Dataset statistics
| Number of variables | 12 |
|---|---|
| Number of observations | 10000 |
| Missing cells | 378 |
| Missing cells (%) | 0.3% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.1 MiB |
| Average record size in memory | 113.0 B |
Variable types
| Categorical | 1 |
|---|---|
| Numeric | 9 |
| Text | 2 |
Dataset
| Description | 분류,정렬구분값,품목코드,품목명,서울청과,농협,중앙청과,동화청과,한국청과,대아청과,계,해당일자 |
|---|---|
| Author | 서울시농수산식품공사 |
| URL | https://data.seoul.go.kr/dataList/OA-13420/S/1/datasetView.do |
정렬구분값 is highly overall correlated with 분류 | High correlation |
서울청과 is highly overall correlated with 농협 and 4 other fields | High correlation |
농협 is highly overall correlated with 서울청과 and 3 other fields | High correlation |
중앙청과 is highly overall correlated with 서울청과 and 4 other fields | High correlation |
동화청과 is highly overall correlated with 서울청과 and 3 other fields | High correlation |
한국청과 is highly overall correlated with 서울청과 and 4 other fields | High correlation |
계 is highly overall correlated with 서울청과 and 4 other fields | High correlation |
분류 is highly overall correlated with 정렬구분값 | High correlation |
정렬구분값 has 102 (1.0%) zeros | Zeros |
서울청과 has 3423 (34.2%) zeros | Zeros |
농협 has 4181 (41.8%) zeros | Zeros |
중앙청과 has 3212 (32.1%) zeros | Zeros |
동화청과 has 2708 (27.1%) zeros | Zeros |
한국청과 has 3478 (34.8%) zeros | Zeros |
대아청과 has 9058 (90.6%) zeros | Zeros |
Reproduction
| Analysis started | 2024-05-17 22:46:23.067182 |
|---|---|
| Analysis finished | 2024-05-17 22:47:02.495878 |
| Duration | 39.43 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
분류
Categorical
HIGH CORRELATION
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.2 KiB |
| <일반채소류> | |
|---|---|
| <과일류> | |
| <과일과채류> | |
| < 전체 > | 397 |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 6.5575 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | <과일류> |
|---|---|
| 2nd row | <일반채소류> |
| 3rd row | <일반채소류> |
| 4th row | <일반채소류> |
| 5th row | <일반채소류> |
Common Values
| Value | Count | Frequency (%) |
| <일반채소류> | 6780 | |
| <과일류> | 2014 | 20.1% |
| <과일과채류> | 809 | 8.1% |
| < 전체 > | 397 | 4.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 일반채소류 | 6780 | |
| 과일류 | 2014 | 18.7% |
| 과일과채류 | 809 | 7.5% |
| 794 | 7.4% | |
| 전체 | 397 | 3.7% |
정렬구분값
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.9272 |
| Minimum | 0 |
|---|---|
| Maximum | 32 |
| Zeros | 102 |
| Zeros (%) | 1.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 12 |
| Q1 | 22 |
| median | 32 |
| Q3 | 32 |
| 95-th percentile | 32 |
| Maximum | 32 |
| Range | 32 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 9.448758 |
|---|---|
| Coefficient of variation (CV) | 0.36443419 |
| Kurtosis | -0.12050966 |
| Mean | 25.9272 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.1693901 |
| Sum | 259272 |
| Variance | 89.279028 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 32 | 6693 | |
| 12 | 1937 | 19.4% |
| 22 | 727 | 7.3% |
| 0 | 102 | 1.0% |
| 2 | 99 | 1.0% |
| 3 | 99 | 1.0% |
| 1 | 97 | 1.0% |
| 31 | 87 | 0.9% |
| 21 | 82 | 0.8% |
| 11 | 77 | 0.8% |
| Value | Count | Frequency (%) |
| 0 | 102 | 1.0% |
| 1 | 97 | 1.0% |
| 2 | 99 | 1.0% |
| 3 | 99 | 1.0% |
| 11 | 77 | 0.8% |
| 12 | 1937 | 19.4% |
| 21 | 82 | 0.8% |
| 22 | 727 | 7.3% |
| 31 | 87 | 0.9% |
| 32 | 6693 |
| Value | Count | Frequency (%) |
| 32 | 6693 | |
| 31 | 87 | 0.9% |
| 22 | 727 | 7.3% |
| 21 | 82 | 0.8% |
| 12 | 1937 | 19.4% |
| 11 | 77 | 0.8% |
| 3 | 99 | 1.0% |
| 2 | 99 | 1.0% |
| 1 | 97 | 1.0% |
| 0 | 102 | 1.0% |
품목코드
Text
| Distinct | 174 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.2 KiB |
Length
| Max length | 6 |
|---|---|
| Median length | 5 |
| Mean length | 4.8811 |
| Min length | 1 |
Characters and Unicode
| Total characters | 48811 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 2 ? |
| 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 | 5 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 42900 |
|---|---|
| 2nd row | 21109 |
| 3rd row | 23110 |
| 4th row | 26813 |
| 5th row | 26802 |
| Value | Count | Frequency (%) |
| 계 | 246 | 2.5% |
| 합계 | 102 | 1.0% |
| 26809 | 100 | 1.0% |
| 과일과채류계 | 99 | 1.0% |
| 일반채소류계 | 99 | 1.0% |
| 45120 | 98 | 1.0% |
| 과일류계 | 97 | 1.0% |
| 26839 | 95 | 0.9% |
| 25400 | 94 | 0.9% |
| 24500 | 93 | 0.9% |
| Other values (164) | 8877 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 12940 | |
| 2 | 10490 | |
| 1 | 4613 | 9.5% |
| 4 | 3931 | 8.1% |
| 6 | 3570 | 7.3% |
| 5 | 3100 | 6.4% |
| 8 | 2714 | 5.6% |
| 3 | 2564 | 5.3% |
| 9 | 2022 | 4.1% |
| 7 | 841 | 1.7% |
| Other values (8) | 2026 | 4.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 46785 | |
| Other Letter | 2026 | 4.2% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 12940 | |
| 2 | 10490 | |
| 1 | 4613 | 9.9% |
| 4 | 3931 | 8.4% |
| 6 | 3570 | 7.6% |
| 5 | 3100 | 6.6% |
| 8 | 2714 | 5.8% |
| 3 | 2564 | 5.5% |
| 9 | 2022 | 4.3% |
| 7 | 841 | 1.8% |
Other Letter
| Value | Count | Frequency (%) |
| 계 | 643 | |
| 류 | 295 | |
| 일 | 295 | |
| 과 | 295 | |
| 채 | 198 | 9.8% |
| 합 | 102 | 5.0% |
| 반 | 99 | 4.9% |
| 소 | 99 | 4.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 46785 | |
| Hangul | 2026 | 4.2% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 12940 | |
| 2 | 10490 | |
| 1 | 4613 | 9.9% |
| 4 | 3931 | 8.4% |
| 6 | 3570 | 7.6% |
| 5 | 3100 | 6.6% |
| 8 | 2714 | 5.8% |
| 3 | 2564 | 5.5% |
| 9 | 2022 | 4.3% |
| 7 | 841 | 1.8% |
Hangul
| Value | Count | Frequency (%) |
| 계 | 643 | |
| 류 | 295 | |
| 일 | 295 | |
| 과 | 295 | |
| 채 | 198 | 9.8% |
| 합 | 102 | 5.0% |
| 반 | 99 | 4.9% |
| 소 | 99 | 4.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 46785 | |
| Hangul | 2026 | 4.2% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 12940 | |
| 2 | 10490 | |
| 1 | 4613 | 9.9% |
| 4 | 3931 | 8.4% |
| 6 | 3570 | 7.6% |
| 5 | 3100 | 6.6% |
| 8 | 2714 | 5.8% |
| 3 | 2564 | 5.5% |
| 9 | 2022 | 4.3% |
| 7 | 841 | 1.8% |
Hangul
| Value | Count | Frequency (%) |
| 계 | 643 | |
| 류 | 295 | |
| 일 | 295 | |
| 과 | 295 | |
| 채 | 198 | 9.8% |
| 합 | 102 | 5.0% |
| 반 | 99 | 4.9% |
| 소 | 99 | 4.9% |
품목명
Text
| Distinct | 180 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.2 KiB |
Length
| Max length | 9 |
|---|---|
| Median length | 7 |
| Mean length | 2.8864 |
| Min length | 1 |
Characters and Unicode
| Total characters | 28864 |
|---|---|
| Distinct characters | 205 |
| Distinct categories | 4 ? |
| 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 | 7 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 체리 |
|---|---|
| 2nd row | 배추얼갈이 |
| 3rd row | 다발무 |
| 4th row | 비름 |
| 5th row | 냉이 |
| Value | Count | Frequency (%) |
| 기타 | 360 | 3.4% |
| 계 | 246 | 2.4% |
| 무 | 162 | 1.6% |
| 합계 | 102 | 1.0% |
| 돗나물 | 100 | 1.0% |
| 일반채소류계 | 99 | 0.9% |
| 과일과채류계 | 99 | 0.9% |
| 블루베리 | 98 | 0.9% |
| 과일류계 | 97 | 0.9% |
| 베이비 | 95 | 0.9% |
| Other values (174) | 8979 |
Most occurring characters
| Value | Count | Frequency (%) |
| 추 | 965 | 3.3% |
| 리 | 856 | 3.0% |
| 나 | 808 | 2.8% |
| 류 | 695 | 2.4% |
| 계 | 643 | 2.2% |
| 배 | 640 | 2.2% |
| 채 | 626 | 2.2% |
| 기 | 616 | 2.1% |
| 고 | 570 | 2.0% |
| 파 | 565 | 2.0% |
| Other values (195) | 21880 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 28221 | |
| Space Separator | 437 | 1.5% |
| Open Punctuation | 103 | 0.4% |
| Close Punctuation | 103 | 0.4% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 추 | 965 | 3.4% |
| 리 | 856 | 3.0% |
| 나 | 808 | 2.9% |
| 류 | 695 | 2.5% |
| 계 | 643 | 2.3% |
| 배 | 640 | 2.3% |
| 채 | 626 | 2.2% |
| 기 | 616 | 2.2% |
| 고 | 570 | 2.0% |
| 파 | 565 | 2.0% |
| Other values (192) | 21237 |
Space Separator
| Value | Count | Frequency (%) |
| 437 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 103 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 103 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 28221 | |
| Common | 643 | 2.2% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 추 | 965 | 3.4% |
| 리 | 856 | 3.0% |
| 나 | 808 | 2.9% |
| 류 | 695 | 2.5% |
| 계 | 643 | 2.3% |
| 배 | 640 | 2.3% |
| 채 | 626 | 2.2% |
| 기 | 616 | 2.2% |
| 고 | 570 | 2.0% |
| 파 | 565 | 2.0% |
| Other values (192) | 21237 |
Common
| Value | Count | Frequency (%) |
| 437 | ||
| ( | 103 | 16.0% |
| ) | 103 | 16.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 28221 | |
| ASCII | 643 | 2.2% |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 추 | 965 | 3.4% |
| 리 | 856 | 3.0% |
| 나 | 808 | 2.9% |
| 류 | 695 | 2.5% |
| 계 | 643 | 2.3% |
| 배 | 640 | 2.3% |
| 채 | 626 | 2.2% |
| 기 | 616 | 2.2% |
| 고 | 570 | 2.0% |
| 파 | 565 | 2.0% |
| Other values (192) | 21237 |
ASCII
| Value | Count | Frequency (%) |
| 437 | ||
| ( | 103 | 16.0% |
| ) | 103 | 16.0% |
서울청과
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 4971 |
|---|---|
| Distinct (%) | 50.0% |
| Missing | 54 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.110771 |
| Minimum | 0 |
|---|---|
| Maximum | 1698.3212 |
| Zeros | 3423 |
| Zeros (%) | 34.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.5598 |
| Q3 | 11.8365 |
| 95-th percentile | 164.03759 |
| Maximum | 1698.3212 |
| Range | 1698.3212 |
| Interquartile range (IQR) | 11.8365 |
Descriptive statistics
| Standard deviation | 134.6656 |
|---|---|
| Coefficient of variation (CV) | 3.7292362 |
| Kurtosis | 42.68578 |
| Mean | 36.110771 |
| Median Absolute Deviation (MAD) | 0.5598 |
| Skewness | 6.0780982 |
| Sum | 359157.73 |
| Variance | 18134.823 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.0 | 3423 | |
| 0.01 | 44 | 0.4% |
| 0.05 | 31 | 0.3% |
| 0.06 | 27 | 0.3% |
| 0.12 | 27 | 0.3% |
| 0.24 | 26 | 0.3% |
| 0.02 | 26 | 0.3% |
| 0.2 | 21 | 0.2% |
| 0.16 | 21 | 0.2% |
| 0.03 | 20 | 0.2% |
| Other values (4961) | 6280 | |
| (Missing) | 54 | 0.5% |
| Value | Count | Frequency (%) |
| 0.0 | 3423 | |
| 0.003 | 2 | < 0.1% |
| 0.0035 | 1 | < 0.1% |
| 0.004 | 3 | < 0.1% |
| 0.0045 | 1 | < 0.1% |
| 0.005 | 4 | < 0.1% |
| 0.006 | 3 | < 0.1% |
| 0.008 | 7 | 0.1% |
| 0.0088 | 1 | < 0.1% |
| 0.009 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1698.32125 | 1 | |
| 1576.0643 | 1 | |
| 1471.7596 | 1 | |
| 1455.92637 | 1 | |
| 1426.00645 | 1 | |
| 1415.7423 | 1 | |
| 1376.1367 | 1 | |
| 1375.83055 | 1 | |
| 1371.81535 | 1 | |
| 1287.737 | 1 |
농협
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 3858 |
|---|---|
| Distinct (%) | 38.8% |
| Missing | 54 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.088387 |
| Minimum | 0 |
|---|---|
| Maximum | 997.7314 |
| Zeros | 4181 |
| Zeros (%) | 41.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.1685 |
| Q3 | 3.8905 |
| 95-th percentile | 122.77545 |
| Maximum | 997.7314 |
| Range | 997.7314 |
| Interquartile range (IQR) | 3.8905 |
Descriptive statistics
| Standard deviation | 71.976542 |
|---|---|
| Coefficient of variation (CV) | 3.770698 |
| Kurtosis | 51.421446 |
| Mean | 19.088387 |
| Median Absolute Deviation (MAD) | 0.1685 |
| Skewness | 6.4417423 |
| Sum | 189853.09 |
| Variance | 5180.6227 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.0 | 4181 | |
| 0.02 | 44 | 0.4% |
| 0.08 | 37 | 0.4% |
| 0.04 | 32 | 0.3% |
| 0.06 | 29 | 0.3% |
| 0.2 | 29 | 0.3% |
| 0.1 | 27 | 0.3% |
| 0.12 | 26 | 0.3% |
| 0.16 | 24 | 0.2% |
| 0.24 | 20 | 0.2% |
| Other values (3848) | 5497 | |
| (Missing) | 54 | 0.5% |
| Value | Count | Frequency (%) |
| 0.0 | 4181 | |
| 0.002 | 5 | 0.1% |
| 0.0024 | 1 | < 0.1% |
| 0.003 | 4 | < 0.1% |
| 0.004 | 10 | 0.1% |
| 0.005 | 2 | < 0.1% |
| 0.0055 | 1 | < 0.1% |
| 0.0056 | 1 | < 0.1% |
| 0.006 | 4 | < 0.1% |
| 0.008 | 17 | 0.2% |
| Value | Count | Frequency (%) |
| 997.7314 | 1 | |
| 946.68091 | 1 | |
| 910.3981 | 1 | |
| 905.8468 | 1 | |
| 871.9596 | 1 | |
| 834.5561 | 1 | |
| 818.8205 | 1 | |
| 786.6585 | 1 | |
| 786.6325 | 1 | |
| 782.559 | 1 |
중앙청과
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 4745 |
|---|---|
| Distinct (%) | 47.7% |
| Missing | 54 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.190485 |
| Minimum | 0 |
|---|---|
| Maximum | 1694.1935 |
| Zeros | 3212 |
| Zeros (%) | 32.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.688 |
| Q3 | 9.903 |
| 95-th percentile | 190.105 |
| Maximum | 1694.1935 |
| Range | 1694.1935 |
| Interquartile range (IQR) | 9.903 |
Descriptive statistics
| Standard deviation | 130.52442 |
|---|---|
| Coefficient of variation (CV) | 3.7090828 |
| Kurtosis | 44.360845 |
| Mean | 35.190485 |
| Median Absolute Deviation (MAD) | 0.688 |
| Skewness | 6.0909133 |
| Sum | 350004.56 |
| Variance | 17036.625 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.0 | 3212 | |
| 0.1 | 28 | 0.3% |
| 0.08 | 25 | 0.2% |
| 0.02 | 24 | 0.2% |
| 0.008 | 23 | 0.2% |
| 0.06 | 22 | 0.2% |
| 0.4 | 21 | 0.2% |
| 0.04 | 20 | 0.2% |
| 0.15 | 20 | 0.2% |
| 0.2 | 20 | 0.2% |
| Other values (4735) | 6531 | |
| (Missing) | 54 | 0.5% |
| Value | Count | Frequency (%) |
| 0.0 | 3212 | |
| 0.001 | 1 | < 0.1% |
| 0.0018 | 1 | < 0.1% |
| 0.002 | 5 | 0.1% |
| 0.003 | 1 | < 0.1% |
| 0.004 | 15 | 0.1% |
| 0.0048 | 2 | < 0.1% |
| 0.005 | 1 | < 0.1% |
| 0.006 | 6 | 0.1% |
| 0.0065 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1694.1935 | 1 | |
| 1657.3427 | 1 | |
| 1472.9836 | 1 | |
| 1466.6215 | 1 | |
| 1425.0315 | 1 | |
| 1396.6118 | 1 | |
| 1324.1215 | 1 | |
| 1321.2431 | 1 | |
| 1308.1602 | 1 | |
| 1300.6024 | 1 |
동화청과
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 5459 |
|---|---|
| Distinct (%) | 54.9% |
| Missing | 54 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41.346515 |
| Minimum | 0 |
|---|---|
| Maximum | 1810.0189 |
| Zeros | 2708 |
| Zeros (%) | 27.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.3869 |
| Q3 | 13.019 |
| 95-th percentile | 144.76 |
| Maximum | 1810.0189 |
| Range | 1810.0189 |
| Interquartile range (IQR) | 13.019 |
Descriptive statistics
| Standard deviation | 168.32258 |
|---|---|
| Coefficient of variation (CV) | 4.0710222 |
| Kurtosis | 38.331274 |
| Mean | 41.346515 |
| Median Absolute Deviation (MAD) | 1.3869 |
| Skewness | 6.04973 |
| Sum | 411232.44 |
| Variance | 28332.491 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.0 | 2708 | 27.1% |
| 0.1 | 26 | 0.3% |
| 0.012 | 17 | 0.2% |
| 0.004 | 16 | 0.2% |
| 0.02 | 16 | 0.2% |
| 0.008 | 15 | 0.1% |
| 0.01 | 14 | 0.1% |
| 0.05 | 14 | 0.1% |
| 0.15 | 14 | 0.1% |
| 0.04 | 13 | 0.1% |
| Other values (5449) | 7093 | |
| (Missing) | 54 | 0.5% |
| Value | Count | Frequency (%) |
| 0.0 | 2708 | |
| 0.001 | 1 | < 0.1% |
| 0.002 | 2 | < 0.1% |
| 0.003 | 3 | < 0.1% |
| 0.004 | 16 | 0.2% |
| 0.005 | 9 | 0.1% |
| 0.006 | 8 | 0.1% |
| 0.007 | 3 | < 0.1% |
| 0.008 | 15 | 0.1% |
| 0.009 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 1810.0189 | 1 | |
| 1799.0769 | 1 | |
| 1723.3485 | 1 | |
| 1670.2185 | 1 | |
| 1666.9005 | 1 | |
| 1572.6671 | 1 | |
| 1528.1074 | 1 | |
| 1520.7986 | 1 | |
| 1520.38205 | 1 | |
| 1496.0407 | 1 |
한국청과
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 4626 |
|---|---|
| Distinct (%) | 46.5% |
| Missing | 54 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41.494816 |
| Minimum | 0 |
|---|---|
| Maximum | 2070.9311 |
| Zeros | 3478 |
| Zeros (%) | 34.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.366 |
| Q3 | 9.94 |
| 95-th percentile | 137.22237 |
| Maximum | 2070.9311 |
| Range | 2070.9311 |
| Interquartile range (IQR) | 9.94 |
Descriptive statistics
| Standard deviation | 173.49663 |
|---|---|
| Coefficient of variation (CV) | 4.1811641 |
| Kurtosis | 38.401844 |
| Mean | 41.494816 |
| Median Absolute Deviation (MAD) | 0.366 |
| Skewness | 6.0018069 |
| Sum | 412707.44 |
| Variance | 30101.082 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.0 | 3478 | |
| 0.04 | 39 | 0.4% |
| 0.2 | 35 | 0.4% |
| 0.06 | 28 | 0.3% |
| 0.08 | 27 | 0.3% |
| 0.16 | 23 | 0.2% |
| 0.016 | 21 | 0.2% |
| 0.12 | 21 | 0.2% |
| 0.02 | 19 | 0.2% |
| 0.18 | 19 | 0.2% |
| Other values (4616) | 6236 | |
| (Missing) | 54 | 0.5% |
| Value | Count | Frequency (%) |
| 0.0 | 3478 | |
| 0.0005 | 2 | < 0.1% |
| 0.001 | 1 | < 0.1% |
| 0.0016 | 1 | < 0.1% |
| 0.0018 | 1 | < 0.1% |
| 0.003 | 1 | < 0.1% |
| 0.0035 | 1 | < 0.1% |
| 0.0036 | 1 | < 0.1% |
| 0.004 | 7 | 0.1% |
| 0.005 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2070.93109 | 1 | |
| 2006.03016 | 1 | |
| 1820.66354 | 1 | |
| 1809.48548 | 1 | |
| 1741.40202 | 1 | |
| 1628.53977 | 1 | |
| 1617.94441 | 1 | |
| 1601.09253 | 1 | |
| 1594.682 | 1 | |
| 1545.225 | 2 |
대아청과
Real number (ℝ)
ZEROS
| Distinct | 809 |
|---|---|
| Distinct (%) | 8.1% |
| Missing | 54 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 51.769172 |
| Minimum | 0 |
|---|---|
| Maximum | 3381.023 |
| Zeros | 9058 |
| Zeros (%) | 90.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 247.03 |
| Maximum | 3381.023 |
| Range | 3381.023 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 255.25142 |
|---|---|
| Coefficient of variation (CV) | 4.9305678 |
| Kurtosis | 41.775272 |
| Mean | 51.769172 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.159083 |
| Sum | 514896.19 |
| Variance | 65153.285 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.0 | 9058 | |
| 10.0 | 5 | 0.1% |
| 1920.092 | 3 | < 0.1% |
| 1441.412 | 3 | < 0.1% |
| 1573.508 | 3 | < 0.1% |
| 1102.467 | 3 | < 0.1% |
| 8.02 | 3 | < 0.1% |
| 1467.999 | 3 | < 0.1% |
| 1272.576 | 3 | < 0.1% |
| 1303.686 | 3 | < 0.1% |
| Other values (799) | 859 | 8.6% |
| (Missing) | 54 | 0.5% |
| Value | Count | Frequency (%) |
| 0.0 | 9058 | |
| 1.232 | 1 | < 0.1% |
| 2.256 | 1 | < 0.1% |
| 2.312 | 1 | < 0.1% |
| 2.576 | 1 | < 0.1% |
| 2.747 | 1 | < 0.1% |
| 3.32 | 1 | < 0.1% |
| 3.374 | 1 | < 0.1% |
| 3.833 | 1 | < 0.1% |
| 3.84 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 3381.023 | 1 | |
| 2945.526 | 2 | |
| 2684.702 | 1 | |
| 2557.806 | 1 | |
| 2545.405 | 2 | |
| 2529.51 | 1 | |
| 2527.977 | 1 | |
| 2475.636 | 2 | |
| 2421.764 | 2 | |
| 2359.247 | 1 |
계
Real number (ℝ)
HIGH CORRELATION
| Distinct | 7601 |
|---|---|
| Distinct (%) | 76.4% |
| Missing | 54 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 225.00015 |
| Minimum | 0.001 |
|---|---|
| Maximum | 9440.7087 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | 0.001 |
|---|---|
| 5-th percentile | 0.053 |
| Q1 | 0.806 |
| median | 8.501 |
| Q3 | 74.34925 |
| 95-th percentile | 794.86002 |
| Maximum | 9440.7087 |
| Range | 9440.7077 |
| Interquartile range (IQR) | 73.54325 |
Descriptive statistics
| Standard deviation | 888.7986 |
|---|---|
| Coefficient of variation (CV) | 3.9502134 |
| Kurtosis | 39.355785 |
| Mean | 225.00015 |
| Median Absolute Deviation (MAD) | 8.381 |
| Skewness | 6.0669027 |
| Sum | 2237851.5 |
| Variance | 789962.95 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.01 | 45 | 0.4% |
| 0.02 | 37 | 0.4% |
| 0.1 | 27 | 0.3% |
| 0.06 | 26 | 0.3% |
| 0.05 | 25 | 0.2% |
| 0.016 | 24 | 0.2% |
| 0.008 | 23 | 0.2% |
| 0.2 | 21 | 0.2% |
| 0.16 | 21 | 0.2% |
| 0.012 | 20 | 0.2% |
| Other values (7591) | 9677 | |
| (Missing) | 54 | 0.5% |
| Value | Count | Frequency (%) |
| 0.001 | 1 | < 0.1% |
| 0.002 | 2 | < 0.1% |
| 0.0024 | 1 | < 0.1% |
| 0.003 | 3 | < 0.1% |
| 0.004 | 11 | |
| 0.005 | 6 | |
| 0.006 | 6 | |
| 0.0065 | 1 | < 0.1% |
| 0.007 | 6 | |
| 0.0072 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9440.70869 | 1 | |
| 9407.46381 | 1 | |
| 9366.58519 | 1 | |
| 9239.53687 | 1 | |
| 8928.02217 | 1 | |
| 8813.62684 | 1 | |
| 8549.36024 | 1 | |
| 8353.17864 | 1 | |
| 8236.28037 | 1 | |
| 8222.26592 | 1 |
해당일자
Real number (ℝ)
| Distinct | 341 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20234432 |
| Minimum | 20230516 |
|---|---|
| Maximum | 20240517 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | 20230516 |
|---|---|
| 5-th percentile | 20230603 |
| Q1 | 20230818 |
| median | 20231115 |
| Q3 | 20240221 |
| 95-th percentile | 20240501 |
| Maximum | 20240517 |
| Range | 10001 |
| Interquartile range (IQR) | 9403 |
Descriptive statistics
| Standard deviation | 4564.3103 |
|---|---|
| Coefficient of variation (CV) | 0.00022557145 |
| Kurtosis | -1.7355609 |
| Mean | 20234432 |
| Median Absolute Deviation (MAD) | 485 |
| Skewness | 0.50742904 |
| Sum | 2.0234432 × 1011 |
| Variance | 20832929 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 20240327 | 47 | 0.5% |
| 20240517 | 47 | 0.5% |
| 20230912 | 44 | 0.4% |
| 20231206 | 43 | 0.4% |
| 20230915 | 43 | 0.4% |
| 20240322 | 43 | 0.4% |
| 20230907 | 43 | 0.4% |
| 20231010 | 43 | 0.4% |
| 20240119 | 43 | 0.4% |
| 20240422 | 42 | 0.4% |
| Other values (331) | 9562 |
| Value | Count | Frequency (%) |
| 20230516 | 39 | |
| 20230517 | 18 | |
| 20230518 | 31 | |
| 20230519 | 19 | |
| 20230520 | 27 | |
| 20230521 | 1 | < 0.1% |
| 20230522 | 35 | |
| 20230523 | 29 | |
| 20230524 | 42 | |
| 20230525 | 39 |
| Value | Count | Frequency (%) |
| 20240517 | 47 | |
| 20240516 | 38 | |
| 20240515 | 39 | |
| 20240514 | 33 | |
| 20240513 | 35 | |
| 20240512 | 1 | < 0.1% |
| 20240511 | 35 | |
| 20240510 | 31 | |
| 20240509 | 23 | |
| 20240508 | 27 |
| 분류 | 정렬구분값 | 서울청과 | 농협 | 중앙청과 | 동화청과 | 한국청과 | 대아청과 | 계 | 해당일자 | |
|---|---|---|---|---|---|---|---|---|---|---|
| 분류 | 1.000 | 1.000 | 0.619 | 0.622 | 0.616 | 0.551 | 0.545 | 0.501 | 0.586 | 0.012 |
| 정렬구분값 | 1.000 | 1.000 | 0.619 | 0.622 | 0.616 | 0.551 | 0.545 | 0.501 | 0.586 | 0.012 |
| 서울청과 | 0.619 | 0.619 | 1.000 | 0.943 | 0.969 | 0.927 | 0.931 | 0.783 | 0.951 | 0.055 |
| 농협 | 0.622 | 0.622 | 0.943 | 1.000 | 0.939 | 0.902 | 0.899 | 0.677 | 0.922 | 0.040 |
| 중앙청과 | 0.616 | 0.616 | 0.969 | 0.939 | 1.000 | 0.923 | 0.911 | 0.753 | 0.931 | 0.064 |
| 동화청과 | 0.551 | 0.551 | 0.927 | 0.902 | 0.923 | 1.000 | 0.962 | 0.795 | 0.948 | 0.032 |
| 한국청과 | 0.545 | 0.545 | 0.931 | 0.899 | 0.911 | 0.962 | 1.000 | 0.784 | 0.947 | 0.035 |
| 대아청과 | 0.501 | 0.501 | 0.783 | 0.677 | 0.753 | 0.795 | 0.784 | 1.000 | 0.834 | 0.073 |
| 계 | 0.586 | 0.586 | 0.951 | 0.922 | 0.931 | 0.948 | 0.947 | 0.834 | 1.000 | 0.043 |
| 해당일자 | 0.012 | 0.012 | 0.055 | 0.040 | 0.064 | 0.032 | 0.035 | 0.073 | 0.043 | 1.000 |
| 정렬구분값 | 서울청과 | 농협 | 중앙청과 | 동화청과 | 한국청과 | 대아청과 | 계 | 해당일자 | 분류 | |
|---|---|---|---|---|---|---|---|---|---|---|
| 정렬구분값 | 1.000 | -0.378 | -0.357 | -0.365 | -0.219 | -0.125 | -0.003 | -0.234 | 0.011 | 1.000 |
| 서울청과 | -0.378 | 1.000 | 0.580 | 0.699 | 0.766 | 0.759 | 0.246 | 0.840 | -0.027 | 0.421 |
| 농협 | -0.357 | 0.580 | 1.000 | 0.655 | 0.463 | 0.553 | 0.053 | 0.617 | -0.022 | 0.424 |
| 중앙청과 | -0.365 | 0.699 | 0.655 | 1.000 | 0.762 | 0.765 | 0.128 | 0.809 | -0.035 | 0.419 |
| 동화청과 | -0.219 | 0.766 | 0.463 | 0.762 | 1.000 | 0.804 | 0.126 | 0.818 | -0.028 | 0.362 |
| 한국청과 | -0.125 | 0.759 | 0.553 | 0.765 | 0.804 | 1.000 | 0.279 | 0.858 | -0.037 | 0.357 |
| 대아청과 | -0.003 | 0.246 | 0.053 | 0.128 | 0.126 | 0.279 | 1.000 | 0.392 | -0.009 | 0.323 |
| 계 | -0.234 | 0.840 | 0.617 | 0.809 | 0.818 | 0.858 | 0.392 | 1.000 | -0.038 | 0.392 |
| 해당일자 | 0.011 | -0.027 | -0.022 | -0.035 | -0.028 | -0.037 | -0.009 | -0.038 | 1.000 | 0.008 |
| 분류 | 1.000 | 0.421 | 0.424 | 0.419 | 0.362 | 0.357 | 0.323 | 0.392 | 0.008 | 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.
| 분류 | 정렬구분값 | 품목코드 | 품목명 | 서울청과 | 농협 | 중앙청과 | 동화청과 | 한국청과 | 대아청과 | 계 | 해당일자 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 14315 | <과일류> | 12 | 42900 | 체리 | 0.59 | 0.0 | 0.32 | 0.232 | 0.0 | 0.0 | 1.142 | 20231228 |
| 15201 | <일반채소류> | 32 | 21109 | 배추얼갈이 | 1.176 | 0.0 | 5.328 | 13.812 | 13.052 | 0.0 | 33.368 | 20231219 |
| 17989 | <일반채소류> | 32 | 23110 | 다발무 | 52.88 | 0.0 | 40.0 | 27.5 | 23.51 | 515.0 | 658.89 | 20231122 |
| 1577 | <일반채소류> | 32 | 26813 | 비름 | 0.075 | 0.0 | 0.0 | 0.0 | 1.44 | 0.0 | 1.515 | 20240503 |
| 18340 | <일반채소류> | 32 | 26802 | 냉이 | 0.008 | 0.4999 | 0.5215 | 0.0 | 0.016 | 0.0 | 1.0454 | 20231118 |
| 22080 | <일반채소류> | 32 | 24503 | 쪽파 | 8.61 | 0.6375 | 1.154 | 11.844 | 9.85 | 7.642 | 39.7375 | 20231014 |
| 36404 | <일반채소류> | 32 | 24400 | 양파 | 97.215 | 39.765 | 208.802 | 133.306 | 300.21 | 0.0 | 779.298 | 20230525 |
| 21176 | <일반채소류> | 32 | 26831 | 뉴그린 | 0.0 | 0.0 | 0.0 | 0.1 | 0.0 | 0.0 | 0.1 | 20231023 |
| 115 | <일반채소류> | 32 | 15200 | 감자 | 80.08 | 11.87 | 92.74 | 157.66 | 68.83 | 0.0 | 411.18 | 20240517 |
| 28035 | <일반채소류> | 32 | 26824 | 참나물 | 0.06 | 0.0 | 2.408 | 4.868 | 3.404 | 0.0 | 10.74 | 20230817 |
| 분류 | 정렬구분값 | 품목코드 | 품목명 | 서울청과 | 농협 | 중앙청과 | 동화청과 | 한국청과 | 대아청과 | 계 | 해당일자 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 21058 | <일반채소류> | 32 | 26810 | 고추잎 | 0.0 | 0.483 | 0.3337 | 0.0 | 0.154 | 0.0 | 0.9707 | 20231024 |
| 13854 | <일반채소류> | 32 | 25903 | 콜라비 | 24.725 | 3.72 | 0.0 | 11.76 | 2.28 | 0.0 | 42.485 | 20240104 |
| 34983 | <과일류> | 12 | 43300 | 무화과 | 0.0 | 0.0 | 0.0 | 0.35 | 0.0 | 0.0 | 0.35 | 20230608 |
| 32366 | <일반채소류> | 32 | 26824 | 참나물 | 0.32 | 0.0 | 5.644 | 5.576 | 6.576 | 0.0 | 18.116 | 20230703 |
| 32109 | <일반채소류> | 32 | 21200 | 양배추 | 6.52 | 0.0 | 0.32 | 0.0 | 12.704 | 299.744 | 319.288 | 20230705 |
| 30430 | <일반채소류> | 32 | 25700 | 칼리플라워 | 0.548 | 0.0 | 0.0 | 0.272 | 0.0 | 0.0 | 0.82 | 20230722 |
| 11773 | <일반채소류> | 32 | 26903 | 무말랭이 | 0.0 | 0.107 | 0.1 | 0.0 | 0.0 | 0.0 | 0.207 | 20240124 |
| 13514 | <과일류> | 12 | 41400 | 포도 | 19.728 | 11.8908 | 27.106 | 12.166 | 3.6668 | 0.0 | 74.5576 | 20240106 |
| 14645 | <일반채소류> | 32 | 25500 | 비트 | 1.66 | 0.48 | 0.0 | 1.58 | 0.26 | 0.0 | 3.98 | 20231225 |
| 26906 | <일반채소류> | 32 | 21400 | 상추 | 7.864 | 1.348 | 23.0 | 25.712 | 18.096 | 0.0 | 76.02 | 20230828 |