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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

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30,738 comments · Page 571 of 1230
vote the bike guy for president
vote the bike guy for president
Identity Attack0.01656105
Insult0.17858955
Profanity0.035900343
Threat0.008323951
Severe Toxicity0.0043678284
Low Tox 0.2396185 Low Con 0.239 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
You all are guests here if you’re not born here and illegal women having children in Canada doesn’t make you Canadian at all
You all are guests here if you’re not born here and illegal women having children in Canada doesn’t make you Canadian at all
Identity Attack0.25817248
Insult0.082372494
Profanity0.022286616
Threat0.0064985976
Severe Toxicity0.005760193
Low Tox 0.2396185 Moderate Con 0.355
Aug 29, 2025 Why Canadians Are Turning Against …
Liberals should learn from Quebec and do the same to fix Canada immigration scammed broken system.
Liberals should learn from Quebec and do the same to fix Canada immigration scammed broken system.
Identity Attack0.10221587
Insult0.16758773
Profanity0.025634222
Threat0.007909686
Severe Toxicity0.0043296814
Low Tox 0.2396185 Low Con 0.252
Nov 24, 2025 7 likes Quebec Ends Economic Immigration Program …
Reported for racism
Reported for racism
Identity Attack0.18391247
Insult0.06285016
Profanity0.08064143
Threat0.01940071
Severe Toxicity0.009231567
Low Tox 0.2396185 Moderate Con 0.307
Oct 7, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
Looks like Indian culture is more about community. I remember having friends getting kicked out of their homes at 18. This would never happen in an Indian household. Temples welcome all and feed everyone they …
Looks like Indian culture is more about community. I remember having friends getting kicked out of their homes at 18. This would never happen in an Indian household. Temples welcome all and feed everyone they can. Seems like the Indian immigrants are acting more Canadian than the old residents.
Identity Attack0.2877625
Insult0.06442356
Profanity0.018529098
Threat0.01750142
Severe Toxicity0.008201599
Low Tox 0.2396185 Constructive 0.758 Comparative_Framing
Sep 27, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
Look up Donki Route. CNA (Singapore broadcast) did a documentary on this fraudulent student immigration
Look up Donki Route. CNA (Singapore broadcast) did a documentary on this fraudulent student immigration
Identity Attack0.10221587
Insult0.14150882
Profanity0.025634222
Threat0.0077284453
Severe Toxicity0.0042533875
Low Tox 0.2396185 Moderate Con 0.341 Unverified_Claim
Sep 29, 2025 IRCC Names India in Study …
Craziest thing about the government is they don’t have a clue about what Canadians people think about all this,they do as thou wilt.
Craziest thing about the government is they don’t have a clue about what Canadians people think about all this,they do as thou wilt.
Identity Attack0.08831879
Insult0.17610447
Profanity0.026317406
Threat0.006822242
Severe Toxicity0.0038337708
Low Tox 0.2396185 Low Con 0.256 Policy_Critique
Mar 1, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Western countries need to only allow immigrants from other western countries. Period point blank.
Western countries need to only allow immigrants from other western countries. Period point blank.
Identity Attack0.27875587
Insult0.04910661
Profanity0.019963788
Threat0.009048914
Severe Toxicity0.006942749
Low Tox 0.2396185 Low Con 0.118 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Self deport
Self deport
Identity Attack0.10221587
Insult0.042665333
Profanity0.04216301
Threat0.063999176
Severe Toxicity0.010223389
Low Tox 0.2396185 Moderate Con 0.368 Call_To_Action
Jan 15, 2026 2.9 million Canadian temporary visas …
They are automating fraud
They are automating fraud
Identity Attack0.020781586
Insult0.10440776
Profanity0.07514556
Threat0.009825659
Severe Toxicity0.0051879883
Low Tox 0.2396185 Low Con 0.278
Jan 14, 2026 Canada’s new rules in 2026
Canada a great decline just like Argentina. No products processed, Locked natural resources & too much borrowing. The deceit & greed is from the bottom to the top.
Canada a great decline just like Argentina. No products processed, Locked natural resources & too much borrowing. The deceit & greed is from the bottom to the top.
Identity Attack0.10815793
Insult0.16751462
Profanity0.015147334
Threat0.006874025
Severe Toxicity0.004386902
Low Tox 0.2396185 Moderate Con 0.307 Economic_Argument
Feb 19, 2026 2 likes LILLEY UNLEASHED: The fall of …
House must be cheap in India, all of them are effing here in Canada you can’t go anywhere without seeing hundreds of them, it suffocating.
House must be cheap in India, all of them are effing here in Canada you can’t go anywhere without seeing hundreds of them, it suffocating.
Identity Attack0.21470967
Insult0.09855611
Profanity0.03615085
Threat0.011430934
Severe Toxicity0.007858276
Low Tox 0.2396185 Moderate Con 0.341 Fear_Threat
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Malta indian epidemic💔
Malta indian epidemic💔
Identity Attack0.25647953
Insult0.17361937
Profanity0.11230402
Threat0.030623792
Severe Toxicity0.023076924
Low Tox 0.2396185 Moderate Con 0.394 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada had a sizeable Indian population always and it was not an issue till Trudeau took power and mass imported millions esp military aged men from Panjab /rural Northern India so he could cater to …
Canada had a sizeable Indian population always and it was not an issue till Trudeau took power and mass imported millions esp military aged men from Panjab /rural Northern India so he could cater to his Sikh /Khalistani vote who are an extremely powerful lobby in the Canadian govt, every party in Canada has high ranking Khalistani politicians. The liberal yt elite Canadian govt sold its working and middle class ( who are largely white Canadians) for a 3rd world servile class which would keep them in power forever but it comes at the cost of massive collapse of social cohesion, falling wages and massive cultural shifts. When I visited Toronto, an Indian fast food worker said he was giving me an extra BBQ sauce as a favor and would charge for the second, I called the manager too school this moron and she was also shocked , when you mass import million of 3rd world largely uneducated Indians they mentally still think the are in India
Identity Attack0.24293575
Insult0.113185234
Profanity0.021535112
Threat0.008712323
Severe Toxicity0.006980896
Low Tox 0.2396185 Constructive 0.577 Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
A man of Portugese origin (who were not even considered as White as the WASPS and Northern-Central Europeans till 9.11) is calling white Canadians "native". He should ask his ancestors and the ancestors of his …
A man of Portugese origin (who were not even considered as White as the WASPS and Northern-Central Europeans till 9.11) is calling white Canadians "native". He should ask his ancestors and the ancestors of his fellow Southern European friends the kind of problems they felt and how difficult it was for them to assimilate in the society. Discrimination against Italians and the internal migration from NY to NJ is known to most people. Spanish were not even granted citizenship for the most part. I agree that immigrants should assimilate, not create a dirty atmosphere and be respectful but the xenophobia in this video is insane and so ironic, coming from a Portugese man.
Identity Attack0.28034934
Insult0.0810151
Profanity0.02119352
Threat0.008789998
Severe Toxicity0.006828308
Low Tox 0.2396185 Constructive 0.791 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
😂 Quebec is now the smart province 😂 who would have thought . This needs to go Canada wide enough Indians … there are too many…
😂 Quebec is now the smart province 😂 who would have thought . This needs to go Canada wide enough Indians … there are too many…
Identity Attack0.25309357
Insult0.0811385
Profanity0.025497584
Threat0.0075083673
Severe Toxicity0.007133484
Low Tox 0.2396185 Low Con 0.257 Identity_Assertion
Nov 25, 2025 Quebec Ends Economic Immigration Program …
The liberals always cause harm to Canadians and the Canadian economy. Every time they get in.
The liberals always cause harm to Canadians and the Canadian economy. Every time they get in.
Identity Attack0.13377325
Insult0.12159709
Profanity0.015147334
Threat0.011275585
Severe Toxicity0.0042915344
Low Tox 0.2396185 Low Con 0.216 Policy_Critique
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
8:57 🤣 Grandpas’s out here shirtless giving interviews about other people not wearing clothes inside their own homes… 🤡
8:57 🤣 Grandpas’s out here shirtless giving interviews about other people not wearing clothes inside their own homes… 🤡
Identity Attack0.014852738
Insult0.0811385
Profanity0.050680235
Threat0.008103873
Severe Toxicity0.006904602
Low Tox 0.2396185 Low Con 0.164
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
We have failed to give orientation to the new comers Simply few manners , holding door for the person behind No pee n poop in the public spaces Please we want Canada 🇨🇦 of 1995
We have failed to give orientation to the new comers Simply few manners , holding door for the person behind No pee n poop in the public spaces Please we want Canada 🇨🇦 of 1995
Identity Attack0.015757138
Insult0.08459369
Profanity0.14225815
Threat0.008181547
Severe Toxicity0.007286072
Low Tox 0.2396185 Constructive 0.53 Policy_Critique
Sep 14, 2025 Why Canadians Are Turning Against …
We do NOT have an immigration problem. We have an unvetted illegal migration PROBLEM. Please don't crucify legal immigrants!!
We do NOT have an immigration problem. We have an unvetted illegal migration PROBLEM. Please don't crucify legal immigrants!!
Identity Attack0.22707681
Insult0.0670459
Profanity0.022696527
Threat0.03373172
Severe Toxicity0.0075149536
Low Tox 0.2396185 Moderate Con 0.448
Aug 31, 2025 3 likes Why Canadians Are Turning Against …
I'm ashamed as an indian national, the least they could do is integrate - I don't find other nationals having the same trend, why just us everywhere!?
I'm ashamed as an indian national, the least they could do is integrate - I don't find other nationals having the same trend, why just us everywhere!?
Identity Attack0.25140062
Insult0.07333439
Profanity0.062454045
Threat0.008466354
Severe Toxicity0.006713867
Low Tox 0.2396185 Constructive 0.604 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Let's all keep voting liberal! Because elbows up, right? So is crime, housing prices, poverty, sickness, government sanctioned suicide. Yep, keep it up liberals and liberal voters.
Let's all keep voting liberal! Because elbows up, right? So is crime, housing prices, poverty, sickness, government sanctioned suicide. Yep, keep it up liberals and liberal voters.
Identity Attack0.10221587
Insult0.089778624
Profanity0.015932998
Threat0.035113025
Severe Toxicity0.00579834
Low Tox 0.2396185 Low Con 0.236 Call_To_Action
Aug 28, 2025 Why Canadians Are Turning Against …
Totally agree , immigrants should comply with what is Canadian and not try to impose your culture where you came from. When one makes a comment about immigrants they accused us racist. However they can …
Totally agree , immigrants should comply with what is Canadian and not try to impose your culture where you came from. When one makes a comment about immigrants they accused us racist. However they can say and do whatever they wish which is not acceptable by all.
Identity Attack0.28034934
Insult0.0816321
Profanity0.01627459
Threat0.006925808
Severe Toxicity0.0051879883
Low Tox 0.2396185 Constructive 0.779 Identity_Assertion
Dec 27, 2025 1 likes Why Canadians Are Turning Against …
Canada’s refugee system is being exploited by fraud and political negligence. Real refugees lose, taxpayers lose, and public trust is destroyed. Stop the scams now.
Canada’s refugee system is being exploited by fraud and political negligence. Real refugees lose, taxpayers lose, and public trust is destroyed. Stop the scams now.
Identity Attack0.06385879
Insult0.16809943
Profanity0.025634222
Threat0.009903334
Severe Toxicity0.004119873
Low Tox 0.2396185 Moderate Con 0.395
Dec 16, 2025 IRCC Names India in Study …
Bruh the immigrants are complaining about the immigrants 😂😂. Omce upon a time canada was harder to get into than the USA.
Bruh the immigrants are complaining about the immigrants 😂😂. Omce upon a time canada was harder to get into than the USA.
Identity Attack0.25647953
Insult0.07555214
Profanity0.02126184
Threat0.006977591
Severe Toxicity0.00459671
Low Tox 0.23812068 Low Con 0.251
Jan 27, 2026 Inside Canada's Indian Invasion...

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.