Introduction

About:

This dataset contains data on a variety of sales channels, including Shiprocket and INCREFF, as well as financial information on related expenses and profits.

Data Source: [Kaggle](https://www.kaggle.com/datasets/thedevastator/unlock-profits-with-e-commerce-sales-data)

In addition to this, there are MRPs across multiple stores like Ajio MRP, Amazon MRP, Amazon FBA MRP, Flipkart MRP, Limeroad MRP, Myntra MRP, and Paytm MRP.

Also, there are transactional parameters like Date of sale, months, category, fulfilled by B2B, Status, Qty, Currency, and Gross amt.

About the Data

Data Contains below columns and data-types:

Descriptives of Data

                vars    n  mean    sd median trimmed   mad min max range skew
Category*          1 1330  2.46  0.78    2.0    2.32  0.00   1   5     4 1.40
Amazon.FBA.MRP*    2 1330 16.91 12.29   15.0   14.99 11.86   1  53    52 1.21
Amazon.MRP*        3 1330 16.91 12.29   15.0   14.99 11.86   1  53    52 1.21
Myntra.MRP*        4 1330 17.03 11.28   15.0   15.50 11.86   1  51    50 1.11
Ajio.MRP*          5 1330 16.56 12.01   13.5   14.68 11.12   1  52    51 1.22
Flipkart.MRP*      6 1330 16.62 11.97   14.0   14.75 11.86   1  52    51 1.21
Limeroad.MRP*      7 1330 16.61 11.91   13.5   14.74  9.64   1  52    51 1.24
Paytm.MRP*         8 1330 16.52 11.95   13.5   14.62 10.38   1  52    51 1.24
Snapdeal.MRP*      9 1330 16.56 11.93   13.5   14.68 11.12   1  52    51 1.24
                kurtosis   se
Category*           2.07 0.02
Amazon.FBA.MRP*     0.87 0.34
Amazon.MRP*         0.87 0.34
Myntra.MRP*         0.77 0.31
Ajio.MRP*           0.90 0.33
Flipkart.MRP*       0.92 0.33
Limeroad.MRP*       0.99 0.33
Paytm.MRP*          0.99 0.33
Snapdeal.MRP*       0.99 0.33

    Welch Two Sample t-test

data:  df$Amazon.MRP and df$Flipkart.MRP
t = 0.16743, df = 2440, p-value = 0.867
alternative hypothesis: true difference in means is not equal to 0
95 percent confidence interval:
 -48.53192  57.59335
sample estimates:
mean of x mean of y 
 2237.185  2232.654 

    Pearson's Chi-squared test

data:  df$Amazon.MRP and df$Myntra.MRP
X-squared = 35869, df = 1190, p-value < 2.2e-16