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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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Published Paper Details:
Design and Development of Handling Unstructured Data Maintenance and Insights Extraction
Authors
Madhuvarsu. Subhash Chandra Manvith,Dhanikonda. Balatripurasundari,Dr. M. Saraswathi
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Keywords
Keywords : Unstructured Data, Data Visualization, Data Preprocessing, Tkinter GUI, Unstructured Data Management, Linear Regression, Insights Extraction, Data Analysis.
Abstract
Data Insight Pro is a comprehensive Tkinter-based graphical user interface (GUI) application designed to facilitate unstructured data management and enable users to extract meaningful insights from their datasets. It provides a user-friendly platform for uploading Excel or CSV files, performing data preprocessing tasks, conducting statistical analyses, and generating insightful visualizations.
One of the key features of Data Insight Pro is its ability to preprocess data by handling missing values, removing duplicates, and detecting and handling outliers. This data cleaning process is crucial for improving data quality and enhancing the accuracy of subsequent analyses and visualizations. Additionally, the application incorporates a simple linear regression model to assess the impact of data preprocessing on model performance, calculating the accuracy before and after data cleaning.
Users can download the cleaned dataset as a CSV file and the generated visualizations as PDF or PNG files, with the option to include log information for better documentation and reproducibility. Data Insight Pro aims to streamline the data exploration, analysis, and visualization process, empowering users to make informed decisions based on high-quality data and insightful representations.
IJCRT's Publication Details
Unique Identification Number - IJCRT24A4813
Paper ID - 258710
Author type - Indian Author
Page Number(s) - p812-p818
Pubished in - Volume 12 | Issue 4 | April 2024
DOI (Digital Object Identifier) - http://doi.one/10.1729/Journal.39143
No Of Downloads - 66
Author Country - India, 631561, Kanchipuram, Kanchipuram, 631561, Science and Technology
Publisher Name - IJPUBLICATION | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
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Madhuvarsu. Subhash Chandra Manvith,Dhanikonda. Balatripurasundari,Dr. M. Saraswathi, "Design and Development of Handling Unstructured Data Maintenance and Insights Extraction", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.12, Issue 4, pp.p812-p818, April 2024, Available at :http://www.ijcrt.org/papers/IJCRT24A4813.pdf
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The International Journal of Creative Research Thoughts (IJCRT) aims to explore advances in research pertaining to applied, theoretical and experimental Technological studies.
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International Journal of Creative Research Thoughts (IJCRT)
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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