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Data set still missing #4

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omar-rifai opened this issue Mar 22, 2023 · 1 comment
Open

Data set still missing #4

omar-rifai opened this issue Mar 22, 2023 · 1 comment

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@omar-rifai
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Hello,

I have the same problem as the previous issues. If you could provide an alternate link for the dataset that would be great.

Thank you.

@callumHub
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callumHub commented Feb 23, 2024

The paper mentions they get their data from here: https://citibikenyc.com/system-data. Timespan:

image

The replication package has scripts which processes this raw data directly in NYC/PrepareData/StationBasicInfo.py.

The weather data is harder to find as the link in the paper did not lead to it.
Instead, google "2015 NYC weather dataset" to find: https://github.com/leokassio/weather-underground-data/blob/master/new-york-2015.csv

This dataset is not hourly but daily, however it can be used in WeatherCondition.py, if you adapt it.
Specifically:
On line 40, 42 and 43 change row[15] to row[2].

On line 33, change row[9] to row[-2],

wind is the same column.

Set the hourly values to the same as the day values, this dataset is daily.

Having access to the actual weather dataset used would still be more ideal, but at least now the replication package is useable.

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