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Posts Tagged ‘socialnuggets’

SocialNuggets delivers real time market intelligence for fast moving industries by analyzing data from various social media sources. Our mission is to liberate social media data and sentiment analysis for use in real time research of brands, products and features.

This blog post discusses the following:

  • Changing landscape of marketing research
  • Current approach
  • Technology requirements
  • How does SocialNuggets work?
  • Summary

Changing landscape of market research

In the fast moving markets like smartphones, tablets, apparel and entertainment, traditional market research techniques like surveys and focus groups are just too slow and can’t be relied upon exclusively to make effective business decisions.  Today, most consumers express their opinions voluntarily on various forums, blogs, review sites and social networking sites. This data, if mined correctly, is a goldmine of consumer sentiments and opinions and can serve as a source of real time market intelligence and that  has been a missing piece in the market research area despite many advances in technology.

Current Approach

There are many enterprise software packages available that can be customized with lots of efforts and resources to get the right answers for a particular industry/company. Needless to say, this is expensive, time consuming, generally offered as an enterprise software behind firewall and not affordable even for many large companies.

Technology Requirements

In order to analyze this vast amount of Internet data we call social data, one needs the following tools and technologies

  • Focused Harvesting
  • Text Analytics
  • Natural Language Processing
  • Sentiment Analysis

As an example, we analyze over 1M conversations quarterly on the web related to smartphones, get rid of spam using our technology and then extract sentiments by

  • Features (like long battery life is positive while long charging time is negative)
  • Phone models (like HTC EVO, Apple iPhone 4)
  • Brands (like HTC, RIM, Samsung, Sony Ericsson)
  • Category (Android, Blackberry, iPhone, Windows Phone)

Our technology, developed over 20 man-years of effort, has been used by many companies for marketing research, customer service, lead generation and brand management.

How does SocialNuggets work?

In order to make our technology accessible to companies of all sizes with least amount of upfront investment, we have started SocialNuggets.net that provides detailed research from social media in various forms as following:

Individual nuggets that anyone can consume by embedding inside of their websites or forwarding to their friends and colleagues – this is free so long as you maintain attribution to SocialNuggets and/or Our partners

Monthly and Quarterly SocialNuggets Index for various markets which can also be used to make purchasing decisions

Data behind individual nuggets that can be purchased for internal analysis

Full data warehouse for internal analysis by companies’ internal business analytics package

Reports and Customized research reports created by our staff/our partners

Summary

We have started this site with research on smartphones and are adding new nuggets daily for anyone in this industry to consume, enjoy, share and engage in making fast but smarter business decisions.

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As the whole world was trying to predict the winners of 2011′s Academy Awards/Oscars winners, we thought of listening to the pulse of people by measuring their sentiments and volume on various social media sites including Facebook and Twitter. We at SocialNuggets published our forecasts on the Slideshare site and now it is time to look at how, we the public, did by way of our social media conversations Vs Academy.

So this blog has three sections

  • SocialNuggets Forecast Vs Academy’s Decision
  • Commentary on the results
  • How was our research done

SocialNuggets Forecast Vs Academy’s Decision

Category SocialNugget Forecast Academy’s Decision Comment
Best Supporting Actress Hailee Steinfeld Melissa Leo Melissa was a distant third
Best Animated Film Toy Story Toy Story Agreed
Best Foreign Film Biutiful In a better world Was a distant fourth
Best Documentary Exit through the gift shop Inside job Gaasland was the second one in social media
Best Supporting Actor Christian Bale Christian Bale Agreed
Best Directing David Fincher Tom Hooper David and Darren were ahead of Tom in social media
Best Actress Natalie Portman Natalie Portman Agreed
Best Actor James Franco Colin Firth This was the closest contest on social media
Best Film The King’s Speech The King’s Speech Agreed

Commentary on the results

It is clear that Academy doesn’t always pick the most popular public opinion as expressed in social media. Our record of prediction was about 50%. So, can you really use the social media conversations to predict the winners? The popular opinion does coincide with the commercial success of the movie. Perhaps, someday Academy’s opinions will align with the general public but until that time we will continue to learn from this experience and modify our algorithms and will be back next year with more.

How was our research done

Using SocialNuggets’ technology of focused harvesting and text analytics and sentiment engine, we started mining social media conversations for the last few days not just for mentions but also for sentiments. We settled on only 9 award categories as there were not enough meaningful conversations to predict in other categories until 2 days ago. Using our engine, we came up with net perception score of each of the mentions and then multiplied the  % of mentions with Serendio Net perception score to get a final score which was published in our slide share discussions.

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