https://github.com/asad70/wallstreetbets-sentiment-analysis

This program finds the most mentioned ticker on r/wallstreetbets and uses Vader SentimentIntensityAnalyzer to calculate the sentiment analysis.
https://github.com/asad70/wallstreetbets-sentiment-analysis

algotrading analysis data docker-container reddit sentiment-analysis trading vader-sentimentintensityanalyzer wallstreetbets wallstreetbets-sentiment-analysis

Last synced: 2 months ago
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This program finds the most mentioned ticker on r/wallstreetbets and uses Vader SentimentIntensityAnalyzer to calculate the sentiment analysis.

• Host: GitHub
• URL: https://github.com/asad70/wallstreetbets-sentiment-analysis
• Owner: asad70
• License: mit
• Created: 2021-01-03T17:37:12.000Z (almost 4 years ago)
• Default Branch: master
• Last Pushed: 2021-10-03T20:18:44.000Z (about 3 years ago)
• Last Synced: 2024-09-27T02:04:53.294Z (3 months ago)
• Topics: algotrading, analysis, data, docker-container, reddit, sentiment-analysis, trading, vader-sentimentintensityanalyzer, wallstreetbets, wallstreetbets-sentiment-analysis
• Language: Python
• Homepage:
• Size: 223 KB
• Stars: 148
• Watchers: 12
• Forks: 36
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE.md

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README

        

# Docker Container wallstreetbets-sentiment-analysis

A docker container using restful endpoints exposed on port 5000 "/analyze" to gather sentiment analysis on the wsb subreddit.

* [Check out the main branch for non docker/web version](https://github.com/asad70/wallstreetbets-sentiment-analysis/tree/main)

## Getting Started

These instructions will cover usage information and for the docker container 

### Prerequisities

In order to run this container you'll need docker installed.

* [Windows](https://docs.docker.com/windows/started)

* [OS X](https://docs.docker.com/mac/started/)

* [Linux](https://docs.docker.com/linux/started/)

### Usage

#### Container Startup

List the different parameters available to your container

```shell

docker run -p 5000:5000 -e CLIENT_ID= -e CLIENT_SECRET= -e USERNAME= -e PASSWORD= restfulleo/wallstreetbets-sentiment-analysis

```

#### Environment Variables

* `CLIENT_ID` - A client_id from valid reddit account with a developer application setup.

* `CLIENT_SECRET` - A client_secret from that developer application setup for the reddit account.

* `USERNAME` - The username for the reddit account used above.

* `PASSWORD` - The password used for the reddit account.

#### Useful File Locations

* `/app` - source directory

## Built With

* astroid==2.4.2

* certifi==2020.12.5

* chardet==4.0.0

* click==7.1.2

* colorama==0.4.4

* cycler==0.10.0

* Flask==1.1.2

* idna==2.10

* isort==5.7.0

* itsdangerous==1.1.0

* Jinja2==2.11.2

* joblib==1.0.0

* kiwisolver==1.3.1

* lazy-object-proxy==1.4.3

* MarkupSafe==1.1.1

* matplotlib==3.3.3

* mccabe==0.6.1

* nltk==3.5

* numpy==1.19.5

* pandas==1.2.1

* Pillow==8.1.0

* praw==7.1.0

* prawcore==1.5.0

* pylint==2.6.0

* pyparsing==2.4.7

* python-dateutil==2.8.1

* pytz==2020.5

* regex==2020.11.13

* requests==2.25.1

* rope==0.18.0

* six==1.15.0

* squarify==0.4.3

* toml==0.10.2

* tqdm==4.56.0

* update-checker==0.18.0

* urllib3==1.26.2

* websocket-client==0.57.0

* Werkzeug==1.0.1

* wrapt==1.12.1

## Find Us

* [GitHub](https://github.com/asad70/wallstreetbets-sentiment-analysis)

## Authors

* **asad70** - *Initial work* - [PurpleBooth](https://github.com/asad70)

* **RestfulLeo23** - *Docker work* - [PurpleBooth](https://github.com/RestfulLeo23)

## License

This project is licensed under the MIT License - see the [LICENSE.md](LICENSE.md) file for details.