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MyStox
"An Alexa skill for quick stock
and trading information"
For casual investors,
Who are dissatisfied with current stock performance apps,
Our Alexa Skill is stock performance skill,
That provides passive, personal updates regarding portfolio performance,
Unlike ‘Stock Exchange Alexa Skill’,
We provide information regarding individual stock performance, portfolio
performance, and sentiment.
Data Collection
Data Collection
“I like the idea behind the
sentiment analysis, but it
seems to derive sentiment
from headlines sometimes
without financial impact”
– Bhairav Mehta
“I don’t really invest, but I
want to.This would be a good
way to start exploring that
and learning more about
stocks.”
– Nirmal Patel
“I can’t see myself checking
sentiment super often, since I
mostly own funds, but I like
that if I don’t use it, it doesn’t
really bother me”
– Max Gleit
Going Forward
Shortcoming
Solution
Sentiment inaccuracies Preprocess training/prediction data.
(i.e. bag of words, headline
weighting)
Website bugs Increased testing and software
fixes
Long Alexa Response Single Stock Query
Full Portfolio Performance Metric New Alexa Query
Going Forward
Preprocess the data...
Morgan Stanley:Amazon could be a $1 trillion company within a year
Morgan Stanley Amazon 1 trillion year

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Mvp1 retrospective

  • 1. MyStox "An Alexa skill for quick stock and trading information"
  • 2. For casual investors, Who are dissatisfied with current stock performance apps, Our Alexa Skill is stock performance skill, That provides passive, personal updates regarding portfolio performance, Unlike ‘Stock Exchange Alexa Skill’, We provide information regarding individual stock performance, portfolio performance, and sentiment.
  • 4. Data Collection “I like the idea behind the sentiment analysis, but it seems to derive sentiment from headlines sometimes without financial impact” – Bhairav Mehta “I don’t really invest, but I want to.This would be a good way to start exploring that and learning more about stocks.” – Nirmal Patel “I can’t see myself checking sentiment super often, since I mostly own funds, but I like that if I don’t use it, it doesn’t really bother me” – Max Gleit
  • 5. Going Forward Shortcoming Solution Sentiment inaccuracies Preprocess training/prediction data. (i.e. bag of words, headline weighting) Website bugs Increased testing and software fixes Long Alexa Response Single Stock Query Full Portfolio Performance Metric New Alexa Query
  • 6. Going Forward Preprocess the data... Morgan Stanley:Amazon could be a $1 trillion company within a year Morgan Stanley Amazon 1 trillion year