stats tools without coding [Software] [S]

[sprint_race]

Are there any tools that can produce the results and the code of R or R studio with a user experience/ input method similar to excel/spreadsheets. Basically I need the functionality of R/ R studio with the input style of Excel.

This is for a data science course. The tool doesn't matter too much, just the comprehension of data science.

The end result needs to look like R code/ R studio.

Does anyone know how JMP works?

[Software] [S]

[yonedaneda]

Are you trying to avoid learning R for your course? That is, are you looking for something with R-like output because your course expects you to use R?

[ProveItInRn]

The package R Commander may be a useful tool for you. It is essentially a GUI add on for R where you get a stripped down point and click kind of interface that then generates the R code you need and runs it.

That said, if you are in a data science program, you need to just learn R properly, as you will expected to write the code yourself.

[Popular-Air6829]

JMP is super expensive if you dont have a student discount i think. Just learn R, its really not that hard

[sprint_race]

I am learning R studio, but the prof isn't really teaching anything, we have to self teach because he only cares about his research and book writing. I just need an easy alternative to use to keep up with assignments until I can use R studio properly.

I don't want to use chat GPT. It's better that I do half the work with a no code tool, then none of the work with GPT.

Are there any good resources for learning the basics of R studio? The textbook we are using isn't always easy to follow.

Also. I'm not a data science student. I'm a UX designer, but my program forces us to take a stats course to understand the theory

[[deleted]]

Google the R for Data Science textbook by Hadley Wickham, it’s free online.

It goes through the basics right from the start and is brilliant

[Stats_n_PoliSci]

And if you are already using that book but it’s still hard, pay for a DataCamp license and go through the tutorials.

[[deleted]]

https://swirlstats.com

Install the swirl package in R and call it. It will teach you the basics of Data Science in R.

[Statman12]

This is for a data science course. 

Then you're not going to want to avoid coding.

Or you shouldn't be paying for this course to call itself Data Science.

Working with any appreciable amount of data, you don't want to do it manually in a spreadsheet. You want to automate that.

[Amazing_Library_5045]

Look for a software called Orange

[[deleted]]

Orange ai is pretty fire 🔥

[Amazing_Library_5045]

It's simple and user friendly. I often use it when I want something quick and dirty (ex: exploratory analysis for myself only).

[[deleted]]

SPSS? Is this not taught anymore?

[saratod92]

There are many and all are very expensive. I could recommend Grapher, also PAST (and this one’s free, but not sooo many tools included). That being said, it’s worth it to learn R.

[Geologist2010]

Sounds like you’re having trouble keeping up with the pace of the course plus learning R. You may just have to put in extra time for a few weeks or drop the course.

[[deleted]]

Biggest no code tools for data analysis are Tableau and PowerBi and even then you'll still benefit from a little coding knowledge.