Information overload is less about having too much information and more about not having the right tools and techniques to filter and process information to find the pieces that are most relevant for you. This presentation will focus on showing you a variety of tips and techniques to get you started down the path of looking at RSS feeds in a completely different light. The default RSS feeds generated by your favorite blog or website are just a starting point waiting to be hacked and manipulated to serve your needs. Most people read RSS feeds, but few people take the time to go one step further to hack on those RSS feeds to find only the most interesting posts. I combine tools like Yahoo Pipes, BackTweets, PostRank and more with some simple API calls to be able to find what I need while automatically discarding the rest. You start with one or more RSS feeds and then feed those results into other services to gather more information that can be used to further filter or process the results. This process is easier than it sounds once you learn a few simple tools and techniques, and no “real” programming experience is required to get started. This session will show you some tips and tricks to get you started down the path of hacking your RSS feeds.
Machine Learning Model Validation (Aijun Zhang 2024).pdf
SXSW Hacking RSS: Filtering & Processing Obscene Amounts of Information
1. Hacking RSS:
Filtering & Processing
Obscene Amounts of Information
#hackingRSS
Dawn Foster
Intel Community Manager
for MeeGo
dawn@fastwonder.com
2. Information Overload
CD Photo: http://www.flickr.com/photos/chefranden/2751354004/
3. Who Cares?
● Most of it is …
– complete crap
– out of date / obsolete
– not interesting to you
– irrelevant for you
Junk Pile: http://www.flickr.com/photos/zen/4013525/
4. You Want to Find the Needle
Haystacks: http://www.flickr.com/photos/rasekh/4911673659/
5. RSS Alone is a Start
● Sources you care about delivered right to you. But …
– Do you care about everything in each feed?
– What about the feeds you aren't subscribed to?
– Can you keep up with what you have?
6. Prioritize Your Reader
● Put things you care about at the top
● Categorize
● Don't try to read everything
8. The Real Magic is in Filtering RSS
Complete Crap
Interesting
Maybe Relevant
Yay!
● In my Google Reader right now:
– Analyst research blogs mentioning Online Community
– Analyst research blogs mentioning MeeGo
– Searches across social sites mentioning me, my projects, my
websites etc. - filtering out things I don't care about
– My favorite blogs filtered using PostRank to find only the
ones with a lot of comments or social mentions
9. RSS Filtering Tools
● Yahoo Pipes (my favorite)
– More powerful & fexible: options to filter any data found in
any field in the rss feed (URL, title, description, author …)
– Downside: takes some time to learn & can be a little faky at
times. Also a single point of failure if Yahoo ever killed it.
● Other Options
– FeedRinse: easy to use, not as fexible. Import RSS feeds,
add filters, get new RSS feeds out.
– RSS readers with filtering / alerts (FeedDemon)
– Code: write your own filters
– Note: many free RSS filtering services have gone out of
business – can be bandwidth intensive & costly to host.
11. PostRank
● Best Posts in a
feed
● Ranked on
engagement (links,
sharing, comments)
● Can get output as
RSS feed
● Feed includes
postrank number as
a field
12. What's In a Feed? PostRank (Yahoo Pipes View)
● Content in feeds varies wildly depending on site.
● Common: title, author, pubDate, link, content, description
● Site-specific: postrank, lat/long, image links, username,
twitter source … (most RSS readers don't show these)
● API: usually has additional data & can output RSS
● If it's in the feed, you can use it!
13. Yahoo Pipes PostRank Example
● Input PostRank
Feeds:
– Engadget
– CrunchGear
– Boy Genius
● Filter by content
– Tablet
● Sort:
– PostRank
● Output
– 1 RSS feed
– Best tablet posts
14. Reformatting / Modifying RSS Feeds
Don't be satisfied with default RSS feed formats!
Twitter
Search
Twitter
RSS
Feed
Modify & more quickly scan key data
15. Yahoo Pipes: Reformat Twitter Feed
● Input:
– Twitter Search
feed
● Loop String Build:
– Author
– : (spacing)
– Title
● Loop Assign:
– Store result back
into title
● Output:
– 1 RSS feed
– Efficient format
16. Yahoo Pipes: Reformat PostRank Feed
● Input:
– 3 PostRank feeds
● Loop String Build:
– PostRank
– : (spacing)
– Title
● Loop Assign:
– Store result back
into title
● Output:
– 1 RSS feed
– Efficient format
17. Using Web APIs 101
● Many API calls are basically URLs
● Constructing URLs
– Use API documentation/examples to
format the URL
– http://api.twitter.com/1/statuses/show
/ID.xml
● Version 1 of API show status for ID
in .format
● API keys
– Tells API who you are (password)
● Rate limiting
– Only get so much & you're cut of
– Limited by IP or API key
– Chill out for a while & come back
XKCD Comic: http://xkcd.com/844/
18. BackTweets (BackType API)
● Data about links on
Twitter
● Finds links regardless of
shortening service
● No RSS Feeds
● But … You can use
API + Pipes to build
one!
19. Backtweets API + Twitter API + Yahoo Pipes
● What we want to do:
– Start with a set of URLs (blog posts in a feed)
– Find any tweet mentioning those URLs
– Return the tweet and data about the person who posted it
● Mission: Build feed using only data from these 2 APIs
● BackType API provides Tweet ID (not humanly useful)
– http://api.backtype.com/tweets/search/links.xml?
q=URL&mode=batch&key=KEY
– List of Twitter Status IDs for Tweets linking to URL
– Note: I think this feature may be deprecated
● Twitter API uses Tweet ID to get everything else
– http://api.twitter.com/1/statuses/show/ID.xml
– Returns a single status all relevant data for ID
20. BackTweets API: Get Tweet ID
● Take WebWorkerDaily Author Feed
● Use WWD URLs to build URLs for BackType API call
● Fetch data from BackType URLs to get Tweet ID
21. Twitter API: Get Data Based on Tweet ID
● Use BackType tweet ID to build URL for Twitter API
● Fetch data about Tweet & User from Twitter API
● Re-Build title to show “user (followers): tweet”
22. BackType + Twitter API + Pipes Output
● Data from BackType + Twitter
● Built an RSS feed using Yahoo Pipes
● Included the information relevant for me
● Could have included or filtered on: name, listed count,
location, profile image, user URL, ...
23. Add Filters to BackType + Twitter Example
● Show only tweets from people with 1000+ followers
24. Admit it, we ALL do vanity searches
● You can enter your search queries in Google, Twitter,
Flickr …
– Add a new project & have to update all of them
– Can be hard to filter out some results
– May have duplicates from multiple searches
● Yahoo Pipes
– Update keywords in a CSV file
– Use CSV file as input into a bunch of searches (RSS or
API inputs)
– Filter out what you don't want
– Get 1 filtered RSS feed as output
2 minute video: http://fastwonderblog.com/2009/05/01/keyword-csv-files-and-searching-2-minute-yahoo-pipes-demo/
25. How Should / Shouldn't You Use All of This?
● Do:
– Use this for personal productivity
– Play around and understand the possibilities
– Create prototypes for something you might want to build
● Don't: Use in critical or production environments
● Everything I've done here could be done in most
programming languages
● For production use or putting data on websites:
– Re-write in a real programming language with cached
results and error checking
XKCD Comic: http://xkcd.com/327/
26. Q&A
About Dawn:
● Intel Community Manager for MeeGo
● More Info: http://fastwonderblog.com
● Dawn@FastWonder.com
● @geekygirldawn on Twitter
26
Additional Reading:
● http://fastwonderblog.com/yahoo-pipes-and-rss-hacks/
Photo of Dawn: http://www.flickr.com/photos/ahockley/3036575066/