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How to crawl facebook data


How to scrape Facebook data

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Crawling your Facebook friends’ data | by Ali Raza

Making Data Science Fun

Write a crawler to get your Facebook Friends’ online activity

Crawling Facebook is against Facebook’s policy unless you have express written permission. Following post is just meant for educational purposes. I do not encourage anyone to crawl Facebook.

There is tons of information publicly available on social networks, which, sometimes we even forget exists. In this tutorial we will learn how to get some of the publicly available information on Facebook platform, allowing us to perform exploratory data analysis. That includes (but not limited to) detecting a user’s sleep patterns, online activity patterns, social network graphs, chat history, and different associations in the data.

This post is divided into two sections:

  • Downloading personal Facebook data
  • Crawling Facebook friends’ data

Facebook keeps tons of information on us, which goes all the way back to when we first started to use the social network. You can download your own archive of this information if you want to see what Facebook knows and for getting insights from the data.

Getting a copy of your personal Facebook data is very easy. Here’s how you can do that:

  • Go to Facebook.com/settings
  • Tap “Your Facebook Information” and then “Download Your Information”
  • Check all the information you want to download and tap “Create file”
  • It might take a few minutes, but Facebook will alert you when your archive is ready.
  • When it is, you can click “Available files” and then “Download”, and a zip file will download to your computer.

You can see all of your private and public information, your message threads, and a lot of other stuff in the downloaded file.

Facebook Graph API endpoints related to friends’ data were closed permanently because of changing privacy policy.

Getting friends’ data is not very straightforward anymore. In light of Facebook’s promises to protect their users data, Facebook has been continuously revising its Graph API, especially after the Cambridge Analytica debacle.

As a result, several Graph API endpoints have been closed completely including the endpoints related to friends’ information.

So no Graph API access means No access at all? Not exactly. We can still access the (publicly available) data using web browsers which means we can employ crawling tools to extract the information we need.

Let’s get straight to the job without further boring explanations!

1. Install Required Tools for Crawling

We will be using the following tools/technologies for the purpose:

  • Python 3.5
  • Selenium 3.14
  • Chrome Web Browser
  • Chrome Driver

Install Virtual Environment (optional)

This step is optional but I would suggest you to create a python virtual environment for our project so that we don’t pollute global python environment. If you have Anaconda installed on your Ubuntu/Linux machine you can use conda command to create a python virtual environment:

$ conda create -n py35_fb python=3. 5
$ source activate py35_fb # activate conda environment

There are few other ways to create a python virtual environment but explaining those is not the intention of this post.

Install Selenium

In our virtual environment, we can install selenium using pip:

pip install selenium==3.141.0

Download Chrome Driver

Because we want to run headless selenium (without GUI), we need to download Chrome Driver. Let’s download it, unzip, and place the chromedriver file from extracted folder in the working directory. We will be using this later for initializing headless version of selenium.

Please make sure that you download the compatible version of Chrome Driver for your Installed Chrome Browser.

2. Crawling Friend’s Online Activity

We can find out the list of online friends either from Messenger’s web interface or from Facebook Mobile’s buddy page. In this tutorial, we will be using Facebook Mobile interface.

If you are new to crawling, I suggest you to read some introductory article about crawling like this one. Following is the image of how the buddy page looks like. The pictures and names are blurred for privacy reasons.

Figure 1: Facebook Mobile’s Buddy Page showing a list of Online Friends

Let’s see the HTML source of the page and find out where our required information exists in the page.

Following is the structure of the HTML source of the page. For the sake of understanding, I have excluded unnecessary content of the page.

<html>
<body>
...
<div>
...
<div>
...
<strong>
John Doe
</strong>
...
</div>
...
<div>
...
<div>
...
<strong>
Jane Doe
</strong>
...
</div>
...
</div>
...
</body>
</html>

We can see from the structure of the document that strong tag inside the div tag (with class ‘content’) contains the information we need.

Tip: You can use Chrome Dev Tools to analyze the HTML source of any page in Chrome.

That’s all the information we need for our purpose, now let’s get to the interesting stuff.

Let’s initialize selenium browser using the following piece of code:

Don’t forget to replace the value of chrome_driver_ex variable with correct path to chromedriver file. If above code is executed without errors, headless (without GUI) selenium browser should be opened successfully.

Note: Facebook blocks your account if there are several unsuccessful login attempts from unknown location.

Now we need to load the buddy list page and extract the required information. But before that, we need to login to our Facebook account. There are a few very important steps we need to take care of:

  • Disable two factor authentication otherwise it will hinder our login process.
  • Facebook blocks your account if there are several unsuccessful login attempts from unknown location. It’s important that we first login into Facebook from the chrome browser in the machine we are using, so that Facebook trusts the location.

It’s of course possible to automate the authorization step required for login from unrecognized locations using selenium but that is more complicated and out of scope of this tutorial.

Next step is to analyze the structure of the buddy page to find out how we can fill the login form. I have already analyzed the structure of the login page for you, so we can skip to the code for login:

If above code works without errors, you can head into your working directory to see the logged_in.png image showing successful login.

But it’s very possible that you encounter some problems resulting in failed login. Let’s list down some of the possible causes.

  1. Facebook blocked the login attempt because of unknown location or two factor authentication as discussed previously in the tutorial, or because of some other security reason. Seeing the logged_in.png should give you the idea of what is the problem.
  2. If your internal connection is slow and you did not put enough wait for the the login page to reload, required elements cannot not be found.
  3. If Facebook changes the source of the page (e.g changing the name attribute of login button), required elements cannot not be found. You will need to find the correct elements you need by analyzing the structure of the HTML document.

Assuming that the login was successful, we can load the buddy list page and get a list of online friends. We can use XPath to get the required elements of the document using the following code:

That’s all it is. “names” is a list of available online friends at the time of crawling. We can load the page every half an hour (or more frequently) to get and store the list of online friends at a particular time and use the data later for the exploratory data analysis.

User’s online status is just a tiny bit of information compared to what’s available online and we can use the same crawling techniques to scrap other information. This article is also a reminder to us that how much of our information is available online.

I hope this post was helpful for your work and research. If you have any questions, feel free to write a comment below.

Read related stories:

  1. Crawling your Facebook friends’ data
  2. Analyzing Online Activity and Sleep Patterns
  3. [Coming Soon] — Analyzing my Social Network Graph

How to save and transfer a profile from Facebook and Instagram to another social network

You can transfer data from Facebook in a semi-automatic mode to four platforms. The platform is a service to which you want to transfer your information from Facebook:

VKontakte, at the request of users, has added the ability to save materials from Instagram: vk.com/instagram_manager.

To transfer pictures, just enter your username on Instagram or enter a link to your account. They will be included in the closed album "Instagram", but privacy can be changed at any time. nine0003

In the future it will be possible to use the archive. Then the video will also be saved (in the "Video" section), as well as Reels (in the "Clips"). All materials will be visible only to you. So have time to download a file from Instagram with all the information.

  • Google Photos
  • Google Docs
  • Dropbox
  • Koofr
Before moving on, let's determine what information is on the social network

What information Facebook stores

0025 View your information allows you to see all your profile data in one place. We also offer a range of tools and resources to help you verify and control your information on Facebook.

Note. If you would like to download a copy of your Facebook information, check out the Download Your Information tool.

What can you learn about your profile using the View Your Information tool?

The View Your Info tool provides a summary of your Facebook profile that you can see in one place at any time. In the Your Information section, we've divided this information into categories to make it easier for you to find the information you're looking for. nine0003

  • Your actions on Facebook
  • Personal information
  • Friends and subscribers
  • Data magazines
  • Safety and information for entering
  • and sites outside Facebook
  • Information on advertising

    0 9000 in our political explains in detail how we collect and use your information, with whom we share it, and how long we keep it. It also describes your rights and their scope, and explains how we process and share your data as part of our global services. nine0003

    To check your Facebook information (eg recent activity), go to Your Facebook Information in Settings. Below is an instruction on how to go on your own, or you can use direct links and follow them, they are after the instructions.

    To view your Facebook information:

    1. Click the

    icon in the top right corner of the Facebook window.

    1. Click Settings and privacy and then Settings .
    2. Click Your information on Facebook .
    3. Navigate to the information you want to check and press View .

    The following tools and resources are available in Your Facebook Info settings:

    • View My Info is a summary of your Facebook data that you can see in one place at any time. We have divided this information into categories to make it easier for you to find the information you need. nine0012
    • Transfer a copy of your information is a tool that allows you to copy photos, videos, publications and other information to another device.
    • Download your information is a tool that allows you to download a copy of your data on Facebook. You can download all the information at once, or select the categories and date ranges you want. Learn more about uploading your information to Facebook.
    • The activity log is the history of activities on your Facebook profile. In the activity log, you can see and manage the content you've shared (posts you've commented or liked, apps you've used, and content you've searched for) and manage it. Learn more about the activity log. nine0012
    • Off-Facebook Activity is a tool that allows you to view or clear activity information from companies and organizations that you have visited off-Facebook. This information is only available in the main profile.
    • Information Management is a tool that allows you to manage your information on Facebook and find answers to common questions.
    • Deactivation and Deletion is a setting that allows you to temporarily deactivate your account or permanently delete it. nine0012

    How to transfer a copy of your information to another platform

    You can select the platform to which you want to transfer a copy of your information in section Select platform function settings Transfer a copy of your information .

    • Your Facebook account must remain active until the transfer is complete. If you delete or disable your account, the transfer may be interrupted.
    • Only a copy of the information is transferred to the platform of your choice. This means that the originals remain on Facebook. Using the activity log, you can delete or manage your content on Facebook. nine0012
    • Once logged into your Facebook account, select the platform you want to transfer your data to.
    • Log in to the service of your choice .
    • You may need to give Facebook access to part of your target account in order to transfer the information.
    • For example, if you are logged into your account on the target service, you may need to grant Facebook access to the photo section in order to transfer copies of them.
    • We use these permissions only to carry out the transfer. nine0012
    • After the migration is complete, the audience that sees your content on the target service may be different from the audience on Facebook. The privacy settings on the target service (if any) may also differ from Facebook's settings.
    • You will need to specify an audience for your content on the target service using the service settings (if any).
    • For example, when transferring photo copies, the audience that can see them on the target service is determined by the target service's privacy settings, not Facebook. nine0012
    • When the migration of your information is completed, the terms and conditions of the platform you have chosen will apply to it.
    • For security reasons, your data will be encrypted during the transfer.
    There are no social networks Vkontakte and Odnoklassniki in the list, so we download the information in JSON format. As of 02/26/2022, there is no possibility to import data to another social network, but it will appear in the very near future.

    How do I download a copy of my information on Facebook? nine0145

    To download a copy of your data from Facebook, use the information download tool.

    To download a copy of your Facebook information:

    1. Click the

    icon in the top right corner of the Facebook window.

    2. Press Settings & Privacy and then Settings .

    3. Select Your Facebook information on the left.

    4. Next to Download information click View .

    5. To add or remove data categories to the query, check or uncheck the boxes on the right.

    6. Select other options such as:

    • Download file format.
    • The quality of photos, videos and other materials.
    • Date range (otherwise you will send a download request for all time information).

    7. Click Create file to confirm the download request.

    Submitted download request will get status Pending and will appear in section Copies available of your download tool. It may take several days for us to prepare the files at your request.

    You will be notified when materials are available for download.

    To download a copy of the requested data:

    1. Go to section Available copies of download tool.
    2. Press Download and enter the password.

    To view information about the download request (such as format and expiration date), click More.

    Note. To learn how to manage your data and privacy on Facebook, visit the Quick Privacy Settings page. To check recent activity on your Facebook account or view information about it, use the View My Info tool.

    How do I download a copy of my Instagram information? nine0145

    1. Log in to your Instagram account. Go to "Settings" then to the "Privacy and security" section, go to " Data download" and click "Request file". The "Download a copy of your information" screen appears.

    2. Enter the email address to which to send the download link.

    3. Select the JSON information file format.

    4. Enter the password and click on the button "Request file ".

    5. Within 48 hours (much faster) you will receive an email with subject Your information in Instagram , it contains a link to an archive file with messages, photos, comments, profile information.

    6. Download the data, the link is only valid for 4 days after sending.

    Can I choose which information to download?

    Yes. When you download a copy of your data on Facebook, you can specify which categories of information you are interested in, as well as set a date range to download information for a certain period. You can set such settings when requesting to download information. Learn more about the information contained in the downloads. nine0003

    What is the difference between HTML and JSON copies of data?

    When requesting a copy of your information from Facebook, you can choose the file format: HTML or JSON.

    HTML. This is a Facebook data format that can be easily viewed. You will receive a ZIP archive. After opening it, extract the files from it. An HTML file called index. This file can be opened as a web page in a browser. The archive will contain folders with the files you requested, including images and videos. nine0003

    JSON. This is a machine-readable format with which you can transfer your data if you want to upload it to another service.

    When requesting a copy of your information, you can also choose the quality of the media files (photos and videos). If you select a higher quality, the downloaded file will be larger and take up more disk space.

    How do I download a copy of information from my Facebook Page?

    The Administrator can download a copy of the information from their Page. Copy includes:

    • publications, photos and videos posted on the Page by people who work with it;
    • list of people who have roles on the Page;
    • description of the current Page settings;
    • information from the "Information" section of the Page.

    To download a copy of information from your Page:

    1. In the menu to the left of News Feed, click Pages
    1. Go to your Page.
    2. Click Settings at the top of the Page. nine0012
    3. In the General section, select Download Page.
    4. Click Download Page.
    5. Click Create File.

    When the file is ready, you will receive an email or notification (depending on your privacy settings). In the email or notification, click Download Page and enter your password to continue. The link to your file is only valid for 4 days.

    What information can and cannot be transferred?

    Photos and videos

    You can only transfer copies of photos and videos that you have uploaded to Facebook and see on your profile.

    • You can't transfer copies of photos and videos you've posted to your friends' profiles. You can't transfer copies of photos and videos that other people have uploaded to Facebook, such as photos and videos uploaded to your profile by others, even if you're in they are marked. Also, copies of stories cannot be transferred.

    Publications

    You can only transfer copies of posts you create that you see on your profile, including:

    • Status Updates.
    • Posts with photos, photo albums, GIFs and videos that you have uploaded to Facebook.
    • Posts with photos, photo albums, GIFs, and videos can only be migrated if they contain written content (such as a photo caption or a link to a video).
    • If the publication does not contain written content, you can transfer a photo or photo album from it as a photo, and a video or GIF file as a video. nine0012
    • Publications with links to other sites.
    • Videos hosted on other sites will not be migrated. If your post contains a link to a video, you can move it.
    • Public content posts that you have shared on Facebook.
    • If the video you shared was not uploaded by you, you will not be able to transfer it.
    • Publications with visit marks.
    • The location tag will only be migrated to another service if that service allows location information to be displayed in the migrated publications. The rest of the content of the publication will be transferred in any case. nine0012
    • Collection of donations.
    • You cannot transfer the initiative for which you created a fundraiser on Facebook and the amount of donations. The rest of the content of the publication will be transferred in any case.
    • Hints.
    • If you have created a tooltip in your profile, only the content of the post will be migrated, not the tooltip text or responses.
    • Tips are currently not available to everyone. Copies of some Facebook posts cannot be transferred. These include:
    • Publications posted on friends' profiles.
    • Posts made by other people, even if you are tagged in them.
    • Publications moved to archive or trash. Learn more about the archive and shopping cart on Facebook.
    • Publications with an event from life. Learn more about life events on Facebook.
    • Posts created automatically when profile photo changes. Some items in posts cannot be migrated. These include:
    • Tags in posts you create. In such cases, only the content is migrated. nine0012
    • Feeling or action reported in the publication, such as "Happy".
    • Only content is migrated from posts in which you have specified a feeling or action.
    • If you have indicated in your post that you are traveling from one location to another, your locations may not be transferred. The original location will only be migrated to another service if that service allows location information to be shown in the migrated posts. Your destination information will not be transferred. nine0012
    • Videos from other websites posted on your profile.
    • If a post has a link to a video, you can move it.
    • Facebook videos you have shared, uploaded by other people.
    • The location tag will only be migrated to another service if that service allows location information to be displayed in the migrated publications.
    • The initiative for which the fundraiser was created and the amount of the donation. nine0012
    • Hint text and answers. Note. Comments and reactions to posts will not be transferred.

    Notes

    You can only transfer copies of the notes you create and see on your profile. Copies of some Facebook notes cannot be transferred. These include:

    • Notes created in a group or Page.
    • Notes created by other people. For example, notes in which you are tagged (even if you tagged yourself). nine0012

    Events

    For events you have created, you can transfer:

    • Name.
    • Description.
    • Start time.
    • Completion time.
    • Location.
    • Time zone.

    If you're an admin, editor, moderator, analyst, or advertiser and you've created an event for your Page, you can only transfer the title, time zone, and start and end times of the event. For other people's events you've been invited to, you can transfer:

    • Name.
    • Start time.
    • Completion time.
    • Time zone.

    To transfer information about another user's event to which you were invited, first respond to the invitation by selecting Attending or Interested in . You can't transfer information about events that you declined or didn't respond to.

    How do I transfer a copy of my information?

    1. Press icon

    in the top right corner of the Facebook window.

    1. Click Settings & Privacy and then Settings .
    2. In the column on the left side of the screen, select Your Facebook Information .
    3. Next to Transfer a copy of your information , click View . You may need to enter your Facebook password again.
    4. Select the platform to which you want to transfer information. For each platform, it indicates whether you can transfer photos, videos, posts, notes, events, and other information. nine0012
    5. Depending on the platform, you can choose:

    Transfer a photo copy

    1. Under Select data to move, press Photo and then Next .
    2. Select the desired photos. You can select all photos or only specific ones, as well as photos from a specific date range. When finished, click Next.
    3. Click Connect and start transfer. You will be redirected to the login page for the selected service. You may need to re-enter your Facebook password. Complete the transfer by following the instructions on the screen. nine0012

    Move a copy of the video

    1. In the Select data to move section, click Video, and then click Next.
    2. Select the desired videos. You can select all videos or just specific ones, as well as videos from a specific date range. When finished, click Next.
    3. Click Connect and start transfer. You will be redirected to the login page for the selected service. You may need to re-enter your Facebook password. Complete the transfer by following the instructions on the screen. nine0012

    Move a copy of publications

    1. In the Select data to move section, click Publications and then Next .
    2. Select the desired publications. You can select all posts or just specific ones, as well as posts for a specific date range. When finished, click Next.
    3. Click Connect and start transfer. You will be redirected to the login page for the selected service. You may need to re-enter your Facebook password. Complete the transfer by following the instructions on the screen. nine0012

    Transferring a copy of notes

    1. In the Select data to move section, click Notes and then click Next.
    2. Select the desired notes. You can select all notes or just specific notes, as well as notes for a specific date range. When finished, click Next.
    3. Click Connect and start transfer. You will be redirected to the login page for the selected service. You may need to re-enter your Facebook password. Complete the transfer by following the instructions on the screen. nine0012

    Move a copy of events

    1. In the Select data to move section, click Events, and then click Next.
    2. Select the desired activities. You can select all events or only specific ones, as well as events for a specific date range. When finished, click Next.
    3. Click Connect and start transfer. You will be redirected to the login page for the selected service. You may need to re-enter your Facebook password. Complete the transfer by following the instructions on the screen. nine0012

    How else can I view and manage my information on Facebook?

    There are several ways to view and manage your Facebook information in your Facebook settings:

    • The Download Your Information tool allows you to download a copy of your Facebook information to save it or transfer it to another service.
    • In section View information about you you can view your information on Facebook.
    • In activity log you can view and manage most of your Facebook activities. Learn more about the activity log.

    Sources:
    https://www.facebook.com/help/230304858213063/
    https://www.facebook.com/help/212802592074644/
    https://www.facebook.com/help/466076673571942/
    https://www.facebook.com/help/1700142396915814/

    • Facebook
      • nine0011 Machine code

    Facebook, WhatsApp, Instagram: how to download all data to a computer

    RBC Trends explain how to download all important information from Dropbox, Apple Notes and Facebook services in the face of their possible blocking

    In recent days, Roskomnadzor has partially restricted access to Facebook, and Twitter was experiencing crashes. Other services where Russians store valuable information were also under threat. RBC Trends tells you how to save your data when blocking popular applications. nine0003

    Content:

    • Whatsapp
    • Instagram
      • Facebook
    • Twitter
    • Dropbox
    • Apple Notes
    • Trello
    • Notion

    WhatsApp

    WhatsApp chats can be configured to be copied daily and automatically saved to your smartphone. If the user decides to uninstall WhatsApp, they will need to manually back up their chats. To do this, open WhatsApp, click "More Options", select "Settings" → "Chats" → "Backup Chats" → "Backup". nine0003

    The export function can be used for both individual and group chats. To do this, open the chat, click "More options" → "More" → "Export chat".

    Find the option "Export chat" in the drop-down menu in the upper right corner of the chat

    In this case, the user must choose whether he will export media files. After that, he will receive an email with an attachment in the form of a document in TXT format containing the history of correspondence.

    Instagram

    To receive a copy of all materials, you must send a download request in JSON format. To do this, you will need to enter your Instagram account password. The user must go to their profile, click on the icon in the upper right corner, select "Your activities", click "Download information". Then you will need to enter the email address to which Instagram will send the download link and click "Request File".

    Instagram asks for an email to send the archive

    When saving data, the user can choose what content he wants to download, as well as set the date range for downloading. nine0003

    Facebook

    To download all data from Facebook, you need:

    • click the account icon in the upper right corner of the Facebook window,
    • select "Settings and privacy" and then "Settings",
    • select "Your information" on the left,
    • next to the item "Download information" click "View",
    • to add or remove data categories for download, check or uncheck the boxes on the right,
      • nine0011 configure other parameters: download file format, quality of photos, videos and other materials, date range (by default, information is downloaded for all time),
    • Click "Create File" to confirm the download request. The download request will then have a status of "Pending" and will appear in the "Available Copies of Your Information Download Tool" section

    .

    Facebook allows you to select the format, quality and time range for saved files, as well as their categories

    It may take up to several days for Facebook to prepare the archive. Then the user will receive a notification from the social network.

    To download a copy of the requested data, you need:

    • go to the section "Available copies of the information download tool",
    • click "Download" and enter the password.

    User can choose HTML or JSON file format to download files.

    The latter is more convenient for transferring data to another service. nine0003

    Twitter

    To submit a request to upload an archive of tweets, the user needs to click the "More" icon in the navigation bar to go to the account settings. Then you need to select the item "Your account" in the menu, click "Upload an archive of your data", enter the password in the section "Upload an archive of your data" and click "Confirm".

    The user will then receive a code to the account's stored phone number or email address. After confirming your identity, you need to click the "Request data" button. Twitter will send an email or push notification when the download is complete if the app is installed on the smartphone. After that, in the settings in the "Download data" section, you can click the "Download data" button. The archive is uploaded in ZIP, HTML, JSON formats. It may take several days to prepare. nine0003

    Upload Your Data Archive button in the Twitter account dashboard demographic information, advertisement information, and so on.

    Dropbox

    You can transfer files and folders from your Dropbox account to your computer. To do this, you need to sign in to your account on dropbox.com, hover over the file or folder you want to download, then click "..." (ellipsis) and select "Download". nine0003

    Download a folder with photos from Dropbox

    This way you can download folders up to 20 GB in size, the number of files in which does not exceed 10,000. All folders are downloaded as ZIP archive files.

    Dropbox Paper docs must be converted to one of the following formats to download to PC: DOCX, MD, or PDF. To do this, click "..." (ellipsis) in the document, select "Export", select the file format to download and click "Download".

    The DOCX format will only be compatible with Microsoft Word, not Google Docs or OpenOffice. nine0003

    Apple Notes

    Most users sync their notes with iCloud accounts. To upload notes from iCloud on Mac, you need to:

    • click on the Apple logo in the upper left corner,
    • select "System settings",
    • choose iCloud,
    • tick Notes,
    • select the note or notes to be uploaded,
    • click on "File" on top and select the option "Export as PDF",
    • name the file and specify its location on a Mac,
    • click "Save".

    Windows users must first install the iCloud app on their computer and then sync their notes with Outlook. In the iCloud app, you need to:

    • check "Mail, contacts, calendars and tasks",
    • click "Apply" at the bottom,
    • Run Microsoft Outlook on your computer,
      • nine0011 go to "File" → "Options" → "Advanced",
    • click "Export".

    Selecting notes to download in Backup Explorer (Photo: macroplant.com)

    All iCloud notes will be available in the selected folder on the computer.

    Trello

    The export function can be found in the Board menu → More → Print and Export. The information is downloaded in JSON format. It is currently not possible to import the archive back to re-create a Trello board. nine0003

    Export board from Trello

    Trello Premium allows you to export all boards in your workspace in CSV and JSON formats. Also the user can include all their attachments as a ZIP file in their own format.

    Learn more