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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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30,738 comments · Page 816 of 1230
Esto es el problema, que simplemente nos reímos o nos acostumbrados a vivir en un sitio que ya reconocemos en vez de actuar, el gran reemplazo no me cabe ninguna duda de que es real …
Esto es el problema, que simplemente nos reímos o nos acostumbrados a vivir en un sitio que ya reconocemos en vez de actuar, el gran reemplazo no me cabe ninguna duda de que es real ya que en diferentes partes del mundo, siempre bajo gobiernos socialistas se fomenta la inmigración descontrolada sin el más mínimo rigor y observación a futuro de como puede impactar en la economía. En España, mi pais es exactamente el mismo cuento, no sé imagina el tipo de perfil que más está emigrando aquí con las puertas abiertas, todo tipo de ayudas y con ventajas que ni los propios ciudadanos de aquí tienen, esto si sigue así acabará muy mal y las minorías serán los ciudadanos de cada país que serán tachados de racistas por respirar. Y he de decir que los indios en general me parecen personas muy buenas, ojalá en Europa la inmigración que predomine sea esa y no africanos.
Identity Attack0.04048799
Insult0.061101943
Profanity0.035649836
Threat0.006304411
Severe Toxicity0.005455017
Low Tox 0.1013248 Constructive 0.667 Fear_Threat
Feb 24, 2026 1 likes Inside Canada's Indian Invasion...
I can tell dude with the reflective vest on the bicycle watches Nick Fuentes 😂
I can tell dude with the reflective vest on the bicycle watches Nick Fuentes 😂
Identity Attack0.0076955543
Insult0.03335018
Profanity0.021945024
Threat0.00756015
Severe Toxicity0.0025177002
Low Tox 0.1013248 Moderate Con 0.336 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Nope were closed go back
Nope were closed go back
Identity Attack0.0042917514
Insult0.025542418
Profanity0.025634222
Threat0.011405042
Severe Toxicity0.0032424927
Low Tox 0.10089093 Moderate Con 0.334
Jan 5, 2026 43 likes Migrants cross into Canada near …
Canada “used” to be considered the cleanest country 😂
Canada “used” to be considered the cleanest country 😂
Identity Attack0.049989145
Insult0.030154925
Profanity0.015864678
Threat0.006763986
Severe Toxicity0.0028800964
Low Tox 0.10089093 Low Con 0.216 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Religion has nothing to do with immigration, why missing up all this ...let focus on Immigration politics and fixing what broken instead of pointing fingers. everyone is taking opportunities as majorities of Canadians other otherwise …
Religion has nothing to do with immigration, why missing up all this ...let focus on Immigration politics and fixing what broken instead of pointing fingers. everyone is taking opportunities as majorities of Canadians other otherwise white, African, India or Asian we are all immigrant except native people. so let fix the issue we are having with immigration and government politics and irresponsibility's ... government must focus on peoples instead of group of peoples interest
Identity Attack0.08087392
Insult0.022770792
Profanity0.011458136
Threat0.0065115434
Severe Toxicity0.001821518
Low Tox 0.10089093 Constructive 0.673
Aug 29, 2025 Why Canadians Are Turning Against …
Mass immigration clearly doesnt work so whats the end game for the liberals?
Mass immigration clearly doesnt work so whats the end game for the liberals?
Identity Attack0.046159767
Insult0.024640027
Profanity0.012687869
Threat0.0073789097
Severe Toxicity0.0019550323
Low Tox 0.10089093 Low Con 0.171 Policy_Critique
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
guy worried about chat, yet little does he know hes been recorded for millions of people XD
guy worried about chat, yet little does he know hes been recorded for millions of people XD
Identity Attack0.0103594
Insult0.024382202
Profanity0.042413518
Threat0.009851551
Severe Toxicity0.0039100647
Low Tox 0.10089093 Low Con 0.272 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Close the border
Close the border
Identity Attack0.031722516
Insult0.01617693
Profanity0.020646973
Threat0.014393489
Severe Toxicity0.0040245056
Low Tox 0.10089093 Moderate Con 0.348 Call_To_Action
Dec 25, 2025 1 likes Deportations From Canada at Their …
Not good at all
Not good at all
Identity Attack0.0069185994
Insult0.023866551
Profanity0.024882717
Threat0.008116818
Severe Toxicity0.0022029877
Low Tox 0.10089093 Moderate Con 0.327 Meta_Commentary
Jan 30, 2026 1 likes Inside Canada's Indian Invasion...
Cary north Carolina looks like this 😂
Cary north Carolina looks like this 😂
Identity Attack0.028886627
Insult0.028171662
Profanity0.02932342
Threat0.008362788
Severe Toxicity0.003604889
Low Tox 0.10089093 Moderate Con 0.309 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Things will never change here until the Liberal government is gone so stop voting for them .
Things will never change here until the Liberal government is gone so stop voting for them .
Identity Attack0.021987455
Insult0.029714199
Profanity0.014464149
Threat0.010110466
Severe Toxicity0.002193451
Low Tox 0.10089093 Moderate Con 0.319 Call_To_Action
Aug 25, 2025 Why Canadians Are Turning Against …
Just a little brown eye dominance on the bus every now and then. nbd
Just a little brown eye dominance on the bus every now and then. nbd
Identity Attack0.03249594
Insult0.02618698
Profanity0.019758832
Threat0.013476364
Severe Toxicity0.00333786
Low Tox 0.10089093 Moderate Con 0.405 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Sorry bro but the moment you went to a trafficker and went an bought a knife have you had to defend yourself it would still be predetermined….
Sorry bro but the moment you went to a trafficker and went an bought a knife have you had to defend yourself it would still be predetermined….
Identity Attack0.00258985
Insult0.017936565
Profanity0.013029462
Threat0.056240413
Severe Toxicity0.0028038025
Low Tox 0.10089093 Low Con 0.215 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Voluntary compliance always works well with criminals. They never break the law only law abiding citizens do that.
Voluntary compliance always works well with criminals. They never break the law only law abiding citizens do that.
Identity Attack0.006289636
Insult0.046764325
Profanity0.013405213
Threat0.007974415
Severe Toxicity0.0015926361
Low Tox 0.10089093 Low Con 0.235 Fear_Threat
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Still trying to get my PR, stuck in this complete mess.
Still trying to get my PR, stuck in this complete mess.
Identity Attack0.004069764
Insult0.030816011
Profanity0.049427703
Threat0.008531082
Severe Toxicity0.0024986267
Low Tox 0.10089093 Moderate Con 0.398 Personal_Narrative
Feb 19, 2026 LILLEY UNLEASHED: The fall of …
Bike guy spoke no lies
Bike guy spoke no lies
Identity Attack0.010951365
Insult0.036104713
Profanity0.031391226
Threat0.0078449575
Severe Toxicity0.002861023
Low Tox 0.10089093 Moderate Con 0.361 Solidarity
Jan 28, 2026 Inside Canada's Indian Invasion...
Good to know the “ True” face of Canadians….😢esp. the Man holding the bicycles. I shud repoert on wat he said… ???😢😢Canadian GOVT.
Good to know the “ True” face of Canadians….😢esp. the Man holding the bicycles. I shud repoert on wat he said… ???😢😢Canadian GOVT.
Identity Attack0.044612918
Insult0.031036375
Profanity0.010552917
Threat0.00780612
Severe Toxicity0.0025749207
Low Tox 0.10089093 Constructive 0.537 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
I did a road trip from my home in Las Vegas to Calgary. I was shocked at the vast racial demographics in that area vs Montana.
I did a road trip from my home in Las Vegas to Calgary. I was shocked at the vast racial demographics in that area vs Montana.
Identity Attack0.078392304
Insult0.021094928
Profanity0.017367685
Threat0.0073918556
Severe Toxicity0.0030899048
Low Tox 0.10089093 Constructive 0.535 Personal_Narrative
Feb 12, 2026 8 likes Canada's tighter immigration policy divides …
As someone from Brampton, it's really sad to see Brampton being flooded by more of them every year.
As someone from Brampton, it's really sad to see Brampton being flooded by more of them every year.
Identity Attack0.016862517
Insult0.033570543
Profanity0.014122557
Threat0.008466354
Severe Toxicity0.002040863
Low Tox 0.10089093 Constructive 0.558 Identity_Assertion
Feb 7, 2026 Inside Canada's Indian Invasion...
Draining our system all over Canada
Draining our system all over Canada
Identity Attack0.0233943
Insult0.022512967
Profanity0.016479544
Threat0.032695748
Severe Toxicity0.0037193298
Low Tox 0.10089093 Low Con 0.257 Unverified_Claim
Jul 5, 2025 2 likes How Canada broke its immigration …
Wow, the whole 10 people deported! In how much time? "Good" job, Canada!
Wow, the whole 10 people deported! In how much time? "Good" job, Canada!
Identity Attack0.037909906
Insult0.02373764
Profanity0.011663092
Threat0.009592636
Severe Toxicity0.0025939941
Low Tox 0.10089093 Moderate Con 0.331 Humor_Satire
Feb 19, 2026 Canadian immigration officers investigating hundreds …
They have studied and are exploiting loopholes, and have been for years, but rest assured, the Liberal government will be putting a minor slowdown on the rampant immigration by 2027. Not even joking... I am …
They have studied and are exploiting loopholes, and have been for years, but rest assured, the Liberal government will be putting a minor slowdown on the rampant immigration by 2027. Not even joking... I am not against immigration, I am against mass immigration. There should be no more than 10,000 entering the country every year, and not all mainly from one country. The Liberal government is lining us up for disaster under the direction of the WEF.
Identity Attack0.032753747
Insult0.03070583
Profanity0.013473531
Threat0.008349842
Severe Toxicity0.0019836426
Low Tox 0.10089093 Constructive 0.598 Policy_Critique
Oct 3, 2025 1 likes IRCC Names India in Study …
PRETTY SURE WE DCNT SELL WEAPONS AT 711 TYLER. THIS IS CANADA...KIND OF
PRETTY SURE WE DCNT SELL WEAPONS AT 711 TYLER. THIS IS CANADA...KIND OF
Identity Attack0.037136484
Insult0.019934712
Profanity0.01490822
Threat0.023544617
Severe Toxicity0.004825592
Low Tox 0.10089093 Low Con 0.229 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Is that why the liberals are pushing the maid program on seniors, veterans and young adults ... just mostly Canadians... how come they don't offer it to the immigrants
Is that why the liberals are pushing the maid program on seniors, veterans and young adults ... just mostly Canadians... how come they don't offer it to the immigrants
Identity Attack0.07425626
Insult0.025155678
Profanity0.0117997285
Threat0.0067834044
Severe Toxicity0.0020217896
Low Tox 0.10089093 Moderate Con 0.401 Question
Feb 17, 2026 3 likes LILLEY UNLEASHED: The fall of …
I’m a Canadian living in US , I hope I don’t get deported to Canada 😂
I’m a Canadian living in US , I hope I don’t get deported to Canada 😂
Identity Attack0.061130337
Insult0.02103047
Profanity0.015967157
Threat0.0072365063
Severe Toxicity0.0022697449
Low Tox 0.10089093 Moderate Con 0.434 Humor_Satire
Jan 11, 2026 Deportations From Canada at Their …

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.