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International Journal for Research Trends and Innovation
International Peer Reviewed & Refereed Journals, Open Access Journal
ISSN Approved Journal No: 2456-3315 | Impact factor: 8.14 | ESTD Year: 2016
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Issue: December 2025
Volume 10 | Issue 12
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Impact Factor : 8.14
Issue per Year : 12
Volume Published : 10
Issue Published : 115
Article Submitted : 19463
Article Published : 8041
Total Authors : 21252
Total Reviewer : 769
Total Countries : 145
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| Paper Title: | AI-Powered Visual Analytics: Effortless Data Insights |
| Authors Name: | Devi Dharshini S S , Geethanjali M , Saran M |
| Download E-Certificate: | Download |
| Author Reg. ID: |
IJRTI_202283
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| Published Paper Id: | IJRTI2504098 |
| Published In: | Volume 10 Issue 4, April-2025 |
| DOI: | |
| Abstract: | In today’s data-driven landscape, being able to interpret large datasets quickly and intuitively is more important than ever. This paper presents an innovative AI-powered Data Visualization Agent that takes natural language queries and turns them into engaging, real-time visual analytics, all thanks to large language models (LLMs) and a secure execution environment. Built using Streamlit, this system combines Together AI’s cutting-edge language models with E2B’s sandboxed execution, offering a smooth, code-free experience for exploring data. Users can easily upload CSV files and pose questions in everyday language to get back relevant statistical summaries and dynamic charts. The system also includes automated data preprocessing, smart chart-type selection, and secure backend code generation and execution. This project showcases how modern AI tools can make data analysis accessible to everyone, empowering non-technical users in their decision-making processes. |
| Keywords: | Data Visualization, Natural Language Interface, LLM, Together AI, E2B, Streamlit, Python, Secure Code Execution, AI Agent, Interactive Charts. |
| Cite Article: | "AI-Powered Visual Analytics: Effortless Data Insights", International Journal of Science & Engineering Development Research (www.ijrti.org), ISSN:2455-2631, Vol.10, Issue 4, page no.a775-a780, April-2025, Available :http://www.ijrti.org/papers/IJRTI2504098.pdf |
| Downloads: | 000406 |
| ISSN: |
2456-3315 | IMPACT FACTOR: 8.14 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.14 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
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Published Paper ID: IJRTI2504098
Registration ID:202283
Published In: Volume 10 Issue 4, April-2025
DOI (Digital Object Identifier):
Page No: a775-a780 Country: coimbatore, tamilnadu, India Research Area: Science & Technology Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI2504098 Published Paper PDF: https://www.ijrti.org/papers/IJRTI2504098 |
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ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
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