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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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "Deport now!" 1,024 comments · Page 34 of 41
No doubt about it, Canada is for Canadians. If you wanted to, you could deport millions of immigrants, but let's be real about the cost. The Canadian economy, its pensions, its farms, and its health …
No doubt about it, Canada is for Canadians. If you wanted to, you could deport millions of immigrants, but let's be real about the cost. The Canadian economy, its pensions, its farms, and its health sector all rely on immigrants to pay taxes and fill jobs. It's not some big conspiracy about population replacement; it's just about the economy. You can't have one without the other. Canadians aren't the only ones dealing with this. In Asia and Africa, it's a different kind of immigrant, the ones with money who buy up land and property, driving locals out of the market. They're not given an ear either, because money talks. It’s always been about the money and the power, and Canadians should understand that perspective too. The culture or religion of a few bad apples shouldn’t be used to tarnish every immigrant. We do need to do a better job screening people, but it’s not fair to paint everyone with the same brush. In the U.S., Indian immigrants are top earners and incredibly successful, but people still complain that they’re "taking their jobs." So, if an Indian person is a failure, they're a problem. If they're a success, they're still a problem. They can't win. This old colonial mindset is alive and well. It's tough for some people to process that a person of color can outsmart them and rise up by their own bootstrap. But when those same folks go to Asia or Africa, suddenly they feel that old nostalgia and are much more comfortable with the social hierarchy there. It would be ideal if no one had to leave their home country for a better life. When we have more justice in the world for everyone, maybe we won't have to keep having these conversations.
Identity Attack0.11860296
Insult0.056133457
Profanity0.027820412
Threat0.01187109
Severe Toxicity0.004310608
Low Tox 0.15987846 Constructive 0.711 Economic_Argument
Aug 26, 2025 Why Canadians Are Turning Against …
deport
deport
Identity Attack0.06613251
Insult0.026444806
Profanity0.030639706
Threat0.01940071
Severe Toxicity0.005493164
Low Tox 0.15932569 Moderate Con 0.46
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I'm extremely liberal However I do understand how seeing your customs and ways of life being taken over can be frustrating. It's ok to be liberal and still call for immigration control. And its ok …
I'm extremely liberal However I do understand how seeing your customs and ways of life being taken over can be frustrating. It's ok to be liberal and still call for immigration control. And its ok to be conservative and have the empathy to understand that most people that are already established here are just seeking a peaceful life. I just wish more people can see both sides instead of taking the extreme inhumane side of " deport them all!! ".
Identity Attack0.06613251
Insult0.046178754
Profanity0.026317406
Threat0.025789235
Severe Toxicity0.004634857
Low Tox 0.15932569 Constructive 0.857 Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
DEPORT. Look at Europe/ UK - we are next if we don’t deport and block borders.
DEPORT. Look at Europe/ UK - we are next if we don’t deport and block borders.
Identity Attack0.09162762
Insult0.02657372
Profanity0.014054239
Threat0.017156094
Severe Toxicity0.0049972534
Low Tox 0.1587729 Low Con 0.259
Aug 26, 2025 Why Canadians Are Turning Against …
Canada is down now and mass immigration is the main reason. Time to deport millions of aliens. Yes senior Trudeau cut immigration when economy was down.
Canada is down now and mass immigration is the main reason. Time to deport millions of aliens. Yes senior Trudeau cut immigration when economy was down.
Identity Attack0.10221587
Insult0.043250903
Profanity0.012073003
Threat0.013579931
Severe Toxicity0.004005432
Low Tox 0.15822013 Moderate Con 0.446 Fear_Threat
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
Deportation....
Deportation....
Identity Attack0.06613251
Insult0.056719027
Profanity0.01174849
Threat0.01187109
Severe Toxicity0.009384155
Low Tox 0.15766735 Moderate Con 0.386
Aug 25, 2025 5 likes Why Canadians Are Turning Against …
Deport
Deport
Identity Attack0.06340405
Insult0.028171662
Profanity0.02795705
Threat0.020264024
Severe Toxicity0.005722046
Low Tox 0.15711457 Low Con 0.299
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Deport
Deport
Identity Attack0.06340405
Insult0.028171662
Profanity0.02795705
Threat0.020264024
Severe Toxicity0.005722046
Low Tox 0.15711457 Low Con 0.295
Jan 28, 2026 Inside Canada's Indian Invasion...
Deport
Deport
Identity Attack0.06340405
Insult0.028171662
Profanity0.02795705
Threat0.020264024
Severe Toxicity0.005722046
Low Tox 0.15711457 Low Con 0.295
Jan 27, 2026 Inside Canada's Indian Invasion...
Deport
Deport
Identity Attack0.06340405
Insult0.028171662
Profanity0.02795705
Threat0.020264024
Severe Toxicity0.005722046
Low Tox 0.15711457 Low Con 0.299
Feb 18, 2026 37 likes Canadian immigration officers investigating hundreds …
Deport
Deport
Identity Attack0.06340405
Insult0.028171662
Profanity0.02795705
Threat0.020264024
Severe Toxicity0.005722046
Low Tox 0.15711457 Low Con 0.295
Jan 27, 2026 Inside Canada's Indian Invasion...
Deport
Deport
Identity Attack0.06340405
Insult0.028171662
Profanity0.02795705
Threat0.020264024
Severe Toxicity0.005722046
Low Tox 0.15711457 Low Con 0.295
Nov 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Deport
Deport
Identity Attack0.06340405
Insult0.028171662
Profanity0.02795705
Threat0.020264024
Severe Toxicity0.005722046
Low Tox 0.15711457 Low Con 0.299
Sep 30, 2025 IRCC Names India in Study …
Deport
Deport
Identity Attack0.06340405
Insult0.028171662
Profanity0.02795705
Threat0.020264024
Severe Toxicity0.005722046
Low Tox 0.15711457 Low Con 0.299
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
Enough is enough mass deportation is needed now period fast stop needs to be put in place until this is manageable
Enough is enough mass deportation is needed now period fast stop needs to be put in place until this is manageable
Identity Attack0.06476828
Insult0.025800243
Profanity0.017094411
Threat0.02803385
Severe Toxicity0.005607605
Low Tox 0.15711457 Low Con 0.277 Call_To_Action
Feb 18, 2026 80 likes Canadian immigration officers investigating hundreds …
Deport
Deport
Identity Attack0.06158508
Insult0.0279513
Profanity0.027410502
Threat0.019746035
Severe Toxicity0.005569458
Low Tox 0.15656179 Low Con 0.295
Oct 10, 2025 IRCC Names India in Study …
Deport
Deport
Identity Attack0.06158508
Insult0.0279513
Profanity0.027410502
Threat0.019746035
Severe Toxicity0.005569458
Low Tox 0.15656179 Low Con 0.299
Jan 16, 2026 2.9 million Canadian temporary visas …
Please deport those involved. As a former landed immigrant turned Canadian citizen years ago, I urge the Canadian government to arrest and deport everyone involved in such behaviour. This country must remain peaceful and save …
Please deport those involved. As a former landed immigrant turned Canadian citizen years ago, I urge the Canadian government to arrest and deport everyone involved in such behaviour. This country must remain peaceful and save for everyone. When we come to Canada we must intend to help build and maintain a stable society not tear the country apart and put others at risk. It’s time to get rid of all criminal elements within the borders of Canada. Canada shouldn’t be a gangster paradise. No one has the right to come to Canada and disturbed the peace and stability we all enjoyed. Please deport all the trouble makers, drug dealers and gangs. Don’t even waste taxpayers dollars keeping those criminals in prison, when they’re caught and proven guilty, please deport immediately.
Identity Attack0.06385879
Insult0.06529768
Profanity0.015249812
Threat0.043955702
Severe Toxicity0.0043296814
Low Tox 0.15656179 Constructive 0.669 Call_To_Action
Feb 22, 2026 Canadian immigration officers investigating hundreds …
Deport
Deport
Identity Attack0.06158508
Insult0.0279513
Profanity0.027410502
Threat0.019746035
Severe Toxicity0.005569458
Low Tox 0.15656179 Low Con 0.295
Nov 26, 2025 Quebec Ends Economic Immigration Program …
Deport
Deport
Identity Attack0.06158508
Insult0.0279513
Profanity0.027410502
Threat0.019746035
Severe Toxicity0.005569458
Low Tox 0.15656179 Low Con 0.295
Feb 18, 2026 Inside Canada's Indian Invasion...
Deport
Deport
Identity Attack0.06158508
Insult0.0279513
Profanity0.027410502
Threat0.019746035
Severe Toxicity0.005569458
Low Tox 0.15656179 Low Con 0.295
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Deport
Deport
Identity Attack0.06158508
Insult0.0279513
Profanity0.027410502
Threat0.019746035
Severe Toxicity0.005569458
Low Tox 0.15656179 Low Con 0.299
Sep 12, 2025 Why Canadians Are Turning Against …
Deport
Deport
Identity Attack0.06158508
Insult0.0279513
Profanity0.027410502
Threat0.019746035
Severe Toxicity0.005569458
Low Tox 0.15656179 Low Con 0.295
Jan 27, 2026 Inside Canada's Indian Invasion...
Deport
Deport
Identity Attack0.06158508
Insult0.0279513
Profanity0.027410502
Threat0.019746035
Severe Toxicity0.005569458
Low Tox 0.15656179 Low Con 0.299
Jan 30, 2026 2 likes 2.9 million Canadian temporary visas …
Deport
Deport
Identity Attack0.06158508
Insult0.0279513
Profanity0.027410502
Threat0.019746035
Severe Toxicity0.005569458
Low Tox 0.15656179 Low Con 0.299
Jan 15, 2026 2 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.