Twitter Developer Feedback

Twitter for Academic Research

As we plan for the future of our developer platform we want to learn more from our academic community. What tools and resources would make it easier for you to conduct research with Twitter data, and what should we consider building?

  1. See what other ideas have been submitted and vote for ideas you like.
  2. If you have an idea that isn't already listed, create a new post.
  3. Include only one idea per post.

To start, we have added in a few ideas that have been suggested by developers in the past. Please vote or comment on those, if they reflect your own vision.

Thank you for participating!


  1. Extend Historical Data For Academics

    Academics should receive increased access (beyond seven days) to historical data. The seven-day limitation severely limits academic inquiry and is a primary driver behind extravagant costs for those using Twitter data in their research.

    117 votes
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    acknowledged  ·  12 comments  ·  APIs & Tools  ·  Flag idea as inappropriate…  ·  Admin →
  2. Raise Rate Limits For Academics

    Academics should not be burdened with the same rate limits as those who access the APIs for commercial means. Lifting these rate limits would significantly increase the rate at which data could be gathered, creating cost and time efficiencies for those using Twitter data in their research.

    74 votes
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    acknowledged  ·  1 comment  ·  APIs & Tools  ·  Flag idea as inappropriate…  ·  Admin →
  3. API account for Academia/Social Good

    In addition to standard, premium, and enterprise API accounts, I hope there will be an option for Academia/Social/Non-Profit accounts. As a graduate student, it would be very exciting to have access to free/affordable large datasets.

    87 votes
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    acknowledged  ·  4 comments  ·  Flag idea as inappropriate…  ·  Admin →
  4. Add an API to retrieve Tweet threads

    I request the Twitter to allow access to all the replies of a tweet (all the conversations of a thread). It would be very useful for academics working in user behavior analysis, argumentation mining, hate speech detection because comment or reply reflects the actual thought process of a replying user.

    43 votes
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    acknowledged  ·  4 comments  ·  APIs & Tools  ·  Flag idea as inappropriate…  ·  Admin →
  5. Informed Consent API

    Implement an API / Bulk access call to notify users that their tweets were / are used in a study, with the option to opt-out, or opt-in to more information from the researcher. Maybe a DM with links to IRB / Home Institution / Researcher contact details?

    Ideally, i'd like to notify and ask permission from people - in the past, i've implemented this as a Twitter list, adding people to give them some notification - but this doesn't give people an easy opt-out.

    Given the number of times data is used, maybe an equivalent to the list of advertisers…

    38 votes
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    acknowledged  ·  5 comments  ·  APIs & Tools  ·  Flag idea as inappropriate…  ·  Admin →
  6. covid-19 related datasets of tweets

    Given the current need for data around covid-19 would you consider making relevant datasets containing tweet contents available now, possibly with some relaxed redistribution terms. There is a previous idea for datasets in general but right now there is a need for this data. Several groups are publishing different ID datasets but then anyone wanting it is having to pull down 70-300M matching tweets, that's going to be a load on your APIs and is slowing down access. I put a related topic up on the dev forums https://twittercommunity.com/t/covid-19-related-dataset-availability/136030

    4 votes
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    0 comments  ·  APIs & Tools  ·  Flag idea as inappropriate…  ·  Admin →
  7. crear api

    No puedo tener una api y la necesito para hacer una PoC para la empresa, se esta usando para hacer análisis de sentimientos

    1 vote
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    acknowledged  ·  1 comment  ·  APIs & Tools  ·  Flag idea as inappropriate…  ·  Admin →
  8. Require Statement of Ethics from Academics

    Academic researchers should have to submit a statement of ethics declaring their work with Twitter data will not be harmful to oppressed and marginalized people, who are disproportionately harmed by unethical data research practices. Twitter should also make the statements available to the wider community so other folks can learn from them or get ideas for modeling their own statements.

    25 votes
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    acknowledged  ·  1 comment  ·  General features  ·  Flag idea as inappropriate…  ·  Admin →
  9. Twitter Archive Download

    At the moment there appear to be two archive downloads. One from the Account page and another from the Your Twitter Data page. The first comes as a zip file with a nice index.html viewer. The second includes a lot more data but lacks a viewer. It would be useful if these options were combined into a single archive download that contains a usable viewer for the complete data.

    This is important for archives that would like to accept snapshots of user's social media content for preservation and research.

    21 votes
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    acknowledged  ·  2 comments  ·  General features  ·  Flag idea as inappropriate…  ·  Admin →
  10. Add accurate data on Replies and Likes to the Search API

    In the current search API, the only form of engagement for which scholars currently get accurate metadata is RTs. There is no metadata field for Replies and the field for Likes does not return the number of times a tweet has been liked by other users. This information would be very valuable for academics, especially considering that the use of the "Like" button by users has increased substantially.

    22 votes
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    1 comment  ·  APIs & Tools  ·  Flag idea as inappropriate…  ·  Admin →
  11. Twitter Fellowship Program

    In order to increase the engagement of Twitter with academic community, a fellowship program could be a valuable strategy. Basically what a I propose is that Twitter can have a program in which invites researches and academics to submit project ideas using the Twitter Data. Twitter will be then select the best ones to provide support (giving exclusive data access, internships, scholarships for PhD students, etc) in the areas required by the project. This of course can be (please!!!) a parallel initiative to the expansion of access for academic purposes. This is not a new idea. Facebook already have something…

    20 votes
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    acknowledged  ·  0 comments  ·  General features  ·  Flag idea as inappropriate…  ·  Admin →
  12. Predefined datasets

    I'd like access to predefined datasets that provide ideas for my research and make it easy to get started.

    19 votes
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    acknowledged  ·  3 comments  ·  APIs & Tools  ·  Flag idea as inappropriate…  ·  Admin →
  13. Give access to the search query log

    Important data to understand user intentions and information needs.

    18 votes
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    acknowledged  ·  3 comments  ·  Additional data types  ·  Flag idea as inappropriate…  ·  Admin →
  14. New endpoint for detecting whether tweets are still live

    If you have a large collection of tweets it can be unwieldy to use the API to detect which tweets have been deleted - beyond complying with Twitter's own terms of service this is also necessary to respect a users agency over their own content. When a tweet or tweets are no longer available can also have an impact on what and how the results of academic research can be reported.

    When sharing a dataset of tweet ids, you can also spend a lot of time trying to hydrate tweets that have mostly been deleted.

    It would significantly simplify this…

    16 votes
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    acknowledged  ·  4 comments  ·  APIs & Tools  ·  Flag idea as inappropriate…  ·  Admin →
  15. Location Data

    A lot of researchers in the health field utilize location data to understand trends within a defined area. This is important when studying twitter data in relation to epidemics. However, it seems currently it's not possible to access geo-location data thus hindering this process.

    Kindly add geo-location data to the Twitter API

    16 votes
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    acknowledged  ·  3 comments  ·  Additional data types  ·  Flag idea as inappropriate…  ·  Admin →
  16. Allow API access to tweets from suspended accounts

    For research focused on still-existing troll farms, it's critical to have access to tweets of accounts Twitter already suspended.

    As troll farms:
    1) are highly skillful in pushing legit users to breaking Twitter rules (and therefore to become suspended)
    2) frequently experience suspension of their own accounts
    3) when creating new accounts, tend to refer to their previous accounts to easier regain followership

    Currently, conversations with heavy involvement of troll farm accounts look like this:
    https://twitter.com/pj1m6y2z1fmwdn7/status/1151811700557045761

    This Tweet is from a suspended account. Learn more
    This Tweet is from a suspended account. Learn more
    (single live tweet)
    This Tweet is…

    4 votes
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    started  ·  1 comment  ·  APIs & Tools  ·  Flag idea as inappropriate…  ·  Admin →
  17. A more transparent application process, with the option for appeal

    Currently, the Twitter Developer application process can result in an application being rejected without explanation, with no option for appeal or reapplication from the same Twitter account. Being more transparent about the reasons for rejection, as well as allowing people to appeal or reapply, is likely to lead to more clarity on the actual rules of the Twitter Developer application process as well as healthier community engagement.

    18 votes
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    acknowledged  ·  1 comment  ·  General features  ·  Flag idea as inappropriate…  ·  Admin →
  18. Nominate non-profit intermediaries for Firehose and other complete data APIs

    Take part in Social Science One (https://socialscience.one/ ) and/or work with other non-profit intermediaries such as academic libraries and data providers (for example GESIS in Germany) for Firehose access or access to the complete follow network or other large scale data. They have the most experience when it comes to researchers' needs and can act as a trustworthy partner when it comes to protecting user privacy and the like.

    17 votes
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    acknowledged  ·  0 comments  ·  APIs & Tools  ·  Flag idea as inappropriate…  ·  Admin →
  19. Twitter Engagement

    Currently, the Twitter API allows one to capture data on the number of likes, retweets, and replies for each tweet. However, this does not represent total engagement as it is missing data such as link clicks, profile clicks, detail expands, etc.

    In order for researchers to understand what tweets gain most engagement, it is crucial to get the 'Total Engagement' data and impressions data for each tweet. This will help researchers understand specifically what type of content gets the highest engagement and accordingly tailor health messages.

    14 votes
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    1 comment  ·  Additional data types  ·  Flag idea as inappropriate…  ·  Admin →
  20. Understanding best practices for using Twitter data for research

    I would like to use Twitter data as a referenced source for my research, however I don't know the guidelines and best practices for making sure I'm getting a reliable result or signal. Please give me a process to follow for ensuring I'm getting what I need.

    14 votes
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    acknowledged  ·  0 comments  ·  Documentation & Resources  ·  Flag idea as inappropriate…  ·  Admin →
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