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Digital Methods Initiative Tool Archive pertaining to Media Monitoring
This is an archive of tools developed by the DMI & affiliates in the past years. Note that not all tools are still available and while some are actively maintained, others are not.
Media Analysis: Media Monitoring | Mapping | Clouding | Comparative Media Analysis
Data Treatment: Data Collection | Data Analysis | Information Visualization
Natively Digital: The Link | The URL | The Tag | The Domain | The PageRank | The Robots.txt
Device Centric: Google | Google Images | Google News | Google Blog Search | Yahoo | Wikipedia | Alexa | IssueCrawler | Twitter | Facebook | Amazon | iTunes | Wayback | YouTube | Instagram | Github
Spherical: Web Sphere | News Sphere | Blogosphere | Tag Sphere | Video Sphere | Image Sphere | Code Sphere
Data Treatment: Data Collection | Data Analysis | Information Visualization
Natively Digital: The Link | The URL | The Tag | The Domain | The PageRank | The Robots.txt
Device Centric: Google | Google Images | Google News | Google Blog Search | Yahoo | Wikipedia | Alexa | IssueCrawler | Twitter | Facebook | Amazon | iTunes | Wayback | YouTube | Instagram | Github
Spherical: Web Sphere | News Sphere | Blogosphere | Tag Sphere | Video Sphere | Image Sphere | Code Sphere
4CAT App and Web Studies
Launch toolInstructions & Scenarios of Use
4CAT extension to collect screenshots and HTML from the general web, various App stores (Apple, Google), Cloud service stores (AWS, Google Cloud, Azure), and the Way Back Machine
4CAT: Capture and Analysis Toolkit
Launch toolInstructions & Scenarios of Use
Create datasets from a variety of web platforms - including Reddit, Telegram, 4chan and others - and analyze them.
Amazon Related Product Graph
Launch toolInstructions & Scenarios of Use
This command-line Python script allows you to enter a (set of) ASIN(s) and crawl its recommendations up til a user-specified depth.
Censorship Explorer
Launch toolInstructions & Scenarios of Use
Check whether a URL is censored in a particular country by using proxies located around the world.
News Agencies Scraper
Launch toolInstructions & Scenarios of Use
Scrape various news agencies for particular keywords and extract titles, images, dates and full text.
Robots.txt Discovery
Timestamp Ripper
Launch toolInstructions & Scenarios of Use
Rips and displays a web page's last modification date (using the page's HTML header). Beware of dynamically generated pages, where the date stamps will be the time of retrieval.
Tracker Tracker
Launch toolInstructions & Scenarios of Use
DMI App Tracker Tracker is a tool to detect in a set of URLs predefined fingerprints of known web tracking technologies.
Twitter Capture and Analysis Toolset (DMI-TCAT)
Launch toolInstructions & Scenarios of Use
Captures tweets and allows for multiple analyses (hashtags, mentions, users, search, ...)
Zeeschuimer
Launch toolInstructions & Scenarios of Use
Zeeschuimer is a browser extension that monitors internet traffic while you are browsing a social media site, and collects data about the items you see in a platform's web interface for late...
4CAT App and Web Studies
Launch toolInstructions & Scenarios of Use
4CAT extension to collect screenshots and HTML from the general web, various App stores (Apple, Google), Cloud service stores (AWS, Google Cloud, Azure), and the Way Back Machine
4CAT: Capture and Analysis Toolkit
Launch toolInstructions & Scenarios of Use
Create datasets from a variety of web platforms - including Reddit, Telegram, 4chan and others - and analyze them.
Amazon Related Product Graph
Launch toolInstructions & Scenarios of Use
This command-line Python script allows you to enter a (set of) ASIN(s) and crawl its recommendations up til a user-specified depth.
App Tracker explorer
Launch toolInstructions & Scenarios of Use
DMI App Tracker Tracker is a tool to detect in a set of APK files predefined fingerprints of known tracking technologies or other software libraries.
Brightbeam
Launch toolInstructions & Scenarios of Use
Interactively capture and inspect third-party trackers encountered while browsing.
Bubble Lines
Launch toolInstructions & Scenarios of Use
Input tags and values to produce relatively sized bubbles. Output is an svg.
Censorship Explorer
Launch toolInstructions & Scenarios of Use
Check whether a URL is censored in a particular country by using proxies located around the world.
Colors For Data Scientists
Launch toolInstructions & Scenarios of Use
Generate and refine palettes of optimally distinct colors. (by Médialab Sciences-Po)
Compare Lists
Launch toolInstructions & Scenarios of Use
Compare two lists of URLs for their commonalities and differences.
Compare Networks Over Time
Launch toolInstructions & Scenarios of Use
Compares Issue Crawler networks over time, and displays ranked actor lists. The over time module is best used in tandem with the Issue Crawler scheduler. The results may be plotted to line g...
Deduplicate
Expand Tiny Urls
Launch toolInstructions & Scenarios of Use
Expands URLs that have been shortened by tools like tinyurl.com or bit.ly. Often used in social media such as Twitter or Facebook.
Extract URLs
Launch toolInstructions & Scenarios of Use
Extracts URLs from an Issuecrawler result file (.xml). Useful for retrieving starting points as well as a clean list of the actors in the network.
Geo IP
Launch toolInstructions & Scenarios of Use
Translates URLs or IP addresses into geographical locations
Github organizations meta-data lookup
Github repositories meta-data lookup
Github repositories scraper
Github scraper
Launch toolInstructions & Scenarios of Use
Scrape Github for user interactions and user to repository relations
Github user meta-data lookup
GithubContributorsScraper
Launch toolInstructions & Scenarios of Use
Find out which users contributed source code to Github repositories
Google Autocomplete
Google Play Store Scraper
Launch toolInstructions & Scenarios of Use
Google Play Store Scraper is a simple tool to extract the details of individual apps, collect their related apps, retrieve app permissions, and retrieve a list of apps for a given keyword.
Googlescraper (Search Engine Scraper)
Launch toolInstructions & Scenarios of Use
Batch queries Google. Query the resonance of a particular term, or a series of terms, in a set of Websites.
Harvester
Launch toolInstructions & Scenarios of Use
Extract URLs from text, source code or search engine results. Produces a clean list of URLs.
Internet Archive Wayback Machine Link Ripper
Internet Archive Wayback Machine Network Per Year
Launch toolInstructions & Scenarios of Use
Enter a set of URLs and the archived versions closest to 1 July for a specific year are retrieved. Thereafter links are extracted and a network file is output.
Issue Dramaturg
Launch toolInstructions & Scenarios of Use
Enter up to 3 URLs as well as a key word. The Issuedramaturg queries Google for the key word, and shows the Pageranks of the URLs over time. The output is a graph of the Pagerank of the URLs...
Issue Geographer
Launch toolInstructions & Scenarios of Use
Geo-locates the organizations on an Issue Crawler map, using whois information, and visualizes the organizations' registered locations on a geographical map.
Issuecrawler
Launch toolInstructions & Scenarios of Use
Enter URLs and the Issue Crawler performs co-link analysis in one, two or three iterations, and outputs a cluster graph. The Issue Crawler also has modules for snowball crawling (up to 3 deg...
Language Detection
Launch toolInstructions & Scenarios of Use
Detects language for given URLs. The first 1000 characters on the Web page(s) are extracted, and the language of each page is detected.
Link Ripper
Lippmannian Device
Launch toolInstructions & Scenarios of Use
The Lippmannian device is named Walter Lippmann, and provides a coarse means of showing actor partisanship.
Lippmannian Device To Gephi
Launch toolInstructions & Scenarios of Use
This tool allows one to visualize the output of the Lippmannian device as a network with Gephi.
News Agencies Scraper
Launch toolInstructions & Scenarios of Use
Scrape various news agencies for particular keywords and extract titles, images, dates and full text.
Ranked Deep Pages from Core Issue Crawler Network
Launch toolInstructions & Scenarios of Use
Enter an Issuecrawler XML file and this script will get out all pages from the core network and rank those by pages by inlink count.
Raw Text to Tag Cloud Engine
Launch toolInstructions & Scenarios of Use
Takes raw text, counts the words and returns an ordered, unordered or alphabetically ordered tagcloud.
Rip Sentences
Launch toolInstructions & Scenarios of Use
Rip text from a specified page and force line breaks between sentences.
Robots.txt Discovery
Screenshot generator
Source Code Search
Launch toolInstructions & Scenarios of Use
loads a URL and searches for patterns in the page's source code
Table to Net
Launch toolInstructions & Scenarios of Use
Extract a network from a table. Set a column for nodes and a column for edges. It deals with multiple items per cell. (by Médialab Sciences-Po)
Tag Cloud Combinator
Launch toolInstructions & Scenarios of Use
Enter two or more tag clouds and the values of each tag will be summed.
Tag Cloud Generator
Launch toolInstructions & Scenarios of Use
Input tags and values to produce a tag cloud. Output is in SVG.
Tag Cloud HTML Generator
Launch toolInstructions & Scenarios of Use
Input tags and values in wordle format to produce a HTML tag cloud or tag list.
Tag Cloud To Wordle
Launch toolInstructions & Scenarios of Use
This tool allows one to transform a normal tag cloud into a fancy Wordle one.
Text Ripper
Timestamp Ripper
Launch toolInstructions & Scenarios of Use
Rips and displays a web page's last modification date (using the page's HTML header). Beware of dynamically generated pages, where the date stamps will be the time of retrieval.
Tracker Tracker
Launch toolInstructions & Scenarios of Use
DMI App Tracker Tracker is a tool to detect in a set of URLs predefined fingerprints of known web tracking technologies.
Triangulation
Launch toolInstructions & Scenarios of Use
Enter two or more lists of URLs or other items to discover commonalities among them. Possible visualizations include a Venn Diagram.
Twitter Capture and Analysis Toolset (DMI-TCAT)
Launch toolInstructions & Scenarios of Use
Captures tweets and allows for multiple analyses (hashtags, mentions, users, search, ...)
Wikipedia Cross-Lingual Image Analysis
Launch toolInstructions & Scenarios of Use
Makes the images of all language versions of a Wikipedia article comparable.
Wikipedia Edits Scraper and IP Localizer
Launch toolInstructions & Scenarios of Use
Scrapes Wikipedia history and does IP to Geo for anonymous edits
Wikipedia Entry Check
Launch toolInstructions & Scenarios of Use
This tool checks if the issues exist as a Wikipedia page, i.e., an article. If it exists it checks whether the organization is mentioned on that page.
Wikipedia History Flow Companion
Launch toolInstructions & Scenarios of Use
This script allows you to specify a range of Wikipedia revisions for use with the History Flow visualization.
Wikipedia TOC Scraper
Launch toolInstructions & Scenarios of Use
Scrape Table of Contents for revisions of a wikipedia page and explore the results by moving a slider to browse across chronologically ordered TOCs.
Wikipedia categories scraper
Launch toolInstructions & Scenarios of Use
Scrape Wikipedia for the categories of articles and the categories of related articles in different languages.
Zeeschuimer
Launch toolInstructions & Scenarios of Use
Zeeschuimer is a browser extension that monitors internet traffic while you are browsing a social media site, and collects data about the items you see in a platform's web interface for late...
iTunes App Store Scraper
Launch toolInstructions & Scenarios of Use
The iTunes App Store Scraper is a simple tool to extract the details of individual apps, collect their related apps, and retrieve a list of apps for a given keyword.
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Topic revision: r17 - 12 Feb 2025, StijnPeeters
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