3/9/2023 0 Comments Tiny tweets software![]() Which text will signal the data which is most interesting to you? In this case, we are interested in tweets which have tagged Rodney Davis, using “ That is because we want to see what individuals are saying to Representative Davis, rather than those about him (#RodneyDavis) or by him (those coming from the account Thus, in this case we search for the text “ The command is not case sensitive, so it will still capture any capitalization combination which might exist. ![]() Now that R is connected to the Twitter application you made, you need to make a choice. Setup_twitter_oauth(consumer_key, consumer_secret, In order to download selected tweets, you first need to install and then load the twitteR package in R. Once you finish these steps and gain approval–something which is often nearly instantaneous, but can take several days if you’re unlucky–you are now ready to download data from Twitter to R. The URL can be linked to an external site or can simply be your main Twitter profile page. For the description, you might write that you are learning more about R, are using the data for a course, or write a little bit about the project you’re working on. You will have to give your application a name, such as “Exploring Text Mining,” a description, and a URL. Once there, create an account (you can simply sign in with your personal Twitter account if you already have one) and click “Create an app” in the upper right hand corner. ![]() In order to download data from Twitter for use in R, the first step is to set up an application with Twitter. In the final section, I will demonstrate a few techniques–such as network analysis–which may be helpful in understanding what is important to constituents on Twitter. In the next section, I will explain how to obtain this data. Rather than reading through all of this data myself, I can use R to quickly break down and understand the tweets Rep. 2, 3 As a member of his staff, I might be assigned the task of helping to better understand why Davis almost lost and what constituents are still unhappy about–a question about which Twitter can easily provide large swathes of data. In 2018, Representative Davis faced a close race, winning by less than a percentage point. Say that I am an individual working for Rodney Davis, a House of Representatives member from the 13th congressional district in Illinois. So, let’s create a hypothetical situation. While the clientele on Twitter skews younger, it is not as young as one might expect. Bypassing the use of surveys, Twitter data can offer an intimate and real-time look into the minds of consumers, pointing an organization to where they’re going wrong (although, admittedly, not as commonly to what they’re doing well) and what’s important to their consumer base. Thus, for a company or a political representative who is seeking to better understand their clients or constituents, Twitter can be a great forum to get first-hand feedback. Indeed, in the often looping chain of customer service lines, Twitter can sometimes be a more efficient way to actually speak with a company representative. ![]() In addition, in recent years, individuals who have had an especially bad experience with a company will sometimes take to Twitter to air their grievances and demand a response. While tagging the president or a senator may sometimes feel like shouting into the wind, there is always a chance you might receive a personal response. In addition, Twitter also serves as a medium from which constituents can make direct contact with their elected officials. This is particularly relevant in light of the political events of recent years in which Twitter is often the forum where political actors both make announcements and speak to one another. To begin, we should ask: why would someone be interested in using data from Twitter? What is it that tweets and their accompanying data can tell us about the world around us? Specifically, while there are a plethora of interesting research questions stemming from Twitter data–how people communicate, when, and why–what are some potentially business-minded practical uses of such data?Īs someone with a background in both politics and political science, I am especially interested in how an elected official might make sense of and use data that is available for them on Twitter.
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