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
30,738 comments · Page 318 of 1230
This isn’t Liberal incompetence — it’s self-funded corruption. They use taxpayer money to buy media, influence institutions, and protect themselves from accountability. Canadians are literally paying for their own political manipulation. Liberals = the most …
This isn’t Liberal incompetence — it’s self-funded corruption. They use taxpayer money to buy media, influence institutions, and protect themselves from accountability. Canadians are literally paying for their own political manipulation. Liberals = the most corrupt government in Canadian history: Green Slush Fund (SDTC) SNC-Lavalin Affair ArriveCAN Firearms Buyback fiasco WE Charity scandal Foreign interference Triad-linked organized crime in B.C. Fentanyl crisis Aga Khan vacation Investing in Canada Plan 2019 Election "Lavish" Spending Telford/Trudeau Staff Scandal Finance Minister Bill Morneau's Controversies Liberal MP Paul Chiang controversy Greenbelt scandal Montgomery Carney's countless conflicts of interest and his Brookfield $6.5B tax evasion. Chrystia Freeland Ukraine reconstruction funding controversy
Identity Attack0.34974504
Insult0.36709076
Profanity0.12551236
Threat0.022681303
Severe Toxicity0.021935565
Moderate 0.39441586 Low Con 0.3 Policy_Critique
Feb 17, 2026 8 likes LILLEY UNLEASHED: The fall of …
Those Canadians are starting to grow a brain. Their own citizens come first before immigrants
Those Canadians are starting to grow a brain. Their own citizens come first before immigrants
Identity Attack0.40883094
Insult0.36193377
Profanity0.027547138
Threat0.008155655
Severe Toxicity0.014576134
Moderate 0.39441586 Low Con 0.295
Nov 21, 2025 27 likes Quebec Ends Economic Immigration Program …
As a Canadian, we are so cooked. Indian's and Muslim's aren't even trying to hide it, they're just straight up saying they intend on turning this into a non-white country.
As a Canadian, we are so cooked. Indian's and Muslim's aren't even trying to hide it, they're just straight up saying they intend on turning this into a non-white country.
Identity Attack0.48915586
Insult0.23237456
Profanity0.09324962
Threat0.010705971
Severe Toxicity0.019611536
Moderate 0.39441586 Moderate Con 0.41 Fear_Threat
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Fantastic. That's how you get after these fraudulent people. Keep going. Canadians are behind you.
Fantastic. That's how you get after these fraudulent people. Keep going. Canadians are behind you.
Identity Attack0.23542951
Insult0.4339631
Profanity0.024541125
Threat0.008582866
Severe Toxicity0.008888245
Moderate 0.39441586 Moderate Con 0.447
Sep 30, 2025 IRCC Names India in Study …
Canadian born and sooooooo sick and tired of the fire hose immigration here. Soooo many cons to this policy!
Canadian born and sooooooo sick and tired of the fire hose immigration here. Soooo many cons to this policy!
Identity Attack0.37879246
Insult0.37506318
Profanity0.026454043
Threat0.008311004
Severe Toxicity0.013607788
Moderate 0.39441586 Moderate Con 0.443 Policy_Critique
Aug 25, 2025 50 likes Why Canadians Are Turning Against …
The refugees get more money than seniors in pension even tho they worked in Canada and played taxes for 40-50 years. That is sad!!! People just walking across the border claming refugees status or silent …
The refugees get more money than seniors in pension even tho they worked in Canada and played taxes for 40-50 years. That is sad!!! People just walking across the border claming refugees status or silent seekers get money, housing, eyewear. Healthcare for free. What the f.... is wrong with people running the government .
Identity Attack0.14019285
Insult0.26957804
Profanity0.39409557
Threat0.008738215
Severe Toxicity0.019095084
Moderate 0.39441586 Moderate Con 0.467 Policy_Critique
Jun 29, 2025 How much do refugees and …
White people complaining after taking land forcefully from the natives 😅
White people complaining after taking land forcefully from the natives 😅
Identity Attack0.46028158
Insult0.16802633
Profanity0.10920923
Threat0.025616571
Severe Toxicity0.019998873
Moderate 0.39441586 Low Con 0.18
Oct 27, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
No white babies No black babies Lots of Indian babies. They have the numbers and there is lots of strength in numbers
No white babies No black babies Lots of Indian babies. They have the numbers and there is lots of strength in numbers
Identity Attack0.46050715
Insult0.16875735
Profanity0.1589207
Threat0.016810767
Severe Toxicity0.023076924
Moderate 0.39441586 Low Con 0.265
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Well WOW! Canada really is the “friendliest” place on earth. Buddy on the bike is the friendliest racist I think I’ve ever watched 😂
Well WOW! Canada really is the “friendliest” place on earth. Buddy on the bike is the friendliest racist I think I’ve ever watched 😂
Identity Attack0.36702603
Insult0.35505778
Profanity0.047173142
Threat0.007974415
Severe Toxicity0.014640691
Moderate 0.39441586 Moderate Con 0.357 Humor_Satire
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
The Sock Puppet did this. He is not very bright but he is pretty, so the Canadian female voters vote for him because the Conservative leaders who have brains and good policies are just not …
The Sock Puppet did this. He is not very bright but he is pretty, so the Canadian female voters vote for him because the Conservative leaders who have brains and good policies are just not pretty enough. Sad but true.
Identity Attack0.17925262
Insult0.43450394
Profanity0.05543986
Threat0.007029374
Severe Toxicity0.009841919
Moderate 0.39441586 Moderate Con 0.355 Policy_Critique
Jun 23, 2025 How Canada broke its immigration …
Why don't they stay in their own country and try to fix it up instead of coming to our countries and destroying them
Why don't they stay in their own country and try to fix it up instead of coming to our countries and destroying them
Identity Attack0.39773783
Insult0.24287975
Profanity0.0816113
Threat0.06690872
Severe Toxicity0.022710243
Moderate 0.39441586 Low Con 0.227 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
It’s because some immigration consultants sell the PR. It’s becoming a scam. Canadians don’t even get jobs. Young people don’t even get jobs. And Canada now is has lost its integrity as a country. It’s …
It’s because some immigration consultants sell the PR. It’s becoming a scam. Canadians don’t even get jobs. Young people don’t even get jobs. And Canada now is has lost its integrity as a country. It’s infested with drug cartels like America, infested with scammers, terrorists war mongerers, car nappers etc, etc, Canada is not the same anymore. Just imagine the government is already taken by other ideologies. The death of the freedom of Canadian soldiers in the wars are already in vain. The morals, integrity, honesty and due diligence. History of Canada should be inculcated in schools. So children of the country will know how Canada became as Canada. It is the freedom to live in peace in honesty in diligence in integrity. For the unit of a society starts from a family. If all of these is not practice, Canada as a country Will be gone. If a country don’t take control of these things, the history of Canada is totally gone.
Identity Attack0.36702603
Insult0.40243408
Profanity0.064458095
Threat0.03407705
Severe Toxicity0.019611536
Moderate 0.39441586 Moderate Con 0.466 Policy_Critique
Nov 20, 2025 Quebec Ends Economic Immigration Program …
Asa a Canadian I would like to haunt all immigration
Asa a Canadian I would like to haunt all immigration
Identity Attack0.4139151
Insult0.09124154
Profanity0.08613731
Threat0.4339666
Severe Toxicity0.023076924
Moderate 0.39441586 Moderate Con 0.465 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I can sympathise that people from third world country's lack opportunity but when they come to western countries they take our opportunities ruin our demographics and replicate their failed society's where ever they go
I can sympathise that people from third world country's lack opportunity but when they come to western countries they take our opportunities ruin our demographics and replicate their failed society's where ever they go
Identity Attack0.45610145
Insult0.2817503
Profanity0.08322773
Threat0.013424582
Severe Toxicity0.023076924
Moderate 0.39441586 Constructive 0.517 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
we need to break out of this narrative that Trudeau brought them here. He might be the lead clown in the circus but this immigration flood has been going on for 50 years, the only …
we need to break out of this narrative that Trudeau brought them here. He might be the lead clown in the circus but this immigration flood has been going on for 50 years, the only thing is that it is turned up to 11 in the last 5 years and the results are inescapable now. White flight is impossible now.
Identity Attack0.28034934
Insult0.42367843
Profanity0.044668075
Threat0.008246276
Severe Toxicity0.008659363
Moderate 0.39441586 Moderate Con 0.375
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
That is why Trump’s ICE is removing hundreds of thousands of illegal criminal aliens out of the US that are on Interpol’s Red list. (homicide, sex offences, crimes against children, drug offences, etc, etc)
That is why Trump’s ICE is removing hundreds of thousands of illegal criminal aliens out of the US that are on Interpol’s Red list. (homicide, sex offences, crimes against children, drug offences, etc, etc)
Identity Attack0.36803186
Insult0.34135336
Profanity0.07385241
Threat0.13815513
Severe Toxicity0.023076924
Moderate 0.39441586 Low Con 0.267 Fear_Threat
Feb 18, 2026 31 likes Canadian immigration officers investigating hundreds …
indians are better than Paks and Somalis and the French
indians are better than Paks and Somalis and the French
Identity Attack0.4774257
Insult0.22770336
Profanity0.13873272
Threat0.015256803
Severe Toxicity0.023076924
Moderate 0.39441586 Low Con 0.153 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
Way too many INDIANS😢😢😢
Way too many INDIANS😢😢😢
Identity Attack0.46028158
Insult0.24424846
Profanity0.10797132
Threat0.03718498
Severe Toxicity0.035007052
Moderate 0.39441586 Moderate Con 0.32
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
I bet she's even phatter now bcz of the lies you fed her 😂😂
I bet she's even phatter now bcz of the lies you fed her 😂😂
Identity Attack0.023595277
Insult0.27146968
Profanity0.22622968
Threat0.015256803
Severe Toxicity0.02258113
Moderate 0.39441586 Moderate Con 0.342 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Thank a Liberal for what we have become, Trudeau and now Carney.. Too many sheep.
Thank a Liberal for what we have become, Trudeau and now Carney.. Too many sheep.
Identity Attack0.048480038
Insult0.4339631
Profanity0.040158957
Threat0.007314181
Severe Toxicity0.0073242188
Moderate 0.39441586 Low Con 0.231 Policy_Critique
Aug 27, 2025 Why Canadians Are Turning Against …
We need to send them all back to their own countries! We have nowhere else to go!
We need to send them all back to their own countries! We have nowhere else to go!
Identity Attack0.38238457
Insult0.16868424
Profanity0.054437835
Threat0.05688698
Severe Toxicity0.023076924
Moderate 0.39441586 Low Con 0.199 Fear_Threat
Mar 2, 2026 1 likes Inside Canada's Indian Invasion...
As a catholic I can’t pray silently without any display and still I can be arrested, yet these immigrants can stop traffic praying and that’s NOT OK. GET THE FFFF OUT.
As a catholic I can’t pray silently without any display and still I can be arrested, yet these immigrants can stop traffic praying and that’s NOT OK. GET THE FFFF OUT.
Identity Attack0.40351558
Insult0.28586254
Profanity0.13432594
Threat0.02924249
Severe Toxicity0.021806452
Moderate 0.39441586 Moderate Con 0.465 Identity_Assertion
Aug 25, 2025 445 likes Why Canadians Are Turning Against …
Name calling is the left calling card ! Call me racist , fascist, i DO NOT CARE , all what i see is a rapid decline of a proud country that i emigrated to over …
Name calling is the left calling card ! Call me racist , fascist, i DO NOT CARE , all what i see is a rapid decline of a proud country that i emigrated to over 40 years ago and worked hard and happily to belong to.
Identity Attack0.25817248
Insult0.36537176
Profanity0.07191269
Threat0.009281937
Severe Toxicity0.017481172
Moderate 0.39441586 Moderate Con 0.454 Personal_Narrative
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
You gotta do a part 2 in Vancouver!!! Its even WORSE.🤣 (Go to Surrey) it’s literally INDIA and your a minority in your own city
You gotta do a part 2 in Vancouver!!! Its even WORSE.🤣 (Go to Surrey) it’s literally INDIA and your a minority in your own city
Identity Attack0.39870077
Insult0.26957804
Profanity0.108590275
Threat0.014220826
Severe Toxicity0.023076924
Moderate 0.39441586 Moderate Con 0.341 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
lets put an indian citizen in charge of immigration...yikes.these women have no idea what they are doing.
lets put an indian citizen in charge of immigration...yikes.these women have no idea what they are doing.
Identity Attack0.44690517
Insult0.26957804
Profanity0.11292298
Threat0.012854968
Severe Toxicity0.017997624
Moderate 0.39441586 Low Con 0.198 Identity_Assertion
Oct 1, 2025 IRCC Names India in Study …

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.