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| author | Thibaut Horel <thibaut.horel@gmail.com> | 2022-12-05 22:16:53 -0500 |
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| committer | Thibaut Horel <thibaut.horel@gmail.com> | 2022-12-05 22:16:53 -0500 |
| commit | b990196b32f7608fd20627cd20a5d36665343fa8 (patch) | |
| tree | d540a937b0567dec5c16bf1b0445ae59de45ab1d /acm-data-economy22-3.txt | |
| parent | b2ae282bb842e3d61052fc9332038cd19aa0772b (diff) | |
| download | reviews-master.tar.gz | |
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| -rw-r--r-- | acm-data-economy22-3.txt | 39 |
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diff --git a/acm-data-economy22-3.txt b/acm-data-economy22-3.txt new file mode 100644 index 0000000..bdb86f9 --- /dev/null +++ b/acm-data-economy22-3.txt @@ -0,0 +1,39 @@ +Summary +------- + +This paper provides a systematic survey of existing data marketplaces and data +products therein. Specifically, the authors scraped information about 215,075 +data products from 15 data marketplaces. This information included metadata +such as price, description, data category, geographic scope, time range, etc. +Some of the findings obtained from analyzing these products include: +* perhaps surprisingly, most data products are offered for free, with only + 11,823 paid products. +* the paid products are sold mostly under either a subscription-based model + (for “live” data) or a one-off model. +* the range of data prices is very wide, but prices can often be well predicted + by simple regression model using features such as number of data points, + coverage and granularity. +* the relative predictability of prices can be used to build a data quotation + tool that takes as input the description of a new data product and outputs + a price quotation. + +Comments +-------- + +This works provides a valuable empirical study of existing data marketplaces. +The paper is well-written and the methodology is well-documented. The analysis +of the scraped data products is a convincing first step in trying to make sense +of the wide range of data products and the factors driving their prices. + +Minor comments: +* the second sentence of the first paragraph in section 6.1 seems to be the + result of an incomplete editing process and should be rewritten. Probably, + "We found that...". +* the y-axis in Figure 4 should be labeled “Number of products”. + +Conclusion +---------- + +I believe that this works is a valuable reference point and asset to the Data +Economy research community and I recommend acceptance. + |
