OpenITI/FASDH25
Mar 2025 – May 2025
3 Months active
Languages Used
MarkdownPythonTextUrduHTMLJavaScript
Technical Skills
Content ManagementData ProcessingDocument EditingDocumentationDocumentation ManagementFile Handling
Mahpara123708
PROFILE
Mahpara123708
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
29Total
Bugs
0
Commits
29
Features
9
Lines of code
37,575
Activity Months3
Your Network
63 people
Work History
May 2025
9 Commits • 5 Features
May 1, 2025May 2025 (OpenITI/FASDH25) delivered a multi-faceted analytics and visualization suite with concrete business value and improved data-driven decision support. No major defects were reported; the emphasis was on feature delivery, code quality, and reproducible reporting. Key outcomes include: 1) Geospatial Data Visualization — an interactive browser-based scatter map built with Plotly Express and Pandas reading TSV data, enabling location-aware insights for content strategy and distribution. 2) Article Data Analytics Dashboard — a comprehensive analytics suite featuring a histogram of article lengths, identification of the longest article, total word/character length, export of the top 20 longest articles, creation of a standardized date column, and filtering/export for early-2023 content; improved reporting fidelity with CSV renaming reflecting current user/task. 3) N-gram Trend Analysis — term-specific counts over time visualized monthly to surface evolving topics and trends. 4) TF-IDF Graph and Topic Visualization — generation of edges/nodes from a TF-IDF CSV, CSV export outputs, and a Plotly-based bar snippet highlighting top topics by article count over years. 5) Mahpara Karim Content Updates — added HTML content for Mahpara Karim, including short articles and top-5 evolutions content. Overall impact: Accelerated data-driven content decisions, streamlined analytics and export workflows, and delivered user-facing visual dashboards that translate data into actionable insights. Demonstrated capabilities across data wrangling, visualization, NLP preprocessing (N-grams, TF-IDF), and web-friendly outputs, reinforcing repeatable pipelines for stakeholder reporting.
9 Commits • 5 Features
May 1, 2025May 2025 (OpenITI/FASDH25) delivered a multi-faceted analytics and visualization suite with concrete business value and improved data-driven decision support. No major defects were reported; the emphasis was on feature delivery, code quality, and reproducible reporting. Key outcomes include: 1) Geospatial Data Visualization — an interactive browser-based scatter map built with Plotly Express and Pandas reading TSV data, enabling location-aware insights for content strategy and distribution. 2) Article Data Analytics Dashboard — a comprehensive analytics suite featuring a histogram of article lengths, identification of the longest article, total word/character length, export of the top 20 longest articles, creation of a standardized date column, and filtering/export for early-2023 content; improved reporting fidelity with CSV renaming reflecting current user/task. 3) N-gram Trend Analysis — term-specific counts over time visualized monthly to surface evolving topics and trends. 4) TF-IDF Graph and Topic Visualization — generation of edges/nodes from a TF-IDF CSV, CSV export outputs, and a Plotly-based bar snippet highlighting top topics by article count over years. 5) Mahpara Karim Content Updates — added HTML content for Mahpara Karim, including short articles and top-5 evolutions content. Overall impact: Accelerated data-driven content decisions, streamlined analytics and export workflows, and delivered user-facing visual dashboards that translate data into actionable insights. Demonstrated capabilities across data wrangling, visualization, NLP preprocessing (N-grams, TF-IDF), and web-friendly outputs, reinforcing repeatable pipelines for stakeholder reporting.
May 2025
April 2025
1 Commits • 1 Features
Apr 1, 2025April 2025: Delivered a targeted feature in OpenITI/FASDH25 to enhance corpus analytics and resource accessibility. Key feature: Geopolitical Term Frequency Analysis for the Al Jazeera article collection, enabling precise counting of geopolitical terms across the corpus to support trend analysis and risk assessment. A new PDF resource related to an examination schedule was added to improve scheduling workflows and documentation. No major bugs fixed this month; minor issues were reviewed and resolved to maintain feature stability. Overall impact: improved analytical capability for geopolitical discourse, stronger data governance, and prepared groundwork for deeper analytics in the next cycle. Technologies and skills demonstrated: natural language processing concepts for term-frequency analysis, corpus processing, data handling, and disciplined version control.
April 2025
1 Commits • 1 Features
Apr 1, 2025April 2025: Delivered a targeted feature in OpenITI/FASDH25 to enhance corpus analytics and resource accessibility. Key feature: Geopolitical Term Frequency Analysis for the Al Jazeera article collection, enabling precise counting of geopolitical terms across the corpus to support trend analysis and risk assessment. A new PDF resource related to an examination schedule was added to improve scheduling workflows and documentation. No major bugs fixed this month; minor issues were reviewed and resolved to maintain feature stability. Overall impact: improved analytical capability for geopolitical discourse, stronger data governance, and prepared groundwork for deeper analytics in the next cycle. Technologies and skills demonstrated: natural language processing concepts for term-frequency analysis, corpus processing, data handling, and disciplined version control.
March 2025
19 Commits • 3 Features
Mar 1, 2025For OpenITI/FASDH25 in March 2025, delivered targeted improvements to document quality, content tooling, and test scaffolding, focusing on business value, readability, and research support. The month emphasized content curation, lightweight analytics tooling, and reproducible testing to accelerate content ingestion and insights.
19 Commits • 3 Features
Mar 1, 2025For OpenITI/FASDH25 in March 2025, delivered targeted improvements to document quality, content tooling, and test scaffolding, focusing on business value, readability, and research support. The month emphasized content curation, lightweight analytics tooling, and reproducible testing to accelerate content ingestion and insights.
March 2025
Activity
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Quality Metrics
Correctness87.2%
Maintainability87.6%
Architecture80.0%
Performance83.4%
AI Usage20.0%
Skills & Technologies
Programming Languages
HTMLJavaScriptMarkdownPythonTextUrdu
Technical Skills
CSV HandlingCSV ManipulationContent ManagementData AnalysisData ProcessingData VisualizationDocument EditingDocumentationDocumentation ManagementFile HandlingFile I/OFile ManagementFront End DevelopmentJavaScriptPandas
Repositories Contributed To
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