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  • Page 10

Convenient Methods to Encode Categorical Variables in Python

Easy and flexible methods to encode categorical variables for further quantitative analysis In many cases, we need to transfer categorical or string variables into numbers…

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Posted on November 12, 2022January 12, 2023

Different Methods to Treat Outliers of Datasets with Python Pandas

Practical methods helping you treat outliers during data processing step of data analysis In the last article, we used different method to detect the outliers in…

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Posted on November 11, 2022January 12, 2023

Different Methods to Quickly Detect Outliers of Dataset with Python Pandas

Convenient methods to quickly detect outliers in dataset with Pandas This article is the Part VI of Data Analysis Series, which includes the following parts. I…

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Posted on November 11, 2022January 12, 2023

How to Read Dataset from Google Drive with Python Pandas

Easy and convenient method to read a dataset from the Google Drive In the previous article, I displayed how to read a dataset from GitHub and…

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Posted on November 10, 2022January 12, 2023

Different Methods to Impute Missing Values of Datasets using Python Pandas

Pandas provides many convenient methods to impute missing values in the dataset In this article, we learn how to deal with the missing values in a…

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Posted on November 10, 2022January 12, 2023

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

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  • descripstats 0.1.1 Released
  • 1D Discrete Stationary Wavelet Transform (IV): Signal Padding Methods
  • Essential Methods for String Data Manipulation with Pandas
  • Convenient Methods to Identify and Drop Duplicate Rows with Pandas

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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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