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When compared to other major survey companies and their ongoing surveys published in the media, it is clear that several populations are misrepresented while others are over-represented, even after standardization. For example, the left-winged party Merez, who's voters can be identified as having high-income, mostly of urban cities located in the center and technology savvy, receive 9 seats in the app, while receiving 4-5 in most surveys. Nevertheless, while the absolute numbers of seats differ from other surveys, we were able to see some correlation in trends over time. For example, the extended increase in Yesh-Atid votes and the decrease in votes of Ha'Bayit Ha'Yehudi was noticeable, although less significant was also visible in the app's results.   Another possible reason for our biased results was the fact that the 2013 votes feature was developed relatively late, and we received only partial information from approximately 2400 voters who consist of about a third of our entire sample population. \textbf{Yoav, take it from here}  In conclusion, while it's accuracy may be in question, Hamidgam App offered voters a chance to be heard, and an ongoing real-time view of the mandates distribution in the upcoming election. If utilized correctly, and marketed more efficiently, primarily, reaching different populations that were not targeted in our current marketing scheme (due to the lack of resources or their unwillingness to cooperate) we believe that this app can prove as a useful prediction mechanism, and should provide further information on trends during an election campaign, \textbf{Idan take it from here}   diff --git a/layout.md b/layout.md  index 6f94c88..0910047 100644  --- a/layout.md  +++ b/layout.md 
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Seats distribution forecasting.md  Results.md  Discussion.md  Discussion.tex