---
title: "Discussion on \"What I Learned Studying a Python Sales Analytics Dashboard (Streamlit + Pandas)\" | Hashnode"
description: "Discussion on \"What I Learned Studying a Python Sales Analytics Dashboard (Streamlit + Pandas)\". A student's walkthrough of an open-source Python sales analytics dashboard: ETL, derived columns, KPIs, charts and filters, with credit to its author."
url: "https://hashnode.com/posts/python-sales-analytics-dashboard-streamlit-pandas/6af3f4c88b11d763b34c9bd7"
---

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# [What I Learned Studying a Python Sales Analytics Dashboard (Streamlit + Pandas)](https://pranaavkarthik.hashnode.dev/python-sales-analytics-dashboard-streamlit-pandas?utm_source=hashnode&utm_medium=feed)

A student's walkthrough of an open-source Python sales analytics dashboard: ETL, derived columns, KPIs, charts and filters, with credit to its author.

17h ago · 7 min read · pranaavkarthik.hashnode.dev  
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-   [#python](https://hashnode.com/tag/python)
-   [#streamlit](https://hashnode.com/tag/streamlit)
-   [#data-analytics](https://hashnode.com/tag/data-analytics)
-   [#pandas](https://hashnode.com/tag/pandas)
-   [#projects](https://hashnode.com/tag/projects)

## Written by

[Pranaav Karthik](https://hashnode.com/@pranaav6)

@pranaav6

  
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