Sonali Singh 's starred repositories
Google-PlayStore-Data-Analysis
The objective of this project is to gain insights into the applications hosted on Google Playstore and the sentiment of their user reviews and present these ingsights in the form of visualisation which can be used to improve the overall experience and optimise the application development processes.
Awesome-Customer-Analytics
A curated list of awesome customer analytics content
customer_segmentation
Unsupervised ML: Finding Customer Segments in General Population
RFM-analysis
Python script (and IPython notebook) to perform RFM analysis from customer purchase history data
customer-lifetime-prediction-using-python
What is CLV or LTV? CLV or LTV is a metric that helps you measure the customer's lifetime value to a business. In this kernel, I am sharing the customer lifetime value prediction using BG-NBD, Pareto, NBD & Gamma Model on top of RFM in Python.
Customer_segmentation
Analysing the content of an E-commerce database that contains list of purchases. Based on the analysis, I develop a model that allows to anticipate the purchases that will be made by a new customer, during the following year from its first purchase.
retentioneering-tools
Retentioneering: product analytics, data-driven CJM optimization, marketing analytics, web analytics, transaction analytics, graph visualization, process mining, and behavioral segmentation in Python. Predictive analytics over clickstream, AB tests, machine learning, and Markov Chain simulations.
FinancialAnalysis
This notebook provides some skills to perform financial analysis on economical data.
Data-Analytics-Customer-Segmentation
In this project, a RFM model is implemented to relate to customers in each segment. Assessed the Data Quality, performed EDA using Python and created Dashboard using Tableau.
transportio
Transportio is a fully responsive transportation website, Responsive for all devices, build using HTML, CSS, and JavaScript.
Data-Analyst-Roadmap
I am sharing my Journey of 66DaysofData into Data Analytics by participating in Ken Jee's #66daysofdata challenge
project-based-learning
Curated list of project-based tutorials