Book Image

Clean Data

By : Megan Squire
Book Image

Clean Data

By: Megan Squire

Overview of this book

<p>Is much of your time spent doing tedious tasks such as cleaning dirty data, accounting for lost data, and preparing data to be used by others? If so, then having the right tools makes a critical difference, and will be a great investment as you grow your data science expertise.</p> <p>The book starts by highlighting the importance of data cleaning in data science, and will show you how to reap rewards from reforming your cleaning process. Next, you will cement your knowledge of the basic concepts that the rest of the book relies on: file formats, data types, and character encodings. You will also learn how to extract and clean data stored in RDBMS, web files, and PDF documents, through practical examples.</p> <p>At the end of the book, you will be given a chance to tackle a couple of real-world projects.</p>
Table of Contents (17 chapters)
Clean Data
Credits
About the Author
About the Reviewers
www.PacktPub.com
Preface
Index

Publicizing your data


Once you have a complete data package, it is time to tell the world about it. Publicizing the existence of your data will ensure its use by the most people possible. If you already have a user community in mind for your data, publicizing it may be as simple as sending out a URL on a mailing list or to a specific research group. Sometimes, though, we create a dataset that we think might be interesting to a larger, more amorphous group.

Lists of datasets

There are many lists of data collections available on the Web, most of which are organized around some kind of theme. The publishers of these types of meta-collections (collections of collections) are usually more than happy to list new sources of data that fit into their niche. Meta-collection themes can include:

  • Datasets related to the same topic, for example, music data, biological data, or collections of articles on news stories

  • Datasets related to solving the same type of problem, for example, datasets that can be used...