tweets-docker-pipeline
stocksight
| tweets-docker-pipeline | stocksight | |
|---|---|---|
| 2 | 2 | |
| 2 | 2,004 | |
| - | - | |
| 0.0 | 0.0 | |
| over 2 years ago | 5 months ago | |
| Python | Python | |
| MIT License | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
tweets-docker-pipeline
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Building a dockerized ETL pipeline for streaming positive tweets
First, I created an app on Twitter and got my credentials (API key and Access Token). Then, I wrote the Python code for streaming live tweets, using tweepy with my Twitter credentials. I chose to stream the hashtag #OnThisDay (thought it would be interesting to get a daily notification of what happened years ago) and collected the tweet text and user handle.
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Automate your data processing pipeline in 9 steps ⚙️
I was really excited, though also a bit overwhelmed by all the things I had to set up for this project. In total, I spent five days learning the tools, debugging, and building this pipeline with Python (including libraries like Tweepy, TextBlob, VADER, and SQLAlchemy), Postgres, MongoDB, Docker, and Airflow (most frustrating part...). If you're interested to see how I did this, you can check out the project on GitHub and read this blog post.
stocksight
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Künstliche Intelligenz zum traden
Hier nochmal das Stock Sight Repository: https://github.com/shirosaidev/stocksight
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I wrote a trading algo that buys BTC every time Peter Schiff Tweets
Here is a starting place for anyone that wants to build such a thing https://github.com/shirosaidev/stocksight
What are some alternatives?
twurl - OAuth-enabled curl for the Twitter API
freqtrade - Free, open source crypto trading bot
vaderSentiment - VADER Sentiment Analysis. VADER (Valence Aware Dictionary and sEntiment Reasoner) is a lexicon and rule-based sentiment analysis tool that is specifically attuned to sentiments expressed in social media, and works well on texts from other domains.
etf4u - 📊 Python tool to scrape real-time information about ETFs from the web and mixing them together by proportionally distributing their assets allocation
redditcoins-backend - Pull reddit data from APIs and store it in local db
WordDumb - A calibre plugin that generates Kindle Word Wise and X-Ray files for KFX, AZW3, MOBI and EPUB eBook.
Airflow - Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
trendet - :chart_with_upwards_trend: Python package for trend detection on stock time series data :chart_with_downwards_trend:
Docker Compose - Define and run multi-container applications with Docker
nepse-api - NEPSE API wrapper fetches the data from Nepali Stock Site and provides them in a pythonic and usable way.
PostgreSQL - Mirror of the official PostgreSQL GIT repository. Note that this is just a *mirror* - we don't work with pull requests on github. To contribute, please see https://wiki.postgresql.org/wiki/Submitting_a_Patch
twitter-stock-sentiment - Use twitter to get live and trending stock sentiment!