Updated readme
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@@ -16,28 +16,33 @@ I hope you find it useful and engaging for data exploration.
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ComfyUI-Data-Analysis is a custom module for analyzing data using Pandas and Matplotlib within ComfyUI.
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ComfyUI-Data-Analysis is an extension for ComfyUI consisting of many custom nodes for analyzing data using Pandas, Seaborn and Matplotlib within ComfyUI.
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Here are just some of the included nodes. For a complete list of nodes, check out [Node Reference](docs/reference/node_reference.md):
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- Loading a CSV file as a DataFrame
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- Saving a DataFrame to a CSV file
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- Selecting a subset of columns from a DataFrame
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- Selecting a subset of rows from a DataFrame by specifying a filter condition
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- Sorting a DataFrame by a column
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- Displaying the content of a DataFrame
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- Extracting the first part of a DataFrame
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- Joining two DataFrames (inner, left, right, outer joins)
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- Outputting statistics of a DataFrame (e.g., standard deviation)
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- Line plot
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- Scatter plot
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- Bar chart
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ComfyUI-Data-Analysis supports a wide range of custom nodes in the categories below. For a complete list, see [Node Reference](docs/reference/node_reference.md):
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* Aggregation
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* Arithmetic method
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* Cumulative calculations
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* Data cleansing
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* Data subset selection
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* Data type conversion
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* DataFrame information
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* Date and time processing
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* Display data
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* IO
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* Math
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* Plot
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* Summary statistics
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* Data transformation
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You can connect these nodes to conduct complex analysis in an intuitive graphical way.
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You can also use other Comfy custom nodes to fit your needs (e.g., combining images).
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These custom nodes enhance efficiency and usability in data exploration and analysis.
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Creating sample data and plotting it is incredibly simple, as shown below:
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An example plot
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## Installation
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Note: GPU is not required to run this custom module.
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