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Fig. 1 Technological process of sentiment analysis for text.
The process of sentiment polarity categorization is twofold: sentence-level categorization and review-level categorization.
However, those types of online data have several flaws that potentially hinder the process of sentiment analysis.
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A general process for sentiment polarity categorization is proposed with detailed process descriptions.
In the process of determining the sentiment orientation, we mine the words in corpus which has similar function as these seeds.
Others think that it is madness for a company with a sketchy record and no desperate need for capital to come forward now, and they whisper that the deal cannot possibly get done.The bank's listing process will be a prolonged test of sentiment on China.
Some in opposition to the Title IX guidance said it deprived accused rapists of "due process," a sentiment DeVos echoed in 2017, saying she felt the guidance was unfair toward students accused of sexual misconduct.
Though the questions posed by our interviewees were explicitly referencing the process of CED, these same sentiments beg questions surrounding the nature of the power-relations that implicitly regulate and constrain stakeholders, decision makers, and researchers.
At the end of last night's episode, after a thoughtful conversation with Axelrod — "The book's title insinuates your hope: the fact that, even spending time in Washington, you really sort of believe in the process," a sentiment that could apply to him, too — he made his announcement.
Five years later, in Schnitzler's first theatrical success, "Anatol," the eponymous dandy echoed this sentiment — or, rather, lack of sentiment — adding a glaze of nostalgia in the process: There I was at the piano.
As stated earlier, we perform in the pre-processing step a sentence splitting in the reviews, so they can be processed by the sentiment analysis algorithm, resulting in a set of sentiment information of all reviews' sentences.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com