Data analysis and visualization
Versión 1.0.0 (1,46 KB) por
Dhanush
Data analysis and visualization are essential steps in understanding and interpreting data. They allow us to uncover patterns, trends.
DATA ANALYSIS:
- Data analysis encompasses various techniques for processing, cleaning, and transforming raw data. It involves statistical methods, machine learning algorithms, and domain-specific approaches.
- Common data analysis tasks include:
- Descriptive statistics (mean, median, variance, etc.)
- Exploratory data analysis (EDA) to understand data distributions and relationships
- Hypothesis testing and inferential statistics.
Data Visualization:
- Data visualization translates data into visual forms such as plots, charts, graphs, and maps. It helps convey complex information in an intuitive manner.
- Key aspects of data visualization:
- Types of Visualizations:
- Line plots, scatter plots, bar charts, histograms, heatmaps, etc.
- 3D visualizations for spatial data
- Geographic maps.
Citar como
Dhanush (2024). Data analysis and visualization (https://www.mathworks.com/matlabcentral/fileexchange/166311-data-analysis-and-visualization), MATLAB Central File Exchange. Recuperado .
Compatibilidad con la versión de MATLAB
Se creó con
R2024a
Compatible con cualquier versión
Compatibilidad con las plataformas
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Agradecimientos
Inspirado por: Beyond Excel: Enhancing Your Data Analysis with MATLAB (August 2017), FSDA - Flexible Statistics Data Analysis toolbox
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Versión | Publicado | Notas de la versión | |
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1.0.0 |