graph view:
×  ⁝⁝ 
Graph Language Processing Settings:

 
Specify the settings for your text-to-network conversion algorithm for this graph.
Lemmatizer: ?
Every word will be converted to its lemma (e.g. bricks > brick, taken > take) and will be shown on the graph as a node. Set to your language for more precise results. Switch off to turn off lemmatization and add your custom stop words list below.
 
Show on Graph:   Double Brackets [[]]:  Categories and Tags:   
Stop Words: ?
List the words, comma-separated (no spaces), that should not appear in the graph, in addition to your default global stopwords list.
Example: is,the,as,to,in

 
Synonym Nodes: ? unmerge all
If you'd like some words to appear as one node on the graph, in addition to your default global synonyms list, list the synonyms, one per line.
Example:
machine:machine learning
learning:machine learning

 

×  ⁝⁝ 
Dynamic Graph Settings


See the dynamic evolution of this graph: scroll or "play" the text entries to see how the text propagated through the network graph over time.

the final graph

highlight propagation edge
show visible statements only



 
Play the Graph


current speed of the player:
0 2000

one statement at a time


×  ⁝⁝ 
Export the Data


Network Graph Images:

The graph images for publishing on the web or in a journal. For embeds and URLs use the share menu.
PNG (Image)  SVG (Hi-Res)

Visible Statements (Tagged):

Export the currently filtered (visible) statements with all the meta-data tags (topics, sentiment).
CSV (Spreadsheet)   MD (e.g.Obsidian)  

Network Graph Data:

The raw data with all the statistics for further analysis in another software.
JSON  CSV  Gexf (Gephi)

All the Text:

Plain text used to create this graph without any meta-data.
Download Plain Text (All Statements)
× ⁝⁝ 
Share Graph Image

 
Share a non-interactive image of the graph only, no text:
Download Image Tweet
 
Share Interactive Text Graph

 

 
×  ⁝⁝ 
Save This Graph View:

 

×  ⁝⁝ 
Delete This Graph:

 

×  ⁝⁝ 
Project Notes:
InfraNodus
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.

Commerce Implements Sweeping Restrictions on Exports to Russia ... Feb 24, 2022 Today, the U.S. Commerce Department, through its Bureau of Industry and Security (BIS), responded to Russia's further invasion of Ukraine by  https://www.commerce.gov/news/press-releases/2022/02/commerce-implements-sweeping-restrictions-exports-russia-response

   edit   deselect   + to AI

 

3.4.22-Russia-Ukraine-Executive-Order.pdf territorial integrity of Ukraine; and. WHEREAS Executive Order 14065 expands upon a number of previous. Executive Orders related to Russia's  https://www.gov.ca.gov/wp-content/uploads/2022/03/3.4.22-Russia-Ukraine-Executive-Order.pdf

   edit   deselect   + to AI

 

EU response to Russia's invasion of Ukraine - Consilium What does the EU say about Russia's invasion of Ukraine? How is the EU supporting Ukraine and the Ukrainian people? Read our page to find out. https://www.consilium.europa.eu/en/policies/eu-response-ukraine-invasion/

   edit   deselect   + to AI

 

Shields Up | CISA Russia's invasion of Ukraine could impact organizations both within and beyond the region, to include malicious cyber activity against the U.S. homeland,  https://www.cisa.gov/shields-up

   edit   deselect   + to AI

 

Map of Ukraine's regions annexed by Russia - The Washington Post 3 days ago Three maps that explain Russia's annexations and losses in Ukraine Russian President Vladimir Putin announced on Friday Moscow's annexation of  https://www.washingtonpost.com/world/2022/09/30/map-ukraine-regions-annexation-russia/

   edit   deselect   + to AI

 

Russia-Belarus U.S. DEPARTMENT OF COMMERCE. BUREAU OF INDUSTRY AND SECURITY. RESOURCES ON EXPORT CONTROLS IMPLEMENTED IN RESPONSE TO RUSSIA'S INVASION OF UKRAINE. https://www.bis.doc.gov/index.php/policy-guidance/country-guidance/russia-belarus

   edit   deselect   + to AI

 

Russia's Annexation Claim Is News to Residents of Lyman, Ukraine ... 10 hours ago Andrew E. Kramer, The Times's bureau chief in Ukraine, reported from Lyman, a city in a region that was illegally annexed by Russia and  https://www.nytimes.com/2022/10/03/world/europe/russia-lyman-ukraine.html

   edit   deselect   + to AI

 

EU restrictive measures against Russia over Ukraine (since 2014 ... The EU has progressively imposed sanctions on Russia since 2014, following the illegal EU leaders condemn Russia's illegal annexation in Ukraine. https://www.consilium.europa.eu/en/policies/sanctions/restrictive-measures-against-russia-over-ukraine/

   edit   deselect   + to AI

 

Russia, Ukraine & International Law: On Occupation, Armed Conflict ... Feb 23, 2022 Russia's parliament adopted a resolution on February 16, 2022 requesting President Vladimir Putin to recognize as independent states two  https://www.hrw.org/news/2022/02/23/russia-ukraine-international-law-occupation-armed-conflict-and-human-rights

   edit   deselect   + to AI

 

Topic: NATO's response to Russia's invasion of Ukraine - NATO Sep 23, 2022 Since 2014, in the wake of the Russia-Ukraine conflict, cooperation has been intensified in critical areas. Since Russia's full-scale invasion  https://www.nato.int/cps/en/natohq/topics_192648.htm

   edit   deselect   + to AI

 

Topic: NATO's response to Russia's invasion of Ukraine - NATO Sep 23, 2022 Since 2014, in the wake of the Russia-Ukraine conflict, cooperation has been intensified in critical areas. Since Russia's full-scale invasion  https://www.nato.int/cps/en/natohq/topics_192648.htm

   edit   deselect   + to AI

 

Remarks by President Biden Providing an Update on Russia and ... Feb 15, 2022 And we are ready to respond decisively to a Russian attack on Ukraine, which is still very much a possibility. Through all of the events of the  https://www.whitehouse.gov/briefing-room/speeches-remarks/2022/02/15/remarks-by-president-biden-providing-an-update-on-russia-and-ukraine/

   edit   deselect   + to AI

 

Microsoft suspends new sales in Russia - Microsoft On the Issues As a result, we provided a list of exposed and vulnerable systems to the Ukrainian government that had unpatched high-impact common  https://blogs.microsoft.com/on-the-issues/2022/03/04/microsoft-suspends-russia-sales-ukraine-conflict/

   edit   deselect   + to AI

 

Latest developments | Allegations of Genocide under the ... Latest developments | Allegations of Genocide under the Convention on the Prevention and Punishment of the Crime of Genocide (Ukraine v. Russian Federation) https://www.icj-cij.org/en/case/182

   edit   deselect   + to AI

 

IMF and Ukraine Russia's war in Ukraine will be felt throughout the global economy, particularly in the poorest countries, the head of the International Monetary Fund said this  https://www.imf.org/en/Topics/IMF-and-Ukraine

   edit   deselect   + to AI

 

Russia moves towards annexation of occupied Ukrainian territories ... 6 days ago Separatist leaders in occupied areas of Ukraine moved to join the Russian Federation — after claiming that the people there had chosen to  https://www.npr.org/2022/09/28/1125543244/ukraine-sham-referendums-russia-annexation

   edit   deselect   + to AI

 

The Critical Moment Behind Ukraine's Rapid Advance - The New ... Sep 13, 2022 President Volodymyr Zelensky wanted to make a dramatic move in the war against Russia. U.S. and Ukrainian officials came up with a plan. https://www.nytimes.com/2022/09/13/us/politics/ukraine-russia-pentagon.html

   edit   deselect   + to AI

 

Ukraine Travel Advisory There are continued reports of U.S. citizens being singled out and detained by the Russian military in Ukraine and when evacuating by land through Russia-  https://travel.state.gov/content/travel/en/traveladvisories/traveladvisories/ukraine-travel-advisory.html

   edit   deselect   + to AI

 

Russia-Ukraine War: Insights and Analysis | Harvard Kennedy School From geopolitics to sanctions to the role of misinformation and cyberattacks, HKS scholars analyze the Russian invasion of Ukraine and what it means for the  https://www.hks.harvard.edu/russia-ukraine-war-insights-analysis

   edit   deselect   + to AI

 

Conflict in Ukraine | Global Conflict Tracker Sep 12, 2022 Russia denied military involvement, but both Ukraine and the North Atlantic Treaty Organization (NATO) reported the buildup of Russian troops  https://www.cfr.org/global-conflict-tracker/conflict/conflict-ukraine

   edit   deselect   + to AI

 

How Russia's territory control in Ukraine has shifted - CNN 3 days ago Despite Ukraine's recent success, Russia controls about 116,000 square kilometers of what is internationally recognized as Ukrainian territory,  https://www.cnn.com/interactive/2022/09/europe/russia-territory-control-ukraine-shift-dg/

   edit   deselect   + to AI

 

The Fed - The Effect of the War in Ukraine on Global Activity and ... May 27, 2022 Global geopolitical risks have soared since Russia's invasion of The economies of Russia and Ukraine are contracting sharply as a direct  https://www.federalreserve.gov/econres/notes/feds-notes/the-effect-of-the-war-in-ukraine-on-global-activity-and-inflation-20220527.html

   edit   deselect   + to AI

 

Article by Vladimir Putin ”On the Historical Unity of Russians and ... Jul 12, 2021 During the recent Direct Line, when I was asked about Russian-Ukrainian relations, I said that Russians and Ukrainians were one people – a  http://en.kremlin.ru/events/president/news/66181

   edit   deselect   + to AI

 

President Biden to Announce Uniting for Ukraine, a New ... Apr 21, 2022 The President will announce Uniting for Ukraine, a new streamlined process to provide Ukrainian citizens who have fled Russia's unprovoked  https://www.dhs.gov/news/2022/04/21/president-biden-announce-uniting-ukraine-new-streamlined-process-welcome-ukrainians

   edit   deselect   + to AI

 

Russia, Ukraine announce major surprise prisoner swap | Reuters Sep 22, 2022 Russia and Ukraine carried out an unexpected prisoner swap on Wednesday, the largest since the war began and involving almost 300 people,  https://www.reuters.com/world/europe/russia-releases-10-foreigners-captured-ukraine-after-saudi-mediation-riyadh-2022-09-21/

   edit   deselect   + to AI

 

Russia's longstanding problem with Ukraine's borders | Chatham ... Aug 24, 2022 Over time it has become clear Russia is unwilling to settle its borders with Ukraine and acknowledge its territorial integrity as an  https://www.chathamhouse.org/2022/08/russias-longstanding-problem-ukraines-borders

   edit   deselect   + to AI

 

Chair Meeks Introduces House Companion Bill to the Defending ... Jan 21, 2022 Sanctions on the Nord Stream 2 pipeline; Sanctions on Russian “Russia's continued troop buildup, both on the border of Ukraine and in  https://foreignaffairs.house.gov/2022/1/chair-meeks-introduces-house-companion-bill-to-the-defending-ukraine-sovereignty-act-of-2022-to-impose-sanctions-on-russia

   edit   deselect   + to AI

 

Governor Signs Executive Order in Response to Russia's Unjust ... prohibiting State of Ohio investment or purchasing activity from aiding Russia in violating the rights of the Ukrainian people and ordered. https://governor.ohio.gov/media/news-and-media/Governor-Signs-Executive-Order-in-Response-to-Russia-Unjust-War-Against-Ukraine-03032022

   edit   deselect   + to AI

 

Canada's response to the Russian invasion of Ukraine Information for Ukrainians and Canadians affected by the Russian invasion of Ukraine such as the immigration and passport measures. https://www.international.gc.ca/world-monde/issues_development-enjeux_developpement/response_conflict-reponse_conflits/crisis-crises/ukraine.aspx?lang=eng

   edit   deselect   + to AI

 

What's in the Ukraine Grain Deal for Russia? - Carnegie Endowment ... Jul 26, 2022 The return of Ukrainian grain to the global market and the easing of restrictions on Russian agricultural exports should reduce the pressure on  https://carnegieendowment.org/politika/87576

   edit   deselect   + to AI

 

Russia-Ukraine | Breaking News & Live Updates | AP News 18 hours ago As the war in Ukraine unfolds, here's what you need to know. Get the latest developments as Russia's attacks continue. https://apnews.com/hub/russia-ukraine

   edit   deselect   + to AI

 

Ukraine-/Russia-related Sanctions | U.S. Department of the Treasury Guidance on OFAC Licensing Policy. Certain activities related to the Ukraine-/Russia-related Sanctions may be allowed if they are licensed by OFAC. Below OFAC  https://home.treasury.gov/policy-issues/financial-sanctions/sanctions-programs-and-country-information/ukraine-russia-related-sanctions

   edit   deselect   + to AI

 

Head of Zaporizhzhia nuclear plant released; Kremlin unclear on ... 7 hours ago Russia no longer has full control of any of the four provinces of Ukraine it says it annexed last week. The Russian military has  https://www.theguardian.com/world/live/2022/oct/03/russia-ukraine-war-latest-updates-zelenskiy-says-kyiv-in-full-control-of-lyman-us-would-act-if-moscow-uses-nuclear-weapons-petraeus-warns

   edit   deselect   + to AI

 

Treasury Targets Additional Facilitators of Russia's Aggression in ... Sep 15, 2022 WASHINGTON –– Today, as part of its continued response to Russia's horrific war of aggression against Ukraine, the U.S. Department of the  https://home.treasury.gov/news/press-releases/jy0954

   edit   deselect   + to AI

 

Ukraine-Russia war: US army doctor and wife charged with Russia ... 4 days ago She allegedly offered help to the Russian embassy in Washington several months ago, after Russia's invasion of Ukraine. https://www.bbc.com/news/world-us-canada-63079868

   edit   deselect   + to AI

 

Russia-Ukraine war | Today's latest from Al Jazeera Ukrainian forces recapture territory in the south, threatening supply lines for thousands of Russian troops. Ukrainian soldiers patrol at the recently retaken  https://www.aljazeera.com/tag/ukraine-russia-crisis/

   edit   deselect   + to AI

 

Ukraine in maps: Tracking the war with Russia - BBC News 3 days ago Russian President Vladimir Putin has announced that Russia is annexing four regions of Ukraine. Here are the latest developments:. https://www.bbc.com/news/world-europe-60506682

   edit   deselect   + to AI

 

Russia's War on Ukraine: Six Months of Lies, Implemented - United ... Aug 24, 2022 The Kremlin repeatedly attempts to delegitimize Ukraine as a nation and state in the eyes of the Ukrainian and Russian publics, and  https://www.state.gov/disarming-disinformation/russias-war-on-ukraine-six-months-of-lies-implemented/

   edit   deselect   + to AI

 

Russia-Ukraine live updates: US taking nuclear threats seriously ... 8 hours ago ABC News' Tom Soufi Burridge reports on the latest on Russia's invasion of Ukraine, including Russian citizens' response to the Kremlin  https://abcnews.go.com/International/live-updates/russia-ukraine/?id=88905005

   edit   deselect   + to AI

 

Commerce Implements Sweeping Restrictions on Exports to Russia ... Feb 24, 2022 Today, the U.S. Commerce Department, through its Bureau of Industry and Security (BIS), responded to Russia's further invasion of Ukraine by  https://www.commerce.gov/news/press-releases/2022/02/commerce-implements-sweeping-restrictions-exports-russia-response

   edit   deselect   + to AI

 

× ⁝⁝ 
        
Show Nodes with Degree > 0:

0 0

Total Nodes Shown:
 extend

Filter Graphs:


Filter Time Range
from: 0
to: 0


Recalculate Metrics Reset Filters
Show Labels for Nodes > 0 size:

0 0

Default Label Size: 0

0 20



Edges Type:



Layout Type:


 

Reset to Default
network diversity:
×  ⁝⁝ 
×  ⁝⁝ 
Network Diversity Phase:
  how it works?
Actionable Insight:

N/A

Generate AI Suggestions
Your Workflow Variability:
 
Shows to what extent you explored all the different states of the graph, from uniform and regular to fractal and complex. Read more in the cognitive variability help article.

You can increase the score by adding content into the graph (your own and AI-generated), as well as removing the nodes from the graph to reveal latent topics and hidden patterns.
Phases to Explore:
AI Suggestions  
×  ⁝⁝ 
     
Main Topical Groups:

please, add your data to display the stats...
+     full table   ?     Show Categories

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 using the Force Atlas algorithm (Jacomy et al) and are given a distinct color.
Most Influential Elements:
please, add your data to display the stats...
+     Reveal Non-obvious   ?

AI Paraphrase Graph

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
?
The network structure indicates the level of its diversity. It is based on the modularity measure (>0.4 for medium, >0.65 for high modularity, measured with Louvain (Blondel et al 2008) community detection algorithm) in combination with the measure of influence distribution (the entropy of the top nodes' distribution among the top clusters), as well as the the percentage of nodes in the top community.


Reset Graph   Export: Show Options
Action Advice:
N/A
Structural Gap
(ask a research question that would link these two topics):
N/A
Reveal the Gap   ?   Generate an AI Question
 
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
(less visible terms that link important topics):
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 Keywords
N/A

Evolution of Topics
(number of occurrences per text segment) ?
The chart shows how the main topics and the most influential keywords evolved over time. X-axis: time period (split into 10% blocks). Y-axis: cumulative number of occurrences.

Drag the slider to see how the narrative evolved over time. Select the checkbox to recalculate the metrics at every step (slower, but more precise).

 
Main Topics
(according to Latent Dirichlet Allocation):
loading...
 ?  

LDA stands for Latent Dirichlet Allocation — it is a topic modelling algorithm based on calculating the maximum probability of the terms' co-occurrence in a particular text or a corpus.

We provide this data for you to be able to estimate the precision of the default InfraNodus topic modeling method based on text network analysis.
Most Influential Words
(main topics and words according to LDA):
loading...

We provide LDA stats for comparison purposes only. It works with English-language texts at the moment. More languages are coming soon, subscribe @noduslabs to be informed.

Sentiment Analysis


positive: | negative: | neutral:
reset filter    ?  

We analyze the sentiment of each statement to see whether it's positive, negative, or neutral. You can filter the statements by sentiment (clicking above) and see what kind of topics correlate with every mood.

The approach is based on AFINN and Emoji Sentiment Ranking

 
Use the Bert AI model for English, Dutch, German, French, Spanish and Italian to get more precise results (slower). Standard model is faster, works for English only, is less precise, and is based on a fixed AFINN dictionary.

Keyword Relations Analysis:

please, select the node(s) on the graph see their connections...
+   ⤓ download CSV   ?

Use this feature to compare contextual word co-occurrences for a group of selected nodes in your discourse. Expand the list by clicking the + button to see all the nodes your selected nodes are connected to. The total influence score is based on betweenness centrality measure. The higher is the number, the more important are the connections in the context of the discourse.
Top Relations / Bigrams
(both directions):

⤓ Download   ⤓ Directed Bigrams CSV   ?

The most prominent relations between the nodes that exist in this graph are shown above. We treat the graph as undirected by default. Occurrences shows the number of the times a relationship appears in a 4-gram window. Weight shows the weight of that relation.

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).

Text Statistics:
Word Count Unique Lemmas Characters Lemmas Density
0
0
0
0
Text Network Statistics:
Show Overlapping Nodes Only

⤓ Download as CSV  ⤓ Download an Excel File
Network Structure Insights
 
mind-viral immunity:
N/A
  ?
stucture:
N/A
  ?
The higher is the network's structure diversity and the higher is the alpha in the influence propagation score, the higher is its mind-viral immunity — that is, such network will be more resilient and adaptive than a less diverse one.

In case of a discourse network, high mind-viral immunity means that the text proposes multiple points of view and propagates its influence using both highly influential concepts and smaller, secondary topics.
The higher is the diversity, the more distinct communities (topics) there are in this network, the more likely it will be pluralist.
The network structure indicates the level of its diversity. It is based on the modularity measure (>0.4 for medium, >0.65 for high modularity, measured with Louvain (Blondel et al 2008) community detection algorithm) in combination with the measure of influence distribution (the entropy of the top nodes' distribution among the top clusters), as well as the the percentage of nodes in the top community.

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

Narrative Influence Propagation:
  ?
The chart above shows how influence propagates through the network. X-axis: lemma to lemma step (narrative chronology). Y-axis: change of influence.

The more even and rhythmical this propagation is, the stronger is the central idea or agenda (see alpha exponent below ~ 0.5 or less).

The more variability can be seen in the propagation profile, the less is the reliance on the main concepts (agenda), the stronger is the role of secondary topical clusters in the narrative.
propagation dynamics: | alpha exponent: (based on Detrended Fluctuation Analysis of influence) ?   show the chart
We plot the narrative as a time series of influence (using the words' betweenness score). We then apply detrended fluctuation analysis to identify fractality of this time series, plotting the log2 scales (x) to the log2 of accumulated fluctuations (y). If the resulting loglog relation can be approximated on a linear polyfit, there may be a power-law relation in how the influence propagates in this narrative over time (e.g. most of the time non-influential words, occasionally words with a high influence).

Using the alpha exponent of the fit (which is closely related to Hurst exponent)), we can better understand the nature of this relation: uniform (pulsating | alpha <= 0.65), variable (stationary, has long-term correlations | 0.65 < alpha <= 0.85), fractal (adaptive | 0.85 < alpha < 1.15), and complex (non-stationary | alpha >= 1.15).

For maximal diversity, adaptivity, and plurality, the narrative should be close to "fractal" (near-critical state). For fiction, essays, and some forms of poetry — "uniform". Informative texts will often have "variable + stationary" score. The "complex" state is an indicator that the text is always shifting its state.

Degree Distribution:
  calculate & show   ?
(based on kolmogorov-smirnov test) ?   switch to linear
Using this information, you can identify whether the network has scale-free / small-world (long-tail power law distribution) or random (normal, bell-shaped distribution) network properties.

This may be important for understanding the level of resilience and the dynamics of propagation in this network. E.g. scale-free networks with long degree tails are more resilient against random attacks and will propagate information across the whole structure better.
If a power-law is identified, the nodes have preferential attachment (e.g. 20% of nodes tend to get 80% of connections), and the network may be scale-free, which may indicate that it's more resilient and adaptive. Absence of power law may indicate a more equalized distribution of influence.

Kolmogorov-Smirnov test compares the distribution above to the "ideal" power-law ones (^1, ^1.5, ^2) and looks for the best fit. If the value d is below the critical value cr it is a sign that the both distributions are similar.
Please, enter a search query to visualize the difference between what people search for (related queries) and what they actually find (search results):

 
We will build two graphs:
1) Google search results for your query;
2) Related searches for your query (Google's SERP);
Click the Missing Content tab to see the graph that shows the difference between what people search for and what they actually find, indicating the content you could create to fulfil this gap.
Find a market niche for a certain product, category, idea or service: what people are looking for but cannot yet find*

 
We will build two graphs:
1) the content that already exists when you make this search query (informational supply);
2) what else people are searching for when they make this query (informational demand);
You can then click the Niche tab to see the difference between the supply and the demand — what people need but do not yet find — the opportunity gap to fulfil.
Please, enter your query to visualize Google search results as a graph, so you can learn more about this topic:

   advanced settings    add data manually
Enter a search query to analyze the Twitter discourse around this topic (last 7 days):

     advanced settings    add data manually

Sign Up