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anniexcheng avatar anniexcheng commented on August 20, 2024

This NYC Cab data set looks promising: http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml

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jamesward avatar jamesward commented on August 20, 2024

Cool. And I realized we don't really need the driver data for predicting demand, just the "request" or pickup data.

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adamwhat avatar adamwhat commented on August 20, 2024

I'm making a sample of 2015 NYC Cab data set as the original data set is way too large for development. We can use the full data set to train the model once the whole pipeline is complete.

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adamwhat avatar adamwhat commented on August 20, 2024

Sample Data Download

The sample is a 0.1% of the random sample with 1388068 entries from 2015 yellow cab dataset.

Here is the HDS5 version of the same data. You can use deepdish to load the data as a Pandas DataFrame.

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jamesward avatar jamesward commented on August 20, 2024

Fixed by #4

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adamwhat avatar adamwhat commented on August 20, 2024

https://s3-us-west-2.amazonaws.com/4740/yellow_tripdata_2015_further_sample.csv.zip

sample of 10000 lines of taxi data 2015

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