There are 5 repositories under retail-data topic.
Server component of the Simple Stock Management stock & inventory web app. Designed for small businesses & non-profits.
Implementation of FPTree-Growth and Apriori-Algorithm for finding frequent patterns in Transactional Database.
This repository contains RFM analysis applied to identify customer segments for global retail company and to understand how those groups differ from each other.
3rd place solution for RetailHero.ai/#2
From RDBMS to Graph, using a classic dataset
A simple Market Basket Analysis that uses the apriori algorithm to find affinities between retail products
R-Analysis: Identifying high value customers and low value of customers using RFM modelling
In the retail industry a trade area, also known as a catchment area, is the geographic area from where you draw your customers. Here I derive trade area from scratch
A sales forecasting problem in Retail Sector solved using time series analysis, machine learning and deep learning methodologies.
Walmart sales prediction with Linear Regression and Random Forests + Bayesian Structure Learning
.Net Standard library for working with the National Retail Federation Merchandising Calendar.
Data mining course project
Customer Segmentation and Targeting for Retail Industry
The target in this case, is to create a model of machine learning to know the behaviour of users. What is required is an end-to-end model such as those seen in practice in the module. In this case, you have to apply three models and choose the best one, but the previous part is common to all three.
Exploring Market Basket Analysis
This repository is implementation of Exploratory Data Analysis on Retail data.
This repo contains my customer segmentation project in Python.
In this project, I will be performing an unsupervised clustering of customer's records from a Retail Chain.
Using Pandas, scikit learn, Seaborne libraries for data cleaning and exploratory data analysis on retail data
A vision-based Automatic Retail Checkout System
This data visualization is done with powerbi and it explains the exploratory data analysis on dataset samplesuperstore
Scripts for manipulating the annotation files of the SKU110K dataset
Raw data of real analytical use cases in a number of industries and companies are frequently provided in an Excel-based form. These files usually cannot be processed directly in machine learning models, but must first be cleaned and preprocessed. In this process, many different types of pitfalls may occur. This makes data preprocessing an essential time factor in the daily work of a data scientist. In this concise project an Excel spreadsheet will be presented which in this form is closely oriented to a real case, but contains only simulated figures for reasons of data and business results protection. However, the form and structure of the file corresponds to a real case and could be encountered by a data scientist in a company in this way.
Using Payment Transaction Data to monitor Turnover in Retail Trade and Services in Switzerland
Customer Profile & Shopping Behavior Analysis is an R-based project analyzing customer data from retail stores, focusing on segmentation, seasonal trends, and market behaviors.
Descriptive Data Mining for UK Retail Dataset
Data Warehousing project | Outsourced for Autumn Group | Retail Outlet DW | Melbourne based | Sep - Feb 2018
SAS Data Analysis on Retail Clothing Data Set
Web platform where Retail Shop Owners can signup and manage their daily sales, customer analytics, and shop inventories effectively. They can manage potential customers, generated sales, and can view detailed inventory transactions using smart graphs/tables.
This repository contains files for my Codebasics Challenge #9: Analyse Promotions and Provide Tangible Insights to Sales Director
Using the Apriori algorithm of the Arules package throughout this project to get insight into the top 10 and bottom 10 of the products sold, get a list of all product package combinations with strong correlations and get a list of all product package combinations with specific items.