spraakbanken/metadata
Nov 2024 – Jun 2026
11 Months active
Languages Used
XMLYAMLJSONMarkdownPython
Technical Skills
ConfigurationData ManagementLinguistic Data OrganizationMetadata CurationMetadata ManagementSchema Management
Anne Schumacher
PROFILE
Anne Schumacher
Worked extensively on the spraakbanken/metadata repository, delivering over 30 features and 10 bug fixes in 11 months to enhance linguistic data management and NLP workflows. Focused on metadata quality, localization, and schema standardization, the work included harmonizing keywords, normalizing dataset IDs, and expanding multilingual support. Leveraged Python scripting, YAML configuration, and data modeling to streamline data extraction, validation, and documentation. Integrated new linguistic analyses, improved plugin usability, and established robust configuration management practices. These efforts improved data discoverability, analytics reliability, and onboarding for researchers, while supporting scalable, privacy-aware NLP processing and consistent metadata governance across diverse language resources.
Overall Statistics
Feature vs Bugs
75%Features
Repository Contributions
70Total
Bugs
10
Commits
70
Features
30
Lines of code
81,752
Activity Months11
Your Network
26 peopleWork History
June 2026
26 Commits • 13 Features
Jun 1, 2026June 2026: Achieved a metadata quality and consistency overhaul across spraakbanken/metadata. Key outcomes include harmonized keywords for improved corpus discoverability, lowercase ID normalization across datasets for reliable cross-references, and broad metadata enrichment across major corpora (rd-kammakt, rd-samtr, npegl, somali, dream, segreg, mepac, mepac-i, and related collections). Standardized dream.yaml placement with a reference schema, fixed creators/author formatting for robust parsing, resolved a formatting error, and moved toward a unified, collection-centered metadata structure. Task management improvements tightened definitions and naming consistency, supporting more predictable data governance. The work enhances business value by enabling faster data discovery, more accurate analytics, and more reliable data pipelines for researchers and downstream apps.
26 Commits • 13 Features
Jun 1, 2026June 2026: Achieved a metadata quality and consistency overhaul across spraakbanken/metadata. Key outcomes include harmonized keywords for improved corpus discoverability, lowercase ID normalization across datasets for reliable cross-references, and broad metadata enrichment across major corpora (rd-kammakt, rd-samtr, npegl, somali, dream, segreg, mepac, mepac-i, and related collections). Standardized dream.yaml placement with a reference schema, fixed creators/author formatting for robust parsing, resolved a formatting error, and moved toward a unified, collection-centered metadata structure. Task management improvements tightened definitions and naming consistency, supporting more predictable data governance. The work enhances business value by enabling faster data discovery, more accurate analytics, and more reliable data pipelines for researchers and downstream apps.
June 2026
March 2026
4 Commits • 2 Features
Mar 1, 2026Month: 2026-03 — Concise monthly summary for the spraakbanken/metadata repository. Focused on delivering two feature-led improvements for linguistic data with Stanza metadata integration and Mink analyses documentation updates, alongside targeted bug fixes to improve data quality. The work enhances downstream language-processing workflows, strengthens metadata quality, and improves developer usability and onboarding.
March 2026
4 Commits • 2 Features
Mar 1, 2026Month: 2026-03 — Concise monthly summary for the spraakbanken/metadata repository. Focused on delivering two feature-led improvements for linguistic data with Stanza metadata integration and Mink analyses documentation updates, alongside targeted bug fixes to improve data quality. The work enhances downstream language-processing workflows, strengthens metadata quality, and improves developer usability and onboarding.
January 2026
5 Commits • 2 Features
Jan 1, 2026January 2026 (2026-01) monthly summary for spraakbanken/metadata focusing on feature delivery, data quality, and cautious expansion of resource matching. Key work centered on licensing metadata standardization, data hygiene, and safe wildcard patterns to improve maintainability and accuracy while controlling resource expansion.
5 Commits • 2 Features
Jan 1, 2026January 2026 (2026-01) monthly summary for spraakbanken/metadata focusing on feature delivery, data quality, and cautious expansion of resource matching. Key work centered on licensing metadata standardization, data hygiene, and safe wildcard patterns to improve maintainability and accuracy while controlling resource expansion.
January 2026
December 2025
1 Commits • 1 Features
Dec 1, 2025December 2025: Delivered core localization alignment and expanded task localizations for the language-learning app, improving consistency and enabling new emotional analysis features. Key work centered on harmonizing keywords across localization files and introducing new task localizations for emotional analysis and multi-class emotion classification. Change implemented in spraakbanken/metadata with commit 4d667d32dfada684755894db03578f6054cc1c74. Impact: more consistent user experience, streamlined localization workflow, and foundation for upcoming analytics and UX enhancements.
December 2025
1 Commits • 1 Features
Dec 1, 2025December 2025: Delivered core localization alignment and expanded task localizations for the language-learning app, improving consistency and enabling new emotional analysis features. Key work centered on harmonizing keywords across localization files and introducing new task localizations for emotional analysis and multi-class emotion classification. Change implemented in spraakbanken/metadata with commit 4d667d32dfada684755894db03578f6054cc1c74. Impact: more consistent user experience, streamlined localization workflow, and foundation for upcoming analytics and UX enhancements.
November 2025
4 Commits • 2 Features
Nov 1, 2025Month 2025-11: Delivered analytics and usability enhancements for spraakbanken/metadata. Implemented Emotion Classification and Attitude Annotation analyses in the Sparv plugin with a configuration fix to ensure models load reliably. Added Mink interface URLs to YAML analyses to improve resource accessibility. Corrected YAML reference formatting in lasbart.yaml to ensure consistency. These changes improve model reliability, user experience, and maintainability across analytics workflows.
4 Commits • 2 Features
Nov 1, 2025Month 2025-11: Delivered analytics and usability enhancements for spraakbanken/metadata. Implemented Emotion Classification and Attitude Annotation analyses in the Sparv plugin with a configuration fix to ensure models load reliably. Added Mink interface URLs to YAML analyses to improve resource accessibility. Corrected YAML reference formatting in lasbart.yaml to ensure consistency. These changes improve model reliability, user experience, and maintainability across analytics workflows.
November 2025
June 2025
3 Commits • 2 Features
Jun 1, 2025June 2025: Delivered metadata documentation improvements and expanded linguistic analysis capabilities for spraakbanken/metadata. Enhancements improve data quality, readability, and developer onboarding, while new FastText models enable ready-to-use NLP analysis across multiple Swedish datasets.
June 2025
3 Commits • 2 Features
Jun 1, 2025June 2025: Delivered metadata documentation improvements and expanded linguistic analysis capabilities for spraakbanken/metadata. Enhancements improve data quality, readability, and developer onboarding, while new FastText models enable ready-to-use NLP analysis across multiple Swedish datasets.
May 2025
5 Commits • 2 Features
May 1, 2025May 2025 monthly summary for spraakbanken/metadata focused on data quality, consistency, and NLP feature enhancements across the Kubord 2 corpus. Delivered robust YAML data standardization, improved parsing integrity, and expanded localization keyword support (BERT and PI detection). Also corrected metadata timestamps to reflect accurate creation dates. These efforts reduce downstream data errors, enable more reliable analytics, and strengthen privacy-aware NLP capabilities across multiple years, delivering tangible business value and a foundation for scalable data processing.
5 Commits • 2 Features
May 1, 2025May 2025 monthly summary for spraakbanken/metadata focused on data quality, consistency, and NLP feature enhancements across the Kubord 2 corpus. Delivered robust YAML data standardization, improved parsing integrity, and expanded localization keyword support (BERT and PI detection). Also corrected metadata timestamps to reflect accurate creation dates. These efforts reduce downstream data errors, enable more reliable analytics, and strengthen privacy-aware NLP capabilities across multiple years, delivering tangible business value and a foundation for scalable data processing.
May 2025
April 2025
1 Commits
Apr 1, 2025April 2025 monthly summary for spraakbanken/metadata focusing on data quality and metadata accuracy. No new user-facing features were delivered this month; the emphasis was on cleaning up outdated metadata to improve reporting integrity and downstream tooling compatibility.
April 2025
1 Commits
Apr 1, 2025April 2025 monthly summary for spraakbanken/metadata focusing on data quality and metadata accuracy. No new user-facing features were delivered this month; the emphasis was on cleaning up outdated metadata to improve reporting integrity and downstream tooling compatibility.
February 2025
15 Commits • 3 Features
Feb 1, 2025February 2025 (2025-02) monthly summary for spraakbanken/metadata. The team delivered substantive localization tooling and metadata hygiene improvements, enhanced documentation and formatting standards, and refactored metadata workflows to improve maintainability and reduce localization errors. This work establishes a stronger foundation for scalable localization efforts and data governance across metadata assets.
15 Commits • 3 Features
Feb 1, 2025February 2025 (2025-02) monthly summary for spraakbanken/metadata. The team delivered substantive localization tooling and metadata hygiene improvements, enhanced documentation and formatting standards, and refactored metadata workflows to improve maintainability and reduce localization errors. This work establishes a stronger foundation for scalable localization efforts and data governance across metadata assets.
February 2025
January 2025
2 Commits • 1 Features
Jan 1, 2025Delivered core metadata improvements in 2025-01, focusing on multilingual readiness and data quality. Implemented localization support and resolved key YAML formatting issues to improve consistency, searchability, and translation workflows across the repository.
January 2025
2 Commits • 1 Features
Jan 1, 2025Delivered core metadata improvements in 2025-01, focusing on multilingual readiness and data quality. Implemented localization support and resolved key YAML formatting issues to improve consistency, searchability, and translation workflows across the repository.
November 2024
4 Commits • 2 Features
Nov 1, 2024November 2024 monthly summary for spraakbanken/metadata focused on expanding language analysis capabilities, organizing Mink analyses, and cleaning metadata to reduce maintenance overhead. Key outcomes include a broader modern Swedish analyses collection integrated with Korp, a new Mink analyses YAML collection, and metadata/schema cleanup eliminating outdated schemas and updating licensing and resource data. These changes enhance data discovery, reproducibility, and researcher workflows, while minimizing compliance and maintenance risks.
4 Commits • 2 Features
Nov 1, 2024November 2024 monthly summary for spraakbanken/metadata focused on expanding language analysis capabilities, organizing Mink analyses, and cleaning metadata to reduce maintenance overhead. Key outcomes include a broader modern Swedish analyses collection integrated with Korp, a new Mink analyses YAML collection, and metadata/schema cleanup eliminating outdated schemas and updating licensing and resource data. These changes enhance data discovery, reproducibility, and researcher workflows, while minimizing compliance and maintenance risks.
November 2024
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Quality Metrics
Correctness98.2%
Maintainability98.2%
Architecture97.2%
Performance98.6%
AI Usage20.2%
Skills & Technologies
Programming Languages
JSONMarkdownPythonXMLYAML
Technical Skills
API InteractionCode FormattingConfigurationConfiguration ManagementData CleaningData CurationData EngineeringData ExtractionData ManagementData ValidationData modelingDocumentationEditorConfigError HandlingFile Handling
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