I would agree that pyxley never came close to the functionality of Shiny, but my goal was a little different. My goal was to make a set of reusable components that were also really flexible. I wanted to be able to mix…
I think the quote and definition from the blog is a good one: “better engineers than statisticians and better statisticians than engineers”. Perhaps that 1997 quote was influential in the decision to use the term Data…
What you are describing is a statistician and that's perfectly fine, but lumping them in with data scientists devalues the role for those of us doing more.
I completely disagree, data scientists who can not create the data they need are at a significant disadvantage to those who can. Our job is more than being able to analyze and interpret data. If you have someone in your…
Yup, that one. I planned on simply filtering a pandas dataframe using the request.args that are passed in. The javascript components can be used directly, but I wrote the python wrappers as a convenience for really…
The flask dependency is pretty strong because I used the requests module for the api route functions. It should be possible to override it and use django instead, but I don't know django that well. It's probably a good…
It shouldn't be too bad. My goal was just to make it a little simpler to do the basic things like formatting the data as json for a particular charting library. The python helpers just set up the APIs. I made an example…
I would agree that pyxley never came close to the functionality of Shiny, but my goal was a little different. My goal was to make a set of reusable components that were also really flexible. I wanted to be able to mix…
I think the quote and definition from the blog is a good one: “better engineers than statisticians and better statisticians than engineers”. Perhaps that 1997 quote was influential in the decision to use the term Data…
What you are describing is a statistician and that's perfectly fine, but lumping them in with data scientists devalues the role for those of us doing more.
I completely disagree, data scientists who can not create the data they need are at a significant disadvantage to those who can. Our job is more than being able to analyze and interpret data. If you have someone in your…
Yup, that one. I planned on simply filtering a pandas dataframe using the request.args that are passed in. The javascript components can be used directly, but I wrote the python wrappers as a convenience for really…
The flask dependency is pretty strong because I used the requests module for the api route functions. It should be possible to override it and use django instead, but I don't know django that well. It's probably a good…
It shouldn't be too bad. My goal was just to make it a little simpler to do the basic things like formatting the data as json for a particular charting library. The python helpers just set up the APIs. I made an example…