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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: "They just cutting from the …" 165 comments · Page 1 of 7
Get the village idiots out of Canada they stink holy f they DONT EVEN KNOW HOW TO TALK THEY PARK IN HANDI CAP SPACES CUT LINES COMMIT CRIME EWWWWW
Get the village idiots out of Canada they stink holy f they DONT EVEN KNOW HOW TO TALK THEY PARK IN HANDI CAP SPACES CUT LINES COMMIT CRIME EWWWWW
Identity Attack0.3817989
Insult0.7967344
Profanity0.37854016
Threat0.026997874
Severe Toxicity0.23224458
Toxic 0.8403191 Low Con 0.193 Insult Unverified_Claim
Jan 17, 2026 2.9 million Canadian temporary visas …
Canada REALLY needs to return to two official religions again. Christian and Jewish. Ban Islam and no tax free for other religions. Indians won't hire Canadians and they take over our business'. They smell and …
Canada REALLY needs to return to two official religions again. Christian and Jewish. Ban Islam and no tax free for other religions. Indians won't hire Canadians and they take over our business'. They smell and are HORRIBLE because they cut corners everywhere and are super cheap. They've turned Tim Hortons into shit holes. A&W is crap. These people are dirty and disgusting. To all business owners. NEVER hire Indian. They will ruin your business.
Identity Attack0.7063701
Insult0.72868866
Profanity0.5188411
Threat0.10236332
Severe Toxicity0.35368225
Toxic 0.78855824 Moderate Con 0.494 Identity Attack Insult Fear_Threat
Feb 6, 2026 Inside Canada's Indian Invasion...
The sensor can see the knives😅, yeah, the sensors can see the cell phone.These guys aren't supposed to have with them either , right.🙄😮‍💨!!!! This shit, Two hundred dollars for that b******* , room!!!! The …
The sensor can see the knives😅, yeah, the sensors can see the cell phone.These guys aren't supposed to have with them either , right.🙄😮‍💨!!!! This shit, Two hundred dollars for that b******* , room!!!! The back and forth to see this is how dudes wind up , either completely trafficked or just cut up and sold for organs!!!!! Hes freaking out. He's obliviously in the nice safe house I've ever f****** seen.That's better than a lot of american children's foster homes!!!!😮 i'm starting to think all of this is f****** fake. But the real answer is very sad. As to why the government is allowing all this s*** to happen under their nose. This is APART OF THE, NEW WORLD ORDERS, BIG PLAN THATS BEEN GOING ON. TO DESTABILIZE THE WEST , SOOO LATER, THEY CAN CLAIM THAT DEMOCRACY IN CAPITALISM WAS A COMPLETE FAILURE.!!!!! WHEN THE TRUTH IS , IT WAS THE ONE PERCENTAGE THAT CACOMPLEY DESIGNED THE FAILURES. 😢
Identity Attack0.22935481
Insult0.5270482
Profanity0.67055607
Threat0.34804323
Severe Toxicity0.45895407
Toxic 0.78711975 Constructive 0.505 Insult Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Vassy you are one ignorant and rude women. Quit cutting her off.
Vassy you are one ignorant and rude women. Quit cutting her off.
Identity Attack0.2463217
Insult0.7804726
Profanity0.25367188
Threat0.06432246
Severe Toxicity0.052940834
Toxic 0.76197964 Low Con 0.214 Insult Meta_Commentary
Feb 25, 2026 'We do know that there's …
So half the country benefits, and the benefit from the cut is laughable. Stop voting for this stupidity
So half the country benefits, and the benefit from the cut is laughable. Stop voting for this stupidity
Identity Attack0.012842959
Insult0.7497506
Profanity0.29209393
Threat0.00899713
Severe Toxicity0.021935565
Toxic 0.76197964 Low Con 0.17 Insult Policy_Critique
Jan 14, 2026 Canada’s new rules in 2026
I am Immigrant Myself . When I go Shopping for food or anything There is this new comer's They walk around like a ZOMBI cut you off or just stand and Block you like a …
I am Immigrant Myself . When I go Shopping for food or anything There is this new comer's They walk around like a ZOMBI cut you off or just stand and Block you like a Fucken Cow. or chat on cell phone Not pay attention to the people and Traffic around them .STOP BRINGING MORONS WITH NO MANNERS .
Identity Attack0.4054415
Insult0.64537907
Profanity0.64460015
Threat0.13815513
Severe Toxicity0.35368225
Toxic 0.7570315 Moderate Con 0.443 Insult
Aug 25, 2025 Why Canadians Are Turning Against …
Cut a muslim man head man nuh boy to mi place
Cut a muslim man head man nuh boy to mi place
Identity Attack0.6778536
Insult0.4302003
Profanity0.33453682
Threat0.62574995
Severe Toxicity0.4561839
Moderate 0.6863638 Low Con 0.227 Identity Attack Threat Fear_Threat
Sep 11, 2025 Why Canadians Are Turning Against …
Since PM MODI of INDIA is now HUGGING King Jong Un, Putin, and China Leaders............... At the Summit of Anti Western Nations.... They are all East Indians who need to be shut out?! Their Mother …
Since PM MODI of INDIA is now HUGGING King Jong Un, Putin, and China Leaders............... At the Summit of Anti Western Nations.... They are all East Indians who need to be shut out?! Their Mother Country Seeks Menace to Canada. Otherwise MODI wouldn't treat Canada like Shit. They laugh at us. Cut them off. Show Modi were not your dumping ground. HOW WILL CHINA, RUSSIA Like it when India in their "Partnership" should ASK For their Indians to go in DROVES to Russia, China.................... HAH!!!!!!!!!!!!!!! NO WAY. Canada SHUT IT DOWN. INDIANS dont Respect US. Their home Country conspires and SHOOTS canadian CITIZENS and Then SNUBS US. MAKE YOUR OWN COUNTRY. DO BETTER SCAMMERS!!!!!!!!!!
Identity Attack0.55044734
Insult0.5935568
Profanity0.4662011
Threat0.34804323
Severe Toxicity0.35515398
Moderate 0.6744087 Low Con 0.279 Identity Attack Insult Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Not near enough tax relief, not near enough cuts to immigration. The liberals are out of touch, proven time and again. 2026 will be worse.....Canada sucks
Not near enough tax relief, not near enough cuts to immigration. The liberals are out of touch, proven time and again. 2026 will be worse.....Canada sucks
Identity Attack0.38445538
Insult0.6109131
Profanity0.40185395
Threat0.010110466
Severe Toxicity0.026936848
Moderate 0.6426206 Low Con 0.292 Insult
Jan 3, 2026 7 likes New rules, regulations take effect …
Every were you look you see immigrants. They take all the jobs. They drive crazy cut people off and don’t give a damn.
Every were you look you see immigrants. They take all the jobs. They drive crazy cut people off and don’t give a damn.
Identity Attack0.5203519
Insult0.54471385
Profanity0.48510036
Threat0.077831104
Severe Toxicity0.14916596
Moderate 0.6289369 Moderate Con 0.341 Identity Attack Insult Unverified_Claim
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Anyone who voted Librard is a f'ing traitor. "I'm a dummy that doesn’t know politics" doesn't cut it anymore.
Anyone who voted Librard is a f'ing traitor. "I'm a dummy that doesn’t know politics" doesn't cut it anymore.
Identity Attack0.11860296
Insult0.6675394
Profanity0.39409557
Threat0.014566151
Severe Toxicity0.024819711
Moderate 0.6289369 Low Con 0.259 Insult Identity_Assertion
Sep 29, 2025 IRCC Names India in Study …
lmao bigger cut back on international students instead of refugees... the stupidity and corruption of Canadian government? 1 increase spending, other bring in revenue. Gave away billions and take other burdens. Canada might be well …
lmao bigger cut back on international students instead of refugees... the stupidity and corruption of Canadian government? 1 increase spending, other bring in revenue. Gave away billions and take other burdens. Canada might be well off w/o a government
Identity Attack0.23391083
Insult0.64537907
Profanity0.22552395
Threat0.010110466
Severe Toxicity0.023076924
Moderate 0.61223894 Low Con 0.266 Insult
Jan 11, 2026 Canada’s new rules in 2026
Indians are also extremely racist 😂 so that whole crying over “White man bad” doesn’t really cut it
Indians are also extremely racist 😂 so that whole crying over “White man bad” doesn’t really cut it
Identity Attack0.6220118
Insult0.4555076
Profanity0.28938356
Threat0.02250864
Severe Toxicity0.16960317
Moderate 0.60311776 Low Con 0.269 Identity Attack Identity_Assertion
Jan 29, 2026 3 likes Inside Canada's Indian Invasion...
Conservatives complain about immigration, Lib government cuts immigration, Conservatives complain about the carbon tax, Lib government cuts carbon tax, Conservatives complain about Canada losing out on investment, Lib government travels the world achieving investments, etc. …
Conservatives complain about immigration, Lib government cuts immigration, Conservatives complain about the carbon tax, Lib government cuts carbon tax, Conservatives complain about Canada losing out on investment, Lib government travels the world achieving investments, etc. You'd think Conservatives would be happy that Libs are acting on their complaints....NO... Conservatives cry 'they stole our ideas'... It's so pathetic. And WEAK.
Identity Attack0.11280017
Insult0.66500133
Profanity0.09868695
Threat0.009385503
Severe Toxicity0.01683561
Moderate 0.6027529 Moderate Con 0.405 Insult Humor_Satire
Jan 20, 2026 Canada’s new rules in 2026
They are trying to take over all the truck dring jobs but thry are getting in so many accidents its bad also they use 2 drivers none stop cut a hole in the floor so …
They are trying to take over all the truck dring jobs but thry are getting in so many accidents its bad also they use 2 drivers none stop cut a hole in the floor so they dont have to stop so much for washroom very bad some mechanic will not work on truck because there is so much shit under truck
Identity Attack0.024801146
Insult0.40243408
Profanity0.57236236
Threat0.021300001
Severe Toxicity0.024772761
Moderate 0.60254884 Moderate Con 0.458
Sep 1, 2025 1 likes Why Canadians Are Turning Against …
First you must get these disgusting liberal globalists out of office. Secondly cut off all of the free things you’re giving these leeches. Fail to do this and they’ll just keep coming.
First you must get these disgusting liberal globalists out of office. Secondly cut off all of the free things you’re giving these leeches. Fail to do this and they’ll just keep coming.
Identity Attack0.23694818
Insult0.6500014
Profanity0.2258264
Threat0.13582869
Severe Toxicity0.023364257
Moderate 0.60254884 Low Con 0.2 Insult
Aug 25, 2025 Why Canadians Are Turning Against …
A lot of indians where i live, 2nd highest population of indians outside of inda right behind Vancouver. They used my truck bed as a dumpster, i thought it was local kids because the trash …
A lot of indians where i live, 2nd highest population of indians outside of inda right behind Vancouver. They used my truck bed as a dumpster, i thought it was local kids because the trash was pizza boxs, ice cream wrappers ect. I went out to work at 4:30 and it was a grown ass man walking out oh his house and dumping shit in my truck. I started asking what the hell was he was doing, he started threatning me i told him ill call the cops. Next morning i go out to my truck and almost got run over by a "mysterious" driver. Theyre disgusting people. I saw a giant black blob on the ground, shined a flashlight on it and it was thousands of roaches. They dont pay taxes because they donate their entire check to the temple and the temple cuts them the full check back. Its a huge scam
Identity Attack0.4774257
Insult0.5130944
Profanity0.596623
Threat0.13532294
Severe Toxicity0.20984669
Moderate 0.5885171 Constructive 0.594 Insult Personal_Narrative
Mar 3, 2026 Inside Canada's Indian Invasion...
@8:18 How dude didn't cut and run from that conversation/the operation when it was obvious he was dealing with something other than an Indian student looking to make the hop... He's either very bold, very …
@8:18 How dude didn't cut and run from that conversation/the operation when it was obvious he was dealing with something other than an Indian student looking to make the hop... He's either very bold, very stupid, or he's moving much more than innocent students around on the regular, and facing no consequences
Identity Attack0.2308735
Insult0.6109131
Profanity0.37052724
Threat0.039947584
Severe Toxicity0.023645958
Moderate 0.5721988 Moderate Con 0.438 Insult Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
The problem is actually two problems, both are huge, both are ridiculous and both are either cause and or allowed by the federal government: 1. Cutting funding to higher education - this has been policy …
The problem is actually two problems, both are huge, both are ridiculous and both are either cause and or allowed by the federal government: 1. Cutting funding to higher education - this has been policy for the past 5 administrations and seems like a thing in common between the liberal idiots and the conservative idiots. This makes these institutes incentivized to use international students to subsidize Canadian education and their own expansions. 2. The government letting immigration go through such a process. It’s crazy that people who go through this system cannot be vetted more properly.
Identity Attack0.109318495
Insult0.6308392
Profanity0.25824076
Threat0.008686432
Severe Toxicity0.023076924
Moderate 0.568186 Moderate Con 0.382 Insult
Sep 29, 2025 1 likes IRCC Names India in Study …
Michelle yay to go. Thankyou for asking the right questions and cutting the bullshit. This is how people incharge should behave.
Michelle yay to go. Thankyou for asking the right questions and cutting the bullshit. This is how people incharge should behave.
Identity Attack0.012842959
Insult0.36939126
Profanity0.64657205
Threat0.04363242
Severe Toxicity0.023076924
Moderate 0.56269526 Constructive 0.559
Oct 1, 2025 IRCC Names India in Study …
6:57 this guy is relatively nice and truthful, but why the heck would Canda import a one handed Indian thief? Thieves get their hands cut off in India.
6:57 this guy is relatively nice and truthful, but why the heck would Canda import a one handed Indian thief? Thieves get their hands cut off in India.
Identity Attack0.5108175
Insult0.4794537
Profanity0.4001375
Threat0.2836219
Severe Toxicity0.16960317
Moderate 0.5566829 Moderate Con 0.36 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
I went to Niagara Falls with my family in 2020 and because of Covid not a lot of people where there... It was the *reopening* of Clifton Hill and the Hornblower attraction... As we where …
I went to Niagara Falls with my family in 2020 and because of Covid not a lot of people where there... It was the *reopening* of Clifton Hill and the Hornblower attraction... As we where going to board the Sky Wheel there was a huge stench of weed in the air.... I have been around weed a lot but nothing compared to this... A big group of Indians where sitting in a circle and passing blunts to each other. It felt like a free for all do what the F*** you like. It sucked and they where super rude and cutting in the lines... I love Indians but come on man, have some manners.
Identity Attack0.46028158
Insult0.4794537
Profanity0.57488567
Threat0.03718498
Severe Toxicity0.23223256
Moderate 0.5559701 Constructive 0.595
Jan 27, 2026 Inside Canada's Indian Invasion...
Seeeeeee white people. That’s what happens when you’re not kind to Native Americans and Black people that you used 🤪 it’s like on the freeway when you cut somebody off and then somebody else cuts …
Seeeeeee white people. That’s what happens when you’re not kind to Native Americans and Black people that you used 🤪 it’s like on the freeway when you cut somebody off and then somebody else cuts you off 😂😂😂
Identity Attack0.56445944
Insult0.35016364
Profanity0.26098207
Threat0.38377953
Severe Toxicity0.16960317
Moderate 0.54823303 Low Con 0.297 Identity Attack Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
West wants our resources..our market...but ...when...comes to ...equal migration....then it's a problem.... majority of them came there legally....we pay taxes...so ..cut the crap ...we ll live there ....do wat u gotta do....
West wants our resources..our market...but ...when...comes to ...equal migration....then it's a problem.... majority of them came there legally....we pay taxes...so ..cut the crap ...we ll live there ....do wat u gotta do....
Identity Attack0.23011416
Insult0.47384647
Profanity0.44752163
Threat0.02371728
Severe Toxicity0.023246882
Moderate 0.51980776 Moderate Con 0.475 Moral_Argument
Feb 9, 2026 1 likes Inside Canada's Indian Invasion...
First of all khalistanis are not indians they are terrorist who want to cut india so stop saying them india and most of them were criminals in india .
First of all khalistanis are not indians they are terrorist who want to cut india so stop saying them india and most of them were criminals in india .
Identity Attack0.5135796
Insult0.4596616
Profanity0.2395431
Threat0.13815513
Severe Toxicity0.16960317
Moderate 0.5140397 Low Con 0.201 Identity Attack Identity_Assertion
Feb 6, 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.