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Save a Pandas DataFrame as image

Project description

What is it all about?

Have you ever tried to save a pd.DataFrame into an image file? This is not a straightforward process at all. Unfortunately, pandas itself doesn’t provide this functionality out of the box.
df2img tries to fill the gap. It is a Python library that greatly simplifies the process of saving a pd.DataFrame into an image file (e.g. png or jpg).

Dependencies

df2img has a limited number of dependencies, namely

  • pandas

  • matplotlib

Quickstart

You can install the package via pip.

pip install df2img

Let’s create a simple pd.DataFrame with some dummy data:

import pandas as pd

from df2img import df2img

df = pd.DataFrame(
    data=dict(
        float_col=[1.4, float("NaN"), 250, 24.65],
        str_col=("string1", "string2", float("NaN"), "string4"),
    ),
    index=["row1", "row2", "row3", "row4"],
)
      float_col  str_col
row1       1.40  string1
row2        NaN  string2
row3     250.00      NaN
row4      24.65  string4

Basics

Saving df into a png-file is now a one-liner.

df2img(df, file="plot1.png")
plot1.png

Formatting

Setting the header row in a different color:

df2img(
    df,
    file="plot2.png",
    header_color="white",
    header_bgcolor="darkred",
)
plot2.png
You can alternate row colors for better readability. Using HEX colors is also possible:
df2img(
    df,
    file="plot3.png",
    header_color="white",
    header_bgcolor="darkred",
    row_bgcolors=["#d7d8d6", "#ffffff"],
)
plot3.png
Setting the title, font size, column width, and row height:
df2img(
    df,
    file="plot4.png",
    title="This is a title",
    title_loc="left",
    header_color="white",
    header_bgcolor="darkred",
    row_bgcolors=["#d7d8d6", "#ffffff"],
    font_size=10.0,
    col_width=1.5,
    row_height=0.3
)
plot4.png

Contributing to df2img

All bug reports and bug fixes, improvements to the documentation, or general ideas are welcome. Simply open an issue.

Project details


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