Graphing and Data Analysis software?

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Discussion Overview

The discussion revolves around the selection of software for data analysis, specifically focusing on tools suitable for upper division physics labs. Participants are sharing their experiences and recommendations regarding software that offers curve fitting capabilities and error analysis tools.

Discussion Character

  • Exploratory
  • Technical explanation
  • Debate/contested

Main Points Raised

  • Eric inquires about software with extensive curve fitting and error analysis capabilities for physics lab work, mentioning Kaleidograph as a potential option.
  • One participant suggests using R and Excel, highlighting the rise of tools like Tableau and Visualcue for real-time data analysis and dashboard creation.
  • Another participant mentions the use of Python, specifically the libraries numpy, scipy, and matplotlib, as well as the newer language Julia for data analysis.
  • A different participant notes the popularity of MATLAB for engineering analysis, mentioning its cost and the existence of Mathematica and SAS as other options, while also recommending Excel for its accessibility and familiarity.

Areas of Agreement / Disagreement

Participants express a variety of software options without reaching a consensus on a single preferred tool. Multiple competing views on the best software for data analysis remain present.

Contextual Notes

Some participants reference the learning curves associated with different software, and there is an acknowledgment of varying needs for data analysis, from heavy-duty engineering to more general use.

Who May Find This Useful

Students and professionals in physics, engineering, and data analysis may find this discussion relevant for selecting appropriate software tools for their work.

Haborix
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Hello everyone,

I was wondering what software you all find useful for analyzing data. What I'm looking for needs to have extensive curve fitting abilities as well as error analysis tools, i.e., error bars and what not. I hope this isn't totally vague and you all have a piece of software in mind.

I should mention this is for one of the upper division physics labs at my university. We are pretty much left to our own devices in writing up a manuscript and presenting data.

Many Thanks,
Eric

P.S. I think we have Kaleidograph on the computers in the physics computer lab. Any thoughts on that one?
 
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We use R & excel in our company. Now many Big companies have started using tools like Tablueu & Visualcue for analyzing data.These tools provide brilliant, real-time dashboards to your key decision-makers. And do it all in a single, intuitive platform.Now R which is an dominating free software can be integrated with tools like Visualcue & other data analysis tools.
 
I am sure the physics lab is already familiar with python and its famous three-some numpy/scipy/matplotlib.

Then, there is newcomer julia
 
If you scan through this web site, notice that MATLAB is very popular. It is for heavy-duty engineering analysis and is expensive. I also see Mathematica mentioned here a lot. For heavy-duty data analysis, SAS is a leader in the field of statistical packages. It is also expensive. I have heard good things about R and was pleased with what I saw when I briefly looked at it. It is free. There is a learning curve for all of these. The company I work at uses MATLAB extensively. If your needs are not for heavy-duty analysis, there is a lot to be said for EXCEL because it is so universally available on Windows systems and many people already know how to use it.
 

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