0.040 | 0.040 | 0.045 | 0.045 | 0.049 | 0.049 | 0.063 | 0.088 | 0.059 | 0.162 | 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.
| 일련번호 | 사업1 | 사업2 | 자산규모 | 매출규모 | 업력구분(중진공) | 지역구분(중진공) | 신청금액(시설_백만원) | 신청금액(운전_백만원) | 신청금액(합계_백만원) | 추천금액(시설_백만원) | 추천금액(운전_백만원) | 추천금액(합계_백만원) | 대여금액(시설_백만원) | 대여금액(운전_백만원) | 대여금액(합계_백만원) | 업종 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 일시적경영애로 | 긴급경영안정 | 70억미만 | 5억미만 | 3년미만 | 경남 | 0 | 400 | 400 | 0 | 200 | 200 | 0 | 200 | 200 | 금속 |
| 1 | 2 | 일시적경영애로 | 긴급경영안정 | 70억미만 | 100억미만 | 15년미만 | 전북 | 0 | 300 | 300 | 0 | 300 | 300 | 0 | 300 | 300 | 잡화 |
| 2 | 3 | 일시적경영애로 | 긴급경영안정 | 200억미만 | 100억미만 | 15년미만 | 광주 | 0 | 150 | 150 | 0 | 150 | 150 | 0 | 150 | 150 | 금속 |
| 3 | 4 | 일시적경영애로 | 긴급경영안정 | 30억미만 | 50억미만 | 15년미만 | 강원 | 0 | 200 | 200 | 0 | 200 | 200 | 0 | 200 | 200 | 잡화 |
| 4 | 5 | 일시적경영애로 | 긴급경영안정 | 30억미만 | 100억미만 | 10년미만 | 울산 | 0 | 200 | 200 | 0 | 200 | 200 | 0 | 200 | 200 | 유통 |
| 5 | 6 | 일시적경영애로 | 긴급경영안정 | 30억미만 | 50억미만 | 15년미만 | 대구 | 0 | 150 | 150 | 0 | 150 | 150 | 0 | 150 | 150 | 섬유 |
| 6 | 7 | 일시적경영애로 | 긴급경영안정 | 70억미만 | 100억미만 | 15년미만 | 전남 | 0 | 250 | 250 | 0 | 250 | 250 | 0 | 250 | 250 | 기타 |
| 7 | 8 | 일시적경영애로 | 긴급경영안정 | 70억미만 | 50억미만 | 15년미만 | 경북 | 0 | 300 | 300 | 0 | 300 | 300 | 0 | 300 | 300 | 금속 |
| 8 | 9 | 일시적경영애로 | 긴급경영안정 | 10억미만 | 50억미만 | 5년미만 | 경남 | 0 | 300 | 300 | 0 | 150 | 150 | 0 | 150 | 150 | 기타 |
| 9 | 10 | 일시적경영애로 | 긴급경영안정 | 70억미만 | 100억미만 | 15년미만 | 경기 | 0 | 500 | 500 | 0 | 200 | 200 | 0 | 200 | 200 | 유통 |
| 일련번호 | 사업1 | 사업2 | 자산규모 | 매출규모 | 업력구분(중진공) | 지역구분(중진공) | 신청금액(시설_백만원) | 신청금액(운전_백만원) | 신청금액(합계_백만원) | 추천금액(시설_백만원) | 추천금액(운전_백만원) | 추천금액(합계_백만원) | 대여금액(시설_백만원) | 대여금액(운전_백만원) | 대여금액(합계_백만원) | 업종 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2107 | 2108 | 일시적경영애로 | 긴급경영안정 | 70억미만 | 50억미만 | 7년미만 | 경남 | 0 | 200 | 200 | 0 | 200 | 200 | 0 | 200 | 200 | 전기 |
| 2108 | 2109 | 일시적경영애로 | 긴급경영안정 | 10억미만 | 50억미만 | 5년미만 | 전북 | 0 | 100 | 100 | 0 | 100 | 100 | 0 | 100 | 100 | 기타 |
| 2109 | 2110 | 일시적경영애로 | 긴급경영안정 | 100억미만 | 50억미만 | 10년미만 | 부산 | 0 | 200 | 200 | 0 | 200 | 200 | 0 | 200 | 200 | 기계 |
| 2110 | 2111 | 일시적경영애로 | 긴급경영안정 | 70억미만 | 100억미만 | 20년이상 | 전북 | 0 | 300 | 300 | 0 | 300 | 300 | 0 | 300 | 300 | 기타 |
| 2111 | 2112 | 일시적경영애로 | 긴급경영안정 | 10억미만 | 5억미만 | 10년미만 | 경기 | 0 | 100 | 100 | 0 | 100 | 100 | 0 | 100 | 100 | 정보 |
| 2112 | 2113 | 일시적경영애로 | 긴급경영안정 | 100억미만 | 100억미만 | 15년미만 | 충북 | 0 | 150 | 150 | 0 | 150 | 150 | 0 | 150 | 150 | 기계 |
| 2113 | 2114 | 일시적경영애로 | 긴급경영안정 | 100억미만 | 50억미만 | 7년미만 | 전남 | 0 | 200 | 200 | 0 | 200 | 200 | 0 | 200 | 200 | 잡화 |
| 2114 | 2115 | 일시적경영애로 | 긴급경영안정 | 30억미만 | 50억미만 | 15년미만 | 충북 | 0 | 100 | 100 | 0 | 100 | 100 | 0 | 100 | 100 | 화공 |
| 2115 | 2116 | 일시적경영애로 | 긴급경영안정 | 100억미만 | 50억미만 | 20년이상 | 부산 | 0 | 151 | 151 | 0 | 151 | 151 | 0 | 151 | 151 | 기계 |
| 2116 | 2117 | 일시적경영애로 | 긴급경영안정 | 200억미만 | 300억미만 | 20년미만 | 전북 | 0 | 450 | 450 | 0 | 450 | 450 | 0 | 350 | 350 | 기타 |