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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 #}

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Active: "It’s about control of our …" 235 comments · Page 5 of 10
Doctors and engineers manipulating and controlling people's minds with cruelty
Doctors and engineers manipulating and controlling people's minds with cruelty
Identity Attack0.06249457
Insult0.12702756
Profanity0.07255927
Threat0.025616571
Severe Toxicity0.0061798096
Low Tox 0.2648175 Low Con 0.166 Unverified_Claim
Feb 18, 2026 1 likes Canadian immigration officers investigating hundreds …
Births in canada to chinese born mothers in 2020: 3%, to indian born mothers, also 3% In 2024, to chinese born mothers, 2%, to indian born, 10.5%. Same in the UK...why is India being allowed …
Births in canada to chinese born mothers in 2020: 3%, to indian born mothers, also 3% In 2024, to chinese born mothers, 2%, to indian born, 10.5%. Same in the UK...why is India being allowed to export their overpopulation problem 40 years ago both the chinese & indians sired 25 million babies. Last year, in China, under 8 million, in India, still 25 million. if the chinese can control their breeding, why cant indians. What an earth are we supposed to do with another quarter billion indians every 10 years?!
Identity Attack0.2816105
Insult0.09416737
Profanity0.07047026
Threat0.010809537
Severe Toxicity0.01121521
Low Tox 0.26104406 Moderate Con 0.444 Fear_Threat
Feb 24, 2026 1 likes Inside Canada's Indian Invasion...
Always remember who pushed for this in the first place. This country is completely ruined, and will never be the same. These people will be the majority in a few years, and just wait and …
Always remember who pushed for this in the first place. This country is completely ruined, and will never be the same. These people will be the majority in a few years, and just wait and see how they treat whites then... They didn't start this though. The juu controlled politicians enacted this massive migration surge... The JNF is like canadas AIPAC and every single federal poilitician is bought and paid for.
Identity Attack0.28034934
Insult0.089778624
Profanity0.02249157
Threat0.0100069
Severe Toxicity0.0064849854
Low Tox 0.25915736 Moderate Con 0.404 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
What absolute tripe, there is no division,ZERO, everyone is in agreement Immigration needs to be controlled. This is why people despise and distrust the media, they just flat out lie to your face, they’ll tell …
What absolute tripe, there is no division,ZERO, everyone is in agreement Immigration needs to be controlled. This is why people despise and distrust the media, they just flat out lie to your face, they’ll tell you what your eyes are seeing and your ears are hearing are not real.
Identity Attack0.06704199
Insult0.15982662
Profanity0.025087673
Threat0.009256045
Severe Toxicity0.0052261353
Low Tox 0.25462922 Moderate Con 0.386 Policy_Critique
Feb 11, 2026 9 likes Canada's tighter immigration policy divides …
I went to Highschool at J. A. Turner SS in Brampton, during the early 80's and there were a couple black kids and everyone else was white. Then I moved to Montreal, to start my …
I went to Highschool at J. A. Turner SS in Brampton, during the early 80's and there were a couple black kids and everyone else was white. Then I moved to Montreal, to start my career as a fashion designer... it was surprising to come back to visit family in Toronto and hear how fast Brampton had became a 'brown' town. (Not surprised to hear of India's global domination, as the population of the planet is out of control... consider the population of the planet in 1725 was half a billion, then in 1825 it was 1 billion, then in 1925 it was 2 billion, and in 2025 it is over 8 billion.)
Identity Attack0.3072352
Insult0.0838533
Profanity0.051431753
Threat0.011249693
Severe Toxicity0.009765625
Low Tox 0.25462922 Constructive 0.709
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The government is to blame, immigration has been out of control for decades, I am absolutely fed up with our government, complete failure
The government is to blame, immigration has been out of control for decades, I am absolutely fed up with our government, complete failure
Identity Attack0.120924085
Insult0.11464815
Profanity0.027137227
Threat0.008026198
Severe Toxicity0.0051116943
Low Tox 0.25462922 Moderate Con 0.42
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
Liberals are to blame for all of this, it's becoming out of control
Liberals are to blame for all of this, it's becoming out of control
Identity Attack0.17381613
Insult0.13245803
Profanity0.029186781
Threat0.009747985
Severe Toxicity0.005455017
Low Tox 0.25462922 Low Con 0.251 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Deport them all, I am deeply concerned about the impact of current immigration levels and the lack of oversight regarding work permits. In sectors like food service and retail, there is a growing concern that …
Deport them all, I am deeply concerned about the impact of current immigration levels and the lack of oversight regarding work permits. In sectors like food service and retail, there is a growing concern that positions are being filled through undocumented labor or cash-under-the-table arrangements. This bypasses our tax system and makes it incredibly difficult for Canadian students to find the part-time work they rely on for tuition. We need stricter enforcement of labor laws and a more controlled approach to immigration to protect the integrity of our economy.
Identity Attack0.18002926
Insult0.0811385
Profanity0.020442016
Threat0.114629425
Severe Toxicity0.011291504
Low Tox 0.25462922 Constructive 0.755
Dec 30, 2025 Deportations From Canada at Their …
This is the canada all these prideful canadians are so proud i guess lol. Whats the point of being soverign when you can't control your borders, your economy, your milltary or anything a sovereign nation …
This is the canada all these prideful canadians are so proud i guess lol. Whats the point of being soverign when you can't control your borders, your economy, your milltary or anything a sovereign nation is suppost to do? Our border is unguarded along america allowing illegal migrants who come to our countries from around the world to sneak into the usa or sneak into Canada, 73% of all our exports go to the usa, usa is no longer rather our boss, all these prideful canadians dont realize that our whole economy hinges on america lol, russia and china have been investing in making milltary bases in the artic, if we dont secure our artic then the usa will do it for us, but if that happens then who will really own the artic?
Identity Attack0.18705739
Insult0.15769513
Profanity0.048175167
Threat0.008285114
Severe Toxicity0.008621216
Low Tox 0.2540519 Moderate Con 0.427 Policy_Critique
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Canada government are realy should be investigating 5 millions indian arrived in 3 years indians are controlling Canadian politicians
Canada government are realy should be investigating 5 millions indian arrived in 3 years indians are controlling Canadian politicians
Identity Attack0.2839175
Insult0.071116626
Profanity0.021876704
Threat0.00933372
Severe Toxicity0.006713867
Low Tox 0.2524482 Low Con 0.17 Unverified_Claim
Sep 29, 2025 IRCC Names India in Study …
Honor the first safe country agreement and those deportation numbers will skyrocket. Anyone who crossed at Roxam road broke the law. Stop claiming immigration controls are racist. Canadian media calls everyone racist for saying something …
Honor the first safe country agreement and those deportation numbers will skyrocket. Anyone who crossed at Roxam road broke the law. Stop claiming immigration controls are racist. Canadian media calls everyone racist for saying something while the elites are allowed to create an indentured servant underclass which is am actual factual form of racism.
Identity Attack0.2028587
Insult0.13064787
Profanity0.015693882
Threat0.007819066
Severe Toxicity0.0049209595
Low Tox 0.2524482 Moderate Con 0.418 Policy_Critique
Dec 29, 2025 Deportations From Canada at Their …
I believe that there needs to be less mass migration and it needs to be more controlled. Multicultural nations historically do not remain stable, think of Yugoslavia or Austria-Hungary, it’s already been shown by how …
I believe that there needs to be less mass migration and it needs to be more controlled. Multicultural nations historically do not remain stable, think of Yugoslavia or Austria-Hungary, it’s already been shown by how Quebec doesn’t really want to be a part of Canada. I am especially against foreign cultures consolidating into one area such as Brampton or Ontario as a whole, Canada is a white country and white people should remain at least 75% of the population or else things start going downhill.
Identity Attack0.2877625
Insult0.06529768
Profanity0.028093686
Threat0.011379151
Severe Toxicity0.007858276
Low Tox 0.24763705 Constructive 0.553 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Liberals are taking our history and religion away from us and pushing immigrants and their values for votes. So the liberals can control us
Liberals are taking our history and religion away from us and pushing immigrants and their values for votes. So the liberals can control us
Identity Attack0.2463217
Insult0.06774519
Profanity0.021876704
Threat0.009023022
Severe Toxicity0.0050354004
Low Tox 0.2412222 Low Con 0.282 Identity_Assertion
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Canada has lost itself allowing all this mass immigration to happen. I can assure you that there are millions of expired visas and fraudulent visas that the government claims to be checking on...but canadians know …
Canada has lost itself allowing all this mass immigration to happen. I can assure you that there are millions of expired visas and fraudulent visas that the government claims to be checking on...but canadians know that's a lie. So many don't want to learn english, assimilate to Canadian cultures and their entitlement is next level. They think they are above the law. If they love their culture so much and don't want to change...don't come to a better country like Canada just to make our country shit. The first guy speaking truth, even knows it's too much and out of control. And I can assure you all these so called doctors and engineers and so forth aren't the majority of immigrants coming in - being an amazon driver, working at Tim's or a gas station isn't a special skill set. And the smuggler guy - yeah those are exactly the type of people we want in our countries...they are shady, dangerous and break law as like it's a proper day job.
Identity Attack0.1808059
Insult0.1469393
Profanity0.02030538
Threat0.008013252
Severe Toxicity0.0063323975
Low Tox 0.2412222 Constructive 0.593 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Next Zionism and the influence/ control of our government
Next Zionism and the influence/ control of our government
Identity Attack0.23391083
Insult0.038566336
Profanity0.043916557
Threat0.014738814
Severe Toxicity0.012359619
Low Tox 0.2412222 Low Con 0.147 Call_To_Action
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Who controls the AI, who controls Palantir, who trained ICE? Who owns Oracle? When they take over, they will implement an AI system that catalogues anyone speaking out against them and their system, and the …
Who controls the AI, who controls Palantir, who trained ICE? Who owns Oracle? When they take over, they will implement an AI system that catalogues anyone speaking out against them and their system, and the slaughter will be immense. You think Russia was bad? Just wait for the new gulags. The slaughter will be on a mass scale, in most European nations. The world as we know it is on the brink.
Identity Attack0.10221587
Insult0.042665333
Profanity0.022013342
Threat0.26849106
Severe Toxicity0.010223389
Low Tox 0.2396185 Moderate Con 0.319 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
India is exporting its population instead practcing any type of birth control education and i dont believe the world should be responsible for providing them jobs and pay
India is exporting its population instead practcing any type of birth control education and i dont believe the world should be responsible for providing them jobs and pay
Identity Attack0.26494437
Insult0.06826523
Profanity0.033144772
Threat0.010757755
Severe Toxicity0.010986328
Low Tox 0.23739935 Moderate Con 0.336 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Why CBSA Can't control these illegal
Why CBSA Can't control these illegal
Identity Attack0.1808059
Insult0.100019015
Profanity0.031140719
Threat0.010628296
Severe Toxicity0.0066375732
Low Tox 0.23739935 Low Con 0.192 Policy_Critique
Jan 5, 2026 Migrants cross into Canada near …
This is an exact copy of America's story. Even though the immigrants are now being deported, inflation is still rising out of control. The US has been destroyed by our own president.
This is an exact copy of America's story. Even though the immigrants are now being deported, inflation is still rising out of control. The US has been destroyed by our own president.
Identity Attack0.105836816
Insult0.097093195
Profanity0.021330157
Threat0.012958534
Severe Toxicity0.0044059753
Low Tox 0.23739935 Moderate Con 0.458
Aug 25, 2025 Why Canadians Are Turning Against …
euro canadians lost control of any democracy lol
euro canadians lost control of any democracy lol
Identity Attack0.21866
Insult0.0820023
Profanity0.036651865
Threat0.007819066
Severe Toxicity0.0064086914
Low Tox 0.2359567 Low Con 0.178 Identity_Assertion
Nov 20, 2025 4 likes Thousands of refugees allowed into …
It’s not about votes. It’s to water down / destroy Christian morality. You can’t easily control an educated, moral people with integrity. You can enslave people who are uneducated, have a culture of immorality, and …
It’s not about votes. It’s to water down / destroy Christian morality. You can’t easily control an educated, moral people with integrity. You can enslave people who are uneducated, have a culture of immorality, and that feel their pay check and freedom come from the government. Education in this context is the workings and history of this country.
Identity Attack0.23239216
Insult0.07333439
Profanity0.019553876
Threat0.03235042
Severe Toxicity0.0064468384
Low Tox 0.2359567 Moderate Con 0.35 Fear_Threat
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
This is out of control and blow my mind that the government of Canada who did all this disaster. We are all immigrants in this country but this is an invasion not immigration. I love …
This is out of control and blow my mind that the government of Canada who did all this disaster. We are all immigrants in this country but this is an invasion not immigration. I love Canada but I regret coming here.
Identity Attack0.21470967
Insult0.082372494
Profanity0.017436003
Threat0.008000307
Severe Toxicity0.005302429
Low Tox 0.2359567 Constructive 0.532
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
The Canadian government is failure by controlling.
The Canadian government is failure by controlling.
Identity Attack0.11744241
Insult0.15698463
Profanity0.019143965
Threat0.00713294
Severe Toxicity0.0040626526
Low Tox 0.2359567 Low Con 0.155 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Fine those diploma mills, and fraudulent employers, take those funds plus more tax dollars fund CBSA to round up and deport. Expand CBSA powers, add immigration control as secondary task to local police, and lease …
Fine those diploma mills, and fraudulent employers, take those funds plus more tax dollars fund CBSA to round up and deport. Expand CBSA powers, add immigration control as secondary task to local police, and lease a cruise ship to deport them back.
Identity Attack0.048737846
Insult0.14331897
Profanity0.016411226
Threat0.030278467
Severe Toxicity0.005493164
Low Tox 0.22980402 Moderate Con 0.323
Oct 1, 2025 1 likes IRCC Names India in Study …
This is all a lie, they will never tell us the truth. Nowadays it's very hard to find truth news that is not controlled. Gotta love the left.
This is all a lie, they will never tell us the truth. Nowadays it's very hard to find truth news that is not controlled. Gotta love the left.
Identity Attack0.013345404
Insult0.11616662
Profanity0.021740068
Threat0.0077284453
Severe Toxicity0.00289917
Low Tox 0.20335422 Low Con 0.22
Apr 29, 2019 How much do refugees and …

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.