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ZENODO
Article . 2026
License: CC BY
Data sources: ZENODO
ZENODO
Article . 2026
License: CC BY
Data sources: Datacite
ZENODO
Article . 2026
License: CC BY
Data sources: Datacite
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Smart Expense Management Using AI: "Financial Storytelling with Google Sheets Integration

Authors: Yatin Yadav; Prashant Pal; Prince Kumar; Amit Kumar; Mr. Abhishek Chaudhary;

Smart Expense Management Using AI: "Financial Storytelling with Google Sheets Integration

Abstract

Personal financial management remains a critical challenge for individuals seeking to track expenses, analyze spending patterns, and achieve savings goals. This paper presents the design, implementation, and evaluation of an AI-powered expense tracking system that combines a user-friendly web interface with intelligent financial insights. The system leverages Streamlit for frontend visualization, Google Sheets as a cloud- based backend, and integrates AI-driven storytelling to provide users with actionable spending analyses. Unlike SMS-based tracking solutions, this system prioritizes privacy, supports cash transactions, and enables rich categorical data entry. Experimental results demonstrate that the system effectively visualizes weekly, monthly, and yearly financial trends while generating meaningful health scores and savings recommendations. The proposed solution offers a secure, scalable, and insightful approach to personal expense management.

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    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
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    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green