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. Higher tweet volume cap for pre registered studies & quarterly volume cap period

    Current tweet volume for academic research is high. But sometime a need may arise to access larger volume of data. This may not happen throughout the year, but at some point in the research cycle. To support this need:
    1) Cumulative volume cap can be kept for four months or six months instead of per month.
    2) Certain research projects where the objectives are well defined and transparently reported through means like pre-registration of studies, higher volume access may be granted, through certain means.

    1 vote

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    0 comments  ·  General features  ·  Flag idea as inappropriate…  ·  Admin →
  2. Search Users powerful endpoint

    I would love to have an endpoint which will allow me to search for accounts based on criteria like keywords in bio, location, min follower count, etc.

    1 vote

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    0 comments  ·  APIs & Tools  ·  Flag idea as inappropriate…  ·  Admin →
  3. List of tweet response structure

    Instead of returning two differents objects "data" and "includes" when calling endpoints like search tweets, it would be much simplier to have all the data inside one object.
    Currently we have :

      {
    
    data:[
    {
    // tweet 1
    },
    {
    // tweet 2
    }
    ],
    includes:{
    users:[
    {
    // user 1
    },
    {
    // user 2
    }
    ]
    }

    better solution would be :

      {
    
    data:[
    {
    // tweet 1
    // user 1
    },
    {
    // tweet 2
    // user 2
    }
    }

    4 votes

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    1 comment  ·  APIs & Tools  ·  Flag idea as inappropriate…  ·  Admin →
  4. Timestamps!

    Measuring change over time is a fundamental research design. Having timestamped data on follows (A follows B at t) and likes (A likes X at t) would be immensely valuable alongside existing timestamped data on tweets and retweets.

    1 vote

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    0 comments  ·  Additional data types  ·  Flag idea as inappropriate…  ·  Admin →
  5. 2 votes

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    1 comment  ·  APIs & Tools  ·  Flag idea as inappropriate…  ·  Admin →
  6. for research

    Real-time Stock Predicate

    1 vote

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    1 comment  ·  APIs & Tools  ·  Flag idea as inappropriate…  ·  Admin →
  7. 2 votes

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    0 comments  ·  General features  ·  Flag idea as inappropriate…  ·  Admin →
  8. Allow researchers to have more than one academic research project in progress at a time

    Academic researchers often have multiple projects in development at one time, often surrounding the same topic and/or use case. Allowing researchers to have multiple research projects at once or to close out their single project and apply for a new one would help researchers to harness Twitter's data and derive insights more efficiently.

    8 votes

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    3 comments  ·  APIs & Tools  ·  Flag idea as inappropriate…  ·  Admin →
  9. Obviously privacy is a big i issue right now. So I propose we have a function that will hide things we don’t want to show all the time.

    Privacy features for example on a public account being able to hide my followers or vice versa. Privacy screens like they have on Reddit for porn. It would be nice to tweet from my account stream with Porn being blurred when it needs to be blurred.

    1 vote

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    0 comments  ·  General features  ·  Flag idea as inappropriate…  ·  Admin →
  10. Allow academic research on deleted tweets/ suspended accounts

    Twitter’s terms of service requires us to delete tweets we have collected when they are removed from Twitter. This makes academic research on certain topics practically impossible, as continually monitoring whether a tweet is still present is unfeasible, and much time could be spent on research that would to be have to have to be abandoned because using the data would violate Twitter’s terms of service. Could an exception requiring the deletion of tweets to the terms of service be made for academic research?

    9 votes

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    2 comments  ·  APIs & Tools  ·  Flag idea as inappropriate…  ·  Admin →
  11. Allow access to the "friends" of suspended accounts

    I would like to study who networks of bots tend to follow, but since they are quickly suspended this data doesn't seem to be available anywhere.

    8 votes

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    0 comments  ·  APIs & Tools  ·  Flag idea as inappropriate…  ·  Admin →
  12. Historically Accurate Friend, Follower, Status Count

    It is often useful to know when an account gains new followers or followers new accounts. If a researcher queries a user, Twitter returns the number of followers or friends at the time of the query. That makes sense. If, however, I query a tweet, such as by asking for a user's 3200 most recent tweets, each of those tweets will show me the number of followers , friends, or tweets at the time of my query, not the time of the tweet authorship. The only way to get the true number of followers, friends, or statuses when a tweet…

    6 votes

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    0 comments  ·  APIs & Tools  ·  Flag idea as inappropriate…  ·  Admin →
  13. Provide a way to retrieve quote tweets

    If I have a set of tweet IDs, I do not believe there is a natural way of collecting quote tweets of those tweets using the Twitter API v1 or v2. This limits the ability of me and other researchers to fully study things like political dialogue, polarization, and interactions with political elites.

    I believe it may be possible to retrieve quote tweets by searching tweet text for mentions of the tweet IDs, since quote retweets technically contain a URL pointing back to the quoted tweet. However, I do not think that is obvious to many API users, even if…

    10 votes

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    0 comments  ·  APIs & Tools  ·  Flag idea as inappropriate…  ·  Admin →
  14. Make Twitter Labels visible in JSON payload

    Twitter has launched some labels for Tweets that contain misleading information. For example, under those suspicious tweets, a label named as "Get the facts about.." will show up. However, these labels are not visible in the current json file. These labels are actually pretty interesting and valuable features because we can study the impact of it on the cascade of the misleading information, which will contribute to the current information cascading literature.

    2 votes

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    1 comment  ·  APIs & Tools  ·  Flag idea as inappropriate…  ·  Admin →
  15. 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…

    18 votes

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    started  ·  4 comments  ·  APIs & Tools  ·  Flag idea as inappropriate…  ·  Admin →
  16. We need an API to validate our bot/troll detection techniques.

    What I would like is the ability to use an API to alert Twitter to the presence of malicious actors interfering in elections. Ideally, it would be process whereby we crowd source and gamify the detection pieces, with Twitter's decision to suspend (or not) as the ultimate validation determining who is best at the game.

    Recently, I sent 500 Canadian election Twitter IDs our model saw as bots/automated to a third party scholar: Kurt Wirth <kurtawirth@gmail.com>. I asked him if I could share his response to what I sent, he said yes. His response is below:

    ---------- Forwarded…

    7 votes

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    acknowledged  ·  0 comments  ·  APIs & Tools  ·  Flag idea as inappropriate…  ·  Admin →
  17. EU- VAT Invoices

    As a student doing research at an EU University and I need to have VAT invoices to be reimbursed. Can VAT invoices be added as an option for premium billing?

    2 votes

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    acknowledged  ·  0 comments  ·  Documentation & Resources  ·  Flag idea as inappropriate…  ·  Admin →
  18. Include citation score and impact factor for research papers tweeted and let governing bodies of academic research acknowledge the same

    Let researchers publish their paper via twitter editorial board. Hope it will be sooner than the existing lazy editorial boards of journal biggies.

    Give impact factor citation scores. Let the agencies that govern the academic policies involve twitter citations in their agenda.

    2 votes

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    acknowledged  ·  1 comment  ·  Documentation & Resources  ·  Flag idea as inappropriate…  ·  Admin →
  19. Twitter's Platform and Policy Change Log

    Knowing when the User Interface (ie Feature Addition/removal), Policy adjustments (curation, etc), interaction options (SMS, Web, App etc) and other events (ie mass bot removal) occur with the platform doing any type of analysis can be affected if they intersect with an analysis. Having access to a log of when these changes roll out and are implemented would help with narrowing down possible affect on our research.

    5 votes

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    acknowledged  ·  0 comments  ·  Additional data types  ·  Flag idea as inappropriate…  ·  Admin →
  20. Twitter "data library"

    Idea: The content of the Twitter "data library” to provide data about topics in high demand among researchers and enables to assess a variety of subtopics.

    Example: I’m studying about tweets of an election to understand the population and presidential candidate sentiment on green card and public assistance. My first stab API query would be “election”, “green card”, and “welfare”. The larger topic here would be the US Presidential Election. Instead of posting the specific API request, the Twitter "data library” (hypothetically) would already have a substantially sized dataset of all the tweets related to the US Presidential Election.

    Even…

    6 votes

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    acknowledged  ·  0 comments  ·  Additional data types  ·  Flag idea as inappropriate…  ·  Admin →
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