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Achievement: Pull Shark

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Achievement: Pull Shark

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Agungvpzz/README.md

Hi👋, I am Agung Maulana

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Social Data Scientist!

In the last 2 years, I've focused on developing my interest and career in the data and customer analysis field

Certifications

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Skills

Python NumPy Pandas Plotly Matplotlib scikit-learn SciPy MySQL MongoDB Postgres Power Bi Docker GitHub Git

Tableau Gallery

Tableau Gallery

Image 1 Image 2

Power BI Gallery

Super Store Sale: Overview Super Store Sale: Sales HR: Overview HR: Employee Performance Customer Service Overview Customer Churn

Streamlit Gallery



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  1. Survival-Analysis Public

    Leveraged survival analysis techniques (Kaplan-Meier, Cox model) to estimate customer lifetime and pinpoint periods of elevated churn risk.

    Jupyter Notebook

  2. Telco-Churn-Analysis Public

    Analyzed behavioral and transactional indicators to uncover key churn drivers, developed predictive models to identify high-risk users and guide targeted retention strategies.

    Jupyter Notebook

  3. RFM-Analysis-with-Polars Public

    Performed Recency, Frequency, and Monetary (RFM) analysis to classify customers into meaningful segments, supporting personalized marketing and retention strategies.

    Jupyter Notebook 1

  4. Basket-Analysis Public

    Applied association rule mining to retail transactions to discover frequently co-purchased items and uncover cross-selling opportunities.

    Jupyter Notebook

  5. Customer-Cohort-Analysis Public

    Conducted cohort-based analysis on acquisition data to reveal long-term retention patterns and lifecycle behavior across user groups.

    Jupyter Notebook

  6. Boston-House-Price-Prediction Public

    Analyzed the factors influencing house-buying behavior.

    Jupyter Notebook