Building Twitter bot using Python
Download as PPTX, PDFâą1 likeâą355 views
The document discusses the rising interest in bots and AI, particularly in the context of Twitter, highlighting various bot capabilities and the importance of data science. It provides an overview of Twitter's API access, setup, and development steps for creating Twitter bots using Python. Additionally, it mentions use cases for Twitter bots, including sentiment analysis and brand monitoring.
Building Twitter bot using Python
- 1. Building Twitterbot Charlotte Bots and AI Meetup June 2017
- 2. Bot and AI news âą Chat/Bots â Bot platforms are gaining traction â Burned by Bots - supports basic use cases with engagement/setup frustration â Apple and MS have released home pods â Competitors to Alexa â Follow ChatbotMagazine.com of latest updates âą Data Science â Many companies (lead by startups) are coming up with AI based solutions â Problem focus is Analytics, NLP, Voice and Vision â Automation is going to have big next gen social impact â 100âs of resources for learning data science
- 3. Twitterbot Use cases âą Listen to tweets and respond, retweet, follow up or direct messages âą Listen to industry focus sentiments to monetize (trading) âą Monitor tweets for brand value analysis â Send achievement notifications â Critical Alerts
- 4. Accessing Twitter Data âą Objects â Tweets, Users, Entities and Places âą REST API â Search API, Direct Messages, Collections âą Streaming API âą Rate limiting (15 minute window) âą API Console
- 5. Getting Started âą Twitter setup â Register handle â Setup new app â Generate oauth and access keys âą Development â SDK available for most platforms
- 6. Steps for Python âą Virtualenv setup âą Pip Install tweepy or python-twitter âą Read Tweet and parse using NLTK or Spacy or Google Cloud Natural Language API âą Build sentiment analysis (positive, neutral or negative) âą Take an action
- 7. Demo - 1 âą Print Timelines âą Get followers âą Follow users âą Post message âą Retweet
- 8. Demo - 2 âą Trump2cash âą TwitterFollowBot