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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 #}

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Active: "Replacement" 245 comments · Page 9 of 10
population replacement
population replacement
Identity Attack0.019475231
Insult0.017420914
Profanity0.017777596
Threat0.011353259
Severe Toxicity0.0044441223
Low Tox 0.062236045 Moderate Con 0.382 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
They took over 💯 replacement is real
They took over 💯 replacement is real
Identity Attack0.00776955
Insult0.01929015
Profanity0.037403382
Threat0.00866054
Severe Toxicity0.0032234192
Low Tox 0.054284602 Moderate Con 0.362
Jan 27, 2026 Inside Canada's Indian Invasion...
wasn't it harper that opened the door by subsidizing immigrant workers wages? I still remember a woman on the news who got let go from a basic restaurant job in weyburn and replaced by an …
wasn't it harper that opened the door by subsidizing immigrant workers wages? I still remember a woman on the news who got let go from a basic restaurant job in weyburn and replaced by an immigrant with a federally subsidized wage.
Identity Attack0.036105253
Insult0.017743196
Profanity0.010689554
Threat0.0063626673
Severe Toxicity0.0012159348
Low Tox 0.051563308 Constructive 0.702 Economic_Argument
Feb 20, 2026 3 likes LILLEY UNLEASHED: The fall of …
It isn't immigration it is replacement.
It isn't immigration it is replacement.
Identity Attack0.024801146
Insult0.012680908
Profanity0.012858666
Threat0.007327127
Severe Toxicity0.0018787384
Low Tox 0.050573748 Low Con 0.179
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
The "lost Canadian " citizenship program "replaces" the reductions to immigration.It's just a bait and switch , We will still see inceases .
The "lost Canadian " citizenship program "replaces" the reductions to immigration.It's just a bait and switch , We will still see inceases .
Identity Attack0.022590388
Insult0.019032324
Profanity0.010296722
Threat0.006543908
Severe Toxicity0.0013065338
Low Tox 0.048842013 Moderate Con 0.32 Unverified_Claim
Jan 14, 2026 Canada’s new rules in 2026
2.9 million people can lawsuit against Trudeau because Trudeau simply allowed too many temporary visas that should not be allowed from the first place. For example, Trudeau allowed visas to allow people to work for …
2.9 million people can lawsuit against Trudeau because Trudeau simply allowed too many temporary visas that should not be allowed from the first place. For example, Trudeau allowed visas to allow people to work for minimum wage jobs in Canada or jobs with no trade skills., and even if skilled workers were invited, their jobs are not in high demand or about to be replaced by AI in a couple of years. Every year over 100,000 jobs will be replaced by AI starting from the late 2026, starting from the transportation industry, customer services, office jobs, IT jobs, and education; soon healthcare and engineering as well. No developed country needs workers anymore except very few experts and there will be massive layoff, not because of the economic crisis, but because of AI. In Japan, China, and South Korea, AI are widely used and now young people with a master or PhD degree can't even get a job.
Identity Attack0.00621564
Insult0.026702631
Profanity0.013371054
Threat0.00713294
Severe Toxicity0.0015544891
Low Tox 0.048594624 Moderate Con 0.496
Jan 16, 2026 2.9 million Canadian temporary visas …
Who cares about replacing the work force? Why do we need to have babies so that bankers and corporations can still get paid? This obsession with GDP and having workers renders Canada an economic zone, …
Who cares about replacing the work force? Why do we need to have babies so that bankers and corporations can still get paid? This obsession with GDP and having workers renders Canada an economic zone, instead of a nation.
Identity Attack0.009027477
Insult0.021803947
Profanity0.011816809
Threat0.006427396
Severe Toxicity0.0013542175
Low Tox 0.04686289 Moderate Con 0.316
Aug 25, 2025 Why Canadians Are Turning Against …
I have worked here since the 90s.........25 years of work, was just fired and replaced with a temporary foreign worker in December 2025........im suing
I have worked here since the 90s.........25 years of work, was just fired and replaced with a temporary foreign worker in December 2025........im suing
Identity Attack0.01666154
Insult0.015264924
Profanity0.0117997285
Threat0.008492245
Severe Toxicity0.0013256073
Low Tox 0.046120718 Constructive 0.515
Jan 21, 2026 24 likes Why Canada’s immigration system has …
Canadians have always tried to be polite and welcome immigrants. People came here for a peaceful safe lifestyle and future but our leaders have allowed too many too fast and overwhelmed the system. Many immigrants …
Canadians have always tried to be polite and welcome immigrants. People came here for a peaceful safe lifestyle and future but our leaders have allowed too many too fast and overwhelmed the system. Many immigrants that have arrived now don’t want a Canadian lifestyle they want to replace it with the system they left behind. Our leaders seem to support this and want working Canadians to pay for it. This is the anger that is festering as leaders ignore our concerns
Identity Attack0.026609946
Insult0.018452216
Profanity0.009698936
Threat0.006492125
Severe Toxicity0.001077652
Low Tox 0.045378547 Constructive 0.72
Aug 25, 2025 142 likes Why Canadians Are Turning Against …
Remember, the replacement is a “conspiracy theory”!
Remember, the replacement is a “conspiracy theory”!
Identity Attack0.0031633168
Insult0.017420914
Profanity0.013131939
Threat0.007353018
Severe Toxicity0.0012397766
Low Tox 0.044636376 Low Con 0.079 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
It's not a real crisis until they replace the guys bumping spare change in the drive through.
It's not a real crisis until they replace the guys bumping spare change in the drive through.
Identity Attack0.0028673338
Insult0.01625293
Profanity0.017162729
Threat0.013424582
Severe Toxicity0.0017642975
Low Tox 0.044141594 Low Con 0.236 Humor_Satire
Feb 15, 2026 Inside Canada's Indian Invasion...
And they say the great replacement is a conspiracy theory
And they say the great replacement is a conspiracy theory
Identity Attack0.005438685
Insult0.01625293
Profanity0.017026093
Threat0.007689608
Severe Toxicity0.001449585
Low Tox 0.043646812 Low Con 0.207
Jan 27, 2026 539 likes Inside Canada's Indian Invasion...
Governments need to start thinking what to do when AI replaces most workers. Hundreds of thousands of people will be unemployed and this will happen sooner than we can imagine. Québec may need immigrants in …
Governments need to start thinking what to do when AI replaces most workers. Hundreds of thousands of people will be unemployed and this will happen sooner than we can imagine. Québec may need immigrants in the very short term, but it will need to deal with mass unemployment in 3 years from now, being very optimistic. Immigration in the AI era needs to be rethought. Being an immigrant myself, I advocate for skilled immigration, but we are on the brink of a social disruption. It's time to take it slow.
Identity Attack0.013546381
Insult0.017872108
Profanity0.011253181
Threat0.0076507707
Severe Toxicity0.0012207031
Low Tox 0.038991302 Constructive 0.75
Nov 21, 2025 Quebec Ends Economic Immigration Program …
Intentional to cause western countries culture and citizens replacement….
Intentional to cause western countries culture and citizens replacement….
Identity Attack0.014149316
Insult0.012718908
Profanity0.01041628
Threat0.007909686
Severe Toxicity0.0012969971
Low Tox 0.036634352 Low Con 0.154 Fear_Threat
Feb 19, 2026 2 likes LILLEY UNLEASHED: The fall of …
EU pushing the great replacement march
EU pushing the great replacement march
Identity Attack0.010655383
Insult0.011578901
Profanity0.016172111
Threat0.0089712385
Severe Toxicity0.001783371
Low Tox 0.032156147 Low Con 0.23 Fear_Threat
Feb 11, 2026 2 likes Canada's tighter immigration policy divides …
Will the right people actually step up and do the job? Because right now, all we see are endless debates with zero real solutions. When will Canadians finally realize that these so-called leaders or people …
Will the right people actually step up and do the job? Because right now, all we see are endless debates with zero real solutions. When will Canadians finally realize that these so-called leaders or people in these positions can’t (or won’t) do their jobs properly? They need more pressure, more accountability and if they still can’t deliver, then they should be replaced by Canadians who will get the job done.
Identity Attack0.013948337
Insult0.014390918
Profanity0.009733095
Threat0.006925808
Severe Toxicity0.0009441376
Low Tox 0.03109552 Moderate Con 0.396
Oct 1, 2025 1 likes IRCC Names India in Study …
They're rapidly replacing the entire workforce at my place of employment. I can say where because I'll get in trouble with HR Karen.
They're rapidly replacing the entire workforce at my place of employment. I can say where because I'll get in trouble with HR Karen.
Identity Attack0.0025343532
Insult0.012490907
Profanity0.01174849
Threat0.008789998
Severe Toxicity0.0009202957
Low Tox 0.029092113 Moderate Con 0.456 Personal_Narrative
Sep 29, 2025 1 likes IRCC Names India in Study …
This is all by design, they want us replaced.
This is all by design, they want us replaced.
Identity Attack0.004347248
Insult0.0103248935
Profanity0.013029462
Threat0.008556974
Severe Toxicity0.001115799
Low Tox 0.025085296 Low Con 0.22 Unverified_Claim
Oct 16, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
west wide agenda replacement
west wide agenda replacement
Identity Attack0.0071775843
Insult0.010058892
Profanity0.014122557
Threat0.00814271
Severe Toxicity0.001449585
Low Tox 0.024613906 Low Con 0.233
Nov 9, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
the great replacement eh
the great replacement eh
Identity Attack0.0036812867
Insult0.010476895
Profanity0.016411226
Threat0.00780612
Severe Toxicity0.0013542175
Low Tox 0.023788974 Low Con 0.299 Unverified_Claim
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I used to watch Tyler for on-the-ground curiosity, but the tone has clearly shifted post-2024. Earlier videos observed problems; recent ones assign blame by implication. Extreme claims go unchallenged, anecdotes replace data, and editing clusters …
I used to watch Tyler for on-the-ground curiosity, but the tone has clearly shifted post-2024. Earlier videos observed problems; recent ones assign blame by implication. Extreme claims go unchallenged, anecdotes replace data, and editing clusters the most inflammatory voices to suggest consensus. That’s not neutral documentation that’s narrative framing. Silence isn’t objectivity, it’s an editorial choice.
Identity Attack0.0022198714
Insult0.013174911
Profanity0.010501678
Threat0.006712203
Severe Toxicity0.00069618225
Low Tox 0.022846194 Constructive 0.537 Meta_Commentary
Jan 28, 2026 4 likes Inside Canada's Indian Invasion...
Great replacement is just a theory riiight!
Great replacement is just a theory riiight!
Identity Attack0.0029968263
Insult0.010818896
Profanity0.013951761
Threat0.0071588317
Severe Toxicity0.0011444092
Low Tox 0.022728346 Low Con 0.234 Unverified_Claim
Jan 14, 2026 Inside Canada's Indian Metropolis (Brampton)
The Great Replacement
The Great Replacement
Identity Attack0.0043657473
Insult0.009640889
Profanity0.016411226
Threat0.008168601
Severe Toxicity0.0014877319
Low Tox 0.021549871 Moderate Con 0.35 Fear_Threat
Mar 2, 2026 Inside Canada's Indian Invasion...
The great replacement theory in action
The great replacement theory in action
Identity Attack0.004994711
Insult0.0096028885
Profanity0.014703264
Threat0.0076119336
Severe Toxicity0.0012588501
Low Tox 0.021549871 Low Con 0.227 Fear_Threat
Feb 10, 2026 Inside Canada's Indian Invasion...
No replacement at all, next...
No replacement at all, next...
Identity Attack0.002210622
Insult0.008994885
Profanity0.0113385795
Threat0.008427517
Severe Toxicity0.0010538101
Low Tox 0.02072494 Moderate Con 0.361 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...

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.