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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: "This is ALL over Canada. …" 6,088 comments · Page 151 of 244
AH Canada! From Natives 👉 British & French 👉 Indian 👉 ? ......................... It's a story Stolen Land's Destiny 😂
AH Canada! From Natives 👉 British & French 👉 Indian 👉 ? ......................... It's a story Stolen Land's Destiny 😂
Identity Attack0.10235514
Insult0.06407392
Profanity0.014225035
Threat0.0067963502
Severe Toxicity0.0035476685
Low Tox 0.16098402 Low Con 0.183 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
This is a bigger plan by " elite left " to destory the structure of the country then ,when it is destroyed they can control the population in one swoop ,wake up canada 🇨🇦, trump …
This is a bigger plan by " elite left " to destory the structure of the country then ,when it is destroyed they can control the population in one swoop ,wake up canada 🇨🇦, trump stopped this for america 🇺🇸 and canada there is no one to stop this happening to canada 😢😢😢😢
Identity Attack0.04512853
Insult0.0573046
Profanity0.014156717
Threat0.015947454
Severe Toxicity0.003967285
Low Tox 0.16043124 Moderate Con 0.305 Unverified_Claim
Sep 21, 2025 10 likes Inside Canada's Indian Metropolis (Brampton)
Canada needs to plug this big hole. This student program has messed up Canada and it's social fabric. Stop it now.
Canada needs to plug this big hole. This student program has messed up Canada and it's social fabric. Stop it now.
Identity Attack0.037394293
Insult0.061276767
Profanity0.03615085
Threat0.015256803
Severe Toxicity0.0048446655
Low Tox 0.16043124 Low Con 0.282 Policy_Critique
Oct 1, 2025 2 likes IRCC Names India in Study …
We've been calling it Afbrampistan since i was in highschool. I am almost 39 years old now. 😂 Just Canada's apathy at work.
We've been calling it Afbrampistan since i was in highschool. I am almost 39 years old now. 😂 Just Canada's apathy at work.
Identity Attack0.099072486
Insult0.06739554
Profanity0.018392462
Threat0.006925808
Severe Toxicity0.003376007
Low Tox 0.16043124 Moderate Con 0.474 Humor_Satire
Dec 29, 2025 Inside Canada's Indian Metropolis (Brampton)
March 2nd. When Carney was in India. They asked Carney if they could send 60 million Indians to Canada.😮😂
March 2nd. When Carney was in India. They asked Carney if they could send 60 million Indians to Canada.😮😂
Identity Attack0.1714862
Insult0.0314771
Profanity0.020988565
Threat0.009540852
Severe Toxicity0.0045204163
Low Tox 0.16043124 Low Con 0.2 Unverified_Claim
Mar 2, 2026 LILLEY UNLEASHED: The fall of …
WHY SHOULD CANADA CHANGE FOR THEM... ? ...THEY SHOULD CHANGE TO BE A "CANADIANS " !
WHY SHOULD CANADA CHANGE FOR THEM... ? ...THEY SHOULD CHANGE TO BE A "CANADIANS " !
Identity Attack0.1294935
Insult0.03710241
Profanity0.013849284
Threat0.0074565844
Severe Toxicity0.00541687
Low Tox 0.16043124 Low Con 0.168
Sep 16, 2025 1 likes Why Canadians Are Turning Against …
Canada let in pubjabis from the smallest of villages in Punjab and now all Indians are depicted like this. It’s so sad that Indians in general are scapegoated when it’s the government, particularly IRCC’s fault …
Canada let in pubjabis from the smallest of villages in Punjab and now all Indians are depicted like this. It’s so sad that Indians in general are scapegoated when it’s the government, particularly IRCC’s fault for not adequately enforcing their guidelines or doing their due diligence with who they let into the country.
Identity Attack0.17070955
Insult0.058475737
Profanity0.015386449
Threat0.0075083673
Severe Toxicity0.003528595
Low Tox 0.16043124 Constructive 0.547
Nov 29, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada and Canadians first stop are enemies and send them packing now com on prime minister
Canada and Canadians first stop are enemies and send them packing now com on prime minister
Identity Attack0.06522302
Insult0.05144889
Profanity0.015249812
Threat0.061736204
Severe Toxicity0.0050735474
Low Tox 0.16043124 Low Con 0.161 Call_To_Action
Sep 4, 2025 1 likes Why Canadians Are Turning Against …
Anyone notice all the new commercials on how great Canada is on TV. That’s the liberals trying to focus its voters away from all the corruption being committed behind closed doors. Real Canadians know what …
Anyone notice all the new commercials on how great Canada is on TV. That’s the liberals trying to focus its voters away from all the corruption being committed behind closed doors. Real Canadians know what they are doing 🤬
Identity Attack0.04796442
Insult0.083112895
Profanity0.014464149
Threat0.0066668927
Severe Toxicity0.0025558472
Low Tox 0.16043124 Low Con 0.297 Policy_Critique
Jan 3, 2026 New rules, regulations take effect …
Who needs to visit India when you live in Canada.
Who needs to visit India when you live in Canada.
Identity Attack0.14661247
Insult0.033570543
Profanity0.015181494
Threat0.0065180166
Severe Toxicity0.0039863586
Low Tox 0.16043124 Low Con 0.299 Humor_Satire
Mar 2, 2026 Inside Canada's Indian Invasion...
Your assuming Canada will still be around next year western Canadians are fed up
Your assuming Canada will still be around next year western Canadians are fed up
Identity Attack0.10221587
Insult0.06599696
Profanity0.02208166
Threat0.008052089
Severe Toxicity0.0032234192
Low Tox 0.16043124 Low Con 0.23
Jan 16, 2026 Canada’s new rules in 2026
We need to stop immigration, get a hold of everything, get Canada back to what it was, THEN open up the doors again to a SELECTED few like it used to be. They need to …
We need to stop immigration, get a hold of everything, get Canada back to what it was, THEN open up the doors again to a SELECTED few like it used to be. They need to know English, learn OUR values and beliefs, HAVE MONEY ALREADY, and add to our society, not take from it.
Identity Attack0.1294935
Insult0.033790905
Profanity0.012004685
Threat0.008738215
Severe Toxicity0.0047302246
Low Tox 0.15987846 Moderate Con 0.348
Aug 29, 2025 Why Canadians Are Turning Against …
You know, Brampton even before trudeau was becoming basically little India, and most Canadians just said whatever let them have it, we kinda accepted it. But after trudeau with mass immigration and them taking over …
You know, Brampton even before trudeau was becoming basically little India, and most Canadians just said whatever let them have it, we kinda accepted it. But after trudeau with mass immigration and them taking over other cities its when it became a little too much and started to take over canadian culture. I had a friend visit from the u.s for the very first time, and we did some sight seeing, you know going to places around ontario that tourists would check out, went to niagra falls for the first time in maybe 10 years man it changed. It was 90% Indian people. She noticed it right away but didnt say anything, i said a lot of indians huh? and she said yeah didnt think canada was like this. When you think Canada its always been mulicultural, you just think of all ethnicities and people of different cultures but at the end of the day everyone was Canadian and they assimilated. Now you dont think of a multicultural country you think of an indian country thats changing the canadian culture and way of life and not in a good way. Identity is being taken away and it needs to stop. Canada needs to take notes from Poland before its too late. Poland closed their doors and guess what? economy went up, crime rate went down, people are happier. Canada opened the doors, crime rate shot up, economy crashing, more homelessness then ever and so on. Not saying its specifically Indian people, its the amount coming in and how they adopt canadian culture but instead bring their culture and trye changing the country to fit them rather then fitting in with an already established country and culture.
Identity Attack0.06567776
Insult0.07935401
Profanity0.026590679
Threat0.007353018
Severe Toxicity0.004005432
Low Tox 0.15987846 Constructive 0.758
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Too late. Canada is doomed.
Too late. Canada is doomed.
Identity Attack0.07508347
Insult0.06634661
Profanity0.017094411
Threat0.010731863
Severe Toxicity0.0037002563
Low Tox 0.15987846 Low Con 0.214 Fear_Threat
Oct 17, 2025 IRCC Names India in Study …
India is a commonwealth country the same a Canada. They speak English. This has something to do with immigration from India. It’s interesting to see that immigrants from Poland think they are superior immigrants.
India is a commonwealth country the same a Canada. They speak English. This has something to do with immigration from India. It’s interesting to see that immigrants from Poland think they are superior immigrants.
Identity Attack0.17925262
Insult0.04032305
Profanity0.01442999
Threat0.0064985976
Severe Toxicity0.0029754639
Low Tox 0.15987846 Moderate Con 0.37
Oct 8, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
as a son of immigrants and born in canada, i understand everyones concerns. for all the hard work we've done to assimilate and be accepted, the newer indians have thrown that hard work we've done …
as a son of immigrants and born in canada, i understand everyones concerns. for all the hard work we've done to assimilate and be accepted, the newer indians have thrown that hard work we've done out the window very sad
Identity Attack0.17614605
Insult0.04969218
Profanity0.01805087
Threat0.006912862
Severe Toxicity0.003452301
Low Tox 0.15987846 Constructive 0.767 Personal_Narrative
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
time to stop listening to the apoligists for mass immigrtion, and start listening to the people of Canada. Neo-liberal mass immigration policies have exploited Canadians support for immigration to implement such a broken, destructive immigration …
time to stop listening to the apoligists for mass immigrtion, and start listening to the people of Canada. Neo-liberal mass immigration policies have exploited Canadians support for immigration to implement such a broken, destructive immigration policy that Canadians support for immigration was exhausted and then inverted. This is entirely the fault of the mass immigration zealots who prioritized vast numbers over every rational consideration like housing capacity, healthcare capacity, community safety, and social cohesion, These policies have turned Canada from a society highly supportive of immigration into a society outraged by the utter failure of government to vett immigrants, remove criminals or plan to provide services that correlate with the number of immigrants.
Identity Attack0.06613251
Insult0.0811385
Profanity0.015010698
Threat0.008311004
Severe Toxicity0.0035095215
Low Tox 0.15987846 Constructive 0.599 Policy_Critique
Dec 30, 2025 1 likes Deportations From Canada at Their …
3:50 Fun Fact: Pakistanis have more per capita immigrants in UK,US,Canada than India, and they are preaching about assimilation.
3:50 Fun Fact: Pakistanis have more per capita immigrants in UK,US,Canada than India, and they are preaching about assimilation.
Identity Attack0.18002926
Insult0.031697463
Profanity0.022764845
Threat0.007521313
Severe Toxicity0.004463196
Low Tox 0.15987846 Moderate Con 0.35
Dec 31, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The video shows facts, and it is sad to see people turning Canada into the country they came from (not just India). But funny how the older immigrants totally calling out the more educated and …
The video shows facts, and it is sad to see people turning Canada into the country they came from (not just India). But funny how the older immigrants totally calling out the more educated and recent immigrants for being free loaders, while not realizing the young are paying for your benefits. You worked a minimum wages job and bought landed properties with lunch money, while being the core reason for the housing crises because you "don't want condos or apartments to be build in our single household areas". Hypocrites!!
Identity Attack0.10221587
Insult0.07365121
Profanity0.020646973
Threat0.0072235605
Severe Toxicity0.0044059753
Low Tox 0.15987846 Constructive 0.643 Personal_Narrative
Jan 20, 2026 2 likes Inside Canada's Indian Metropolis (Brampton)
No doubt about it, Canada is for Canadians. If you wanted to, you could deport millions of immigrants, but let's be real about the cost. The Canadian economy, its pensions, its farms, and its health …
No doubt about it, Canada is for Canadians. If you wanted to, you could deport millions of immigrants, but let's be real about the cost. The Canadian economy, its pensions, its farms, and its health sector all rely on immigrants to pay taxes and fill jobs. It's not some big conspiracy about population replacement; it's just about the economy. You can't have one without the other. Canadians aren't the only ones dealing with this. In Asia and Africa, it's a different kind of immigrant, the ones with money who buy up land and property, driving locals out of the market. They're not given an ear either, because money talks. It’s always been about the money and the power, and Canadians should understand that perspective too. The culture or religion of a few bad apples shouldn’t be used to tarnish every immigrant. We do need to do a better job screening people, but it’s not fair to paint everyone with the same brush. In the U.S., Indian immigrants are top earners and incredibly successful, but people still complain that they’re "taking their jobs." So, if an Indian person is a failure, they're a problem. If they're a success, they're still a problem. They can't win. This old colonial mindset is alive and well. It's tough for some people to process that a person of color can outsmart them and rise up by their own bootstrap. But when those same folks go to Asia or Africa, suddenly they feel that old nostalgia and are much more comfortable with the social hierarchy there. It would be ideal if no one had to leave their home country for a better life. When we have more justice in the world for everyone, maybe we won't have to keep having these conversations.
Identity Attack0.11860296
Insult0.056133457
Profanity0.027820412
Threat0.01187109
Severe Toxicity0.004310608
Low Tox 0.15987846 Constructive 0.711 Economic_Argument
Aug 26, 2025 Why Canadians Are Turning Against …
Canada is built on and by immigrants. At some point you were an immigrant unless you're indigenous
Canada is built on and by immigrants. At some point you were an immigrant unless you're indigenous
Identity Attack0.13377325
Insult0.046764325
Profanity0.015523086
Threat0.006265574
Severe Toxicity0.0029945374
Low Tox 0.15932569 Moderate Con 0.401 Moral_Argument
Jun 20, 2025 How Canada broke its immigration …
LOOOL 9:41 - If its easier to live in India why do you come to Canada? To make it harder for others that work and pay taxes? Thank you so much
LOOOL 9:41 - If its easier to live in India why do you come to Canada? To make it harder for others that work and pay taxes? Thank you so much
Identity Attack0.10221587
Insult0.04383647
Profanity0.024199532
Threat0.0066086366
Severe Toxicity0.0051498413
Low Tox 0.1587729 Moderate Con 0.388
Oct 5, 2025 15 likes Inside Canada's Indian Metropolis (Brampton)
Is anyone surprised? Track these people down with their name. Unless that changed and send them back to India. It’s going to be plane loads. Free meal ticket and laughter at Canada has to end. …
Is anyone surprised? Track these people down with their name. Unless that changed and send them back to India. It’s going to be plane loads. Free meal ticket and laughter at Canada has to end. My dad worked 3 jobs and worked everyday until he passed away. No free checks that I heard about growing up.
Identity Attack0.10221587
Insult0.045593183
Profanity0.015693882
Threat0.0287245
Severe Toxicity0.005760193
Low Tox 0.1587729 Constructive 0.56 Unverified_Claim
Oct 1, 2025 IRCC Names India in Study …
Immigration is out of control in Canada. Just too many at once, healthcare cannot support Canadians. No housing for canadians , no housing for Immigrants
Immigration is out of control in Canada. Just too many at once, healthcare cannot support Canadians. No housing for canadians , no housing for Immigrants
Identity Attack0.12735364
Insult0.033460364
Profanity0.011201942
Threat0.0072106146
Severe Toxicity0.0030899048
Low Tox 0.1587729 Moderate Con 0.371 Policy_Critique
Nov 21, 2025 Quebec Ends Economic Immigration Program …
They switched Canada to third world country thanks to liberals government.
They switched Canada to third world country thanks to liberals government.
Identity Attack0.10221587
Insult0.06564732
Profanity0.013712646
Threat0.0063367756
Severe Toxicity0.0030517578
Low Tox 0.1587729 Low Con 0.121
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.