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Niharika Aitam has Published 172 Articles

Niharika Aitam
1K+ Views
RDD is abbreviated as Resilient Distributed Dataset, which is PySpark fundamental abstraction (Immutable collection of objects). The RDD’s are the primary building blocks of the PySpark. They split into smaller chunks and distributed among the nodes in a cluster. It supports the operations of transformations and actions. Dataframe in ... Read More

Niharika Aitam
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Integrated Development Environments (IDEs) are software applications that provide comprehensive tools and features to facilitate software development. The following are the IDLEs that are compatible with seaborn library. Jupyter Notebook/JupyterLab Jupyter Notebook and JupyterLab are widely used interactive computing environments for data analysis and visualization. They provide a web-based interface ... Read More

Niharika Aitam
1K+ Views
Seaborn is primarily a static visualization library, which means generates static images of plots. However, we can combine Seaborn with other libraries to create interactive visualizations. The following are the few approaches for achieving interactive visualization using Seaborn. Matplotlib Interactivity Seaborn is built on top of Matplotlib, which provides interactivity ... Read More

Niharika Aitam
113 Views
Seaborn offers various ways to visualize pandas data, allowing you to gain insights and communicate patterns or relationships effectively. Here are some common ways to visualize pandas data using Seaborn. Scatter Plots The `scatterplot()` function can be used to create scatter plots that show the relationship between two numeric variables. ... Read More

Niharika Aitam
248 Views
Seaborn is a versatile data visualization library that can be used to visualize various types of data. It provides a wide range of plot types and customization options that make it suitable for exploring and presenting different types of data. The below are the types of data that are particularly ... Read More

Niharika Aitam
249 Views
A Seaborn plot consists of several main components that work together to create informative and visually appealing visualizations. Understanding these components can help you customize and interpret Seaborn plots effectively. The below are the main components of a Seaborn plot. Figure and Axes Seaborn plots are created using Matplotlib's figure ... Read More

Niharika Aitam
442 Views
Seaborn is a popular data visualization library in Python that builds on top of Matplotlib. While Seaborn itself does not have a large number of external dependencies, it relies on several other libraries to provide its functionality and enhance the visualizations. The below are the main dependency libraries of seaborn. ... Read More

Niharika Aitam
668 Views
Seaborn is a powerful Python data visualization library built on top of Matplotlib. It provides a high−level interface for creating visually appealing and informative statistical graphics. The following are the important features of the seaborn library. Built−in Themes and Aesthetics Seaborn comes with built−in themes that enhance the overall look ... Read More

Niharika Aitam
252 Views
Seaborn library is used to create the visualization of plots. This library uses the matplotlib library to visualize the plots. It has high visualization API. To work with the seaborn library we should have knowledge the below mentioned aspects. Technical knowledge We should have basic knowledge about computer programming and ... Read More

Niharika Aitam
212 Views
There are many libraries in the Python programming language. Among them one of the libraries is the seaborn library. It is an open source library. Seaborn library is used to create the visualization of plots. This library uses the matplotlib library to visualize the plots. It has high visualization API. ... Read More