MEDIDAS:

library(readxl)
Caso_Aguacate_xls<-read_excel("avocado.csv..xlsx")

ESTADISTICAS

summary(Caso_Aguacate_xls)

     INDICE      Date           (FECHA DE OBSERVACION)
 Min.   : 0.00   Min.   :2015-01-04 00:00:00.0        
 1st Qu.:10.00   1st Qu.:2015-10-25 00:00:00.0        
 Median :24.00   Median :2016-08-14 00:00:00.0        
 Mean   :24.23   Mean   :2016-08-13 23:30:43.5        
 3rd Qu.:38.00   3rd Qu.:2017-06-04 00:00:00.0        
 Max.   :52.00   Max.   :2018-03-25 00:00:00.0        
 AveragePrice       (PRECIO PROMEDIO)
 Min.   :0.440                       
 1st Qu.:1.100                       
 Median :1.370                       
 Mean   :1.406                       
 3rd Qu.:1.660                       
 Max.   :3.250                       
 Total Volume      (NUMERO TOTAL DE AGUACATES VENDIDOS)
 Min.   :      85                                      
 1st Qu.:   10839                                      
 Median :  107377                                      
 Mean   :  850644                                      
 3rd Qu.:  432962                                      
 Max.   :62505647                                      
 NUMERO TOTAL DE AGUACATE CON PLU 4046-PEQUEÑO VENDIDOS
 Min.   :       0                                      
 1st Qu.:     854                                      
 Median :    8645                                      
 Mean   :  293008                                      
 3rd Qu.:  111020                                      
 Max.   :22743616                                      
 NUMERO TOTAL DE AGUACATE CON PLU 4225-LARGO VENDIDOS
 Min.   :       0                                    
 1st Qu.:    3009                                    
 Median :   29061                                    
 Mean   :  295155                                    
 3rd Qu.:  150207                                    
 Max.   :20470573                                    
 NUMERO TOTAL DE AGUACATE CON PLU 4770-GRANDE VENDIDOS
 Min.   :      0                                      
 1st Qu.:      0                                      
 Median :    185                                      
 Mean   :  22840                                      
 3rd Qu.:   6243                                      
 Max.   :2546439                                      
 Total Bags  (BOLSAS TOTALES) Small Bags (BOLSAS PEQUEÑAS)
 Min.   :       0             Min.   :       0            
 1st Qu.:    5089             1st Qu.:    2849            
 Median :   39744             Median :   26363            
 Mean   :  239639             Mean   :  182195            
 3rd Qu.:  110783             3rd Qu.:   83338            
 Max.   :19373134             Max.   :13384587            
 Large Bags  (BOLSAS GRANDES) XLarge Bags (BOLSAS EXTRAGRANDES)
 Min.   :      0              Min.   :     0.0                 
 1st Qu.:    127              1st Qu.:     0.0                 
 Median :   2648              Median :     0.0                 
 Mean   :  54338              Mean   :  3106.4                 
 3rd Qu.:  22029              3rd Qu.:   132.5                 
 Max.   :5719097              Max.   :551693.7                 
 type (TIPO)          year (AÑO)   region (REGION)   
 Length:18249       Min.   :2015   Length:18249      
 Class :character   1st Qu.:2015   Class :character  
 Mode  :character   Median :2016   Mode  :character  
                    Mean   :2016                     
                    3rd Qu.:2017                     
                    Max.   :2018                     

library(funModeling)

Loading required package: Hmisc

Loading required package: lattice

Loading required package: survival

Loading required package: Formula

Loading required package: ggplot2

Attaching package: 'Hmisc'

The following objects are masked from 'package:base':

    format.pval, units

funModeling v.1.9.4 :)
Examples and tutorials at livebook.datascienceheroes.com
 / Now in Spanish: librovivodecienciadedatos.ai

profiling_num(Caso_Aguacate_xls)

                                                 variable         mean
1                                                  INDICE 2.423223e+01
2                    AveragePrice       (PRECIO PROMEDIO) 1.405978e+00
3  Total Volume      (NUMERO TOTAL DE AGUACATES VENDIDOS) 8.506440e+05
4  NUMERO TOTAL DE AGUACATE CON PLU 4046-PEQUEÑO VENDIDOS 2.930084e+05
5    NUMERO TOTAL DE AGUACATE CON PLU 4225-LARGO VENDIDOS 2.951546e+05
6   NUMERO TOTAL DE AGUACATE CON PLU 4770-GRANDE VENDIDOS 2.283974e+04
7                            Total Bags  (BOLSAS TOTALES) 2.396392e+05
8                            Small Bags (BOLSAS PEQUEÑAS) 1.821947e+05
9                            Large Bags  (BOLSAS GRANDES) 5.433809e+04
10                      XLarge Bags (BOLSAS EXTRAGRANDES) 3.106427e+03
11                                             year (AÑO) 2.016148e+03
        std_dev variation_coef    p_01    p_05    p_25      p_50      p_75
1  1.548104e+01   0.6388616953    0.00    2.00    10.0     24.00     38.00
2  4.026766e-01   0.2864030861    0.67    0.83     1.1      1.37      1.66
3  3.453545e+06   4.0599184724 1176.96 2371.80 10839.0 107377.00 432962.00
4  1.264989e+06   4.3172447212    0.00   20.00   854.0   8645.00 111020.00
5  1.204120e+06   4.0796264765   11.00  104.00  3009.0  29061.00 150207.00
6  1.074641e+05   4.7051355176    0.00    0.00     0.0    185.00   6243.00
7  9.862424e+05   4.1155302263  156.48  628.80  5089.0  39744.00 110783.00
8  7.461785e+05   4.0955009000    6.00  257.00  2849.0  26363.00  83338.00
9  2.439660e+05   4.4897780146    0.00    0.00   127.0   2648.00  22029.00
10 1.769289e+04   5.6955780576    0.00    0.00     0.0      0.00    132.50
11 9.399385e-01   0.0004662051 2015.00 2015.00  2015.0   2016.00   2017.00
         p_95       p_99   skewness   kurtosis       iqr
1       49.00      51.00  0.1083248   1.745651     28.00
2        2.11       2.54  0.5802550   3.324778      0.56
3  3716315.40 8376759.28  9.0069471  95.078896 422123.00
4  1263359.60 4059373.32  8.6475089  89.785001 110166.00
5  1303657.60 3791559.76  8.9417306  94.923503 147198.00
6   106156.40  452779.72 10.1585603 135.526786   6243.00
7  1005479.20 3232557.48  9.7552697 115.241068 105694.00
8   768146.80 2306054.92  9.5398758 109.983239  80489.00
9   195699.80 1053995.40  9.7956494 120.966828  21902.00
10   12058.45   64765.48 13.1386706 236.538284    132.50
11    2018.00    2018.00  0.2153210   1.967207      2.00
                      range_98              range_80
1                      [0, 51]               [4, 46]
2                 [0.67, 2.54]          [0.93, 1.93]
3  [1176.96, 8376759.28000001]   [3896.8, 1387045.8]
4        [0, 4059373.32000002]        [94, 538385.4]
5       [11, 3791559.76000001]       [367.8, 500785]
6               [0, 452779.72]          [0, 31492.6]
7   [156.48, 3232557.48000001]    [1299.4, 442142.2]
8        [6, 2306054.92000001]         [583, 354267]
9               [0, 1053995.4] [0, 94295.2000000001]
10       [0, 64765.4780000001]         [0, 3688.912]
11                [2015, 2018]          [2015, 2017]