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Different Methods to Access General Information of Dataset with Python Pandas

Convenient Pandas’ methods to access the information of dataset better before processing and analyze it This article is the Part III of Data Analysis Series, which…

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Posted on November 10, 2022January 12, 2023

An Awesome Spell and Grammar Checker for Online Writing

An easy and practical spell and grammar checker for online writers to type an email, a blog post, or just a simple tweet or a response…

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Posted on November 9, 2022December 31, 2022

Different Methods to Easily Detect Missing Values in Python

Use different methods to detect missing values in a dataset using Python Pandas library This article is the Part IV of Data Analysis Series, which includes…

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Posted on November 8, 2022January 12, 2023

Convenient Methods to Rename Columns of Dataset with Pandas in Python

To display how easy it is to rename columns of a dataset for different cases using Python Pandas Library We usually change certain variables, rename, even…

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Posted on November 7, 2022January 12, 2023

How to Read Dataset from GitHub and Save it with Python Pandas

To display how easily and convenient to read a dataset from GitHub into Pandas DataFrame and save it in local computer GitHub is a good…

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Posted on November 7, 2022January 12, 2023

How to Convert Jupyter Notebook into a Standalone Web Application

To Convert a Jupyter Notebook into a Standalone Web Application using Voilà Jupyter notebook is not ideal to address non-technical audiences due to many codes, where…

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Posted on November 4, 2022January 12, 2023

How to Transfer a Jupyter Notebook into an Immediate Slideshow

Running your code directly while playing your slideshow during your presentation A Jupyter notebook can be either transferred into Reveal.js slides or turned into an…

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Posted on November 4, 2022January 12, 2023

Different Methods to Create Interactive Widget Plots in the Jupyter Notebook

To create interactive widget plots using IPython’s widgets The easiest way to get started with interactive widgets is using IPython’s widgets(ipywidgets). ipywidgets, also known as…

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Posted on November 3, 2022January 21, 2023

Easy Methods to Create 2D and 3D Interactive Plots with Plotly in the Jupyter Notebook

To display easy way to plot 2D and 3D interactive plots with Plotly in the Jupyter notebook In one of the previous posts, I illustrated how…

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Posted on November 3, 2022January 12, 2023

Create Interactive 2D and 3D Plots with Matplotlib in the Jupyter Notebook

To display how to easily plot 2D and 3D interactive plots with Matplotlib and its 3D in the Jupyter notebook 1. 2D Interactive Plot We can…

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Posted on November 3, 2022January 12, 2023

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Data Preprocessing

  • Essential Methods for String Data Manipulation with Pandas

    Essential Methods for String Data Manipulation with Pandas

    Posted on October 8, 2023February 21, 2026
  • Convenient Methods to Identify and Drop Duplicate Rows with Pandas

    Convenient Methods to Identify and Drop Duplicate Rows with Pandas

    Posted on October 8, 2023February 21, 2026
  • How to Easily Use Pandas 2.0 for Large Data

    How to Easily Use Pandas 2.0 for Large Data

    Posted on October 2, 2023February 21, 2026
  • 5 Practical Methods to Reshape DataFrame in Pandas

    5 Practical Methods to Reshape DataFrame in Pandas

    Posted on October 2, 2023February 21, 2026
  • Practical Methods to Reindex Rows of DataFrame with Pandas

    Practical Methods to Reindex Rows of DataFrame with Pandas

    Posted on July 7, 2023February 21, 2026

Data Visualization

  • 3 Convenient Methods to Plot a Horizontal or Vertical Line with Matplotlib

    3 Convenient Methods to Plot a Horizontal or Vertical Line with Matplotlib

    Posted on September 1, 2023February 21, 2026
  • Easily Simulate Streaming Data Visualization using Streamz and hvPlot

    Easily Simulate Streaming Data Visualization using Streamz and hvPlot

    Posted on April 11, 2023February 21, 2026
  • Easily Create Interactive Maps with hvPlot

    Easily Create Interactive Maps with hvPlot

    Posted on March 28, 2023March 28, 2023
  • Geodata Exploration and Visualization with GeoPandas

    Geodata Exploration and Visualization with GeoPandas

    Posted on March 20, 2023March 20, 2023
  • Data Visualization with hvPlot (IV): Interactive Plot Widgets and GUI

    Data Visualization with hvPlot (IV): Interactive Plot Widgets and GUI

    Posted on March 13, 2023March 13, 2023

Data Modelling

  • Practical Process to Develop a Simple LSTM Time Series Prediction Model

    Practical Process to Develop a Simple LSTM Time Series Prediction Model

    Posted on September 1, 2023February 21, 2026
  • Modelselect: A Python Package Helps Fast Develop Optimal Linear Regression Model

    Modelselect: A Python Package Helps Fast Develop Optimal Linear Regression Model

    Posted on December 23, 2022February 13, 2023
  • A Convenient Stepwise Regression Package to Help You Select Features in Python

    A Convenient Stepwise Regression Package to Help You Select Features in Python

    Posted on December 13, 2022January 12, 2023
  • Practical Process to Develop Machine Learning Regression Models with Python

    Practical Process to Develop Machine Learning Regression Models with Python

    Posted on December 9, 2022January 12, 2023
  • Develop a Classical Linear Regression Model with Python (IV): Model Evaluation

    Develop a Classical Linear Regression Model with Python (IV): Model Evaluation

    Posted on December 9, 2022January 1, 2023

Wavelet transform

  • 1D Discrete Stationary Wavelet Transform (IV): Signal Padding Methods

    1D Discrete Stationary Wavelet Transform (IV): Signal Padding Methods

    Posted on June 28, 2024February 21, 2026
  • 1D Discrete Stationary Wavelet Transform (III): Restrictions

    1D Discrete Stationary Wavelet Transform (III): Restrictions

    Posted on October 7, 2023February 21, 2026
  • 1D Discrete Stationary Wavelet Transform (II): Maximum Decomposition Level

    1D Discrete Stationary Wavelet Transform (II): Maximum Decomposition Level

    Posted on October 7, 2023February 21, 2026
  • 1D Discrete Stationary Wavelet Transform (I): Decomposition Methods

    1D Discrete Stationary Wavelet Transform (I): Decomposition Methods

    Posted on October 7, 2023February 21, 2026
  • Decimated Wavelet Transform (DWT) Versus Undecimated Wavelet Transform (UWT)

    Decimated Wavelet Transform (DWT) Versus Undecimated Wavelet Transform (UWT)

    Posted on October 2, 2023February 21, 2026
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