00:01 Cleaning your data involves systematic exploration, cleaning, manipulation, visualization, and analysis. 01:44 Installing packages in R expands functionality. 05:31 Converting character variable to factor variable in R 07:31 Using the factor function to swap levels in R 11:11 Understanding the difference between 'or' and 'and' in filtering data. 13:03 Handling missing data is crucial for accurate analysis. 17:02 Understanding how to handle missing values in data sets is crucial for data cleaning in R. 18:49 Handle missing data with nuanced approach, not just sweeping deletion 22:16 Identify and handle duplicates in data frames 24:04 Selecting and filtering data using base R method
I don't usually comment, but this man here is the best I've come across on youtube,. Damn, too good
We really appreciate your best YouTube channel for learning R we looking forward to see more especially for survival analysis, parametric and non parametric tests
I do love your enthusiasm Greg, it really keeps me interested in watching through to the end!
Life saver using this vidoe in a last min dash to finish some coursework
Your tutorials are unarguably the most explicit and practical for the use of R. Beyond using R as a tool, you explain a lot of statistical concepts. Thanks for all you do, I've learned a lot from your channel
Thank you so much Dr Martin. As a beginner , the way you explain the R programming makes me loving that language more and easy to deal with coding. Keep up with more great videos.
Honestly love all your videos. Detailed explanation and yet simple and straightforward. Keep up the great work.
Incredible channel, the material is better than any course I have paid for. The delivery and the breakdown of topics into separate videos are perfect for learning. Thank you for sharing your expertise and time.
Thank you so much, you're such a huge help! I dont think i would pass my 'digital data analysis' course without your channel
Out of all the online classes and videos I have done, I WISH I STARTED WITH THIS ONE!! Thank you!
Easy, Peasy, Lemon Squeezy! Best R Programming Channel Keep it going!
Excellent! Thanks for putting out such great content that's not only useful, but easy to follow!
I am here for the "super duper easy"... Keep up the great work Dr, thnaks.
You are an awesome teacher. I want to give you a hug right now! 😊Thank you for making it so easy to foloow through.
Very helpful. the perfect mixture between the background ideas ( what data to dismiss) and the R way to do so. Hope to see more videos. Enjoy X-mas
You sir have an incredible voice for teaching. Glad I found your channel
Very clear, useful and interesting. I'm just getting into R and this helped me understand how it can be used for sensible data cleaning.
Very useful thank you - especially the section on NAs and recoding. Also appreciate the editing, effects, sound quality and close ups of the code. I’ve recently been using the star wars database for my English teaching lessons to help students with the interrogative. How tall is R2D2? How much does Darth Vader weigh? Etc. One request if possible - Times, Dates and TimeDates. Thank you again, your videos have been very helpful.
@RProgramming101