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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 465 of 1230
Could smell this video before I clicked on it
Could smell this video before I clicked on it
Identity Attack0.01374736
Insult0.04149419
Profanity0.11601777
Threat0.019228047
Severe Toxicity0.014769804
Moderate 0.30502358 Moderate Con 0.316 Humor_Satire
Jan 27, 2026 8 likes Inside Canada's Indian Invasion...
Canadians can thank that spineless Trudeau for the mess that has been created. It's going to get worse until they start cleaning up...how many Khalistanis are hiding in Canada?
Canadians can thank that spineless Trudeau for the mess that has been created. It's going to get worse until they start cleaning up...how many Khalistanis are hiding in Canada?
Identity Attack0.25140062
Insult0.24928534
Profanity0.020646973
Threat0.011405042
Severe Toxicity0.008583069
Moderate 0.30502358 Low Con 0.278
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
Polske tez te gady zaczynaja zalewać
Polske tez te gady zaczynaja zalewać
Identity Attack0.27510223
Insult0.25404143
Profanity0.22572558
Threat0.036839653
Severe Toxicity0.023076924
Moderate 0.30502358 Low Con 0.203 Fear_Threat
Mar 2, 2026 Inside Canada's Indian Invasion...
This makes me sick.
This makes me sick.
Identity Attack0.010433395
Insult0.15627414
Profanity0.09775851
Threat0.013321015
Severe Toxicity0.0076675415
Moderate 0.30502358 Moderate Con 0.374
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Get the LiEberals out
Get the LiEberals out
Identity Attack0.28034934
Insult0.113185234
Profanity0.068967216
Threat0.12689553
Severe Toxicity0.011444092
Moderate 0.30502358 Low Con 0.225 Call_To_Action
Jan 5, 2026 Migrants cross into Canada near …
We need more...deportations!
We need more...deportations!
Identity Attack0.27340925
Insult0.06372428
Profanity0.024814399
Threat0.05914995
Severe Toxicity0.014576134
Moderate 0.30502358 Low Con 0.293 Call_To_Action
Dec 25, 2025 5 likes Deportations From Canada at Their …
Those migrants could never bring that to JAMAICA
Those migrants could never bring that to JAMAICA
Identity Attack0.37152436
Insult0.076185785
Profanity0.050680235
Threat0.00899713
Severe Toxicity0.009689331
Moderate 0.30502358 Low Con 0.208
Dec 13, 2025 Why Canadians Are Turning Against …
All these diploma mills should be shut down 👎👎👎👎👎👎👎
All these diploma mills should be shut down 👎👎👎👎👎👎👎
Identity Attack0.04151922
Insult0.083359696
Profanity0.08581402
Threat0.040638234
Severe Toxicity0.01502803
Moderate 0.30502358 Low Con 0.152
Oct 1, 2025 70 likes IRCC Names India in Study …
This video is diverting attention from the real issue. Why does it start by showing Muslims praying? What does that have to do with the problem? Let’s look at facts: how many Muslims live in …
This video is diverting attention from the real issue. Why does it start by showing Muslims praying? What does that have to do with the problem? Let’s look at facts: how many Muslims live in Canada compared to the Indian population? Muslims are not a country and not a single culture. There are European Muslims, North African Muslims, Asian Muslims, Arab Muslims, and Black Muslims. Does it harm anyone if Muslims practice their religion peacefully? This type of framing only fuels unnecessary hate and division
Identity Attack0.3817989
Insult0.12521741
Profanity0.033144772
Threat0.009955117
Severe Toxicity0.009498596
Moderate 0.30502358 Constructive 0.577
Aug 26, 2025 Why Canadians Are Turning Against …
Hi Tyler . In Germany they have spots.( there Arabia typ ) don't have to go, to the place. But in the US they give them a Dame hole town.😂 Nuts. Also the Ghana Town. …
Hi Tyler . In Germany they have spots.( there Arabia typ ) don't have to go, to the place. But in the US they give them a Dame hole town.😂 Nuts. Also the Ghana Town. Greetings from Munich
Identity Attack0.28034934
Insult0.16751462
Profanity0.2263305
Threat0.020782012
Severe Toxicity0.020386212
Moderate 0.30502358 Moderate Con 0.494 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
white employees in ANY timhortans in canada are either kids or elderly. we call it Singh hortans now
white employees in ANY timhortans in canada are either kids or elderly. we call it Singh hortans now
Identity Attack0.36702603
Insult0.110259406
Profanity0.028640235
Threat0.0078449575
Severe Toxicity0.010147095
Moderate 0.30502358 Moderate Con 0.319 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I agree. Canadians are not getting jobs. All Canadians of every color. The govt is responsible for this epidemic. Cdn born students cannot get a job at any fast food joints. They are occupied by …
I agree. Canadians are not getting jobs. All Canadians of every color. The govt is responsible for this epidemic. Cdn born students cannot get a job at any fast food joints. They are occupied by fake students . Chalo, fresco, no frills, real cdn superstore , Costco, Amazon etc are only hiring Sikh punjabis. This is called discrimination against the Cdn citizens of ever colour. Our standard of living is down. Send these so-called student back. Not forgetting the refugees who are collecting free housing, free money for clothing shelter. We did not vote for these million of refugees to come to our country with all their hate for Canadians and our way of life. Close the borders. Especially Roxham in Quebec. Criminals, terrorist are entering Canada without being vetted. Home owners should have the right to defend themselves against home invasion.
Identity Attack0.31307843
Insult0.20201176
Profanity0.027273865
Threat0.010265815
Severe Toxicity0.01159668
Moderate 0.30502358 Constructive 0.679 Unverified_Claim
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Not just brown town in Brampton it’s all over. Worst thing man is they are training ppl in Punjab at the local stores. Train ppl in English or French it’s Canada. I find it ignorant …
Not just brown town in Brampton it’s all over. Worst thing man is they are training ppl in Punjab at the local stores. Train ppl in English or French it’s Canada. I find it ignorant to train ppl in a language that Canadians don’t use. I go into Tim Hortons in a small town and they barely know English. Ask for cream get sugar everytime man. the culture sometimes is rude and short with ppl. Too many apartments and rentals are putting student immigrants first instead of Canada students. The driving is unreal saw immigrants driving in the middle of the road!! Like wtf. It’s out of control.
Identity Attack0.18705739
Insult0.27763805
Profanity0.04667213
Threat0.007883795
Severe Toxicity0.007019043
Moderate 0.30502358 Constructive 0.661 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
My family came to this country 35 years. My parents were educated, they brought over money and skill, we went through background checks to confirm we were not criminals. We paid taxes and we contributed …
My family came to this country 35 years. My parents were educated, they brought over money and skill, we went through background checks to confirm we were not criminals. We paid taxes and we contributed to the society. Now everything is different. The problem is not immigrants. The immigrants who come here properly are fine. They do not burden the society. The problems are illegals and refugees. They drain the society and create crimes. That’s what you gotta stop.
Identity Attack0.35624164
Insult0.1823172
Profanity0.020373698
Threat0.010239923
Severe Toxicity0.0119018555
Moderate 0.30502358 Constructive 0.659
Aug 26, 2025 Why Canadians Are Turning Against …
The next hail in Calgary that damagea cars and people's houses will in some way shape or form be an indians fault. So you lot are the developed country, you have the systems in place. …
The next hail in Calgary that damagea cars and people's houses will in some way shape or form be an indians fault. So you lot are the developed country, you have the systems in place. You lot claim no corruption and the superior moral ground yet a villager from a 3rd world country is able to scam your system. Only Canadians can support this logic.
Identity Attack0.33060804
Insult0.18107465
Profanity0.022628209
Threat0.010938995
Severe Toxicity0.0090408325
Moderate 0.30502358 Moderate Con 0.333 Identity_Assertion
Sep 29, 2025 IRCC Names India in Study …
Lol I got rear ended before christmas by an Indian with no insurance. Now I got back pain
Lol I got rear ended before christmas by an Indian with no insurance. Now I got back pain
Identity Attack0.35948995
Insult0.12883772
Profanity0.10116278
Threat0.013631714
Severe Toxicity0.013285006
Moderate 0.30502358 Moderate Con 0.42 Personal_Narrative
Feb 6, 2026 1 likes Inside Canada's Indian Invasion...
That's just what we want to see. Foreigners taking over entire towns and cities. Toronto is gone and now we're losing smaller cities too? Just hand our country over to India already.
That's just what we want to see. Foreigners taking over entire towns and cities. Toronto is gone and now we're losing smaller cities too? Just hand our country over to India already.
Identity Attack0.3817989
Insult0.0838533
Profanity0.02030538
Threat0.010964886
Severe Toxicity0.010070801
Moderate 0.30502358 Moderate Con 0.36 Identity_Assertion
Jan 2, 2026 Inside Canada's Indian Metropolis (Brampton)
this video had a polarizing agenda and left information out at will. Shame on RocaNews
this video had a polarizing agenda and left information out at will. Shame on RocaNews
Identity Attack0.018972786
Insult0.1711343
Profanity0.05543986
Threat0.01086132
Severe Toxicity0.0062179565
Moderate 0.30502358 Low Con 0.209
Dec 12, 2025 Inside Canada's Indian Metropolis (Brampton)
We need white spaces.
We need white spaces.
Identity Attack0.32768643
Insult0.06354945
Profanity0.069969244
Threat0.013528148
Severe Toxicity0.014898917
Moderate 0.30502358 Low Con 0.248
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Shik , khalistani saperatist say they are from Punjab but Hindu say they r from India
Shik , khalistani saperatist say they are from Punjab but Hindu say they r from India
Identity Attack0.37432748
Insult0.3388922
Profanity0.17055123
Threat0.050098058
Severe Toxicity0.024772761
Moderate 0.30502358 Low Con 0.202 Identity_Assertion
Feb 20, 2026 2 likes Inside Canada's Indian Invasion...
lettin in too many mfs in
lettin in too many mfs in
Identity Attack0.08583717
Insult0.16337912
Profanity0.2963245
Threat0.020609349
Severe Toxicity0.020644438
Moderate 0.30502358 Low Con 0.242
Jun 28, 2025 Canadian Citizenship Test 2025 – …
Is this a far left channel? 😅 why tell us how much the deportations cost? Doesn't letting illegal aliens stay cost the country more? Joke
Is this a far left channel? 😅 why tell us how much the deportations cost? Doesn't letting illegal aliens stay cost the country more? Joke
Identity Attack0.28034934
Insult0.1505596
Profanity0.023379711
Threat0.008453408
Severe Toxicity0.0077056885
Moderate 0.30502358 Low Con 0.247
Jan 8, 2026 Deportations From Canada at Their …
They gotta go. Noone wants them here. It's brutual having to pretend we like them.
They gotta go. Noone wants them here. It's brutual having to pretend we like them.
Identity Attack0.19890837
Insult0.16773392
Profanity0.062454045
Threat0.025616571
Severe Toxicity0.00869751
Moderate 0.30502358 Low Con 0.259 Fear_Threat
Feb 24, 2026 Inside Canada's Indian Invasion...
Multicult is a mistake
Multicult is a mistake
Identity Attack0.33675182
Insult0.07998765
Profanity0.08775374
Threat0.009592636
Severe Toxicity0.012359619
Moderate 0.30502358 Low Con 0.264 Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I cry every time I see my fellow Canadians living in tents, jobless , homeless, without doctors and hungry. We really need a break and compassion from what our own government has done to us …
I cry every time I see my fellow Canadians living in tents, jobless , homeless, without doctors and hungry. We really need a break and compassion from what our own government has done to us with this out of control insane mass immigration / invasion.
Identity Attack0.23542951
Insult0.24928534
Profanity0.020578653
Threat0.008789998
Severe Toxicity0.0077056885
Moderate 0.30502358 Constructive 0.541
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …

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.