Dataset statistics
Number of variables | 6 |
---|---|
Number of observations | 145 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 7.8 KiB |
Average record size in memory | 54.9 B |
Variable types
Numeric | 6 |
---|
Dataset
Description | 농작물 영농과정 정보 및 농업경영회계 통계정보 제공 |
---|---|
Author | 농림수산식품교육문화정보원 |
URL | https://data.mafra.go.kr/opendata/data/indexOpenDataDetail.do?data_id=20220210000000001812 |
YM is highly overall correlated with IMPORT_TOT_AMT and 1 other fields | High correlation |
IMPORT_TOT_AMT is highly overall correlated with YM and 3 other fields | High correlation |
IMPORT_AVRG_AMT is highly overall correlated with IMPORT_TOT_AMT | High correlation |
EXPNDTR_TOT_AMT is highly overall correlated with IMPORT_TOT_AMT and 1 other fields | High correlation |
EXPNDTR_AVRG_AMT is highly overall correlated with EXPNDTR_TOT_AMT | High correlation |
YY is highly overall correlated with YM and 1 other fields | High correlation |
YM has unique values | Unique |
IMPORT_TOT_AMT has 14 (9.7%) zeros | Zeros |
IMPORT_AVRG_AMT has 14 (9.7%) zeros | Zeros |
EXPNDTR_TOT_AMT has 14 (9.7%) zeros | Zeros |
EXPNDTR_AVRG_AMT has 14 (9.7%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-11 03:46:21.663258 |
---|---|
Analysis finished | 2023-12-11 03:46:26.638732 |
Duration | 4.98 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
YM
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 145 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 200986.64 |
Minimum | 199803 |
---|---|
Maximum | 201611 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.4 KiB |
Quantile statistics
Minimum | 199803 |
---|---|
5-th percentile | 200029.8 |
Q1 | 200711 |
median | 201011 |
Q3 | 201311 |
95-th percentile | 201603.8 |
Maximum | 201611 |
Range | 1808 |
Interquartile range (IQR) | 600 |
Descriptive statistics
Standard deviation | 451.54281 |
---|---|
Coefficient of variation (CV) | 0.002246631 |
Kurtosis | -0.07387738 |
Mean | 200986.64 |
Median Absolute Deviation (MAD) | 300 |
Skewness | -0.71374987 |
Sum | 29143063 |
Variance | 203890.91 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
201403 | 1 | 0.7% |
199908 | 1 | 0.7% |
200503 | 1 | 0.7% |
200412 | 1 | 0.7% |
200408 | 1 | 0.7% |
200407 | 1 | 0.7% |
200404 | 1 | 0.7% |
200312 | 1 | 0.7% |
200308 | 1 | 0.7% |
200212 | 1 | 0.7% |
Other values (135) | 135 |
Value | Count | Frequency (%) |
199803 | 1 | |
199808 | 1 | |
199904 | 1 | |
199908 | 1 | |
200002 | 1 | |
200005 | 1 | |
200011 | 1 | |
200012 | 1 | |
200101 | 1 | |
200107 | 1 |
Value | Count | Frequency (%) |
201611 | 1 | |
201610 | 1 | |
201609 | 1 | |
201608 | 1 | |
201607 | 1 | |
201606 | 1 | |
201605 | 1 | |
201604 | 1 | |
201603 | 1 | |
201602 | 1 |
IMPORT_TOT_AMT
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 129 |
---|---|
Distinct (%) | 89.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.2222724 × 1010 |
Minimum | 0 |
---|---|
Maximum | 1.1230385 × 1012 |
Zeros | 14 |
Zeros (%) | 9.7% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.4 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 40000000 |
median | 7.0507592 × 108 |
Q3 | 4.0297211 × 109 |
95-th percentile | 2.2026864 × 1010 |
Maximum | 1.1230385 × 1012 |
Range | 1.1230385 × 1012 |
Interquartile range (IQR) | 3.9897211 × 109 |
Descriptive statistics
Standard deviation | 9.3531115 × 1010 |
---|---|
Coefficient of variation (CV) | 7.6522316 |
Kurtosis | 140.98047 |
Mean | 1.2222724 × 1010 |
Median Absolute Deviation (MAD) | 7.0507592 × 108 |
Skewness | 11.800918 |
Sum | 1.772295 × 1012 |
Variance | 8.7480696 × 1021 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 14 | 9.7% |
2500000 | 2 | 1.4% |
4000000 | 2 | 1.4% |
90000000 | 2 | 1.4% |
163898000 | 1 | 0.7% |
195198400 | 1 | 0.7% |
1132133 | 1 | 0.7% |
184068200 | 1 | 0.7% |
30000000 | 1 | 0.7% |
16380000 | 1 | 0.7% |
Other values (119) | 119 |
Value | Count | Frequency (%) |
0 | 14 | |
1132133 | 1 | 0.7% |
1200000 | 1 | 0.7% |
1500000 | 1 | 0.7% |
2000000 | 1 | 0.7% |
2479881 | 1 | 0.7% |
2500000 | 2 | 1.4% |
2800000 | 1 | 0.7% |
4000000 | 2 | 1.4% |
4281328 | 1 | 0.7% |
Value | Count | Frequency (%) |
1123038452854 | 1 | |
98128911669 | 1 | |
58334384128 | 1 | |
35552239895 | 1 | |
34520313352 | 1 | |
25767044212 | 1 | |
22511263794 | 1 | |
22061482721 | 1 | |
21888387944 | 1 | |
17230440497 | 1 |
IMPORT_AVRG_AMT
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 130 |
---|---|
Distinct (%) | 89.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 28422028 |
Minimum | 0 |
---|---|
Maximum | 9.1378231 × 108 |
Zeros | 14 |
Zeros (%) | 9.7% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.4 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 2566500 |
median | 6078758.3 |
Q3 | 16241140 |
95-th percentile | 1.626184 × 108 |
Maximum | 9.1378231 × 108 |
Range | 9.1378231 × 108 |
Interquartile range (IQR) | 13674640 |
Descriptive statistics
Standard deviation | 89146552 |
---|---|
Coefficient of variation (CV) | 3.1365303 |
Kurtosis | 68.800681 |
Mean | 28422028 |
Median Absolute Deviation (MAD) | 4078758.3 |
Skewness | 7.4668283 |
Sum | 4.1211941 × 109 |
Variance | 7.9471078 × 1015 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 14 | 9.7% |
2500000.0 | 2 | 1.4% |
2000000.0 | 2 | 1.4% |
10000000.0 | 1 | 0.7% |
2800000.0 | 1 | 0.7% |
50000000.0 | 1 | 0.7% |
195198400.0 | 1 | 0.7% |
1132133.0 | 1 | 0.7% |
184068200.0 | 1 | 0.7% |
163898000.0 | 1 | 0.7% |
Other values (120) | 120 |
Value | Count | Frequency (%) |
0.0 | 14 | |
150000.0 | 1 | 0.7% |
333333.333333 | 1 | 0.7% |
407692.307692 | 1 | 0.7% |
428132.8 | 1 | 0.7% |
1132133.0 | 1 | 0.7% |
1493169.230769 | 1 | 0.7% |
1500000.0 | 1 | 0.7% |
1608681.0 | 1 | 0.7% |
1934101.255391 | 1 | 0.7% |
Value | Count | Frequency (%) |
913782305.007323 | 1 | |
280300800.0 | 1 | |
267880000.0 | 1 | |
251779000.0 | 1 | |
195198400.0 | 1 | |
184068200.0 | 1 | |
177027027.027027 | 1 | |
163898000.0 | 1 | |
157500000.0 | 1 | |
136898435.5 | 1 |
EXPNDTR_TOT_AMT
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 131 |
---|---|
Distinct (%) | 90.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.1383924 × 1015 |
Minimum | 0 |
---|---|
Maximum | 3.0006667 × 1017 |
Zeros | 14 |
Zeros (%) | 9.7% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.4 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 30404806 |
median | 1.597854 × 108 |
Q3 | 2.0593358 × 109 |
95-th percentile | 6.528147 × 109 |
Maximum | 3.0006667 × 1017 |
Range | 3.0006667 × 1017 |
Interquartile range (IQR) | 2.028931 × 109 |
Descriptive statistics
Standard deviation | 2.492725 × 1016 |
---|---|
Coefficient of variation (CV) | 11.657005 |
Kurtosis | 144.67161 |
Mean | 2.1383924 × 1015 |
Median Absolute Deviation (MAD) | 1.582854 × 108 |
Skewness | 12.021719 |
Sum | 3.1006689 × 1017 |
Variance | 6.2136778 × 1032 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 14 | 9.7% |
17000000 | 2 | 1.4% |
388376815 | 1 | 0.7% |
252390320 | 1 | 0.7% |
8483600 | 1 | 0.7% |
161504109 | 1 | 0.7% |
236300800 | 1 | 0.7% |
25000000 | 1 | 0.7% |
164712000 | 1 | 0.7% |
5000 | 1 | 0.7% |
Other values (121) | 121 |
Value | Count | Frequency (%) |
0 | 14 | |
5000 | 1 | 0.7% |
15000 | 1 | 0.7% |
72000 | 1 | 0.7% |
211394 | 1 | 0.7% |
500000 | 1 | 0.7% |
1300000 | 1 | 0.7% |
1500000 | 1 | 0.7% |
2426400 | 1 | 0.7% |
7950000 | 1 | 0.7% |
Value | Count | Frequency (%) |
300066666808508660 | 1 | |
10000000037651380 | 1 | |
36017311911 | 1 | |
23501390415 | 1 | |
13245452211 | 1 | |
7883782360 | 1 | |
7839373279 | 1 | |
6618830685 | 1 | |
6165412132 | 1 | |
5962441447 | 1 |
EXPNDTR_AVRG_AMT
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 131 |
---|---|
Distinct (%) | 90.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.29062 × 1012 |
Minimum | 0 |
---|---|
Maximum | 1.7455885 × 1014 |
Zeros | 14 |
Zeros (%) | 9.7% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.4 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 104680.51 |
median | 4672091.4 |
Q3 | 10855029 |
95-th percentile | 1.312701 × 108 |
Maximum | 1.7455885 × 1014 |
Range | 1.7455885 × 1014 |
Interquartile range (IQR) | 10750348 |
Descriptive statistics
Standard deviation | 1.4526673 × 1013 |
---|---|
Coefficient of variation (CV) | 11.255577 |
Kurtosis | 143.47545 |
Mean | 1.29062 × 1012 |
Median Absolute Deviation (MAD) | 4625565.3 |
Skewness | 11.951495 |
Sum | 1.871399 × 1014 |
Variance | 2.1102422 × 1026 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 14 | 9.7% |
17000000.0 | 2 | 1.4% |
1631835.357142 | 1 | 0.7% |
126195160.0 | 1 | 0.7% |
8483600.0 | 1 | 0.7% |
80752054.5 | 1 | 0.7% |
236300800.0 | 1 | 0.7% |
12500000.0 | 1 | 0.7% |
164712000.0 | 1 | 0.7% |
5000.0 | 1 | 0.7% |
Other values (121) | 121 |
Value | Count | Frequency (%) |
0.0 | 14 | |
5000.0 | 1 | 0.7% |
7500.0 | 1 | 0.7% |
13413.841807 | 1 | 0.7% |
13747.145061 | 1 | 0.7% |
15878.267716 | 1 | 0.7% |
22662.686719 | 1 | 0.7% |
24285.13883 | 1 | 0.7% |
24639.717868 | 1 | 0.7% |
32717.874898 | 1 | 0.7% |
Value | Count | Frequency (%) |
174558852128277.28 | 1 | |
12578616399561.484 | 1 | |
240000000.0 | 1 | |
236300800.0 | 1 | |
221838000.0 | 1 | |
164712000.0 | 1 | |
151701050.0 | 1 | |
132538829.666666 | 1 | |
126195160.0 | 1 | |
123643080.0 | 1 |
YY
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 19 |
---|---|
Distinct (%) | 13.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2009.8 |
Minimum | 1998 |
---|---|
Maximum | 2016 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.4 KiB |
Quantile statistics
Minimum | 1998 |
---|---|
5-th percentile | 2000.2 |
Q1 | 2007 |
median | 2010 |
Q3 | 2013 |
95-th percentile | 2016 |
Maximum | 2016 |
Range | 18 |
Interquartile range (IQR) | 6 |
Descriptive statistics
Standard deviation | 4.5178658 |
---|---|
Coefficient of variation (CV) | 0.0022479181 |
Kurtosis | -0.078261169 |
Mean | 2009.8 |
Median Absolute Deviation (MAD) | 3 |
Skewness | -0.71277456 |
Sum | 291421 |
Variance | 20.411111 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2014 | 12 | |
2012 | 12 | |
2011 | 12 | |
2010 | 12 | |
2009 | 12 | |
2008 | 12 | |
2013 | 12 | |
2015 | 12 | |
2016 | 11 | 7.6% |
2007 | 9 | 6.2% |
Other values (9) | 29 |
Value | Count | Frequency (%) |
1998 | 2 | 1.4% |
1999 | 2 | 1.4% |
2000 | 4 | |
2001 | 3 | 2.1% |
2002 | 2 | 1.4% |
2003 | 2 | 1.4% |
2004 | 4 | |
2005 | 5 | |
2006 | 5 | |
2007 | 9 |
Value | Count | Frequency (%) |
2016 | 11 | |
2015 | 12 | |
2014 | 12 | |
2013 | 12 | |
2012 | 12 | |
2011 | 12 | |
2010 | 12 | |
2009 | 12 | |
2008 | 12 | |
2007 | 9 |
YM | IMPORT_TOT_AMT | IMPORT_AVRG_AMT | EXPNDTR_TOT_AMT | EXPNDTR_AVRG_AMT | YY | |
---|---|---|---|---|---|---|
YM | 1.000 | 0.000 | 0.615 | 0.000 | 0.000 | 1.000 |
IMPORT_TOT_AMT | 0.000 | 1.000 | 1.000 | 0.000 | 0.000 | 0.000 |
IMPORT_AVRG_AMT | 0.615 | 1.000 | 1.000 | 0.000 | 0.000 | 0.612 |
EXPNDTR_TOT_AMT | 0.000 | 0.000 | 0.000 | 1.000 | 0.697 | 0.000 |
EXPNDTR_AVRG_AMT | 0.000 | 0.000 | 0.000 | 0.697 | 1.000 | 0.000 |
YY | 1.000 | 0.000 | 0.612 | 0.000 | 0.000 | 1.000 |
YM | IMPORT_TOT_AMT | IMPORT_AVRG_AMT | EXPNDTR_TOT_AMT | EXPNDTR_AVRG_AMT | YY | |
---|---|---|---|---|---|---|
YM | 1.000 | 0.802 | 0.075 | 0.448 | -0.155 | 0.997 |
IMPORT_TOT_AMT | 0.802 | 1.000 | 0.522 | 0.629 | 0.034 | 0.796 |
IMPORT_AVRG_AMT | 0.075 | 0.522 | 1.000 | 0.281 | 0.213 | 0.060 |
EXPNDTR_TOT_AMT | 0.448 | 0.629 | 0.281 | 1.000 | 0.644 | 0.449 |
EXPNDTR_AVRG_AMT | -0.155 | 0.034 | 0.213 | 0.644 | 1.000 | -0.161 |
YY | 0.997 | 0.796 | 0.060 | 0.449 | -0.161 | 1.000 |
YM | IMPORT_TOT_AMT | IMPORT_AVRG_AMT | EXPNDTR_TOT_AMT | EXPNDTR_AVRG_AMT | YY | |
---|---|---|---|---|---|---|
0 | 201403 | 1690753145 | 7104004.810924 | 388376815 | 1631835.357142 | 2014 |
1 | 201402 | 705075915 | 2611392.277776 | 606016092 | 2244504.044444 | 2014 |
2 | 201401 | 3625213221 | 8973300.05198 | 2424565138 | 6001398.856435 | 2014 |
3 | 201312 | 4732712905 | 12421818.648293 | 3953635241 | 10376995.383201 | 2013 |
4 | 201311 | 10714316844 | 21514692.457831 | 2532324271 | 5084988.495983 | 2013 |
5 | 201310 | 2431423182 | 6078557.955 | 2559083644 | 6397709.11 | 2013 |
6 | 201309 | 2849141036 | 6898646.576271 | 2610807748 | 6321568.397093 | 2013 |
7 | 201308 | 10059025863 | 17283549.592783 | 5528388066 | 9498948.567009 | 2013 |
8 | 201307 | 2858109258 | 4979284.421602 | 2059335822 | 3587693.069685 | 2013 |
9 | 201306 | 3875577300 | 7046504.181818 | 3249914167 | 5908934.84909 | 2013 |
YM | IMPORT_TOT_AMT | IMPORT_AVRG_AMT | EXPNDTR_TOT_AMT | EXPNDTR_AVRG_AMT | YY | |
---|---|---|---|---|---|---|
135 | 201602 | 1703943206 | 1934101.255391 | 19965827 | 22662.686719 | 2016 |
136 | 201603 | 34520313352 | 27418835.069102 | 128206640 | 101832.12073 | 2016 |
137 | 201604 | 1123038452854 | 913782305.007323 | 362311266 | 294801.681041 | 2016 |
138 | 201605 | 2609888408 | 2436870.595704 | 101278360 | 94564.295051 | 2016 |
139 | 201606 | 3008086263 | 2978303.230693 | 89695396 | 88807.322772 | 2016 |
140 | 201607 | 2687480042 | 2808234.108672 | 23580210 | 24639.717868 | 2016 |
141 | 201608 | 1619698153 | 2125588.127296 | 12099240 | 15878.267716 | 2016 |
142 | 201609 | 25767044212 | 15328402.267697 | 227778793 | 135501.958953 | 2016 |
143 | 201610 | 58334384128 | 37465885.759794 | 69130800 | 44400.0 | 2016 |
144 | 201611 | 15039296006 | 16241140.395248 | 636351015 | 687204.11987 | 2016 |