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README.md

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-# The-Python-Graph-Gallery
+# The Python Graph Gallery
 
+This github repository is the source code of the [Python Graph Gallery](https://www.python-graph-gallery.com), a website that displays hundreds of
+chart made with Python.
+
+[Website](https://www.python-graph-gallery.com) | [About page](https://www.python-graph-gallery.com/about)
+
+<img align="center" src="static/overview_PGG2.png">