针对企业用例(营销、定价、供应链、智能制造等)的参考Gluyter笔记本电脑和演示AI/ML应用程序的集合。
customer-analysis 开源项目推荐(206 个)
customer-analysis 话题在 GitHub 上没有填写简介,这里按 Star 数汇总最相关的热门仓库。
热门项目 前 20
按 Star 数排序展示前 20 个 · GitHub 共 206 个仓库This repository contains the data source and the tableau workbook used in my YouTube video: https://www.youtube.com/watch?v=_qReGTOrKTk
Customer Personality Analysis Using Clustering
A Python-based repo for modeling and predicting customer behavior. This project focuses on implementing various statistical and probabilistic models to analyze customer preferences, purchase patterns, and future actions.
Explore the world of data-driven customer analysis and lifetime value estimation. This project dives into customer segmentation, geographic analysis, time series insights, stock trends, and product descriptions. Join us on our journey of data exploration and optimization.
Dive into the world of customer retention with this GitHub repository, Utilizing the power of tools like Power BI and Python libraries such as Numpy, Seaborn, and Tidyverse, we explore the factors driving customer churn and pinpoint their impact areas.
Customer Personality Analysis - A dataset of customer demographics, spending, and campaign history used to segment audiences, optimize targeted marketing, and boost ROI.
NL-to-SQL marketing analytics chat app built with Streamlit, Claude, and Databricks
Gofood Exploratory Data Analysis and WordCloud (category,product,etc)
E-Commerce Sales Analysis using Oracle SQL — customer behavior, product performance, return analysis
Performed Recency, Frequency, and Monetary (RFM) analysis to classify customers into meaningful segments, supporting personalized marketing and retention strategies.
Excel dashboard analyzing customer behavior, segmentation, and revenue contribution
End-to-end retail sales data analysis using Python, pandas, and matplotlib. This project explores customer purchasing behavior, regional performance, product trends, and sales insights through data cleaning, exploratory analysis, and visualizations.
Customer analysis on a bike-share program
Customer shopping behavior analysis using PostgreSQL, SQL, and Power BI to identify purchasing trends, customer insights, and sales performance.
End-to-end Olist e-commerce analytics project using Python, SQL Server, Power BI, Power Query, and DAX, featuring sales, product, customer, delivery, seller, and review analysis.
Interactive Tableau business intelligence dashboard built using the Adventure Works dataset to analyse sales performance, customer behaviour, product trends, and geographic insights through advanced visualisations, calculated fields, filters, dashboards, and interactive analytics.
Analyzed supermarket sales data using Microsoft Excel to track customer spending, orders, delivery time, and sales trends through an interactive dashboard.
Submission for the Data Analytics Program offered by KPMG Australia via Forage.
Business Intelligence analysis of SaaS customer acquisition patterns and data quality audit using Python and Pandas.
关于这个话题
- 清单取自 GitHub 话题页并按 Star 数排序,每次展示前 20 个项目;原始页面见 https://github.com/topics/customer-analysis。
- 该话题在 GitHub 上共有 206 个仓库, 本站收录的是其中最热门的 20 个,不是全量列表。
- Star / Fork 每日自动刷新一次,实时数据以 GitHub 为准。
- 当前 20 个项目累计 1558 Star,覆盖 4 种主要语言,数据更新于 2026-11-06。
- 中文介绍来自 GitHub 官方话题说明(github/explore)的机器翻译,可点「查看原文」对照;译文缺失时会先展示原文。