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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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30,738 comments · Page 488 of 1230
The Canadian government is full of bureaucrats and office workers of Indian origin. They were simply allowed in by their people on the inside and now they won't leave unless hunted down and rounded up …
The Canadian government is full of bureaucrats and office workers of Indian origin. They were simply allowed in by their people on the inside and now they won't leave unless hunted down and rounded up at gunpoint. Even then they will still try to come back here. You cannot underestimate their shiftiness, ability to lie about every detail of themselves, it has to be understood that getting here and getting legal status here is the end goal of their life and almost nothing will stop them! Unless we do! MASS DEPORTATIONS NOW!!!
Identity Attack0.26155844
Insult0.24903896
Profanity0.02836696
Threat0.025789235
Severe Toxicity0.011291504
Low Tox 0.28857216 Moderate Con 0.471
Oct 1, 2025 1 likes IRCC Names India in Study …
Punjab get out
Punjab get out
Identity Attack0.28034934
Insult0.16751462
Profanity0.11354194
Threat0.067232
Severe Toxicity0.019740647
Low Tox 0.28857216 Low Con 0.29 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Who invade canada first : Europeans or african or Indian?
Who invade canada first : Europeans or african or Indian?
Identity Attack0.37082586
Insult0.07428485
Profanity0.024131214
Threat0.014393489
Severe Toxicity0.0118255615
Low Tox 0.28857216 Low Con 0.209 Question
Feb 11, 2026 Inside Canada's Indian Invasion...
I'm waiting 16-18 months for spine MRIs that I'm supposed to have every 6-12months due to severe degeneration of my discs. It's ridiculous. I can't work, social assistance rates are so low that I have …
I'm waiting 16-18 months for spine MRIs that I'm supposed to have every 6-12months due to severe degeneration of my discs. It's ridiculous. I can't work, social assistance rates are so low that I have to cram myself and my kids into a 2-bedroom and even then it's over my max ODSP , actually closer to my full Child tax. Then I gotta pay food/utilities/travel/clothing/
Identity Attack0.0071405866
Insult0.24767025
Profanity0.1184936
Threat0.013165667
Severe Toxicity0.006713867
Low Tox 0.28857216 Constructive 0.673 Personal_Narrative
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
I’m a Canadian that lives in Vancouver and I’m not racist, but there are 10x as many Asian/Indian as there is Canadians the migration problem is outa hand
I’m a Canadian that lives in Vancouver and I’m not racist, but there are 10x as many Asian/Indian as there is Canadians the migration problem is outa hand
Identity Attack0.37361985
Insult0.10587067
Profanity0.031641733
Threat0.007832011
Severe Toxicity0.010528564
Low Tox 0.28857216 Constructive 0.548 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Est-ce que le rassit! les Canadains donnent une excuse pour Pierre Poilieve donnent un levier pour critiquer Carney. Je suis Canadain québécois non séparatiste et que Jésus soit avec vous pour l'éternité amen 😊J'ai travaillé …
Est-ce que le rassit! les Canadains donnent une excuse pour Pierre Poilieve donnent un levier pour critiquer Carney. Je suis Canadain québécois non séparatiste et que Jésus soit avec vous pour l'éternité amen 😊J'ai travaillé avec eux et ils sont à l'heure au travail que bien des Canadains laissent à désiré et il n' ont pas la vision d'une grève pour plus et plus et plus encore 😊seux qui parle comme ça est-ce que vous venez de usa, ont a besoin d'eux j'ai travaillé 37 ans dans le métier imprimeur j'ai mieux avec l'émigrant que ceux qui travaillent juste pour une paye 😊
Identity Attack0.14875233
Insult0.26196828
Profanity0.038906425
Threat0.00823333
Severe Toxicity0.010223389
Low Tox 0.28857216 Constructive 0.533
Sep 8, 2025 Why Canadians Are Turning Against …
Don't sweat people , the state we are in right now it's not a bad governing ,everything was design and decided I think in 1996, and look at the news from around the world, it's …
Don't sweat people , the state we are in right now it's not a bad governing ,everything was design and decided I think in 1996, and look at the news from around the world, it's everywhere ,Europe is completely flooded by immigrants which will never integrate with their culture . Governments don't even want to fix this problem ,those corrupted officials are in fevered of multicultural world without religion and national identity .Without fight and blood on the streets nothing will be changed , I root for Alberta to separate, maybe other provinces will open their eyes then.
Identity Attack0.24150419
Insult0.1935001
Profanity0.0864606
Threat0.029069828
Severe Toxicity0.012962224
Low Tox 0.28674445 Constructive 0.525 Fear_Threat
Aug 28, 2025 Why Canadians Are Turning Against …
for starters who's getting extorted? where did there money come from.. it's known king pin and easy made money like fentenal dealers get extorted heck they said most were start up businesses. ya well thats …
for starters who's getting extorted? where did there money come from.. it's known king pin and easy made money like fentenal dealers get extorted heck they said most were start up businesses. ya well thats how they launder money so wy not try and get in on the dealthey have more licklyhood to pay. and it's gotten bad because these drug dealers are paying
Identity Attack0.015355183
Insult0.24171697
Profanity0.15107171
Threat0.009955117
Severe Toxicity0.0074768066
Low Tox 0.28674445 Moderate Con 0.451 Unverified_Claim
Feb 18, 2026 Canadian immigration officers investigating hundreds …
This is Liberal VOTERS want. Unvetted, unskilled immigrants that are dependent on the taxpayers for LIFE
This is Liberal VOTERS want. Unvetted, unskilled immigrants that are dependent on the taxpayers for LIFE
Identity Attack0.2795294
Insult0.15556364
Profanity0.020442016
Threat0.044278983
Severe Toxicity0.011367798
Low Tox 0.28674445 Low Con 0.18
Nov 29, 2025 How Canada broke its immigration …
Wtf
Wtf
Identity Attack0.0027748393
Insult0.04207976
Profanity0.6001929
Threat0.0059840037
Severe Toxicity0.02453801
Low Tox 0.28674445 Moderate Con 0.494
Jan 8, 2026 3 likes Canada’s new rules in 2026
Indians will do anything to exit India and go to Canada..
Indians will do anything to exit India and go to Canada..
Identity Attack0.36733335
Insult0.07428485
Profanity0.027410502
Threat0.012596053
Severe Toxicity0.00957489
Low Tox 0.28674445 Low Con 0.163 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Whenever I’m feeling down I remember at least I wasn’t born Indian or middle eastern or any race that has that funny accent and then my mood changes all of a sudden
Whenever I’m feeling down I remember at least I wasn’t born Indian or middle eastern or any race that has that funny accent and then my mood changes all of a sudden
Identity Attack0.36702603
Insult0.081261896
Profanity0.10611444
Threat0.009540852
Severe Toxicity0.015157142
Low Tox 0.28674445 Moderate Con 0.444 Identity_Assertion
Jan 29, 2026 3 likes Inside Canada's Indian Invasion...
Being called a Colonizer? You must RESPECT the person calling you names for it to bother you. I don’t respect THOSE PEOPLE they can call me anything they wish. If you went to a zoo, …
Being called a Colonizer? You must RESPECT the person calling you names for it to bother you. I don’t respect THOSE PEOPLE they can call me anything they wish. If you went to a zoo, would you be offended if a Chimp called you a Colonizer??
Identity Attack0.049989145
Insult0.24928534
Profanity0.04792466
Threat0.008945347
Severe Toxicity0.007171631
Low Tox 0.28674445 Constructive 0.501
Aug 26, 2025 Why Canadians Are Turning Against …
Immigration, good for immigrants. Bad for canada😢😢😢
Immigration, good for immigrants. Bad for canada😢😢😢
Identity Attack0.31015682
Insult0.0808917
Profanity0.020100424
Threat0.008815889
Severe Toxicity0.009155273
Low Tox 0.28674445 Moderate Con 0.306
Oct 14, 2025 Inside Canada's Indian Metropolis (Brampton)
this is what karma colonialism must look like so happy to see it is as indian
this is what karma colonialism must look like so happy to see it is as indian
Identity Attack0.2823795
Insult0.08533409
Profanity0.09486605
Threat0.0130621
Severe Toxicity0.015931819
Low Tox 0.28674445 Moderate Con 0.375 Humor_Satire
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Thanks to Trudeau and all the Liberals. Their goal is to turn Canada into a brown and black country. And all you Canadians deserve everything you are getting, because you keep voting for Liberals. So …
Thanks to Trudeau and all the Liberals. Their goal is to turn Canada into a brown and black country. And all you Canadians deserve everything you are getting, because you keep voting for Liberals. So there you go, better go study Hindi before the complete take over.
Identity Attack0.3043136
Insult0.10587067
Profanity0.016172111
Threat0.009799767
Severe Toxicity0.008049011
Low Tox 0.28674445 Low Con 0.156
Sep 19, 2025 11 likes Inside Canada's Indian Metropolis (Brampton)
That fellow on the scooter was a real canadian. Most men his age are brainwashed by our CBC (state funded media)
That fellow on the scooter was a real canadian. Most men his age are brainwashed by our CBC (state funded media)
Identity Attack0.1015541
Insult0.26957804
Profanity0.025087673
Threat0.0068287146
Severe Toxicity0.004787445
Low Tox 0.28674445 Moderate Con 0.328 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
these people get millions of dollars this is stupefying
these people get millions of dollars this is stupefying
Identity Attack0.010951365
Insult0.21602537
Profanity0.104876526
Threat0.008052089
Severe Toxicity0.0059509277
Low Tox 0.28674445 Low Con 0.154 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Liberals destroyed Canada with its illogical and careless immigration policy.
Liberals destroyed Canada with its illogical and careless immigration policy.
Identity Attack0.17769934
Insult0.1935001
Profanity0.01941724
Threat0.011715741
Severe Toxicity0.005455017
Low Tox 0.28674445 Low Con 0.145
Jan 22, 2026 Why Canada’s immigration system has …
I just arrived in Vancouver airport and this pops up and I’m like yeah where are all the white people😭 (It’s barely any btw)
I just arrived in Vancouver airport and this pops up and I’m like yeah where are all the white people😭 (It’s barely any btw)
Identity Attack0.36702603
Insult0.071750276
Profanity0.089370176
Threat0.015429466
Severe Toxicity0.012435913
Low Tox 0.28674445 Moderate Con 0.374
Jan 27, 2026 Inside Canada's Indian Invasion...
Sphincters up, my fellow Canadians, sphincters up.
Sphincters up, my fellow Canadians, sphincters up.
Identity Attack0.20878418
Insult0.19500497
Profanity0.05393682
Threat0.013702838
Severe Toxicity0.011444092
Low Tox 0.28674445 Low Con 0.246 Humor_Satire
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I love the rise of nationalism in this country, you can see it in the comments. Everyone hates these foreigners and wants them out. genuinely can't wait for when the deportations start to kick off. …
I love the rise of nationalism in this country, you can see it in the comments. Everyone hates these foreigners and wants them out. genuinely can't wait for when the deportations start to kick off. We're finally getting to the end of the tunnel it seems
Identity Attack0.30103904
Insult0.0817555
Profanity0.052183274
Threat0.049451493
Severe Toxicity0.011444092
Low Tox 0.28674445 Constructive 0.599 Identity_Assertion
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
As someone who lives in Canada I can confirm at Tim Hortons there are hardly any white employees matter of fact I can even get a job.🤦‍♂️
As someone who lives in Canada I can confirm at Tim Hortons there are hardly any white employees matter of fact I can even get a job.🤦‍♂️
Identity Attack0.36702603
Insult0.081261896
Profanity0.027410502
Threat0.007547205
Severe Toxicity0.007896423
Low Tox 0.28674445 Moderate Con 0.499 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I don’t blame the immigrants, I blame our liberal government because they are the ones who are supposed to control the amount of people coming into the country. If I travel to another country that …
I don’t blame the immigrants, I blame our liberal government because they are the ones who are supposed to control the amount of people coming into the country. If I travel to another country that I want to live in or work in, I need to follow their rules, laws and respect their culture, not trash their country, and change their culture and country to my country. This is what has happened in Canada, too many fn people from India here and they’ve basically taken over everything in the country, again this is not their fault, it’s our own governments fault.
Identity Attack0.2949366
Insult0.16989174
Profanity0.059948977
Threat0.008272167
Severe Toxicity0.010528564
Low Tox 0.28674445 Constructive 0.559
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
You made many videos against India and its culture okay I appreciate it but now make videos about the good things in India and its culture? You won't I guess because you wouldn't get the …
You made many videos against India and its culture okay I appreciate it but now make videos about the good things in India and its culture? You won't I guess because you wouldn't get the reach that you get while showing the badbside of our country and its people
Identity Attack0.22458547
Insult0.0836065
Profanity0.08419759
Threat0.015602129
Severe Toxicity0.011520386
Low Tox 0.28674445 Constructive 0.533 Policy_Critique
Feb 4, 2026 3 likes 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.