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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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Active: "You can complain about it …" 289 comments · Page 6 of 12
One person Person complaining other person served me first at the butcher shop isn’t that funny that is like when some narrow minded people they put the sign in the restaurant and casino. No Dog …
One person Person complaining other person served me first at the butcher shop isn’t that funny that is like when some narrow minded people they put the sign in the restaurant and casino. No Dog and Indian are not allowed that is the racist is and when the people come from China and India, they charge tax And the other people coming from Europe they can come anytime why thats racist
Identity Attack0.293411
Insult0.25998658
Profanity0.0913099
Threat0.0097738765
Severe Toxicity0.015802706
Moderate 0.3375374 Constructive 0.559 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
Capitalism is the only system that will save all of us. It will root out the complainers and people who blame others. Honestly it is the greatest thing white people have given to the world
Capitalism is the only system that will save all of us. It will root out the complainers and people who blame others. Honestly it is the greatest thing white people have given to the world
Identity Attack0.38208112
Insult0.1087965
Profanity0.10116278
Threat0.025789235
Severe Toxicity0.016319158
Moderate 0.33587718 Moderate Con 0.403 Identity_Assertion
Nov 21, 2025 1 likes Quebec Ends Economic Immigration Program …
immigrants complaining about other immigrants
immigrants complaining about other immigrants
Identity Attack0.38176915
Insult0.12521741
Profanity0.078378424
Threat0.0101363575
Severe Toxicity0.01083374
Moderate 0.33587718 Low Con 0.276 Identity_Assertion
Jan 16, 2026 3 likes Inside Canada's Indian Metropolis (Brampton)
Immigrants complaining about other immigrants
Immigrants complaining about other immigrants
Identity Attack0.37507164
Insult0.11172232
Profanity0.075468846
Threat0.0101363575
Severe Toxicity0.010147095
Moderate 0.32712606 Low Con 0.295
Oct 10, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Canada, a country that does not even have its own native people. It is just Europeans complaining about other immigrants whilst ignoring the Native Americans. Also, most white Canadians here take benefits; therefore, they are …
Canada, a country that does not even have its own native people. It is just Europeans complaining about other immigrants whilst ignoring the Native Americans. Also, most white Canadians here take benefits; therefore, they are not bothered to find a job. Same problem in the UK
Identity Attack0.39677486
Insult0.16195811
Profanity0.020100424
Threat0.006757513
Severe Toxicity0.008087158
Moderate 0.32712606 Moderate Con 0.457
Nov 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Immigrants complaining about other immigrants
Immigrants complaining about other immigrants
Identity Attack0.37507164
Insult0.11172232
Profanity0.075468846
Threat0.0101363575
Severe Toxicity0.010147095
Moderate 0.32712606 Low Con 0.295 Meta_Commentary
Feb 11, 2026 Inside Canada's Indian Invasion...
I used to live there in 1993 it was all white but my friends would complain that after 10 years not a single white kid on the school bus
I used to live there in 1993 it was all white but my friends would complain that after 10 years not a single white kid on the school bus
Identity Attack0.38826546
Insult0.082619295
Profanity0.09324962
Threat0.012803185
Severe Toxicity0.01393057
Moderate 0.32712606 Constructive 0.512 Fear_Threat
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
You know it's bad when even the Indians themselves complain
You know it's bad when even the Indians themselves complain
Identity Attack0.3817989
Insult0.110259406
Profanity0.11539881
Threat0.010783645
Severe Toxicity0.012435913
Moderate 0.3245134 Low Con 0.212 Identity_Assertion
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
Considering that the indigenous Canadians aren't white, and Canadians of European ancestry decided to move from Europe to Canada, why are white Canadians complaining about other immigrants? If you prefer to be among white people, …
Considering that the indigenous Canadians aren't white, and Canadians of European ancestry decided to move from Europe to Canada, why are white Canadians complaining about other immigrants? If you prefer to be among white people, wouldn't you move to Europe?
Identity Attack0.40158966
Insult0.08434689
Profanity0.02522431
Threat0.007327127
Severe Toxicity0.008392334
Moderate 0.32236105 Moderate Con 0.428 Moral_Argument
Oct 2, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I live here , no mention of the violence between the Sikh and Hindu groups (even parking lot riots) and the religious stuff put in the creeks and the Credit river and rooming houses generally …
I live here , no mention of the violence between the Sikh and Hindu groups (even parking lot riots) and the religious stuff put in the creeks and the Credit river and rooming houses generally do not allow cooking so trash from takeout every where they eat while walking home and throw it beside the sidewalks and in 30 minutes I could drive you by dozens of food trucks near bus stops and now the highest car insurance in Canada I have Indian friends and neighbors who complain about it
Identity Attack0.36702603
Insult0.23237456
Profanity0.032894265
Threat0.012803185
Severe Toxicity0.012435913
Moderate 0.32182294 Constructive 0.687 Personal_Narrative
Dec 7, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Isn't canada white occupied country on blood of native canadians so finally truth is no one is illegal from stolen land....karma came back to them that's it nothing else you have right to complain when …
Isn't canada white occupied country on blood of native canadians so finally truth is no one is illegal from stolen land....karma came back to them that's it nothing else you have right to complain when you are natives if you're not don't cry
Identity Attack0.36702603
Insult0.16795322
Profanity0.030639706
Threat0.011819307
Severe Toxicity0.0128976675
Moderate 0.32182294 Moderate Con 0.462
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Immigrant complaining about immigration 😂😂😂. Btw current immigration is not as brutal as previous were.
Immigrant complaining about immigration 😂😂😂. Btw current immigration is not as brutal as previous were.
Identity Attack0.36702603
Insult0.09855611
Profanity0.038154904
Threat0.012596053
Severe Toxicity0.010604858
Moderate 0.32128486 Low Con 0.282 Humor_Satire
Jan 25, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
If you want diversity, bring people from all over the world. If you want Indians, bring Indians from all over India. Then where are the Northeast Indians? Where are the Bengalis? Where are the South …
If you want diversity, bring people from all over the world. If you want Indians, bring Indians from all over India. Then where are the Northeast Indians? Where are the Bengalis? Where are the South Indians? Where are even the North Indians? You bring only Punjabis; you exclusively bring rural, uneducated Punjabis, who aren't even 1% of the Indian population, for vote bank purposes. Then you complain about Indians. Whose fault is that?
Identity Attack0.37879246
Insult0.16853803
Profanity0.034146797
Threat0.009851551
Severe Toxicity0.01322045
Moderate 0.31963667 Moderate Con 0.436
Nov 28, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I don’t see any aboriginal Canadian complaining but Immigrants complaining about other immigrants which is rich 😂 You don’t expect Indians to live like swedes or french do you ?
I don’t see any aboriginal Canadian complaining but Immigrants complaining about other immigrants which is rich 😂 You don’t expect Indians to live like swedes or french do you ?
Identity Attack0.3817989
Insult0.15414265
Profanity0.024609445
Threat0.0066733654
Severe Toxicity0.008392334
Moderate 0.3140926 Moderate Con 0.377
Oct 2, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Emigrants ( Dutch, Portug., Pakst etc) complain about new emigrants. LOL
Emigrants ( Dutch, Portug., Pakst etc) complain about new emigrants. LOL
Identity Attack0.36942887
Insult0.12159709
Profanity0.09001675
Threat0.009126588
Severe Toxicity0.017610285
Moderate 0.3127066 Low Con 0.251
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
very ironic, "We need to reconcile with indigenous people! We were so racist! We learned from our mistakes!"- Canadians it's also very ironic when racists complain about assimilation because; what indians are doing is the …
very ironic, "We need to reconcile with indigenous people! We were so racist! We learned from our mistakes!"- Canadians it's also very ironic when racists complain about assimilation because; what indians are doing is the most canadian thing they could do, show up assert their culture spread politics from their own country and be polite. Just like with indigenous people
Identity Attack0.36598656
Insult0.1798321
Profanity0.02023706
Threat0.0066086366
Severe Toxicity0.007247925
Moderate 0.30993456 Constructive 0.584 Humor_Satire
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
a few years back Brampton had a mayoral election and one of the people running was this guy John Sprovieri and he received and email complaining that a white man should not even be running …
a few years back Brampton had a mayoral election and one of the people running was this guy John Sprovieri and he received and email complaining that a white man should not even be running because white people no longer have any business planning Bramptons future. He replied saying that people of all backgrounds want to come because of what white people built" he was sanctioned by the government for that comment and he was touted as a racist from then on. No comment was made about the indian woman who said white people shouldn't be allowed in the government in a Canadian city anymore. Last time I was in Brampton I was told to go back to my own country because I asked a group of indians who were playing indian music from concert volume speakers in a residential area at 1 am to turn it off. I don't think you captured a small fraction of how bad it is in Brampton.
Identity Attack0.3758158
Insult0.16853803
Profanity0.058445938
Threat0.013165667
Severe Toxicity0.0104522705
Moderate 0.3057765 Constructive 0.707 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
As an indian living in canada im going to say this punjabis are not living in brampton because it feels like home most of them come to canada to flex and probably because the city …
As an indian living in canada im going to say this punjabis are not living in brampton because it feels like home most of them come to canada to flex and probably because the city is swamped with their people so they don’t have to communicate in english, i cant even count the number of times these people have talked to me punjabi while i tell them i don’t speak punjabi and they start getting offended ask me why i dont , like bro I’m from a different part of india , why don’t you speak my mother tongue or english to begin with , also the flexing culture they have is crazy , all i want to say is if you don’t know how to communicate in a language and still move to that country and complain you don’t have enough opportunities in your country you might be at fault not your country nor the new one that you moved into,most of them don’t even have papers , want a separate country for themselves, lack the skills and yet they are living like this, blame the government who let this happen not the rest of us.
Identity Attack0.30256465
Insult0.17486192
Profanity0.12286829
Threat0.016120117
Severe Toxicity0.01935331
Moderate 0.3048984 Constructive 0.585 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
I find it funny that immigrants, are complaining about other immigrants 😂.
I find it funny that immigrants, are complaining about other immigrants 😂.
Identity Attack0.34000012
Insult0.11172232
Profanity0.041661996
Threat0.0073918556
Severe Toxicity0.007019043
Moderate 0.30319387 Moderate Con 0.379 Humor_Satire
Oct 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Look, nobody said that Chinatown, SF was supposed to be European or that Manilatown, Vancouver to be white. Brampton is a Little India, and you can complain all you want... once you show the proof …
Look, nobody said that Chinatown, SF was supposed to be European or that Manilatown, Vancouver to be white. Brampton is a Little India, and you can complain all you want... once you show the proof that you entered with your Inuit Visa, oh wait they were killed by you and yet you complain when legal immigrants come. They contribute to the culture of Vancouver, Toronto but you just love to point out Brampton when 0.01% have even seen the place, let alone lived there.
Identity Attack0.33352965
Insult0.11978693
Profanity0.026454043
Threat0.054947287
Severe Toxicity0.012435913
Moderate 0.30136615 Constructive 0.631 Moral_Argument
Feb 17, 2026 Inside Canada's Indian Metropolis (Brampton)
I like the how the shirtless guy is complaining about his neighbors walking around naked in their house. Lead by example and put on a shirt.
I like the how the shirtless guy is complaining about his neighbors walking around naked in their house. Lead by example and put on a shirt.
Identity Attack0.019877186
Insult0.15769513
Profanity0.098377466
Threat0.011741633
Severe Toxicity0.008354187
Low Tox 0.29953843 Moderate Con 0.435 Humor_Satire
Sep 19, 2025 406 likes Inside Canada's Indian Metropolis (Brampton)
Complaining about birth rates? When injecting their population with an experimental jab that affects women's cycles? When we keep GMO's and their pesticides/herbicides. No no, I think there's a group of very racist people that …
Complaining about birth rates? When injecting their population with an experimental jab that affects women's cycles? When we keep GMO's and their pesticides/herbicides. No no, I think there's a group of very racist people that are purposely destroying every single first world country because they want total control.
Identity Attack0.23770751
Insult0.16846494
Profanity0.030639706
Threat0.0287245
Severe Toxicity0.010299683
Low Tox 0.29953843 Moderate Con 0.444 Unverified_Claim
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Europeans complaining that indians took their land while forgetting that they took this land from (native) indians. PS: im not an indian, just stating the bitter truth
Europeans complaining that indians took their land while forgetting that they took this land from (native) indians. PS: im not an indian, just stating the bitter truth
Identity Attack0.36702603
Insult0.081508696
Profanity0.08322773
Threat0.01238892
Severe Toxicity0.012283325
Low Tox 0.29405528 Moderate Con 0.391 Moral_Argument
Sep 18, 2025 28 likes Inside Canada's Indian Metropolis (Brampton)
Countries built on immigrants, full of immigrants, complaining about immigrants 😂
Countries built on immigrants, full of immigrants, complaining about immigrants 😂
Identity Attack0.2846865
Insult0.11464815
Profanity0.025497584
Threat0.0072235605
Severe Toxicity0.007095337
Low Tox 0.2922276 Low Con 0.197 Humor_Satire
Feb 16, 2026 4 likes Inside Canada's Indian Invasion...
There's many Canadians who are born and raised here and are thoroughly Canadian who aren't white, so I don't know why people think Canadians are just White and that just white people are complaining. Canadians …
There's many Canadians who are born and raised here and are thoroughly Canadian who aren't white, so I don't know why people think Canadians are just White and that just white people are complaining. Canadians are complaining that our culture is disappearing
Identity Attack0.3817989
Insult0.08030447
Profanity0.02836696
Threat0.008427517
Severe Toxicity0.008163452
Low Tox 0.29039988 Constructive 0.663 Identity_Assertion
Aug 26, 2025 1 likes Why Canadians Are Turning Against …

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.