August 31st, 2018: Submission deadline
The Systems Research Group at Mozilla have created and open sourced a data set of publicly available information that was collected by a November 2017 Web crawl. We want to empower the community to explore the unseen or otherwise not obvious series of JavaScript execution events that are triggered once a user visits a webpage, and all the first- and third-party events that are set in motion when people retrieve content.
This is an exploratory data analysis. challenge. Mozilla would like to encourage participants to think outside the proverbial box, get creative, get under the surface. We want participants to analyze the data and come up with exciting new observations, patterns, research findings fitting into one of the following three categories:
- Tracking and Privacy
- Web Technologies and the Shape of the Modern Web
- Equality, Neutrality, and Law
The type of insights that we are looking for are illustrated in this blog post.
You can find the data set and everything you need to get started in the sections below.
- Analyses should be performed in Python using the jupyter scientific notebook format and executing in this environment.
- Analysis can be submitted by filing a Pull Request against this repository with the analysis formatted as an *.ipynb file in the /analyses/ folder.
- Environment can be confugured locally by calling
conda env create -f environment.yaml
- Environment can be confugured locally by calling
- Only *.ipynb format entries submitted via a pull request to the /analyses/ folder will be considered. Notebooks must be well documented and run on the environment described. Any entries not meeting these criteria will not be considered and no review will be carried out for error-generating code.
- Any additional code submitted will not be considered. The *.ipynb notebook should be a self contained analysis.
Analyses submitted for this challenge will be judged on the following attributes. More details area available in the Official Challenge Rules included below.
Submissions will be evaluated based on adherence to scientific method. Intermediate assumptions should be validated and supporting evidence referenced to where results are interpreted.
Submissions’ main finding is relevant one or more of the 10 founding principles in Mozilla’s Manifesto.
Analysis clearly shows or targets one or more of the three categories of the challenge:
- Tracking and Privacy
- Web Technologies and the Shape of the Modern Web
- Equality, Neutrality and Law
submission demonstrates an innovative approach to data analysis and uncovers patterns in the data set that are not superficially obvious.
We will choose one winner from each of the three analysis categories:
- Tracking and Privacy
- Web Technologies and the Shape of the Modern Web
- Equality, Neutrality, and Law
Mozilla may even choose to invite winning teams to present their findings in a 15-minute talk at MozFest, though that is subject to change and to the particular entries and teams. MozFest is the world's leading festival for the open internet movement and takes place in London from October 26th to the 28th, 2018.
- June 4th, 2018: Contest launches
- August 31st, 2018: Submission deadline
- August 31st to September 13th, 2018: Judging period
- September 14th, 2018: Winners announcement
- October 26th to 28th, 2018: Session at MozFest
Each of the links below links to a bz2 zipped portion of the total dataset. A small sample of the data is available in safe_dataset.sample.tar.bz2 to get a feel for the content without commiting to the full download.
Unzipped the full parquet data will be approximately 70Gb. Each (compressed) chunk dataset is around 9GB. SHA256SUMS contains the checksums for all datasets including the sample.
- https://public-data.telemetry.mozilla.org/bigcrawl/safe_dataset.0.tar.bz2
- https://public-data.telemetry.mozilla.org/bigcrawl/safe_dataset.1.tar.bz2
- https://public-data.telemetry.mozilla.org/bigcrawl/safe_dataset.2.tar.bz2
- https://public-data.telemetry.mozilla.org/bigcrawl/safe_dataset.3.tar.bz2
- https://public-data.telemetry.mozilla.org/bigcrawl/SHA256SUMS
Overscripted Web: A Mozilla Data Analysis Challenge Official Rules
Sponsor of this Promotion is Mozilla Corporation, 331 E. Evelyn Avenue, Mountain View, CA, 94041.
NO PURCHASE OR PAYMENT OF ANY MONEY IS NECESSARY TO ENTER. A PURCHASE WILL NOT IMPROVE THE CHANCES OF WINNING. This is a contest of skill. Odds of winning the Promotion depend on the number and quality of eligible entries received during the Promotion Period. VOID WHERE PROHIBITED AND WHERE ANY REGISTRATION, BONDING, OR LOCALIZATION REQUIRED.
To enter the Promotion you must: A. perform an analysis on the public dataset available here in Python using the jupyter scientific notebook format as a *.ipynb file, B. Submit the entry to us by filing a Pull Request against the parent repository in the /analyses/ folder, available here, including your name and Github username for communications about this Promotion.
All requested entry information must be provided. Further eligibility requirements are set forth below.
An Entrant may only submit one entry, and any attempt by any participant to obtain more than the stated number of entries by using multiple/different emails addresses, accounts, identities, or any other methods will void that participant's entries and that participant may be disqualified. Use of any automated system to participate is prohibited and will result in disqualification. In the event of a dispute as to any Entrant, the authorized account holder of the email address or other account associated with the entry will be deemed to be the Entrant. The “authorized account holder” is the natural person assigned an email address or other account by an Internet access provider, online service provider or other organization responsible for assigning email addresses or other online accounts for the domain associated with the submitted address. Each potential winner may be required to show proof of being the authorized account holder. In the event of an ongoing dispute as to any Entrant, Sponsor has the right to make a determination as to Entrant in its sole discretion.
You may enter as an individual or as part of a Team. For purposes of these Official Rules, a “Team” is defined as a group of individuals entering the Promotion jointly as one Entrant. Teams may have no more than 3 members. By submitting your entry, either as an individual or as part of a Team, you are agreeing to these Official Rules. A Team will collectively also be deemed an Entrant. Your entry submission information must include (i) your name and email address or preferred contact information, and (ii), if applicable, the names of all Team members.
For any Team submission, the Team must agree to and designate one person as the agent of the Team to submit the entry and to accept the prize on behalf of the Team. Each individual on a Team must agree to these Official Rules. You may not make changes to your Team once registered to participate. A Team will collectively be considered an Entrant. By submitting an entry, the submitter represents that all Team members have read and agreed to these Official Rules.
All entries must meet the following criteria:
- An entry shall consist of a *.ipynb file in Python using the jupyter scientific notebook format.
- The entry must clearly state which of the three categories the Entrant is submitting its entry to.
- Notebooks must be well documented and run on the environment described in these Official Rules. No reviews will be carried out for error-generating code.
- Entrant must have all rights necessary to post and submit the entry.
- Each entry will be considered a contribution to the Mozilla open source project. As such, it is subject to Mozilla’s Terms of Use, which are expressly incorporated herein by reference. In particular, by submitting an entry, you agree to license your Submission under the terms of the corresponding license of the particular open source project to which you are contributing, in this case, the Mozilla Public License 2.0. For more information on the specific license, please see the applicable source code or GitHub repository.
- Each Entrant must be the maker of the submitted notebook.
- By entering this Promotion, each Entrant (either as an individual or a Team) certifies and represents that they remain in compliance with the Firefox Add-on Distribution Agreement they entered into when submitting their add-on for listing on addons.mozilla.org.
- Each Entrant must perform their analysis and submit their notebook during the Promotion Period, defined below.
- Entries may not contain likenesses of any individuals who are under 18 years of age or who have not provided their authorization. By submitting likeness of any individual under the age of majority in their jurisdiction of residence, you represent that you have received permission from such minor’s parent or legal guardian to include such minor’s image.
- Entries may not contain material that is obscene, defamatory, libelous, threatening, pornographic, racially or ethnically offensive, or which encourages conduct that would be considered a criminal offense, give rise to civil liability, or violate any law. Entries must be appropriate for viewing by the general public; appropriateness will be determined by Sponsor.
Sponsor reserves the right to reject any entry for any reason.
This Promotion begins at 12:01 am PT on June 4, 2018 and ends at 11:59 pm PT on August 31, 2018 (the “Promotion Period”). Sponsor’s computer is the official time-keeping device for the Promotion. All entries must be received during the dates and times specified in the Promotion Period.
In order to be eligible, participants must: (i) be at least the age of majority in their jurisdiction of residence; and (ii) not be prohibited from participating by law, by company or employer policy, or by third-party agreement. In addition, employees of Sponsor and its parent and affiliate companies as well as the immediate family (spouse, parents, siblings and children) and household members of each such employee are not eligible. Entrants must be individuals or a team of no more than three individuals. Organizations such as corporations, educational institutions, non-profits or any other legal entities are not permitted to enter this Promotion.
There will be one prize given to the winner of each of three Categories (defined and identified below). Winners will be announced by on or about September 14, 2018. The Categories are as follows:
- Tracking and Privacy
- Web Technologies and the Share of the Modern Web
- Equality, Neutrality, and Law
Judging will be done by at least three employees of Sponsor and Sponsor shall have sole discretion in determining winners based on the following four, equally weighted criteria. The criteria are common to all Categories:
A. Scientific Approach – Sponsor will evaluate submissions based on adherence to scientific method. Intermediate assumptions should be validated and supporting evidence referenced to where results are interpreted.
B. Relevance to the 10 founding principles in Mozilla’s Manifesto:
The internet is an integral part of modern life—a key component in education, communication, collaboration, business, entertainment and society as a whole. The internet is a global public resource that must remain open and accessible. The internet must enrich the lives of individual human beings. Individuals’ security and privacy on the internet are fundamental and must not be treated as optional. Individuals must have the ability to shape the internet and their own experiences on it. The effectiveness of the internet as a public resource depends upon interoperability (protocols, data formats, content), innovation and decentralized participation worldwide. Free and open source software promotes the development of the internet as a public resource. Transparent community-based processes promote participation, accountability and trust. Commercial involvement in the development of the internet brings many benefits; a balance between commercial profit and public benefit is critical. Magnifying the public benefit aspects of the internet is an important goal, worthy of time, attention and commitment.
C. Relevance to one of the three Categories
Tracking and Privacy
Web Technologies and the Shape of the Modern Web
Equality, Neutrality, and Law
D. Creativity – Sponsor will evaluate submissions based on their innovative approach to data analysis and discovery of patterns in the data set that are not superficially obvious.
The winner in each Category will receive an invitation to attend MozFest. Sponsor will pay for the following for each winner, up to a total of $3,000. Ticket to MozFest, Airfare to and from MozFest, Hotel accommodations during MozFest, Any necessary visa fees.
At Sponsor’s discretion, each winner may be invited to present their findings in a 15-minute talk at MozFest.
Entrants should understand that attendance at MozFest and any time allotted are expressly conditioned on Entrant’s adherence the Community Participation Guidelines.
The aggregate retail value of all the prize(s) is approximately $3,000. Sponsor shall have final and sole discretion as to the particulars of the airfare hotel and visa fees for all prizes. No substitution, assignment or transfer of the prize is permitted, except by Sponsor, who has the right to substitute a prize with another of comparable or greater value. Winner is responsible for all taxes and fees associated with the receipt and/or use of the prize, and winner may be required to provide tax information prior to receiving the prize. Sponsor reserves the right to award prize to a Team’s agent, and it will be Team agent’s responsibility to divide the prize among Team members. Each Team member agrees to self-report to applicable taxing authorities, as may be required by applicable laws. Prize monies should be retained by individuals only in conformity with any applicable policies of his or her employers, academic institutions, or government regarding participation in and receipt of Promotional consideration relating to the Promotion and receipt and retention of prize. If a government, employer’s or school’s policies are applicable, it is the Entrant’s sole and ultimate responsibility, in consultation with his or her government, employer or school, to determine how and if prize will be retained and/or distributed and accounted for and we assume no responsibility for the decisions made by such government, employers or schools regarding this issue.
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By submitting an entry for this Promotion, you agree to abide by these rules and any decision Sponsor makes regarding this Promotion, which Sponsor shall make in its sole discretion. Sponsor reserves the right to disqualify and prosecute to the fullest extent permitted by law any participant or winner who, in Sponsor’s reasonable suspicion, tampers with Sponsor site, the entry process, intentionally submits more than the allowed entries, violates these rules, or acts in an unsportsmanlike or disruptive manner.
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Individuals may request the name of winner(s) by submitting a self-addressed stamped envelope prior to October 1, 2018 to Overscripted Web: A Mozilla Data Analysis Challenge Winner’s List Request, 331 E. Evelyn Ave., Mountain View, CA 94041. Vermont residents may omit postage.