Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 10000 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.6 MiB |
| Average record size in memory | 173.0 B |
Variable types
| Numeric | 13 |
|---|---|
| Categorical | 3 |
| Text | 3 |
Dataset
| Description | 경락가격정보를 조회하기 위한 서비스로서 농산물, 축산물, 수산물, 화훼류, 산지공판장, 종합유통센터별로 경락가격 정보 제공 |
|---|---|
| Author | 농림수산식품교육문화정보원 |
| URL | https://data.mafra.go.kr/opendata/data/indexOpenDataDetail.do?data_id=20220207000000001703 |
AUCNG_DE is highly overall correlated with NACF_DISTB_CNTER_CD | High correlation |
NACF_DISTB_CNTER_CD is highly overall correlated with AUCNG_DE and 1 other fields | High correlation |
CATGORY_CD is highly overall correlated with PRDLST_CD and 2 other fields | High correlation |
PRDLST_CD is highly overall correlated with CATGORY_CD and 2 other fields | High correlation |
SPCIES_CD is highly overall correlated with CATGORY_CD and 2 other fields | High correlation |
GRAD_CD is highly overall correlated with GRAD | High correlation |
DELNGBUNDLE_QY is highly overall correlated with STNDRD_CD | High correlation |
STNDRD_CD is highly overall correlated with DELNGBUNDLE_QY | High correlation |
MUMM_AMT is highly overall correlated with MXMM_AMT and 1 other fields | High correlation |
MXMM_AMT is highly overall correlated with MUMM_AMT and 1 other fields | High correlation |
AVRG_AMT is highly overall correlated with MUMM_AMT and 1 other fields | High correlation |
NACF_DISTB_CNTER is highly overall correlated with NACF_DISTB_CNTER_CD | High correlation |
CATGORY_NM is highly overall correlated with CATGORY_CD and 2 other fields | High correlation |
GRAD is highly overall correlated with GRAD_CD | High correlation |
GRAD is highly imbalanced (59.1%) | Imbalance |
DELNG_QY is highly skewed (γ1 = 63.98803805) | Skewed |
Reproduction
| Analysis started | 2023-12-11 03:34:08.470373 |
|---|---|
| Analysis finished | 2023-12-11 03:34:37.289872 |
| Duration | 28.82 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
AUCNG_DE
Real number (ℝ)
HIGH CORRELATION
| Distinct | 1154 |
|---|---|
| Distinct (%) | 11.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20138238 |
| Minimum | 20130101 |
|---|---|
| Maximum | 20170606 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | 20130101 |
|---|---|
| 5-th percentile | 20130119 |
| Q1 | 20130317 |
| median | 20130607 |
| Q3 | 20150107 |
| 95-th percentile | 20160816 |
| Maximum | 20170606 |
| Range | 40505 |
| Interquartile range (IQR) | 19790 |
Descriptive statistics
| Standard deviation | 12345.406 |
|---|---|
| Coefficient of variation (CV) | 0.00061303308 |
| Kurtosis | -0.16647138 |
| Mean | 20138238 |
| Median Absolute Deviation (MAD) | 388 |
| Skewness | 1.201372 |
| Sum | 2.0138238 × 1011 |
| Variance | 1.5240904 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 20130205 | 53 | 0.5% |
| 20130206 | 53 | 0.5% |
| 20130307 | 52 | 0.5% |
| 20130202 | 52 | 0.5% |
| 20130208 | 51 | 0.5% |
| 20130607 | 50 | 0.5% |
| 20130319 | 50 | 0.5% |
| 20130313 | 50 | 0.5% |
| 20130404 | 49 | 0.5% |
| 20130608 | 49 | 0.5% |
| Other values (1144) | 9491 |
| Value | Count | Frequency (%) |
| 20130101 | 19 | |
| 20130102 | 16 | |
| 20130103 | 28 | |
| 20130104 | 22 | |
| 20130105 | 22 | |
| 20130106 | 15 | |
| 20130107 | 32 | |
| 20130108 | 34 | |
| 20130109 | 35 | |
| 20130110 | 25 |
| Value | Count | Frequency (%) |
| 20170606 | 9 | |
| 20170605 | 4 | < 0.1% |
| 20170604 | 5 | |
| 20170603 | 11 | |
| 20170602 | 9 | |
| 20170601 | 8 | |
| 20170531 | 1 | < 0.1% |
| 20170524 | 8 | |
| 20170507 | 3 | < 0.1% |
| 20170506 | 7 |
NACF_DISTB_CNTER
Categorical
HIGH CORRELATION
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.2 KiB |
| 양재 유통센터 | |
|---|---|
| 안성 물류센터 | |
| 청주 유통센터 | |
| 대전 유통센터 | 595 |
| 목포 유통센터 | 240 |
| Other values (2) | 122 |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 양재 유통센터 |
|---|---|
| 2nd row | 양재 유통센터 |
| 3rd row | 양재 유통센터 |
| 4th row | 청주 유통센터 |
| 5th row | 양재 유통센터 |
Common Values
| Value | Count | Frequency (%) |
| 양재 유통센터 | 5966 | |
| 안성 물류센터 | 1935 | 19.4% |
| 청주 유통센터 | 1142 | 11.4% |
| 대전 유통센터 | 595 | 5.9% |
| 목포 유통센터 | 240 | 2.4% |
| 전주 유통센터 | 85 | 0.9% |
| 달성 유통센터 | 37 | 0.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 유통센터 | 8065 | |
| 양재 | 5966 | |
| 안성 | 1935 | 9.7% |
| 물류센터 | 1935 | 9.7% |
| 청주 | 1142 | 5.7% |
| 대전 | 595 | 3.0% |
| 목포 | 240 | 1.2% |
| 전주 | 85 | 0.4% |
| 달성 | 37 | 0.2% |
NACF_DISTB_CNTER_CD
Real number (ℝ)
HIGH CORRELATION
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 99000467 |
| Minimum | 99000101 |
|---|---|
| Maximum | 99001501 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | 99000101 |
|---|---|
| 5-th percentile | 99000101 |
| Q1 | 99000101 |
| median | 99000101 |
| Q3 | 99000801 |
| 95-th percentile | 99001501 |
| Maximum | 99001501 |
| Range | 1400 |
| Interquartile range (IQR) | 700 |
Descriptive statistics
| Standard deviation | 556.33138 |
|---|---|
| Coefficient of variation (CV) | 5.6194824 × 10-6 |
| Kurtosis | -0.49109433 |
| Mean | 99000467 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.1372404 |
| Sum | 9.9000467 × 1011 |
| Variance | 309504.61 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 99000101 | 5966 | |
| 99001501 | 1935 | 19.4% |
| 99000301 | 1142 | 11.4% |
| 99000801 | 595 | 5.9% |
| 99001001 | 163 | 1.6% |
| 99000401 | 85 | 0.9% |
| 99001401 | 77 | 0.8% |
| 99001101 | 37 | 0.4% |
| Value | Count | Frequency (%) |
| 99000101 | 5966 | |
| 99000301 | 1142 | 11.4% |
| 99000401 | 85 | 0.9% |
| 99000801 | 595 | 5.9% |
| 99001001 | 163 | 1.6% |
| 99001101 | 37 | 0.4% |
| 99001401 | 77 | 0.8% |
| 99001501 | 1935 | 19.4% |
| Value | Count | Frequency (%) |
| 99001501 | 1935 | 19.4% |
| 99001401 | 77 | 0.8% |
| 99001101 | 37 | 0.4% |
| 99001001 | 163 | 1.6% |
| 99000801 | 595 | 5.9% |
| 99000401 | 85 | 0.9% |
| 99000301 | 1142 | 11.4% |
| 99000101 | 5966 |
CATGORY_NM
Categorical
HIGH CORRELATION
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.2 KiB |
| 엽경채류 | |
|---|---|
| 양채류 | |
| 버섯류 | |
| 조미채소류 | |
| 과실류 | |
| Other values (14) |
Length
| Max length | 6 |
|---|---|
| Median length | 5 |
| Mean length | 3.6925 |
| Min length | 2 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 엽경채류 |
|---|---|
| 2nd row | 양채류 |
| 3rd row | 산채류 |
| 4th row | 버섯류 |
| 5th row | 서류 |
Common Values
| Value | Count | Frequency (%) |
| 엽경채류 | 2784 | |
| 양채류 | 1413 | |
| 버섯류 | 1291 | |
| 조미채소류 | 1212 | |
| 과실류 | 863 | 8.6% |
| 과일과채류 | 808 | 8.1% |
| 산채류 | 570 | 5.7% |
| 근채류 | 355 | 3.5% |
| 서류 | 198 | 2.0% |
| 농림가공 | 184 | 1.8% |
| Other values (9) | 322 | 3.2% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 엽경채류 | 2784 | |
| 양채류 | 1413 | |
| 버섯류 | 1291 | |
| 조미채소류 | 1212 | |
| 과실류 | 863 | 8.6% |
| 과일과채류 | 808 | 8.1% |
| 산채류 | 570 | 5.7% |
| 근채류 | 355 | 3.5% |
| 서류 | 198 | 2.0% |
| 농림가공 | 184 | 1.8% |
| Other values (10) | 323 | 3.2% |
CATGORY_CD
Real number (ℝ)
HIGH CORRELATION
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.7009 |
| Minimum | 1 |
|---|---|
| Maximum | 91 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 10 |
| median | 11 |
| Q3 | 13 |
| 95-th percentile | 17 |
| Maximum | 91 |
| Range | 90 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 11.206257 |
|---|---|
| Coefficient of variation (CV) | 0.88231992 |
| Kurtosis | 41.009243 |
| Mean | 12.7009 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 6.2653802 |
| Sum | 127009 |
| Variance | 125.5802 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) |
| 10 | 2784 | |
| 13 | 1413 | |
| 17 | 1291 | |
| 12 | 1212 | |
| 6 | 863 | 8.6% |
| 8 | 808 | 8.1% |
| 14 | 570 | 5.7% |
| 11 | 355 | 3.5% |
| 5 | 198 | 2.0% |
| 91 | 184 | 1.8% |
| Other values (9) | 322 | 3.2% |
| Value | Count | Frequency (%) |
| 1 | 3 | < 0.1% |
| 3 | 18 | 0.2% |
| 4 | 6 | 0.1% |
| 5 | 198 | 2.0% |
| 6 | 863 | 8.6% |
| 7 | 99 | 1.0% |
| 8 | 808 | 8.1% |
| 9 | 133 | 1.3% |
| 10 | 2784 | |
| 11 | 355 | 3.5% |
| Value | Count | Frequency (%) |
| 91 | 184 | 1.8% |
| 76 | 1 | < 0.1% |
| 19 | 5 | 0.1% |
| 17 | 1291 | |
| 16 | 51 | 0.5% |
| 15 | 6 | 0.1% |
| 14 | 570 | |
| 13 | 1413 | |
| 12 | 1212 | |
| 11 | 355 | 3.5% |
PRDLST_CD
Real number (ℝ)
HIGH CORRELATION
| Distinct | 153 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1284.5848 |
| Minimum | 103 |
|---|---|
| Maximum | 9110 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | 103 |
|---|---|
| 5-th percentile | 601 |
| Q1 | 1005 |
| median | 1103 |
| Q3 | 1325 |
| 95-th percentile | 1711 |
| Maximum | 9110 |
| Range | 9007 |
| Interquartile range (IQR) | 320 |
Descriptive statistics
| Standard deviation | 1122.0767 |
|---|---|
| Coefficient of variation (CV) | 0.87349364 |
| Kurtosis | 40.683188 |
| Mean | 1284.5848 |
| Median Absolute Deviation (MAD) | 201 |
| Skewness | 6.2295287 |
| Sum | 12845848 |
| Variance | 1259056 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1005 | 469 | 4.7% |
| 1711 | 465 | 4.7% |
| 601 | 352 | 3.5% |
| 1303 | 300 | 3.0% |
| 1205 | 296 | 3.0% |
| 1202 | 292 | 2.9% |
| 1799 | 249 | 2.5% |
| 1016 | 246 | 2.5% |
| 1017 | 240 | 2.4% |
| 1399 | 232 | 2.3% |
| Other values (143) | 6859 |
| Value | Count | Frequency (%) |
| 103 | 3 | < 0.1% |
| 301 | 2 | < 0.1% |
| 304 | 11 | 0.1% |
| 305 | 5 | 0.1% |
| 401 | 1 | < 0.1% |
| 403 | 2 | < 0.1% |
| 407 | 1 | < 0.1% |
| 499 | 2 | < 0.1% |
| 501 | 71 | |
| 502 | 117 |
| Value | Count | Frequency (%) |
| 9110 | 184 | 1.8% |
| 7609 | 1 | < 0.1% |
| 1907 | 5 | 0.1% |
| 1799 | 249 | |
| 1719 | 4 | < 0.1% |
| 1718 | 2 | < 0.1% |
| 1711 | 465 | |
| 1709 | 2 | < 0.1% |
| 1707 | 17 | 0.2% |
| 1706 | 21 | 0.2% |
SPCIES_NM
Text
| Distinct | 273 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.2 KiB |
Length
| Max length | 12 |
|---|---|
| Median length | 11 |
| Mean length | 4.1908 |
| Min length | 1 |
Characters and Unicode
| Total characters | 41908 |
|---|---|
| Distinct characters | 254 |
| Distinct categories | 5 ? |
| 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 | 37 ? |
|---|---|
| Unique (%) | 0.4% |
Sample
| 1st row | 기타 |
|---|---|
| 2nd row | 피망(단고추)(일반) |
| 3rd row | 기타 |
| 4th row | 기타 |
| 5th row | 기타 |
| Value | Count | Frequency (%) |
| 기타 | 3360 | |
| 새송이(일반 | 465 | 4.6% |
| 콩나물(일반 | 246 | 2.4% |
| 숙주나물(일반 | 240 | 2.4% |
| 적상추 | 172 | 1.7% |
| 청상추 | 169 | 1.7% |
| 깐마늘 | 165 | 1.6% |
| 대파(일반 | 124 | 1.2% |
| 금싸라기 | 122 | 1.2% |
| 후지 | 121 | 1.2% |
| Other values (265) | 4861 |
Most occurring characters
| Value | Count | Frequency (%) |
| 기 | 3708 | 8.8% |
| ( | 3562 | 8.5% |
| ) | 3562 | 8.5% |
| 타 | 3546 | 8.5% |
| 일 | 3527 | 8.4% |
| 반 | 3434 | 8.2% |
| 추 | 899 | 2.1% |
| 나 | 774 | 1.8% |
| 물 | 701 | 1.7% |
| 리 | 646 | 1.5% |
| Other values (244) | 17549 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 34663 | |
| Open Punctuation | 3562 | 8.5% |
| Close Punctuation | 3562 | 8.5% |
| Connector Punctuation | 76 | 0.2% |
| Space Separator | 45 | 0.1% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 기 | 3708 | 10.7% |
| 타 | 3546 | 10.2% |
| 일 | 3527 | 10.2% |
| 반 | 3434 | 9.9% |
| 추 | 899 | 2.6% |
| 나 | 774 | 2.2% |
| 물 | 701 | 2.0% |
| 리 | 646 | 1.9% |
| 이 | 642 | 1.9% |
| 마 | 513 | 1.5% |
| Other values (240) | 16273 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 3562 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 3562 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 76 |
Space Separator
| Value | Count | Frequency (%) |
| 45 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 34663 | |
| Common | 7245 | 17.3% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 기 | 3708 | 10.7% |
| 타 | 3546 | 10.2% |
| 일 | 3527 | 10.2% |
| 반 | 3434 | 9.9% |
| 추 | 899 | 2.6% |
| 나 | 774 | 2.2% |
| 물 | 701 | 2.0% |
| 리 | 646 | 1.9% |
| 이 | 642 | 1.9% |
| 마 | 513 | 1.5% |
| Other values (240) | 16273 |
Common
| Value | Count | Frequency (%) |
| ( | 3562 | |
| ) | 3562 | |
| _ | 76 | 1.0% |
| 45 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 34663 | |
| ASCII | 7245 | 17.3% |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 기 | 3708 | 10.7% |
| 타 | 3546 | 10.2% |
| 일 | 3527 | 10.2% |
| 반 | 3434 | 9.9% |
| 추 | 899 | 2.6% |
| 나 | 774 | 2.2% |
| 물 | 701 | 2.0% |
| 리 | 646 | 1.9% |
| 이 | 642 | 1.9% |
| 마 | 513 | 1.5% |
| Other values (240) | 16273 |
ASCII
| Value | Count | Frequency (%) |
| ( | 3562 | |
| ) | 3562 | |
| _ | 76 | 1.0% |
| 45 | 0.6% |
SPCIES_CD
Real number (ℝ)
HIGH CORRELATION
| Distinct | 372 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 128488.02 |
| Minimum | 10302 |
|---|---|
| Maximum | 911099 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | 10302 |
|---|---|
| 5-th percentile | 60199 |
| Q1 | 100501 |
| median | 110301 |
| Q3 | 132501 |
| 95-th percentile | 171101 |
| Maximum | 911099 |
| Range | 900797 |
| Interquartile range (IQR) | 32000 |
Descriptive statistics
| Standard deviation | 112216.32 |
|---|---|
| Coefficient of variation (CV) | 0.87336016 |
| Kurtosis | 40.685143 |
| Mean | 128488.02 |
| Median Absolute Deviation (MAD) | 20101 |
| Skewness | 6.2297691 |
| Sum | 1.2848802 × 109 |
| Variance | 1.2592502 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 171101 | 465 | 4.7% |
| 101601 | 239 | 2.4% |
| 101701 | 215 | 2.1% |
| 139900 | 209 | 2.1% |
| 179900 | 201 | 2.0% |
| 911099 | 184 | 1.8% |
| 60199 | 181 | 1.8% |
| 100502 | 172 | 1.7% |
| 100501 | 169 | 1.7% |
| 120906 | 165 | 1.7% |
| Other values (362) | 7800 |
| Value | Count | Frequency (%) |
| 10302 | 1 | < 0.1% |
| 10306 | 1 | < 0.1% |
| 10399 | 1 | < 0.1% |
| 30112 | 1 | < 0.1% |
| 30118 | 1 | < 0.1% |
| 30402 | 11 | |
| 30501 | 5 | |
| 40199 | 1 | < 0.1% |
| 40302 | 2 | < 0.1% |
| 40701 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 911099 | 184 | 1.8% |
| 760904 | 1 | < 0.1% |
| 190700 | 5 | 0.1% |
| 179999 | 48 | 0.5% |
| 179900 | 201 | |
| 171901 | 4 | < 0.1% |
| 171801 | 2 | < 0.1% |
| 171101 | 465 | |
| 170901 | 2 | < 0.1% |
| 170799 | 17 | 0.2% |
GRAD
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.2 KiB |
| 없음 | |
|---|---|
| 특(1등) | |
| 특 | 357 |
| 상(2등) | 246 |
| 보통(3등) | 187 |
| Other values (4) | 309 |
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 2.4794 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 특(1등) |
|---|---|
| 2nd row | 상(2등) |
| 3rd row | 없음 |
| 4th row | 보통(3등) |
| 5th row | 없음 |
Common Values
| Value | Count | Frequency (%) |
| 없음 | 7639 | |
| 특(1등) | 1262 | 12.6% |
| 특 | 357 | 3.6% |
| 상(2등) | 246 | 2.5% |
| 보통(3등) | 187 | 1.9% |
| 상 | 121 | 1.2% |
| 4등 | 83 | 0.8% |
| 5등 | 78 | 0.8% |
| 보통 | 27 | 0.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 없음 | 7639 | |
| 특(1등 | 1262 | 12.6% |
| 특 | 357 | 3.6% |
| 상(2등 | 246 | 2.5% |
| 보통(3등 | 187 | 1.9% |
| 상 | 121 | 1.2% |
| 4등 | 83 | 0.8% |
| 5등 | 78 | 0.8% |
| 보통 | 27 | 0.3% |
GRAD_CD
Real number (ℝ)
HIGH CORRELATION
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.3717 |
| Minimum | 10 |
|---|---|
| Maximum | 15 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 10 |
| median | 10 |
| Q3 | 10 |
| 95-th percentile | 12 |
| Maximum | 15 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.83126904 |
|---|---|
| Coefficient of variation (CV) | 0.08014781 |
| Kurtosis | 10.278975 |
| Mean | 10.3717 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.9912147 |
| Sum | 103717 |
| Variance | 0.69100821 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 10 | 7639 | |
| 11 | 1619 | 16.2% |
| 12 | 367 | 3.7% |
| 13 | 214 | 2.1% |
| 14 | 83 | 0.8% |
| 15 | 78 | 0.8% |
| Value | Count | Frequency (%) |
| 10 | 7639 | |
| 11 | 1619 | 16.2% |
| 12 | 367 | 3.7% |
| 13 | 214 | 2.1% |
| 14 | 83 | 0.8% |
| 15 | 78 | 0.8% |
| Value | Count | Frequency (%) |
| 15 | 78 | 0.8% |
| 14 | 83 | 0.8% |
| 13 | 214 | 2.1% |
| 12 | 367 | 3.7% |
| 11 | 1619 | 16.2% |
| 10 | 7639 |
DELNGBUNDLE_QY
Real number (ℝ)
HIGH CORRELATION
| Distinct | 69 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 63.753 |
| Minimum | 0.1 |
|---|---|
| Maximum | 900 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 50 |
| 95-th percentile | 331 |
| Maximum | 900 |
| Range | 899.9 |
| Interquartile range (IQR) | 48 |
Descriptive statistics
| Standard deviation | 127.87228 |
|---|---|
| Coefficient of variation (CV) | 2.0057452 |
| Kurtosis | 7.4107079 |
| Mean | 63.753 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 2.6162893 |
| Sum | 637530 |
| Variance | 16351.319 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.0 | 2144 | |
| 2.0 | 1851 | |
| 4.0 | 1101 | |
| 10.0 | 610 | 6.1% |
| 100.0 | 553 | 5.5% |
| 150.0 | 407 | 4.1% |
| 5.0 | 399 | 4.0% |
| 300.0 | 367 | 3.7% |
| 200.0 | 341 | 3.4% |
| 15.0 | 294 | 2.9% |
| Other values (59) | 1933 |
| Value | Count | Frequency (%) |
| 0.1 | 9 | 0.1% |
| 0.2 | 8 | 0.1% |
| 0.4 | 4 | < 0.1% |
| 0.5 | 2 | < 0.1% |
| 0.7 | 32 | 0.3% |
| 1.0 | 2144 | |
| 1.2 | 34 | 0.3% |
| 1.3 | 11 | 0.1% |
| 1.4 | 1 | < 0.1% |
| 1.5 | 86 | 0.9% |
| Value | Count | Frequency (%) |
| 900.0 | 7 | 0.1% |
| 800.0 | 14 | 0.1% |
| 750.0 | 7 | 0.1% |
| 700.0 | 25 | 0.2% |
| 650.0 | 1 | < 0.1% |
| 600.0 | 10 | 0.1% |
| 500.0 | 284 | |
| 450.0 | 2 | < 0.1% |
| 400.0 | 121 | |
| 380.0 | 1 | < 0.1% |
STNDRD
Text
| Distinct | 76 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.2 KiB |
Length
| Max length | 12 |
|---|---|
| Median length | 11 |
| Mean length | 6.329 |
| Min length | 1 |
Characters and Unicode
| Total characters | 63290 |
|---|---|
| Distinct characters | 46 |
| Distinct categories | 6 ? |
| Distinct scripts | 3 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 11 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | kg 상자 |
|---|---|
| 2nd row | kg 상자 |
| 3rd row | g PP대 |
| 4th row | kg 상자 |
| 5th row | kg 상자 |
| Value | Count | Frequency (%) |
| kg | 7315 | |
| 상자 | 4236 | |
| 비닐봉지 | 2676 | 14.2% |
| g | 2602 | 13.8% |
| 봉지 | 376 | 2.0% |
| 단 | 201 | 1.1% |
| 그물망 | 195 | 1.0% |
| p-box | 135 | 0.7% |
| 60내 | 105 | 0.6% |
| 50내 | 85 | 0.5% |
| Other values (36) | 914 | 4.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 21844 | ||
| g | 9917 | |
| k | 7315 | 11.6% |
| 상 | 4236 | 6.7% |
| 자 | 4236 | 6.7% |
| 봉 | 3052 | 4.8% |
| 지 | 3052 | 4.8% |
| 비 | 2676 | 4.2% |
| 닐 | 2676 | 4.2% |
| 내 | 497 | 0.8% |
| Other values (36) | 3789 | 6.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 22199 | |
| Space Separator | 21844 | |
| Lowercase Letter | 17232 | |
| Decimal Number | 1204 | 1.9% |
| Uppercase Letter | 676 | 1.1% |
| Dash Punctuation | 135 | 0.2% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 상 | 4236 | |
| 자 | 4236 | |
| 봉 | 3052 | |
| 지 | 3052 | |
| 비 | 2676 | |
| 닐 | 2676 | |
| 내 | 497 | 2.2% |
| 개 | 203 | 0.9% |
| 단 | 201 | 0.9% |
| 물 | 195 | 0.9% |
| Other values (17) | 1175 | 5.3% |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 417 | |
| 5 | 215 | |
| 1 | 150 | 12.5% |
| 4 | 114 | 9.5% |
| 6 | 110 | 9.1% |
| 7 | 64 | 5.3% |
| 3 | 59 | 4.9% |
| 2 | 58 | 4.8% |
| 8 | 12 | 1.0% |
| 9 | 5 | 0.4% |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 251 | |
| B | 135 | |
| X | 135 | |
| O | 135 | |
| E | 20 | 3.0% |
Lowercase Letter
| Value | Count | Frequency (%) |
| g | 9917 | |
| k | 7315 |
Space Separator
| Value | Count | Frequency (%) |
| 21844 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 135 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 23183 | |
| Hangul | 22199 | |
| Latin | 17908 |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 상 | 4236 | |
| 자 | 4236 | |
| 봉 | 3052 | |
| 지 | 3052 | |
| 비 | 2676 | |
| 닐 | 2676 | |
| 내 | 497 | 2.2% |
| 개 | 203 | 0.9% |
| 단 | 201 | 0.9% |
| 물 | 195 | 0.9% |
| Other values (17) | 1175 | 5.3% |
Common
| Value | Count | Frequency (%) |
| 21844 | ||
| 0 | 417 | 1.8% |
| 5 | 215 | 0.9% |
| 1 | 150 | 0.6% |
| - | 135 | 0.6% |
| 4 | 114 | 0.5% |
| 6 | 110 | 0.5% |
| 7 | 64 | 0.3% |
| 3 | 59 | 0.3% |
| 2 | 58 | 0.3% |
| Other values (2) | 17 | 0.1% |
Latin
| Value | Count | Frequency (%) |
| g | 9917 | |
| k | 7315 | |
| P | 251 | 1.4% |
| B | 135 | 0.8% |
| X | 135 | 0.8% |
| O | 135 | 0.8% |
| E | 20 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 41091 | |
| Hangul | 22199 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 21844 | ||
| g | 9917 | |
| k | 7315 | 17.8% |
| 0 | 417 | 1.0% |
| P | 251 | 0.6% |
| 5 | 215 | 0.5% |
| 1 | 150 | 0.4% |
| B | 135 | 0.3% |
| - | 135 | 0.3% |
| X | 135 | 0.3% |
| Other values (9) | 577 | 1.4% |
Hangul
| Value | Count | Frequency (%) |
| 상 | 4236 | |
| 자 | 4236 | |
| 봉 | 3052 | |
| 지 | 3052 | |
| 비 | 2676 | |
| 닐 | 2676 | |
| 내 | 497 | 2.2% |
| 개 | 203 | 0.9% |
| 단 | 201 | 0.9% |
| 물 | 195 | 0.9% |
| Other values (17) | 1175 | 5.3% |
PRDLST_NM
Text
| Distinct | 144 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.2 KiB |
Length
| Max length | 12 |
|---|---|
| Median length | 11 |
| Mean length | 2.8512 |
| Min length | 1 |
Characters and Unicode
| Total characters | 28512 |
|---|---|
| Distinct characters | 185 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 10 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 쑥갓 |
|---|---|
| 2nd row | 피망(단고추) |
| 3rd row | 기타 |
| 4th row | 기타 |
| 5th row | 고구마 |
| Value | Count | Frequency (%) |
| 기타 | 693 | 6.9% |
| 상추 | 469 | 4.7% |
| 새송이 | 465 | 4.7% |
| 사과 | 352 | 3.5% |
| 치커리 | 300 | 3.0% |
| 풋고추 | 296 | 3.0% |
| 대파 | 292 | 2.9% |
| 콩나물 | 246 | 2.5% |
| 숙주나물 | 240 | 2.4% |
| 마늘 | 218 | 2.2% |
| Other values (134) | 6429 |
Most occurring characters
| Value | Count | Frequency (%) |
| 추 | 1659 | 5.8% |
| 리 | 1152 | 4.0% |
| 타 | 1139 | 4.0% |
| 기 | 1021 | 3.6% |
| 고 | 910 | 3.2% |
| 나 | 908 | 3.2% |
| 이 | 782 | 2.7% |
| 물 | 711 | 2.5% |
| 마 | 674 | 2.4% |
| 토 | 654 | 2.3% |
| Other values (175) | 18902 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 27808 | |
| Open Punctuation | 352 | 1.2% |
| Close Punctuation | 352 | 1.2% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 추 | 1659 | 6.0% |
| 리 | 1152 | 4.1% |
| 타 | 1139 | 4.1% |
| 기 | 1021 | 3.7% |
| 고 | 910 | 3.3% |
| 나 | 908 | 3.3% |
| 이 | 782 | 2.8% |
| 물 | 711 | 2.6% |
| 마 | 674 | 2.4% |
| 토 | 654 | 2.4% |
| Other values (173) | 18198 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 352 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 352 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 27808 | |
| Common | 704 | 2.5% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 추 | 1659 | 6.0% |
| 리 | 1152 | 4.1% |
| 타 | 1139 | 4.1% |
| 기 | 1021 | 3.7% |
| 고 | 910 | 3.3% |
| 나 | 908 | 3.3% |
| 이 | 782 | 2.8% |
| 물 | 711 | 2.6% |
| 마 | 674 | 2.4% |
| 토 | 654 | 2.4% |
| Other values (173) | 18198 |
Common
| Value | Count | Frequency (%) |
| ( | 352 | |
| ) | 352 |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 27808 | |
| ASCII | 704 | 2.5% |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 추 | 1659 | 6.0% |
| 리 | 1152 | 4.1% |
| 타 | 1139 | 4.1% |
| 기 | 1021 | 3.7% |
| 고 | 910 | 3.3% |
| 나 | 908 | 3.3% |
| 이 | 782 | 2.8% |
| 물 | 711 | 2.6% |
| 마 | 674 | 2.4% |
| 토 | 654 | 2.4% |
| Other values (173) | 18198 |
ASCII
| Value | Count | Frequency (%) |
| ( | 352 | |
| ) | 352 |
STNDRD_CD
Real number (ℝ)
HIGH CORRELATION
| Distinct | 76 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 117582.5 |
| Minimum | 100000 |
|---|---|
| Maximum | 121981 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | 100000 |
|---|---|
| 5-th percentile | 110000 |
| Q1 | 110900 |
| median | 120100 |
| Q3 | 120100 |
| 95-th percentile | 120800 |
| Maximum | 121981 |
| Range | 21981 |
| Interquartile range (IQR) | 9200 |
Descriptive statistics
| Standard deviation | 4518.3182 |
|---|---|
| Coefficient of variation (CV) | 0.038426792 |
| Kurtosis | 0.1226334 |
| Mean | 117582.5 |
| Median Absolute Deviation (MAD) | 100 |
| Skewness | -1.2251741 |
| Sum | 1.175825 × 109 |
| Variance | 20415199 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 120100 | 3620 | |
| 110800 | 1393 | 13.9% |
| 120800 | 1254 | 12.5% |
| 120000 | 1159 | 11.6% |
| 110000 | 658 | 6.6% |
| 110900 | 271 | 2.7% |
| 120500 | 172 | 1.7% |
| 120200 | 104 | 1.0% |
| 120900 | 102 | 1.0% |
| 120126 | 86 | 0.9% |
| Other values (66) | 1181 | 11.8% |
| Value | Count | Frequency (%) |
| 100000 | 4 | < 0.1% |
| 101100 | 79 | 0.8% |
| 110000 | 658 | |
| 110100 | 80 | 0.8% |
| 110200 | 30 | 0.3% |
| 110300 | 6 | 0.1% |
| 110400 | 45 | 0.4% |
| 110500 | 21 | 0.2% |
| 110800 | 1393 | |
| 110802 | 19 | 0.2% |
| Value | Count | Frequency (%) |
| 121981 | 36 | |
| 121900 | 8 | 0.1% |
| 121400 | 3 | < 0.1% |
| 121206 | 1 | < 0.1% |
| 121202 | 1 | < 0.1% |
| 121200 | 26 | |
| 121126 | 1 | < 0.1% |
| 121101 | 57 | |
| 121100 | 47 | |
| 121000 | 1 | < 0.1% |
DELNG_QY
Real number (ℝ)
SKEWED
| Distinct | 1057 |
|---|---|
| Distinct (%) | 10.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 432.875 |
| Minimum | 1 |
|---|---|
| Maximum | 481206 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 10 |
| median | 40 |
| Q3 | 166.25 |
| 95-th percentile | 1172.8 |
| Maximum | 481206 |
| Range | 481205 |
| Interquartile range (IQR) | 156.25 |
Descriptive statistics
| Standard deviation | 5808.7394 |
|---|---|
| Coefficient of variation (CV) | 13.418976 |
| Kurtosis | 4910.7849 |
| Mean | 432.875 |
| Median Absolute Deviation (MAD) | 37 |
| Skewness | 63.988038 |
| Sum | 4328750 |
| Variance | 33741454 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2 | 573 | 5.7% |
| 10 | 557 | 5.6% |
| 1 | 485 | 4.9% |
| 20 | 436 | 4.4% |
| 3 | 322 | 3.2% |
| 5 | 317 | 3.2% |
| 100 | 218 | 2.2% |
| 30 | 210 | 2.1% |
| 4 | 210 | 2.1% |
| 40 | 210 | 2.1% |
| Other values (1047) | 6462 |
| Value | Count | Frequency (%) |
| 1 | 485 | |
| 2 | 573 | |
| 3 | 322 | |
| 4 | 210 | 2.1% |
| 5 | 317 | |
| 6 | 141 | 1.4% |
| 7 | 108 | 1.1% |
| 8 | 127 | 1.3% |
| 9 | 74 | 0.7% |
| 10 | 557 |
| Value | Count | Frequency (%) |
| 481206 | 1 | |
| 206275 | 1 | |
| 154095 | 1 | |
| 81277 | 1 | |
| 77030 | 1 | |
| 68733 | 1 | |
| 59129 | 1 | |
| 47117 | 1 | |
| 45324 | 1 | |
| 31032 | 1 |
MUMM_AMT
Real number (ℝ)
HIGH CORRELATION
| Distinct | 1288 |
|---|---|
| Distinct (%) | 12.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12606.618 |
| Minimum | 1 |
|---|---|
| Maximum | 293000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 950 |
| Q1 | 2213.75 |
| median | 6000 |
| Q3 | 13000 |
| 95-th percentile | 50000 |
| Maximum | 293000 |
| Range | 292999 |
| Interquartile range (IQR) | 10786.25 |
Descriptive statistics
| Standard deviation | 20100.052 |
|---|---|
| Coefficient of variation (CV) | 1.5944047 |
| Kurtosis | 26.738186 |
| Mean | 12606.618 |
| Median Absolute Deviation (MAD) | 4196.5 |
| Skewness | 4.2234507 |
| Sum | 1.2606618 × 108 |
| Variance | 4.0401208 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 8000 | 375 | 3.8% |
| 7000 | 375 | 3.8% |
| 4000 | 319 | 3.2% |
| 9000 | 296 | 3.0% |
| 4500 | 223 | 2.2% |
| 10000 | 171 | 1.7% |
| 8500 | 168 | 1.7% |
| 6000 | 163 | 1.6% |
| 1000 | 154 | 1.5% |
| 12000 | 153 | 1.5% |
| Other values (1278) | 7603 |
| Value | Count | Frequency (%) |
| 1 | 8 | |
| 9 | 2 | < 0.1% |
| 10 | 1 | < 0.1% |
| 21 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 26 | 1 | < 0.1% |
| 35 | 1 | < 0.1% |
| 40 | 1 | < 0.1% |
| 52 | 1 | < 0.1% |
| 58 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 293000 | 1 | < 0.1% |
| 250000 | 1 | < 0.1% |
| 247480 | 1 | < 0.1% |
| 237900 | 1 | < 0.1% |
| 210700 | 1 | < 0.1% |
| 190000 | 3 | |
| 189200 | 1 | < 0.1% |
| 183482 | 1 | < 0.1% |
| 175000 | 2 | |
| 170000 | 1 | < 0.1% |
MXMM_AMT
Real number (ℝ)
HIGH CORRELATION
| Distinct | 1154 |
|---|---|
| Distinct (%) | 11.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14624.702 |
| Minimum | 1 |
|---|---|
| Maximum | 1276232 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1000 |
| Q1 | 2700 |
| median | 7000 |
| Q3 | 15000 |
| 95-th percentile | 55000 |
| Maximum | 1276232 |
| Range | 1276231 |
| Interquartile range (IQR) | 12300 |
Descriptive statistics
| Standard deviation | 29467.246 |
|---|---|
| Coefficient of variation (CV) | 2.0148955 |
| Kurtosis | 495.46368 |
| Mean | 14624.702 |
| Median Absolute Deviation (MAD) | 5000 |
| Skewness | 15.721599 |
| Sum | 1.4624702 × 108 |
| Variance | 8.6831858 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 8000 | 384 | 3.8% |
| 7000 | 328 | 3.3% |
| 9000 | 312 | 3.1% |
| 4000 | 274 | 2.7% |
| 4500 | 218 | 2.2% |
| 10000 | 202 | 2.0% |
| 12000 | 192 | 1.9% |
| 8500 | 173 | 1.7% |
| 11000 | 168 | 1.7% |
| 6000 | 167 | 1.7% |
| Other values (1144) | 7582 |
| Value | Count | Frequency (%) |
| 1 | 8 | 0.1% |
| 330 | 1 | < 0.1% |
| 340 | 1 | < 0.1% |
| 350 | 1 | < 0.1% |
| 400 | 1 | < 0.1% |
| 420 | 1 | < 0.1% |
| 450 | 26 | |
| 483 | 1 | < 0.1% |
| 500 | 15 | |
| 540 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1276232 | 1 | |
| 922853 | 1 | |
| 745832 | 1 | |
| 470900 | 1 | |
| 450900 | 1 | |
| 445150 | 1 | |
| 434100 | 1 | |
| 364500 | 1 | |
| 360856 | 1 | |
| 360400 | 1 |
AVRG_AMT
Real number (ℝ)
HIGH CORRELATION
| Distinct | 2091 |
|---|---|
| Distinct (%) | 20.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13539.067 |
| Minimum | 1 |
|---|---|
| Maximum | 433411 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1000 |
| Q1 | 2575 |
| median | 7000 |
| Q3 | 14000 |
| 95-th percentile | 52000 |
| Maximum | 433411 |
| Range | 433410 |
| Interquartile range (IQR) | 11425 |
Descriptive statistics
| Standard deviation | 21836.173 |
|---|---|
| Coefficient of variation (CV) | 1.6128271 |
| Kurtosis | 43.780178 |
| Mean | 13539.067 |
| Median Absolute Deviation (MAD) | 4928 |
| Skewness | 5.036287 |
| Sum | 1.3539067 × 108 |
| Variance | 4.7681847 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 8000 | 312 | 3.1% |
| 9000 | 277 | 2.8% |
| 4000 | 273 | 2.7% |
| 7000 | 263 | 2.6% |
| 4500 | 192 | 1.9% |
| 8500 | 181 | 1.8% |
| 6000 | 145 | 1.5% |
| 1000 | 140 | 1.4% |
| 10000 | 139 | 1.4% |
| 12000 | 130 | 1.3% |
| Other values (2081) | 7948 |
| Value | Count | Frequency (%) |
| 1 | 8 | 0.1% |
| 330 | 1 | < 0.1% |
| 340 | 1 | < 0.1% |
| 350 | 1 | < 0.1% |
| 400 | 1 | < 0.1% |
| 420 | 1 | < 0.1% |
| 445 | 1 | < 0.1% |
| 450 | 26 | |
| 455 | 1 | < 0.1% |
| 483 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 433411 | 1 | |
| 309825 | 1 | |
| 299150 | 1 | |
| 293000 | 1 | |
| 272169 | 1 | |
| 250000 | 1 | |
| 247480 | 1 | |
| 242233 | 1 | |
| 240624 | 1 | |
| 223677 | 1 |
AUC_CO
Real number (ℝ)
| Distinct | 37 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.953 |
| Minimum | 1 |
|---|---|
| Maximum | 42 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 5 |
| Maximum | 42 |
| Range | 41 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 2.5726354 |
|---|---|
| Coefficient of variation (CV) | 1.3172736 |
| Kurtosis | 55.113098 |
| Mean | 1.953 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.3127798 |
| Sum | 19530 |
| Variance | 6.6184528 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=37)
| Value | Count | Frequency (%) |
| 1 | 6505 | |
| 2 | 1861 | 18.6% |
| 3 | 670 | 6.7% |
| 4 | 315 | 3.1% |
| 5 | 164 | 1.6% |
| 6 | 127 | 1.3% |
| 7 | 72 | 0.7% |
| 8 | 59 | 0.6% |
| 9 | 36 | 0.4% |
| 10 | 27 | 0.3% |
| Other values (27) | 164 | 1.6% |
| Value | Count | Frequency (%) |
| 1 | 6505 | |
| 2 | 1861 | 18.6% |
| 3 | 670 | 6.7% |
| 4 | 315 | 3.1% |
| 5 | 164 | 1.6% |
| 6 | 127 | 1.3% |
| 7 | 72 | 0.7% |
| 8 | 59 | 0.6% |
| 9 | 36 | 0.4% |
| 10 | 27 | 0.3% |
| Value | Count | Frequency (%) |
| 42 | 1 | |
| 41 | 1 | |
| 35 | 2 | |
| 34 | 1 | |
| 33 | 1 | |
| 32 | 1 | |
| 31 | 1 | |
| 30 | 2 | |
| 29 | 2 | |
| 28 | 1 |
| AUCNG_DE | NACF_DISTB_CNTER | NACF_DISTB_CNTER_CD | CATGORY_NM | CATGORY_CD | PRDLST_CD | SPCIES_CD | GRAD | GRAD_CD | DELNGBUNDLE_QY | STNDRD | STNDRD_CD | DELNG_QY | MUMM_AMT | MXMM_AMT | AVRG_AMT | AUC_CO | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AUCNG_DE | 1.000 | 0.688 | 0.784 | 0.399 | 0.187 | 0.172 | 0.171 | 0.482 | 0.377 | 0.165 | 0.481 | 0.116 | 0.000 | 0.133 | 0.066 | 0.126 | 0.067 |
| NACF_DISTB_CNTER | 0.688 | 1.000 | 0.999 | 0.608 | 0.376 | 0.371 | 0.371 | 0.498 | 0.426 | 0.262 | 0.628 | 0.209 | 0.000 | 0.195 | 0.111 | 0.159 | 0.070 |
| NACF_DISTB_CNTER_CD | 0.784 | 0.999 | 1.000 | 0.705 | 0.415 | 0.409 | 0.409 | 0.533 | 0.637 | 0.411 | 0.754 | 0.489 | 0.000 | 0.230 | 0.081 | 0.165 | 0.000 |
| CATGORY_NM | 0.399 | 0.608 | 0.705 | 1.000 | 1.000 | 0.994 | 0.994 | 0.514 | 0.499 | 0.400 | 0.841 | 0.467 | 0.000 | 0.404 | 0.197 | 0.365 | 0.133 |
| CATGORY_CD | 0.187 | 0.376 | 0.415 | 1.000 | 1.000 | 1.000 | 1.000 | 0.286 | 0.206 | 0.382 | 0.636 | 0.218 | 0.000 | 0.324 | 0.133 | 0.217 | 0.082 |
| PRDLST_CD | 0.172 | 0.371 | 0.409 | 0.994 | 1.000 | 1.000 | 1.000 | 0.262 | 0.188 | 0.384 | 0.615 | 0.222 | 0.024 | 0.293 | 0.133 | 0.199 | 0.079 |
| SPCIES_CD | 0.171 | 0.371 | 0.409 | 0.994 | 1.000 | 1.000 | 1.000 | 0.263 | 0.188 | 0.384 | 0.615 | 0.222 | 0.024 | 0.293 | 0.133 | 0.199 | 0.079 |
| GRAD | 0.482 | 0.498 | 0.533 | 0.514 | 0.286 | 0.262 | 0.263 | 1.000 | 1.000 | 0.215 | 0.717 | 0.233 | 0.000 | 0.179 | 0.000 | 0.242 | 0.102 |
| GRAD_CD | 0.377 | 0.426 | 0.637 | 0.499 | 0.206 | 0.188 | 0.188 | 1.000 | 1.000 | 0.229 | 0.659 | 0.232 | 0.000 | 0.165 | 0.000 | 0.167 | 0.098 |
| DELNGBUNDLE_QY | 0.165 | 0.262 | 0.411 | 0.400 | 0.382 | 0.384 | 0.384 | 0.215 | 0.229 | 1.000 | 0.778 | 0.746 | 0.000 | 0.175 | 0.000 | 0.102 | 0.052 |
| STNDRD | 0.481 | 0.628 | 0.754 | 0.841 | 0.636 | 0.615 | 0.615 | 0.717 | 0.659 | 0.778 | 1.000 | 1.000 | 0.000 | 0.567 | 0.187 | 0.497 | 0.000 |
| STNDRD_CD | 0.116 | 0.209 | 0.489 | 0.467 | 0.218 | 0.222 | 0.222 | 0.233 | 0.232 | 0.746 | 1.000 | 1.000 | 0.000 | 0.160 | 0.032 | 0.113 | 0.150 |
| DELNG_QY | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.024 | 0.024 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.692 |
| MUMM_AMT | 0.133 | 0.195 | 0.230 | 0.404 | 0.324 | 0.293 | 0.293 | 0.179 | 0.165 | 0.175 | 0.567 | 0.160 | 0.000 | 1.000 | 0.661 | 0.878 | 0.000 |
| MXMM_AMT | 0.066 | 0.111 | 0.081 | 0.197 | 0.133 | 0.133 | 0.133 | 0.000 | 0.000 | 0.000 | 0.187 | 0.032 | 0.000 | 0.661 | 1.000 | 0.898 | 0.129 |
| AVRG_AMT | 0.126 | 0.159 | 0.165 | 0.365 | 0.217 | 0.199 | 0.199 | 0.242 | 0.167 | 0.102 | 0.497 | 0.113 | 0.000 | 0.878 | 0.898 | 1.000 | 0.031 |
| AUC_CO | 0.067 | 0.070 | 0.000 | 0.133 | 0.082 | 0.079 | 0.079 | 0.102 | 0.098 | 0.052 | 0.000 | 0.150 | 0.692 | 0.000 | 0.129 | 0.031 | 1.000 |
| CATGORY_NM | NACF_DISTB_CNTER | GRAD | |
|---|---|---|---|
| CATGORY_NM | 1.000 | 0.323 | 0.229 |
| NACF_DISTB_CNTER | 0.323 | 1.000 | 0.291 |
| GRAD | 0.229 | 0.291 | 1.000 |
| AUCNG_DE | NACF_DISTB_CNTER_CD | CATGORY_CD | PRDLST_CD | SPCIES_CD | GRAD_CD | DELNGBUNDLE_QY | STNDRD_CD | DELNG_QY | MUMM_AMT | MXMM_AMT | AVRG_AMT | AUC_CO | NACF_DISTB_CNTER | CATGORY_NM | GRAD | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AUCNG_DE | 1.000 | 0.792 | -0.091 | -0.090 | -0.089 | 0.131 | -0.016 | 0.209 | 0.050 | 0.122 | 0.060 | 0.081 | -0.162 | 0.499 | 0.197 | 0.263 |
| NACF_DISTB_CNTER_CD | 0.792 | 1.000 | -0.080 | -0.081 | -0.080 | 0.146 | -0.043 | 0.239 | 0.036 | 0.185 | 0.113 | 0.138 | -0.200 | 0.971 | 0.315 | 0.288 |
| CATGORY_CD | -0.091 | -0.080 | 1.000 | 0.985 | 0.985 | -0.039 | -0.070 | -0.067 | -0.196 | -0.216 | -0.195 | -0.203 | -0.050 | 0.175 | 0.999 | 0.128 |
| PRDLST_CD | -0.090 | -0.081 | 0.985 | 1.000 | 1.000 | -0.039 | -0.066 | -0.078 | -0.209 | -0.225 | -0.203 | -0.211 | -0.061 | 0.248 | 0.982 | 0.155 |
| SPCIES_CD | -0.089 | -0.080 | 0.985 | 1.000 | 1.000 | -0.039 | -0.065 | -0.078 | -0.208 | -0.225 | -0.204 | -0.211 | -0.061 | 0.248 | 0.982 | 0.155 |
| GRAD_CD | 0.131 | 0.146 | -0.039 | -0.039 | -0.039 | 1.000 | -0.078 | 0.352 | 0.066 | 0.139 | 0.156 | 0.154 | -0.010 | 0.270 | 0.258 | 1.000 |
| DELNGBUNDLE_QY | -0.016 | -0.043 | -0.070 | -0.066 | -0.065 | -0.078 | 1.000 | -0.567 | 0.135 | -0.153 | -0.150 | -0.154 | -0.003 | 0.136 | 0.161 | 0.099 |
| STNDRD_CD | 0.209 | 0.239 | -0.067 | -0.078 | -0.078 | 0.352 | -0.567 | 1.000 | -0.077 | 0.420 | 0.418 | 0.425 | -0.019 | 0.143 | 0.272 | 0.151 |
| DELNG_QY | 0.050 | 0.036 | -0.196 | -0.209 | -0.208 | 0.066 | 0.135 | -0.077 | 1.000 | -0.349 | -0.293 | -0.320 | 0.424 | 0.000 | 0.000 | 0.000 |
| MUMM_AMT | 0.122 | 0.185 | -0.216 | -0.225 | -0.225 | 0.139 | -0.153 | 0.420 | -0.349 | 1.000 | 0.925 | 0.959 | -0.108 | 0.100 | 0.163 | 0.082 |
| MXMM_AMT | 0.060 | 0.113 | -0.195 | -0.203 | -0.204 | 0.156 | -0.150 | 0.418 | -0.293 | 0.925 | 1.000 | 0.992 | 0.066 | 0.039 | 0.088 | 0.000 |
| AVRG_AMT | 0.081 | 0.138 | -0.203 | -0.211 | -0.211 | 0.154 | -0.154 | 0.425 | -0.320 | 0.959 | 0.992 | 1.000 | 0.005 | 0.084 | 0.151 | 0.079 |
| AUC_CO | -0.162 | -0.200 | -0.050 | -0.061 | -0.061 | -0.010 | -0.003 | -0.019 | 0.424 | -0.108 | 0.066 | 0.005 | 1.000 | 0.035 | 0.050 | 0.046 |
| NACF_DISTB_CNTER | 0.499 | 0.971 | 0.175 | 0.248 | 0.248 | 0.270 | 0.136 | 0.143 | 0.000 | 0.100 | 0.039 | 0.084 | 0.035 | 1.000 | 0.323 | 0.291 |
| CATGORY_NM | 0.197 | 0.315 | 0.999 | 0.982 | 0.982 | 0.258 | 0.161 | 0.272 | 0.000 | 0.163 | 0.088 | 0.151 | 0.050 | 0.323 | 1.000 | 0.229 |
| GRAD | 0.263 | 0.288 | 0.128 | 0.155 | 0.155 | 1.000 | 0.099 | 0.151 | 0.000 | 0.082 | 0.000 | 0.079 | 0.046 | 0.291 | 0.229 | 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.
| AUCNG_DE | NACF_DISTB_CNTER | NACF_DISTB_CNTER_CD | CATGORY_NM | CATGORY_CD | PRDLST_CD | SPCIES_NM | SPCIES_CD | GRAD | GRAD_CD | DELNGBUNDLE_QY | STNDRD | PRDLST_NM | STNDRD_CD | DELNG_QY | MUMM_AMT | MXMM_AMT | AVRG_AMT | AUC_CO | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 19898 | 20130222 | 양재 유통센터 | 99000101 | 엽경채류 | 10 | 1012 | 기타 | 101299 | 특(1등) | 11 | 4.0 | kg 상자 | 쑥갓 | 120100 | 2 | 14000 | 14000 | 14000 | 1 |
| 71107 | 20130125 | 양재 유통센터 | 99000101 | 양채류 | 13 | 1302 | 피망(단고추)(일반) | 130201 | 상(2등) | 12 | 10.0 | kg 상자 | 피망(단고추) | 120100 | 13 | 60000 | 85000 | 72500 | 2 |
| 60973 | 20130706 | 양재 유통센터 | 99000101 | 산채류 | 14 | 1499 | 기타 | 149900 | 없음 | 10 | 100.0 | g PP대 | 기타 | 110400 | 3 | 4032 | 4032 | 4032 | 1 |
| 53965 | 20141103 | 청주 유통센터 | 99000301 | 버섯류 | 17 | 1799 | 기타 | 179900 | 보통(3등) | 13 | 2.0 | kg 상자 | 기타 | 120100 | 100 | 1000 | 1000 | 1000 | 1 |
| 32209 | 20130418 | 양재 유통센터 | 99000101 | 서류 | 5 | 502 | 기타 | 50299 | 없음 | 10 | 2.0 | kg 상자 | 고구마 | 120100 | 620 | 5940 | 8500 | 7220 | 2 |
| 47418 | 20130614 | 양재 유통센터 | 99000101 | 엽경채류 | 10 | 1012 | 쑥갓(일반) | 101201 | 없음 | 10 | 2.0 | kg 상자 | 쑥갓 | 120100 | 30 | 3500 | 3500 | 3500 | 1 |
| 53271 | 20141017 | 대전 유통센터 | 99000801 | 버섯류 | 17 | 1711 | 새송이(일반) | 171101 | 5등 | 15 | 2.0 | kg 비닐봉지 | 새송이 | 120800 | 10 | 2000 | 2000 | 2000 | 1 |
| 73010 | 20161209 | 안성 물류센터 | 99001501 | 과실류 | 6 | 601 | 기타 | 60199 | 특 | 11 | 15.0 | kg 상자 55내 | 사과 | 120155 | 36 | 48000 | 48000 | 48000 | 1 |
| 21015 | 20130219 | 청주 유통센터 | 99000301 | 엽경채류 | 10 | 1017 | 숙주나물(일반) | 101701 | 없음 | 10 | 4.0 | kg | 숙주나물 | 120000 | 34 | 4000 | 4000 | 4000 | 1 |
| 31046 | 20130417 | 양재 유통센터 | 99000101 | 엽경채류 | 10 | 1002 | 얼갈이배추 | 100201 | 없음 | 10 | 400.0 | g 비닐봉지 | 얼갈이배추 | 110800 | 237 | 1000 | 1000 | 1000 | 2 |
| AUCNG_DE | NACF_DISTB_CNTER | NACF_DISTB_CNTER_CD | CATGORY_NM | CATGORY_CD | PRDLST_CD | SPCIES_NM | SPCIES_CD | GRAD | GRAD_CD | DELNGBUNDLE_QY | STNDRD | PRDLST_NM | STNDRD_CD | DELNG_QY | MUMM_AMT | MXMM_AMT | AVRG_AMT | AUC_CO | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 26749 | 20130318 | 양재 유통센터 | 99000101 | 과채류 | 9 | 901 | 가시오이 | 90103 | 특(1등) | 11 | 1.0 | kg 비닐봉지 | 오이 | 120800 | 80 | 2500 | 2500 | 2500 | 1 |
| 59912 | 20130715 | 양재 유통센터 | 99000101 | 수실류 | 7 | 701 | 생율 | 70120 | 없음 | 10 | 5.0 | kg 비닐봉지 | 밤 | 120800 | 3 | 95000 | 95000 | 95000 | 2 |
| 65480 | 20130528 | 양재 유통센터 | 99000101 | 엽경채류 | 10 | 1001 | 기타 | 100199 | 없음 | 10 | 10.0 | kg | 배추 | 120000 | 2 | 15000 | 15000 | 15000 | 1 |
| 58901 | 20160824 | 안성 물류센터 | 99001501 | 과일과채류 | 8 | 802 | 금싸라기 | 80201 | 특 | 11 | 10.0 | kg 상자 50내 | 참외 | 120125 | 16 | 18000 | 18000 | 18000 | 1 |
| 16584 | 20130206 | 양재 유통센터 | 99000101 | 엽경채류 | 10 | 1008 | 섬초 | 100802 | 없음 | 10 | 4.0 | kg 상자 | 시금치 | 120100 | 160 | 16000 | 16000 | 16000 | 1 |
| 54011 | 20140516 | 목포 유통센터 | 99001001 | 농림가공 | 91 | 9110 | 기타 | 911099 | 없음 | 10 | 300.0 | g | 기타식품 | 110000 | 12 | 4500 | 4500 | 4500 | 1 |
| 73474 | 20160717 | 안성 물류센터 | 99001501 | 산채류 | 14 | 1408 | 기타 | 140899 | 없음 | 10 | 3.0 | kg 상자 | 마 | 120100 | 1 | 6678 | 6678 | 6678 | 1 |
| 54194 | 20141106 | 청주 유통센터 | 99000301 | 엽경채류 | 10 | 1017 | 숙주나물(일반) | 101701 | 없음 | 10 | 4.0 | kg | 숙주나물 | 120000 | 7 | 4000 | 4000 | 4000 | 1 |
| 37253 | 20161008 | 안성 물류센터 | 99001501 | 조미채소류 | 12 | 1209 | 깐마늘 | 120906 | 없음 | 10 | 20.0 | kg 비닐봉지 | 마늘 | 120800 | 10 | 145000 | 145000 | 145000 | 1 |
| 32888 | 20130426 | 양재 유통센터 | 99000101 | 과일과채류 | 8 | 806 | 방울토마토 | 80601 | 없음 | 10 | 5.0 | kg 대 | 방울토마토 | 120082 | 741 | 17500 | 24750 | 20385 | 4 |