I will analyze customer data and identify churn risk and segments
Data Analyst Excel, SQL, Python, Power BI
About this Gig
Struggling to understand why customers are leaving?
I help businesses identify at-risk customers before they churn, and turn raw customer data into clear, actionable insights.
What I offer:
- Churn rate calculation and trend analysis
- Customer segmentation based on behavior and risk level
- Predictive churn modeling using Python (scikit-learn)
- Clear visualizations and easy-to-understand reports
- Actionable recommendations to improve retention
Tools I use:
Python, SQL, Excel, Power BI/Tableau, Jupyter Notebook
Why work with me:
- Clean, well-documented analysis
- Business-focused insights, not just numbers
- Fast turnaround and clear communication
- Custom solutions tailored to your data
Whether you need a quick churn snapshot or a full predictive model with customer segments, I'll help you understand who's at risk and why so you can act before you lose them.
Let's talk about your data and how I can help you reduce churn.
My Portfolio
FAQ
1. What format should my data be in?
I accept CSV, Excel, or Google Sheets files. If your data is in a database (SQL, etc.), I can also work directly with an export or a shared connection.
2. What if I don't have "churn" labeled in my data?
No problem — I can help define churn based on your business (e.g., no purchase in X days) and calculate it from your raw activity or transaction data.
3. Do I need a large dataset for this?
Not necessarily. Even a few hundred customer records can reveal useful churn patterns, though larger datasets (1,000+) give more reliable predictive models.
4. Will you share the analysis code/model with me?
Yes, on Standard and Premium packages I include the Python/SQL scripts or notebook used, so you can reuse or extend the analysis later.
5. Can you integrate this with my dashboard (Power BI/Tableau)?
Yes, I can build or connect the output to a Power BI or Tableau dashboard as part of the Premium package or as an add-on.
6. Is my data kept confidential?
Absolutely. All data is handled securely and used only for this project. I can sign an NDA if required.
7. How long does delivery take?
Basic: 3 days, Standard: 5 days, Premium: 7 days. Rush delivery is available as an extra.
8. What if I need revisions?
Each package includes a set number of revisions (see package details). Additional revisions can be purchased if needed.

