Network analysis and topic modeling on Twitter data using R

TheAustralian Digital Observatoryis an ARDC platform working to establish a national infrastructure for accessing and analysing dynamic digital data, including existing collections of national interest across Twitter, FlickR, YouTube, Reddit, Instagram and gaming platforms such as Steam.

Australian Digital Observatory

This online workshop is offered free to Australian researchers and research students and will cover:<ul><li>Introduction to network theory.</li><li>Fundamental principles of using R for network analysis.</li><li>Topic modeling of tweet text using R.</li></ul>The data used for the workshop will be an open source dataset of Twitter data relating to the 2019 Federal Election.Before the workshop:<ul><li>Install R from <a href="https://cloud.r-project.org/" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">CRAN</a> (select the latest version for your operating system).</li><li>Install <a href="https://www.rstudio.com/products/rstudio/download/" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">RStudio Desktop</a> (select the appropriate version for your operating system).</li><li>If you haven&#x27;t used R before (or would like to refresh your memory) please take a look at one or both of these tutorials: <a href="https://slcladal.github.io/intror.html" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">https://slcladal.github.io/intror.html</a> and <a href="https://r4ds.had.co.nz/introduction.html" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">https://r4ds.had.co.nz/introduction.html</a>.</li><li>Download the workshop materials (<a href="https://cloudstor.aarnet.edu.au/plus/s/qG03CDPMYcvWNee" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">https://cloudstor.aarnet.edu.au/plus/s/qG03CDPMYcvWNee</a>) and follow the instructions in the .pdf document.</li></ul>Brought to you by the teams at the <a href="https://www.digitalobservatory.net.au/" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">Australian Digital Observatory (ADO)</a> and the <a href="https://ardc.edu.au/project/australian-text-analytics-platform/" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">Australian Text Analytics Platform (ATAP)</a> via the <a href="https://ardc.edu.au/" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">Australian Research Data Commons (ARDC)</a>.

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Network analysis and topic modeling on Twitter data using R

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Network analysis and topic modeling on Twitter data using R

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