sentiment-scores 开源项目推荐（46 个）

gandalf1819 /Stock-Market-Sentiment-Analysis

通过对公司进行基本面分析来识别公司股价的趋势。新闻文章作为训练数据集提供给模型，将文章分类为正面或中立。情感评分是通过计算新闻文章中正面和负面词汇的差异来计算的。对比了实际股价与情绪评分。使用朴素贝叶斯、OneR和随机森林算法来利用Weka观测模型结果

winkjs /wink-sentiment

Accurate and fast sentiment scoring of phrases with #hashtags, emoticons :) & emojis 🎉

pratikpv /reddit_scraper_and_sentiment_analyzer

Download reddit posts based on keywords and perform sentiment analysis on the posts.

Surya-Murali /Web-Scraping-and-Amazon-Reviews-Analysis

A Web Scraping project to analyze product reviews in Amazon.com. A sentiment analysis is done and the reviews are sorted and highlighted in green or red based on the sentiment score.

socius-org /sentibank

Encyclopedic Hub for Sentiment Dictionaries

badripatro /Question-Paraphrases

该项目在 GitHub 上没有填写描述

daiquocnguyen /SAR14

A rating-based sentiment dataset of IMDB movie reviews (WASSA 2014)

huspark /fine-grained-sentiment-analysis-with-bert

This project uses BERT(Bidirectional Encoder Representations from Transformers) for Yelp-5 fine-grained sentiment analysis. It also explores various custom loss functions for regression based approaches of fine-grained sentiment analysis.

lprtk /nlp-amazon-customer-reviews

Sentiment analysis, text mining, topic modeling & sentiment prediction

aditeyabaral /lok-sabha-election-twitter-analysis

Twitter Feeds were analysed during the Lok Sabha Elections 2019 to guage the overall popularities of each party and predict the winner based solely on the tweets made by the population. This was made as a part of our Data Science course (UE18CS203) at PES University.

Surya-Murali /Sentiment-Analysis-of-Twitter-Data-by-Lexicon-Approach

This project uses Lexicon-based approach for sentimental analysis of 1000 recent tweets of 4 countries. A sentiment score for each tweet is computed to ascertain the overall nature of the tweet.

rahatzamancse /Bangla-or-Banglish-or-English-Sentiment-Analysis-with-English-translation

Banglish -> Bangla (With avro phonetic) -> English (With textblob translator) -> Sentiment

dmafanasyev /rulexicon

Russian Lexicons for Text Analysis

niki864 /CryptoTweetSentiment

A sentiment analyser in R that pulls tweets related to cryptocurrencies and plots the graphs related to how +ve or -ve the tweets are. Analyses BTC, ETH and LTC

manugaco /Project_Bachelors_Degree_Thesis

BSc thesis code

abhisheksaxena1998 /How-world-reacted-to-coronavirus-casestudy

This case-study investigates what was world's reaction on Twitter during covid-19 pandemic. Tweets over a period of 7 months were classified as hate, offensive along with emotions involved.

giuetr /finsent

Extract sentiment of every US public company from financial news headlines

poltextlab /central_bank_communication

Replication materials. Máté Á, Sebők M, Barczikay T (2021) The effect of central bank communication on sovereign bond yields: The case of Hungary. PLoS ONE 16(2): e0245515. https://doi.org/10.1371/journal.pone.0245515

theomantz /DrivingDoge

A sentiment visualization app utilizing TensorFlow ML Library for sentiment analysis and D3 JS for visualization

HasiniPadakandla /Sentiment-Analysis-of-Incoming-Calls-on-Helpdesk

Sentiment Analysis of Incoming Calls on Helpdesk focuses on analysing the sentiment of incoming calls on the helpdesk raised by the customer.