Here is a list of different resources I have accumulated over time. I will continue to add resources as I find more as well. If anyone has any resources to add, please feel free to email me at brandon.holle@belmont.edu
All resources should be hyperlinked to the website where they will be found. Simply click the Title of each resource that is underlined and bolded to have it redirect you to the website.
AI Tools
ChatGPT --- General AI chatbot by OpenAI
Gemini --- General AI Chatbot by Google
Perpexlity AI --- General AI Chatbot
MidJourney --- Generative AI which creates images
Grammarly --- AI writing partner to correct writing and grammar
Paperpal --- AI writing tool for academic manuscripts
DeepL --- AI translation tool with document upload ability
Elicit --- AI paper summarizing tool, extracts data, synthesizes findings
Beautiful.ai --- AI tool that creates presentations when you feed in content
Literature Review Tools
MaxQDA --- Software for content analysis of textual data for literature reviews
NVivo --- Software for content analysis of textual data for literature reviews
Litmaps --- Literature review mapping software
Connected Papers - View academic papers and their connections in a visual form
Unpaywall - Database of scholarly articles without paywalls
Research Software and Tools
Scales4Research --- Database of different scales used in previous academic research
The Lexical Suite --- Software for sentiment analysis of textual data created by academic researchers
TextAnalyzer --- Free NLP tool that analyzes text data developed by academic researchers
TensorFlow --- Machine learning platform that integrates with APIs and allows people to create machine learning models
Diction --- Text analysis software to determine semantic features within text
Research Methodology Examples and Learning
Seminars and Live Learning
Instats --- Online seminars for various research methodologies
Mixtape Sessions --- Online causal inference courses taught by Scott Cunnigham of Baylor University
European Quant Marketing Seminar --- Online quantitative marketing research seminars hosted by EMAC
Research Methods SIG AIB ---- Research methods special interest group associated with AIB
Statistical Analysis Guides and Examples
Oscar Torres-Reyna Data Analysis --- Examples of different econometric data analysis techniques in Stata and R by Oscar Torres-Reyna of Princeton University
Guide to Data Analysis --- Examples and guides for many topics including regression models, causal inference, etc.
Princeton Library Data Analysis Guides --- Guides and examples in R and Stata for various data analysis techniques
Resources for Learning Stata --- Many different resources and useful guides for Stata
Stata/R DiD Packages --- Summary of Stata and R DiD packages with code examples
Playing with Stata --- Stata examples (primarily DiD) from Fernando Rios-Avila
UCLA OARC --- Examples of different statistical analysis techniques with code using Stata, SAS, SPSS, Mplus, and R
The Effect --- e-Book by Nick Huntington-Kelin about research design and causality
PLS-SEM in R --- Guide to using R package SEMinR to conduct PLS-SEM analysis
Natural Language Processing, Machine Learning, Web Scraping
Sentiment Analysis in R using Tidytext --- Example of using tidytext package in R to conduct sentiment analysis on textual data
KDNuggets --- Website dedicated to machine learning, data science, NLP, etc. with guides, examples, articles, etc.
DataQuest --- Articles and guides using R and Python for scraping and analysis
R-Bloggers --- Articles, blogs, and examples of different data analysis techniques using R
Business Analytics in Python and R --- Examples of the use of Python and R for different business analytics uses created by faculty at UCSD
Analytics Vidhya --- Free courses, guides, and articles about using different data analysis techniques
Web-Scraping.org --- Resources for learning how to use web scraping and APIs for research
Academic Research Informational Resources
Web of Science --- Researcher profile which tracks citations, reviews, etc.
Marketing Academia Resources
MKT Big 15 --- Marketing journal rankings and aggregation of top 15 marketing journals
Marketing Academic Tree --- Documentation of the academic genealogy of research in marketing
Data Sources
Data.World --- Various publicly available datasets that are submitted by users
Crawl Feeds --- Data scraping service and pre-scraped data sets available for purchase
Digital Data Sets --- Data sets that are made publicly available by Julian McAuley at UCSD
IEEE DataPort --- Data sets made publicly available by IEEE
Kaggle --- Various public data sets posted by different users
Awesome Game Datasets --- Video game datasets and APIs made publicly available
Data is Plural --- User submitted public data sets covering a variety of topics
Comichron --- Comic book sales data and other information
Timo Mandler --- Various marketing data sources including country, brand, and firm data outlined by Timo Mandler
ICPSR --- Public data sets provided by ICPSR of the University of Michigan
Mendeley Data --- Data repository where data can be shared, stored, and accessed
AWS Open Data --- Open data sources provided by Amazon Web Services
Awesome Public Datasets --- Public data sets freely available posted on GitHub
KDNuggets Datasets --- Various datasets published by KDNuggets
AIB Teaching & Education SIG --- Datasets geared towards international topics
IMDb --- Movie data listed on IMDb