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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 638 of 1230
Damage is done and by the time it is fixed which I doubt it will, it will be too late. Assimilate into a new culture, not bring all your conflicts to Canadian soil, and try …
Damage is done and by the time it is fixed which I doubt it will, it will be too late. Assimilate into a new culture, not bring all your conflicts to Canadian soil, and try to take over the country and transform it to something else nobody wants. The illegals continue to come in courtesy of Carney carrying the socialist torch from Trudeau.
Identity Attack0.11512129
Insult0.081508696
Profanity0.015010698
Threat0.00866054
Severe Toxicity0.0037384033
Low Tox 0.19504376 Moderate Con 0.378 Policy_Critique
Aug 30, 2025 Why Canadians Are Turning Against …
lmao people need to learn about immigration process. not like he said, she said thing
lmao people need to learn about immigration process. not like he said, she said thing
Identity Attack0.053399716
Insult0.039151907
Profanity0.12374964
Threat0.008764107
Severe Toxicity0.007858276
Low Tox 0.19504376 Low Con 0.213 Question
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
PLAGUE
PLAGUE
Identity Attack0.01139534
Insult0.07491849
Profanity0.096482486
Threat0.011146127
Severe Toxicity0.009422302
Low Tox 0.19504376 Low Con 0.294
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
1. Almost 2.5 million Indians are currently living there. The total population is 41.6 million, so about 6% are Indians. The total number of Pakistanis is around 500K, and Bangladeshis about 100K. 2. Out of …
1. Almost 2.5 million Indians are currently living there. The total population is 41.6 million, so about 6% are Indians. The total number of Pakistanis is around 500K, and Bangladeshis about 100K. 2. Out of all these, an estimated 1.5 million people are either overstaying or have entered illegally. 3. Pakistanis and Bangladeshis are also involved in illegal activities (I’m not defending Indians—they are also involved, I’ll come to that). If you ask them, many will claim to be Indians. You can see the same trend in the UK as well. The reason I’m mentioning them is because they have a similar appearance to Indians. 4. Almost half of the Indians in Canada are living there illegally. Why do I say this? Because here in India I personally know many people from Punjab and Haryana who go there. In both states, you can easily find many agents who reassure people that they can send them to Canada or the USA without much difficulty. You can also see the trend among Punjabis—many aspire to drive trucks and cars in Canada. In India, people often see Punjabis as if their only purpose in life is to go to Canada. I love Punjabi people, but I don’t like this mindset. 5. So, the people you see doing disgusting things are most likely illegal immigrants. Why? Because genuine people go there to educate themselves and contribute something meaningful to the culture—not to behave like those individuals. 6. I really hope Canada can recover from this. I have a friend who went there in 2015, and he once told me to visit the country. Canadians are truly amazing, and the natural beauty (except the winter!) is so nice. Please, Canadian government, take some steps for the well-being of your people.❤
Identity Attack0.2308735
Insult0.05964688
Profanity0.035399333
Threat0.01238892
Severe Toxicity0.007095337
Low Tox 0.19504376 Constructive 0.824
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
As an Indian i feel really ashamed of the kind of precedence we are setting in Canada.
As an Indian i feel really ashamed of the kind of precedence we are setting in Canada.
Identity Attack0.16373143
Insult0.06564732
Profanity0.023721304
Threat0.0071847234
Severe Toxicity0.0036239624
Low Tox 0.19504376 Moderate Con 0.463 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
foot smells spreading
foot smells spreading
Identity Attack0.015757138
Insult0.0573046
Profanity0.10178173
Threat0.0079873605
Severe Toxicity0.007896423
Low Tox 0.19504376 Moderate Con 0.348 Advertisement_Spam
Jan 27, 2026 Inside Canada's Indian Invasion...
The of this government, the audacity! There are 10 million new immigrants in Canada not 1 million. And they’re not missing 76,000 people they’re missing hundreds of thousands of people! Has anybody been to Ottawa …
The of this government, the audacity! There are 10 million new immigrants in Canada not 1 million. And they’re not missing 76,000 people they’re missing hundreds of thousands of people! Has anybody been to Ottawa lately? Just use Ottawa as a cusp. that’s how Canada is right now there’s no room for anyone! Hospitals are overcrowded, rent is too high, homes are too expensive. Food is too high because we have too many people in Canada. Shipped them all back to where they came from and higher Canadian workers!
Identity Attack0.094936445
Insult0.08434689
Profanity0.026590679
Threat0.008505191
Severe Toxicity0.0059127808
Low Tox 0.19504376 Constructive 0.522
Sep 30, 2025 2 likes IRCC Names India in Study …
Grt the fl back to Europe
Grt the fl back to Europe
Identity Attack0.10221587
Insult0.06529768
Profanity0.06746418
Threat0.013372798
Severe Toxicity0.008354187
Low Tox 0.19504376 Low Con 0.266 Identity_Assertion
Feb 20, 2026 Inside Canada's Indian Invasion...
Socialism fails when the goober mint and 50% is tax payer dependents
Socialism fails when the goober mint and 50% is tax payer dependents
Identity Attack0.024801146
Insult0.10587067
Profanity0.066963166
Threat0.006912862
Severe Toxicity0.003566742
Low Tox 0.19504376 Low Con 0.114 Economic_Argument
Jan 16, 2026 1 likes 2.9 million Canadian temporary visas …
I wonder when Trump will send Forces to Canada and arrest him.
I wonder when Trump will send Forces to Canada and arrest him.
Identity Attack0.015154205
Insult0.03489272
Profanity0.0137468055
Threat0.15434735
Severe Toxicity0.00541687
Low Tox 0.19504376 Low Con 0.21 Fear_Threat
Jan 4, 2026 New rules, regulations take effect …
This needs to stop apparently 224 a day, 80k+ a year for each refugee, with 35000 this year alone thats almost 3 billion on just the ones who came this year, and not the previous, …
This needs to stop apparently 224 a day, 80k+ a year for each refugee, with 35000 this year alone thats almost 3 billion on just the ones who came this year, and not the previous, this country is a joke, elbows up, my tax bill is gonna be expensive on the backs of liberal sympathy
Identity Attack0.060220852
Insult0.08508729
Profanity0.019963788
Threat0.007301235
Severe Toxicity0.0032043457
Low Tox 0.19504376 Moderate Con 0.451 Unverified_Claim
Nov 22, 2025 Thousands of refugees allowed into …
I am indian But if these Punjabi people love Punjab then why do they go to Canada illegally?😅
I am indian But if these Punjabi people love Punjab then why do they go to Canada illegally?😅
Identity Attack0.23770751
Insult0.046764325
Profanity0.027547138
Threat0.0074306927
Severe Toxicity0.0051116943
Low Tox 0.19504376 Moderate Con 0.383 Question
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
0:01 PEAK INDIAN REPRESENTATION 😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂
0:01 PEAK INDIAN REPRESENTATION 😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂
Identity Attack0.11047905
Insult0.047349896
Profanity0.0715894
Threat0.013321015
Severe Toxicity0.015931819
Low Tox 0.19504376 Low Con 0.144 Humor_Satire
Feb 27, 2026 Inside Canada's Indian Invasion...
As an Indian bro this is getting really bad my parents have been here since 2009 is this valid?
As an Indian bro this is getting really bad my parents have been here since 2009 is this valid?
Identity Attack0.16993292
Insult0.03588435
Profanity0.06145202
Threat0.010265815
Severe Toxicity0.005722046
Low Tox 0.19504376 Constructive 0.525 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
Austrian painter rise up ❤and clean this mess
Austrian painter rise up ❤and clean this mess
Identity Attack0.08749158
Insult0.057890166
Profanity0.078378424
Threat0.026997874
Severe Toxicity0.008888245
Low Tox 0.19504376 Moderate Con 0.304 Humor_Satire
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
DEPORT
DEPORT
Identity Attack0.094936445
Insult0.034451995
Profanity0.029596692
Threat0.02181799
Severe Toxicity0.00831604
Low Tox 0.19504376 Low Con 0.298
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Interesting we don’t treat chinatowns like this 😭😭😭
Interesting we don’t treat chinatowns like this 😭😭😭
Identity Attack0.19495805
Insult0.045007613
Profanity0.02522431
Threat0.011068452
Severe Toxicity0.0060653687
Low Tox 0.19504376 Moderate Con 0.331 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
They come here, fly their own flag, as if the country they come from is soooo good, but won't go back. We need 🧊 north of the boarder
They come here, fly their own flag, as if the country they come from is soooo good, but won't go back. We need 🧊 north of the boarder
Identity Attack0.105256535
Insult0.06267534
Profanity0.023789622
Threat0.012647836
Severe Toxicity0.007209778
Low Tox 0.19504376 Moderate Con 0.347 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
I work with people I can't even understand
I work with people I can't even understand
Identity Attack0.023796257
Insult0.06354945
Profanity0.06746418
Threat0.010084574
Severe Toxicity0.00459671
Low Tox 0.19504376 Moderate Con 0.438 Personal_Narrative
Aug 25, 2025 3 likes Why Canadians Are Turning Against …
It's very unfortunate what that guy claims about Islam, I am Muslim being in canada for 15 years, I integrated very well while I respect my religion and others. What he said we do not …
It's very unfortunate what that guy claims about Islam, I am Muslim being in canada for 15 years, I integrated very well while I respect my religion and others. What he said we do not claim it being Muslims. In Rome do like the Romans. Period!
Identity Attack0.26325142
Insult0.042665333
Profanity0.01627459
Threat0.0066927844
Severe Toxicity0.0037765503
Low Tox 0.19504376 Constructive 0.85 Personal_Narrative
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
The problem with Canadians is that vast majority walk away from the teachings of our Savior JESUS CRIST of Nazareth !!!!!!!
The problem with Canadians is that vast majority walk away from the teachings of our Savior JESUS CRIST of Nazareth !!!!!!!
Identity Attack0.1808059
Insult0.061276767
Profanity0.014976538
Threat0.006259101
Severe Toxicity0.0061416626
Low Tox 0.19504376 Low Con 0.192 Moral_Argument
Aug 25, 2025 3 likes Why Canadians Are Turning Against …
There is Two Indian Metropolis. Brampton in the east and Surrey in the West. 2021 Census Data showed the Population of Surrey is at 568,000 38% of that population number is Indian only 3% of …
There is Two Indian Metropolis. Brampton in the east and Surrey in the West. 2021 Census Data showed the Population of Surrey is at 568,000 38% of that population number is Indian only 3% of the population is white. They project that nearly 70% of Surreys population would be Indian by 2030. But by golly keep them away from a Big rig because they cannot drive them and give all Truckers a bad name.
Identity Attack0.1769227
Insult0.061451588
Profanity0.023174755
Threat0.012596053
Severe Toxicity0.005760193
Low Tox 0.19504376 Constructive 0.593 Unverified_Claim
Oct 26, 2025 Inside Canada's Indian Metropolis (Brampton)
DEPORT
DEPORT
Identity Attack0.094936445
Insult0.034451995
Profanity0.029596692
Threat0.02181799
Severe Toxicity0.00831604
Low Tox 0.19504376 Moderate Con 0.303
Sep 28, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Canada is the new India😂😂😂
Canada is the new India😂😂😂
Identity Attack0.17536941
Insult0.0623257
Profanity0.03239325
Threat0.0077154995
Severe Toxicity0.0077438354
Low Tox 0.19504376 Low Con 0.262
Oct 3, 2025 1 likes IRCC Names India in Study …
Get them out now!!!
Get them out now!!!
Identity Attack0.00932346
Insult0.03827355
Profanity0.024677763
Threat0.079364374
Severe Toxicity0.0051879883
Low Tox 0.19409354 Low Con 0.286 Call_To_Action
Jan 19, 2026 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.