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I am currently using the socceraction library to convert Wyscout event data into SPADL actions. I am specifically trying to use the convert_to_actions function from the socceraction.spadl.wyscout module. However, I've encountered some challenges due to a mismatch between the expected data format of the library and the format of my data.
My dataset consists of several JSON files (e.g., match1.json, match2.json, etc.), each containing only the events of a specific match. Unlike the provided Wyscout dataset structure, there are no separate JSON files for teams, players, or matches metadata. Each events file directly lists the events without additional match metadata. The data is in the following format:
Now the tricky part is that i cannot convert this datastructure into the SPADL format.
Issues Encountered:
Missing 'matches' Object: The convert_to_spadl function fails with a KeyError stating "no object named matches in the file" because it expects a broader dataset that includes match metadata.
Missing Columns in convert_actions: The convert_actions function does not work due to missing columns such as 'positions' and 'tags', which my dataset does not contain.
Is there a way to adapt the convert_to_spadl or convert_actions functions to handle a dataset structured as mine, without the typical 'matches', 'teams', and 'players' data? I w
I'd appreciate any help you can offer. I'd love to use your package nevertheless. I'd be especially interesting in estimating the VAEP. Therefore, thank you very much in advance for your support.
The text was updated successfully, but these errors were encountered:
I am currently using the socceraction library to convert Wyscout event data into SPADL actions. I am specifically trying to use the convert_to_actions function from the socceraction.spadl.wyscout module. However, I've encountered some challenges due to a mismatch between the expected data format of the library and the format of my data.
My dataset consists of several JSON files (e.g., match1.json, match2.json, etc.), each containing only the events of a specific match. Unlike the provided Wyscout dataset structure, there are no separate JSON files for teams, players, or matches metadata. Each events file directly lists the events without additional match metadata. The data is in the following format:
https://footballdata.wyscout.com/wp-content/uploads/2021/01/V3Events.txt
Now the tricky part is that i cannot convert this datastructure into the SPADL format.
Issues Encountered:
Missing 'matches' Object: The convert_to_spadl function fails with a KeyError stating "no object named matches in the file" because it expects a broader dataset that includes match metadata.
Missing Columns in convert_actions: The convert_actions function does not work due to missing columns such as 'positions' and 'tags', which my dataset does not contain.
Is there a way to adapt the convert_to_spadl or convert_actions functions to handle a dataset structured as mine, without the typical 'matches', 'teams', and 'players' data? I w
I'd appreciate any help you can offer. I'd love to use your package nevertheless. I'd be especially interesting in estimating the VAEP. Therefore, thank you very much in advance for your support.
The text was updated successfully, but these errors were encountered: