Python script (and IPython notebook) to perform RFM analysis from customer purchase history data
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Oct 1, 2019 - Jupyter Notebook
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customer-analytics
Here are 19 public repositories matching this topic...
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.
machine-learning-algorithms
predictive-analytics
voting-classifier
customer-segmentation
customer-analytics
e-commerce-example
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Apr 5, 2018 - Jupyter Notebook
Recency, Frequency & Monetary Value Analysis
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Apr 23, 2020 - R
Customer life time analysis (CLV analysis). We are using Gamma-Gamma model to estimate average transaction value for each customer.
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Apr 5, 2018 - Jupyter Notebook
josepcurto / ca
Customer Analytics with R
r
analytics
notebook
clustering
rstudio
nps
association-rules
churn
clv
rfm
cohort-analysis
customer-analytics
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May 15, 2020 - Jupyter Notebook
Bootcamp Women in Data - Bogotá, COL
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Mar 28, 2019 - Jupyter Notebook
Predicting customer churn using scikit-learn
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Mar 16, 2018 - Jupyter Notebook
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Jul 15, 2018 - Jupyter Notebook
Exploration, visualization and implementation of machine learning models on customer, transnational other such data of Toyota, Universal Bank, Wayfair, etc (R, SAS and Alteryx)
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Apr 17, 2019 - R
Methods for doing customer analytics in R
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Apr 3, 2020 - R
My Final Submission for the 'Santander Customer Transaction Prediction'. I have participated in this very tough and interesting competition on Kaggle a while ago and I finally got the time to put all the work together in this Repo.
python
data-science
analytics
exploratory-data-analysis
jupyter-notebook
kaggle
banking
lightgbm
r-language
predictive-modeling
customer-analytics
h2o-automl
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Jul 10, 2019 - Jupyter Notebook
Natural language processing for NPS comments. Supervised classification
natural-language-processing
neural-network
naive-bayes-classifier
logistic-regression
customer-analytics
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Jul 27, 2019 - Jupyter Notebook
Customer targeting model to optimize promotion targeting, on simulated data from Starbucks. (work in progress)
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Mar 20, 2019 - Python
Customer segmentation, price elasticity modelling and conversion modelling.
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Apr 11, 2020 - Jupyter Notebook
Coursera-Customer analytics
marketing
course
course-materials
analytics
coursera
course-project
course-work
coursework
customer
coursera-assignment
customer-analytics
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Mar 10, 2018
The project concerns an international e-commerce company* based in the USA who want to discover key insights from their customer database. They want to use some of the most advanced machine learning techniques to study their customers.
data-science
ecommerce
ggplot2
r
analytics
data-visualization
logistic-regression
datasets
twitter-sentiment-analysis
support-vector-machines
data-modeling
cluster-analysis
r-programming
classification-algorithims
random-forest-classifier
xgboost-model
r-project
customer-analytics
data-science-projects
on-time-delivery
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Aug 24, 2018
Customer analytics project on PokemonGo
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May 10, 2019 - R
Customer Analytics in R
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Dec 30, 2019 - R
Analysis of an online retailer.
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Apr 21, 2020 - Jupyter Notebook
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