Here are the Top AI Tools for Research Data Analysis

In this video, I dive deep into the world of AI tools and how they can transform data analysis. AI has become an essential part of data science, helping us extract meaningful insights from complex datasets. I decided to test three popular AI tools to find out which one excels in data analysis: Julius AI, Vizly, and the latest version of ChatGPT.

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I started with a public healthcare dataset, which is perfect for evaluating the capabilities of these AI tools. First, I input the data into Julius AI and was impressed by the range of visualizations it produced, such as the distribution of hospital codes and stay lengths. One feature I particularly liked about Julius AI is its self-correcting mechanism, which ensures the analysis remains accurate.

Next, I tested Vizly. This tool also provided insightful visualizations and added a layer of interactivity with its graphs. I could zoom in and out and interact with the data points, which made the analysis more engaging. However, it had some limitations when dealing with more complex, unstructured data.

Finally, I turned to ChatGPT for data analysis. This tool stood out with its ability to create interactive graphs and its thorough analysis plans. One feature that set it apart was its ability to hold metadata in memory and provide a step-by-step breakdown of its analysis process. ChatGPT was also able to confirm its findings by recalculating efficiency, which added an extra layer of reliability to its results.

AI helps in research by making data analysis more efficient and accurate. Whether you're dealing with structured or unstructured data, these AI tools can provide valuable insights that can drive better decision-making.

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▼ ▽ TIMESTAMPS
00:00 Intro
00:09 Looking at the data
00:35 The first prompt
04:54 Text file data
11:18 Can they be broken?

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▼ ▽ Socials for shorts and reels

[taylanhoca]

Dear Andy first another great video! Thank you. Can you make a video about how to interpret qualitative data using AI. I got some transcriptions for my phd thesis. I guess a lot of people have the same problem 🙏

[TrevorRockwell]

The logo for Visily is incorrect, the correct name for the tool seems to be Vizly

[asmahabib]

Jeda.ai is a revelation for my AI data analysis! It used to take forever, but now Jeda transforms complex data into clear visuals in seconds. No more struggling through reports! Jeda saves me tons of time and lets me focus on the insights, making my daily work a breeze. If you're looking for an AI data analysis tool that boosts productivity, Jeda.ai is a must-try!

[oninomarugoku]

My wife has always admired your videos, as they provide valuable guidance for her work. Your passion and dedication are truly remarkable. She has a few questions regarding the tools you use: Could ChatGPT and Julius potentially replace SPSS for statistical analysis? Additionally, how do you ensure data privacy, given that these tools might use the data to train their systems?

[francescmartori]

Great video! However, the fact that the bar chart randomly sorts the number of days of stay at hospital in the x-axis is a concern for understanding the variable distribution. People will still have to understand what they're doing 😅

[valls_geoconsultant]

Please provide a link to Visily. Thank you

[morimorian]

Can you make a video about conducting metaanalysis with AI? Are any AI tools doing it at the moment?

[amankm]

Is this free or any free tools for data analysis for you to suggest

[MeTravel]

Hi Andy, can you please recommend some Universities for doing a PhD on scholarship in the Data Science area? If a person completes their MSc IT in Business Data Analytics from IBS Budapest Hungary.

Thank You 🙏

[rahulson]

Thanks for the shoutout to Julius! I'm Rahul, founder of Julius. Julius now also supports R besides Python. So if you struggle with R Studio, Julius will do the statistical analysis in R for you 😄 📊

Julius knows how to use ggplot2, tidyverse and all other popular R libraries

[MiguelAlvarenga]

Thanks!!! Any idea of an AI tool that could create maps (with arrows and other features) based on data?

[souravdutta]

I couldn't find a way to upload data in Visily. Did you mean any other AI tool instead of Visily?

[WhySoBroke]

They are all far from being able to do a proper high research level analysis. What you were doing was fairly exploratory. Next time try asking the AI to perform a multivariate analysis or explore multiple generalized regression models. None will be able to do it quicker than a well trained analyst.

[gonzoz]

Jullius has the option in its paid model of using ChatGPT, Claude and/or Opus. So why have the middleman ? Just stick with ChatGPT.

[rupakchakravarty]

wrong logo used. this is sheer misinformation