IS THIS TWITTER ACCOUNT A BOT HOW TO
IS THIS TWITTER ACCOUNT A BOT FULL

For instance, theyвЂ™ll likely have direct access to data about when accounts followed/unfollowed other accounts, name changes, Tweet deletions, and perhaps even the IP addresses of clients connecting to Twitter. The data that Twitter themselves have access to puts them in a much better position to find patterns associated with bots. Saying that, I canвЂ™t help but feel like IвЂ™ll never operate at a level above вЂњhobbyistвЂќ.

IS THIS TWITTER ACCOUNT A BOT HOW TO

And figuring out how to retrieve the data you need while working under these restrictions is often a nice challenge. Regardless of the numerous restrictions, working with the Twitter API is fun. You can retrieve an integer corresponding to the number of times a Tweet has been liked or Retweeted, but youвЂ™d have to perform additional queries to get a list of users or Tweets associated with that action.

At the time of querying, IвЂ™d like to see how many replies a Tweet has accrued. This prevents a script from iterating through nested quote Tweets without performing multiple queries and, yeah, you guessed it, hitting the rate limit wall.

IS THIS TWITTER ACCOUNT A BOT FULL

In the case of a вЂњQuote TweetвЂќ, you can access a static representation of the quoted Tweet, but not the full Tweet object.

As I mentioned in a previous post, some objects arenвЂ™t returned as you might expect.

This is a more targeted approach, and ends up being more useful than listening to a ton of noise in most cases. Alternatively, and this is the method I use, you can listen to a stream based on a set of search terms. You can, however, listen to a stream of 1% of all Tweets. That stream is referred to as вЂњthe firehoseвЂќ, and Twitter only grants a few customers access to it.

You canвЂ™t listen to a stream of all Tweets that are happening.

And that would be expensive, if it were even possible, butвЂ¦ In order to see back past 7 days, youвЂ™d have to save all Tweets, all the time. This prevented me from creating a tool to retrieve the first Tweet that contains a specific string, URL, or hashtag (which would be useful for forensic purposes).

Searches will only retrieve data from the last 7 days.

Likewise, if you want to iterate Tweets published by a specific user, the API will only return about 3,200 items, even if the userвЂ™s Tweet history contains more. The API only let me retrieve the most recent 5000 followers. A while back I tried to retrieve lists of followers for TwitterвЂ™s top 100 most followed accounts (all of which have millions of followers). The number of results returned by queries is capped.Rate limits almost completely destroy oneвЂ™s ability to create forensic tools that iterate follower/following lists looking for associations between accounts (that can sometimes be useful for mapping out bot networks.) These rate limits vary depending on what it is youвЂ™re trying to do. The Twitter API imposes rate limits on every action you can perform.And if theyвЂ™re like me, theyвЂ™ll probably put a great deal of time and effort into figuring out if they can circumvent those restrictions. While seemingly powerful at first, developers will inevitably bump into one of the many restrictions imposed on usage of TwitterвЂ™s API, likely not all that long after they start using it. As an example, IвЂ™ve been using TweepyВ to write Python scripts that work with Twitter data. The Twitter APIВ provides developers with a clean and simple interface to query TwitterвЂ™s objects (Tweets, users, timelines, etc.) and bindings to this API exist for many languages. Twitter is by far the easiest social media platform to work with programmatically.

Is this twitter account a bot