OCHA-DAP/data-grid-recipes
Nov 2024 – Feb 2026
15 Months active
Languages Used
YAMLJavaScriptUnknownNone
Technical Skills
Configuration ManagementData ConfigurationData ManagementConfigurationData CatalogingData Engineering
Metasebya
PROFILE
Metasebya
Overall Statistics
Feature vs Bugs
78%Features
Repository Contributions
340Total
Bugs
27
Commits
340
Features
96
Lines of code
3,136
Activity Months15
Your Network
2 peopleShared Repositories
2
Work History
February 2026
17 Commits • 2 Features
Feb 1, 2026February 2026 monthly summary for OCHA-DAP/data-grid-recipes focusing on delivering key features around global datasets integration with governance and enhanced food prices data quality. Deprecated outdated JIAF data, introduced complementary datasets, refreshed country-level price data, and improved metadata flags to reflect governance changes, resulting in higher data accuracy, governance compliance, and readiness for decision support.
17 Commits • 2 Features
Feb 1, 2026February 2026 monthly summary for OCHA-DAP/data-grid-recipes focusing on delivering key features around global datasets integration with governance and enhanced food prices data quality. Deprecated outdated JIAF data, introduced complementary datasets, refreshed country-level price data, and improved metadata flags to reflect governance changes, resulting in higher data accuracy, governance compliance, and readiness for decision support.
February 2026
January 2026
2 Commits • 1 Features
Jan 1, 2026January 2026 monthly summary for OCHA-DAP/data-grid-recipes: Delivered Dataset Metadata Auto-Freshness to standardize and automate freshness handling for the cadre-harmonise dataset and data grid recipe. This feature removes outdated metadata overrides and updates metadata to reflect auto-freshness, improving data accuracy and clarity for end users. No major bugs reported or fixed this month; focus was on feature implementation, code quality, and governance. Result: more reliable metadata, faster decision-making for data consumers, and reduced manual maintenance. Technologies demonstrated: metadata management, data governance, automated freshness logic, cross-repo collaboration.
January 2026
2 Commits • 1 Features
Jan 1, 2026January 2026 monthly summary for OCHA-DAP/data-grid-recipes: Delivered Dataset Metadata Auto-Freshness to standardize and automate freshness handling for the cadre-harmonise dataset and data grid recipe. This feature removes outdated metadata overrides and updates metadata to reflect auto-freshness, improving data accuracy and clarity for end users. No major bugs reported or fixed this month; focus was on feature implementation, code quality, and governance. Result: more reliable metadata, faster decision-making for data consumers, and reduced manual maintenance. Technologies demonstrated: metadata management, data governance, automated freshness logic, cross-repo collaboration.
December 2025
34 Commits • 12 Features
Dec 1, 2025December 2025 monthly summary for OCHA-DAP/data-grid-recipes highlights a concerted push on data freshness, metadata governance, and resilient data pipelines across IPC, Malnutrition, MN, and COD-AB datasets. Deliverables focused on metadata override management, dataset status updates, and automated freshness workflows, with targeted cleanup to remove deprecated monitoring and improve maintainability. The work reduces manual intervention, accelerates data refresh cycles, and strengthens governance around critical humanitarian datasets.
34 Commits • 12 Features
Dec 1, 2025December 2025 monthly summary for OCHA-DAP/data-grid-recipes highlights a concerted push on data freshness, metadata governance, and resilient data pipelines across IPC, Malnutrition, MN, and COD-AB datasets. Deliverables focused on metadata override management, dataset status updates, and automated freshness workflows, with targeted cleanup to remove deprecated monitoring and improve maintainability. The work reduces manual intervention, accelerates data refresh cycles, and strengthens governance around critical humanitarian datasets.
December 2025
November 2025
11 Commits • 5 Features
Nov 1, 20252025-11 Monthly Summary — OCHA-DAP/data-grid-recipes Key outcomes: - Data Grid Complementary Datasets Expansion: Extended data grid coverage with returnees datasets (IOM) and anomaly hotspot integration for agri production; removed outdated humanitarian needs data and updated COD-AB automatic status handling. - Dataset Access Governance Update: Removed references to outdated datasets to ensure access controls only expose current datasets for humanitarian analysis. - Afghanistan CDI Integration and Lifecycle: Introduced Afghanistan Combined Drought Indicator (CDI) into the data grid with a complete/incomplete display readiness lifecycle. - System Stability: Ensure Complete File System Structure: Enforced a complete filesystem structure to guarantee required files and directories exist for reliable operation. - IPC Data Readiness Status Update: Updated IPC dataset status to reflect completeness and reliability for use. Major bugs fixed: - Cleaned up governance by removing obsolete dataset references and correcting access rules. - Corrected CDI display and lifecycle status logic to reflect current readiness; - Hardened filesystem setup to prevent missing-file runtime errors; - Aligned IPC data readiness status with actual data completeness. Overall impact and accomplishments: - Significantly broadened data coverage for humanitarian analysis and decision support (returnees, CDI, anomaly hotspots). - Strengthened data governance and access controls, reducing risk of stale data usage. - Improved data reliability and readiness, enabling faster, evidence-based responses. - Stabilized operations through filesystem hardening and robust readiness workflows. Technologies/skills demonstrated: - Data integration and dataset governance within a production data grid. - Indicator lifecycle management and display logic (CDI). - Data quality and readiness assessment (IPC) and anomaly/hazards integration. - Infrastructure hygiene and deployment stability via complete filesystem structure. Business value: - Accelerated humanitarian analytics, improved compliance with current datasets, and reduced risk from stale data, enabling faster and more reliable decision-making.
November 2025
11 Commits • 5 Features
Nov 1, 20252025-11 Monthly Summary — OCHA-DAP/data-grid-recipes Key outcomes: - Data Grid Complementary Datasets Expansion: Extended data grid coverage with returnees datasets (IOM) and anomaly hotspot integration for agri production; removed outdated humanitarian needs data and updated COD-AB automatic status handling. - Dataset Access Governance Update: Removed references to outdated datasets to ensure access controls only expose current datasets for humanitarian analysis. - Afghanistan CDI Integration and Lifecycle: Introduced Afghanistan Combined Drought Indicator (CDI) into the data grid with a complete/incomplete display readiness lifecycle. - System Stability: Ensure Complete File System Structure: Enforced a complete filesystem structure to guarantee required files and directories exist for reliable operation. - IPC Data Readiness Status Update: Updated IPC dataset status to reflect completeness and reliability for use. Major bugs fixed: - Cleaned up governance by removing obsolete dataset references and correcting access rules. - Corrected CDI display and lifecycle status logic to reflect current readiness; - Hardened filesystem setup to prevent missing-file runtime errors; - Aligned IPC data readiness status with actual data completeness. Overall impact and accomplishments: - Significantly broadened data coverage for humanitarian analysis and decision support (returnees, CDI, anomaly hotspots). - Strengthened data governance and access controls, reducing risk of stale data usage. - Improved data reliability and readiness, enabling faster, evidence-based responses. - Stabilized operations through filesystem hardening and robust readiness workflows. Technologies/skills demonstrated: - Data integration and dataset governance within a production data grid. - Indicator lifecycle management and display logic (CDI). - Data quality and readiness assessment (IPC) and anomaly/hazards integration. - Infrastructure hygiene and deployment stability via complete filesystem structure. Business value: - Accelerated humanitarian analytics, improved compliance with current datasets, and reduced risk from stale data, enabling faster and more reliable decision-making.
October 2025
15 Commits • 6 Features
Oct 1, 2025October 2025 performance summary for OCHA-DAP/data-grid-recipes, highlighting features delivered that improve data governance, data quality, and user clarity in the humanitarian data grid. This period focused on making status and metadata more transparent, integrating key datasets, and tightening data quality controls to support faster, more reliable decision making for field teams and partners. Deliverables strengthened governance with traceable changes and prepared the grid for dynamic data presentation across datasets.
15 Commits • 6 Features
Oct 1, 2025October 2025 performance summary for OCHA-DAP/data-grid-recipes, highlighting features delivered that improve data governance, data quality, and user clarity in the humanitarian data grid. This period focused on making status and metadata more transparent, integrating key datasets, and tightening data quality controls to support faster, more reliable decision making for field teams and partners. Deliverables strengthened governance with traceable changes and prepared the grid for dynamic data presentation across datasets.
October 2025
September 2025
9 Commits • 2 Features
Sep 1, 2025September 2025: Delivered enhancements to the OCHA-DAP/data-grid-recipes focusing on data accuracy, governance metadata, and UX improvements. Key fixes and features include updating the data grid's freshness display and IPC data status, introducing governance-focused metadata override sections, and standardizing status/comments wording across related datasets. These changes increase dashboard reliability, improve data governance traceability, and reduce ambiguity in data sharing notes. Technologies demonstrated include React-based data grid coordination, data state management, metadata modeling, and clear documentation practices.
September 2025
9 Commits • 2 Features
Sep 1, 2025September 2025: Delivered enhancements to the OCHA-DAP/data-grid-recipes focusing on data accuracy, governance metadata, and UX improvements. Key fixes and features include updating the data grid's freshness display and IPC data status, introducing governance-focused metadata override sections, and standardizing status/comments wording across related datasets. These changes increase dashboard reliability, improve data governance traceability, and reduce ambiguity in data sharing notes. Technologies demonstrated include React-based data grid coordination, data state management, metadata modeling, and clear documentation practices.
July 2025
3 Commits • 3 Features
Jul 1, 2025July 2025: Delivered targeted Data Grid enhancements for OCHA-DAP/data-grid-recipes focused on automation, dataset coverage, and identity provider governance. Key outcomes include automated dataset status management for Yemen, inclusion of the June 2025+ Yemen IDPs dataset, and up-to-date Identity Providers metadata/configuration. These changes reduce manual intervention, broaden data coverage for displacement tracking, and strengthen configuration governance across the data grid.
3 Commits • 3 Features
Jul 1, 2025July 2025: Delivered targeted Data Grid enhancements for OCHA-DAP/data-grid-recipes focused on automation, dataset coverage, and identity provider governance. Key outcomes include automated dataset status management for Yemen, inclusion of the June 2025+ Yemen IDPs dataset, and up-to-date Identity Providers metadata/configuration. These changes reduce manual intervention, broaden data coverage for displacement tracking, and strengthen configuration governance across the data grid.
July 2025
June 2025
22 Commits • 4 Features
Jun 1, 2025June 2025 monthly work summary focusing on key accomplishments and business value for OCHA-DAP/data-grid-recipes. Delivered a set of dataset governance updates, freshness reliability improvements, and status synchronization across subcategories and COD integrations. The work enhances data discoverability, consistency, and trust for downstream systems and end users.
June 2025
22 Commits • 4 Features
Jun 1, 2025June 2025 monthly work summary focusing on key accomplishments and business value for OCHA-DAP/data-grid-recipes. Delivered a set of dataset governance updates, freshness reliability improvements, and status synchronization across subcategories and COD integrations. The work enhances data discoverability, consistency, and trust for downstream systems and end users.
May 2025
30 Commits • 7 Features
May 1, 2025May 2025 monthly summary for OCHA-DAP/data-grid-recipes focusing on reliability, timeliness, and business value. Key features delivered include switching IPC processing mode from complete to automatic to streamline workflows (commit f5d2a091ae4bff88add7b1821fbf371eb245bb62), adding the latest 3-week window data (commit 44070a78547c6cee70aed7b43d54b55a8ba30cd2), enabling metadata override and automatic malnutrition status updates leveraging new ML analysis for Gaza (commit facaecf4ee0c1bf60fa9967e1e5b53cd48cbd37c), and adding operational presence data (commit 593ef46364a7e54de4300a661d95a63c65bbd987). FAO DIEM dataset integration was completed across multiple commits, and the dataset was repushed to ensure consistency. These changes were complemented by a series of bug fixes to restore correct behavior and data integrity (removal of outdated market monitor overrides, dropping climate impact data deemed old, forcing poverty rate to complete with up-to-date 2023 OPHI data, freshness metadata override fixes for FS and MN, COD-AB MIMU status updated to up-to-date). Overall, the month delivered stronger data quality, faster data processing, and broader dataset coverage, enabling more accurate dashboards and policy-ready insights.
30 Commits • 7 Features
May 1, 2025May 2025 monthly summary for OCHA-DAP/data-grid-recipes focusing on reliability, timeliness, and business value. Key features delivered include switching IPC processing mode from complete to automatic to streamline workflows (commit f5d2a091ae4bff88add7b1821fbf371eb245bb62), adding the latest 3-week window data (commit 44070a78547c6cee70aed7b43d54b55a8ba30cd2), enabling metadata override and automatic malnutrition status updates leveraging new ML analysis for Gaza (commit facaecf4ee0c1bf60fa9967e1e5b53cd48cbd37c), and adding operational presence data (commit 593ef46364a7e54de4300a661d95a63c65bbd987). FAO DIEM dataset integration was completed across multiple commits, and the dataset was repushed to ensure consistency. These changes were complemented by a series of bug fixes to restore correct behavior and data integrity (removal of outdated market monitor overrides, dropping climate impact data deemed old, forcing poverty rate to complete with up-to-date 2023 OPHI data, freshness metadata override fixes for FS and MN, COD-AB MIMU status updated to up-to-date). Overall, the month delivered stronger data quality, faster data processing, and broader dataset coverage, enabling more accurate dashboards and policy-ready insights.
May 2025
April 2025
17 Commits • 3 Features
Apr 1, 2025April 2025 monthly summary for OCHA-DAP/data-grid-recipes: Implemented funding data source updates across data grid recipes, standardized display state for core datasets with freshness logic, and cleaned up metadata to reduce confusion. These changes improve data freshness, UI consistency, and maintainability, delivering business value by ensuring up-to-date funding information across Afghanistan, Ethiopia, Sudan, Myanmar, and Palestinian territories, and simplifying dataset presentation.
April 2025
17 Commits • 3 Features
Apr 1, 2025April 2025 monthly summary for OCHA-DAP/data-grid-recipes: Implemented funding data source updates across data grid recipes, standardized display state for core datasets with freshness logic, and cleaned up metadata to reduce confusion. These changes improve data freshness, UI consistency, and maintainability, delivering business value by ensuring up-to-date funding information across Afghanistan, Ethiopia, Sudan, Myanmar, and Palestinian territories, and simplifying dataset presentation.
March 2025
18 Commits • 3 Features
Mar 1, 2025March 2025 performance summary for OCHA-DAP/data-grid-recipes focused on stabilizing data presentation, expanding data coverage, and reducing maintenance risk in the data grid. Delivered concrete data-quality improvements, clearer dataset naming for efficient filtering, and expanded humanitarian data sources aligned with business needs for decision-ready insights.
18 Commits • 3 Features
Mar 1, 2025March 2025 performance summary for OCHA-DAP/data-grid-recipes focused on stabilizing data presentation, expanding data coverage, and reducing maintenance risk in the data grid. Delivered concrete data-quality improvements, clearer dataset naming for efficient filtering, and expanded humanitarian data sources aligned with business needs for decision-ready insights.
March 2025
February 2025
1 Commits
Feb 1, 2025February 2025 monthly summary for OCHA-DAP/data-grid-recipes: implemented a targeted bug fix to the data grid status display for cod-ps-mmr, aligning UI status with dataset freshness and applying metadata overrides to correctly mark the dataset as incomplete when not up-to-date. The change was committed as e3d4d42078d2b8460a723dea1e6a9af1489a5351 (updating baseline population).
February 2025
1 Commits
Feb 1, 2025February 2025 monthly summary for OCHA-DAP/data-grid-recipes: implemented a targeted bug fix to the data grid status display for cod-ps-mmr, aligning UI status with dataset freshness and applying metadata overrides to correctly mark the dataset as incomplete when not up-to-date. The change was committed as e3d4d42078d2b8460a723dea1e6a9af1489a5351 (updating baseline population).
January 2025
53 Commits • 17 Features
Jan 1, 2025Month: 2025-01 – OCHA-DAP/data-grid-recipes, concise monthly summary focusing on business value and technical achievements. Key features delivered: - Malnutrition Data and Status: added malnutrition data and updated malnutrition status across the dataset. - Commits: f03cae5646f545b6e5346ce3f984ce1f5017c860; cb13ebc493892a96ffccbc3caba55dc6fcd45aa0; fb81d25520a6cf820c15f6053d44ab30bfbf8f65 - WFP Price Updates and WorldPop/FloodScan integrations: updated WFP food prices; integrated WorldPop data into populated places and enabled FloodScan to handle hazards with metadata support. - Commits: 3ff26654e4b29189ef186d8305930b21bc29ef65; e4194cc6e7581303b5eebf011cd953d8411d57d4 - Education Incidents and HOT Facilities: added PCBS education incidents data and HOT education facilities data. - Commits: 48b6d36138bfe090b9989e5a9fec260e331baca1; 44af8c16899c1f7ed967a479c1aadde00fab0669 - IPC Food Security Status and Dataset Status: updated IPC food security status and dataset status. - Commits: 37e7156c8f4a4dd54e60fa1f45377e8beb9fdc8a; e6e10210b1131f507c01b0b2d6a88699020947e8 - NDVI and ASAP Data Enrichment: added NDVI and ASAP indicators. - Commits: 452e00d1141d6bc81d7ade114895f444806ee187; 2be21c0791146d66d10e437012ea319de0d9877d - Metadata override enhancements: added and improved metadata override capabilities, including complimentary overrides. - Commits: dabcbe6dd76a3426f2a9891fcf598e0f030dd4f1; 5bb655979d157c59bfe653166ba1199d71dfa92c; 71ba020de464a2e1932b917ea8cff93119c8ba5b; b66a1d3a29813b9095c19d45065cf420fd6b2432; faa4c7436dd874b0ae8b45647a21ba1987346ff3; 13369eeb8cda549c8a1d69a0639b871e89048645; eae5f6d7746aad39b789f1541c8eda8d8f61d7eb - Bug fixes: COD AB Status fixes and COD PS Status update; forcing incomplete state; complementary typo fix. - Commits: 272a0c98ac0d98f056cb0c8905eafa366cbc2adf; 77619721e0cc0f4bfbbbbdccf4ef85d1e1cb5585; eff094cee60c3f964f1cdc6767ebb55936a42c76; df836089ecfa6f2f80f89f7714ec2452ec77874f; c8881d76fe58d7ae131f5e679185f85ff2e4487e Major bugs fixed: - COD AB Status: not up to date and forced out of date. - COD PS Status: updated status. - Miscellaneous updates and forcing incomplete state fixes. - Fix complementary typo. Overall impact and accomplishments: - Expanded data coverage across nutrition, education, market, and hazard domains, enabling more comprehensive humanitarian analytics. - Improved data quality, governance, and status tracking, reducing data latency and inconsistencies. - Strengthened trust and decision-making for program design, monitoring, and resource allocation. Technologies/skills demonstrated: - Data integration and ETL orchestration, dataset governance, and metadata management. - Hazard data modeling with FloodScan and WorldPop integrations. - Metadata override mechanisms and QA/testing scaffolding. - Cross-functional collaboration with data producers and analytics stakeholders.
53 Commits • 17 Features
Jan 1, 2025Month: 2025-01 – OCHA-DAP/data-grid-recipes, concise monthly summary focusing on business value and technical achievements. Key features delivered: - Malnutrition Data and Status: added malnutrition data and updated malnutrition status across the dataset. - Commits: f03cae5646f545b6e5346ce3f984ce1f5017c860; cb13ebc493892a96ffccbc3caba55dc6fcd45aa0; fb81d25520a6cf820c15f6053d44ab30bfbf8f65 - WFP Price Updates and WorldPop/FloodScan integrations: updated WFP food prices; integrated WorldPop data into populated places and enabled FloodScan to handle hazards with metadata support. - Commits: 3ff26654e4b29189ef186d8305930b21bc29ef65; e4194cc6e7581303b5eebf011cd953d8411d57d4 - Education Incidents and HOT Facilities: added PCBS education incidents data and HOT education facilities data. - Commits: 48b6d36138bfe090b9989e5a9fec260e331baca1; 44af8c16899c1f7ed967a479c1aadde00fab0669 - IPC Food Security Status and Dataset Status: updated IPC food security status and dataset status. - Commits: 37e7156c8f4a4dd54e60fa1f45377e8beb9fdc8a; e6e10210b1131f507c01b0b2d6a88699020947e8 - NDVI and ASAP Data Enrichment: added NDVI and ASAP indicators. - Commits: 452e00d1141d6bc81d7ade114895f444806ee187; 2be21c0791146d66d10e437012ea319de0d9877d - Metadata override enhancements: added and improved metadata override capabilities, including complimentary overrides. - Commits: dabcbe6dd76a3426f2a9891fcf598e0f030dd4f1; 5bb655979d157c59bfe653166ba1199d71dfa92c; 71ba020de464a2e1932b917ea8cff93119c8ba5b; b66a1d3a29813b9095c19d45065cf420fd6b2432; faa4c7436dd874b0ae8b45647a21ba1987346ff3; 13369eeb8cda549c8a1d69a0639b871e89048645; eae5f6d7746aad39b789f1541c8eda8d8f61d7eb - Bug fixes: COD AB Status fixes and COD PS Status update; forcing incomplete state; complementary typo fix. - Commits: 272a0c98ac0d98f056cb0c8905eafa366cbc2adf; 77619721e0cc0f4bfbbbbdccf4ef85d1e1cb5585; eff094cee60c3f964f1cdc6767ebb55936a42c76; df836089ecfa6f2f80f89f7714ec2452ec77874f; c8881d76fe58d7ae131f5e679185f85ff2e4487e Major bugs fixed: - COD AB Status: not up to date and forced out of date. - COD PS Status: updated status. - Miscellaneous updates and forcing incomplete state fixes. - Fix complementary typo. Overall impact and accomplishments: - Expanded data coverage across nutrition, education, market, and hazard domains, enabling more comprehensive humanitarian analytics. - Improved data quality, governance, and status tracking, reducing data latency and inconsistencies. - Strengthened trust and decision-making for program design, monitoring, and resource allocation. Technologies/skills demonstrated: - Data integration and ETL orchestration, dataset governance, and metadata management. - Hazard data modeling with FloodScan and WorldPop integrations. - Metadata override mechanisms and QA/testing scaffolding. - Cross-functional collaboration with data producers and analytics stakeholders.
January 2025
December 2024
103 Commits • 29 Features
Dec 1, 2024December 2024 monthly delivery focused on integrating reliable HOT data, expanding datasets, and strengthening governance and data quality. Key progress includes HOT data integration for education/health facilities and roads, data grid and dataset recipe enhancements, and governance upgrades enabling DGs v2025. Several bug fixes improved link reliability and policy compliance, while metadata controls and market monitoring capabilities enhanced data quality and operational value for humanitarian decision making.
December 2024
103 Commits • 29 Features
Dec 1, 2024December 2024 monthly delivery focused on integrating reliable HOT data, expanding datasets, and strengthening governance and data quality. Key progress includes HOT data integration for education/health facilities and roads, data grid and dataset recipe enhancements, and governance upgrades enabling DGs v2025. Several bug fixes improved link reliability and policy compliance, while metadata controls and market monitoring capabilities enhanced data quality and operational value for humanitarian decision making.
November 2024
5 Commits • 2 Features
Nov 1, 2024November 2024 monthly summary for OCHA-DAP/data-grid-recipes: two core recipe updates delivered to align grids with current datasets and improve UI state handling. Changes are tracked via dedicated commits, with a focus on data accuracy, maintainability, and faster future updates.
5 Commits • 2 Features
Nov 1, 2024November 2024 monthly summary for OCHA-DAP/data-grid-recipes: two core recipe updates delivered to align grids with current datasets and improve UI state handling. Changes are tracked via dedicated commits, with a focus on data accuracy, maintainability, and faster future updates.
November 2024
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Quality Metrics
Correctness86.0%
Maintainability86.0%
Architecture84.2%
Performance83.4%
AI Usage20.6%
Skills & Technologies
Programming Languages
JavaScriptNoneUnknownYAML
Technical Skills
ConfigurationConfiguration ManagementData CatalogingData ConfigurationData EngineeringData IntegrationData ManagementData ModelingDocumentationJavaScriptMetadata ManagementNoneReactUnknownYAML
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