Dataset statistics
| Number of variables | 16 |
|---|---|
| Number of observations | 28 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 4.0 KiB |
| Average record size in memory | 147.6 B |
Variable types
| Text | 1 |
|---|---|
| Numeric | 14 |
| Categorical | 1 |
Dataset
| Description | 전북특별자치도 농기계 보유 현황시군별 동력 경운기 농용트랙터 소형 농용트랙터 중형 농용트랙터 대형 스피드스 프레이어 동력이앙기 보행형 동력이앙기 승용형 관리기 보행형 관리기 승용형 콤바인 3조 이하 콤바인 4조 콤바인 5조 이상 곡물건조기 농산물건조기 연도 |
|---|---|
| Author | 전북특별자치도 |
| URL | https://www.data.go.kr/data/15120227/fileData.do |
동력 경운기 is highly overall correlated with 농용트랙터 소형 and 10 other fields | High correlation |
농용트랙터 소형 is highly overall correlated with 동력 경운기 and 9 other fields | High correlation |
농용트랙터 중형 is highly overall correlated with 동력 경운기 and 10 other fields | High correlation |
농용트랙터 대형 is highly overall correlated with 동력 경운기 and 9 other fields | High correlation |
동력이앙기 보행형 is highly overall correlated with 동력 경운기 and 9 other fields | High correlation |
동력이앙기 승용형 is highly overall correlated with 동력 경운기 and 9 other fields | High correlation |
관리기 보행형 is highly overall correlated with 동력 경운기 and 2 other fields | High correlation |
관리기 승용형 is highly overall correlated with 동력 경운기 and 7 other fields | High correlation |
콤바인 3조 이하 is highly overall correlated with 동력 경운기 and 7 other fields | High correlation |
콤바인 4조 is highly overall correlated with 동력 경운기 and 9 other fields | High correlation |
콤바인 5조 이상 is highly overall correlated with 동력 경운기 and 8 other fields | High correlation |
곡물건조기 is highly overall correlated with 동력 경운기 and 9 other fields | High correlation |
동력 경운기 has unique values | Unique |
농용트랙터 중형 has unique values | Unique |
농용트랙터 대형 has unique values | Unique |
동력이앙기 보행형 has unique values | Unique |
동력이앙기 승용형 has unique values | Unique |
관리기 보행형 has unique values | Unique |
곡물건조기 has unique values | Unique |
농산물건조기 has unique values | Unique |
Reproduction
| Analysis started | 2024-03-14 11:38:33.179390 |
|---|---|
| Analysis finished | 2024-03-14 11:39:17.952334 |
| Duration | 44.77 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
시군별
Text
| Distinct | 14 |
|---|---|
| Distinct (%) | 50.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 352.0 B |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 84 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 전주시 |
|---|---|
| 2nd row | 군산시 |
| 3rd row | 익산시 |
| 4th row | 정읍시 |
| 5th row | 남원시 |
| Value | Count | Frequency (%) |
| 전주시 | 2 | 7.1% |
| 군산시 | 2 | 7.1% |
| 익산시 | 2 | 7.1% |
| 정읍시 | 2 | 7.1% |
| 남원시 | 2 | 7.1% |
| 김제시 | 2 | 7.1% |
| 완주군 | 2 | 7.1% |
| 진안군 | 2 | 7.1% |
| 무주군 | 2 | 7.1% |
| 장수군 | 2 | 7.1% |
| Other values (4) | 8 |
Most occurring characters
| Value | Count | Frequency (%) |
| 군 | 18 | |
| 시 | 12 | |
| 주 | 6 | 7.1% |
| 안 | 4 | 4.8% |
| 산 | 4 | 4.8% |
| 창 | 4 | 4.8% |
| 전 | 2 | 2.4% |
| 고 | 2 | 2.4% |
| 순 | 2 | 2.4% |
| 실 | 2 | 2.4% |
| Other values (14) | 28 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 84 |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 군 | 18 | |
| 시 | 12 | |
| 주 | 6 | 7.1% |
| 안 | 4 | 4.8% |
| 산 | 4 | 4.8% |
| 창 | 4 | 4.8% |
| 전 | 2 | 2.4% |
| 고 | 2 | 2.4% |
| 순 | 2 | 2.4% |
| 실 | 2 | 2.4% |
| Other values (14) | 28 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 84 |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 군 | 18 | |
| 시 | 12 | |
| 주 | 6 | 7.1% |
| 안 | 4 | 4.8% |
| 산 | 4 | 4.8% |
| 창 | 4 | 4.8% |
| 전 | 2 | 2.4% |
| 고 | 2 | 2.4% |
| 순 | 2 | 2.4% |
| 실 | 2 | 2.4% |
| Other values (14) | 28 |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 84 |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 군 | 18 | |
| 시 | 12 | |
| 주 | 6 | 7.1% |
| 안 | 4 | 4.8% |
| 산 | 4 | 4.8% |
| 창 | 4 | 4.8% |
| 전 | 2 | 2.4% |
| 고 | 2 | 2.4% |
| 순 | 2 | 2.4% |
| 실 | 2 | 2.4% |
| Other values (14) | 28 |
동력 경운기
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 28 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3839.4643 |
| Minimum | 1208 |
|---|---|
| Maximum | 6588 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 380.0 B |
Quantile statistics
| Minimum | 1208 |
|---|---|
| 5-th percentile | 1733.85 |
| Q1 | 2699.75 |
| median | 3725.5 |
| Q3 | 5185.75 |
| 95-th percentile | 6071.15 |
| Maximum | 6588 |
| Range | 5380 |
| Interquartile range (IQR) | 2486 |
Descriptive statistics
| Standard deviation | 1442.4814 |
|---|---|
| Coefficient of variation (CV) | 0.37569862 |
| Kurtosis | -0.86460342 |
| Mean | 3839.4643 |
| Median Absolute Deviation (MAD) | 1190.5 |
| Skewness | 0.12619786 |
| Sum | 107505 |
| Variance | 2080752.7 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) |
| 1208 | 1 | 3.6% |
| 2794 | 1 | 3.6% |
| 4408 | 1 | 3.6% |
| 6588 | 1 | 3.6% |
| 3481 | 1 | 3.6% |
| 3707 | 1 | 3.6% |
| 2738 | 1 | 3.6% |
| 2144 | 1 | 3.6% |
| 3253 | 1 | 3.6% |
| 4028 | 1 | 3.6% |
| Other values (18) | 18 |
| Value | Count | Frequency (%) |
| 1208 | 1 | |
| 1513 | 1 | |
| 2144 | 1 | |
| 2341 | 1 | |
| 2395 | 1 | |
| 2485 | 1 | |
| 2585 | 1 | |
| 2738 | 1 | |
| 2794 | 1 | |
| 2993 | 1 |
| Value | Count | Frequency (%) |
| 6588 | 1 | |
| 6103 | 1 | |
| 6012 | 1 | |
| 5440 | 1 | |
| 5358 | 1 | |
| 5300 | 1 | |
| 5257 | 1 | |
| 5162 | 1 | |
| 4710 | 1 | |
| 4408 | 1 |
농용트랙터 소형
Real number (ℝ)
HIGH CORRELATION
| Distinct | 27 |
|---|---|
| Distinct (%) | 96.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 424.92857 |
| Minimum | 136 |
|---|---|
| Maximum | 1053 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 380.0 B |
Quantile statistics
| Minimum | 136 |
|---|---|
| 5-th percentile | 171.05 |
| Q1 | 222 |
| median | 355.5 |
| Q3 | 552.25 |
| 95-th percentile | 882.1 |
| Maximum | 1053 |
| Range | 917 |
| Interquartile range (IQR) | 330.25 |
Descriptive statistics
| Standard deviation | 243.88976 |
|---|---|
| Coefficient of variation (CV) | 0.57395473 |
| Kurtosis | 0.33953328 |
| Mean | 424.92857 |
| Median Absolute Deviation (MAD) | 154.5 |
| Skewness | 0.95046577 |
| Sum | 11898 |
| Variance | 59482.217 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=27)
| Value | Count | Frequency (%) |
| 222 | 2 | 7.1% |
| 174 | 1 | 3.6% |
| 552 | 1 | 3.6% |
| 644 | 1 | 3.6% |
| 593 | 1 | 3.6% |
| 247 | 1 | 3.6% |
| 136 | 1 | 3.6% |
| 310 | 1 | 3.6% |
| 170 | 1 | 3.6% |
| 316 | 1 | 3.6% |
| Other values (17) | 17 |
| Value | Count | Frequency (%) |
| 136 | 1 | |
| 170 | 1 | |
| 173 | 1 | |
| 174 | 1 | |
| 193 | 1 | |
| 209 | 1 | |
| 222 | 2 | |
| 240 | 1 | |
| 247 | 1 | |
| 258 | 1 |
| Value | Count | Frequency (%) |
| 1053 | 1 | |
| 929 | 1 | |
| 795 | 1 | |
| 737 | 1 | |
| 644 | 1 | |
| 593 | 1 | |
| 553 | 1 | |
| 552 | 1 | |
| 523 | 1 | |
| 501 | 1 |
농용트랙터 중형
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 28 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1134.9643 |
| Minimum | 354 |
|---|---|
| Maximum | 2123 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 380.0 B |
Quantile statistics
| Minimum | 354 |
|---|---|
| 5-th percentile | 406.65 |
| Q1 | 731.75 |
| median | 1041.5 |
| Q3 | 1720 |
| 95-th percentile | 1939.1 |
| Maximum | 2123 |
| Range | 1769 |
| Interquartile range (IQR) | 988.25 |
Descriptive statistics
| Standard deviation | 526.93189 |
|---|---|
| Coefficient of variation (CV) | 0.46427178 |
| Kurtosis | -1.1425377 |
| Mean | 1134.9643 |
| Median Absolute Deviation (MAD) | 354 |
| Skewness | 0.33640845 |
| Sum | 31779 |
| Variance | 277657.22 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) |
| 358 | 1 | 3.6% |
| 1017 | 1 | 3.6% |
| 1348 | 1 | 3.6% |
| 1318 | 1 | 3.6% |
| 775 | 1 | 3.6% |
| 653 | 1 | 3.6% |
| 713 | 1 | 3.6% |
| 497 | 1 | 3.6% |
| 836 | 1 | 3.6% |
| 1066 | 1 | 3.6% |
| Other values (18) | 18 |
| Value | Count | Frequency (%) |
| 354 | 1 | |
| 358 | 1 | |
| 497 | 1 | |
| 579 | 1 | |
| 653 | 1 | |
| 662 | 1 | |
| 713 | 1 | |
| 738 | 1 | |
| 757 | 1 | |
| 765 | 1 |
| Value | Count | Frequency (%) |
| 2123 | 1 | |
| 1944 | 1 | |
| 1930 | 1 | |
| 1761 | 1 | |
| 1755 | 1 | |
| 1750 | 1 | |
| 1747 | 1 | |
| 1711 | 1 | |
| 1348 | 1 | |
| 1318 | 1 |
농용트랙터 대형
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 28 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 679.82143 |
| Minimum | 105 |
|---|---|
| Maximum | 1593 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 380.0 B |
Quantile statistics
| Minimum | 105 |
|---|---|
| 5-th percentile | 152.4 |
| Q1 | 304.5 |
| median | 510.5 |
| Q3 | 1080.25 |
| 95-th percentile | 1401.15 |
| Maximum | 1593 |
| Range | 1488 |
| Interquartile range (IQR) | 775.75 |
Descriptive statistics
| Standard deviation | 459.50167 |
|---|---|
| Coefficient of variation (CV) | 0.67591524 |
| Kurtosis | -1.1993511 |
| Mean | 679.82143 |
| Median Absolute Deviation (MAD) | 355.5 |
| Skewness | 0.46246904 |
| Sum | 19035 |
| Variance | 211141.78 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) |
| 179 | 1 | 3.6% |
| 866 | 1 | 3.6% |
| 867 | 1 | 3.6% |
| 914 | 1 | 3.6% |
| 349 | 1 | 3.6% |
| 318 | 1 | 3.6% |
| 253 | 1 | 3.6% |
| 105 | 1 | 3.6% |
| 303 | 1 | 3.6% |
| 281 | 1 | 3.6% |
| Other values (18) | 18 |
| Value | Count | Frequency (%) |
| 105 | 1 | |
| 151 | 1 | |
| 155 | 1 | |
| 179 | 1 | |
| 253 | 1 | |
| 281 | 1 | |
| 303 | 1 | |
| 305 | 1 | |
| 318 | 1 | |
| 321 | 1 |
| Value | Count | Frequency (%) |
| 1593 | 1 | |
| 1419 | 1 | |
| 1368 | 1 | |
| 1346 | 1 | |
| 1184 | 1 | |
| 1126 | 1 | |
| 1123 | 1 | |
| 1066 | 1 | |
| 945 | 1 | |
| 914 | 1 |
스피드스 프레이어
Real number (ℝ)
| Distinct | 26 |
|---|---|
| Distinct (%) | 92.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 206.57143 |
| Minimum | 41 |
|---|---|
| Maximum | 639 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 380.0 B |
Quantile statistics
| Minimum | 41 |
|---|---|
| 5-th percentile | 56 |
| Q1 | 100.75 |
| median | 162.5 |
| Q3 | 260.75 |
| 95-th percentile | 481.65 |
| Maximum | 639 |
| Range | 598 |
| Interquartile range (IQR) | 160 |
Descriptive statistics
| Standard deviation | 151.64931 |
|---|---|
| Coefficient of variation (CV) | 0.73412529 |
| Kurtosis | 1.2120138 |
| Mean | 206.57143 |
| Median Absolute Deviation (MAD) | 79.5 |
| Skewness | 1.2711542 |
| Sum | 5784 |
| Variance | 22997.513 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| 56 | 2 | 7.1% |
| 101 | 2 | 7.1% |
| 263 | 1 | 3.6% |
| 234 | 1 | 3.6% |
| 151 | 1 | 3.6% |
| 130 | 1 | 3.6% |
| 102 | 1 | 3.6% |
| 406 | 1 | 3.6% |
| 342 | 1 | 3.6% |
| 184 | 1 | 3.6% |
| Other values (16) | 16 |
| Value | Count | Frequency (%) |
| 41 | 1 | |
| 56 | 2 | |
| 63 | 1 | |
| 66 | 1 | |
| 79 | 1 | |
| 100 | 1 | |
| 101 | 2 | |
| 102 | 1 | |
| 130 | 1 | |
| 134 | 1 |
| Value | Count | Frequency (%) |
| 639 | 1 | |
| 510 | 1 | |
| 429 | 1 | |
| 406 | 1 | |
| 386 | 1 | |
| 342 | 1 | |
| 263 | 1 | |
| 260 | 1 | |
| 238 | 1 | |
| 234 | 1 |
동력이앙기 보행형
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 28 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 735.25 |
| Minimum | 132 |
|---|---|
| Maximum | 1921 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 380.0 B |
Quantile statistics
| Minimum | 132 |
|---|---|
| 5-th percentile | 265.5 |
| Q1 | 428 |
| median | 613 |
| Q3 | 1065.5 |
| 95-th percentile | 1689.8 |
| Maximum | 1921 |
| Range | 1789 |
| Interquartile range (IQR) | 637.5 |
Descriptive statistics
| Standard deviation | 456.89683 |
|---|---|
| Coefficient of variation (CV) | 0.62141697 |
| Kurtosis | 0.88471869 |
| Mean | 735.25 |
| Median Absolute Deviation (MAD) | 238 |
| Skewness | 1.1820325 |
| Sum | 20587 |
| Variance | 208754.71 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) |
| 132 | 1 | 3.6% |
| 1070 | 1 | 3.6% |
| 1071 | 1 | 3.6% |
| 1201 | 1 | 3.6% |
| 598 | 1 | 3.6% |
| 389 | 1 | 3.6% |
| 272 | 1 | 3.6% |
| 262 | 1 | 3.6% |
| 344 | 1 | 3.6% |
| 361 | 1 | 3.6% |
| Other values (18) | 18 |
| Value | Count | Frequency (%) |
| 132 | 1 | |
| 262 | 1 | |
| 272 | 1 | |
| 277 | 1 | |
| 344 | 1 | |
| 361 | 1 | |
| 389 | 1 | |
| 441 | 1 | |
| 470 | 1 | |
| 488 | 1 |
| Value | Count | Frequency (%) |
| 1921 | 1 | |
| 1757 | 1 | |
| 1565 | 1 | |
| 1201 | 1 | |
| 1141 | 1 | |
| 1071 | 1 | |
| 1070 | 1 | |
| 1064 | 1 | |
| 719 | 1 | |
| 713 | 1 |
동력이앙기 승용형
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 28 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 781.75 |
| Minimum | 131 |
|---|---|
| Maximum | 1673 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 380.0 B |
Quantile statistics
| Minimum | 131 |
|---|---|
| 5-th percentile | 203.5 |
| Q1 | 434 |
| median | 795 |
| Q3 | 976.5 |
| 95-th percentile | 1622.7 |
| Maximum | 1673 |
| Range | 1542 |
| Interquartile range (IQR) | 542.5 |
Descriptive statistics
| Standard deviation | 437.0895 |
|---|---|
| Coefficient of variation (CV) | 0.55911673 |
| Kurtosis | -0.32401397 |
| Mean | 781.75 |
| Median Absolute Deviation (MAD) | 265 |
| Skewness | 0.46660229 |
| Sum | 21889 |
| Variance | 191047.23 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) |
| 200 | 1 | 3.6% |
| 227 | 1 | 3.6% |
| 622 | 1 | 3.6% |
| 1051 | 1 | 3.6% |
| 771 | 1 | 3.6% |
| 898 | 1 | 3.6% |
| 819 | 1 | 3.6% |
| 389 | 1 | 3.6% |
| 643 | 1 | 3.6% |
| 730 | 1 | 3.6% |
| Other values (18) | 18 |
| Value | Count | Frequency (%) |
| 131 | 1 | |
| 200 | 1 | |
| 210 | 1 | |
| 227 | 1 | |
| 293 | 1 | |
| 307 | 1 | |
| 389 | 1 | |
| 449 | 1 | |
| 479 | 1 | |
| 622 | 1 |
| Value | Count | Frequency (%) |
| 1673 | 1 | |
| 1643 | 1 | |
| 1585 | 1 | |
| 1386 | 1 | |
| 1069 | 1 | |
| 1051 | 1 | |
| 1029 | 1 | |
| 959 | 1 | |
| 958 | 1 | |
| 954 | 1 |
관리기 보행형
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 28 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2165.6786 |
| Minimum | 973 |
|---|---|
| Maximum | 3758 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 380.0 B |
Quantile statistics
| Minimum | 973 |
|---|---|
| 5-th percentile | 1139.15 |
| Q1 | 1467.75 |
| median | 1891.5 |
| Q3 | 2791.75 |
| 95-th percentile | 3664.6 |
| Maximum | 3758 |
| Range | 2785 |
| Interquartile range (IQR) | 1324 |
Descriptive statistics
| Standard deviation | 859.23222 |
|---|---|
| Coefficient of variation (CV) | 0.39674965 |
| Kurtosis | -0.84739088 |
| Mean | 2165.6786 |
| Median Absolute Deviation (MAD) | 546 |
| Skewness | 0.59836465 |
| Sum | 60639 |
| Variance | 738280 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) |
| 973 | 1 | 3.6% |
| 1448 | 1 | 3.6% |
| 1473 | 1 | 3.6% |
| 2047 | 1 | 3.6% |
| 1249 | 1 | 3.6% |
| 1702 | 1 | 3.6% |
| 1910 | 1 | 3.6% |
| 1873 | 1 | 3.6% |
| 2388 | 1 | 3.6% |
| 3478 | 1 | 3.6% |
| Other values (18) | 18 |
| Value | Count | Frequency (%) |
| 973 | 1 | |
| 1080 | 1 | |
| 1249 | 1 | |
| 1260 | 1 | |
| 1296 | 1 | |
| 1448 | 1 | |
| 1452 | 1 | |
| 1473 | 1 | |
| 1593 | 1 | |
| 1612 | 1 |
| Value | Count | Frequency (%) |
| 3758 | 1 | |
| 3715 | 1 | |
| 3571 | 1 | |
| 3543 | 1 | |
| 3478 | 1 | |
| 2824 | 1 | |
| 2803 | 1 | |
| 2788 | 1 | |
| 2681 | 1 | |
| 2388 | 1 |
관리기 승용형
Real number (ℝ)
HIGH CORRELATION
| Distinct | 27 |
|---|---|
| Distinct (%) | 96.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 336.67857 |
| Minimum | 10 |
|---|---|
| Maximum | 1998 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 380.0 B |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 38.25 |
| Q1 | 150.75 |
| median | 245.5 |
| Q3 | 406.75 |
| 95-th percentile | 866.65 |
| Maximum | 1998 |
| Range | 1988 |
| Interquartile range (IQR) | 256 |
Descriptive statistics
| Standard deviation | 388.37277 |
|---|---|
| Coefficient of variation (CV) | 1.1535417 |
| Kurtosis | 12.76993 |
| Mean | 336.67857 |
| Median Absolute Deviation (MAD) | 123.5 |
| Skewness | 3.2671957 |
| Sum | 9427 |
| Variance | 150833.41 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=27)
| Value | Count | Frequency (%) |
| 48 | 2 | 7.1% |
| 147 | 1 | 3.6% |
| 462 | 1 | 3.6% |
| 292 | 1 | 3.6% |
| 515 | 1 | 3.6% |
| 155 | 1 | 3.6% |
| 10 | 1 | 3.6% |
| 239 | 1 | 3.6% |
| 217 | 1 | 3.6% |
| 1998 | 1 | 3.6% |
| Other values (17) | 17 |
| Value | Count | Frequency (%) |
| 10 | 1 | |
| 33 | 1 | |
| 48 | 2 | |
| 75 | 1 | |
| 126 | 1 | |
| 147 | 1 | |
| 152 | 1 | |
| 155 | 1 | |
| 164 | 1 | |
| 178 | 1 |
| Value | Count | Frequency (%) |
| 1998 | 1 | |
| 1056 | 1 | |
| 515 | 1 | |
| 470 | 1 | |
| 468 | 1 | |
| 462 | 1 | |
| 454 | 1 | |
| 391 | 1 | |
| 373 | 1 | |
| 323 | 1 |
콤바인 3조 이하
Real number (ℝ)
HIGH CORRELATION
| Distinct | 27 |
|---|---|
| Distinct (%) | 96.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 72.321429 |
| Minimum | 22 |
|---|---|
| Maximum | 156 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 380.0 B |
Quantile statistics
| Minimum | 22 |
|---|---|
| 5-th percentile | 27.35 |
| Q1 | 39.25 |
| median | 62.5 |
| Q3 | 105.75 |
| 95-th percentile | 135.7 |
| Maximum | 156 |
| Range | 134 |
| Interquartile range (IQR) | 66.5 |
Descriptive statistics
| Standard deviation | 39.134198 |
|---|---|
| Coefficient of variation (CV) | 0.54111484 |
| Kurtosis | -0.9683159 |
| Mean | 72.321429 |
| Median Absolute Deviation (MAD) | 29.5 |
| Skewness | 0.50180757 |
| Sum | 2025 |
| Variance | 1531.4854 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=27)
| Value | Count | Frequency (%) |
| 44 | 2 | 7.1% |
| 28 | 1 | 3.6% |
| 37 | 1 | 3.6% |
| 104 | 1 | 3.6% |
| 124 | 1 | 3.6% |
| 121 | 1 | 3.6% |
| 60 | 1 | 3.6% |
| 35 | 1 | 3.6% |
| 95 | 1 | 3.6% |
| 40 | 1 | 3.6% |
| Other values (17) | 17 |
| Value | Count | Frequency (%) |
| 22 | 1 | |
| 27 | 1 | |
| 28 | 1 | |
| 32 | 1 | |
| 34 | 1 | |
| 35 | 1 | |
| 37 | 1 | |
| 40 | 1 | |
| 41 | 1 | |
| 42 | 1 |
| Value | Count | Frequency (%) |
| 156 | 1 | |
| 142 | 1 | |
| 124 | 1 | |
| 121 | 1 | |
| 113 | 1 | |
| 112 | 1 | |
| 111 | 1 | |
| 104 | 1 | |
| 95 | 1 | |
| 94 | 1 |
콤바인 4조
Real number (ℝ)
HIGH CORRELATION
| Distinct | 27 |
|---|---|
| Distinct (%) | 96.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 360.5 |
| Minimum | 67 |
|---|---|
| Maximum | 862 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 380.0 B |
Quantile statistics
| Minimum | 67 |
|---|---|
| 5-th percentile | 84.25 |
| Q1 | 175.25 |
| median | 330 |
| Q3 | 538.75 |
| 95-th percentile | 725.9 |
| Maximum | 862 |
| Range | 795 |
| Interquartile range (IQR) | 363.5 |
Descriptive statistics
| Standard deviation | 225.30054 |
|---|---|
| Coefficient of variation (CV) | 0.62496682 |
| Kurtosis | -0.72229665 |
| Mean | 360.5 |
| Median Absolute Deviation (MAD) | 195.5 |
| Skewness | 0.52579591 |
| Sum | 10094 |
| Variance | 50760.333 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=27)
| Value | Count | Frequency (%) |
| 436 | 2 | 7.1% |
| 122 | 1 | 3.6% |
| 467 | 1 | 3.6% |
| 553 | 1 | 3.6% |
| 285 | 1 | 3.6% |
| 229 | 1 | 3.6% |
| 120 | 1 | 3.6% |
| 67 | 1 | 3.6% |
| 140 | 1 | 3.6% |
| 199 | 1 | 3.6% |
| Other values (17) | 17 |
| Value | Count | Frequency (%) |
| 67 | 1 | |
| 72 | 1 | |
| 107 | 1 | |
| 120 | 1 | |
| 122 | 1 | |
| 129 | 1 | |
| 140 | 1 | |
| 187 | 1 | |
| 199 | 1 | |
| 213 | 1 |
| Value | Count | Frequency (%) |
| 862 | 1 | |
| 756 | 1 | |
| 670 | 1 | |
| 662 | 1 | |
| 630 | 1 | |
| 553 | 1 | |
| 541 | 1 | |
| 538 | 1 | |
| 467 | 1 | |
| 436 | 2 |
콤바인 5조 이상
Real number (ℝ)
HIGH CORRELATION
| Distinct | 25 |
|---|---|
| Distinct (%) | 89.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 232.21429 |
| Minimum | 21 |
|---|---|
| Maximum | 707 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 380.0 B |
Quantile statistics
| Minimum | 21 |
|---|---|
| 5-th percentile | 23.75 |
| Q1 | 76 |
| median | 220.5 |
| Q3 | 374 |
| 95-th percentile | 492.2 |
| Maximum | 707 |
| Range | 686 |
| Interquartile range (IQR) | 298 |
Descriptive statistics
| Standard deviation | 179.54827 |
|---|---|
| Coefficient of variation (CV) | 0.7732008 |
| Kurtosis | 0.030711119 |
| Mean | 232.21429 |
| Median Absolute Deviation (MAD) | 153.5 |
| Skewness | 0.75047808 |
| Sum | 6502 |
| Variance | 32237.582 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 236 | 2 | 7.1% |
| 152 | 2 | 7.1% |
| 374 | 2 | 7.1% |
| 82 | 1 | 3.6% |
| 106 | 1 | 3.6% |
| 308 | 1 | 3.6% |
| 55 | 1 | 3.6% |
| 58 | 1 | 3.6% |
| 21 | 1 | 3.6% |
| 22 | 1 | 3.6% |
| Other values (15) | 15 |
| Value | Count | Frequency (%) |
| 21 | 1 | |
| 22 | 1 | |
| 27 | 1 | |
| 38 | 1 | |
| 55 | 1 | |
| 57 | 1 | |
| 58 | 1 | |
| 82 | 1 | |
| 100 | 1 | |
| 106 | 1 |
| Value | Count | Frequency (%) |
| 707 | 1 | |
| 502 | 1 | |
| 474 | 1 | |
| 436 | 1 | |
| 433 | 1 | |
| 417 | 1 | |
| 374 | 2 | |
| 309 | 1 | |
| 308 | 1 | |
| 259 | 1 |
곡물건조기
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 28 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 869.32143 |
| Minimum | 47 |
|---|---|
| Maximum | 2378 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 380.0 B |
Quantile statistics
| Minimum | 47 |
|---|---|
| 5-th percentile | 82.7 |
| Q1 | 258.5 |
| median | 662 |
| Q3 | 1409.25 |
| 95-th percentile | 2167.55 |
| Maximum | 2378 |
| Range | 2331 |
| Interquartile range (IQR) | 1150.75 |
Descriptive statistics
| Standard deviation | 725.88557 |
|---|---|
| Coefficient of variation (CV) | 0.8350025 |
| Kurtosis | -0.84114873 |
| Mean | 869.32143 |
| Median Absolute Deviation (MAD) | 493.5 |
| Skewness | 0.65334009 |
| Sum | 24341 |
| Variance | 526909.86 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) |
| 278 | 1 | 3.6% |
| 1588 | 1 | 3.6% |
| 1385 | 1 | 3.6% |
| 694 | 1 | 3.6% |
| 630 | 1 | 3.6% |
| 328 | 1 | 3.6% |
| 179 | 1 | 3.6% |
| 47 | 1 | 3.6% |
| 169 | 1 | 3.6% |
| 200 | 1 | 3.6% |
| Other values (18) | 18 |
| Value | Count | Frequency (%) |
| 47 | 1 | |
| 61 | 1 | |
| 123 | 1 | |
| 168 | 1 | |
| 169 | 1 | |
| 179 | 1 | |
| 200 | 1 | |
| 278 | 1 | |
| 283 | 1 | |
| 292 | 1 |
| Value | Count | Frequency (%) |
| 2378 | 1 | |
| 2247 | 1 | |
| 2020 | 1 | |
| 1908 | 1 | |
| 1588 | 1 | |
| 1574 | 1 | |
| 1482 | 1 | |
| 1385 | 1 | |
| 1384 | 1 | |
| 1303 | 1 |
농산물건조기
Real number (ℝ)
UNIQUE
| Distinct | 28 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1770.3571 |
| Minimum | 407 |
|---|---|
| Maximum | 2912 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 380.0 B |
Quantile statistics
| Minimum | 407 |
|---|---|
| 5-th percentile | 548.35 |
| Q1 | 1230 |
| median | 1831 |
| Q3 | 2441.25 |
| 95-th percentile | 2736.05 |
| Maximum | 2912 |
| Range | 2505 |
| Interquartile range (IQR) | 1211.25 |
Descriptive statistics
| Standard deviation | 721.35019 |
|---|---|
| Coefficient of variation (CV) | 0.40746026 |
| Kurtosis | -0.91981012 |
| Mean | 1770.3571 |
| Median Absolute Deviation (MAD) | 615.5 |
| Skewness | -0.19605765 |
| Sum | 49570 |
| Variance | 520346.09 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) |
| 471 | 1 | 3.6% |
| 1390 | 1 | 3.6% |
| 1194 | 1 | 3.6% |
| 1105 | 1 | 3.6% |
| 2156 | 1 | 3.6% |
| 2654 | 1 | 3.6% |
| 692 | 1 | 3.6% |
| 1242 | 1 | 3.6% |
| 2749 | 1 | 3.6% |
| 1835 | 1 | 3.6% |
| Other values (18) | 18 |
| Value | Count | Frequency (%) |
| 407 | 1 | |
| 471 | 1 | |
| 692 | 1 | |
| 885 | 1 | |
| 1105 | 1 | |
| 1145 | 1 | |
| 1194 | 1 | |
| 1242 | 1 | |
| 1330 | 1 | |
| 1390 | 1 |
| Value | Count | Frequency (%) |
| 2912 | 1 | |
| 2749 | 1 | |
| 2712 | 1 | |
| 2654 | 1 | |
| 2621 | 1 | |
| 2554 | 1 | |
| 2490 | 1 | |
| 2425 | 1 | |
| 2228 | 1 | |
| 2156 | 1 |
연도
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 7.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 352.0 B |
| 2016 | |
|---|---|
| 2013 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2016 |
|---|---|
| 2nd row | 2016 |
| 3rd row | 2016 |
| 4th row | 2016 |
| 5th row | 2016 |
Common Values
| Value | Count | Frequency (%) |
| 2016 | 14 | |
| 2013 | 14 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2016 | 14 | |
| 2013 | 14 |
| 시군별 | 동력 경운기 | 농용트랙터 소형 | 농용트랙터 중형 | 농용트랙터 대형 | 스피드스 프레이어 | 동력이앙기 보행형 | 동력이앙기 승용형 | 관리기 보행형 | 관리기 승용형 | 콤바인 3조 이하 | 콤바인 4조 | 콤바인 5조 이상 | 곡물건조기 | 농산물건조기 | 연도 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 시군별 | 1.000 | 0.816 | 0.647 | 0.927 | 0.746 | 0.835 | 0.000 | 0.580 | 0.761 | 0.673 | 0.550 | 0.743 | 0.715 | 0.901 | 0.894 | 0.000 |
| 동력 경운기 | 0.816 | 1.000 | 0.832 | 0.906 | 0.732 | 0.721 | 0.647 | 0.375 | 0.456 | 0.933 | 0.691 | 0.834 | 0.523 | 0.547 | 0.829 | 0.000 |
| 농용트랙터 소형 | 0.647 | 0.832 | 1.000 | 0.769 | 0.916 | 0.187 | 0.707 | 0.657 | 0.000 | 0.946 | 0.890 | 0.882 | 0.815 | 0.944 | 0.680 | 0.000 |
| 농용트랙터 중형 | 0.927 | 0.906 | 0.769 | 1.000 | 0.673 | 0.412 | 0.635 | 0.172 | 0.371 | 0.745 | 0.663 | 0.700 | 0.783 | 0.705 | 0.767 | 0.000 |
| 농용트랙터 대형 | 0.746 | 0.732 | 0.916 | 0.673 | 1.000 | 0.620 | 0.740 | 0.713 | 0.000 | 0.877 | 0.866 | 0.845 | 0.772 | 0.914 | 0.701 | 0.000 |
| 스피드스 프레이어 | 0.835 | 0.721 | 0.187 | 0.412 | 0.620 | 1.000 | 0.369 | 0.411 | 0.000 | 0.678 | 0.607 | 0.000 | 0.465 | 0.000 | 0.652 | 0.000 |
| 동력이앙기 보행형 | 0.000 | 0.647 | 0.707 | 0.635 | 0.740 | 0.369 | 1.000 | 0.323 | 0.344 | 0.471 | 0.633 | 0.741 | 0.596 | 0.567 | 0.503 | 0.586 |
| 동력이앙기 승용형 | 0.580 | 0.375 | 0.657 | 0.172 | 0.713 | 0.411 | 0.323 | 1.000 | 0.000 | 0.000 | 0.620 | 0.733 | 0.698 | 0.763 | 0.433 | 0.000 |
| 관리기 보행형 | 0.761 | 0.456 | 0.000 | 0.371 | 0.000 | 0.000 | 0.344 | 0.000 | 1.000 | 0.208 | 0.000 | 0.530 | 0.000 | 0.000 | 0.537 | 0.468 |
| 관리기 승용형 | 0.673 | 0.933 | 0.946 | 0.745 | 0.877 | 0.678 | 0.471 | 0.000 | 0.208 | 1.000 | 0.871 | 0.920 | 0.709 | 0.741 | 0.766 | 0.000 |
| 콤바인 3조 이하 | 0.550 | 0.691 | 0.890 | 0.663 | 0.866 | 0.607 | 0.633 | 0.620 | 0.000 | 0.871 | 1.000 | 0.886 | 0.568 | 0.916 | 0.366 | 0.000 |
| 콤바인 4조 | 0.743 | 0.834 | 0.882 | 0.700 | 0.845 | 0.000 | 0.741 | 0.733 | 0.530 | 0.920 | 0.886 | 1.000 | 0.747 | 0.928 | 0.843 | 0.269 |
| 콤바인 5조 이상 | 0.715 | 0.523 | 0.815 | 0.783 | 0.772 | 0.465 | 0.596 | 0.698 | 0.000 | 0.709 | 0.568 | 0.747 | 1.000 | 0.744 | 0.681 | 0.000 |
| 곡물건조기 | 0.901 | 0.547 | 0.944 | 0.705 | 0.914 | 0.000 | 0.567 | 0.763 | 0.000 | 0.741 | 0.916 | 0.928 | 0.744 | 1.000 | 0.386 | 0.000 |
| 농산물건조기 | 0.894 | 0.829 | 0.680 | 0.767 | 0.701 | 0.652 | 0.503 | 0.433 | 0.537 | 0.766 | 0.366 | 0.843 | 0.681 | 0.386 | 1.000 | 0.000 |
| 연도 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.586 | 0.000 | 0.468 | 0.000 | 0.000 | 0.269 | 0.000 | 0.000 | 0.000 | 1.000 |
| 동력 경운기 | 농용트랙터 소형 | 농용트랙터 중형 | 농용트랙터 대형 | 스피드스 프레이어 | 동력이앙기 보행형 | 동력이앙기 승용형 | 관리기 보행형 | 관리기 승용형 | 콤바인 3조 이하 | 콤바인 4조 | 콤바인 5조 이상 | 곡물건조기 | 농산물건조기 | 연도 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 동력 경운기 | 1.000 | 0.749 | 0.874 | 0.746 | -0.090 | 0.776 | 0.847 | 0.639 | 0.528 | 0.689 | 0.738 | 0.611 | 0.635 | 0.356 | 0.000 |
| 농용트랙터 소형 | 0.749 | 1.000 | 0.925 | 0.843 | -0.149 | 0.798 | 0.692 | 0.457 | 0.647 | 0.653 | 0.834 | 0.804 | 0.848 | 0.127 | 0.000 |
| 농용트랙터 중형 | 0.874 | 0.925 | 1.000 | 0.885 | -0.136 | 0.832 | 0.799 | 0.631 | 0.637 | 0.734 | 0.838 | 0.787 | 0.811 | 0.334 | 0.000 |
| 농용트랙터 대형 | 0.746 | 0.843 | 0.885 | 1.000 | -0.140 | 0.795 | 0.757 | 0.368 | 0.679 | 0.654 | 0.880 | 0.925 | 0.900 | 0.326 | 0.000 |
| 스피드스 프레이어 | -0.090 | -0.149 | -0.136 | -0.140 | 1.000 | -0.085 | 0.040 | 0.120 | -0.115 | -0.137 | -0.143 | -0.043 | -0.192 | -0.201 | 0.000 |
| 동력이앙기 보행형 | 0.776 | 0.798 | 0.832 | 0.795 | -0.085 | 1.000 | 0.558 | 0.408 | 0.581 | 0.581 | 0.819 | 0.693 | 0.755 | 0.171 | 0.478 |
| 동력이앙기 승용형 | 0.847 | 0.692 | 0.799 | 0.757 | 0.040 | 0.558 | 1.000 | 0.597 | 0.441 | 0.721 | 0.702 | 0.660 | 0.668 | 0.393 | 0.000 |
| 관리기 보행형 | 0.639 | 0.457 | 0.631 | 0.368 | 0.120 | 0.408 | 0.597 | 1.000 | 0.175 | 0.457 | 0.252 | 0.201 | 0.194 | 0.363 | 0.288 |
| 관리기 승용형 | 0.528 | 0.647 | 0.637 | 0.679 | -0.115 | 0.581 | 0.441 | 0.175 | 1.000 | 0.449 | 0.647 | 0.591 | 0.570 | 0.147 | 0.000 |
| 콤바인 3조 이하 | 0.689 | 0.653 | 0.734 | 0.654 | -0.137 | 0.581 | 0.721 | 0.457 | 0.449 | 1.000 | 0.611 | 0.487 | 0.532 | 0.242 | 0.000 |
| 콤바인 4조 | 0.738 | 0.834 | 0.838 | 0.880 | -0.143 | 0.819 | 0.702 | 0.252 | 0.647 | 0.611 | 1.000 | 0.881 | 0.934 | 0.195 | 0.133 |
| 콤바인 5조 이상 | 0.611 | 0.804 | 0.787 | 0.925 | -0.043 | 0.693 | 0.660 | 0.201 | 0.591 | 0.487 | 0.881 | 1.000 | 0.930 | 0.188 | 0.000 |
| 곡물건조기 | 0.635 | 0.848 | 0.811 | 0.900 | -0.192 | 0.755 | 0.668 | 0.194 | 0.570 | 0.532 | 0.934 | 0.930 | 1.000 | 0.233 | 0.000 |
| 농산물건조기 | 0.356 | 0.127 | 0.334 | 0.326 | -0.201 | 0.171 | 0.393 | 0.363 | 0.147 | 0.242 | 0.195 | 0.188 | 0.233 | 1.000 | 0.000 |
| 연도 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.478 | 0.000 | 0.288 | 0.000 | 0.000 | 0.133 | 0.000 | 0.000 | 0.000 | 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.
| 시군별 | 동력 경운기 | 농용트랙터 소형 | 농용트랙터 중형 | 농용트랙터 대형 | 스피드스 프레이어 | 동력이앙기 보행형 | 동력이앙기 승용형 | 관리기 보행형 | 관리기 승용형 | 콤바인 3조 이하 | 콤바인 4조 | 콤바인 5조 이상 | 곡물건조기 | 농산물건조기 | 연도 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 전주시 | 1208 | 174 | 358 | 179 | 263 | 132 | 200 | 973 | 147 | 28 | 122 | 82 | 278 | 471 | 2016 |
| 1 | 군산시 | 2485 | 467 | 959 | 1066 | 79 | 646 | 822 | 1296 | 462 | 42 | 436 | 374 | 1574 | 1647 | 2016 |
| 2 | 익산시 | 4272 | 737 | 1750 | 1346 | 140 | 622 | 1386 | 2788 | 323 | 113 | 538 | 502 | 1908 | 1827 | 2016 |
| 3 | 정읍시 | 5440 | 523 | 1755 | 1419 | 238 | 710 | 1673 | 2803 | 470 | 89 | 670 | 474 | 1482 | 2912 | 2016 |
| 4 | 남원시 | 5358 | 483 | 1711 | 742 | 260 | 1141 | 1069 | 3758 | 126 | 83 | 375 | 236 | 990 | 2490 | 2016 |
| 5 | 김제시 | 4710 | 1053 | 1930 | 1593 | 639 | 713 | 1585 | 2824 | 1056 | 142 | 630 | 707 | 2247 | 2712 | 2016 |
| 6 | 완주군 | 4080 | 395 | 1195 | 403 | 134 | 665 | 479 | 3715 | 178 | 32 | 187 | 113 | 292 | 1852 | 2016 |
| 7 | 진안군 | 2585 | 222 | 757 | 321 | 66 | 510 | 293 | 2217 | 283 | 65 | 107 | 38 | 168 | 2621 | 2016 |
| 8 | 무주군 | 2395 | 193 | 579 | 155 | 386 | 470 | 131 | 1452 | 454 | 34 | 72 | 27 | 61 | 1330 | 2016 |
| 9 | 장수군 | 2341 | 240 | 738 | 305 | 510 | 574 | 307 | 1757 | 75 | 44 | 129 | 57 | 123 | 885 | 2016 |
| 시군별 | 동력 경운기 | 농용트랙터 소형 | 농용트랙터 중형 | 농용트랙터 대형 | 스피드스 프레이어 | 동력이앙기 보행형 | 동력이앙기 승용형 | 관리기 보행형 | 관리기 승용형 | 콤바인 3조 이하 | 콤바인 4조 | 콤바인 5조 이상 | 곡물건조기 | 농산물건조기 | 연도 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 18 | 남원시 | 6103 | 553 | 1747 | 618 | 199 | 1064 | 1643 | 3543 | 373 | 94 | 436 | 152 | 899 | 1917 | 2013 |
| 19 | 김제시 | 6012 | 929 | 2123 | 1368 | 184 | 1921 | 1029 | 1811 | 1998 | 75 | 862 | 436 | 2378 | 2228 | 2013 |
| 20 | 완주군 | 4028 | 316 | 1066 | 281 | 101 | 361 | 730 | 3478 | 217 | 40 | 199 | 100 | 200 | 1835 | 2013 |
| 21 | 진안군 | 3253 | 222 | 836 | 303 | 56 | 344 | 643 | 2388 | 239 | 95 | 140 | 22 | 169 | 2749 | 2013 |
| 22 | 무주군 | 2144 | 170 | 497 | 105 | 342 | 262 | 389 | 1873 | 10 | 35 | 67 | 21 | 47 | 1242 | 2013 |
| 23 | 장수군 | 2738 | 310 | 713 | 253 | 406 | 272 | 819 | 1910 | 48 | 60 | 120 | 58 | 179 | 692 | 2013 |
| 24 | 임실군 | 3707 | 136 | 653 | 318 | 102 | 389 | 898 | 1702 | 48 | 44 | 229 | 55 | 328 | 2654 | 2013 |
| 25 | 순창군 | 3481 | 247 | 775 | 349 | 130 | 598 | 771 | 1249 | 155 | 121 | 285 | 152 | 630 | 2156 | 2013 |
| 26 | 고창군 | 6588 | 593 | 1318 | 914 | 151 | 1201 | 1051 | 2047 | 515 | 124 | 553 | 236 | 694 | 1105 | 2013 |
| 27 | 부안군 | 4408 | 644 | 1348 | 867 | 56 | 1071 | 622 | 1473 | 292 | 104 | 467 | 308 | 1385 | 1194 | 2013 |