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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 600 of 1230
What do you mean why? If the population of white people is shrinking that's something to be concerned about but i assume most people immigrants in Canada are legal and if there are illegal people …
What do you mean why? If the population of white people is shrinking that's something to be concerned about but i assume most people immigrants in Canada are legal and if there are illegal people its the governments fault. I like that the video was covering all aspects of the story and differing opinions but the only grievance i saw was racism, other things can be tackled by application of law. And most immigrants would be afraid to break the law.
Identity Attack0.2781757
Insult0.061101943
Profanity0.018255826
Threat0.007857903
Severe Toxicity0.0045204163
Low Tox 0.22043827 Constructive 0.805
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Tubby cop got mad because he didnt get food first XDD
Tubby cop got mad because he didnt get food first XDD
Identity Attack0.016862517
Insult0.06921569
Profanity0.10425757
Threat0.011094344
Severe Toxicity0.0077438354
Low Tox 0.22043827 Low Con 0.275 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Nothing CBC says is believable. They lie, contradict and omit information at will. Its time to think about demanding accuracy or getting rid of this national waste of money. What is the point of having …
Nothing CBC says is believable. They lie, contradict and omit information at will. Its time to think about demanding accuracy or getting rid of this national waste of money. What is the point of having news, if it is mostly one sided and bull?
Identity Attack0.0075845607
Insult0.16817254
Profanity0.02167175
Threat0.0083886795
Severe Toxicity0.0029754639
Low Tox 0.22043827 Low Con 0.228
Feb 20, 2018 How much do refugees and …
I'm from Ohio, US. I wanted to visit India but I decided to go to Toronto instead, now I don't want to go to India anymore.
I'm from Ohio, US. I wanted to visit India but I decided to go to Toronto instead, now I don't want to go to India anymore.
Identity Attack0.28034934
Insult0.034451995
Profanity0.026454043
Threat0.009877442
Severe Toxicity0.0065231323
Low Tox 0.22043827 Constructive 0.557
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
you have the liberal government to blame for the mess we have here now .
you have the liberal government to blame for the mess we have here now .
Identity Attack0.055673428
Insult0.1505596
Profanity0.02433617
Threat0.008013252
Severe Toxicity0.0032615662
Low Tox 0.22043827 Low Con 0.218
Jul 23, 2025 2 likes How Canada broke its immigration …
Indians are tamils from sri lanka they are dravidians the dna stems from north africa punjabis are not indian or tamils nor are they dravidians fun fact.
Indians are tamils from sri lanka they are dravidians the dna stems from north africa punjabis are not indian or tamils nor are they dravidians fun fact.
Identity Attack0.2783691
Insult0.070482984
Profanity0.0715894
Threat0.009126588
Severe Toxicity0.010223389
Low Tox 0.2191003 Moderate Con 0.307 Unverified_Claim
Feb 24, 2026 Inside Canada's Indian Invasion...
Canadians can't afford the Canadian dream.never mind adding immigration
Canadians can't afford the Canadian dream.never mind adding immigration
Identity Attack0.25478655
Insult0.059061307
Profanity0.014361672
Threat0.007081157
Severe Toxicity0.005340576
Low Tox 0.2191003 Low Con 0.158 Economic_Argument
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Gas station knives come in clutch 😂
Gas station knives come in clutch 😂
Identity Attack0.013244915
Insult0.029053112
Profanity0.06044999
Threat0.15434735
Severe Toxicity0.01412424
Low Tox 0.2191003 Moderate Con 0.342 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
Canadians are going to leave and set up in another country, prosper, then their grandchildren can come back and invest in Canada, which will be a third world resource rich country with cheap labor😂
Canadians are going to leave and set up in another country, prosper, then their grandchildren can come back and invest in Canada, which will be a third world resource rich country with cheap labor😂
Identity Attack0.18903255
Insult0.0808917
Profanity0.016103793
Threat0.0064727063
Severe Toxicity0.0047302246
Low Tox 0.2191003 Low Con 0.158 Humor_Satire
Aug 26, 2025 Why Canadians Are Turning Against …
Asking a immigrant about other immigrant on immigration what am i missing ? Oh okay its not about the immigration its about the skin colour.
Asking a immigrant about other immigrant on immigration what am i missing ? Oh okay its not about the immigration its about the skin colour.
Identity Attack0.24970764
Insult0.035553806
Profanity0.021603432
Threat0.0079873605
Severe Toxicity0.005531311
Low Tox 0.2191003 Moderate Con 0.347 Identity_Assertion
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
Let me ask this: If the majority of the population of Brampton were Irish immigrants instead of Indian immigrants, would that be okay with you?
Let me ask this: If the majority of the population of Brampton were Irish immigrants instead of Indian immigrants, would that be okay with you?
Identity Attack0.27778897
Insult0.056719027
Profanity0.026180768
Threat0.0076507707
Severe Toxicity0.005874634
Low Tox 0.2191003 Moderate Con 0.34 Moral_Argument
Nov 1, 2025 Inside Canada's Indian Metropolis (Brampton)
All these immigrants came to Canada temporarily. They came here, made their money, now it's time to leave.
All these immigrants came to Canada temporarily. They came here, made their money, now it's time to leave.
Identity Attack0.23542951
Insult0.0670459
Profanity0.01490822
Threat0.0077154995
Severe Toxicity0.0051498413
Low Tox 0.2191003 Moderate Con 0.374 Unverified_Claim
Jan 18, 2026 2.9 million Canadian temporary visas …
And youtube removed this because its 'racist"? The truth hurts. I'm glad you are safe though. This needs to be looked at. Makes me wonder about the stories about Immigrants showing up on Reservations and …
And youtube removed this because its 'racist"? The truth hurts. I'm glad you are safe though. This needs to be looked at. Makes me wonder about the stories about Immigrants showing up on Reservations and lurking being true.
Identity Attack0.1714862
Insult0.082866095
Profanity0.019622196
Threat0.007689608
Severe Toxicity0.0046157837
Low Tox 0.2191003 Constructive 0.74 Fear_Threat
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
You can't blame anyone because of drug addicts and homelessness.
You can't blame anyone because of drug addicts and homelessness.
Identity Attack0.019374741
Insult0.15485314
Profanity0.021808386
Threat0.007598988
Severe Toxicity0.003376007
Low Tox 0.2191003 Moderate Con 0.326
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
White Eresure
White Eresure
Identity Attack0.21470967
Insult0.045007613
Profanity0.06546012
Threat0.011974656
Severe Toxicity0.00919342
Low Tox 0.2191003 Low Con 0.169
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Same here in Surrey Canada.. it’s flooded. A lot of corruption going on for these people coming here as fake students.. rumour over 30k a year coming to Canada with fake documents from air India …
Same here in Surrey Canada.. it’s flooded. A lot of corruption going on for these people coming here as fake students.. rumour over 30k a year coming to Canada with fake documents from air India airlines
Identity Attack0.09741807
Insult0.15698463
Profanity0.0166845
Threat0.0071199946
Severe Toxicity0.003566742
Low Tox 0.2191003 Moderate Con 0.435 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Lot of people....the original citizens feel the burn since the world around them is changing. It's natural that they harbor these ill feelings. Most of them are ill informed and have these racist views. It's …
Lot of people....the original citizens feel the burn since the world around them is changing. It's natural that they harbor these ill feelings. Most of them are ill informed and have these racist views. It's true for every immigrant community that emigrated from Europe as well. You have Irish immigrant towns, little Italy's, China towns, little India's, polish neighborhoods in Chicago etc ...these kind of neighborhoods are all over north America (USA & Canada). This is natural. Assimilation happens in 1 or 2 generations. Economic expansion and fulfilling social security benefits for the older generation needs population growth and a new younger workforce. This is achieved thru immigration of skilled labor force of all kinds. Population dynamics and demographics keep changing all the time and it has happened thru out human history. Now we are living in an interconnected and inter dependent world. It's better to adapt to change and move on and retain your loyalty to the country they migrated to and contribute positively to their economy and try to assimilate as much as possible and be aware of the sensitivities. This new immigration is from Asia and they are of different ethnicities and cultural background unlike european immigration that happened earlier. So some backlash to these new people's is to be expected and there will be lot of scapegoating and stereotypical epithets that will employed to demonize the new immigrant groups. We all have to adjust assimilate and move on in this great circle of life.
Identity Attack0.18705739
Insult0.08582769
Profanity0.027410502
Threat0.012440704
Severe Toxicity0.0062179565
Low Tox 0.2191003 Constructive 0.732 Comparative_Framing
Dec 21, 2025 Inside Canada's Indian Metropolis (Brampton)
All immigrants needs to adapt to the law of Canada. Your bad behavior, is not acceptable. Canada strong.
All immigrants needs to adapt to the law of Canada. Your bad behavior, is not acceptable. Canada strong.
Identity Attack0.16587129
Insult0.082372494
Profanity0.013029462
Threat0.007689608
Severe Toxicity0.0038337708
Low Tox 0.2191003 Low Con 0.264 Identity_Assertion
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
Most of us don't want them in our country. I left Canada 3 years ago and don't know if I will ever move back
Most of us don't want them in our country. I left Canada 3 years ago and don't know if I will ever move back
Identity Attack0.23694818
Insult0.056133457
Profanity0.015932998
Threat0.008789998
Severe Toxicity0.006866455
Low Tox 0.2191003 Constructive 0.549 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canada is cooked
Canada is cooked
Identity Attack0.10221587
Insult0.06826523
Profanity0.08355101
Threat0.011508608
Severe Toxicity0.009536743
Low Tox 0.2191003 Moderate Con 0.377 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
12:49 You cant use a knife for self defence in Canada
12:49 You cant use a knife for self defence in Canada
Identity Attack0.031464707
Insult0.019096779
Profanity0.02023706
Threat0.34804323
Severe Toxicity0.011749268
Low Tox 0.2191003 Low Con 0.235 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
IN INDIA WE HAVE 200 YAERS OLD CHURCH AND CANADIAN HAVE PROBLEM WHITH OTHER RELIGION STATUE 🙄 ON THE LAND WHICH NOT BELONG TO THEM
IN INDIA WE HAVE 200 YAERS OLD CHURCH AND CANADIAN HAVE PROBLEM WHITH OTHER RELIGION STATUE 🙄 ON THE LAND WHICH NOT BELONG TO THEM
Identity Attack0.2463217
Insult0.06267534
Profanity0.019622196
Threat0.0069387536
Severe Toxicity0.0063323975
Low Tox 0.2191003 Low Con 0.284 Comparative_Framing
Feb 12, 2026 Inside Canada's Indian Invasion...
Those who are not natives, complaining 😂.
Those who are not natives, complaining 😂.
Identity Attack0.11280017
Insult0.08459369
Profanity0.027273865
Threat0.007857903
Severe Toxicity0.0052261353
Low Tox 0.2191003 Low Con 0.226 Identity_Assertion
Dec 9, 2025 Inside Canada's Indian Metropolis (Brampton)
I venture to guess Diab is Ukrainian and possibly related to freeland !
I venture to guess Diab is Ukrainian and possibly related to freeland !
Identity Attack0.10221587
Insult0.06494803
Profanity0.1110661
Threat0.011042561
Severe Toxicity0.008468628
Low Tox 0.2191003 Moderate Con 0.348 Unverified_Claim
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
So much ragebait. British colonization destabilized our country, cultures, and unity, leaving a power vaccum for corruption. Search up the 1947 Partition. Decades of conflict led individuals to immigrate for better opportunities. We don’t need …
So much ragebait. British colonization destabilized our country, cultures, and unity, leaving a power vaccum for corruption. Search up the 1947 Partition. Decades of conflict led individuals to immigrate for better opportunities. We don’t need someone outside from Brampton coming in to provoke our community. Especially when ya’ll will never comment on the strengths of these immigrants—some of the most hardworking people you’ll meet. E.g. how the Punjabi Sikh community raised over $2.3 million for the first hospital in Brampton. Let’s emphasize the love, brother. 🙏🏽
Identity Attack0.116281845
Insult0.10148193
Profanity0.027547138
Threat0.00933372
Severe Toxicity0.005760193
Low Tox 0.2191003 Constructive 0.756 Solidarity
Jan 29, 2026 3 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.