Alex Berke retweeted
In a new paper published in @PLOSONE, Media Lab alum @AlexandraBerke, Prof. @alex_pentland, Prof. @Larson_MIT (@MITCities), and alum @dcalacci draw on a unique, crowdsourced dataset to examine changes in online purchasing behaviors over time, how changes vary across demographic groups, the impact of the Covid-19 pandemic, and relationships between online and offline retail.
The dataset, which the researchers collected from 2018–2022, comprises Amazon.com purchase histories from 5,000 consumers, and was collected and published with the participants’ informed consent. This work demonstrates how crowdsourced, open data about consumer purchasing behavior can enable economic insights that may otherwise only be available to private firms. media.mit.edu/publications/e…
New Publication: "Evaluating Amazon effects and the limited impact of COVID-19 with purchases crowdsourced from US consumers"
doi.org/10.1371/journal.pone…
In collaboration with @Larson_MIT @MITCities @alex_pentland @medialab
2. Contrary to speculation, the impact of COVID was limited. COVID significantly increased online purchasing temporarily, but purchasing behaviors in 2022 were no greater than the result of the pre-pandemic trend
This work provides a case study in how crowdsourced consumer data can enable economic insights that may otherwise only be available to private firms.
doi.org/10.1371/journal.pone…
Alex Berke retweeted
. @alexandraberke's great talk on crowdsourcing 5 years of Amazon purchase data from 5,000+ U.S. users, finding the "privacy paradox". Great replicable methodology: medium.com/acm-cscw/insights…
#cscw2024 work together with @RobertMahari @alex_pentland @Larson_MIT @dcalacci
Alex Berke retweeted
In a paper to be presented at #CSCW2024, a team of Media Lab researchers discuss their recent work crowdsourcing Amazon purchase histories from American consumers. Their dataset, published with the participants' informed consent, presents a rich source of information that is routinely collected by digital platforms, but usually inaccessible to researchers. Additionally, their collection process included an experimental design that helped them discover factors that make people more likely to share their data for open research. The research team included @AlexandraBerke, @RobertMahari, Prof. @alex_pentland, Prof. @Larson_MIT (@MITCities), and alum @dcalacci. medium.com/acm-cscw/insights…
Alex Berke retweeted
PhD candidate Alex Berke released this novel open dataset that contains Amazon purchase histories, spanning 2018 to 2022. Learn more in the CSCW medium article: medium.com/acm-cscw/insights…
We crowdsourced purchase histories from thousands of Amazon.com users to publish a first-of-its-kind open dataset.
We embedded an experiment in the data collection process - this #CSCW2024 paper and blogpost summarize the experiment results: link.medium.com/qApTKz9UmNb
We crowdsourced purchase histories from thousands of Amazon.com users to publish a first-of-its-kind open dataset.
We embedded an experiment in the data collection process - this #CSCW2024 paper and blogpost summarize the experiment results: link.medium.com/qApTKz9UmNb
What makes people more likely to share their data for open datasets? This #CSCW2024 paper explores this question with an experiment embedded in the crowdsourcing of a first-of-its-kind open dataset of Amazon.com users' purchase histories: tinyurl.com/5w8avxsb-cscw202…
Want to use this novel open dataset? Here's a link to our dataset and paper describing the data and how it can be used, such as to supplement traditional census data:
nature.com/articles/s41597-0…
This is a first effort towards democratizing access to rich data sources routinely used by companies. This work is in collaboration with @dcalacci @RobertMahari @alex_pentland @Larson_MIT @MITCities @medialab
Alex Berke retweeted
Media Lab researchers @RobertMahari and @AlexandraBerke, with alum @dcalacci, discuss their recent paper; it presents a crowdsourced dataset of Amazon purchase histories from American consumers, published with the participants' informed consent. communities.springernature.c…

ALT Screenshot of an article titled "Why we crowdsourced 5000 Amazon shoppers' purchases: the value of open e-commerce research: What can e-commerce platforms infer from purchase data? Can this data be used to estimate economic indicators? How do online marketplaces impact local retail? How do different people change their purchasing behavior in response to economic shocks?"








