My understanding in 401K

Here is my reasoning about 401K. First, I’ll start with two definitions: (1) taxable income, meaning the gross income you receive on which your tax will be calculate; (2) tax deduction, meaning any deduction from your taxable income. Tax deduction lowers your taxable income thus lowers your tax in general. 401K has three categories: Pre-tax: contribute …

English Grammars

“A” or “an” before an acronym or abbreviation? e.g., a FAQ or an FAQ? https://english.stackexchange.com/questions/1016/do-you-use-a-or-an-before-acronyms   When should I add “the” before what kind of noun? http://www.englishteachermelanie.com/grammar-when-not-to-use-the-definite-article/   Whether to repeat “the” in “noun and noun” phrases? http://english.stackexchange.com/questions/9487/is-it-necessary-to-use-the-multiple-times   “noun and noun” phrase: the following verb is plural or single? http://www.mhhe.com/mayfieldpub/tsw/nounsagr.htm   adj before “noun …

NLP datasets

Twitter Sentiment Analysis: http://thinknook.com/twitter-sentiment-analysis-training-corpus-dataset-2012-09-22/ Topic classification for news (including Reuters, NewsGroup): http://disi.unitn.it/moschitti/corpora.htm Movie reviews: http://www.cs.cornell.edu/People/pabo/movie-review-data/ Other reviews: http://www.text-analytics101.com/2011/07/user-review-datasets_20.html Twitter Evaluation dataset: http://tweenator.com/index.php?page_id=13 Amazon review: https://snap.stanford.edu/data/web-Amazon.html Amazon review (upon request): https://www.cs.uic.edu/~liub/FBS/sentiment-analysis.html opinmind: https://inclass.kaggle.com/c/si650winter11/data Large movie reviews: http://ai.stanford.edu/~amaas/data/sentiment/