Ilya Shabanov Profile picture
Dec 19, 2022 7 tweets 11 min read Read on X
Struggling with R or Python?

Leverage @OpenAI and #ChatGPT to learn and solve your data analysis challenges.

I am just blown away 🤯 ! Here are a few use cases of what you can do.

#AcademicTwitter #sciencetwitter @OpenAcademics @AcademicChatter @PhDVoice @PostdocVoice

⬇️
@OpenAI @OpenAcademics @AcademicChatter @PhDVoice @PostdocVoice First I asked it a straight forward question to load a CSV file with "width, length, depth and weight in R": Image
@OpenAI @OpenAcademics @AcademicChatter @PhDVoice @PostdocVoice Ask for Ideas on what to do with the data.

ex "How could I visualise the four dimensional data?" Image
@OpenAI @OpenAcademics @AcademicChatter @PhDVoice @PostdocVoice Ask to show and EXPLAIN a special technique that you would like to apply to your data

I asked about "how to do a PCA analysis and what it means". Image
@OpenAI @OpenAcademics @AcademicChatter @PhDVoice @PostdocVoice Copy paste code, that you do not understand.

That one is just magic - i copy pasted some stuff from the internet. Compare screenshot and link. It's better than the person explaining it.

buff.ly/3FyhJsa

I attached the plot the code generates for comparison. ImageImage
@OpenAI @OpenAcademics @AcademicChatter @PhDVoice @PostdocVoice Ask why YOUR code is not working by copy pasting it.

Here i made a small example where I was using float probabilities as indices and it was crashing.

I is indeed the 3. reason and then I asked it to fix it for me. And it actually fixed MY code, not some generic code 🤯 . ImageImage
@OpenAI @OpenAcademics @AcademicChatter @PhDVoice @PostdocVoice I am completely blown away by how good it is. It 100% has the potential to revolutionise the way we work.

Even if you have no clue of programming - the AI can give you clues what you can or cannot do. Before that, the job was with the 1 person in the lab who knows R 😄

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More from @Artifexx

Jun 19
Almost done with the slides for this upcoming webinar.

It will be aimed at note-taking and synthesis.

Here is a sneak peak:
👇 Image
Note Taking

Most people take notes in the order they learn about the content.

This is wrong.

Conceptual notes are much more powerful.

Because you don't repeat yourself and use links instead.Image
Academic Note-taking

For academia, special rules apply.

You must protect yourself from plagiarism and always know where you learned what.

This is why you must use a source note template.Image
Image
Read 8 tweets
Jun 18
Everybody uses Google Docs.

But most don't install any of the 100+ extensions.

Unlock hidden features and save time with these 4 must-use extensions: 👇
(I use them for scientific papers)
What are extensions?

Extensions add functionality that Google Docs does not have.

Each extension adds a sidebar where it can be configured and activated.

Google does not develop these extensions but they gain access to your content.

Be aware of privacy issues.
1. Cross Reference

Allows you to generate numbers for figures automatically.

If you rearrange the figures, just click a button and all names and mentions are updated.

Works equally well for tables or equations.

Irreplaceable for academic work.
Read 8 tweets
Jun 12
I thought I would spend days on this lit review.

It took me just 10 minutes (no joke)!

Here is how and what tool I used:
👇Image
My Topic:

I am figuring out how forests react to climate change in New Zealand.

The big question: Who has done it before?
(A vast literature review question that can take hours)

Googling it, I found only a single paper: [Wardle 1992]
Really!?Image
To check if there is really only one paper, I searched for this paper [Wardle 1992] on @LitmapsApp ... Image
Read 11 tweets
May 28
Double your productivity in Google Docs.

Learn these 12 essential keyboard shortcuts.

Windows & Mac:
👇
1. Paste without Style

Ever pasted something from Word or a browser and noticed that the format is completely broken?

Paste without format to avoid this. Press:

⌘ + ⇧ + V (Mac)
CTRL + SHIFT + V (Win)

In this example I copy from MS Word and the style is totally off.
2. Fast navigation (any software)

You use the arrow ⬅️ keys ➡️ to go move the cursor letter by letter.

Hold ⎇ (ctrl on Win) to move word by word instead.
Hold ⌘ (home, end keys on Win) to move line by line.

Fix typos in milliseconds with this trick (Video is real time).
Read 15 tweets
May 21
This is Niklas Luhmann.

He has more citations than 99% of scientists.
And 70+ books.

Here is how he did it:
(...steal his secret) Image
Luhmann (1927-1998) was a German sociologist and philosopher studying how societies function.

He wrote over 70 books and 400 articles on topics like law, politics, and art.

Luhmann described society as a self-sustaining system and was influential, especially in Germany. Image
Famous thinkers like Charles Darwin (20+ books) or Albert Einstein (300+ publications) share a common trait:

They think DEEPLY and SYSTEMATICALLY about their subject.

Luhmann's system however is the best documented through his note collection system: The Zettelkasten (photo). Image
Read 14 tweets
May 16
Everybody uses Google Docs.

But most don't know its best features.

11 features that save time and make your work more professional:
(even for scientific papers)
👇
1. Folding

If you have a long document this is a life saver.

Create a heading.
Next to the heading click the ">" button to fold all text beneath this heading.
2. Table of Contents

The fastest way to get around in a document is to use the automatic table of contents.

Click the three line icon at the top left.

Now click the headings to navigate in your document.
Read 13 tweets

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