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classecol's Introduction

classecol

classecol is a package to perform text classifications of twitter data (but may be useful for any social media text). It provides a series of functions to clean data, can produce a sentiment matrix (including 11 popular sentiment classiffication methods) to describe the polarity of the text, and contains three text classification models: 1) hunting - assesses if the tweet is related to hunting and can determine their stance on hunting. 2) nature - which can assess if the tweet is related to nature, wildlife, or the envionment, and can describe whether the text is showing interest or concern. 3) bio - to assess if the twitter user is a person, environmental expert, or something else. For more information and examples please follow the vignette

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classecol's Issues

Issues with Mac OS

Some issues have been detected in the automated install of python for Mac OS. A fix is scheduled for January but I am willing to provide manual guidance in the meantime (upon request)

timeout

timeout issue appears e.g. 'Timeout of 60 seconds was reached'

nat_class error

When running nat_clas() I am now presented with the following error:

`2021-11-09 15:27:03.552714: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'cudart64_110.dll'; dlerror: cudart64_110.dll not found

2021-11-09 15:27:03.552929: I tensorflow/stream_executor/cuda/cudart_stub.cc:29] Ignore above cudart dlerror if you do not have a GPU set up on your machine.

2021-11-09 15:27:24.793260: E tensorflow/core/lib/monitoring/collection_registry.cc:77] Cannot register 2 metrics with the same name: /tensorflow/api/keras/optimizers

Error in py_run_file_impl(file, local, convert) :
AlreadyExistsError: Another metric with the same name already exists.`

I have tried uninstalling everything and reinstalling it as per the vignette but I still get this error. The error occurs on two separate machines as well.

Dependency issues on Linux

I'm struggling to get this to install on a linux system. There seems to be a dependency on talgalili/installr which comes from addeR, and installr is Windows only. Does this mean classecol is windows only?

I'm wanting to run this package on a (linux) supercomputer to be able to classify 2 million social media messages in a reasonable amount of time, so would be good to chat anyway about the package.

nat_class - dependency on pandas?

nat_class is failing due to a dependency on pandas. Since I'm working for R, and I'm not a python user I'm not sure what to do about this. Should this have been handled by the python install or am I expected to install pandas myself? It would be good to cover this in the vignette if the latter, for python newbies like me. Thanks!

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