WATER QUALITY FORECASTING: 

SOCIAL 

MEDIA

LEARNING

MACHINES 

Location_Projection_Flow

CompStat, composite statistics (of watersheds)

Running Google Flu, distributed search quires (of water attributes)

Making a Snow's Cholera Map (for geographic relation)

Flint Michigan, Data Mining for Forecasting

waterforecast © relies on you to notice changes in water and post about it.    

sentiment by watershed © is copyrighted by watercoin0@gmail.com 

The learning machines networks scan what people are saying on many social media 

platforms, measuring symptoms of water issues and mapping spikes by water geography drainage vector.

waterforecast © is the copyrighted name of a processing network that projects social 

media sentiment magnitude by watershed drainage vector to forecast water quality issues.   

Austin Texas Zebra Mussels February 2019

Request services at watercoin0@gmail.com

Water quality alerts (list serve) from area sentiment magnitude: $10 a month automated (false positives), $60 a month human-reviewed (time delay).  Specify area, time, threshold and service in request.  

The Live Water Sentiment of Twitter:

By 48,000 Keywords

With Watershed Numerical Values

(Contiguous U.S.)


Twitter_Live_Water_Sentiment

The Live Water Sentiment of Youtube:

By 48,000 Keywords

With Watershed Numerical Values

(Contiguous U.S.)

Youtube_Live_Water_Sentiment

Sentiment By Watershed ©: Projection

What people are saying about water, by direction of water flow, equals what's up stream, headed your way.

Twitter_Reference_To_Projection_Processing_Live_Sample
TikTIk_Reference_To_Projection_Live_Processing_
Youtube_Reference_To_Projection_Processing_Live_Sample
Reddit_Reference_To_Projection_Processing_Live_Sample
Vimeo_Reference_To_Projection_Live_Processing_Sample
MyTapWater.org_Reference_To_Projection_Processing_Live_Sample

5 Social Media Platforms, 

Referenced by 48,000  Keywords, 

Projecting 5 Populated Areas Downstream

(Contiguous U.S.)

Traffic_To_Projection_To_Live_Alert_Sample

waterforecast.net reserves the right to refuse service to any person or organization without explanation.

- email for business inquiries only. 




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