Scrape a Thread of Tweets


Scraping a whole thread of tweets into a data structure (e.g. JSON) might be easier than you think if you don’t use the Twitter API.

Some days ago I was reading through my Twitter feed and stumbled in an interesting thread by Corey Quinn (@QuinnyPig), this is where it starts:

The thread is very interesting as it contains tweet-sized suggestion about speaking in public and the like. I was intrigued by the idea to have some kind of automatic “suggestion of the day” somewhere, e.g. provided by a Telegram bot. Of course, I would have to get all the suggestions in a suitable place/format before going on, so here we are.

The slow, clean and correct way

Not much to say, the slow, clean and correct way to get the thread of tweets would be consuming the Twitter API.

Alas, it’s not straightforward as you’re required to apply for credentials, answer a bunch of questions and wait for approval. So yes I did that, but I’m waiting.

Just as a side note, one question you have to answer is whether your application or output data will be available to the government. As I code mostly open source stuff that anybody can take from GitHub, and not knowing which specific government they’re talking about, I thought it fair to just state that yes, it will be available to the government. I’m not sure that’s what they meant, but words have a meaning, folks.

The quick, dirty and brittle way

So I’m back at square one, wanting to get hold on that thread before the world crumbles (which I think we should fear much these days). What to do about it?

I remembered that there are apps (actually, Twitter bots too) that allow you to produce a page out of a thread of tweets. The first one I stumbled upon is Thread reader, which happily contains the whole thread as a page. (For good measure, I also saved that page locally). So why not scrape the thread from there?

Before going on, a word of caution. This way is:

  • quick, because we just have to read data from a page;
  • dirty, because using the Twitter API is the clean way to do this;
  • brittle, because the structure of the page in any of those thread unrolling applications/bots is subject to change at the developer’s will and likely to break everything I’m writing here without notice.

You have been warned.

The page structure

It turns out that the Thread reader application output is extremely scrape-friendly: all tweets in a thread are put in their own individual div block, each of them with a unique identifier of the form tweet_N (N here indicates the sequence number of the tweet in the thread, i.e. 1, 2, and so on).

For example, this is the very first tweet:

<div id="tweet_1" data-screenname="QuinnyPig" data-tweet="1215710451343904768" class="content-tweet allow-preview" dir="auto">
Okay. For every retweet this gets (TO A POINT!) I'll add a thought / tip / observation about speaking at conferences.
<sup class="tw-permalink"><i class="fas fa-link"></i></sup>

Anything that allows us to traverse the page’s Document Object Model (or DOM as a shorthand) will be fine!

A script to scrape it

The following script scrapes the tweets out of the page:

In case you don’t see the script above, you can find a local version here.

The script itself is fairly straighforward. After the boilerplate to import all relevant helpers from the excellent Mojo web development toolkit (part of the Mojolicious distribution), we first make sure to get the page’s DOM, either from a locally saved copy, or directly from the URL (either one provided as a command-line parameter):

my $ua    = Mojo::UserAgent->new;
my $input = shift @ARGV;
my $dom =
    $input =~ m{\A https?:// }imxs
  ? $ua->get($input)->result->dom
  : Mojo::DOM->new(Mojo::File->new($input)->slurp);

Then, we collect all tweet’s contents in a @tweets array, iterating over the DOM and looking for all div blocks that have an identifier that starts with the string tweet_:

my @tweets;
$dom->find('div[id^=tweet_]')->each(sub { push @tweets, $_[0]->content });

The chaining interface is so nice.

Last, we only have to print out the JSON encoding of the array:

say j \@tweets;

And this is really all!

This was the first step

Of course this step only allowed me to get the right data in some structured way that I can later use in my bot. Which will be - hopefully - material for additional posts in the future.

In the meantime, please let me know what you think in the comments below!

Comments? Octodon, , GitHub, Reddit, or drop me a line!