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Data mining to discover trends in Open Science in Kenya

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Status of open science in Kenya: Data mining

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Background

Goal: Data mining to discover trends in Open Science in Kenya

In the past we had a workshop held on 9th and 10th August 2017 at the KENET training room, Jomo Kenyatta Memorial Library, the University of Nairobi for more information visit this github page. This is one of the projects from the #OpenScienceKEHackathon.

Find the schedule using this link Open Science KE hackathon and find the hackathon repository here repository. Initial discussions about the topics that will covered in the hackathon open discussions

See the data-mining report here.

Agenda

We’ll be exploring various sources to discover the status of open science in Kenya. Are researchers using open source tools in their publications, is their work reproducible by providing all data, code and protocols to redo the experiment or observational study. We’ll search for papers in journals using search using tools for instance,

  1. Article retriever
  2. pubmed.mineR
  3. Text mining using an application written in R programming language to determine information content and searching for trends of particular keywords across the internet.
  4. EBI web service https://europepmc.org/docs/EBI_Europe_PMC_Web_Service_Reference.pdf
  5. NVM https://europepmc.org/docs/EBI_Europe_PMC_Web_Service_Reference.pdf
  6. code-cite https://github.com/softwaresaved/code-cite/blob/master/notebooks/getpapers.ipynb
  7. Biopython https://biopython.org

Team members

  • Caleb Kibet (Project Lead)
  • Ben Mainye (Team Lead)
  • Charles Kamonde Mwangi
  • Mary Maranga
  • Silviane Miruka
  • Rostand Romeo Chamedjeu
  • Careen Naitore

To Contribute

Thank you for your interest in this project. To contribute, have a look at the open issues in need of help.

NB: This repository will be updated from time to time click on watch icon to stay up-to-date.

License

All content of this repo is released under the CC-BY 4.0 license