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----
-title: "Manipulate Data"
-weight: 3
-keywords: "manipulate, cleaning, wrangling, prep, data, machine learning, visualization"
-date: 2021-01-06T22:01:14+05:30
-draft: false
-aliases:
-  - /prepare/data
-  - /wrangle/data
----
-
-<p align = "center">
-<img src = "../img/manipulate_header.jpg" width="400">
-<figcaption> Image by Stable Diffusion </figcaption>
-</p>
-
-[Chris Albon](https://chrisalbon.com/), Director of Machine Learning at the Wikimedia Foundation, hosts a great selection of notes and code snippets on data science, machine learning, data manipulation, data visualization, and much more.
-
-{{% cta-primary "Go to chrisalbon.com" "https://chrisalbon.com/" %}}