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189 search results found

Tutorialsocialmediacrisis ⭐ 9

Jupyter notebooks for pulling and analyzing data from social media during crises

Trt_data_lit_grp_python ⭐ 9

Sessions I prepped for Toronto Data Literacy Group meetup events

Twitter Hate Speech Detection ⭐ 9

A COVID Tweet Sentiment Visualizer and Analyzer Application built with React.js, GraphQL, Tensorflow, Docker and FastAPI.

Tweetbert ⭐ 9

TweetBERT: A Pretrained Language Representation Model for Twitter Text Analysis

Twitter_sentiment_analysis_part5 ⭐ 9

Twitter sentiment analysis part 5: Tfidf vectorizer, model comparison, lexical approach

Twitter_sentiment_analysis_part10 ⭐ 9

Twitter sentiment analysis part 9: Neural Networks with Doc2Vec, Word2Vec, GloVe

Deep learning twitter bot generating funny inspirational quotes

Mining Twitter Data With Python ⭐ 9

a practice for learning data mining 😃

Use GitHub Actions to send a tweet when you make a new release

Datacamp Metoo Analysis ⭐ 9

What can data science tell us about tweets with the #MeToo hashtag? This repository contains the code for the analysis

Politeness Estimator ⭐ 9

A set of pre-trained machine-learning models that predict (im-)politeness scores in texts.

Novel Twitter Anomalies Pydatalondon2016 ⭐ 9

Detect novel anomalies on Twitter

Secim2023_dataset ⭐ 9

Reproduction material for "#Secim2023: First Public Dataset for Studying Turkish General Election"

Fake News Detection Using Twitter ⭐ 8

Data Science, Python, R, Machine Learning, Text Mining, Sentiment Analysis

Twitter_sentiment_analysis_part3 ⭐ 8

Zipf's Law, text data visualisation

Crypto Twitter Analysis ⭐ 8

Twitter Trolls Canada ⭐ 8

Analysis of Twitter's trove of troll tweets targeting Canadians

2018 01 Twitter Withheld Accounts ⭐ 8

Data and analysis supporting the BuzzFeed News article, "An Inside Look At The Accounts Twitter Has Censored In Countries Around The World," published January 24, 2018.

Hate Speech Detection Survey ⭐ 8

Trained Neural Networks (LSTM, HybridCNN/LSTM, PyramidCNN, Transformers, etc.) & comparison for the task of Hate Speech Detection on the OLID Dataset (Tweets).

Parabains Bot ⭐ 8

Muitos parabains

Tweetgenerator ⭐ 8

Neural network for writing tweets like @realDonaldTrump based on transfer learning

Ranking Social Media News Feed ⭐ 8

Ranking news feed updates | Comparison of supervised models

Narratives_covid19 ⭐ 8

Digital Narratives of COVID19

Twitter Sentiment Analysis ⭐ 8

This project develops a deep learning model that trains on 1.6 million tweets for sentiment analysis to classify any new tweet as either being positive or negative.

Startup Analysis ⭐ 7

Algorithmic_bias_in_echo_chamber_formation ⭐ 7

Computational Social Science Project: "Algorithmic Bias in Echo Chamber Formation".

Social_ego_network_analysis ⭐ 7

Ego Graph Analysis on Social Media.

Twitter Stance Classification By Tensorflow ⭐ 7

Twitter Sentiment Analysis ⭐ 7

Creating a Gradio user interface to predict the sentiment of a tweet

Mapping Social Media ⭐ 7

Using Python and Gephi to map and visualize personal twitter networks

Covidtweet ⭐ 7

Analyse and visualise tweets related to COVID-19 using LeafletJS and SQL

Sentiment Pipeline Sklearn ⭐ 7

Notebooks and resources from Building a Sentiment Analysis Pipeline in scikit-learn series

Irony_detection ⭐ 7

Code and data used for participation in SemEval-2018 Task 3: "Irony detection in English tweets"

Socialmediadatascience ⭐ 7

Data Science module - text analytics, Natural Language Processing, and Machine Learning on Social Media (twitter) data

Spark Streaming Twitter ⭐ 7

Building pipeline to process the real-time data using Spark and Mongodb.

Twitter Giveaway ⭐ 7

Selecting The Winner of a Twitter Giveaway

Twitter bot detection using deep learning.

Twitter_blocklist ⭐ 7

Export and import Twitter blocklists

Analisis Sentimen Corona Dki Jakarta ⭐ 7

Analisis Sentimen Corona DKI Jakarta menggunakan TF-IDF Vectorizer & Support Vector Machine

Ethereum Price Prediction ⭐ 7

This Repository includes files of project predicting Cryptocurrency Ethereum price using Twitter sentiments and Machine Learning

Recognize Named Entities On Twitter With Lstms ⭐ 6

Recognize named entities with LSTMs

Sentiment Analysis Of Covid 19 Tweets ⭐ 6

Texts from twitter has been collected to decide the impact, it has been causing the public .We took a testing dataset and used neural network – Model training for testing the retrieved tweets and gain prediction of the sentiments from their tweets.

Twitter 2020 Sentiment Analysis ⭐ 6

Sentiment Analysis Project using Natural Language Processing (NLP) Techniques

Social Unrest Prediction ⭐ 6

CSE635 Project.

A multi-step data science project that sources topic-specific twitter posts, determines whether the topic is ‘hot or not’ and re-tweets those posts with a twitter bot.

Social Media Data Book ⭐ 6

Election2016 ⭐ 6

Clinton and Trump may have used some Machine Learning

Twitter_sentiment_analysis_part7 ⭐ 6

Twitter sentiment analysis part 7: Phrase modeling + Doc2Vec

Covid_sentiment_twitter ⭐ 6

Btw17_sample_scripts ⭐ 6

Scripts that use and analyze BTW2017 sample datasets

Nba Twitter Analysis ⭐ 6

Making graphs of player-player connections on twitter

Automaticdetectionofhatespeech ⭐ 6

Twitter Bot Detection ⭐ 6

Terminator 6: Humans vs. Bots/Cyborgs (on Twitter)

Twitter Hate Speech Classifier ⭐ 6

It is a project that aim to detect and classify hate speech and offensive speech on Twitter using bag of words model. The ipython notebook include the process of data cleaning, feature extraction and SVM model building.

Twitter_hate_speech_detection ⭐ 6

Capstone project to automate Twitter hate speech detection with classification modeling.

Weekly Tweet Sentiment ⭐ 6

A tutorial which walks you through how you can create code that pulls your Tweets from the past 7 days and gives you a score to let you know exactly how your week has been.

Twitter200m ⭐ 6

Simple analysis of the Twitter 200M Data Dump of January 2023.

Roboadvisorsystem ⭐ 6

Sentimenttrader ⭐ 5

Cryptocurrency Sentiment Trader

Collection, cleaning, and classification of Twitter data

Multitask Sentiment Analysis ⭐ 5

Implementation of our SIGIR 2017 paper : "Multitask Learning for Fine-Grained Twitter Sentiment Analysis"

Causal_twitter_modeling_covid19 ⭐ 5

Source code for the paper "Causal Modeling of Twitter Activity during COVID-19". Computation, 2020.

Neuromatch2020 Twitter ⭐ 5

Twitter data analysis from #NeuroMatch2020

Twitter Bot ⭐ 5

A collection of different functions that can be performed by a Twitter bot

Auto Hashtag Of Social Posts ⭐ 5

📚 Generate hashtags via advanced multi-label classification model

Twitter Sentiment Analysis For Coinmarketcap ⭐ 5

Twitter Sentiment Analysis for the top 10 cryptocurrencies on CoinMarketCap

Threat hunting in social media

Covid19 Fa ⭐ 5

Content analysis of Persian/Farsi Tweets during COVID-19 pandemic in Iran using NLP (NLP-COVID19, EMNLP)

Predictepl ⭐ 5

Predicting England Premier League's Outcomes Using Sentiment Analysis with Twitter.

Thesis Sentiment Analysis In Tourism ⭐ 5

This research aims to extract the general sentiment of visitors in Athens by exploiting tourism content based on online platforms

Bumblebee ⭐ 5

Natural Language Processing , LSTM , CNN, NER

Bubo-2T is a Steampunk companion robot that can recognise hand gestures and tweet out messages

Beachpatrol ⭐ 5

Download & Process Twitter spaces closed captions with ChatGPT

Twitter Sentiment Analysis ⭐ 5

Sentiment Analysis of Lockdown in India During COVID-19:A Case Study on Twitter

Twitter_data_analysis ⭐ 5

Use Twitter API to retrieve tweets of interest and analyze the sentiment of the tweets in this notebook

Twitter Friend Connections ⭐ 5

Visualizing Twitter Friend Connections

Demographic Identifier ⭐ 5

Deep learning approach to identifying demographics and topics of tweets

Twitter User Gender Classification ⭐ 5

Python Twitter Bots ⭐ 5

A tutorial in Jupyter Notebooks

Tweepy Congress Collector ⭐ 5

An example of collecting tweets from U.S. Congressmember Twitter accounts

Get17_sna ⭐ 5

Social Network Analysis course

Digestant ⭐ 5

Modules for effectively digesting data from Twitter and Reddit using ML, NLP and statistics.

Use NLTK and Twitter API to do Natural Language Processing

Twitter Network Analysis ⭐ 5

Directed network analysis, for a twitter data source

Ukr Twi Corpus ⭐ 5

A corpus of Ukrainian Twitter texts + instructions for downloading and filtering texts.

Health_socialmedia ⭐ 5

Global Health Social Media Text Analytics

The_twitter_mancer_project ⭐ 5

Twitter_api ⭐ 5

This project takes in tweets (Twitter API and tweetpy) for various NLTK projects (POS tagging, NER, sentiment analysis... )

Twitter.ai ⭐ 5

code to scrape tweets from specified users, save results (bigquery & dynamodb tables), and run neural network to generate new tweets. (in progress)

Networkanalysis_twittertrends ⭐ 5

Network analysis of Twitter trends.

City Sentiment Detector Bert ⭐ 5

Classifying tweets from cities into Positive and Negative sentiment and determining happiness of that city.

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