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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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30,738 comments · Page 815 of 1230
Under throne law of sovergien throne permits under licens guest list from the registered book of life equality trumps demands with 48 seats ... now it's the throne your from that grants the passport to …
Under throne law of sovergien throne permits under licens guest list from the registered book of life equality trumps demands with 48 seats ... now it's the throne your from that grants the passport to the brides throne before the turkey bonnet admin from its nations right to life and birth to stemware the land... equality trumps demands or it can't be.... equal space and the right of return before its members international court ... throne liability costs awared too...
Identity Attack0.020882076
Insult0.03588435
Profanity0.015932998
Threat0.006912862
Severe Toxicity0.0022602081
Low Tox 0.1013248 Low Con 0.25
Dec 25, 2025 Deportations From Canada at Their …
Get ready for more taxes because we will have to pay free money to 2.5 million more asylum seekers
Get ready for more taxes because we will have to pay free money to 2.5 million more asylum seekers
Identity Attack0.04641757
Insult0.026444806
Profanity0.011458136
Threat0.00746953
Severe Toxicity0.0024986267
Low Tox 0.1013248 Low Con 0.225 Economic_Argument
Jan 15, 2026 6 likes 2.9 million Canadian temporary visas …
Wow what a beautiful commercial once again trying to project the refugees at the expense of the Canadian tax payer ... how much to make this CBC ? What ever just add it to the …
Wow what a beautiful commercial once again trying to project the refugees at the expense of the Canadian tax payer ... how much to make this CBC ? What ever just add it to the crushing debt we will pay for years to come thanks Liberals!!
Identity Attack0.029402243
Insult0.033570543
Profanity0.011902207
Threat0.007081157
Severe Toxicity0.0019454956
Low Tox 0.1013248 Moderate Con 0.313
Nov 6, 2018 How much do refugees and …
Liberals are using immigration to build up voters hence why the give these people better living conditions than Canadians, give businesses incentives to hire them over Canadian born and even give them better and faster …
Liberals are using immigration to build up voters hence why the give these people better living conditions than Canadians, give businesses incentives to hire them over Canadian born and even give them better and faster healthcare while the tax payer dies waiting to get life threatening surgeries.
Identity Attack0.04048799
Insult0.02657372
Profanity0.012038844
Threat0.011586283
Severe Toxicity0.0025367737
Low Tox 0.1013248 Moderate Con 0.426 Economic_Argument
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I agree something has to be done. No one seems to be less than a and they are dangerous
I agree something has to be done. No one seems to be less than a and they are dangerous
Identity Attack0.009693438
Insult0.030044744
Profanity0.021603432
Threat0.016292779
Severe Toxicity0.002746582
Low Tox 0.1013248 Moderate Con 0.412 Unverified_Claim
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
Ai slop
Ai slop
Identity Attack0.0057346676
Insult0.028722567
Profanity0.07320584
Threat0.009799767
Severe Toxicity0.0039100647
Low Tox 0.1013248 Moderate Con 0.433
Jan 14, 2026 Canada’s new rules in 2026
India's biggest export is people.
India's biggest export is people.
Identity Attack0.057492398
Insult0.025800243
Profanity0.024267852
Threat0.008052089
Severe Toxicity0.004310608
Low Tox 0.1013248 Low Con 0.234
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
When I saw the mattress my immediate thought: DO NOT SIT ON IT TYLER (bed bugs and lice)!!
When I saw the mattress my immediate thought: DO NOT SIT ON IT TYLER (bed bugs and lice)!!
Identity Attack0.0032743104
Insult0.028392024
Profanity0.022149978
Threat0.0100069
Severe Toxicity0.0030136108
Low Tox 0.1013248 Moderate Con 0.43 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Gli indiani studiano l'inglese già in asilo e sono i grandi alleati dell'Inghilterra, ultimamente hanno avuto anche il loro concittadino come primo ministro in UK quindi questi esodi sono studiati da decenni fermo restando che …
Gli indiani studiano l'inglese già in asilo e sono i grandi alleati dell'Inghilterra, ultimamente hanno avuto anche il loro concittadino come primo ministro in UK quindi questi esodi sono studiati da decenni fermo restando che non ho nulla contro di loro!
Identity Attack0.07591068
Insult0.03827355
Profanity0.021876704
Threat0.0060713873
Severe Toxicity0.0051116943
Low Tox 0.1013248 Moderate Con 0.466 Comparative_Framing
Feb 25, 2026 1 likes Inside Canada's Indian Invasion...
Asmon is gonna love the bike guy
Asmon is gonna love the bike guy
Identity Attack0.0103594
Insult0.02425329
Profanity0.04667213
Threat0.010654188
Severe Toxicity0.003929138
Low Tox 0.1013248 Low Con 0.212 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Send them home which in turn will remove the stress on our services.
Send them home which in turn will remove the stress on our services.
Identity Attack0.009434453
Insult0.025542418
Profanity0.012687869
Threat0.021127338
Severe Toxicity0.0026893616
Low Tox 0.1013248 Moderate Con 0.422
Jan 15, 2026 3 likes 2.9 million Canadian temporary visas …
WITH SO MUCH GUN CRIME, WHY ALLOW THEM TO HAVE BIG DECALS OF GUNS ON THEIR CARS???
WITH SO MUCH GUN CRIME, WHY ALLOW THEM TO HAVE BIG DECALS OF GUNS ON THEIR CARS???
Identity Attack0.004384246
Insult0.017420914
Profanity0.012517073
Threat0.044602267
Severe Toxicity0.0044059753
Low Tox 0.1013248 Low Con 0.214 Fear_Threat
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
10:55 that dude sounds like @brandonbuckingham
10:55 that dude sounds like @brandonbuckingham
Identity Attack0.011691323
Insult0.028171662
Profanity0.050429728
Threat0.010783645
Severe Toxicity0.0046920776
Low Tox 0.1013248 Moderate Con 0.331 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
6:51 ‘TDS Sports’ in Canada… is TDS the new LGBT? If you have TDS you are welcome here!
6:51 ‘TDS Sports’ in Canada… is TDS the new LGBT? If you have TDS you are welcome here!
Identity Attack0.07921951
Insult0.022706337
Profanity0.015488927
Threat0.007314181
Severe Toxicity0.0027275085
Low Tox 0.1013248 Low Con 0.235 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
You are just printing money and content for Asmongold :D
You are just printing money and content for Asmongold :D
Identity Attack0.0060676485
Insult0.03070583
Profanity0.02973333
Threat0.0068869707
Severe Toxicity0.002632141
Low Tox 0.1013248 Low Con 0.15 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Brampton has fallen
Brampton has fallen
Identity Attack0.009693438
Insult0.0314771
Profanity0.028776871
Threat0.010110466
Severe Toxicity0.0028800964
Low Tox 0.1013248 Moderate Con 0.302 Identity_Assertion
Sep 23, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
They attends the psw schools owned by indians. They are marked present at school while in real life they are working.
They attends the psw schools owned by indians. They are marked present at school while in real life they are working.
Identity Attack0.08500996
Insult0.028281843
Profanity0.018734055
Threat0.007197669
Severe Toxicity0.0026512146
Low Tox 0.1013248 Low Con 0.252 Unverified_Claim
Sep 29, 2025 IRCC Names India in Study …
we should change our national language to Punjab
we should change our national language to Punjab
Identity Attack0.06795148
Insult0.019032324
Profanity0.026590679
Threat0.010680079
Severe Toxicity0.005302429
Low Tox 0.1013248 Low Con 0.206
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
how is filing a fake refugee claim isn't criminal in and of itself? explain that to me why are ya'll always giving everyone the benefit of the doubt
how is filing a fake refugee claim isn't criminal in and of itself? explain that to me why are ya'll always giving everyone the benefit of the doubt
Identity Attack0.018068384
Insult0.034011267
Profanity0.01490822
Threat0.0070164283
Severe Toxicity0.0017166138
Low Tox 0.1013248 Moderate Con 0.332 Policy_Critique
Dec 30, 2025 Deportations From Canada at Their …
They didn't even learn English after a long time staying in India.
They didn't even learn English after a long time staying in India.
Identity Attack0.1015541
Insult0.024124376
Profanity0.017709278
Threat0.0074565844
Severe Toxicity0.0023174286
Low Tox 0.1013248 Low Con 0.231 Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Based bike guy holy moly we need more like him
Based bike guy holy moly we need more like him
Identity Attack0.0071775843
Insult0.04149419
Profanity0.03339528
Threat0.008323951
Severe Toxicity0.0032615662
Low Tox 0.1013248 Moderate Con 0.343 Solidarity
Jan 27, 2026 6 likes Inside Canada's Indian Invasion...
If I remember right canada first house crises was in the 19’s something and back then they started making more houses to resolved this problem………………..,… And I am thinking that getting immigrants from only 1 …
If I remember right canada first house crises was in the 19’s something and back then they started making more houses to resolved this problem………………..,… And I am thinking that getting immigrants from only 1 country might not be good, because of countries, society mentality…………. One Example ; a-lot people in the USA are strong guns advocate, if Canada only get people from the US and because the majority of Americans love their guns, they may advocate to have more guns freedom in Canada and teach their children guns loving mentality. So it is probably best to mix individual from various country to minimize this outcome. ………………. In any case immigration are very important for countries whom don’t make a lot of babies, to survive and stay strong in today’s world where weak countries are getting crushed by strong countries……………… what make countries strong is their population, where government take taxes to pay and buy defensive guns to defend a country without the need to go into dept and sell its soul to powerful countries. I did not go to any university and yet I was able to understand this …
Identity Attack0.04151922
Insult0.030595649
Profanity0.016342908
Threat0.013372798
Severe Toxicity0.0030517578
Low Tox 0.1013248 Constructive 0.579
Jul 20, 2025 How Canada broke its immigration …
Handcuffs
Handcuffs
Identity Attack0.0071035884
Insult0.022319598
Profanity0.08840031
Threat0.012285355
Severe Toxicity0.006713867
Low Tox 0.1013248 Moderate Con 0.366
Sep 30, 2025 IRCC Names India in Study …
I’d love to see what these figures are now 😂 this video was posted SEVEN years ago. Now we spend BILLIONS of tax money every year to support immigrants and refugees
I’d love to see what these figures are now 😂 this video was posted SEVEN years ago. Now we spend BILLIONS of tax money every year to support immigrants and refugees
Identity Attack0.052944973
Insult0.02193286
Profanity0.016957775
Threat0.006861079
Severe Toxicity0.0024414062
Low Tox 0.1013248 Moderate Con 0.394 Economic_Argument
Sep 10, 2025 How much do refugees and …
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...

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.