#BirdWatch
This is a dynamic web application for visualizing a constant stream of live Tweets as they occur. I call it BirdWatch. This web application is based on Play 2.1. I have written it for trying out Iteratees in combination with consuming the Twitter Streaming API and updating a single page web app using Server Sent Events. The visualization is done through the D3.js data visualization library. Tweets are persisted using MongoDB and ReactiveMongo, the reactive Scala driver for MongoDB.
The words in the word cloud and in the bar chart are clickable and allow you to drill further into the data by filtering to only Tweets that contain all words in the search string. This filter is also applied to Tweets coming in live. Clicking a word again that is already in your current selection will set the query to just that word. Just observe the address bar of your browser and you'll see how it works.
You can try BirdWatch without having to install anything. Check out my Blog for additional documentation on this project.
The idea behind this reactive web app is to explore processing a live stream of information using Scala and the Play Framework (making use of Akka actors). A rolling window of Tweets is analyzed in terms of certain parameters and displayed graphically. The d3-cloud project by Jason Davies is used for displaying the word cloud, adapted for dynamic updates as new data comes in as Server Sent Events. Tweets are also stored within MongoDB. Storing the Tweets in a persistent data store allows pre-loading a selection of the most recent Tweets when the page is loaded.
###Setup
Twitter API consumer key and access token are required to consume the Twitter Streaming API. You need to create a Twitter application and store keys and secrets in a twitter.conf file, using the commented out section in the application.conf as a template. Please feel free to contact me if there are problems getting the application up and running. You may want to remove or alter the Google Analytics script in main.scala.html
###Streaming API limitations Please be aware that only one connection to the Twitter Streaming API is possible from any one public IP address. Starting a connection to the Streaming API will potentially end other connections from the same network if NAT is in place using the same public IP address. Access from mobile networks is discouraged and most likely won't work.
This software is licensed under the Apache 2 license, quoted below.
Copyright © 2013 Matthias Nehlsen.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this project except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0.
Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.