Twitter Sentiment Analysis using #tag, words and username

Overview

Twitter Sentment Analysis

Python Framework

Twitter Sentment Analysis Web App using #tag, words and username to fetch data finds Insides of data and Tells Sentiment of the perticular #tag, words or username.

Features Of Data Analysis Web App

  • Can Fetch upto 10000 Tweets.
  • Gives a detailed Analysis of the tweets.
  • Gives the most trending #tag, links and @mentions of the fetched tweets.
  • Gives the Overall Sentiment Analysis of the Tweets in form of graph.
  • You can download/export the tweets in form of csv file.

Check out the live demo: https://twitter--sentiment--analysiss.herokuapp.com/

Vedio demo:

GIF

Note

Use this URL - Click Me - in case if you are faccing any problem with th WebApp or source code.

Source Code: github link

How to run the project?

  1. Clone or download this repository to your local machine.
  2. Install all the libraries mentioned in the requirements.txt file with the command pip3 install -r requirements.txt
  3. Create a file name config.ini
  4. Paste the code in config.ini and insert key deatils which you will get keys here developer.twitter.com
[twitter]

api_key = Your Keys
api_key_secret = Your Keys

access_token = Your Keys
access_token_secret = Your Keys
  1. Open your terminal/command prompt from your project directory and run the file app.py by executing the command streamlit run app.py.
  2. You will be automatically redirected the your localhost in brower where you can see you WebApp in live.

Architecture of your Project Home Directory

GIF

If you Use this Code for Any Commercial Purpose. Please Don't Forget To mention or give shoutout to everydaycodings.

Donate If you fell this Web App Makes your work a bit easy.

Binance (BNB)

0x846d778c4714830C8cdcB2Af85F76544CFf0d9A1

Cardano(ADA)

addr1q8fstx3ut2nfhrv9e324tyfdp2uwcvy0uree3junwll5y5p7lnnqpnq6ufjh4qfkul9tvx49udsnyq7vmst6huvngyss72e63v

Bitcoin(BTC)

bc1qutf2e707aglx8wqmf4x8e7rzxaunmxlcnpyxqr
Applied Natural Language Processing in the Enterprise - An O'Reilly Media Publication

Applied Natural Language Processing in the Enterprise This is the companion repo for Applied Natural Language Processing in the Enterprise, an O'Reill

Applied Natural Language Processing in the Enterprise 95 Jan 05, 2023
Sorce code and datasets for "K-BERT: Enabling Language Representation with Knowledge Graph",

K-BERT Sorce code and datasets for "K-BERT: Enabling Language Representation with Knowledge Graph", which is implemented based on the UER framework. R

Weijie Liu 834 Jan 09, 2023
Simple GUI where you can enter an article and get a crisp summarized version.

Text-Summarization-using-TextRank-BART Simple GUI where you can enter an article and get a crisp summarized version. How to run: Clone the repo Instal

Rohit P 4 Sep 28, 2022
Composed Image Retrieval using Pretrained LANguage Transformers (CIRPLANT)

CIRPLANT This repository contains the code and pre-trained models for Composed Image Retrieval using Pretrained LANguage Transformers (CIRPLANT) For d

Zheyuan (David) Liu 29 Nov 17, 2022
Th2En & Th2Zh: The large-scale datasets for Thai text cross-lingual summarization

Th2En & Th2Zh: The large-scale datasets for Thai text cross-lingual summarization ๐Ÿ“ฅ Download Datasets ๐Ÿ“ฅ Download Trained Models INTRODUCTION TH2ZH (

Nakhun Chumpolsathien 5 Jan 03, 2022
[ICCV 2021] Instance-level Image Retrieval using Reranking Transformers

Instance-level Image Retrieval using Reranking Transformers Fuwen Tan, Jiangbo Yuan, Vicente Ordonez, ICCV 2021. Abstract Instance-level image retriev

UVA Computer Vision 86 Dec 28, 2022
Korean extractive summarization. 2021 AI ํ…์ŠคํŠธ ์š”์•ฝ ์˜จ๋ผ์ธ ํ•ด์ปคํ†ค ํ™”์„ฑ๊ฐˆ๋„๋‹ˆ๊นŒํŒ€ ์ฝ”๋“œ

korean extractive summarization 2021 AI ํ…์ŠคํŠธ ์š”์•ฝ ์˜จ๋ผ์ธ ํ•ด์ปคํ†ค ํ™”์„ฑ๊ฐˆ๋„๋‹ˆ๊นŒํŒ€ ์ฝ”๋“œ Leaderboard Notice Text Summarization with Pretrained Encoders์— ๋‚˜์˜ค๋Š” bertsumext๋ชจ๋ธ(ext

3 Aug 10, 2022
Official Stanford NLP Python Library for Many Human Languages

Official Stanford NLP Python Library for Many Human Languages

Stanford NLP 6.4k Jan 02, 2023
Lightweight utility tools for the detection of multiple spellings, meanings, and language-specific terminology in British and American English

Breame ( British English and American English) Breame is a lightweight Python package with a number of utility tools to aid in the detection of words

Charles 8 Oct 10, 2022
ETM - R package for Topic Modelling in Embedding Spaces

ETM - R package for Topic Modelling in Embedding Spaces This repository contains an R package called topicmodels.etm which is an implementation of ETM

bnosac 37 Nov 06, 2022
Utilities for preprocessing text for deep learning with Keras

Note: This utility is really old and is no longer maintained. You should use keras.layers.TextVectorization instead of this. Utilities for pre-process

Hamel Husain 180 Dec 09, 2022
Examples of using sparse attention, as in "Generating Long Sequences with Sparse Transformers"

Status: Archive (code is provided as-is, no updates expected) Update August 2020: For an example repository that achieves state-of-the-art modeling pe

OpenAI 1.3k Dec 28, 2022
Textpipe: clean and extract metadata from text

textpipe: clean and extract metadata from text textpipe is a Python package for converting raw text in to clean, readable text and extracting metadata

Textpipe 298 Nov 21, 2022
Trained T5 and T5-large model for creating keywords from text

text to keywords Trained T5-base and T5-large model for creating keywords from text. Supported languages: ru Pretraining Large version | Pretraining B

Danil 61 Nov 24, 2022
Repository for Project Insight: NLP as a Service

Project Insight NLP as a Service Contents Introduction Features Installation Setup and Documentation Project Details Demonstration Directory Details H

Abhishek Kumar Mishra 286 Dec 06, 2022
Coreference resolution for English, German and Polish, optimised for limited training data and easily extensible for further languages

Coreferee Author: Richard Paul Hudson, msg systems ag 1. Introduction 1.1 The basic idea 1.2 Getting started 1.2.1 English 1.2.2 German 1.2.3 Polish 1

msg systems ag 169 Dec 21, 2022
An easy-to-use framework for BERT models, with trainers, various NLP tasks and detailed annonations

FantasyBert English | ไธญๆ–‡ Introduction An easy-to-use framework for BERT models, with trainers, various NLP tasks and detailed annonations. You can imp

Fan 137 Oct 26, 2022
Turn clang-tidy warnings and fixes to comments in your pull request

clang-tidy pull request comments A GitHub Action to post clang-tidy warnings and suggestions as review comments on your pull request. What platisd/cla

Dimitris Platis 30 Dec 13, 2022
This repo stores the codes for topic modeling on palliative care journals.

This repo stores the codes for topic modeling on palliative care journals. Data Preparation You first need to download the journal papers. bash 1_down

3 Dec 20, 2022
Script to generate VAD dataset used in Asteroid recipe

About the dataset LibriVAD is an open source dataset for voice activity detection in noisy environments. It is derived from LibriSpeech signals (clean

11 Sep 15, 2022