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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: "This is all of canada, …" 6,088 comments · Page 116 of 244
Know that so many people in Canada will not speak English and are immigrants if you don’t speak English then go back to your country we don’t need organizations of India here or any other …
Know that so many people in Canada will not speak English and are immigrants if you don’t speak English then go back to your country we don’t need organizations of India here or any other language we have to stand firm like sir John a McDonald said
Identity Attack0.27875587
Insult0.082372494
Profanity0.015967157
Threat0.008026198
Severe Toxicity0.008239746
Low Tox 0.25462922 Constructive 0.51
Aug 29, 2025 Why Canadians Are Turning Against …
It's a race to see whether Canada becomes ruled by Indians or the Chinese.
It's a race to see whether Canada becomes ruled by Indians or the Chinese.
Identity Attack0.31892163
Insult0.071116626
Profanity0.025087673
Threat0.008336896
Severe Toxicity0.0066375732
Low Tox 0.25462922 Low Con 0.089 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
For all 10 or 20 million people in Canada there are 1500 million in India. Apparently we are doing well. We will better of without this Canadian asylum scam (drugs/ human trafficking business) and student …
For all 10 or 20 million people in Canada there are 1500 million in India. Apparently we are doing well. We will better of without this Canadian asylum scam (drugs/ human trafficking business) and student visa scam. The so called Indian student (black T shirt , beared) in Brampton did not appeared to be well educated. (English) So in effect he was paying ransom of 8K masqueraded as education fees to have right to work in Brampton .
Identity Attack0.27798235
Insult0.15769513
Profanity0.020783609
Threat0.00746953
Severe Toxicity0.00705719
Low Tox 0.25462922 Constructive 0.637
Nov 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada-ni-stan
Canada-ni-stan
Identity Attack0.28034934
Insult0.10148193
Profanity0.0887236
Threat0.009437286
Severe Toxicity0.013607788
Low Tox 0.25462922 Moderate Con 0.329 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Dude, I live in Canada and I can tell you it’s much worse. Nobody likes talking about this!!
Dude, I live in Canada and I can tell you it’s much worse. Nobody likes talking about this!!
Identity Attack0.17614605
Insult0.083359696
Profanity0.03489832
Threat0.007832011
Severe Toxicity0.005340576
Low Tox 0.25462922 Moderate Con 0.469 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
What a disgrace to Canada and its history.
What a disgrace to Canada and its history.
Identity Attack0.084182754
Insult0.17734702
Profanity0.015454767
Threat0.0072882893
Severe Toxicity0.004425049
Low Tox 0.25462922 Low Con 0.299
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada PM has deal with India Modi to use and abuse students as needed. Many other countries would get rejected while Indian would get access to Canada while colleges and universities exploit them as needed.
Canada PM has deal with India Modi to use and abuse students as needed. Many other countries would get rejected while Indian would get access to Canada while colleges and universities exploit them as needed.
Identity Attack0.27662867
Insult0.08582769
Profanity0.019075647
Threat0.03649433
Severe Toxicity0.008163452
Low Tox 0.25462922 Moderate Con 0.33
Sep 29, 2025 IRCC Names India in Study …
Main culprit here are the Agents/lawyers who tried to convince an applicant that by using loop hole in the system, they can get every crook in Canada, this is what the problem is, there should …
Main culprit here are the Agents/lawyers who tried to convince an applicant that by using loop hole in the system, they can get every crook in Canada, this is what the problem is, there should be a permanent banned and jail time for any person who is legally misleading or helping to circumvent the system which resulting in flood of illegals in the country.
Identity Attack0.10221587
Insult0.24630153
Profanity0.028776871
Threat0.0113014765
Severe Toxicity0.0049972534
Low Tox 0.25462922 Moderate Con 0.433 Policy_Critique
Nov 20, 2025 274 likes Quebec Ends Economic Immigration Program …
I cam to Canada 43 years ago I went to school here I grow I had kids here Canada was a complete different country these Indians came and changed our Canadian culture they have no …
I cam to Canada 43 years ago I went to school here I grow I had kids here Canada was a complete different country these Indians came and changed our Canadian culture they have no respect or manners something really needs to done thank you
Identity Attack0.2949366
Insult0.086852804
Profanity0.022286616
Threat0.007819066
Severe Toxicity0.010223389
Low Tox 0.25462922 Constructive 0.617 Identity_Assertion
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
Canada is a dumpster fire under the Libs. There is no hope for redemption as a majority of the Canadian electorate keeps putting the LIbs in power.
Canada is a dumpster fire under the Libs. There is no hope for redemption as a majority of the Canadian electorate keeps putting the LIbs in power.
Identity Attack0.10221587
Insult0.21135417
Profanity0.023243073
Threat0.009540852
Severe Toxicity0.00541687
Low Tox 0.25462922 Low Con 0.188 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
If the liberal government was bringing in engineers and doctors and their families, it'd be one thing.But they're not, they're shipping in criminals from other countries.These other countries are emptying their jails of the criminals.And …
If the liberal government was bringing in engineers and doctors and their families, it'd be one thing.But they're not, they're shipping in criminals from other countries.These other countries are emptying their jails of the criminals.And bringing them the canada and the liberals don't care as long as they vote for them.And cheat in the election, that's the bottom line!
Identity Attack0.08831879
Insult0.21368977
Profanity0.017572641
Threat0.009463178
Severe Toxicity0.004749298
Low Tox 0.25462922 Moderate Con 0.306 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
"In India, life is easier for us. In India, if one person works and earns, the whole family can eat. Here, everyone has to work". Well said, Indian guy. But, if you don't like Canada, …
"In India, life is easier for us. In India, if one person works and earns, the whole family can eat. Here, everyone has to work". Well said, Indian guy. But, if you don't like Canada, because they force you to work, why don't you go back to India?
Identity Attack0.29798782
Insult0.06826523
Profanity0.016479544
Threat0.0078449575
Severe Toxicity0.0065231323
Low Tox 0.25462922 Constructive 0.66
Oct 6, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The agruments are weak. The first settlers who left europe to settle in US was for economical and religious reasons. People should give up their food, personal values, language when they settle in north america? …
The agruments are weak. The first settlers who left europe to settle in US was for economical and religious reasons. People should give up their food, personal values, language when they settle in north america? Well I guess you cannot eat any Jamaican food again. In new york people still are proud of their italian and irish heritage. The problem with Canada is you flooding your country way too fast with immigrants.
Identity Attack0.28034934
Insult0.08582769
Profanity0.015147334
Threat0.007521313
Severe Toxicity0.005264282
Low Tox 0.25462922 Constructive 0.629
Aug 25, 2025 8 likes Why Canadians Are Turning Against …
Save Canada from falling into Indian hand before it's too late forget about eating steak and speaking your english
Save Canada from falling into Indian hand before it's too late forget about eating steak and speaking your english
Identity Attack0.27759558
Insult0.08582769
Profanity0.01627459
Threat0.007974415
Severe Toxicity0.0062561035
Low Tox 0.25462922 Low Con 0.194
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Indian enter in Canada proper channel with government permission What about refugees 😂😂
Indian enter in Canada proper channel with government permission What about refugees 😂😂
Identity Attack0.2869935
Insult0.06722072
Profanity0.023721304
Threat0.00713294
Severe Toxicity0.006980896
Low Tox 0.25462922 Low Con 0.182 Question
Feb 24, 2026 Inside Canada's Indian Invasion...
Jam Can your statement on migrating and leaving your culture at the door makes no sense. The white man migrated to Canada and is still trying to change the native Indians way of life. Canada …
Jam Can your statement on migrating and leaving your culture at the door makes no sense. The white man migrated to Canada and is still trying to change the native Indians way of life. Canada was spell with a K they changed it to a C
Identity Attack0.28034934
Insult0.07872037
Profanity0.022696527
Threat0.0071588317
Severe Toxicity0.0064468384
Low Tox 0.25462922 Constructive 0.59
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Canada is formed from mass immigration peroid
Canada is formed from mass immigration peroid
Identity Attack0.22707681
Insult0.09563028
Profanity0.03389629
Threat0.008505191
Severe Toxicity0.0073623657
Low Tox 0.25462922 Low Con 0.25 Comparative_Framing
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
San Francisco gets red state homeless. Canada gets illegal immigrants fleeing Trump.
San Francisco gets red state homeless. Canada gets illegal immigrants fleeing Trump.
Identity Attack0.20680901
Insult0.09416737
Profanity0.015625564
Threat0.009204263
Severe Toxicity0.0048828125
Low Tox 0.25462922 Low Con 0.146 Comparative_Framing
Jul 10, 2025 1 likes How Canada broke its immigration …
There is no Canadian culture, what is the typical food of Canada, what are the typical dances of Canada, what are the historical monuments of Canada? It is a new country, the architecture is the …
There is no Canadian culture, what is the typical food of Canada, what are the typical dances of Canada, what are the historical monuments of Canada? It is a new country, the architecture is the same as that of the US. And in Canada, immigrants are segregated: Hispanics marry Hispanics, Muslims marry Muslims, whites marry whites. The only thing we share is a table at Tim Hortons, a line at McDonald's, or an elevator in the building.
Identity Attack0.33675182
Insult0.06354945
Profanity0.014190876
Threat0.007417747
Severe Toxicity0.0063705444
Low Tox 0.25462922 Constructive 0.508
Aug 26, 2025 Why Canadians Are Turning Against …
Canadian educational institution created this problem cheating Indian student by taking their money and bring them in Canada. I say refund these Indian students with interest and return them bank to India. Problem solved.
Canadian educational institution created this problem cheating Indian student by taking their money and bring them in Canada. I say refund these Indian students with interest and return them bank to India. Problem solved.
Identity Attack0.2839175
Insult0.0813853
Profanity0.018529098
Threat0.00948907
Severe Toxicity0.0063323975
Low Tox 0.25462922 Moderate Con 0.403
Sep 28, 2025 10 likes IRCC Names India in Study …
You're not a native from Canada too brochacho 🥀
You're not a native from Canada too brochacho 🥀
Identity Attack0.1035157
Insult0.17858955
Profanity0.04141149
Threat0.0063367756
Severe Toxicity0.0064468384
Low Tox 0.25462922 Low Con 0.278 Identity_Assertion
Feb 11, 2026 Inside Canada's Indian Invasion...
I wish. Half of population of india move to. Canada and US. 😅
I wish. Half of population of india move to. Canada and US. 😅
Identity Attack0.28883415
Insult0.06564732
Profanity0.028230323
Threat0.012181788
Severe Toxicity0.009994507
Low Tox 0.25462922 Moderate Con 0.317 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
I watched a video on CBC channel, they have the comments closed so they can massively shill for the invaders who flooded Canada, to stay in Canada. I was never in the large group of …
I watched a video on CBC channel, they have the comments closed so they can massively shill for the invaders who flooded Canada, to stay in Canada. I was never in the large group of people asking for CBC to be defunded, now I'll pray for it everyday. CBC is a highly anti Canadians television.
Identity Attack0.24462871
Insult0.123407245
Profanity0.016889455
Threat0.009540852
Severe Toxicity0.005607605
Low Tox 0.25462922 Constructive 0.516 Fear_Threat
Jan 16, 2026 2.9 million Canadian temporary visas …
What the ledt is doing to your community, they ruined UK, france, canada qnd now spain is being destroyed by the left too
What the ledt is doing to your community, they ruined UK, france, canada qnd now spain is being destroyed by the left too
Identity Attack0.13377325
Insult0.08582769
Profanity0.02522431
Threat0.051067904
Severe Toxicity0.00667572
Low Tox 0.25462922 Low Con 0.3 Fear_Threat
Mar 2, 2026 Inside Canada's Indian Invasion...
Indians have been in Canada for a very long time. Many came from Punjabi closer to colonial times. The racism in the comments is inexcusable. People of all different backgrounds commit crimes , public nuisances, …
Indians have been in Canada for a very long time. Many came from Punjabi closer to colonial times. The racism in the comments is inexcusable. People of all different backgrounds commit crimes , public nuisances, etc. and the complaining of dominating every industry? I’m not sure what angle that is. Maybe the other groups should do better at dominating industries or advocate for businesses to hire other Canadians (equal opportunity employment). And the whole “ cow poop video” Tyler posted is one village in India ; which of course makes Indians collectively look bad and gives way for many of you in the comments to continually perpetuate this idea that Indians are sub-human. And Tyler, word of advice, if you’re going to show parts of the Indian community and Hinduism religion in Canada — at least learn to pronounce words correctly so you don’t sound like a complete idiot.
Identity Attack0.21075934
Insult0.16124763
Profanity0.05268429
Threat0.009359611
Severe Toxicity0.0077819824
Low Tox 0.25462922 Constructive 0.677 Moral_Argument
Jan 28, 2026 1 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.