20110429-NodeXL-Twitter-aljeazeera keyword network graph weighted edges group regions


Image by Marc_Smith
From: www.connectedaction.net

Connections among the words used by Twitter users who recently tweeted the word aljezeera
when queried on April 29, 2011, scaled by betweenness centrality. Connections created when a word precedes a neighboring word.

Layout using the "Group Layout" composed of tiled bounded regions. Clusters calculated by the Clauset-Newman-Moore algorithm are also encoded by color.

A larger version of the network map is here:

Top most between words:
#aljazeera
#bahrain
#syria
@ajarabic
via
crossing
border
#sanaa
aljazeera
#daraa

Graph Metric: Value
Graph Type: Undirected
Vertices: 313
Unique Edges: 264
Edges With Duplicates: 12
Total Edges: 276
Self-Loops: 0
Connected Components: 67
Single-Vertex Connected Components: 0
Maximum Vertices in a Connected Component: 112
Maximum Edges in a Connected Component: 138
Maximum Geodesic Distance (Diameter): 13
Average Geodesic Distance: 5.412669
Graph Density: 0.005529614
NodeXL Version: 1.0.1.166

NodeXL is free and open and available from www.codeplex.com/nodexl

NodeXL is developed by the Social Media Research Foundation (www.smrfoundation.org) – which is dedicated to open tools, open data, and open scholarship.

The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.

Marc Smith on Twitter.

20110430-NodeXL-Twitter-tcamp11 keyword network


Image by Marc_Smith
From: www.connectedaction.net

Connections among the words in Tweets created by Twitter users who recently tweeted the word tcamp11
when queried on April 30, 2011, scaled by betweenness centrality. (see: en.wikipedia.org/wiki/Centrality). Connections created when one word precedes another.

Layout using the "Group Layout" composed of tiled bounded regions. Clusters calculated by the Clauset-Newman-Moore algorithm are also encoded by color.

A larger version of the network map is here: www.flickr.com/photos/marc_smith/5673437423/sizes/o/in/ph…

A detailed list of top most between users is here: www.flickr.com/photos/marc_smith/5673437087

Top most between users:
@blufftoniancom
@digiphile
@sunfoundation
@mlsif
@ellnmllr
@dominiccampbell
@tcampdc
@johnfmoore
@johnwonderlich
@elle_mccann

Graph Metric: Value
Graph Type: Directed
Vertices: 359
Unique Edges: 4595
Edges With Duplicates: 384
Total Edges: 4979
Self-Loops: 0
Connected Components: 2
Single-Vertex Connected Components: 1
Maximum Vertices in a Connected Component: 358
Maximum Edges in a Connected Component: 4979
Maximum Geodesic Distance (Diameter): 4
Average Geodesic Distance: 2.120002
Graph Density: 0.037176515
NodeXL Version: 1.0.1.166

NodeXL is free and open and available from www.codeplex.com/nodexl

NodeXL is developed by the Social Media Research Foundation (www.smrfoundation.org) – which is dedicated to open tools, open data, and open scholarship.

The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.

Marc Smith on Twitter.

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3 Deadly Search engine marketing tactics Sins | Stephanie McIntosh …

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Alternatives to the Google Adwords Keyword Tool : Teen Domainer

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Google Keyword Tool


Image by Sean MacEntee
Google Keyword Tool

Google Keyword Tool


Image by Sean MacEntee
Google Keyword Tool

Word Tracker Questions free keyword tool with show y the most searched for questions to help you find popular niches.

jchickey.com Optimization of keywords and keywords phrases involves the use of keyword search tools such as the Wordtracker Free Keyword Suggestion Tool or the Google Adwords: Keyword Tool (also free). There are a number of criteria that search engine’s use when ranking websites for placement in their respective search results. Though there are many criteria that are used to define page rank, one of the more basic is keyword and keyword phrases. Selection of optimal keywords and keyword phrases for the content of any web page involves keyword research using any of a variety of keyword suggestion tools. This screen capture video tutorial compares two of the most well known and widely used “free” tools available: WordTracker’s Free Keyword Suggestion Tool and the Free Adwords Keyword Tool from Google. Wordtracker Free Keyword Suggestion Tool: Results provided from this tool are the estimated daily search volume for a given keyword (text in quotes from the Wordtracker site); The data are estimated from terms they search on Dogpile.com and Metacrawler.com (collectively 0.63% (less than 1%) of searches across all engines). Google Adwords Keyword Tool: Results provided from the Google Tool shows the approximate number of search queries matching your keywords that were performed on Google and the search network in the previous calendar month (test in quotes from the Google site) or annualized monthly average; In January 2009, CNET and other sources report that Googles share of …

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How to Use Wordtracker « Happiness Research