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Canadian Immigration Dashboard [ CID ]
Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

Summary Charts

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All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

Comment Explorer

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "The United States is NOT …" 74 comments · Page 3 of 3
In the United States, Canada, Australia, and Europe, ethnic populations are being replaced. Within the next two decades, people with roots in these regions will become a minority. The worst part is that you will …
In the United States, Canada, Australia, and Europe, ethnic populations are being replaced. Within the next two decades, people with roots in these regions will become a minority. The worst part is that you will be walking on eggshells due to cultural differences. All of this can be blamed on liberal politicians who allowed such population replacement. This is a real-world version of the Hunger Games. Good luck, everyone—as Effie from the Hunger Games always says: “May the odds be ever in your favor!
Identity Attack0.0440973
Insult0.0573046
Profanity0.023311393
Threat0.0091524795
Severe Toxicity0.003376007
Low Tox 0.11388343 Constructive 0.514 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada wants to turn the United States into its landfill
Canada wants to turn the United States into its landfill
Identity Attack0.048995655
Insult0.029493837
Profanity0.022013342
Threat0.020264024
Severe Toxicity0.0046157837
Low Tox 0.11347008 Low Con 0.195 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
It's not race that makes countries great or bad. Since there is just one human race. Its the culture that makes places great. Culture or shared ideas among the populace. Specially ideas of being open …
It's not race that makes countries great or bad. Since there is just one human race. Its the culture that makes places great. Culture or shared ideas among the populace. Specially ideas of being open minded, living and letting live, freedom, being tolerant etc. These are the best ideas or culture that if held long enough by the majority of the people will turn that place into a great civilization indeed. Every great civilization of history was built through this culture in history. persian empire, macedonian empire, roman empire, british empire and now the united states etc... were/are all very diverse and very tolerant of indians and their ideas... cultural exchange of ideas through indians and receiving diverse viewpoints which helped them become great. However great empires, great places and civilizations never last. They fall down. They fall down once the culture changes. which is natural since culture is not static but dynamic, since it exists only in the minds of people, it can change in the same generation, or in the next - all it takes is replacing existing ideas with other ideas in the minds of people large enough. This is what we are seeing happening in canada and India... a shift of culture. The same culture of responsible for turning India into a terrible country is being adopted by canadians. Meanwhile for the past few decades.. india on the other hand has been adopting the better culture and growing slowly and steadily with many mistakes and hurdles along the way towards a brighter future... slowly because its huge... steadily because it knows where to go.... mistakes and hurdles because its an open democracy... If this cultural shift keeps continuing this way... There will come a time where canada would look more like afghanistan and India will look like the us or scandinavia... However i hope thats not the case. and its just a phase that does not lead to some significant revolution in terms of peoples thinking.
Identity Attack0.07425626
Insult0.025413504
Profanity0.027273865
Threat0.00780612
Severe Toxicity0.0037574768
Low Tox 0.10956833 Constructive 0.639 Moral_Argument
Feb 26, 2026 Inside Canada's Indian Invasion...
As a Southeast Asian, I can understand why countries like the United States, Canada, or those in Europe are concerned about immigration levels. Wanting to prevent any single immigrant group from becoming disproportionately large is …
As a Southeast Asian, I can understand why countries like the United States, Canada, or those in Europe are concerned about immigration levels. Wanting to prevent any single immigrant group from becoming disproportionately large is not necessarily about racism, but about maintaining social balance and protecting opportunities for the local population. Many Asian countries feel the same way—we would not want large numbers of foreigners, whether Russian, American, or from elsewhere, to migrate in such a way that they dominate job markets or significantly alter the local social structure. This perspective applies universally, not just in Western countries. From this viewpoint, it seems reasonable for countries to manage immigration by maintaining a balance between native citizens and immigrants. Setting limits or proportions for different immigrant groups can be seen as a way to preserve social stability while still allowing controlled and fair immigration.
Identity Attack0.08087392
Insult0.026702631
Profanity0.0157622
Threat0.008129764
Severe Toxicity0.0024318695
Low Tox 0.09741997 Constructive 0.761
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Canada has let in too many Palestinians, ISIS, Pakistanis, Bangladeshis and Khalistanis who are now ‘Canadian’ and commit crimes on both sides of the border. Plus as the Canadian economy crumbles, many genuine Canadians are …
Canada has let in too many Palestinians, ISIS, Pakistanis, Bangladeshis and Khalistanis who are now ‘Canadian’ and commit crimes on both sides of the border. Plus as the Canadian economy crumbles, many genuine Canadians are trying to move to the United States.
Identity Attack0.096797325
Insult0.0060958085
Profanity0.00014097943
Threat0.001232904
Severe Toxicity0.000010263199
Low Tox 0.077135615
Dec 11, 2025
Here is another one . In Canada, foreign students or temporary workers , non Citizens can apply and receive firearms licenses and can buy non restricted guns . This is not allowed in 90% of …
Here is another one . In Canada, foreign students or temporary workers , non Citizens can apply and receive firearms licenses and can buy non restricted guns . This is not allowed in 90% of countries around the world, including the most gun liberal country in the world. The United States of Amarica will not license a foreigner to own or buy a gun.
Identity Attack0.04641757
Insult0.019225692
Profanity0.011441057
Threat0.011767523
Severe Toxicity0.0025749207
Low Tox 0.07687678 Moderate Con 0.412 Policy_Critique
Mar 3, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Same problem in the United States of Mexico
Same problem in the United States of Mexico
Identity Attack0.058856625
Insult0.013706914
Profanity0.016821137
Threat0.006861079
Severe Toxicity0.0017261505
Low Tox 0.06896287 Moderate Con 0.342 Comparative_Framing
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
India has two billion people. They can send one-hundred million to the United States and one-hundred million to Canada
India has two billion people. They can send one-hundred million to the United States and one-hundred million to Canada
Identity Attack0.048737846
Insult0.01617693
Profanity0.014634945
Threat0.009411395
Severe Toxicity0.0025558472
Low Tox 0.067380086 Low Con 0.212 Fear_Threat
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
2050: USI (United States of India), Canadia, Austradia, New Indialand, United Kingdia, Eurodia 🤣🤣🤣 RIP
2050: USI (United States of India), Canadia, Austradia, New Indialand, United Kingdia, Eurodia 🤣🤣🤣 RIP
Identity Attack0.027011903
Insult0.019547975
Profanity0.02167175
Threat0.008634649
Severe Toxicity0.0032806396
Low Tox 0.05750068 Low Con 0.155
Oct 30, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
We have the same driving issues coming into Springfield, Missouri. I see it all the time, especially on the northern part of town. People bring their bad driving habits to the United States and pretend …
We have the same driving issues coming into Springfield, Missouri. I see it all the time, especially on the northern part of town. People bring their bad driving habits to the United States and pretend that the traffic laws don't apply to them. For some reason, many countries ignore road safety and because of that, they bring it to other countries who do take it seriously and ruin everything.
Identity Attack0.0091384705
Insult0.024124376
Profanity0.01265371
Threat0.008349842
Severe Toxicity0.0012493134
Low Tox 0.054779384 Constructive 0.587
Jan 27, 2026 Inside Canada's Indian Invasion...
The United States government should be harshly criticizing Canada's immigration standards.
The United States government should be harshly criticizing Canada's immigration standards.
Identity Attack0.026609946
Insult0.014276917
Profanity0.010313802
Threat0.0071847234
Severe Toxicity0.0011062622
Low Tox 0.044636376 Low Con 0.195 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Snippet: Getting a college degree in native land should be less stressful than studying abroad -- as in studying in Canada or United States. Foreign countries and its schools would most likely have a higher …
Snippet: Getting a college degree in native land should be less stressful than studying abroad -- as in studying in Canada or United States. Foreign countries and its schools would most likely have a higher standards and expectations foreign students might find more textually challenging and tuition-costly. Immigration or Immigrant Policy is an entirely separate entry into a foreign country vs. based on student's visa, which is timed. I would go back home and finish up school there and earn back home -- visiting other land temporarily is fine, but not live with them full-time. FYI - Canada & USA are brothers biologically -- they are Anglo-Saxon and owned both countries and everything in it. be blessed. nov2025
Identity Attack0.014450782
Insult0.018258847
Profanity0.01220964
Threat0.006738094
Severe Toxicity0.0013160706
Low Tox 0.03969839 Constructive 0.759
Nov 25, 2025 Quebec Ends Economic Immigration Program …
Screw this boycott travel in the United States and stop buying American Products
Screw this boycott travel in the United States and stop buying American Products
Identity Attack0.000992156
Insult0.008391556
Profanity0.011059246
Threat0.0016970945
Severe Toxicity0.000013223038
Low Tox 0.036089543
Dec 7, 2025 7 likes
United States needs to follow this as well 😂
United States needs to follow this as well 😂
Identity Attack0.008953481
Insult0.012566907
Profanity0.02167175
Threat0.009411395
Severe Toxicity0.0021076202
Low Tox 0.03545588 Low Con 0.154
Nov 22, 2025 Quebec Ends Economic Immigration Program …
Please help me understand why mass migration is considered beneficial. I believe globalization has very significant drawbacks. My primary concern is for my fellow Canadians "ONLY." It seems that the increase in new residents is …
Please help me understand why mass migration is considered beneficial. I believe globalization has very significant drawbacks. My primary concern is for my fellow Canadians "ONLY." It seems that the increase in new residents is driven largely by political motives, as new migrants often support the Liberal Party due to the benefits they receive upon arrival. Both the Liberal government in Canada and the Democrats in the United States appear to be aware of this trend. Regardless of political affiliation—whether Liberal, Conservative, Green, or any other party—if my party were to adopt such a policy, I would oppose it. Canadians really need to wake up. We need responsible citizenship that upholds and strengthens our Canadian culture and values.
Identity Attack0.013948337
Insult0.016784932
Profanity0.011201942
Threat0.00636914
Severe Toxicity0.0010156631
Low Tox 0.034041706 Constructive 0.856 Identity_Assertion
Feb 17, 2026 21 likes LILLEY UNLEASHED: The fall of …
18k Sounds like the United States on a Sunday morning
18k Sounds like the United States on a Sunday morning
Identity Attack0.0075845607
Insult0.010818896
Profanity0.016889455
Threat0.008155655
Severe Toxicity0.001745224
Low Tox 0.027088705 Low Con 0.236 Comparative_Framing
Dec 24, 2025 93 likes Deportations From Canada at Their …
Temporary is always permanent in the United States.
Temporary is always permanent in the United States.
Identity Attack0.0063266335
Insult0.009526889
Profanity0.011594773
Threat0.006653947
Severe Toxicity0.0008869171
Low Tox 0.018849092 Low Con 0.184 Comparative_Framing
Feb 13, 2026 Canada's tighter immigration policy divides …
If you're Canadian,you don't need to face any border measures by just not going to the United States of Ammo.Why go to Trump's prison if they're are so many better and safer places to travel …
If you're Canadian,you don't need to face any border measures by just not going to the United States of Ammo.Why go to Trump's prison if they're are so many better and safer places to travel to.
Identity Attack0.0031212054
Insult0.0018402105
Profanity0.000058827416
Threat0.00014311883
Severe Toxicity0.0000030153317
Low Tox 0.007891749
Dec 8, 2025
CANADA MUST CLOSE OUR BORDERS TO THE UNITED STATES NOW!
CANADA MUST CLOSE OUR BORDERS TO THE UNITED STATES NOW!
Identity Attack0.0034797746
Insult0.0009651511
Profanity0.000046964076
Threat0.0004052621
Severe Toxicity0.0000038208505
Low Tox 0.0075434064 Call_To_Action
Dec 9, 2025
Captain Palpatine finding every way possible to bankrupt the United States
Captain Palpatine finding every way possible to bankrupt the United States
Identity Attack0.00027195358
Insult0.0013791877
Profanity0.000055101045
Threat0.0002946398
Severe Toxicity0.000003059765
Low Tox 0.004010992
Dec 10, 2025
I’m flying to Mexico and then to Japan. I spasticity chose flights that didn’t have layovers in the United States. It cost more but it’s worth it
I’m flying to Mexico and then to Japan. I spasticity chose flights that didn’t have layovers in the United States. It cost more but it’s worth it
Identity Attack0.0033602428
Insult0.0004533838
Profanity0.000038152957
Threat0.00007659749
Severe Toxicity0.0000031243146
Low Tox 0.0021526632
Dec 8, 2025 1 likes
It would be better to join the United States of America. 😂😂😂
It would be better to join the United States of America. 😂😂😂
Identity Attack0.00010440062
Insult0.0001733217
Profanity0.000022791932
Threat0.000046107383
Severe Toxicity0.0000021127114
Low Tox 0.0005602073 Humor_Satire
Dec 10, 2025
No we don't. We just need to spend our money somewhere "Not" the United States.
No we don't. We just need to spend our money somewhere "Not" the United States.
Identity Attack0.00011834184
Insult0.00019000273
Profanity0.000018802333
Threat0.000028236473
Severe Toxicity0.0000021514652
Low Tox 0.0005413549
Dec 8, 2025 1 likes
The EU has matching laws. Everyone must register if they come in from the United States regardless of how long they stay.
The EU has matching laws. Everyone must register if they come in from the United States regardless of how long they stay.
Identity Attack0.000056069675
Insult0.00012623373
Profanity0.000017188784
Threat0.000020736286
Severe Toxicity0.0000026345285
Low Tox 0.0002917634
Dec 10, 2025 5 likes

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.