gandalf1819/Stock-Market-Sentiment-Analysis

Identification of trends in the stock prices of a company by performing fundamental analysis of the company. News articles were provided as training data-sets to the model which classified the articles as positive or neutral. Sentiment score was computed by calculating the difference between positive and negative words present in the news article. Comparisons were made between the actual stock prices and the sentiment scores. Naive Bayes, OneR and Random Forest algorithms were used to observe the results of the model using Weka

Language: R - Size: 775 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 86 - Forks: 29

winkjs/wink-sentiment

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

Language: JavaScript - Size: 1.62 MB - Last synced at: 6 days ago - Pushed at: about 2 years ago - Stars: 62 - Forks: 13

badripatro/Question-Paraphrases

Size: 516 KB - Last synced at: 5 months ago - Pushed at: over 5 years ago - Stars: 13 - Forks: 0

pratikpv/reddit_scraper_and_sentiment_analyzer

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

Language: Python - Size: 220 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 11 - Forks: 6

daiquocnguyen/SAR14

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

Size: 113 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 11 - Forks: 1

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.

Language: Jupyter Notebook - Size: 59.3 MB - Last synced at: 10 days ago - Pushed at: over 5 years ago - Stars: 8 - Forks: 1

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

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

Language: Python - Size: 958 KB - Last synced at: about 1 year ago - Pushed at: almost 5 years ago - Stars: 6 - Forks: 3

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.

Language: Python - Size: 86.9 KB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 5 - Forks: 0

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

Language: R - Size: 31.3 KB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 5 - Forks: 0

manugaco/Project_Bachelors_Degree_Thesis

BSc thesis code

Language: R - Size: 214 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 0

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.

Language: Python - Size: 6.78 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 0

giuetr/finsent

Extract sentiment of every US public company from financial news headlines

Language: Python - Size: 38.1 KB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 4 - Forks: 0

socius-org/sentibank

Encyclopedic Hub for Sentiment Dictionaires

Language: Python - Size: 228 MB - Last synced at: 12 months ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 1

nishantshah977/sentimo

A simple sentiment detector open-source module for node.js

Language: JavaScript - Size: 19.5 KB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 0

lprtk/nlp-amazon-customer-reviews

Sentiment analysis, text mining, topic modeling & sentiment prediction

Language: Jupyter Notebook - Size: 6.5 MB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 2

dmafanasyev/rulexicon

Russian Lexicons for Text Analysis

Language: R - Size: 19.6 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

theomantz/DrivingDoge

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

Language: JavaScript - Size: 2.83 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 0

factaxd/Twitch-Chat-Emote-Analyzer

Real-time Twitch chat analysis application using Python (FastAPI, NLTK, VADER) for backend processing and React (TypeScript, WebSockets) for frontend visualization. Analyzes sentiment, keywords, and emotes (Twitch, FFZ, 7TV)

Language: Python - Size: 68.3 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 1 - Forks: 0

amannaik247/Sentiment-AI

How do we know what the world is thinking about a particular thing, stocks, commodities or even celebrities. Sentiment-AI surfs through 70+ articles and gives you the analysis of top articles and their sentiment score.

Language: Python - Size: 31.3 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

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

Language: R - Size: 642 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 2

zoharsf/city-sentiment-analysis-using-twitter

This small project uses TextBlob to analyze twitter data from a user-provided city name

Language: Python - Size: 35.2 KB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 1 - Forks: 0

samp-suman/IMDB-movie-review-sentiments

Language: HTML - Size: 2.45 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

merelinguist/mindreader

Super simple sentiment analysis with AFINN.

Language: TypeScript - Size: 1.58 MB - Last synced at: 4 days ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

mauep2025/Text-Analysis

Size: 36.1 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

sagar-kale/conaug-app-machine-learning

machine learning sentiment analysis using apache opennlp

Language: Java - Size: 8.68 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 2

rafaelgreca/BlessthefallSA

Analysing Blessthefall songs' lyrics with Sentiment Analysis

Language: Jupyter Notebook - Size: 15.3 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 1

ThomasErhel/ml5-sentiment

☯️ Interactive text sentiment analysis with score and result.

Language: JavaScript - Size: 12.7 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

Plachido/SentimentPerTopic

Sentiment per topic calculation for italian text

Language: R - Size: 26.4 KB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

Mananp96/Sentiment-Analysis-on-Game-Review

Sentiment Analysis on Game Review using TextBlob-lexicon and rule-based sentiment.

Language: Python - Size: 40 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

nameisxi/Lexi

Sentiment classifier and polarity lexicon creator

Language: Python - Size: 74.2 KB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 1

saife245/SENTIMENT-ANALYSIS

Language: Jupyter Notebook - Size: 102 KB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0

sahil505/instamood Fork of iExperience/instamood

Instagram Reimagined : Sentiment Analysis of Captions

Language: JavaScript - Size: 23.4 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

pavitrakumar78/Twitter-Sentiment-Analysis

Sentiment analysis of tweets using oauth2 in python.

Language: Python - Size: 1.04 MB - Last synced at: over 1 year ago - Pushed at: almost 8 years ago - Stars: 0 - Forks: 0

vishalshar/SentimentAnalysisOnTweet

Compute the sentiment of each tweet based on the sentiment scores of the terms in the tweet. The sentiment of a tweet is equivalent to the sum of the sentiment scores for each term in the tweet.

Language: Python - Size: 258 KB - Last synced at: almost 2 years ago - Pushed at: almost 11 years ago - Stars: 0 - Forks: 1