---
title: "Discussion on \"Matplotlib: Charts in Python Without Opening a Spreadsheet\" | Hashnode"
description: "Discussion on \"Matplotlib: Charts in Python Without Opening a Spreadsheet\". The numbers are there, but the pattern is not\nYou have last week's sales in a CSV file: notebooks 42, pens 87, backpacks 23, mugs 61, desk lamps 35. You can read every number and still not answer the"
url: "https://hashnode.com/posts/matplotlib-charts-in-python-without-opening-a-spreadsheet/6af29f8789e53fff757d210c"
---

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# [Matplotlib: Charts in Python Without Opening a Spreadsheet](https://practicaldevblog.hashnode.dev/matplotlib-charts-in-python-without-opening-a-spreadsheet?utm_source=hashnode&utm_medium=feed)

The numbers are there, but the pattern is not You have last week's sales in a CSV file: notebooks 42, pens 87, backpacks 23, mugs 61, desk lamps 35. You can read every number and still not answer the

2d ago · 7 min read · practicaldevblog.hashnode.dev  
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