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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

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.

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Search comment text, filter by category or toxicity level
Active: "I did not vote for …" 678 comments · Page 3 of 28
After almost 8 years of corrupt, tyrannical, incompetent Liberal government under Trudeau, ignorant Canadians have voted for the SAME TYPE of government again. Carney is another Trudeau!! What a bunch of SHEEP!!
After almost 8 years of corrupt, tyrannical, incompetent Liberal government under Trudeau, ignorant Canadians have voted for the SAME TYPE of government again. Carney is another Trudeau!! What a bunch of SHEEP!!
Identity Attack0.47178617
Insult0.71120167
Profanity0.12220735
Threat0.0091524795
Severe Toxicity0.027833538
Moderate 0.6989911 Low Con 0.193 Insult
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
30000 a day last year Stop the Liberal trying to get votes. Create the Crisis then spend our money on their Company's to fix the problem they created! Elbows up and it is Trumps fault. …
30000 a day last year Stop the Liberal trying to get votes. Create the Crisis then spend our money on their Company's to fix the problem they created! Elbows up and it is Trumps fault. FOOLS!
Identity Attack0.06522302
Insult0.7497506
Profanity0.22105443
Threat0.011560392
Severe Toxicity0.023076924
Moderate 0.6989911 Low Con 0.204 Insult
Dec 23, 2025 1 likes Deportations From Canada at Their …
Thank all the people that voted liberal for all this garbage going on. Thanks to all you woke jokes. Done with this trash go home and don't come back
Thank all the people that voted liberal for all this garbage going on. Thanks to all you woke jokes. Done with this trash go home and don't come back
Identity Attack0.23391083
Insult0.6991143
Profanity0.22522148
Threat0.020954676
Severe Toxicity0.023974609
Moderate 0.6989911 Moderate Con 0.305 Insult Call_To_Action
Aug 29, 2025 Why Canadians Are Turning Against …
Liberals ruined everything, it's so pathetic & ridiculous yet Canadians vote liberal or even NDP!
Liberals ruined everything, it's so pathetic & ridiculous yet Canadians vote liberal or even NDP!
Identity Attack0.37292135
Insult0.71027446
Profanity0.14842765
Threat0.009722093
Severe Toxicity0.023076924
Moderate 0.687436 Low Con 0.257 Insult Policy_Critique
Oct 1, 2025 IRCC Names India in Study …
IF U BRING THEM IN AND MAKE THEM VOTE U WILL NEVER LOSE... THE DUMB KUNT AND JOE KNEW WHAT THEY WERE DOING
IF U BRING THEM IN AND MAKE THEM VOTE U WILL NEVER LOSE... THE DUMB KUNT AND JOE KNEW WHAT THEY WERE DOING
Identity Attack0.031464707
Insult0.71027446
Profanity0.46460027
Threat0.019746035
Severe Toxicity0.10702737
Moderate 0.6863638 Low Con 0.182 Insult Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
You had several opportunities to vote out Justin Trudeau and the liberals who brought this upon you. And every election you called the conservatives who pointed out the immigration debacle racist. Just eat s*** and …
You had several opportunities to vote out Justin Trudeau and the liberals who brought this upon you. And every election you called the conservatives who pointed out the immigration debacle racist. Just eat s*** and die and suffer the consequences of your voting actions.
Identity Attack0.22859548
Insult0.5739874
Profanity0.5150164
Threat0.49142194
Severe Toxicity0.23225832
Moderate 0.6852916 Moderate Con 0.325 Insult
Aug 25, 2025 Why Canadians Are Turning Against …
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 …
Im Canadian you shouldnt get anything from Gov when coming to Canada and the idiots who voted lib your one of the problems in Canada 10 years of FJT IF YOUR CANADIAN AND TRAVELING DONT …
Im Canadian you shouldnt get anything from Gov when coming to Canada and the idiots who voted lib your one of the problems in Canada 10 years of FJT IF YOUR CANADIAN AND TRAVELING DONT TELL ANYONE YOUR CANADIAN IN JAMAICA PORTO RICO FRANCE IN SPAIN THE CANADIANS WERE VIOLENTLY CONFRONTED BCS THEY WERE CALLED PEDOS BCS NO ONE FOUGHT TO PROTECT KIDS AGAISNT GENDER TEACHING IN SCHOOLS Canada is embarrassing now days
Identity Attack0.45610145
Insult0.6798578
Profanity0.26555094
Threat0.016292779
Severe Toxicity0.09912638
Moderate 0.6744087 Moderate Con 0.409 Insult
Sep 9, 2025 Why Canadians Are Turning Against …
This is liberals fault its there plan for all you dumb asses who voted them in you deserve this but for the ones who didn't vote for liberals time to stand up not take this …
This is liberals fault its there plan for all you dumb asses who voted them in you deserve this but for the ones who didn't vote for liberals time to stand up not take this bs by these immigrants in my opinion
Identity Attack0.43896464
Insult0.66500133
Profanity0.4662011
Threat0.06626215
Severe Toxicity0.17009245
Moderate 0.6744087 Low Con 0.296 Insult Policy_Critique
Aug 28, 2025 Why Canadians Are Turning Against …
Thanks. We know all this. The government has betrayed Canadians! And the fools still vote liberals
Thanks. We know all this. The government has betrayed Canadians! And the fools still vote liberals
Identity Attack0.26325142
Insult0.71120167
Profanity0.1854088
Threat0.008815889
Severe Toxicity0.022322904
Moderate 0.6667219 Low Con 0.227 Insult
Sep 22, 2025 Why Canadians Are Turning Against …
i hope that the people who voted for Carney and the libtards are happy ! thanks a lot for turning Canada into a shithole
i hope that the people who voted for Carney and the libtards are happy ! thanks a lot for turning Canada into a shithole
Identity Attack0.4453683
Insult0.6120431
Profanity0.542788
Threat0.0115345
Severe Toxicity0.15443328
Moderate 0.65996873 Low Con 0.26 Insult
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
these people are not diing their job by being too nice to the non compliant student visa.they came up wl 8% of what number? how dd they arrive at 8% if they do not knoew …
these people are not diing their job by being too nice to the non compliant student visa.they came up wl 8% of what number? how dd they arrive at 8% if they do not knoew the figure. this is the way liberals answer questions Just like the head Jystin Trudeau Ang Mr Carney remmber the phrase from Trudeau 10 years Ago "THE BOOK WILL BALANCE ITSELF" SO MANY IDIOT WHO VOTED FOR THIS KIND of mentality leader.
Identity Attack0.038167715
Insult0.71120167
Profanity0.26463717
Threat0.012596053
Severe Toxicity0.023076924
Moderate 0.65996873 Moderate Con 0.353 Insult
Sep 30, 2025 IRCC Names India in Study …
I get so mad at how badly Trudeaus government ruined Canada but then I remember that most the country still votes for these policies. I have to remind myself that I'm the idiot.
I get so mad at how badly Trudeaus government ruined Canada but then I remember that most the country still votes for these policies. I have to remind myself that I'm the idiot.
Identity Attack0.051580742
Insult0.68668073
Profanity0.37352943
Threat0.0089712385
Severe Toxicity0.021419114
Moderate 0.65996873 Constructive 0.505 Insult Personal_Narrative
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
The issue is not with immigrant, it is the criminals and the religious fanatic imposing their flawed belief into other countries. The bigger problem is are the criminals in power that been voted in by …
The issue is not with immigrant, it is the criminals and the religious fanatic imposing their flawed belief into other countries. The bigger problem is are the criminals in power that been voted in by traitors and brainwashed Canadians. Liberals are corrupted to the core, created this problem. Ford is a sellout hypocrite just like Trudeau, Carney and the rest. All traitors!
Identity Attack0.44690517
Insult0.6831271
Profanity0.09551262
Threat0.009359611
Severe Toxicity0.023076924
Moderate 0.6588125 Low Con 0.218 Insult
Aug 27, 2025 Why Canadians Are Turning Against …
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 …
Total abuse, most have no patients for immigration after this gong show especially last 5 years of these morons bringing in votes and cheaper compliant labor
Total abuse, most have no patients for immigration after this gong show especially last 5 years of these morons bringing in votes and cheaper compliant labor
Identity Attack0.22631748
Insult0.67254376
Profanity0.3547165
Threat0.010188141
Severe Toxicity0.023076924
Moderate 0.6426206 Low Con 0.271 Insult Policy_Critique
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
As long as they vote liberal the unethical, corrupt, deceitful liar of a PM doesn't care.
As long as they vote liberal the unethical, corrupt, deceitful liar of a PM doesn't care.
Identity Attack0.054763943
Insult0.68668073
Profanity0.09899642
Threat0.008841781
Severe Toxicity0.020386212
Moderate 0.6407703 Low Con 0.168 Insult Policy_Critique
Dec 19, 2025 IRCC Names India in Study …
I quit using Tim Hortons and have now started looking carefully at who works at other fast food restaurants. Quit supporting businesses who do NOT hire Canadians. Money speaks to business owners. The MUSLIM Shia …
I quit using Tim Hortons and have now started looking carefully at who works at other fast food restaurants. Quit supporting businesses who do NOT hire Canadians. Money speaks to business owners. The MUSLIM Shia Law enforcers WILL enforce their laws. The key word is ENFORCE. Lastly, Canadians voted back in a Totalitarian Government, FOOLS.
Identity Attack0.45348886
Insult0.67735565
Profanity0.22723788
Threat0.009877442
Severe Toxicity0.02378681
Moderate 0.6407703 Moderate Con 0.405 Insult
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Liberals voted for this clowns 🤡
Liberals voted for this clowns 🤡
Identity Attack0.17925262
Insult0.6831271
Profanity0.21673056
Threat0.0091524795
Severe Toxicity0.02116089
Moderate 0.63782936 Low Con 0.15 Insult Call_To_Action
Sep 22, 2025 1 likes Why Canadians Are Turning Against …
You clowns voted for liberal and want deportation of criminals. Rofl
You clowns voted for liberal and want deportation of criminals. Rofl
Identity Attack0.1015541
Insult0.67735565
Profanity0.19278693
Threat0.013372798
Severe Toxicity0.023076924
Moderate 0.6342749 Low Con 0.118 Insult Humor_Satire
Feb 19, 2026 Canadian immigration officers investigating hundreds …
Libs man its libs. Anyone who voted for liberals, did vote for this whole damn mess
Libs man its libs. Anyone who voted for liberals, did vote for this whole damn mess
Identity Attack0.21075934
Insult0.5130944
Profanity0.6001929
Threat0.01187109
Severe Toxicity0.040387187
Moderate 0.6308517 Low Con 0.176 Insult Policy_Critique
Sep 10, 2025 1 likes 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...
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 …
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 …

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.