Skip to Content
Beautiful Data
book

Beautiful Data

by Toby Segaran, Jeff Hammerbacher
July 2009
Beginner to intermediate
384 pages
12h 56m
English
O'Reilly Media, Inc.
Content preview from Beautiful Data

Personal Data Collection

Personal data collection is somewhat different from scientific data gathering. Personal data collection is usually less formal and does not happen in a laboratory under controlled conditions. People collect data in the real world where there can be interruptions, bad network connectivity, or limited access to a computer. Users are not necessarily data experts, so when something goes wrong (as it inevitably will), they might not know how to adjust. Therefore, we have to make data collection as simple as possible for the user. It should be unobtrusive, intuitive, and easy to access so that it is more likely that data collection becomes a part of the daily routine.

Working Data Collection into Routine

This is one of the main reasons I chose Twitter as YFD's data proxy from phone or computer to the database. Twitter allows users to post tweets via several outlets. The ability to post tweets via mobile phone lets users log data from anywhere their phones can send SMS messages, which means they can document something as it happens and do not have to wait until they have access to a computer. A person will most likely forget if she has to wait. Accessibility is key.

One could accomplish something similar with email instead of Twitter since most mobile phones let people send SMS to an email address, and this was in fact the original implementation of YFD. However, we go back to data collection as a natural part of daily routine. Millions of people already use Twitter ...

Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.

Read now

Unlock full access

More than 5,000 organizations count on O’Reilly

AirBnbBlueOriginElectronic ArtsHomeDepotNasdaqRakutenTata Consultancy Services

QuotationMarkO’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.
Julian F.
Head of Cybersecurity
QuotationMarkI wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.
Addison B.
Field Engineer
QuotationMarkI’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.
Amir M.
Data Platform Tech Lead
QuotationMarkI'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
Mark W.
Embedded Software Engineer

You might also like

Praktische Statistik für Data Scientists, 2nd Edition

Praktische Statistik für Data Scientists, 2nd Edition

Peter Bruce, Andrew Bruce, Peter Gedeck
Beautiful Visualization

Beautiful Visualization

Julie Steele, Noah Iliinsky
Werde ein Data Head

Werde ein Data Head

Alex J. Gutman, Jordan Goldmeier
Basiswissen für Softwarearchitekten, 4th Edition

Basiswissen für Softwarearchitekten, 4th Edition

Mahbouba Gharbi, Arne Koschel, Andreas Rausch, Gernot Starke

Publisher Resources

ISBN: 9780596801656Catalog PageErrata