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Challenges During Data Processing
Help · 27 Nov 2024, 03:19 · 3

Mismatch in Event IDs:

event_id formats differ across datasets (train.csv includes time-step suffix; processed_chirps_data.csv does not), causing failed merges.

Limited Overlap in Event IDs

train.csv contains 492,020 unique entries, while processed_chirps_data.csv has only 898, severely restricting merged data.

Let me know if any solution or help.

Discussion 3 answers
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isaacOluwafemiOg

The 492,020 unique entries to which you are referring is that way because they have an '_X_xxx' appended to each of the 898 events where xxx denotes a day in the 730 days being considered.

674 events are provided for training hence 674 * 730 unique train entries.

898*730 gives you the sum of the rows in both the train and test data.

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That is correct, not sure if that answers his question

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Hi, the starter colab notebook contains code to extract just the event IDs from the longer '_X_xxx' IDs.

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