Top keywords (global influence):
Top topics (local contexts):
Explore the main topics and terms outlined above or see them in the excerpts from this text below.
See the relevant data in context: click here to show the excerpts from this text that contain these topics below.
Tip: use the form below to save the most relevant keywords for this search query. Or start writing your content and see how it relates to the existing search queries and results.
Tip: here are the keyword queries that people search for but don't actually find in the search results.

people who search for #Google also search for #Apple_Inc

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people who search for #Google also search for #AOL

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people who search for #Google also search for #Tumblr

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people who search for #Google also search for #PayPal

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people who search for #Google also search for #MailRu

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people who search for #Google also search for #Microsoft_Corporation

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people who search for #Google also search for #Digg

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people who search for #Tumblr also search for #SoundCloud

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people who search for #Tumblr also search for #StumbleUpon

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people who search for #Tumblr also search for #Myspace

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people who search for #Tumblr also search for #Digg

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people who search for #Tumblr also search for #Google

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people who search for #Tumblr also search for #MailRu

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people who search for #Tumblr also search for #XING

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people who search for #Digg also search for #StumbleUpon

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people who search for #Digg also search for #Technorati

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people who search for #Digg also search for #Myspace

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people who search for #Digg also search for #MailRu

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people who search for #Digg also search for #Tumblr

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people who search for #Digg also search for #Newsvine

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people who search for #Digg also search for #Google

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people who search for #aol also search for #Comcast

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people who search for #aol also search for #Yahoo!

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people who search for #aol also search for #Verizon_Communications

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people who search for #aol also search for #Apple_Inc

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people who search for #aol also search for #Myspace

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people who search for #aol also search for #Univision

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people who search for #aol also search for #ATT

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people who search for #Apple_Inc also search for #Verizon_Wireless

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people who search for #Apple_Inc also search for #O2

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people who search for #Apple_Inc also search for #Sprint_Corporation

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people who search for #Apple_Inc also search for #Amazoncom

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people who search for #Apple_Inc also search for #Sony_Corporation

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people who search for #Microsoft_Corporation also search for #Nokia

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people who search for #Microsoft_Corporation also search for #Logitech

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people who search for #Microsoft_Corporation also search for #Cisco_Systems_Inc

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people who search for #Microsoft_Corporation also search for #Nvidia

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people who search for #Microsoft_Corporation also search for #Bungie

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people who search for #Microsoft_Corporation also search for #Apple_Inc

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people who search for #Microsoft_Corporation also search for #IBM

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people who search for #PayPal also search for #United_States_Postal_Service

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people who search for #PayPal also search for #Amazoncom

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people who search for #PayPal also search for #Payoneer

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people who search for #PayPal also search for #Yahoo!

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people who search for #PayPal also search for #American_Express

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people who search for #PayPal also search for #United_Parcel_Service

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people who search for #PayPal also search for #DHL_Express

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people who search for #MailRu also search for #XING

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people who search for #MailRu also search for #Yandex

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people who search for #MailRu also search for #AddToAny

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people who search for #MailRu also search for #Hatena

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people who search for #MailRu also search for #Newsvine

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people who search for #MailRu also search for #StumbleUpon

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people who search for #MailRu also search for #Digg

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people who search for #Amazoncom also search for #Flipkart

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people who search for #Amazoncom also search for #Barnes_&_Noble

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people who search for #Amazoncom also search for #Netflix

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people who search for #Amazoncom also search for #Apple_Inc

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people who search for #Amazoncom also search for #Nike_Inc

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people who search for #Amazoncom also search for #The_Book_Depository

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people who search for #Amazoncom also search for #Adidas

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people who search for #Yahoo also search for #PayPal

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people who search for #Yahoo also search for #FC2

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people who search for #Yahoo also search for #Rakuten

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people who search for #Yahoo also search for #Myspace

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people who search for #Yahoo also search for #Apple_Inc

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people who search for #Yahoo also search for #AOL

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people who search for #Yahoo also search for #Baidu

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people who search for #Myspace also search for #Hi5_Networks_Inc

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people who search for #Myspace also search for #StumbleUpon

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people who search for #Myspace also search for #Digg

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people who search for #Myspace also search for #Tumblr

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people who search for #Myspace also search for #SoundCloud

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people who search for #Myspace also search for #ReverbNation

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people who search for #Myspace also search for #AOL

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people who search for #StumbleUpon also search for #Digg

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people who search for #StumbleUpon also search for #Myspace

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people who search for #StumbleUpon also search for #Tumblr

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people who search for #StumbleUpon also search for #XING

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people who search for #StumbleUpon also search for #MailRu

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people who search for #StumbleUpon also search for #Newsvine

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people who search for #StumbleUpon also search for #Hatena

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people who search for #Xing also search for #MailRu

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people who search for #Xing also search for #Hatena

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people who search for #Xing also search for #AddToAny

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people who search for #Xing also search for #Newsvine

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people who search for #Xing also search for #StumbleUpon

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people who search for #Xing also search for #Baidu

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people who search for #Xing also search for #Digg

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people who search for #Newsvine also search for #AddToAny

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people who search for #Newsvine also search for #XING

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people who search for #Newsvine also search for #MailRu

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people who search for #Newsvine also search for #StumbleUpon

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people who search for #Newsvine also search for #Digg

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people who search for #Newsvine also search for #Hatena

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people who search for #Newsvine also search for #Technorati

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people who search for #Hatena also search for #XING

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people who search for #Hatena also search for #MailRu

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people who search for #Hatena also search for #StumbleUpon

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people who search for #Hatena also search for #Baidu

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people who search for #Hatena also search for #Newsvine

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people who search for #Hatena also search for #Digg

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people who search for #Hatena also search for #Sina_Corp

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people who search for #Payoneer also search for #PayPal

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people who search for #Payoneer also search for #Skrill

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people who search for #Payoneer also search for #Neteller

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people who search for #Payoneer also search for #oDesk

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people who search for #Payoneer also search for #MasterCard

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people who search for #Payoneer also search for #Elance

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people who search for #Payoneer also search for #ClickBank

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people who search for #Apple_Inc also search for #ATT

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people who search for #ATT also search for #Sprint_Corporation

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people who search for #ATT also search for #Verizon_Communications

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people who search for #ATT also search for #Apple_Inc

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people who search for #ATT also search for #Comcast

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people who search for #ATT also search for #DIRECTV

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people who search for #ATT also search for #Time_Warner_Cable

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people who search for #ATT also search for #Dish_Network

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people who search for #Flipkart also search for #Snapdeal

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people who search for #Flipkart also search for #HomeShop18

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people who search for #Flipkart also search for #Amazoncom

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people who search for #Flipkart also search for #eBay

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people who search for #Flipkart also search for #Micromax_Mobile

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people who search for #Flipkart also search for #Samsung_Telecommunications

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people who search for #Flipkart also search for #Rediffcom

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people who search for #Netflix also search for #Hulu

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people who search for #Netflix also search for #Amazoncom

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people who search for #Netflix also search for #Redbox

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people who search for #Netflix also search for #HBO

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people who search for #Netflix also search for #Comcast

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people who search for #Netflix also search for #Vudu

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people who search for #Netflix also search for #American_Broadcasting_Company

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people who search for #Comcast also search for #Verizon_Wireless

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people who search for #Comcast also search for #DIRECTV

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people who search for #Comcast also search for #AT&T

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people who search for #Comcast also search for #Dish_Network

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people who search for #Comcast also search for #Verizon_FiOS

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people who search for #Comcast also search for #CenturyLink

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people who search for #Comcast also search for #Netflix

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#Comcast - Comcast Corporation is an American mass media company and is the largest broadcasting and cable company in the world by revenue.

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#Hatena is an internet services company in Japan. It operates various services including the most popular social bookmarking service in Japan, Hatena Bookmark. Hatena is the collective name of the company's services.

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#XING is a social software platform for enabling a small-world network for professionals. The company claims that it is used by people from over 200 countries.

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#Newsvine is a community-powered, collaborative journalism news website which draws content from its users and syndicated content from mainstream sources such as The Associated Press

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in graph:
     

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    mindviral immunity:
             
    Main Topical Groups:

    N/A
    +     ?

    The topics are the nodes (words) that tend to co-occur together in the same context (next to each other).

    We use a combination of clustering and graph community detection algorithm (Blondel et al based on Louvain) to identify the groups of nodes are more densely connected together than with the rest of the network. They are aligned closer to each other on the graph and are given a distinct color.
    Most Influential Elements:
    N/A
    +     Reveal Non-obvious   ?

    We use the Jenks elbow cutoff algorithm to select the top prominent nodes that have significantly higher influence than the rest.

    Click the Reveal Non-obvious button to remove the most influential words (or the ones you select) from the graph, to see what terms are hiding behind them.

    The most influential nodes are either the ones with the highest betweenness centrality — appearing most often on the shortest path between any two randomly chosen nodes (i.e. linking the different distinct communities) — or the ones with the highest degree.

    Network Structure:
    N/A
     ?

    Modularity
    0
    Influence Distribution
    0
    %
    Topics Nodes in Top Topic Components Nodes in Top Comp
    0
    0
    %
    0
    0
    %
    Nodes Av Degree Density  
    0
    0
    0
     


    Undo Select   Export: PNG SVG Gexf
    Action Advice:
    N/A
    Structural Gap
    (ask a research question that would link these two topics):
    N/A
    Reveal the Gap   ?
     
    A structural gap shows the two distinct communities (clusters of words) in this graph that are important, but not yet connected. That's where the new potential and innovative ideas may reside.

    This measure is based on a combination of the graph's connectivity and community structure, selecting the groups of nodes that would either make the graph more connected if it's too dispersed or that would help maintain diversity if it's too connected.

    Latent Topical Brokers
    :
    N/A
    ?

    These are the latent brokers between the topics: the nodes that have an unusually high rate of influence (betweenness centrality) to their freqency — meaning they may appear not as often as the most influential nodes but they are important narrative shifting points.

    These are usually brokers between different clusters / communities of nodes, playing not easily noticed and yet important role in this network, like the "grey cardinals" of sorts.

    Emerging Topics
    N/A

    Top Relations
    :

    ⤓ Download   ⤓ Directed Bigrams   ?

    The most prominent relations between the nodes that exist in this graph are shown above. We treat the graph as undirected by default as it allows us to better detect general patterns.

    As an option, you can also downloaded directed bigrams above, in case the direction of the relations is important (for any application other than language).

     
    Main Topics
    (according to Latent Dirichlet Allocation):
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    Most Influential Words
    (main topics and words according to LDA):
    loading...

    LDA works only for English-language texts at the moment. More support is coming soon, subscribe @noduslabs to be informed.

     
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    Please, enter your query to visualize and overlay the graphs of what people search for (related queries) and what they actually find (SERP):

     
    Please, enter your query to visualize the search results as a graph, so you can learn more about this topic:

     
     
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