Open Source Qualitative Data Analysis Software Mac
- Open Source Qualitative Data Analysis Software Mac Pro
- Qualitative Software Analysis Programs
- Qualitative Research Analysis Software
- Open Source Qualitative Software
Frankly speaking, there isn’t a long list of free qualitative data analysis software for MAC. Still, there is a choice of tools to help you sort, organize and analyze a large amount of text or other types of data.
Nowadays, computer-assisted qualitative data analysis software (CAQDAS) is a must for researchers and data professionals. You can use it to analyze a focus group transcripts, journal articles, legal documents, books, images, paintings, and many other types of information.
Of course the free options have a lot of limitations but still, you can use them to get done a lot of work. Here is a list of the best free qualitative data analysis tools for MAC, you can consider if you lack the budget.
1. RDQA
NVivo helps qualitative researchers to organize, analyze and find insights in unstructured or qualitative data like interviews, open-ended survey responses, journal articles, social media and web content, where deep levels of analysis on small or large volumes of data are required. Have you ever searched 'free qualitative research software' only to be disappointed that nothing lets you tag your materials? Search no more! Taguette is a free and open source tool for qualitative research. You can import your research materials, highlight and tag quotes, and export the results! Jun 25, 2020 Bringing method to the madness: An example of integrating social science qualitative research methods into NVivo data analysis software training. IASSIST Quarterly, 43 (2), 1-16. Annual Presentation on the Logics and Logistics of Qualitative Research.
RDQA is a R package for Qualitative Data Analysis, and it is a free qualitative analysis software application ( with BSD license). It works on Linux/FreeBSD, Mac OSX and Windows.
You can use it to enter data into a database and codify the data by 4 levels: cases, codes, code categories, and annotations. RDQA is used mainly by small and midsize organizations but it also has large enterprise users.
RDQA is easy to use tool by many statisticians and data experts when performing analysis of textual data. However, for now, it only supports just plain text formatted data.
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Kye features and benefits:
- Import documents from plain text or on-the-fly
- Import PDF highlights.
- Support non-English documents.
- File Editing after coding.
- Advanced Graphic user interface.
- Memos of documents, coding, project, codes, files and more.
- Single-file (*.rqda) format, which is basically a SQLite database.
- Organize codes into code categories, which is key to theory building.
- Organize files into file categories.
- Apply attributes to file, which is useful for content analysis.
- Rename files, codes, code categories, and cases
- Calculate the relation between two codings, given the coding indexes
- Give a summary of coding and inter-code relationships
And more … - Website: http://rqda.r-forge.r-project.org/
2. TAMS Analyzer
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When it comes to free qualitative data analysis software for MAC, this is one of the most popular choices. TAMS (stands for Text Analysis Markup System) is an open source tool that allows you to quickly code sections of text.
The software runs on Macintosh and Linux platforms.
Despite TAMS is generally employed to encode discourse and ethnographic documents (such as interviews), you can also use it to analyze almost any plain text.
Open Source Qualitative Data Analysis Software Mac Pro
You can import documents, fields notes or interview transcript and seamlessly code them by clicking on code from your list.
The Macintosh version of the program also includes full support for transcription (back space, insert time code, jump to time code, etc.) when working with data on sound files.
Key features and benefits:
- PDF coding and analysis support
- Image (jpg, etc.) coding
- Layout for video coding
- Multi-user support using MySQL as a server
- Multimedia support
- XML file formats
- Hot code sets
- Ability to set comments for both ranges of text and individual tags
Many others…. - Website: http://tamsys.sourceforge.net/
3. HyperRESEARCH
HyperRESEARCH is a flexible and powerful tool that assists you in data analysis and theory building. From coding and retrieval to analysis and reporting, the tool got you covered.
HyperRESEARCH is an intuitive software solution that requires near-zero learning curve to help you get started. The program is for MAC and Windows and allows you to move your work seamlessly between Mac and Windows.
They offer premium and free option. You can download the Free Limited Edition. The size and complexity of your study is limited, but otherwise, you can access all the features. You can use the Free Limited Edition as long as you like.
Key features and benefits:
- Very easy to use – you can start coding right away with simple, intuitive steps.
- Any piece of data in a source for coding—text, image, audio, video, or PDF (coming soon).
- Go beyond coding and categorizing—use the Theory Builder to frame and test a hypothesis.
- See your codes in the margin of your data for easy scanning.
- Protect privacy by automatically masking sensitive information.
- Many others….
- Website: http://www.researchware.com
4. QDA Miner Lite
QDA Miner Lite is also one of the top free qualitative data analysis software for MAC.
You can use the tool for the analysis of textual data (such as interview and news transcripts), open-ended answers from a market research, as well as for the analysis of still images.
Generally, QDA Miner Lite is a Windows application. However, there are ways to run it on a Mac OS computer.
Key CAQDAS features and benefits:
- Importation of documents from plain text, RTF, HTML, PDF and also data from Excel, MS Access, CSV, and other text files.
- Importation from transcription tools and from other qualitative coding software such as Altas.ti, HyperResearch, and many others.
- Intuitive coding using codes organized in a tree structure.
- Code frequency analysis with charts and tag clouds.
- Export tables to XLS, Tab Delimited, CSV formats, and Word format.
- Export graphs to BMP, PNG, JPEG, WMF formats.
- Interface and help file in English, French, and Spanish.
- Website: https://provalisresearch.com/
5. KH Coder
KH Coder is a free software for qualitative data analysis, quantitative content analysis, and text mining for MAC and Windows. The tool provides a variety of statistical analysis functions by using MySQL, ChaSen, and R as back-end tools.
You can analyze Japanese, English, French, German, Italian, Portuguese, Spanish, Chinese (simplified), Korean and Russian language data and text with KH Coder.
KH Coder provides an opportunity for a variety of types of statistical analysis and functions using tools such as Stanford POS Tagger, Snowball stemmer, MySQL and R.
Key features and benefits:
- Qualitative and quantitative analysis.
- Text meaning.
- Utilized for computational linguistics.
- On word-level: frequency list, searching, KWIC concordance, collocation stats, correspondence analysis…
- On category-level: developing your own categories, frequency list, cross tabulation, correspondence analysis, multi-dimensional scaling…
- On documents level – searching, clustering, and naive bayes classifier.
- Website: http://khc.sourceforge.net/en/
| Developer(s) | QSR International |
|---|---|
| Stable release | |
| Operating system | Microsoft Windows, macOS |
| Type | Qualitative data analysis |
| Website | www.qsrinternational.com/nvivo-qualitative-data-analysis-software/home/ |
NVivo is a qualitative data analysis (QDA) computer software package produced by QSR International. NVivo helps qualitative researchers to organize, analyze and find insights in unstructured or qualitative data like interviews, open-ended survey responses, journal articles, social media and web content, where deep levels of analysis on small or large volumes of data are required.[1]
Qualitative Software Analysis Programs
NVivo is used predominantly by academic, government, health and commercialresearchers across a diverse range of fields, including social sciences such as anthropology, psychology, communication, sociology, as well as fields such as forensics, tourism, criminology and marketing.
The first QSR International software product was developed by Tom[citation needed] and Lyn Richards.[2] Originally called NUD*IST, it contained tools for fine and detailed analysis of unstructured textual data. [3] In 1999, the Richards developed the first version of NVivo and eventually N6 was replaced by NVivo 7.
Description[edit]
NVivo is intended to help users organize and analyze non-numerical or unstructured data. The software allows users to classify, sort and arrange information; examine relationships in the data; and combine analysis with linking, shaping, searching and modeling.
The researcher or analyst can identify trends and cross-examine information in a multitude of ways using its search engine and query functions. They can make notes in the software using memos and build a body of evidence to support their case or project.[4]
NVivo accommodates a wide range of research methods, including network and organizational analysis, action or evidence-based research, discourse analysis, grounded theory, conversation analysis, ethnography, literature reviews, phenomenology, mixed methods research and the Framework methodology.[5] NVivo supports data formats such as audio files, videos, digital photos, Word, PDF, spreadsheets, rich text, plain text and web and social media data.[6] Users can interchange data with applications like Microsoft Excel, Microsoft Word, IBM SPSS Statistics, EndNote, Microsoft OneNote, SurveyMonkey and Evernote.
Users can purchase add-on modules: NVivo Transcription for automated transcriptions, where users can transcribe directly in NVivo (Release 1.0); and NVivo Collaboration Cloud, that uses the cloud to enable small team project sharing and collaboration.
NVivo - Windows is available in English, Chinese (Simplified), French, German and Japanese, Spanish and Portuguese. NVivo - Mac is available in English, French, German, Japanse and Spanish.
Version history[edit]
Note: software named NUD*IST from 1981 to 1997[7].
- N4 – 1997
- N5 – 2000
- N6 – 2002
- NVivo 2 – 2002
- NVivo 7 – 2006 (consolidation of NVivo and N6 (NUD*IST))
- NVivo 8 – 2008
- NVivo 9 and NVivo for Teams – 2010
- NVivo 10 – 2012
- NVivo for Mac Beta – 2014
- NVivo for Mac commercial release – 2014
- NVivo 11 for Windows in three editions; NVivo Starter, NVivo Pro, NVivo Plus. Updates to NVivo for Mac and NVivo for Teams – 2015
- NVivo 12 (Pro, Plus, Mac, and Teams) – 2018
- NVivo (Release 1.0) / Nvivo 1.0 – March 18, 2020 (Windows & Mac). As previously, the Mac version has fewer features. QSR also released Collaboration Cloud for sharing projects (within OS only). The Plus and Pro versions from NVivo 12 have been combined.[8]
See also[edit]
References[edit]
- ^McNiff, Kath (November 9, 2016). 'What is Qualitative Research?'. The NVivo Blog. QSR International. Retrieved March 12, 2017.
- ^Miller, Robert L. (2006-03-31). 'Review: Lyn Richards (2005). Handling Qualitative Data: A Practical Guide'. Forum Qualitative Sozialforschung / Forum: Qualitative Social Research. 7 (2). doi:10.17169/fqs-7.2.107. ISSN1438-5627.
- ^Tom and Lyn Richards (2003), 'The way ahead in qualitative research', Journal of Modern Applied Statistical Methods, Vol.2, Issue 1, https://digitalcommons.wayne.edu/jmasm/vol2/iss1/4/
- ^Karen Dearne, Australian IT (July 2008) 'Not easy being green, but audits helpArchived 2008-08-03 at the Wayback Machine' Retrieved on 28-11-2008.
- ^Strategic partnership delivers greater flexibility to qualitative researchers in the UK and around the world, National Centre for Social Research, Retrieved 17-10-2011.
- ^About NVivo 10Archived 2011-11-11 at the Wayback Machine, Retrieved 16-07-2012.
- ^Richards, Tom (2002). 'An intellectual history of NUD*IST and NVivo'. International Journal of Social Research Methodology. 5 (3): 199–214. doi:10.1080/13645570210146267.
- ^https://infoguides.gmu.edu/qual/nvivo