Dein erstes Forum » Spirulina: This is also one of

By Chen Yanbei and Guo Shuang


LOS ANGELES， Nov. 2 (Xinhua) -- Data science tools are playing an increasingly important role in U.S. politics， not only in predicting the results of elections， but in actively helping the campaigns win.


An Artificial Intelligence (AI) system from an Indian startup company claimed that Republican presidential nominee Donald Trump is more popular in 2016 than Barack Obama in 2008， and predicted that Trump will go on to win the U.S. presidential election of 2016.


The prediction was made by MogIA， a software developed by the Indian startup company Genic.ai. The software gathered 20 million data points from public platforms including Google， Facebook， Twitter and YouTube， and made its prediction based on factors like the engagement of users with tweets or live videos of Trump.


"If Trump loses， it will defy the data trend for the first time in the last 12 years since Internet engagement began in full earnest，" Sanjiv Rai， founder of the company wrote in a report.


He referred to the fact that the software was able to correctly predict the outcomes of the previous three presidential races， as well as the Democratic and Republican primaries.


"This appears to be a novel type of predictive model， based on analysis of sentiment from social media sites，" said R. Michael Alvarez， professor of Political Science at the California Institute of Technology， in an interview with Xinhua.


However， Alvarez， an expert on elections， cautioned that there needs further study on such methods， warning that social media users are not representative samples of the American electorate， and that the opinions expressed online may or may not reflect their true preferences for the candidates.


"Extracting sentiment from social media data can be tricky， at best ... I don't think that we should just stop traditional opinion polling just yet，" said Alvarez.


Another scholar of political science who refused to give his name commented that applying data science tools without actually understanding how politics works may lead to misguided results.


In the past decade， with the rise of social media， data science has been applied to politics， not only in predicting election results， but also in actively helping political campaigns win elections.


"The Obama campaigns in 2008 and 2012 used big data and machine learning tools in new and effective ways，" Alvarez said. He went on to explain that， based on the massive data the campaigns collect on the preferences and behaviors of voters in the battleground states， they are able to identify specific voters， and target them with persuasive messages and motivate them to go vote. This allows the campaigns to most effectively allocate their resources.


Data science has become so important to politics that it is being incorporated into undergraduate political science curricula at universities. In 2015， Stanford University started offering a data science track for its political science majors.


Data science tools are not only an important part of presidential politics in the United States， they have also been used by federal and state legislative campaigns. In many states， like California， statewide campaigns use machine learning and sophisticated big data techniques to identify supporters， and to help connect with those supporters in cost-effective ways.


For smaller-scale campaigns which do not hire their own data scientists， a number of private firms are now providing modeling services. In many cases， organizations like the Democratic Congressional Campaign Committee try to provide access to modeling services to Democratic congressional campaigns.

Are you craving for a healthier body? If so http://www.wholesaleairmaxcheapest.com/ , then liver cleansing is very much essential. If you are experiencing constant headaches, hypertension cheap air max pink , constipation, hot flashes cheap air max white , allergies and insomnia then it signifies that your liver requires cleansing. And now natural remedies for liver cleansing are an accepted choice for cleansing your liver effectively.

In fact, liver cheap air max black , the important organ of our body detoxifies the body. If it does its work perfectly, then the whole body functions in a better way. Otherwise cheap air max mens , toxins and other impurities accumulate is the body. Consequently, life-threatening metabolic problems may build up.

Natural supplements for liver cleansing: Actually cheap air max womens , lots of natural liver supplements can help to purify the liver. Here are a few of them:

Dandelion: It is a kind of weed and being applied for long ago to cleanse liver. This natural supplement contains chlorine which encourages the preparation of bile in the liver and helps to pass toxins from the liver to the intestines for the clearance of the waste. It is considered as helpful natural remedies for liver cleansing. Dandelion can also be found in several forms like powder, liquid and tablet form.

Cayenne Pepper: It enhances the blood circulation in the whole body cheap nike air max shoes , removes the toxins out from the body, especially in the liver. It also keeps the bile in a normal state and helps to remove the toxins easily. This natural remedy has been utilized for eighty decades offering effective result. However cheap nike air max , it is better take advice from a health expert before applying it for liver cleansing.

Spirulina: This is also one of the helpful natural remedies for liver cleansing which contains ten healthy vitamins, eight useful minerals and eighteen amino acids. It helps to detoxify the body and also make the body fit and energetic. It also keeps the balance of the nutrients in the body and helps to enhance the immune system effectively. It flushes out the heavy metals and mercury from the liver which has been taken from the body.

Livoxil Capsule: It is an herbal preparation which is specially designed to improve the liver functioning and to avoid liver disorders and d. Cheap Nike Air Max Cheap Air Force 1 Red Cheap Air Force 1 Shoes Cheap Air Force 1 Sale Cheap Nike Air Force 1 Cheap Nike Air Force 1 High Cheap Nike Air Force 1 White Cheap Air Vapormax Mens Cheap Nike Air Vapormax Black Cheap Air Vapormax Sale

I have been exploring for a little for any high quality articles or blog posts in this kind of area . Exploring in Yahoo I ultimately stumbled upon this web site. Reading this information So i am glad to show that I have an incredibly good uncanny feeling I came upon exactly what I needed. I such a lot indubitably will make certain to don't forget this web site and give it a look a relentless basis.