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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: "When did he wake up …" 147 comments · Page 1 of 6
Wake the hell up.. please do not talk like carney. My country my bed. F-ff. I have no faith or trust in this Carney government corruption. Nope no more idiots please.
Wake the hell up.. please do not talk like carney. My country my bed. F-ff. I have no faith or trust in this Carney government corruption. Nope no more idiots please.
Identity Attack0.06658725
Insult0.8032227
Profanity0.46460027
Threat0.015256803
Severe Toxicity0.08859174
Toxic 0.8403191 Low Con 0.295 Insult
Dec 30, 2025 1 likes Deportations From Canada at Their …
So many idoits are buying the narrative "ohh low birth rate" how can you belive that when say 5yrs ago the "experts" were saying we are to populated. Like turn your fucking brain on! The …
So many idoits are buying the narrative "ohh low birth rate" how can you belive that when say 5yrs ago the "experts" were saying we are to populated. Like turn your fucking brain on! The world was at a balance! But the jewish WEF elites are pushing the kalergi plan agenda also known as the great replacement. Remember Trudeau talking about a reset? What do you think that meant? Remember him going to India for "deals"? Come on people! Wake the fuck up! Our governments sold us out to the WEF agenda and we have to fight or we lose everything
Identity Attack0.46028158
Insult0.755201
Profanity0.70864636
Threat0.060766358
Severe Toxicity0.3735507
Toxic 0.8299589 Moderate Con 0.363 Insult Unverified_Claim
Aug 28, 2025 Why Canadians Are Turning Against …
The west is being taken over by Muslims . Wake the fuk up people . Take your country back !!!
The west is being taken over by Muslims . Wake the fuk up people . Take your country back !!!
Identity Attack0.6649212
Insult0.5678696
Profanity0.6643082
Threat0.1115629
Severe Toxicity0.35368225
Toxic 0.8115627 Low Con 0.224 Identity Attack Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is truly sleeping , It might wake when everything is out of control, for God's sake Canada WAKE UP , STOP THE DAMN IMMIGRANTS
Canada is truly sleeping , It might wake when everything is out of control, for God's sake Canada WAKE UP , STOP THE DAMN IMMIGRANTS
Identity Attack0.55044734
Insult0.6109131
Profanity0.596623
Threat0.05171447
Severe Toxicity0.23225316
Toxic 0.7510937 Low Con 0.245 Identity Attack Insult
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Western must wake up 20 years ago this piss shit down country where ever they go.
Western must wake up 20 years ago this piss shit down country where ever they go.
Identity Attack0.41052565
Insult0.5588244
Profanity0.6983885
Threat0.013631714
Severe Toxicity0.16960317
Toxic 0.7308154 Low Con 0.108 Insult Fear_Threat
Feb 15, 2026 Inside Canada's Indian Invasion...
Scam capital of the world India came to scam Canadians right in Canada by placing themselves in gov jobs, security , banks, stores, and rcmp positions , wake the fuck up canada, plus cloaked terrorists …
Scam capital of the world India came to scam Canadians right in Canada by placing themselves in gov jobs, security , banks, stores, and rcmp positions , wake the fuck up canada, plus cloaked terrorists taking over with their terrorist activities
Identity Attack0.48915586
Insult0.5935568
Profanity0.5013569
Threat0.05203775
Severe Toxicity0.21290472
Moderate 0.6744087 Low Con 0.22 Insult Unverified_Claim
Aug 6, 2025 How Canada broke its immigration …
Its absolutely insane that white people are too nice and too afraid to stop their country from becoming a 3rd world crap hole. Wake up white people. They are trying to replace you by using …
Its absolutely insane that white people are too nice and too afraid to stop their country from becoming a 3rd world crap hole. Wake up white people. They are trying to replace you by using your niceness and generosity against you. They are evil.
Identity Attack0.60238177
Insult0.57566804
Profanity0.5013569
Threat0.016810767
Severe Toxicity0.16960317
Moderate 0.6667219 Moderate Con 0.345 Identity Attack Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada wake up stop. Group 5 too shop all this shit my god. Canada needs to focus inside.
Canada wake up stop. Group 5 too shop all this shit my god. Canada needs to focus inside.
Identity Attack0.14233272
Insult0.46327567
Profanity0.65961236
Threat0.011068452
Severe Toxicity0.06488878
Moderate 0.6426206 Low Con 0.221
Oct 1, 2025 IRCC Names India in Study …
Is zero way is it a tragedy that Canada cant take every citizen in the world who wants to move here. Honestly the opinions of the main stream media are ridiculous, why dont we just …
Is zero way is it a tragedy that Canada cant take every citizen in the world who wants to move here. Honestly the opinions of the main stream media are ridiculous, why dont we just pave a golden road for them all and make sure they all have 5 bedroom, 6 washroom houses with 4 car garages and Olympic size swimming pools, now that fact we dont have 7 billion houses like that in Canada with the same amount of farm land and natural land is the real tragedy, wake up and get your head out of your ass
Identity Attack0.10221587
Insult0.57787937
Profanity0.44133487
Threat0.028206514
Severe Toxicity0.05742428
Moderate 0.6308517 Moderate Con 0.42 Insult Policy_Critique
Nov 21, 2025 Quebec Ends Economic Immigration Program …
We bring in to many Muslims coming into to our culture which they do not want to assimilate. They are praying in front of catholic churches showing the disrespect they have for us. If we …
We bring in to many Muslims coming into to our culture which they do not want to assimilate. They are praying in front of catholic churches showing the disrespect they have for us. If we dont paty attention they will take over as per their Koran to kill the infidels. We need to wake up and soon. English is the main language in most of the country and french in Quebec. Why did people vote for this stupid liberal government, people of canada do better. Listen to the Muslim man he is saying the quite part out loud and we better listen.
Identity Attack0.6007182
Insult0.6099415
Profanity0.2666764
Threat0.2836219
Severe Toxicity0.16760159
Moderate 0.61223894 Moderate Con 0.482 Identity Attack Insult Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
Carney makes sure he puts the dumbest people on immigration. Because he knows the dumbest people support the Liberal Party. So it doesn't matter how bad they break everything. They're gonna get still gonna get …
Carney makes sure he puts the dumbest people on immigration. Because he knows the dumbest people support the Liberal Party. So it doesn't matter how bad they break everything. They're gonna get still gonna get supported. Because for some reason, people think Carney is king and walks on water and was the first man on the moon and everything else he takes credit for that. He didn't do. He left nothing but chaos in his wake anywhere. He's been just asked the slaves in the Amazon rainforest. What they thought of him in Brookfield, management asked the United Kingdom what they thought about his stint there and now he's in Canada. He wrecked things for 5 years as Trudeau's advisor and now he's the big shot, loser, screwing Canada even worse. I'm willing to bet if anyone actually cared enough to follow the money. I think canadian taxpayers are paying for not only his trips around to these other countries for deals, but I think were accommodating Brookfield management as well!
Identity Attack0.13377325
Insult0.6677319
Profanity0.2347036
Threat0.012596053
Severe Toxicity0.023076924
Moderate 0.60311776 Moderate Con 0.488 Insult Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I have not met one person that says they have voted liberal.?. The election was 100% rigged. We are in serious trouble. We need to wake the fuck up.!
I have not met one person that says they have voted liberal.?. The election was 100% rigged. We are in serious trouble. We need to wake the fuck up.!
Identity Attack0.08170113
Insult0.40420914
Profanity0.6919765
Threat0.0138755
Severe Toxicity0.029626917
Moderate 0.60311776 Moderate Con 0.37 Unverified_Claim
Aug 29, 2025 4 likes Why Canadians Are Turning Against …
Canadians need to realize the hatred and wake the hell up....the WEF/Liberals want you dead.
Canadians need to realize the hatred and wake the hell up....the WEF/Liberals want you dead.
Identity Attack0.37222284
Insult0.44802538
Profanity0.34536663
Threat0.52547425
Severe Toxicity0.16960317
Moderate 0.6027529 Low Con 0.216 Threat Unverified_Claim
Sep 9, 2025 Why Canadians Are Turning Against …
Indians are slick. They undermine the domestic businesses. They are overpopulated in India and are spilling into the west to do the same. They never assimilate and are racist. Wake up
Indians are slick. They undermine the domestic businesses. They are overpopulated in India and are spilling into the west to do the same. They never assimilate and are racist. Wake up
Identity Attack0.6413409
Insult0.5130944
Profanity0.2424468
Threat0.019918699
Severe Toxicity0.16960317
Moderate 0.6027529 Low Con 0.203 Identity Attack Insult Identity_Assertion
Feb 23, 2026 2 likes Inside Canada's Indian Invasion...
You guys need to become racist. Those that have been for a while are just waiting for you to wake the F UP. BECOME RACIST OR DISAPPEAR.
You guys need to become racist. Those that have been for a while are just waiting for you to wake the F UP. BECOME RACIST OR DISAPPEAR.
Identity Attack0.34649673
Insult0.5130944
Profanity0.29209393
Threat0.24878941
Severe Toxicity0.14916596
Moderate 0.6020386 Low Con 0.191 Insult Call_To_Action
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
Rip Van Winkle (i.e., Canada) is finally waking up. It’s difficult for liberals to admit they’re fools. It takes awhile. Britain’s a great example.
Rip Van Winkle (i.e., Canada) is finally waking up. It’s difficult for liberals to admit they’re fools. It takes awhile. Britain’s a great example.
Identity Attack0.26663736
Insult0.64537907
Profanity0.17473823
Threat0.0075083673
Severe Toxicity0.017287504
Moderate 0.584095 Moderate Con 0.301 Insult
Nov 23, 2025 Quebec Ends Economic Immigration Program …
birth rate is non-sense! all white national homelands have been attacked, UK, USA, Australia, New Zealand ... flooded with migrants, wake the fuc up people,
birth rate is non-sense! all white national homelands have been attacked, UK, USA, Australia, New Zealand ... flooded with migrants, wake the fuc up people,
Identity Attack0.5039629
Insult0.47273466
Profanity0.4840093
Threat0.049128212
Severe Toxicity0.12019568
Moderate 0.5716857 Low Con 0.185 Identity Attack
Aug 28, 2025 Why Canadians Are Turning Against …
Damn, that's a hard pill to swallow, indeed. It's like an invasion, wake up, West!
Damn, that's a hard pill to swallow, indeed. It's like an invasion, wake up, West!
Identity Attack0.039972372
Insult0.3388922
Profanity0.6069483
Threat0.018882722
Severe Toxicity0.029626917
Moderate 0.56269526 Moderate Con 0.327 Fear_Threat
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
The first woman speaking . Everything she said is caused by the liberals who want Canada crushed . Sorry but went you vote for this crap you get to eat it also. Vote conservative, wake …
The first woman speaking . Everything she said is caused by the liberals who want Canada crushed . Sorry but went you vote for this crap you get to eat it also. Vote conservative, wake up Canada if it’s not too late already
Identity Attack0.11744241
Insult0.54525656
Profanity0.3813392
Threat0.030969119
Severe Toxicity0.023076924
Moderate 0.54823303 Moderate Con 0.349 Insult Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
Liberal government is the only place where you fail upwards jut like gun grab man! If LIBTARDS don't wake up soon we will not be a G7 country. The entire pool of ministers are all …
Liberal government is the only place where you fail upwards jut like gun grab man! If LIBTARDS don't wake up soon we will not be a G7 country. The entire pool of ministers are all useless.
Identity Attack0.12735364
Insult0.57787937
Profanity0.20808282
Threat0.029587816
Severe Toxicity0.020902663
Moderate 0.52272606 Low Con 0.191 Insult Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
SADLY CANADA IS GETTTING EXACTLY WHAT THEY DESERVE THIS IS JUST THE BEGINING RIGHT NOW IF WE WAKE UP WE COULD CHANGE IT ALL TAKE A DAM PEN PICK UP YOUR DAM PHONE WALK TO …
SADLY CANADA IS GETTTING EXACTLY WHAT THEY DESERVE THIS IS JUST THE BEGINING RIGHT NOW IF WE WAKE UP WE COULD CHANGE IT ALL TAKE A DAM PEN PICK UP YOUR DAM PHONE WALK TO YOUR MP AND MLA GET OUT OF YOUR SYNICAL PESSIMISTIC SELFISH MODE AND WORK TO CHANGE THINGS PRICE OF FREEDOM IS ETERNAL VIGILANCE JUST FANCY WORDS ? CALL YOUR APATHY WHAT IT IS SIN. LAZINESS SHUT DOWN WOKE PATHETIC LEFT WING SOCIALIST/COMMUNIST MEDIA LIKE CBC ETC. OR SUFFER AND SHUT UP
Identity Attack0.23239216
Insult0.5393265
Profanity0.32965264
Threat0.13815513
Severe Toxicity0.05832097
Moderate 0.52139956 Moderate Con 0.33 Insult
Aug 26, 2025 Why Canadians Are Turning Against …
Wake up everyone, time for us to leave canada, let them have this terrible country, then they won't have us working our asses off so the government can take care of them
Wake up everyone, time for us to leave canada, let them have this terrible country, then they won't have us working our asses off so the government can take care of them
Identity Attack0.29188538
Insult0.4339631
Profanity0.42185885
Threat0.027515862
Severe Toxicity0.02411546
Moderate 0.51980776 Low Con 0.264
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Why is it a “crime”? What does temporary worker mean to you? This programme is to fill a temporary shortfall. This is the chance that you take. Wake up. We’re not stupid. Fed up.
Why is it a “crime”? What does temporary worker mean to you? This programme is to fill a temporary shortfall. This is the chance that you take. Wake up. We’re not stupid. Fed up.
Identity Attack0.008213525
Insult0.5678696
Profanity0.2659008
Threat0.01119791
Severe Toxicity0.013478675
Moderate 0.50789946 Moderate Con 0.391 Insult Policy_Critique
Nov 22, 2025 Quebec Ends Economic Immigration Program …
They our Christian country Canada totally destroy our culture our Christian religion destroy wake up wake up Canada government
They our Christian country Canada totally destroy our culture our Christian religion destroy wake up wake up Canada government
Identity Attack0.55044734
Insult0.34101152
Profanity0.06796519
Threat0.05171447
Severe Toxicity0.023458159
Moderate 0.49139655 Low Con 0.175 Identity Attack Fear_Threat
Feb 23, 2026 1 likes Inside Canada's Indian Invasion...
Why are we trying to integrate people with values that are so different from our own and give them special privileges? This is a burden on Canadian culture and the Canadian taxpayer . 50 million …
Why are we trying to integrate people with values that are so different from our own and give them special privileges? This is a burden on Canadian culture and the Canadian taxpayer . 50 million of mine and other Canadians hard work . To put illegals in hotels? Wtf All crime is covered up if it’s a refugee and now they are trying to pass bill c75 to allow crimes committed by these people to be less harsh .. some including crime against children? Wtf wake up in 2019 CANADA vote !!!
Identity Attack0.28034934
Insult0.40698266
Profanity0.46460027
Threat0.013631714
Severe Toxicity0.024631912
Moderate 0.4850187 Moderate Con 0.482
Nov 6, 2018 How much do refugees and …

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.