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OpenBB/website/content/sdk/reference/econometrics/norm.md
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---------

Co-authored-by: jose-donato <zmcdonato@gmail.com>
Co-authored-by: jose-donato <43375532+jose-donato@users.noreply.github.com>
Co-authored-by: andrewkenreich <andrew.kenreich@gmail.com>
2023-10-30 21:01:29 +00:00

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title, description, keywords
title description keywords
norm This page provides a detailed guide for testing normality in data series using Python with a graphical representation of normal distribution. It also explains how to export data and use external axes for plotting.
Econometrics
OpenBB-finance
Data normality test
Timeseries
Histogram
Data exporting
Data plotting
Data Science
Statistics
Normal distribution

import HeadTitle from '@site/src/components/General/HeadTitle.tsx';

import Tabs from '@theme/Tabs'; import TabItem from '@theme/TabItem';

The distribution of returns and generate statistics on the relation to the normal curve.

Source Code: [link]

openbb.econometrics.norm(data: pd.Series)

Parameters

Name Type Description Default Optional
data pd.Series A series or column of a DataFrame to test normality for None False

Returns

Type Description
pd.DataFrame Dataframe containing statistics of normality

Determine the normality of a timeseries.

Source Code: [link]

openbb.econometrics.norm_chart(data: pd.Series, dataset: str = "", column: str = "", plot: bool = True, export: str = "", external_axes: Optional[List[axes]] = None)

Parameters

Name Type Description Default Optional
data pd.Series Series of custom data None False
dataset str Dataset name True
column str Column for y data True
plot bool Whether you wish to plot a histogram True True
export str Format to export data. True
external_axes Optional[List[plt.axes]] External axes to plot on None True

Returns

This function does not return anything