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Cleaning API Calls from City of Austin to have up to date Adoption data. This ensures that our analysis will be relevant!
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Document the data cleaning process, including before and after examples, and descriptions of decisions made.
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Initial data exploration and checking if some data has to be cleaned or transformed.
- Write down the column types;
- Check if data has NAs values or invalid types;
- Initial exploration, check the m…
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I tried the grizzly data_cleaning demo in https://github.com/weld-project/weld/tree/master/examples/python/grizzly in my macbook.
The pandas version is 0.19.2.
The performance improvement actual…
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I recently purchased Xiaomi Mi Robot X10 and used `Create channels for new/unsupported devices (MIOT protocol)` to successfully create a database file.
[test-dreame.vacuum.r2209-20240813-212109.txt…
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• JOSEPHINE: Handle missing values and outliers, perform data cleaning tasks.
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-Check for any misspellings for species and genus.
-Figure out what to do with all the duplicated coordinates (cross-reference years to make sure they are/are not duplicates).
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convert categorical values to numeric
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Hi everyon,
I am still ecountering few issues when I was working on data cleaning part.
There are two kinds of empty data in my dataset, one kind of the empty data show as blank in the table, …
NEUHU updated
5 years ago
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It could be helpful to include more instruction on how to clean geospatial data. The data used in the notebooks has been carefully curated and is very clean. However, raw data is often full of errors,…