Minimalistic dashboard app for visualizing tabular data
Minimalistic dashboard app for visualizing tabular data -- WIP.
pip install tabloo
Run tabloo from within Python on an instance of a Pandas DataFrame:
# given a pandas dataframe `df` import tabloo tabloo.show(df)
Run tabloo from the command line on a CSV file:
Bring our own backend
Tabloo decouples the visualization frontend from the data backend. You could drive the frontend by arbitrary data backends, i.e., instead of running from DataFrames, you may implement a backend accessing other data sources like databases. This implies that backends can be implemented in any other language. Currently the backend API is still under development and may change. For now, the flask backend can serve as a reference implementation.
Currently the "Filter" input element accepts
It handles expressions like:
# filter by specific values SomeColumn == "some value" # standard inequality operations are supported SomeNumberColumn > 0 # it's possible to use advanced string conditions via `.str` SomeStringColumn.str.len() < 10 # Combining conditions is possible with & | and or ColumnA == 42 & SomeStringColumn.str.contains("substring")
Refer to documentation of query() for more examples.
Note: Eventually the syntax may change into a Pandas agnostic syntax to simplify implementations in non-Pandas backends.
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