𝐋𝐢𝐭𝐞𝐫𝐚𝐭𝐮𝐫𝐞 𝐑𝐞𝐯𝐢𝐞𝐰 𝐚𝐧𝐝 𝐑𝐞𝐟𝐞𝐫𝐞𝐧𝐜𝐞 𝐌𝐚𝐧𝐚𝐠𝐞𝐦𝐞𝐧𝐭
- Zotero
- Mendeley
- EndNote
- RefWorks
- Sciwheel
- PubMed
- Google Scholar
- Scopus
- Web of Science
- ResearchGate
𝐃𝐚𝐭𝐚 𝐂𝐨𝐥𝐥𝐞𝐜𝐭𝐢𝐨𝐧 𝐚𝐧𝐝 𝐒𝐮𝐫𝐯𝐞𝐲 𝐓𝐨𝐨𝐥𝐬
- Qualtrics
- SurveyMonkey
- Google Forms
- REDCap
- Typeform
- Jotform
- Amazon Mechanical Turk
- LabArchives
- Open Data Kit (ODK)
- Sona Systems
𝐒𝐭𝐚𝐭𝐢𝐬𝐭𝐢𝐜𝐚𝐥 𝐚𝐧𝐝 𝐃𝐚𝐭𝐚 𝐀𝐧𝐚𝐥𝐲𝐬𝐢𝐬
- SPSS tutorials
- R and RStudio
- SAS
- MATLAB Coding
- Python (with libraries like pandas, NumPy, SciPy)
- Stata
- GraphPad Prism
- Tableau
- Microsoft Excel (with advanced analytics add-ons)
- OriginPro
𝐐𝐮𝐚𝐥𝐢𝐭𝐚𝐭𝐢𝐯𝐞 𝐃𝐚𝐭𝐚 𝐀𝐧𝐚𝐥𝐲𝐬𝐢𝐬
- NVivo
- MAXQDA
- Atlas.ti
- Dedoose
- Quirkos – Simple Qualitative Data Analysis Software
- Transana
- HyperRESEARCH
𝐂𝐨𝐥𝐥𝐚𝐛𝐨𝐫𝐚𝐭𝐢𝐨𝐧 𝐚𝐧𝐝 𝐏𝐫𝐨𝐣𝐞𝐜𝐭 𝐌𝐚𝐧𝐚𝐠𝐞𝐦𝐞𝐧𝐭
- Slack
- Trello
- Asana
- Microsoft Teams
- Basecamp
- GitHub
- GitLab
- Miro (for brainstorming and mind mapping)
- Notion
- Evernote
𝐖𝐫𝐢𝐭𝐢𝐧𝐠 𝐚𝐧𝐝 𝐏𝐮𝐛𝐥𝐢𝐬𝐡𝐢𝐧𝐠
- Microsoft Word
- LaTeX (Overleaf, TeXstudio)
- Google Docs
- Scrivener
- Grammarly
- Turnitin
- Typeset
- Authorea
- Hemingway Editor
- Manuscripts
𝐏𝐫𝐞𝐬𝐞𝐧𝐭𝐚𝐭𝐢𝐨𝐧 𝐚𝐧𝐝 𝐕𝐢𝐬𝐮𝐚𝐥𝐢𝐳𝐚𝐭𝐢𝐨𝐧
- Microsoft PowerPoint
- Prezi
- Canva
- Adobe Illustrator
- Venngage
- Plotly
- Gephi (for network visualization)
- Tableau Public
- D3.js
- Infogram
𝐀𝐜𝐚𝐝𝐞𝐦𝐢𝐜 𝐍𝐞𝐭𝐰𝐨𝐫𝐤𝐢𝐧𝐠 𝐚𝐧𝐝 𝐏𝐫𝐨𝐟𝐢𝐥𝐞 𝐌𝐚𝐧𝐚𝐠𝐞𝐦𝐞𝐧𝐭
- ORCID
- Academia.edu
- Loop (by Frontiers)
- Impactstory
- Google Scholar Profiles
- ResearcherID
- Publons
𝐅𝐮𝐧𝐝𝐢𝐧𝐠 𝐚𝐧𝐝 𝐆𝐫𝐚𝐧𝐭 𝐒𝐞𝐚𝐫𝐜𝐡𝐢𝐧𝐠
- Grants.gov
- Pivot
- Research Professional
- SPIN (Sponsored Programs Information Network)
- FundRef
𝐂𝐨𝐝𝐞 𝐚𝐧𝐝 𝐃𝐚𝐭𝐚 𝐒𝐡𝐚𝐫𝐢𝐧𝐠 𝐏𝐥𝐚𝐭𝐟𝐨𝐫𝐦𝐬
- Figshare
- Zenodo
- Dryad
- Open Science Framework (OSF)
- Dataverse
- Kaggle
- Code Ocean
- GitHub
- GitLab
- Docker (for containerization and reproducibility)
𝐀𝐈 𝐚𝐧𝐝 𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 𝐓𝐨𝐨𝐥𝐬
- TensorFlow Certificate Program
- PyTorch
- scikit-learn
- Keras
- Fast.ai
- Google AI Platform
- IBM Watson
- Microsoft Azure Machine Learning
- Amazon SageMaker
- OpenAI GPT (for text analysis and generation)
