Skip to content
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

click to expand

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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "Canada voted for Liberals for …" 96 comments · Page 1 of 4
Canada did the stupid thing that many European countries did, and they STILL voted liberal. Idiotic.
Canada did the stupid thing that many European countries did, and they STILL voted liberal. Idiotic.
Identity Attack0.3908055
Insult0.87225974
Profanity0.41375932
Threat0.009566744
Severe Toxicity0.16960317
Toxic 0.9029226 Low Con 0.221 Insult Policy_Critique
Jun 22, 2025 How Canada broke its immigration …
Again people STOP VOTING LIBERAL!!!!!!!! BOOMERS stop voting liberal!!!! Elbows aren't up, their way f**&^% ing down!!!!! You were duped ,the liberal government has done jack sh*&^^%%% . Stop voting for evil idiots!!! Im pissed …
Again people STOP VOTING LIBERAL!!!!!!!! BOOMERS stop voting liberal!!!! Elbows aren't up, their way f**&^% ing down!!!!! You were duped ,the liberal government has done jack sh*&^^%%% . Stop voting for evil idiots!!! Im pissed off lives are being ruined destroyed!!! This was not happening 10 yrs ago canada was still canada now I dont recognize the very country I was born and raised in 53 yrs I dont even know the country anymore!!!!!! Sooooo f**&^^ ing angry!!
Identity Attack0.37082586
Insult0.71551245
Profanity0.6001929
Threat0.06593887
Severe Toxicity0.35368225
Toxic 0.8403191 Moderate Con 0.421 Insult Call_To_Action
Sep 4, 2025 Why Canadians Are Turning Against …
And then Canada voted the Liberals back into power again. Next level stupid.
And then Canada voted the Liberals back into power again. Next level stupid.
Identity Attack0.16801116
Insult0.7922567
Profanity0.28938356
Threat0.008311004
Severe Toxicity0.023076924
Toxic 0.78855824 Low Con 0.136 Insult Call_To_Action
Jun 16, 2025 How Canada broke its immigration …
Liberals have destroyed Canada! Why are Canadians so stupid in voting for these hacks. Prob because they arent citezens when they vote and because the left media is corrupt!
Liberals have destroyed Canada! Why are Canadians so stupid in voting for these hacks. Prob because they arent citezens when they vote and because the left media is corrupt!
Identity Attack0.55044734
Insult0.7775208
Profanity0.27207452
Threat0.020091362
Severe Toxicity0.05832097
Toxic 0.7761081 Low Con 0.208 Identity Attack Insult Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Canada has the stupidest government on the planet. Why are the liberals voting for this insanity? Many of the people from Ontario voted for conservative but they’re out voted by the lying cheating liberal posters.
Canada has the stupidest government on the planet. Why are the liberals voting for this insanity? Many of the people from Ontario voted for conservative but they’re out voted by the lying cheating liberal posters.
Identity Attack0.42615733
Insult0.7775208
Profanity0.26631543
Threat0.008505191
Severe Toxicity0.032316983
Toxic 0.7701451 Moderate Con 0.357 Insult Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
lmao no Canada is not. if you idiots down east were tired of it, you wouldnt have voted in liberals again for the 15th year in a row...you bastards down east wrecked this beautiful country. …
lmao no Canada is not. if you idiots down east were tired of it, you wouldnt have voted in liberals again for the 15th year in a row...you bastards down east wrecked this beautiful country. I am an immigrant in 1991 at 6 months old, citizen since 1991. I care more about keeping Canadian culture then you pussy libs ever will. thanks for nothing. vote correctly next time....WESTERN CANADA INDEPENENCE WE DONT NEED YOU ONTARIO If anyone of you ever left this nation and travelled to somewhere that wasn't the west, you will understand the importance of keeping this nation how it was.
Identity Attack0.41975367
Insult0.7298119
Profanity0.48510036
Threat0.023544617
Severe Toxicity0.3536391
Toxic 0.76197964 Moderate Con 0.479 Insult
Sep 17, 2025 Why Canadians Are Turning Against …
The liberal parasites are ruining Canada, who voted for them? Too many are stupid? Than this country will no longer remain part of the "west"..and will fall down to the third world religious idiots level …
The liberal parasites are ruining Canada, who voted for them? Too many are stupid? Than this country will no longer remain part of the "west"..and will fall down to the third world religious idiots level (India, Pakistan, etc.)..so most intellignet people will leave to the US or Europe? Europe is also being destroyed by the simiral liberal tribe..(Soros, Starmer, Merz, Zelensky etc.) so it leaves only Trump, who finally removes them from power?
Identity Attack0.46028158
Insult0.7657292
Profanity0.29209393
Threat0.02440793
Severe Toxicity0.11756202
Toxic 0.7510937 Low Con 0.221 Insult
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Liberal minions screwed Canada and they’re still ministers in parliament even after they messed up because morons keep voting them in.
Liberal minions screwed Canada and they’re still ministers in parliament even after they messed up because morons keep voting them in.
Identity Attack0.20483385
Insult0.7344449
Profanity0.39409557
Threat0.008505191
Severe Toxicity0.024678862
Toxic 0.7252971 Low Con 0.156 Insult Policy_Critique
Jan 20, 2026 1 likes Why Canada’s immigration system has …
The how is liberals and the morons known as canndians that keep voting em in. At this point canada, you get what you deserve 😂😂
The how is liberals and the morons known as canndians that keep voting em in. At this point canada, you get what you deserve 😂😂
Identity Attack0.4911651
Insult0.68668073
Profanity0.36230123
Threat0.024753258
Severe Toxicity0.13863131
Moderate 0.68408644 Low Con 0.193 Insult Policy_Critique
Jun 21, 2025 How Canada broke its immigration …
You voted for Liberals, even after ten years of them flooding immigrant into Canada. Stop voting Liberal Grow a Fking brain.
You voted for Liberals, even after ten years of them flooding immigrant into Canada. Stop voting Liberal Grow a Fking brain.
Identity Attack0.2854555
Insult0.6149945
Profanity0.5188411
Threat0.013372798
Severe Toxicity0.16960317
Moderate 0.6544696 Low Con 0.144 Insult Call_To_Action
Aug 25, 2025 Why Canadians Are Turning Against …
Canadians voting the Liberal government into power for 12yrs is the idiocy that has brought the decay and decline of Canada.
Canadians voting the Liberal government into power for 12yrs is the idiocy that has brought the decay and decline of Canada.
Identity Attack0.3043136
Insult0.65865606
Profanity0.22792831
Threat0.009126588
Severe Toxicity0.023076924
Moderate 0.6308517 Low Con 0.21 Insult
Jan 20, 2026 Why Canada’s immigration system has …
Welcome to Canada - a country where government charges crazy money/has insane requirements for immigrants who come from civilized countries and contribute to the society, while letting unlimited access for people who don’t add much …
Welcome to Canada - a country where government charges crazy money/has insane requirements for immigrants who come from civilized countries and contribute to the society, while letting unlimited access for people who don’t add much value or diversity to the economy or culture. Thanks to all dumbass liberals voting for this bs
Identity Attack0.36702603
Insult0.65231085
Profanity0.36230123
Threat0.008466354
Severe Toxicity0.02420936
Moderate 0.6289369 Moderate Con 0.328 Insult Policy_Critique
Feb 10, 2026 1 likes Inside Canada's Indian Invasion...
Canada is the most liberal, woke, weak pathetic country in the west and how they voted in this election just truly shows that
Canada is the most liberal, woke, weak pathetic country in the west and how they voted in this election just truly shows that
Identity Attack0.48915586
Insult0.6308392
Profanity0.16403814
Threat0.007521313
Severe Toxicity0.023076924
Moderate 0.62702215 Low Con 0.187 Insult
Jun 22, 2025 1 likes How Canada broke its immigration …
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 …
Our family came from a pacific Island back in 74....we applied the honest way and parents had an interview and medical exam, and criminal check and then we were approved to come to Canada. We …
Our family came from a pacific Island back in 74....we applied the honest way and parents had an interview and medical exam, and criminal check and then we were approved to come to Canada. We came and worked hard to be an asset to this country....not to leach from it. These Indians coming from India come to rape our land , use or medical system, create gangs.........they need to go back home. But the useless Liberals wont let this happen, as they need their votes.
Identity Attack0.55044734
Insult0.5678696
Profanity0.17008601
Threat0.05688698
Severe Toxicity0.038593806
Moderate 0.568186 Constructive 0.601 Identity Attack Insult Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
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 …
Our national debt has tripled because of the liberals just paying down the interest we are doomed. If we don’t do something about it we’re done these idiots. Let all of these immigrants in thinking, …
Our national debt has tripled because of the liberals just paying down the interest we are doomed. If we don’t do something about it we’re done these idiots. Let all of these immigrants in thinking, and knowing that they will vote for them the same as the Democrats in the United States did that’s the plan. Do you remember when Trudeau said , the immigrants are more Canadian than you are because you take for granted your Canadian ship and that they are the true Canadians not us votes in the bag. Liberals have one how many times we’re doomed. We don’t live in Canada anymore. We live in, CANASTAN AND ALL AMERICAN CANADIENS ARE THE DUMBEST DECEPTION IS IN THE BRAIN. THEY DON’T EVEN REALIZE WHERE ALL AMERICANS LIVING IN NORTH AMERICA MAY THE TRUTH SET YOU FREE LOOK IN THE MIRROR IF YOU BECOME WHAT YOU HATE????
Identity Attack0.36702603
Insult0.57787937
Profanity0.25001678
Threat0.014048163
Severe Toxicity0.023076924
Moderate 0.52272606 Moderate Con 0.344 Insult Fear_Threat
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada is Minnesota on steroids , its run by a Liberal Cabal who import hundreds of thousands of 3rd world men, especially from Punjab in India to get a permanent vote bank in the same …
Canada is Minnesota on steroids , its run by a Liberal Cabal who import hundreds of thousands of 3rd world men, especially from Punjab in India to get a permanent vote bank in the same way California has done with other groups to the point they constantly vote Liberal. Canada is a complete shit show and the LMIA scams expose how big the rot is. I see more Turban in Toronto than Canadians its insane, it was not like this 20 or 30 years ago at all. Also the SIkhs/Panjabs in Canada will ultimately want an ethno state within Canada they have a lot more political power in Canada than in their native country .
Identity Attack0.4911651
Insult0.5130944
Profanity0.4185329
Threat0.030278467
Severe Toxicity0.16960317
Moderate 0.52139956 Moderate Con 0.455 Insult Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
This is what happens when people vote in these sick and evil liberals . They are destroying our beautiful Canada!! Jesus is the way . We need and pray like never before.
This is what happens when people vote in these sick and evil liberals . They are destroying our beautiful Canada!! Jesus is the way . We need and pray like never before.
Identity Attack0.28034934
Insult0.563347
Profanity0.08322773
Threat0.024753258
Severe Toxicity0.02116089
Moderate 0.509388 Moderate Con 0.357 Insult Policy_Critique
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Established systems honed with years of experience and court decisions are very vulnerable to moronic politicians like Justin Trudeau. The liberals wanted to import more voters who would be so grateful for the opportunity to …
Established systems honed with years of experience and court decisions are very vulnerable to moronic politicians like Justin Trudeau. The liberals wanted to import more voters who would be so grateful for the opportunity to come to Canada they would vote liberal. The liberals wanted to promote their woke, “save the planet” doctrine no matter what the consequences. That way Justin, the self-righteous airhead, could deliver his famous word salad speeches telling people how magnanimous he was opening our doors to every creep, loser, terrorist, thief and freeloader other countries were trying to get rid of. They came by the thousands. We’ll never be rid of them.
Identity Attack0.07012023
Insult0.54471385
Profanity0.2395431
Threat0.009230154
Severe Toxicity0.020515325
Moderate 0.47772613 Moderate Con 0.374 Insult Policy_Critique
Feb 19, 2026 1 likes LILLEY UNLEASHED: The fall of …
So sad to see that lady crying at 6:40. Two reasons: Liberal voting and feminsm. 1) You kept voting against your own interests and started to look at culture and history through woke lenses. Raising …
So sad to see that lady crying at 6:40. Two reasons: Liberal voting and feminsm. 1) You kept voting against your own interests and started to look at culture and history through woke lenses. Raising taxes and then paying immigrants to live here. Seriously? 2) You taught your daughters to distrust men and look at babies as a burden that would hold them back. Most of your daughters consider babies to be parasites. They celebrate ending them. In Canada, even CATHOLICS support abortion!
Identity Attack0.44690517
Insult0.48313886
Profanity0.09001675
Threat0.013269233
Severe Toxicity0.021419114
Moderate 0.46982017 Constructive 0.523 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
And we voted in the same D** liberal government that has been slowly ruining canada . I grew up voting liberal .I will never vote liberal again .we had a chance to stop this from …
And we voted in the same D** liberal government that has been slowly ruining canada . I grew up voting liberal .I will never vote liberal again .we had a chance to stop this from happening but for some reason enough people voted the liberal party back in. We need to start speaking up and say what's on our minds.next time your in a store. restaurant and you can't understand the person working there say something to them .stop being nice and polite. Next election . DO NOT vote liberal
Identity Attack0.18468912
Insult0.4339631
Profanity0.4131548
Threat0.013476364
Severe Toxicity0.023176458
Moderate 0.45751464 Constructive 0.57
Aug 29, 2025 Why Canadians Are Turning Against …
Liberals and trudeaus mass immigration have destroyed Canada by paying some of the most undesirable people to move here and vote for them, we need to send these freeloaders the F outta Canada
Liberals and trudeaus mass immigration have destroyed Canada by paying some of the most undesirable people to move here and vote for them, we need to send these freeloaders the F outta Canada
Identity Attack0.39207554
Insult0.4534306
Profanity0.24818924
Threat0.04363242
Severe Toxicity0.023076924
Moderate 0.45243698 Low Con 0.256
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Canada is now the shining city on the hill for the mooches of the world who happen to vote Liberal. Bring us you unemployable, your sick, your handicapped, your elderly and your mentally ill. The …
Canada is now the shining city on the hill for the mooches of the world who happen to vote Liberal. Bring us you unemployable, your sick, your handicapped, your elderly and your mentally ill. The able bodied Canadians will take care of them.
Identity Attack0.3857254
Insult0.47384647
Profanity0.038655918
Threat0.0130621
Severe Toxicity0.023076924
Moderate 0.45090583 Low Con 0.231
Jun 19, 2025 How Canada broke its immigration …
The Liberals used their Mass immigration policy to destroy Canada. People were allowed in without even checking whether they murderers, criminals , etc. what happened to multiculturalism.? One Indian gets into a job and every …
The Liberals used their Mass immigration policy to destroy Canada. People were allowed in without even checking whether they murderers, criminals , etc. what happened to multiculturalism.? One Indian gets into a job and every other race is shut out. Let’s vote conservative to reverse this nonsense.
Identity Attack0.44690517
Insult0.4555076
Profanity0.058946952
Threat0.024753258
Severe Toxicity0.01754573
Moderate 0.44933176 Constructive 0.503
Aug 26, 2025 2 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.