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Coding Putting the pieces together
Step 1: Cache your data External Timeline Twapperkeeper (eg #smph2011) The Archivist (Desktop) Twitter Archiver (newish) Internal Timeline Twapperkeeper (own account only) TwitterArchiver (any public account)
Data Collection Issue Limited back stories Archivist has a limited cache Twitter to PDF has a 3K previous limit TwapperKeeper has a background limit Plan in advance, or improvise quickly
Step 2: Visual first pass Aim: Get a top level sense of the data Hashtags Archivist Visualisations (online) Archivist Desktop Summarizer Timelines TweetStats(online) Tagxedo (online)
The Archiver
Tagxedo
Step 3: The Unpleasant Bit Raw data needs to be processed Manual Automated
Step 4: Coding Benefits of Manual Coding Subjective judgement You learn a lot Accuracy in semantics Downsides You learn a lot. Time consuming.
Coding Process Clean the data Assign IDs to tweets Add the additional notes columns Time Frames Categories Sub Category Sentiment (optional)
Coding Choice Visual or numerical? Code book versus Code words Currently: Excel with visual
Excel. A valued ally.
Step 3: It’s time to start coding  Top Level Coding Pass 1: identify time periods of interest Pass 2: Tag Conversational (@reply) Pass 3: Identify Pass-Along (RT, http) Pass 4: News / Status / Phatic
Step 4 Sub Category Coding Pass-Along / Conversational Easier to code, relatively stable Phatic / Status / News Harder to code Can (or should) move Can be multiple category*  New
Exemplar Category Pass-Along
Pass Along Automated Endorsement Endorsement Retweet Secondary Social Media User Generated Content
Knowing is only half the battle.  The other half involves strategy
Questions @stephendann | stephen.dann@anu.edu.au

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The Coding Process for Timeline Analysis

  • 1. Coding Putting the pieces together
  • 2. Step 1: Cache your data External Timeline Twapperkeeper (eg #smph2011) The Archivist (Desktop) Twitter Archiver (newish) Internal Timeline Twapperkeeper (own account only) TwitterArchiver (any public account)
  • 3. Data Collection Issue Limited back stories Archivist has a limited cache Twitter to PDF has a 3K previous limit TwapperKeeper has a background limit Plan in advance, or improvise quickly
  • 4. Step 2: Visual first pass Aim: Get a top level sense of the data Hashtags Archivist Visualisations (online) Archivist Desktop Summarizer Timelines TweetStats(online) Tagxedo (online)
  • 7. Step 3: The Unpleasant Bit Raw data needs to be processed Manual Automated
  • 8. Step 4: Coding Benefits of Manual Coding Subjective judgement You learn a lot Accuracy in semantics Downsides You learn a lot. Time consuming.
  • 9. Coding Process Clean the data Assign IDs to tweets Add the additional notes columns Time Frames Categories Sub Category Sentiment (optional)
  • 10. Coding Choice Visual or numerical? Code book versus Code words Currently: Excel with visual
  • 12. Step 3: It’s time to start coding Top Level Coding Pass 1: identify time periods of interest Pass 2: Tag Conversational (@reply) Pass 3: Identify Pass-Along (RT, http) Pass 4: News / Status / Phatic
  • 13. Step 4 Sub Category Coding Pass-Along / Conversational Easier to code, relatively stable Phatic / Status / News Harder to code Can (or should) move Can be multiple category* New
  • 15. Pass Along Automated Endorsement Endorsement Retweet Secondary Social Media User Generated Content
  • 16. Knowing is only half the battle. The other half involves strategy
  • 17. Questions @stephendann | stephen.dann@anu.edu.au