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What is Dataset

Handbook of Research on Applied Intelligence for Health and Clinical Informatics
Set of data or collection of data.
Published in Chapter:
COVID-19 Data Forecasting and Spread Visualization Using ML
Manisha Bhende (Dr. D. Y. Patil Institute of Engineering, Management, and Research, Akurdi, India), Shubhangi Mapare (Dr. D. Y. Patil Institute of Engineering, Management, and Research, Akurdi, India), Divya Rokde (Dr. D. Y. Patil Institute of Engineering, Management, and Research, Akurdi, India), Kalyani Pramod Chaudhary (Dr. D. Y. Patil Institute of Engineering, Management, and Research, Akurdi, India), and Snehal Vikas Mali (Dr. D. Y. Patil Institute of Engineering, Management, and Research, Akurdi, India)
DOI: 10.4018/978-1-7998-7709-7.ch009
Abstract
The COVID-19 global pandemic has affected everyone's day-to-day life. The COVID spread data is increasing rapidly which needs to be visualized in some format. The statistical data includes infected, recovered, and the death count which is visualized by various tools. This project presents an interactive dynamic dashboard to display the details about the COVID-19 patient reports, scheduled reports, timely reports, geographical reports including state-wise, district wise. It should have options to display the metrics using charts, graphs, etc. Application features include registration, download report in multiple formats, email the report, schedule a report, share a report. Users can check for Epass availability; the decision will be taken by checking the covid-affected counts on the source and destination. Patient details will be stored in the cloud. The model includes a prediction of upcoming covid-affected count using ML.
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A Hybrid Classification Algorithm and Its Application on Four Real-World Data Sets
A set (collection) of related (discrete) items that may be managed independently or in groups or accessed as a whole entity.
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Recommendation Systems
Datasets are commonly used in machine learning. They regroup a set of linked data that can be in various formats (texts, numbers, images, videos, etc.).
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Restaurant Sales Prediction Using Machine Learning
A collection of data that can be analyzed and used for different purposes.
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The Effect of Multilingual Awareness on Indonesian EFL Pre-Service Teachers' Teaching Motivation
An electronically organized set of data, comprising observed, discovered, or derived values that are collected, selected, and coordinated for specific purposes.
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Data Visualization in R
Collection of data or information.
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Deep Learning Approaches for Affective Computing in Text
A dataset is a collection of logically related data, which may include various types of information such as numerical values, textual details, images or videos.
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Data Journalism
A collection of data that contains individual data units organized in a specific way and accessed by a specific access method that is based on the data set organization.
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Tools, Technologies, and Methodologies to Support Data Science: Support Technologies for Data Science
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Trending Big Data Tools for Industrial Data Analytics
A collection of related sets of information that is composed of separate elements but can be manipulated as a unit by a computer.
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An Overview of Applications of Artificial Intelligence Using Different Techniques, Algorithms, and Tools
A data collection containing instances. Each column represents a feature in a typical dataset, and each row represents a member of the dataset.
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Privacy Preservation of Image Data With Machine Learning
Data gathering that complies with a scheme without ordering constraints. Each column in a typical dataset is a function, and each row is a part of the dataset.
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Data Journalism: Definition, Skills, Difficulties, and Perspectives
Is a collection of data that contains individual data units organized in a specific way and accessed by a specific access method that is based on the dataset organization.
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Learning Analytics
A collection of data logged from a certain case of study. The later analysis of the dataset requires some metadata to describe the case of study, such as a description of the context, the existinig event types, the user profiles, et cetera.
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Text Classification: New Fuzzy Decision Tree Model
A set of documents used by a system to make his learning step, first, and test its performance in the second step. That is why it is composed of two groups of documents: learning documents and test documents.
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Unsupervised Automatic Keyphrases Extraction on Italian Datasets
Is a collection of data. Usually referred to a coherent set of data, such as records of a single database, or even of a single table.
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Alternative Tourism Strategies to Enhance Local Sustainable Tourism Development: The ALTER-ECO Project in Gandia (Spain)
A collection of data. A group of related sets of information that is composed of separate elements but can be manipulated as a unit by a computer. When this collection is extremely large is called big data.
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Two Enhancement Levels for Male Fertility Rate Categorization Using Whale Optimization and Pegasos Algorithms
A collection of related (discrete) items which may be processed independently or in groups or accessed as a whole entity.
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Generative AI in Higher Education
A collection of data that AI models use for training or testing. The quality and diversity of datasets can significantly impact the performance and fairness of AI systems.
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