Tyler Rinker

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http://www.catscanner.net/dictionaries.php

https://provalisresearch.com/products/content-analysis-software/wordstat-dictionary/

I am unsure of the issue. Can you try: ``` library(remotes) install_github('trinker/lexicon') ```

![demo_2](https://user-images.githubusercontent.com/1763278/49735761-2997c780-fc56-11e8-8596-4ea93f18fcbb.png) ![demo_1](https://user-images.githubusercontent.com/1763278/49735766-2e5c7b80-fc56-11e8-8ad3-e3a4cb1c36bb.png) ![comparison_old_algo_to_new](https://user-images.githubusercontent.com/1763278/49735774-33212f80-fc56-11e8-8990-3b672e4d0d44.PNG) Writing this to you after running sentimentR on over 75K answers, solving ~200 sentences by hand and absolutely loving every R package you've ever authored/contributed to. Thanks...

Thanks @Shantanu1497 This sounds promising. I want to understand more. You said: > A lot of users use commas and pause words right before* valence shifters which is causing differences...

@Shantanu1497 Also I'm thinking... Does it change sentiment direction or just magnitude typically? It's more useful if it correctly changes direction. Also I'm wondering about the impact on speed. Once...

@Shantanu1497 Thank you. I plan to have some dev time to look at all of this towards the end of December.

@Shantanu1497 You said: > Out of the affected, 23% of the 3.38% (which amounts to ~0.8% of the entire dataset reverses polarity). To me, this looks like a sizeable number...

> @trinker, these are two functions that find the presence of question tags. The logic behind them is that wherever a question mark is found, we record three words behind...

Also these PRs have become pretty massive. I'm looking to uncouple them and look at specific functionality in a piece meal way. Hoping you're not too busy to discuss here...