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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 #}

Comment Explorer

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "It's not immigrating no more …" 3,653 comments · Page 39 of 147
It's the liberals letting as many in as possible to buy votes. Here on the west coast 1/10 of them has the intelligence and work ethic not to be a total waste of space. The …
It's the liberals letting as many in as possible to buy votes. Here on the west coast 1/10 of them has the intelligence and work ethic not to be a total waste of space. The rest are absolutely restarted and useless. We have a housing crisis and we are letting over 2x more immigrants in than new houses built. I have asked many Indian coworkers and most of them get payments to help with rent. Or just reduced rent prices altogether. It takes a lot to make Canadians hate a certain race and culture ... But you done did it indians ...
Identity Attack0.293411
Insult0.40420914
Profanity0.07223598
Threat0.010369381
Severe Toxicity0.014059683
Moderate 0.3811502 Constructive 0.514 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
The Immigrants are why the Liberals are in power all the time because they vote for Liberals because they get everything for free. They do the same in europe and lok at UK what a …
The Immigrants are why the Liberals are in power all the time because they vote for Liberals because they get everything for free. They do the same in europe and lok at UK what a mess!
Identity Attack0.44690517
Insult0.27146968
Profanity0.079025
Threat0.008168601
Severe Toxicity0.017093835
Moderate 0.3811502 Moderate Con 0.396 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
What I’ve seen so far half way in this video is immigrant on immigrant hate😂 lmao I see the ratio is very different of where they are coming from but in the video it said …
What I’ve seen so far half way in this video is immigrant on immigrant hate😂 lmao I see the ratio is very different of where they are coming from but in the video it said 1/4 Canadians are immigrants so even from the white people he interviewed were all immigrants I think 1 or 2 weren’t but the rest were from Poland Portugal Holland and I’m only half way in the video lmao
Identity Attack0.39773783
Insult0.15556364
Profanity0.14666493
Threat0.011042561
Severe Toxicity0.023076924
Moderate 0.3811502 Constructive 0.574 Meta_Commentary
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
It's the governments' fault for allowing so much immigration. People from 3rd world countries will always want a better life for their children which is why they work so hard to become doctors and engineers …
It's the governments' fault for allowing so much immigration. People from 3rd world countries will always want a better life for their children which is why they work so hard to become doctors and engineers and then migrate. But it is the governments' responsibility to take care of their own country's demographics and policies. Yet racists string up the hardworking immigrants with the low quality hooligans. Even though the immigrants dont want any trouble but live their life peacefully. Shame.
Identity Attack0.37953663
Insult0.34782293
Profanity0.027137227
Threat0.008505191
Severe Toxicity0.012283325
Moderate 0.3811502 Constructive 0.543 Policy_Critique
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Immigration shouldn't even be a thing, It's destroying our country and needs to banned
Immigration shouldn't even be a thing, It's destroying our country and needs to banned
Identity Attack0.42615733
Insult0.13245803
Profanity0.094542764
Threat0.053007595
Severe Toxicity0.023076924
Moderate 0.37955463 Moderate Con 0.34
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
Way too many Indians in Canada. The immigration system is a joke. It is not Immigration but Indianization. Time to stand out and fight back!
Way too many Indians in Canada. The immigration system is a joke. It is not Immigration but Indianization. Time to stand out and fight back!
Identity Attack0.458714
Insult0.25007802
Profanity0.028503597
Threat0.0113014765
Severe Toxicity0.015867263
Moderate 0.37955463 Low Con 0.294
Aug 29, 2025 Why Canadians Are Turning Against …
time to go elsewhere immigrants, it's not that we don't like you, it's just we don't have the residence to house any of you.
time to go elsewhere immigrants, it's not that we don't like you, it's just we don't have the residence to house any of you.
Identity Attack0.39461556
Insult0.24928534
Profanity0.029888187
Threat0.012699619
Severe Toxicity0.016641939
Moderate 0.37795907 Constructive 0.532
Nov 26, 2025 Quebec Ends Economic Immigration Program …
These white people forget that they too r immigrants..came a few centuries before us...native indians r the real owner of usa and canada.
These white people forget that they too r immigrants..came a few centuries before us...native indians r the real owner of usa and canada.
Identity Attack0.46028158
Insult0.1823172
Profanity0.055940874
Threat0.008336896
Severe Toxicity0.015609037
Moderate 0.37795907 Moderate Con 0.364 Identity_Assertion
Oct 15, 2025 Inside Canada's Indian Metropolis (Brampton)
I am so proud of Poland ❤ Europe Canada UK Australia new zealand these are were destroy by immigrates 😢😭
I am so proud of Poland ❤ Europe Canada UK Australia new zealand these are were destroy by immigrates 😢😭
Identity Attack0.44690517
Insult0.19500497
Profanity0.060951006
Threat0.024580594
Severe Toxicity0.019611536
Moderate 0.37795907 Moderate Con 0.497
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
One immigrants complaining another. 😂
One immigrants complaining another. 😂
Identity Attack0.44690517
Insult0.24928534
Profanity0.055940874
Threat0.007534259
Severe Toxicity0.01159668
Moderate 0.37795907 Low Con 0.202 Humor_Satire
Feb 27, 2026 Inside Canada's Indian Invasion...
Immigration is destroying the West
Immigration is destroying the West
Identity Attack0.44690517
Insult0.15236975
Profanity0.13432594
Threat0.05042134
Severe Toxicity0.019740647
Moderate 0.37795907 Low Con 0.226 Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Misleading title. We don’t have a problem with immigration. We have a problem with a hoard of illegals and visa scammers flooding our country.
Misleading title. We don’t have a problem with immigration. We have a problem with a hoard of illegals and visa scammers flooding our country.
Identity Attack0.33352965
Insult0.39297962
Profanity0.04366605
Threat0.009877442
Severe Toxicity0.012207031
Moderate 0.37795907 Moderate Con 0.301 Policy_Critique
Aug 27, 2025 Why Canadians Are Turning Against …
All the liberal parties in the west just found out that they screwed up so bad while filled with corruption and over budgeted so they made up this evil plan that bring immigrants to support …
All the liberal parties in the west just found out that they screwed up so bad while filled with corruption and over budgeted so they made up this evil plan that bring immigrants to support them to stay alive. While tried to beautify it with dei and woke culture, driving the young ppl with brainwashed idea like the Russian’ Chinese and Iranian. if we can’t stop it, it will end up like them.
Identity Attack0.34649673
Insult0.37052566
Profanity0.24910301
Threat0.011586283
Severe Toxicity0.019095084
Moderate 0.37795907 Low Con 0.276 Unverified_Claim
Feb 19, 2026 LILLEY UNLEASHED: The fall of …
Immigration has not changed in law, what has happened is that since the government has allowed its workers to work from home during COVID, and stay at home years after the standards have gone to …
Immigration has not changed in law, what has happened is that since the government has allowed its workers to work from home during COVID, and stay at home years after the standards have gone to shit, they make mistakes and are slower then ever. They need to get back to the officer under proper supervision.
Identity Attack0.06385879
Insult0.2659317
Profanity0.40670946
Threat0.008311004
Severe Toxicity0.015479924
Moderate 0.37795907 Moderate Con 0.443 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
This type of immigration is typical of being Indian
This type of immigration is typical of being Indian
Identity Attack0.4482637
Insult0.16802633
Profanity0.075792134
Threat0.008129764
Severe Toxicity0.023076924
Moderate 0.37751234 Low Con 0.256
Oct 12, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada has lost its culture to the immigrants, especially East Indians & muslims. Thanks Trudeau and now Carney.
Canada has lost its culture to the immigrants, especially East Indians & muslims. Thanks Trudeau and now Carney.
Identity Attack0.46028158
Insult0.1823172
Profanity0.016889455
Threat0.007365964
Severe Toxicity0.01412424
Moderate 0.37751234 Low Con 0.248
Aug 29, 2025 3 likes Why Canadians Are Turning Against …
lol they forget they are all immigrants, the true native people has already been genocide, only small amount left, and they make sure them all scatter
lol they forget they are all immigrants, the true native people has already been genocide, only small amount left, and they make sure them all scatter
Identity Attack0.39773783
Insult0.2469859
Profanity0.10116278
Threat0.1115629
Severe Toxicity0.023076924
Moderate 0.37751234 Low Con 0.151 Identity_Assertion
Oct 14, 2025 Inside Canada's Indian Metropolis (Brampton)
They made it so we can't have kids, then the gov subsidizes CORPSorations with our money so that CANADIANS don't get hired. D E P O R T. Enough is enough. I know many LEGAL …
They made it so we can't have kids, then the gov subsidizes CORPSorations with our money so that CANADIANS don't get hired. D E P O R T. Enough is enough. I know many LEGAL immigrants, friends, who get the concept of assimilation and why. I'd NEVER go to another country and expect special treatment or rights. This isn't going to end well.
Identity Attack0.25309357
Insult0.40243408
Profanity0.09868695
Threat0.008505191
Severe Toxicity0.013801457
Moderate 0.37751234 Constructive 0.632 Economic_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
If immigrants won't acclimate, they should be deported.
If immigrants won't acclimate, they should be deported.
Identity Attack0.43256098
Insult0.15414265
Profanity0.07967158
Threat0.114629425
Severe Toxicity0.018707745
Moderate 0.37751234 Low Con 0.216
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Are Canadians supposed to weep over it? Deport all illegals and criminals ASAP. And sue those bogus immigration consultants and lawyers for making money at the expense of Canada.
Are Canadians supposed to weep over it? Deport all illegals and criminals ASAP. And sue those bogus immigration consultants and lawyers for making money at the expense of Canada.
Identity Attack0.381025
Insult0.34101152
Profanity0.026180768
Threat0.055917133
Severe Toxicity0.015286255
Moderate 0.37751234 Low Con 0.289 Policy_Critique
Dec 24, 2025 20 likes Deportations From Canada at Their …
Illegal immigrants should be paying all deportation costs!
Illegal immigrants should be paying all deportation costs!
Identity Attack0.43896464
Insult0.16817254
Profanity0.037904397
Threat0.04201601
Severe Toxicity0.017093835
Moderate 0.37751234 Low Con 0.143 Policy_Critique
Jan 1, 2026 Deportations From Canada at Their …
All these illegal immigrants and TFWs should be given the addresses of these Laurentian Elites. Just tell them these Elites are looking for tents on their lawns and cheap labour for their homes. Let these …
All these illegal immigrants and TFWs should be given the addresses of these Laurentian Elites. Just tell them these Elites are looking for tents on their lawns and cheap labour for their homes. Let these bleeding heart Liberals see first hand who these people are and the misery they caused.
Identity Attack0.37730414
Insult0.36021477
Profanity0.04366605
Threat0.013113883
Severe Toxicity0.014640691
Moderate 0.37751234 Moderate Con 0.317 Call_To_Action
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
Nobody is talking about all the babies being born with these immigrant couples and families. Canadian young people are deciding not to have children because sadly they can't afford them. Meanwhile immigrants are using our …
Nobody is talking about all the babies being born with these immigrant couples and families. Canadian young people are deciding not to have children because sadly they can't afford them. Meanwhile immigrants are using our over burdened medical fiasco while our children and tax payers work non stop supporting them! More babies, bigger accommodations, support, child tax credits, extra necessities, vehicles, even friggin credit cards paid by us.
Identity Attack0.28883415
Insult0.34032786
Profanity0.27747265
Threat0.008945347
Severe Toxicity0.019095084
Moderate 0.37751234 Constructive 0.546 Economic_Argument
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Brampton is the worst city in Canada and I am an east Indian immigrant .
Brampton is the worst city in Canada and I am an east Indian immigrant .
Identity Attack0.38208112
Insult0.27969417
Profanity0.08840031
Threat0.0078449575
Severe Toxicity0.014317908
Moderate 0.37751234 Moderate Con 0.472 Personal_Narrative
Sep 19, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
I am so sad immigrants ( Europeans ), call other people immigrants 😅.
I am so sad immigrants ( Europeans ), call other people immigrants 😅.
Identity Attack0.4482637
Insult0.17361937
Profanity0.085167445
Threat0.008401625
Severe Toxicity0.019740647
Moderate 0.37751234 Moderate Con 0.454 Humor_Satire
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)

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.