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https://github.com/vignesh1507/feel-flux
This project is basically a sentiment analysis which will work in input and output format. The user will give an input in the form of a textual content and the the code will process every bit of it and generate the output accordingly. Output of the code will vary between 3 parameters that are positive, negative and neutral.
https://github.com/vignesh1507/feel-flux
artificial-intelligence cpp nlp-machine-learning
Last synced: 10 days ago
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This project is basically a sentiment analysis which will work in input and output format. The user will give an input in the form of a textual content and the the code will process every bit of it and generate the output accordingly. Output of the code will vary between 3 parameters that are positive, negative and neutral.
- Host: GitHub
- URL: https://github.com/vignesh1507/feel-flux
- Owner: vignesh1507
- License: gpl-3.0
- Created: 2024-09-16T14:01:49.000Z (2 months ago)
- Default Branch: main
- Last Pushed: 2024-10-17T18:23:27.000Z (about 1 month ago)
- Last Synced: 2024-10-20T03:48:16.177Z (29 days ago)
- Topics: artificial-intelligence, cpp, nlp-machine-learning
- Language: C++
- Homepage:
- Size: 111 KB
- Stars: 2
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
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README
# Feel-flux
Feel-flux is a **Sentiment Analysis** program written in **C++**. It reads positive, negative & neutral words from provided files and analyzes the sentiment of user input text, determining if the sentiment is **positive**, **negative**, or **neutral**.
## Features
- **Sentiment Analysis** is based on positive, negative, and neutral word lists.
- Detects **negation words** to flip sentiment where appropriate.
- Provides a **sentiment score** and **sentiment label** (Positive, Negative or Neutral).
## Installation
1. **Clone the repository:**
```bash
git clone https://github.com/vignesh1507/Feel-flux.git
```
3. **Install a C++ compiler:**
Ensure you have a C++ compiler installed. You can use:
- **g++** for Linux/Windows (mingw)
- **clang** for macOS/Linux
- **MSVC** for Windows/macOS
4. **Create or add positive and negative word files:**
The program requires text files containing positive and negative, neutral, and stop words.
- `positive words.txt`
- `negative words.txt`
- `neutral words.txt`
- `stop_list.txt`
## Compilation
To compile the program, use the following commands:
- **g++** (Linux/Windows):
```bash
g++ -o Feel-flux main.cpp
```
- **clang** (macOS/Linux):
```bash
clang++ -o Feel-flux main.cpp
```
- **MSVC** (Windows):
```bash
cl main.cpp
```
## Usage
Once compiled, you can run the program from the command line:
```bash
./Feel-flux
```
### Input
The program prompts you to input a paragraph or sentence for sentiment analysis:
```bash
Enter text for sentiment analysis (press Ctrl+D to end input):
```
Type in the text you want to analyze and press **Enter**.
### Output
The program will output the **sentiment score** and **sentiment label** (Positive, Negative, Neutral):
```bash
Sentiment Score: 3
Sentiment Label: Positive
```
## File Structure
```
.
├── main.cpp # Main C++ source code
├── positive words.txt # File containing positive words
├── negative words.txt # File containing negative words
├── neutral words.txt # File containing neutral words
├── stop_list.txt # File containing stop words
└── README.md # Project README file
```