Useful tips

 𝐋𝐢𝐭𝐞𝐫𝐚𝐭𝐮𝐫𝐞 𝐑𝐞𝐯𝐢𝐞𝐰 𝐚𝐧𝐝 𝐑𝐞𝐟𝐞𝐫𝐞𝐧𝐜𝐞 𝐌𝐚𝐧𝐚𝐠𝐞𝐦𝐞𝐧𝐭

1. Zotero

2. Mendeley

3. EndNote

4.RefWorks

5.Sciwheel

6. PubMed

7.Google Scholar

8. Scopus

9.Web of Science

10. ResearchGate

𝐃𝐚𝐭𝐚 𝐂𝐨𝐥𝐥𝐞𝐜𝐭𝐢𝐨𝐧 𝐚𝐧𝐝 𝐒𝐮𝐫𝐯𝐞𝐲 𝐓𝐨𝐨𝐥𝐬

11. Qualtrics

12. SurveyMonkey

13.Google Forms

14. REDCap

15. Typeform

16. Jotform

17.Amazon Mechanical Turk

18.LabArchives

19.Open Data Kit (ODK)

20.Sona Systems

𝐒𝐭𝐚𝐭𝐢𝐬𝐭𝐢𝐜𝐚𝐥 𝐚𝐧𝐝 𝐃𝐚𝐭𝐚 𝐀𝐧𝐚𝐥𝐲𝐬𝐢𝐬

21. SPSS tutorials

22.R and RStudio

23. SAS

24. MATLAB Coding

25.Python (with libraries like pandas, NumPy, SciPy)

26. Stata

27.GraphPad Prism

28. Tableau

29.Microsoft Excel (with advanced analytics add-ons)

30. OriginPro

𝐐𝐮𝐚𝐥𝐢𝐭𝐚𝐭𝐢𝐯𝐞 𝐃𝐚𝐭𝐚 𝐀𝐧𝐚𝐥𝐲𝐬𝐢𝐬

31. NVivo

32. MAXQDA

33. Atlas.ti

34. Dedoose

35.Quirkos - Simple Qualitative Data Analysis Software

36. Transana

37. HyperRESEARCH

𝐂𝐨𝐥𝐥𝐚𝐛𝐨𝐫𝐚𝐭𝐢𝐨𝐧 𝐚𝐧𝐝 𝐏𝐫𝐨𝐣𝐞𝐜𝐭 𝐌𝐚𝐧𝐚𝐠𝐞𝐦𝐞𝐧𝐭

38. Slack

39. Trello

40. Asana

41.Microsoft Teams

42. Basecamp

43. GitHub

44. GitLab

45.Miro (for brainstorming and mind mapping)

46. Notion

47. Evernote

𝐖𝐫𝐢𝐭𝐢𝐧𝐠 𝐚𝐧𝐝 𝐏𝐮𝐛𝐥𝐢𝐬𝐡𝐢𝐧𝐠

48.Microsoft Word

49.LaTeX (Overleaf, TeXstudio)

50.Google Docs

51. Scrivener

52. Grammarly

53. Turnitin

54.Typeset

55.Authorea

56.Hemingway Editor

57.Manuscripts

𝐏𝐫𝐞𝐬𝐞𝐧𝐭𝐚𝐭𝐢𝐨𝐧 𝐚𝐧𝐝 𝐕𝐢𝐬𝐮𝐚𝐥𝐢𝐳𝐚𝐭𝐢𝐨𝐧

58.Microsoft PowerPoint

59. Prezi

60.Canva

61.Adobe Illustrator

62.Venngage

63. Plotly

64. Gephi (for network visualization)

65.Tableau Public

66.D3.js

67. Infogram

𝐀𝐜𝐚𝐝𝐞𝐦𝐢𝐜 𝐍𝐞𝐭𝐰𝐨𝐫𝐤𝐢𝐧𝐠 𝐚𝐧𝐝 𝐏𝐫𝐨𝐟𝐢𝐥𝐞 𝐌𝐚𝐧𝐚𝐠𝐞𝐦𝐞𝐧𝐭

68.LinkedIn

69. ORCID

70.Academia.edu

71.Loop (by Frontiers)

72.Impactstory

73.Google Scholar Profiles

74.ResearcherID

75. Publons

𝐅𝐮𝐧𝐝𝐢𝐧𝐠 𝐚𝐧𝐝 𝐆𝐫𝐚𝐧𝐭 𝐒𝐞𝐚𝐫𝐜𝐡𝐢𝐧𝐠

76.Grants.gov

77. Pivot

78.Research Professional

79.SPIN (Sponsored Programs Information Network)

80. FundRef

𝐂𝐨𝐝𝐞 𝐚𝐧𝐝 𝐃𝐚𝐭𝐚 𝐒𝐡𝐚𝐫𝐢𝐧𝐠 𝐏𝐥𝐚𝐭𝐟𝐨𝐫𝐦𝐬

81. Figshare

82. Zenodo

83. Dryad

84.Open Science Framework (OSF)

85.Dataverse

86.Kaggle

87.Code Ocean

88.GitHub

89.GitLab

90.Docker (for containerization and reproducibility)

𝐀𝐈 𝐚𝐧𝐝 𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 𝐓𝐨𝐨𝐥𝐬

91.TensorFlow Certificate Program

92. PyTorch

93. scikit-learn

94. Keras

95. Fast.ai

96.Google AI Platform

97.IBM Watson

98.Microsoft Azure Machine Learning

99.Amazon SageMaker

100.OpenAI GPT (for text analysis and generation)