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ProPublica’s Craig Silverman explains how to bulk archive pages, compare changes, and see when elements of a page were archived.

The previous edition of Digital Investigations offered advice for getting the most out of the Wayback Machine. Now I’m back with even more tips, thanks to an interview with Mark Graham, director of the Wayback Machine.

He pointed to a few features I forgot to mention along with one I wasn’t aware of. We also talked about the challenge of archiving social media content.

The Wayback Machine is run by the Internet Archive, a 27 year-old nonprofit dedicated to providing universal access to all knowledge. “We are a digital library,” Graham said.

As a library, it has patrons instead of users, he said. Let’s look at some useful features for journalist and researcher patrons.

1. View and Compare Changes

The Changes feature lets you compare different versions of the same archived page and see the differences.

“Maybe a journalist is writing a story showing how a content material on a webpage has changed over time,” Graham said. “In that case, they would need to know about the Changes feature of the Wayback Machine, where you can compare the material on one URL on two different points of time.”

The Changes feature is accessible from the top menu of any archived page you’re browsing in the Wayback Machine:

wayback machine track website changes

Image: Screenshot

You can also load it directly with this URL format:

Place the URL you want to compare after and it will bring up a page that shows year by year archive grids:

wayback machine website archive calendar

Image: Screenshot, Wayback Machine

Each shaded square corresponds to a page capture, and the color legend indicates which days may have significant changes. Select two captures and then click the “Compare” button at the top of the page. You get a side-by-side view of the captures.

I chose a page from early March 2023 (left) and one from early January 2022 (right). The comparison showed that the New York Times corporate page about its journalism had updated the footer menu options and text:

Wayback Machine side-by-side comparison website archive

Image: Screenshot, Wayback Machine

2. Use ‘About this Capture’ to Verify Page Elements

The basic description of the Wayback Machine is that captures and stores archives of webpages. The reality is a little more nuanced.

“The web is messy, the web is constantly changing,” Graham said. “And when I say constantly changing, it can also be dynamic.”

I asked him how confident we can be that the archive shows exactly what was on a page at the date and time listed in the Wayback Machine. The short answer is that, yes, you can have confidence. But elements of an archived page can be drawn from different archived material, each with its own timestamp. This is where the nuance comes in.

The Wayback Machine has a feature that lets you view the timestamps of different elements on a page. You access it by clicking on the “About this capture” button in the upper right-hand corner of a page capture:

Wayback Machine About this capture function

Image: Screenshot

Using as an example, here’s what we get:

Wayback Machine saved URLS

Image: Screenshot, Wayback Machine

Even though the page was archived on Oct. 20, 2021, the capture pulls some elements from more recent archives. Most of the page elements listed above are images that make up the page template. A couple of the files are JavaScript and CSS. Graham explained that the Wayback Machine pulls from different images, JavaScript, and CSS files to make the page when you view it.

“When we replay a page, we actually take and gather together each of those page requisites represented by its own URL with its own archive, and we put them together,” he said. “One of the challenges is that each of those objects could be archived at a different time in date.”

For example, the main photo at the top of the page (“17XP-PULITZERS2-superJumbo-article.jpg”) was pulled from a a capture taken 8 days prior to me loading the archive. If that photo/file is important to your investigation, you’d want to check its archive page to see if it’s changed over time, or to look for a capture closer to the target date. But as long as that file has remained the same over time, you’re OK.

New York Times corporate page archived

Image: Screenshot, New York Times corporate website

As a general but not absolute rule, the body text on a typical webpage is not pulled from a separate page or file. It’s therefore less likely to be affected by this dynamic. But the safest option is to check “About this capture” and make sure that the text, images, or other element on the page capture you’re citing are consistent with the date you’re interested in.

3. Bulk Archive URLs Using Google Sheets

Graham reminded me that you can bulk upload URLs for archiving using Google Sheets. The process is pretty simple. First create a Google Sheet with a single column that lists the URLs you want to archive. Then go here to connect your Google account to your account.

Image: Screenshot, Internet Archive

Once that’s completed, you’ll see this screen. Click on “Archive URLs.”

Image: Screenshot, Internet Archive

Now you can insert a link to your Google Sheet containing URLs you want to archive.

Image: Screenshot, Internet Archive

Since you connected to your Google and accounts, all of the captures will be stored in your account for easy retrieval.

“That feature came about because my wife once asked me, ‘Mark, how can I easily archive a bunch of URLs?’” he said.

Graham worked with engineers at the Internet Archive to make it happen.

4. Email Your Feedback and Requests

“Many, many, many features of the Wayback Machine exists today because a patron asked for them, a patron asked a question, or made a suggestion or recommendation,” Graham said. “We really appreciate requests and questions.”

He encouraged people to email

“We receive hundreds of emails a day and we have a team of people that review them and respond to them,” Graham said. “I personally respond to the ones about the Wayback Machine that can’t be handled by the first level of response.”

He especially encouraged journalists to reach out if they have questions or requests.

Bonus Info: Archiving Social Media

Power users of the Wayback Machine know it ranges from difficult to impossible to archive social media content there. This has less to do with the its functionality and limitations, and more to do with how companies like Meta try to thwart scraping.

Here’s what Graham said about why it’s hard to archive content from social media:

Just as some other websites are more challenging to archive than other websites, in particular Facebook and Instagram represent challenges. They take active measures to try to prevent various kinds of automation, including scraping. If you go to the Facebook site, for example, there’s a section about web scraping where they talk about the staffing they have dedicated to efforts to prevent web scraping and web archiving.

We work respectfully with the web. This isn’t our material. As a library we work to make material generally available. So in the case of Facebook and Instagram, we do try. And we we think it’s completely appropriate for us to archive publicly accessible information. So this would be say, for example, the public Facebook pages of the communications departments of the country of Ukraine or China.

One piece of encouraging news is Graham said the Wayback Machine is “actively working with several media organizations” to try and improve social media archiving. Hopefully things improve soon.

This post was originally published in Craig Silverman’s Digital Investigations Substack newsletter and is reprinted here with permission.

Additional Resources

My Favorite Tools with BuzzFeed’s Craig Silverman

5 Online Search Tools to Make Journalists’ Lives Easier

Tips for Using the Internet Archive’s Wayback Machine in Your Next Investigation

Craig Silverman is a national reporter for ProPublica, covering voting, platforms, disinformation, and online manipulation. He was previously media editor of BuzzFeed News, where he pioneered coverage of digital disinformation.

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