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Category: Python

How to Use Streamlit Session State

June 4, 2022 Jay data visualization, Intermediate, machine learning, Python

This tutorial will introduce you to the streamlit session state. Streamlit is super powerful and easy to use for creating[…]

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How to Make a WordCloud in Python

June 1, 2022 Jay Beginner, data visualization, machine learning, Python

This tutorial will show you how to make a wordcloud in Python. Wordcloud is a type of visualization for text[…]

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Create A Stock Market Heat Map Using Python

May 30, 2022 Jay data visualization, Finance & Investing, Intermediate, Python

In this tutorial we’ll go through step by step how to create a stock market heat map using the Python[…]

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Binning Data With Pandas Between Method

May 26, 2022 Jay Intermediate, machine learning, Office Automation, Python

Sometimes we need to perform data binning and the pandas method between() can help us achieve that goal. Data binning[…]

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Binning Data With Pandas Cut Method

May 25, 2022 Jay Intermediate, machine learning, Office Automation, Python

Sometimes we need to perform data binning and pandas provides a convenient method cut for exactly that purpose. Essentially we[…]

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How To Make Waterfall Chart In Python Matplotlib

May 19, 2022 Jay data visualization, Intermediate, Python

We are going to make a waterfall chart in Python, specifically using the matplotlib library. A waterfall chart shows the[…]

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Pandas idxmax method – How To Get First Row In Dataframe Based On Criteria (With Examples)

May 8, 2022 Jay Intermediate, machine learning, Office Automation, Python

The pandas idxmax() method can make some operations really simple. For example, getting the first row in a dataframe based[…]

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How To Find The Closest Value To An Input In Pandas

May 8, 2022 Jay Python

This tutorial will show you how to find the closest value to a given input in pandas. Sometimes we try[…]

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Calculate Option Implied Volatility In Python

April 30, 2022 Jay Finance & Investing, Python

This tutorial covers two methods on how to calculate option implied volatility using Python: brute force and Newton Raphson Method.[…]

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Calculate Black Scholes Option Price In Python

April 24, 2022 Jay Python

This tutorial will walk through how to calculate the Black Scholes Merton (BSM) model option price in Python. We are[…]

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