Tag: retail

  • Unsupervised ML Clustering, Customer Segmentation, Cohort, Market Basket, Bank Churn, CRM, ABC & RFM Analysis – A Comprehensive Guide in Python

    Unsupervised ML Clustering, Customer Segmentation, Cohort, Market Basket, Bank Churn, CRM, ABC & RFM Analysis – A Comprehensive Guide in Python

    Table of Clickable Contents Motivation Methods Open-Source Datasets This file contains the basic information (ID, age, gender, income, and spending score) about the customers. Online retail is a transnational data set which contains all the transactions occurring between 01/12/2010 and 09/12/2011 for a UK-based and registered non-store online retail. The company mainly sells unique all-occasion…

  • Top Fast-Growing Apps in 2023

    Top Fast-Growing Apps in 2023

    This post was inspired by the recent OKTA Business at Work report and the follow-up Medium blogs by Leon Zucchini published in Apr 7 and Apr 24. Table of Contents Popular App Categories 10 Fastest-Growing Apps 10 Hottest New Apps Summary The following trends are set to shake-up the (Mobile) App industry: A few of…

  • A Comparative Analysis of The 3 Best U.S. Growth Stocks in Q1’23 – 1. WMT

    A Comparative Analysis of The 3 Best U.S. Growth Stocks in Q1’23 – 1. WMT

    Featured Photo by Karolina Grabowska on Pexels Let’s begin with WMT that operates a chain of hypermarkets (also called supercenters), discount department stores, and grocery stores in the United States, headquartered in Bentonville, Arkansas. Table of Contents StockNews Rating TradingView Screening The 1-week summary of Walmart Inc is based on the most popular technical indicators, such as Moving Averages, Oscillators and…

  • SARIMAX-TSA Forecasting, QC and Visualization of E-Commerce Food Delivery Sales

    SARIMAX-TSA Forecasting, QC and Visualization of E-Commerce Food Delivery Sales

    Featured Photo by Ella Olsson on Pexels Inspired by the recent TSA e-commerce use-case, this article is a beginner-friendly guide to help you understand and evaluate ARIMA-based time-series forecasting models such as SARIMA and SARIMAX. Objective: To understand the basic concepts of ARIMA, SARIMA and SARIMAX in terms of Time Series Forecasting QC. Application: We will…

  • E-Commerce Data Science Use-Case

    Contents: Background With the growing number of people looking to shop online, the e-commerce industry is expanding rapidly. In the context of this revolutionary growth, Data Science (DS) can maximize the value out of the vast amount of data available in online retail platforms like Amazon, bol or Shopify. The current DS priority focus is…