Sometimes you need the best of both worlds, using R and Python together.
Here is one approach, without using elaborate libraries, to write and then run R scripts within python. (It even works in Colab!)
Analysis Workflow Template v1.9 (Data Science in Python)
In the interest of moving towards a discussion of best practice workflow for analyzing data:
Curious about Machine Learning, but not sure where to start learning?
Start Here: Python for Data Science and Machine Learning Bootcamp
If you only have time for one pointer, follow the link above. If you have time…
Predict The Future…Using Only The Past
An interesting point in the relationship between stop words, word frequency, document frequency, and document-frequency-high/low-cut-off, comes from the parameter descriptions in sklearn for the two functions TfidfVectorizer & CountVectorizer (more details below).
In the past year I had the opportunity to work with a cross functional team of coders and fellow data scientists on a project for C4ADS: The Center for Advanced Defense Studies. Due to privacy allowances and NDA requirements I will be somewhat vague about the project, but here…
1. State Goals:
