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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: "I did NOT vote for …" 678 comments · Page 6 of 28
Literally imported voters. And to compliment carney for reducing the numbers is stupid because theyre still high, and now that theyve brought so many in, bringing in a little less is all performative. And based …
Literally imported voters. And to compliment carney for reducing the numbers is stupid because theyre still high, and now that theyve brought so many in, bringing in a little less is all performative. And based on your view on it, clearly it works. They still have way too many people coming in, who we pay for, who vote for them.
Identity Attack0.026609946
Insult0.5332045
Profanity0.21348765
Threat0.008712323
Severe Toxicity0.011367798
Moderate 0.47886392 Moderate Con 0.497 Insult Policy_Critique
Feb 19, 2026 1 likes LILLEY UNLEASHED: The fall of …
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 …
Spoiled ungrateful Canadians keep voting for liberal/ WEF stooges who want to replace us with the third world to stay in power.
Spoiled ungrateful Canadians keep voting for liberal/ WEF stooges who want to replace us with the third world to stay in power.
Identity Attack0.46028158
Insult0.48627716
Profanity0.06796519
Threat0.009385503
Severe Toxicity0.023076924
Moderate 0.47622904 Low Con 0.176 Fear_Threat
Feb 19, 2026 LILLEY UNLEASHED: The fall of …
Canadians have been labelled racists; Indians have refused to adopt the Canadian way of life. They are dirty, rude, blame deflectors in the workplace. I have been replaced by Indians in the workplace due to …
Canadians have been labelled racists; Indians have refused to adopt the Canadian way of life. They are dirty, rude, blame deflectors in the workplace. I have been replaced by Indians in the workplace due to claims of "racism" just for calling out issues created and perpetuated by Indian colleagues. How many scam calls are we all getting now, how many jobs are we losing to them now, how many incentives are companies exploiting by hiring them just to drive profits now? I have a university degree and cannot get a job after such terrible experiences with these people in the workplace so I am going back to school in order to enter a type of industry they have not 'yet' taken over. Boomer thinking, their voting of Liberals and media brainwashing of "cultural diversity" has brought these issues to the boiling point. Enough is enough! Go back to India!
Identity Attack0.4911651
Insult0.48627716
Profanity0.08678388
Threat0.01254427
Severe Toxicity0.023076924
Moderate 0.47473195 Constructive 0.635
Jul 23, 2025 1 likes How Canada broke its immigration …
This country now stinks. I vote to change the name tim hortons to Gupta Hortons
This country now stinks. I vote to change the name tim hortons to Gupta Hortons
Identity Attack0.2839175
Insult0.47384647
Profanity0.17055123
Threat0.008712323
Severe Toxicity0.023076924
Moderate 0.47119883 Low Con 0.272
Aug 26, 2025 Why Canadians Are Turning Against …
They are hell bent at destroying this country….the citizens voted for this corrupt system
They are hell bent at destroying this country….the citizens voted for this corrupt system
Identity Attack0.09080041
Insult0.40243408
Profanity0.33376193
Threat0.054624002
Severe Toxicity0.023076924
Moderate 0.47119883 Low Con 0.169
Nov 25, 2025 2 likes Thousands of refugees allowed into …
These Liberal nuts who complain will still vote Liberals
These Liberal nuts who complain will still vote Liberals
Identity Attack0.24970764
Insult0.5130944
Profanity0.2317999
Threat0.0116639575
Severe Toxicity0.021419114
Moderate 0.47119883 Low Con 0.211 Insult
Aug 25, 2025 Why Canadians Are Turning Against …
Does any one still not know that they are purposely flooding the Nation with no regard for the quality of life for Canadian citizens . They are Blatantly lying to the public about immigration stats …
Does any one still not know that they are purposely flooding the Nation with no regard for the quality of life for Canadian citizens . They are Blatantly lying to the public about immigration stats . They will continue to import the vote and place them in key electoral riding's to retain power . And know one is holding them accountable . A Pathetic compliance to the downfall of existence in this country .
Identity Attack0.10221587
Insult0.5177041
Profanity0.062454045
Threat0.008375733
Severe Toxicity0.010757446
Moderate 0.47119883 Moderate Con 0.328 Insult Unverified_Claim
Jun 20, 2025 How Canada broke its immigration …
wake up folks and get this maggot prime minister trudeau OUT! If he has his way... refugees will have the right to vote....buying votes is illegal!!
wake up folks and get this maggot prime minister trudeau OUT! If he has his way... refugees will have the right to vote....buying votes is illegal!!
Identity Attack0.16801116
Insult0.5130944
Profanity0.16217725
Threat0.018019408
Severe Toxicity0.020127986
Moderate 0.46982017 Low Con 0.257 Insult
Jan 26, 2019 2 likes How much do refugees and …
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 …
Too all the crying babies here : STOP VOTING TRUDEAU AND LIBERALS. Until then stfu !
Too all the crying babies here : STOP VOTING TRUDEAU AND LIBERALS. Until then stfu !
Identity Attack0.10221587
Insult0.48313886
Profanity0.26280963
Threat0.025443908
Severe Toxicity0.023076924
Moderate 0.46982017 Low Con 0.18
Aug 25, 2025 Why Canadians Are Turning Against …
I'm a white French Canadian. I'm 61 years old. If ever there's a Muslim who wants to be the prime minister he has my vote. I'm tired of white politicians who don't have any back …
I'm a white French Canadian. I'm 61 years old. If ever there's a Muslim who wants to be the prime minister he has my vote. I'm tired of white politicians who don't have any back bone.
Identity Attack0.5135796
Insult0.40243408
Profanity0.13432594
Threat0.01508414
Severe Toxicity0.023076924
Moderate 0.4645176 Constructive 0.566 Identity Attack
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
I vote to remove immigrants. Warnings from U.K (TommyRobinson) is a great example of why
I vote to remove immigrants. Warnings from U.K (TommyRobinson) is a great example of why
Identity Attack0.55044734
Insult0.16868424
Profanity0.10054382
Threat0.3526302
Severe Toxicity0.05742428
Moderate 0.45921504 Constructive 0.593 Identity Attack
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
STOP VOTING FOR THE LEFT HOLY ****!!!!!!!
STOP VOTING FOR THE LEFT HOLY ****!!!!!!!
Identity Attack0.10221587
Insult0.40243408
Profanity0.39409557
Threat0.012803185
Severe Toxicity0.02439716
Moderate 0.45761138 Low Con 0.176 Call_To_Action
Aug 10, 2025 1 likes How Canada broke its immigration …
If you don’t vote Liberal, you’re racist……I think the Liberals have cried wolf too many times. It’s long past they need to be gone.
If you don’t vote Liberal, you’re racist……I think the Liberals have cried wolf too many times. It’s long past they need to be gone.
Identity Attack0.36598656
Insult0.47384647
Profanity0.07047026
Threat0.02924249
Severe Toxicity0.019095084
Moderate 0.4575469 Moderate Con 0.304 Identity_Assertion
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Sure would be great if Canadians can stop voting the corrupt treasonous liberals back into power over n over again. They’re globalists following orders from the WEF.
Sure would be great if Canadians can stop voting the corrupt treasonous liberals back into power over n over again. They’re globalists following orders from the WEF.
Identity Attack0.28034934
Insult0.5130944
Profanity0.04291453
Threat0.008738215
Severe Toxicity0.014188796
Moderate 0.4575469 Low Con 0.194 Insult Call_To_Action
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
Thank turdeau and the ones who voted his thieves back in.
Thank turdeau and the ones who voted his thieves back in.
Identity Attack0.027815815
Insult0.5130944
Profanity0.06646215
Threat0.007948523
Severe Toxicity0.011291504
Moderate 0.4575469 Low Con 0.222 Insult
Aug 28, 2025 1 likes 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 …
It me so sick. People that have never paid taxes getting our benefits. It’s all nuts. I will never vote liberal
It me so sick. People that have never paid taxes getting our benefits. It’s all nuts. I will never vote liberal
Identity Attack0.11744241
Insult0.48627716
Profanity0.14490221
Threat0.00967031
Severe Toxicity0.014705247
Moderate 0.4574824 Moderate Con 0.378 Economic_Argument
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
👏👏 great work Team Quebec 👏👏 All of Canada 🇨🇦 Needs to implement this immediately. Also 🛑 STOP 🛑 VOTING LIE-BERAL 💩👎.
👏👏 great work Team Quebec 👏👏 All of Canada 🇨🇦 Needs to implement this immediately. Also 🛑 STOP 🛑 VOTING LIE-BERAL 💩👎.
Identity Attack0.1508922
Insult0.5072643
Profanity0.11292298
Threat0.00866054
Severe Toxicity0.021290002
Moderate 0.45243698 Moderate Con 0.355 Insult
Nov 24, 2025 Quebec Ends Economic Immigration Program …
too many immigrunts voting for the libratards, because they are the ones bringing in the immigrunts in the first place, ive been coservative for the past ten years now and the libratards are always finding …
too many immigrunts voting for the libratards, because they are the ones bringing in the immigrunts in the first place, ive been coservative for the past ten years now and the libratards are always finding a ways to stay in office and have these people vote libratard for them to stay in the country that the libratards get in every time and its killing this country...............pp for pm...............!!!!!!👍👍👍👍👍👍👍
Identity Attack0.43896464
Insult0.42743355
Profanity0.18786818
Threat0.13700877
Severe Toxicity0.02383376
Moderate 0.45243698 Moderate Con 0.367 Unverified_Claim
Sep 8, 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 …
We can no longer fix this issue because the majority or our country is IMMIGRANTS! They literally can out vote real Canadians. We have lost our country. The west doesn’t even get a say in …
We can no longer fix this issue because the majority or our country is IMMIGRANTS! They literally can out vote real Canadians. We have lost our country. The west doesn’t even get a say in federal politics…immigration is a multi billion dollar industry. There is nothing left in this country for our children and I am truly scared to grow old here with millions of immigrants who hate us and our country, running everything and filling our medical system. Whites are blames for being racist yet anyone with common sense can see whites are the LEAST racist of all. We are doomed, and quite honestly this country isn’t worrh fighting for…we don’t have free speech or the right to self preservation for a country that won’t stfu about ‘human rights’
Identity Attack0.5135796
Insult0.39743927
Profanity0.089370176
Threat0.012181788
Severe Toxicity0.023076924
Moderate 0.4475325 Constructive 0.502 Identity Attack Fear_Threat
Feb 17, 2026 2 likes LILLEY UNLEASHED: The fall of …

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.