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Grants:Programs/Wikimedia Community Fund/Rapid Fund/Wiki For Developing Real-Time Child Vulnerability Map Using Multi-source Data Fusion and Photo Walk in Kaduna Hausa Communities (ID: 23519741)/Final Report

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Umar-askira
Wiki For Developing Real-Time Child Vulnerability Map Using Multi-source Data Fusion and Photo Walk in Kaduna Hausa Communities
10 November 2025 - 31 January 2026
Report ID: 12945
Report status: Accepted
Report due date: 02 March 2026
Grant ID: G-RF-2507-19650
Amount funded: 2930300 NGN, 2000 USD
Amount spent: 2930300 NGN
Rapid Fund Final Report

Application type: Standard application

Part 1: Project and impact

1. Describe the implemented activities and results achieved. Additionally, share which approaches were most effective in supporting you to achieve the results. (required)

This project aimed to document and map child vulnerability indicators within Hausa communities in Kaduna State using Wikimedia platforms especially (Wikipedia, Wikidata and Wikimedia Commons). This initiative combined structured data contribution, Wikipedia article development, and a community photo walk to gather location-based visual documentation.

The primary objectives is to:

  • To improve Hausa -language Content related to child vulnerability, health and social welfare,
  • Uploaded geo-located images to Wikimedia Commons
  • Contribute structured data to Wikidata.
  • Train youth and community members in ethical documentation and Wikimedia sister projects editing.
  • Support data visibility for vulnerable communities through open knowledge platforms.

The project engaged local volunteers, students and community advocates to contribute open knowledge that support awareness and research.

2. Documentation of your impact. Please use space below to share links that help tell your story, impact, and evaluation. (required)

Share links to:

  • Project page on Meta-Wiki or any other Wikimedia project
  • Dashboards and tools that you used to track contributions
  • Some photos or videos from your event. Remember to share access.

You can also share links to:

  • Important social media posts
  • Surveys and their results
  • Infographics and sound files
  • Examples of content edited on Wikimedia projects

https://outreachdashboard.wmflabs.org/courses/Wikimedia_Foundation_WMF/Wiki_For_Developing_Real-Time_Child_Vulnerability_Map_Using_Multi-source.../home

Karancin ruwa (Igabi LGA)
Dalibai na Karatu (Igabi LGA)
Yara mata (Igabi LGA)
yara mata (Igabi LGA)
makarantar boko (Igabi LGA)
Wahalar tuwa (Igabi LGA)
yaro a kwata (Makarfi LGA)
yara a bola (Makarfi LGA)
makarantar allo
Almajirai
mara galihu (Kaura LGA)
wahajar ruwa (Kaura LGA)
yan gudun hijira Kaura LGA)
wajen girki (Kaura LGA)
karbar abinci (Kaura LGA)
uan gudun hikira maza
(Kudan LGA)
(Kudan LGA)
(Kudan LGA)
(Kaura LGA)
(Kudan LGA)
File:Yara dalibai na karatu awaje.jpg
File:Yan makarantar primary.jpg
File:Wahalar ruwa awasu yankunan.jpg
File:Yariya mai karatun tsangaya.jpg

Additionally, share the materials and resources that you used in the implementation of your project. (required)

For example:

  • Training materials and guides
  • Presentations and slides
  • Work processes and plans
  • Any other materials your team has created or adapted and can be shared with others

https://docs.google.com/presentation/d/1jRusCNWQaQFwlBFhsfllI73QR0_BCV3iQgr33EA1JMs/edit?usp=drive_link

3. To what extent do you agree with the following statements regarding the work carried out with this Rapid Fund? You can choose “not applicable” if your work does not relate to these goals. Required. Select one option per question. (required)

Our efforts during the Fund period have helped to...
A. Bring in participants from underrepresented groups Strongly agree
B. Create a more inclusive and connected culture in our community Strongly agree
C. Develop content about underrepresented topics/groups Strongly agree
D. Develop content from underrepresented perspectives Agree
E. Encourage the retention of editors Strongly agree
F. Encourage the retention of organizers Strongly agree
G. Increased participants' feelings of belonging and connection to the movement Strongly agree
F. Other (optional)

Part 2: Learning

4. In your application, you outlined some learning questions. What did you learn from these learning questions when you implemented your project? How do you hope to use this learnings in the future? You can recall these learning questions below. (required)

You can recall these learning questions below: Through this project, i hope to gain valuable lessons and practical experience in the following:

  1. Community-Centered Knowledge Creation
  • How to engage Hausa-speaking community members in contributing to Wikipedia especially on the project topic in Commons and Wikidata.
  • Ways to collect local stories, images in respectful and participatory manner.
  1. Digital Mapping and Data Fusion
  • Practical skills in combining multiple datasets (schools, clinics, disaster-prone areas, child population) into a meaningful map.
  • How mapping tools like QGIS and Wikidata can support child-focused documentation.
  1. Improving Hausa Wikimedia Content
  • Techniques for creating, editing and translating articles into Hausa Wikipedia.
  • Best practicies dor writing and uploading Hausa-language captions and descriptions on Commons
  1. Photography and Visual Documentation
  • The process of conducting a Photo Walk and capturing Geo-tagged images suitable for Wikimedia Commons.
  • How visual content can improve knowledge accessibility for local and global readers.
  1. Teamwork and Volunteer Coordination
  • Deeper understanding of how children in Kaduna Hausa communities are affected by climate risks.
  • What solution or intervention can be highlighted through open knowledge platforms.
  1. Grant and Project Management
  • Practical knowledge of planning, budgeting and reporting under Wikimedia's Rapid Fund Grant.
  • And last bu no the least, How to document outcomes in transparent way that benefits both the community and global Wikimedia movement.

This project implement a tremendous potential impacts to the journey of my career especially how the project help child from an underrepresented Hausa communities in Kaduna. Some of the lessons include:

  • Community engagement
  • Successful photo walks
  • Respectful data collection
  • Content improvement
  • Visual documentation
  • Teamwork and ordination
  • Project management

Future Applications:

  • Empowerment Initiatives: Use the knowledge gained to design programs that empower local communities through education and digital literacy.
  • Collaborative Projects: Foster partnerships with local organizations to leverage resources and expertise for greater impact.
  • Continuous Learning: Stay updated on best practices in community engagement, content creation, and project management to enhance future projects.

By reflecting on these lessons and applying them strategically, I hope to contribute more effectively to community knowledge creation and empowerment in future endeavors.

5. Did anything unexpected or surprising happen when implementing your activities? This can include both positive and negative situations. What did you learn from those experiences? (required)

When running the project, both positive and negative surprises arise. Here are some common experiences:
POSITIVE SURPRISES:

  1. Increase Engagements: Sometimes, activities draw unexpected levels of enthusiasm. This lead to greater participation than anticipated.
  2. Collaboration: Participants collaborated in ways that enhance the experience, leading to creative solutions or ideas.
  3. Skill Development: People often discover new skills or interests they did't know they had, which can foster confidence and motivation.

NEGATIVE SURPRISES:

  1. Technical issues: We experience some unexpected technical problems during the project especially the public address and the projector but we highlighted the needs for backup plans alternatively.
  2. Internet issues: We experienced inadequate internet stability due to the router's incapability to serve the participants at one in which rendered to less online activities (Contributing to Wikipedia) at the day 1 of edit-a-ton.

Logistical Challenges: During the project, we encountered logistical Challenger especially during the photo walks, but we were able to handle the challenges.

6. What is your plan to share your project learnings and results with other community members? If you have already done it, describe how. (required)

  1. Community Workshops:

Organize interactive sessions to present findings and engage community members in discussions about the project’s impact.

  1. Digital Platforms:

Use social media and community apps to share project summaries, success stories, and visuals to reach a wider audience.

  1. Local Newsletters:

Contribute articles to community newsletters highlighting key insights and participant contributions.

  1. Collaborative Events:

Host a community celebration or presentation day to showcase results and encourage participant sharing.

  1. Feedback Sessions:

Conduct open discussions to gather community input on the project and brainstorm future initiatives.

Part 3: Metrics

7. Wikimedia Metrics results. (required)

In your application, you set some Wikimedia targets in numbers (Wikimedia metrics). In this section, you will describe the achieved results and provide links to the tools used.

Target Results Comments and tools used
Number of participants 50 58 We have archived our target and some participants came from other communities.

https://outreachdashboard.wmflabs.org/courses/Wikimedia_Foundation_WMF/Wiki_For_Developing_Real-Time_Child_Vulnerability_Map_Using_Multi-source.../home

Number of editors 15 36 this include some participants from other communities that contribute a lot in this project.

https://outreachdashboard.wmflabs.org/courses/Wikimedia_Foundation_WMF/Wiki_For_Developing_Real-Time_Child_Vulnerability_Map_Using_Multi-source.../home

Number of organizers 6 6 We archived our target and 2 other members from each community.

https://outreachdashboard.wmflabs.org/courses/Wikimedia_Foundation_WMF/Wiki_For_Developing_Real-Time_Child_Vulnerability_Map_Using_Multi-source.../home

Wikimedia project Target Result - Number of created pages Result - Number of improved pages
Wikipedia 500 13843 28656
Wikimedia Commons 500 703 87
Wikidata 150 18538 13635
Wiktionary 100 247 86
Wikisource
Wikimedia Incubator
Translatewiki
MediaWiki
Wikiquote
Wikivoyage
Wikibooks
Wikiversity
Wikinews
Wikispecies
Wikifunctions or Abstract Wikipedia

8. Other Metrics results.

In your proposal, you could also set Other Metrics targets. Please describe the achieved results and provide links to the tools used if you set Other Metrics in your application.

Other Metrics name Metrics Description Target Result Tools and comments
13800 13.8k articles created, 28.6k articles edited, and total edits are 53.4k in Wikipedia page by the editors

https://outreachdashboard.wmflabs.org/courses/Wikimedia_Foundation_WMF/Wiki_For_Developing_Real-Time_Child_Vulnerability_Map_Using_Multi-source.../home

703 703 media files were uploaded to the Wikimedia Commons by the editors.

https://outreachdashboard.wmflabs.org/courses/Wikimedia_Foundation_WMF/Wiki_For_Developing_Real-Time_Child_Vulnerability_Map_Using_Multi-source.../home

18500 18.5k items were added to Wikidata during the project

https://outreachdashboard.wmflabs.org/courses/Wikimedia_Foundation_WMF/Wiki_For_Developing_Real-Time_Child_Vulnerability_Map_Using_Multi-source.../home

9. Did you have any difficulties collecting data to measure your results? (required)

No

9.1. Please state what difficulties you had. How do you hope to overcome these challenges in the future? Do you have any recommendations for the Foundation to support you in addressing these challenges? (required)

Part 4: Financial reporting

[edit]

10. Please state the total amount spent in your local currency. (required)

2930300

11. Please state the total amount spent in US dollars. (required)

2000

12. Report the funds spent in the currency of your fund. (required)

Provide the link to the financial report https://docs.google.com/spreadsheets/d/1hl6kHZBcLaIhGY27B76WKJXzrTe5c8w68zVwAcQg0pQ/edit?gid=928458698#gid=928458698


12.2. If you have not already done so in your financial spending report, please provide information on changes in the budget in relation to your original proposal. (optional)


13. Do you have any unspent funds from the Fund?

No

13.1. Please list the amount and currency you did not use and explain why.

N/A

13.2. What are you planning to do with the underspent funds?

N/A

13.3. Please provide details of hope to spend these funds.

N/A

14.1. Are you in compliance with the terms outlined in the fund agreement?

Yes

14.2. Are you in compliance with all applicable laws and regulations as outlined in the grant agreement?

Yes

14.3. Are you in compliance with provisions of the United States Internal Revenue Code (“Code”), and with relevant tax laws and regulations restricting the use of the Funds as outlined in the grant agreement? In summary, this is to confirm that the funds were used in alignment with the WMF mission and for charitable/nonprofit/educational purposes.

Yes

15. If you have additional recommendations or reflections that don’t fit into the above sections, please write them here. (optional)