reflex-plot

Seamlessly plot dataframes in Reflex just like you would do with Matplotlib.

You can import plot from reflex_plot to get a Rechart component.

import random
from typing import Literal

import pandas as pd
import reflex as rx
from reflex_plot import plot

def plot_data(kind: Literal["line", "area", "bar"]) -> rx.Component:
    df = pd.DataFrame(
        {
            "category": list(range(20)),
            "value": [random.randint(0, 1000) for _ in range(20)],
        }
    )
    return plot(
        df,
        kind=kind,
        x="category",
        y="value",
        grid=True,
        tool_tip=True,
    )

Pandas plotting backend

You can also set reflex_plot as the default backend for pandas and use DataFrame.plot as you would do with Matplotlib

pd.set_option("plotting.backend", "reflex_plot")


def plot_data(kind: Literal["line", "area", "bar"]) -> rx.Component:
    df = pd.DataFrame(
        {
            "category": list(range(20)),
            "value": [random.randint(0, 1000) for _ in range(20)],
        }
    )
    return df.plot(
        kind=kind,
        x="category",
        y="value",
        grid=True,
        tool_tip=True,
    )

How to install

pip install reflex-plot

Charts type covered

• Line
• Area
• Bar