​Hash Finance ​delivers stock and crypto trading ideas by SMS, but only when they're truly actionable. Social media algorithms work 24/7 to find predictable price/volume patterns, then human beings fine-tune the results.

Step 1: Every day we ingest millions of tweets on thousands of stocks, filtering out bots and other specious content to identify the most relevant and impactful stock commentary.

Step 2: Using proprietary data science – like SMACD™, the social media moving average convergence/divergence – we compare the real-time social media conversation vs. historical patterns.

Step 3: Stocks experiencing an unusual spike (or drop-off) in volume or intensity of tweets are flagged. We send the top 10 stocks to the home page every 15 minutes.

Step 4: After the machines generate a list of media-impacted stocks, former Wall Street analysts and finance academics apply their know-how to the algorithmic output to surface the most actionable idea, which is then delivered to our texti...
​Hash Finance ​delivers stock and crypto trading ideas by SMS, but only when they're truly actionable. Social media algorithms work 24/7 to find predictable price/volume patterns, then human beings fine-tune the results.

Step 1: Every day we ingest millions of tweets on thousands of stocks, filtering out bots and other specious content to identify the most relevant and impactful stock commentary.

Step 2: Using proprietary data science – like SMACD™, the social media moving average convergence/divergence – we compare the real-time social media conversation vs. historical patterns.

Step 3: Stocks experiencing an unusual spike (or drop-off) in volume or intensity of tweets are flagged. We send the top 10 stocks to the home page every 15 minutes.

Step 4: After the machines generate a list of media-impacted stocks, former Wall Street analysts and finance academics apply their know-how to the algorithmic output to surface the most actionable idea, which is then delivered to our texting service subscribers.
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Richard Ingrassia
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Richard Ingrassia CEO Seasoned finance professional; experienced and talented writer; energetic, sociable and responsible leader.