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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: "Could this be about the …" 411 comments · Page 5 of 17
When he said Punjab, you showed a street with trash, you are just a hater. There are many streets of USA and Canada or others countries where you could find trash on street but you …
When he said Punjab, you showed a street with trash, you are just a hater. There are many streets of USA and Canada or others countries where you could find trash on street but you won’t show that.
Identity Attack0.08252834
Insult0.40243408
Profanity0.049427703
Threat0.007598988
Severe Toxicity0.007133484
Moderate 0.37340668 Low Con 0.275 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
They’re bad drivers by birth lol…and I have had more Indian expats ask me to sign off on their court ordered community service that’s it’s not even funny! They all had DUI’s and they ALL …
They’re bad drivers by birth lol…and I have had more Indian expats ask me to sign off on their court ordered community service that’s it’s not even funny! They all had DUI’s and they ALL asked me if they could pay me cash for my signing off on their hours…I work for my CHURCH! No!
Identity Attack0.34649673
Insult0.28997475
Profanity0.0935729
Threat0.008531082
Severe Toxicity0.015479924
Moderate 0.3722269 Moderate Con 0.5 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Pls do a video on Australias corruption. Our people are quite blind and could use a poppin video. Australia is an untapped gold mine for corruption journalism
Pls do a video on Australias corruption. Our people are quite blind and could use a poppin video. Australia is an untapped gold mine for corruption journalism
Identity Attack0.34649673
Insult0.2817503
Profanity0.09324962
Threat0.019228047
Severe Toxicity0.015609037
Moderate 0.3722269 Moderate Con 0.446 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
1. The PROBLEM is WHO Canada lets in! ANYONE that has applied for Asylum, should be rounded up and deported, many of them were DENIED Asylum by the U.S. and other countries because they have …
1. The PROBLEM is WHO Canada lets in! ANYONE that has applied for Asylum, should be rounded up and deported, many of them were DENIED Asylum by the U.S. and other countries because they have ties to Terrorist or Criminal Organizations! (I could post a List of Known Terrorist Groups Operating in Canada, Most are from Muslim countries, India, Pakistan, and Palestine!) 2. Any Immigrant that REFUSE to comply with Canadian Laws needs to be Deported! (Example: Not having to wear motorcycle helmets for "Religious reasons" and that kind of stuff!) 3. If an Immigrant commits a crime it is INSTANT DEPORTATION, never to be allowed Entry Again! (including any and all members of their Families!) 4. Canada needs to STOP subsidizing these Immigrants PAY! You want to come to work, Fine You EARN your ENTIRE Pay Check like everyone else does! (I know at least ONE Employer that is Scamming part of the Subsidy for themselves instead of paying workers what they are supposed to pay them! I am sure there are others!) 5. If you throw a protest for a Known Terror group, INSTANT Deportation!
Identity Attack0.38699543
Insult0.25800487
Profanity0.036651865
Threat0.050098058
Severe Toxicity0.02258113
Moderate 0.36867723 Constructive 0.554
Sep 1, 2025 1 likes Why Canadians Are Turning Against …
Indians could be no 1 in fraud
Indians could be no 1 in fraud
Identity Attack0.40447855
Insult0.24171697
Profanity0.10920923
Threat0.010369381
Severe Toxicity0.019095084
Moderate 0.3666224 Low Con 0.214 Unverified_Claim
Sep 29, 2025 IRCC Names India in Study …
You could’ve blurred his face mane
You could’ve blurred his face mane
Identity Attack0.012641981
Insult0.15236975
Profanity0.22723788
Threat0.18913531
Severe Toxicity0.021419114
Moderate 0.3666224 Low Con 0.277
Jan 27, 2026 Inside Canada's Indian Invasion...
It's hard for Carney to soar with the eagles when he's surrounded by turkeys, retreads, incompetents and Liberals clearly in over their depth. Are they not even utilizing all these consultants we're being billed for …
It's hard for Carney to soar with the eagles when he's surrounded by turkeys, retreads, incompetents and Liberals clearly in over their depth. Are they not even utilizing all these consultants we're being billed for ? I'd say put Sean Fraser in, he's got good hair, but he's already botched the immigration file once. You three pundits are right on the money with all your points. In the spirit of cooperation why doesn't Carney just put Michelle into the portfolio ? These Liberals are botching everything they touch. In an ideal world Carney should cross the floor, become the Conservative's lead Trump negotiator and we could dump the rest of the Liberal party in recycling, where the vast majority of them belong....including you Fanjoy
Identity Attack0.23239216
Insult0.40243408
Profanity0.051431753
Threat0.009722093
Severe Toxicity0.010299683
Moderate 0.3625127 Constructive 0.546 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
The effects on trucking that widespread Indian mass immigration could fill a whole video and that Polish guy only touched on the license sharing lol
The effects on trucking that widespread Indian mass immigration could fill a whole video and that Polish guy only touched on the license sharing lol
Identity Attack0.37953663
Insult0.16551061
Profanity0.17008601
Threat0.046218675
Severe Toxicity0.023076924
Moderate 0.36095104 Low Con 0.26 Unverified_Claim
Jan 14, 2026 Inside Canada's Indian Metropolis (Brampton)
I dunno but calling a whole continent low intelligent is crazy. I could care less of what is happening but ya'all should stop insulting everyone in Africa
I dunno but calling a whole continent low intelligent is crazy. I could care less of what is happening but ya'all should stop insulting everyone in Africa
Identity Attack0.29035977
Insult0.26196828
Profanity0.2258264
Threat0.011249693
Severe Toxicity0.014382465
Moderate 0.36095104 Moderate Con 0.443 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
You my Canadian friends have dodged a bullet it could have been Pakistanis
You my Canadian friends have dodged a bullet it could have been Pakistanis
Identity Attack0.3817989
Insult0.15236975
Profanity0.057443913
Threat0.26849106
Severe Toxicity0.022452017
Moderate 0.36095104 Moderate Con 0.372 Identity_Assertion
Dec 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Im tired of being hit almost every day on my ebike every day. Literally got hit on friday by one in edmonton and I have to taxi and we all know taxi drivers are indian …
Im tired of being hit almost every day on my ebike every day. Literally got hit on friday by one in edmonton and I have to taxi and we all know taxi drivers are indian and they are some of the worst drivers I dont how they come to canada get there license and how they come to our country and our eay richer than us white people the government helped them way too much while they dont help the people that lived here there whole lives. We got to struggle and watch these people that just move here and way more richer than us and pisses me off. We just keep getting flooded with more and more. I could ramble all day about it but its becoming a joke
Identity Attack0.3817989
Insult0.2659317
Profanity0.12220735
Threat0.13127698
Severe Toxicity0.020386212
Moderate 0.36095104 Constructive 0.563 Personal_Narrative
Feb 25, 2026 Inside Canada's Indian Invasion...
Better investigation job than what the RCMP could do. Keep voting Liberal, clueless Canadians👌
Better investigation job than what the RCMP could do. Keep voting Liberal, clueless Canadians👌
Identity Attack0.29188538
Insult0.36798462
Profanity0.024404489
Threat0.007793174
Severe Toxicity0.009765625
Moderate 0.36095104 Low Con 0.145 Policy_Critique
Feb 26, 2026 Inside Canada's Indian Invasion...
tbh could be worse, you could have doctors and engineers from africa or jews from new york, atleast the indians actually work.
tbh could be worse, you could have doctors and engineers from africa or jews from new york, atleast the indians actually work.
Identity Attack0.43896464
Insult0.13607834
Profanity0.17752954
Threat0.011120236
Severe Toxicity0.02167734
Moderate 0.36043653 Low Con 0.15
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
If families could afford groceries we wouldn’t need crappy school food programmes
If families could afford groceries we wouldn’t need crappy school food programmes
Identity Attack0.02037963
Insult0.34032786
Profanity0.2317999
Threat0.0067834044
Severe Toxicity0.008239746
Moderate 0.3561489 Low Con 0.214 Economic_Argument
Jan 16, 2026 Canada’s new rules in 2026
Why is ICE shooting US citizens when they could be going after these human traffickers ?
Why is ICE shooting US citizens when they could be going after these human traffickers ?
Identity Attack0.10221587
Insult0.24928534
Profanity0.064458095
Threat0.34804323
Severe Toxicity0.017997624
Moderate 0.35186127 Low Con 0.232 Question
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
This story could be based on any city in Australia as well, Indians are pouring into our country like an endless freight train. The political agenda in White countries (for some reason I can't fathom) …
This story could be based on any city in Australia as well, Indians are pouring into our country like an endless freight train. The political agenda in White countries (for some reason I can't fathom) is to destroy our race & culture. Swamping your country with foreigners from a different culture and race goes against every internal instinct a normal person would have to protect their family, race or tribe to survive in its identifiable form. Japanese people live in Japan, Chinese people in China, Germans in Germany; this is how the world should be. Otherwise, with untapped migration, no country will be identifiable by its roots or culture, which is the real tragedy, because what makes countries in the world different is what makes the world such an interesting and unique place.
Identity Attack0.41975367
Insult0.18480228
Profanity0.104876526
Threat0.0347677
Severe Toxicity0.021548226
Moderate 0.34757367 Constructive 0.647
Nov 19, 2025 Inside Canada's Indian Metropolis (Brampton)
They worship a monkey, sooo ...... The guy speaking on intelligence and mental ability "could" have a valid point!
They worship a monkey, sooo ...... The guy speaking on intelligence and mental ability "could" have a valid point!
Identity Attack0.011469335
Insult0.36709076
Profanity0.04867618
Threat0.006815769
Severe Toxicity0.0064086914
Moderate 0.3389984 Low Con 0.187 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Indians have been flooding Canada since Trudope began deliberate, widespread gerrymandering. Literally millions have come, some legal, some not. The liberals don’t care, as their woke BS policies aim to eventually legalise the illegals anyway. …
Indians have been flooding Canada since Trudope began deliberate, widespread gerrymandering. Literally millions have come, some legal, some not. The liberals don’t care, as their woke BS policies aim to eventually legalise the illegals anyway. Generations of true Canadians worked, struggled, settled, overcame even died just to hand the country over to heterogeneous minorities with nothing in common with nor loyalty to Canada or its people. All so the liberals could steal power and turn Canada in to a 1 party nation. Disgusting…
Identity Attack0.35624164
Insult0.27558193
Profanity0.09551262
Threat0.0130621
Severe Toxicity0.015157142
Moderate 0.3389984 Moderate Con 0.377 Unverified_Claim
Jan 2, 2026 IRCC Names India in Study …
Could be worse… they could have Somalians instead of Indians….😂
Could be worse… they could have Somalians instead of Indians….😂
Identity Attack0.43256098
Insult0.09416737
Profanity0.06746418
Threat0.013476364
Severe Toxicity0.016060932
Moderate 0.3389984 Low Con 0.13 Humor_Satire
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
This is a business; to let in thousands of 'refugees' and then deport them. The lawyers, agencies and judges made more than $78 million dollars. This money could be used to solve the homeless crisis …
This is a business; to let in thousands of 'refugees' and then deport them. The lawyers, agencies and judges made more than $78 million dollars. This money could be used to solve the homeless crisis or help poor families in Canada, but instead we are funding the corrupt government.
Identity Attack0.10221587
Insult0.36193377
Profanity0.021876704
Threat0.009204263
Severe Toxicity0.00541687
Moderate 0.3389984 Moderate Con 0.325
Dec 25, 2025 Deportations From Canada at Their …
O…M…G…! I did not realize, until I read these comments, how many nincompoops we also have in Canada! 1) we are ALL IMMIGRANTS with the First Nations being here first.* * since "time immemorial," a …
O…M…G…! I did not realize, until I read these comments, how many nincompoops we also have in Canada! 1) we are ALL IMMIGRANTS with the First Nations being here first.* * since "time immemorial," a concept referring to First Nations presence on the land long before recorded history. Archeological and genetic evidence suggests migration from northeastern Asia, likely via the Bering Strait, with research pointing to human arrival 30,000 years ago or even earlier. 2) we have welcomed immigrants to settle our lands since more inhabitants equals more revenues for infrastructure. Yes, restructuring of the process is a good idea. 3) Poilievre is a thin skinned man of the pointy finger and blame game with little to offer in actual plans or programs. He plays to people’s gripes, whining, and general b*tch*ness. He IS very similar to the blow-hart down south although more literate. 4) There is no possible way he, especially being of like behaviour, could deal with The Felon. He is NOT a negotiator. He is not calm; he’s bombastic. He’s waaaaaaaay to the right, and will trample equal rights for women, and other valued communities. He has no interest in listening to other positions, views, or suggestions. His way or the highway. Again like the Fascist down south. 4) Our provincial leaders (except a few traitors to Canada’s sovereignty) are behind the extremely difficult work Carney is doing for our country. 67% of Canadians are cheering him on, including the Conservative playground scrapper, Doug Ford, plus Stephen Harper. So, put your bile on hold and support the positive. We’re in a really difficult, daily changing, coming at us from all sides, battle with the POS south of us. Carney is giving it his all. Can’t imagine he gets much sleep. How ‘bout break with the party-love, and have some respect for someone working so hard. Fighting for YOU! ❤️🇨🇦❤️
Identity Attack0.18903255
Insult0.3388922
Profanity0.10425757
Threat0.00746953
Severe Toxicity0.014253352
Moderate 0.33338684 Constructive 0.737
Aug 26, 2025 Why Canadians Are Turning Against …
Of course the Liberals don't know what is going on. If they knew what was going on then they could be held accountable and it appears that is something no Liberal wants. They don't want …
Of course the Liberals don't know what is going on. If they knew what was going on then they could be held accountable and it appears that is something no Liberal wants. They don't want to take responsibility ever for anything that they do and they rely on equally inept voters to keep them in office. As to the subject at hand, Canadians should not be responsible for immigrants or people claiming asylum health costs for anything past their first 6 months here. Going past 6 months indicates that they have yet to gain employment and are living off our backs. Those who are still here after being turned back should be located and sent packing immediately regardless of their present standing. For example, someone came here and was rejected but never left. Today they get picked up and now they claim they have a family here. They should still be removed because if they had left when they were supposed to they wouldn't have that family now would they. Yes, it may appear to be harsh but is it not harsh to use the funds provided by people who have a legal right to be here to support those who never should have been here?
Identity Attack0.11163961
Insult0.35505778
Profanity0.027820412
Threat0.007624879
Severe Toxicity0.005874634
Moderate 0.3302291 Constructive 0.611 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
tbh, i think Canada shows how bad policy and immigrants would ruin a developed country. Canada doesnt have too much population and that makes it more vulnerable. soon one day if i want to experience …
tbh, i think Canada shows how bad policy and immigrants would ruin a developed country. Canada doesnt have too much population and that makes it more vulnerable. soon one day if i want to experience Indian culture, i could just visit Canada😂😂😂
Identity Attack0.38223284
Insult0.16053712
Profanity0.03339528
Threat0.0097738765
Severe Toxicity0.011749268
Moderate 0.3302291 Moderate Con 0.397
Jun 19, 2025 How Canada broke its immigration …
Its cuz Canada is a joke and Quebec is even worse, begging money from other provinces even tho they could make their own money.
Its cuz Canada is a joke and Quebec is even worse, begging money from other provinces even tho they could make their own money.
Identity Attack0.23163283
Insult0.3388922
Profanity0.027000591
Threat0.0069516995
Severe Toxicity0.0073623657
Moderate 0.3281604 Low Con 0.116 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Good idea to toughen up on fraud. Could we also get Michelle Remple to tackle that fraud from at Loblaws grocery chains while she is at it? Maybe she could take on the banking oligarchs …
Good idea to toughen up on fraud. Could we also get Michelle Remple to tackle that fraud from at Loblaws grocery chains while she is at it? Maybe she could take on the banking oligarchs too? Naw! That wont appeal to the christian fundamentalist racist base she is trying to cultivate for her base. More theater from our political class.
Identity Attack0.28034934
Insult0.25998658
Profanity0.02071529
Threat0.008116818
Severe Toxicity0.006713867
Moderate 0.32764325 Moderate Con 0.325
Oct 10, 2025 IRCC Names India in Study …

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.