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Andrey Fradkin

Economics, data analysis, thoughts and code. Search Frictions and the Design of Online Marketplaces. Article{fradkin2014search, title={Search Frictions and the Design of Online Marketplaces}, author={Fradkin, Andrey}, year={2014}. Bias and Reciprocity in Online Reviews: Evidence From Field Experiments on Airbnb. With Elena Grewal, David Holtz, and Matthew Pearson). Accepted at The Sixteenth ACM Conference on Economics and Computation. Presented at The Conference for Digital Experimentation. Article{repor...

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Economics, data analysis, thoughts and code. Search Frictions and the Design of Online Marketplaces. Article{fradkin2014search, title={Search Frictions and the Design of Online Marketplaces}, author={Fradkin, Andrey}, year={2014}. Bias and Reciprocity in Online Reviews: Evidence From Field Experiments on Airbnb. With Elena Grewal, David Holtz, and Matthew Pearson). Accepted at The Sixteenth ACM Conference on Economics and Computation. Presented at The Conference for Digital Experimentation. Article{repor...

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Andrey Fradkin | andreyfradkin.com Reviews

https://andreyfradkin.com

Economics, data analysis, thoughts and code. Search Frictions and the Design of Online Marketplaces. Article{fradkin2014search, title={Search Frictions and the Design of Online Marketplaces}, author={Fradkin, Andrey}, year={2014}. Bias and Reciprocity in Online Reviews: Evidence From Field Experiments on Airbnb. With Elena Grewal, David Holtz, and Matthew Pearson). Accepted at The Sixteenth ACM Conference on Economics and Computation. Presented at The Conference for Digital Experimentation. Article{repor...

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andreyfradkin.com

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Andrey Fradkin

http://andreyfradkin.com/about.html

I am an economist who studies the economics of digitization. And the economics of search and matching markets. Please contact me if you have any data I might find interesting. Afradkin (at) gmail (dot) com.

2

Andrey Fradkin Data Science Is About Telling Better Stories

http://andreyfradkin.com/posts/2013/06/13/data-science-is-about-telling-better-stories

Data Science Is About Telling Better Stories. Recently, former LinkedIn Data Scientist, DJ Patil, made the claim that what data science is really about is telling stories. The purpose of data analysis within a company is to help the company make better decisions. However, decisions are made by managers, not analysts. In order to be effective, analysts must communicate their analysis in a convincing way: by telling stories. In fact, models are just stories formalized in a mathematical language.

3

Andrey Fradkin

http://andreyfradkin.com/posts.html

10 Days of Introspection: The Story of a Meditation Retreat. A Guide To Using Corporate Data for Academic Research. A Review of 'No Country for Old Members'. Combining Hive and Python. Why Online Marketplaces are Important. Universal Reputation and The Future of Human Relations. Uber vs Sidecar: A key design difference. Why Theory is Dangerous: An Example. Economics Should Inform Design. Data Science Is About Telling Better Stories. Afradkin (at) gmail (dot) com.

4

Andrey Fradkin Why Theory is Dangerous: An Example

http://andreyfradkin.com/posts/2013/06/13/my-last-blog-post-was-wrong-or-why-theory-is-dangerous

Why Theory is Dangerous: An Example. The mistake I made in the previous post was that I theorized without data. I made some implicit assumptions about how Uber prices rides and the geospatial distribution of demand, which led to the wrong conclusion. I worry that what I did, theorizing without data, is done too frequently, especially in economics ( i.e. the Journal of Economic Theory. Please email comments to: afradkin (at) gmail (dot) com. Afradkin (at) gmail (dot) com.

5

Andrey Fradkin Combining Hive and Python

http://andreyfradkin.com/posts/2013/06/15/combining-hive-and-python

Combining Hive and Python. Querying large datasets with Hive is trivial. However, there are times when Hive’s built in functions are insufficient. For example, I recently needed to extract the ordering of elements in an array. The common advice for such problems is to write a custom Java UDF (User Defined Function). However, since I do not know Java, that would take a lot of time. Luckily, it’s easy to create a script in another language and feed it into a hive query using the function TRANSFORM.

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andreyfradkin.com

Andrey Fradkin

Economics, data analysis, thoughts and code. Search Frictions and the Design of Online Marketplaces. Article{fradkin2014search, title={Search Frictions and the Design of Online Marketplaces}, author={Fradkin, Andrey}, year={2014}. Bias and Reciprocity in Online Reviews: Evidence From Field Experiments on Airbnb. With Elena Grewal, David Holtz, and Matthew Pearson). Accepted at The Sixteenth ACM Conference on Economics and Computation. Presented at The Conference for Digital Experimentation. Article{repor...

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