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📃: Time Series Visualization #68

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sharayuanuse opened this issue Oct 3, 2024 · 2 comments · Fixed by #76
Closed

📃: Time Series Visualization #68

sharayuanuse opened this issue Oct 3, 2024 · 2 comments · Fixed by #76
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@sharayuanuse
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Contributor Denotes issues or PRs submitted by contributors to acknowledge their participation. good first issue Good for newcomers gssoc-ext hacktoberfest level2 Status: Assigned💻 Indicates an issue has been assigned to a contributor.

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@sharayuanuse
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🔴 Title : Time Series Visualization
🔴 Aim : To develop and implement comprehensive visualizations and analyses for time series data, focusing on uncovering trends, seasonal patterns, and key insights.
🔴 Brief Explanation : This project aims to create a robust time series visualization tool that incorporates various analyses, including Exploratory Data Analysis (EDA), autocorrelation, exponential smoothing, moving averages, seasonal plots, and trend analysis. The goal is to generate insightful visual representations that aid in understanding trends over time, ultimately assisting stakeholders in making data-driven decisions.
Key functionalities will include:

  • Interactive visualizations for enhanced user engagement.
  • Automated report generation compiling all analyses.
  • Customizable plotting options to present data insights effectively.

Screenshots 📷

autocorrelation_plot
eda_plot
exponential_smoothing_plot
moving_average_plot
seasonal_plot
trend_analysis_plot

✅ To be Mentioned while taking the issue :

  • Full name : Sharayu Arjun Anuse
  • What is your participant role? (Mention the Open Source Program name. Eg. GSOC, GSSOC, SSOC, JWOC, etc.)
    Contributor @ GSSOC-Ext 2024, Contributor @ Hacktoberfest 2024

Happy Contributing 🚀

All the best. Enjoy your open source journey ahead. 😎
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github-actions bot commented Oct 3, 2024

🙌 Thank you for bringing this issue to our attention! We appreciate your input and will investigate it as soon as possible.

Feel free to join our community on Discord to discuss more!

@UTSAVS26 UTSAVS26 added good first issue Good for newcomers Contributor Denotes issues or PRs submitted by contributors to acknowledge their participation. Status: Assigned💻 Indicates an issue has been assigned to a contributor. level2 gssoc-ext hacktoberfest labels Oct 4, 2024
@sharayuanuse sharayuanuse mentioned this issue Oct 4, 2024
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github-actions bot commented Oct 4, 2024

✅ This issue has been closed. Thank you for your contribution! If you have any further questions or issues, feel free to join our community on Discord to discuss more!

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Contributor Denotes issues or PRs submitted by contributors to acknowledge their participation. good first issue Good for newcomers gssoc-ext hacktoberfest level2 Status: Assigned💻 Indicates an issue has been assigned to a contributor.
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Time Series Visualization
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@sharayuanuse @UTSAVS26