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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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Active: "Deport now!" 1,024 comments · Page 16 of 41
They are doing dihadi work, should be easy to find and please deport to afghanistan not India.
They are doing dihadi work, should be easy to find and please deport to afghanistan not India.
Identity Attack0.4139151
Insult0.24928534
Profanity0.11539881
Threat0.13245705
Severe Toxicity0.023076924
Moderate 0.3722269 Low Con 0.261 Unverified_Claim
Oct 2, 2025 IRCC Names India in Study …
Please Deport immediately. 🙏🙏No Room here and NO $$$$$$$$. 🙏💪
Please Deport immediately. 🙏🙏No Room here and NO $$$$$$$$. 🙏💪
Identity Attack0.32476485
Insult0.16846494
Profanity0.046171114
Threat0.12689553
Severe Toxicity0.023076924
Moderate 0.37073207 Low Con 0.241
Jan 5, 2026 1 likes Migrants cross into Canada near …
make canada great again deport deport deport. immigraants are 100% whats wrong with canada as raised the prices of everything while lower wages
make canada great again deport deport deport. immigraants are 100% whats wrong with canada as raised the prices of everything while lower wages
Identity Attack0.39207554
Insult0.23704576
Profanity0.02973333
Threat0.017846745
Severe Toxicity0.01806218
Moderate 0.37073207 Moderate Con 0.336 Call_To_Action
Feb 17, 2026 8 likes LILLEY UNLEASHED: The fall of …
f immigrants deport by force where do i sign up
f immigrants deport by force where do i sign up
Identity Attack0.38699543
Insult0.13607834
Profanity0.10982819
Threat0.058826666
Severe Toxicity0.02116089
Moderate 0.37073207 Moderate Con 0.342
Nov 23, 2025 Quebec Ends Economic Immigration Program …
Deport them
Deport them
Identity Attack0.31015682
Insult0.08831572
Profanity0.07999486
Threat0.23696843
Severe Toxicity0.019740647
Moderate 0.37073207 Low Con 0.229
Jan 15, 2026 2.9 million Canadian temporary visas …
Deport them
Deport them
Identity Attack0.31015682
Insult0.08831572
Profanity0.07999486
Threat0.23696843
Severe Toxicity0.019740647
Moderate 0.37073207 Low Con 0.229
Sep 29, 2025 IRCC Names India in Study …
They aren't deporting enough ! Get them out of here !
They aren't deporting enough ! Get them out of here !
Identity Attack0.35948995
Insult0.16758773
Profanity0.035148825
Threat0.058826666
Severe Toxicity0.015802706
Moderate 0.37073207 Low Con 0.189 Call_To_Action
Dec 24, 2025 45 likes Deportations From Canada at Their …
1. The PROBLEM is WHO Canada lets in! ANYONE that has applied for Asylum, should be rounded up and deported, many of them were DENIED Asylum by the U.S. and other countries because they have …
1. The PROBLEM is WHO Canada lets in! ANYONE that has applied for Asylum, should be rounded up and deported, many of them were DENIED Asylum by the U.S. and other countries because they have ties to Terrorist or Criminal Organizations! (I could post a List of Known Terrorist Groups Operating in Canada, Most are from Muslim countries, India, Pakistan, and Palestine!) 2. Any Immigrant that REFUSE to comply with Canadian Laws needs to be Deported! (Example: Not having to wear motorcycle helmets for "Religious reasons" and that kind of stuff!) 3. If an Immigrant commits a crime it is INSTANT DEPORTATION, never to be allowed Entry Again! (including any and all members of their Families!) 4. Canada needs to STOP subsidizing these Immigrants PAY! You want to come to work, Fine You EARN your ENTIRE Pay Check like everyone else does! (I know at least ONE Employer that is Scamming part of the Subsidy for themselves instead of paying workers what they are supposed to pay them! I am sure there are others!) 5. If you throw a protest for a Known Terror group, INSTANT Deportation!
Identity Attack0.38699543
Insult0.25800487
Profanity0.036651865
Threat0.050098058
Severe Toxicity0.02258113
Moderate 0.36867723 Constructive 0.554
Sep 1, 2025 1 likes Why Canadians Are Turning Against …
300 cases 10 deported that's Canada Surrey Mayor is a joke so is BC and global news.. COPS ARE A FAIL IN Canada so is global new and its phony narrative
300 cases 10 deported that's Canada Surrey Mayor is a joke so is BC and global news.. COPS ARE A FAIL IN Canada so is global new and its phony narrative
Identity Attack0.15731181
Insult0.39297962
Profanity0.026180768
Threat0.009851551
Severe Toxicity0.010528564
Moderate 0.36867723 Low Con 0.191 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Deport them, I say this with no apology !!.
Deport them, I say this with no apology !!.
Identity Attack0.2795294
Insult0.107333586
Profanity0.04742365
Threat0.22120713
Severe Toxicity0.018707745
Moderate 0.36867723 Moderate Con 0.325
Sep 10, 2025 Why Canadians Are Turning Against …
deport them
deport them
Identity Attack0.29951343
Insult0.08533409
Profanity0.0838743
Threat0.2566701
Severe Toxicity0.019482423
Moderate 0.36867723 Low Con 0.299
Sep 22, 2025 17 likes Inside Canada's Indian Metropolis (Brampton)
All people entering Canada on student visas have NO INTENTION of GO BACK. They are here to cheat the system and take a shortcut to become Canadian citizens. They should be banned and deported. Canadians …
All people entering Canada on student visas have NO INTENTION of GO BACK. They are here to cheat the system and take a shortcut to become Canadian citizens. They should be banned and deported. Canadians can barely survive, we can't help everyone!!! Help Canadians FIRST
Identity Attack0.38826546
Insult0.24928534
Profanity0.021603432
Threat0.034422375
Severe Toxicity0.017158391
Moderate 0.36867723 Moderate Con 0.44
Oct 27, 2024 How much do refugees and …
i am an indian who has never left his country and it makes me sad that my countrymen are ruining other countries as well. if you can't speak english, you have no right to stay …
i am an indian who has never left his country and it makes me sad that my countrymen are ruining other countries as well. if you can't speak english, you have no right to stay there, as simple as that, and it is strange how Canada is ruined by Punjabis, sikh terrorists in particular, as you can see all these are Punjabi sikh families, yet the hate is given to Indians and specifically to Hindus. I am not defending HINDUS here; there have been incidents where HINDUS have done things worthy of backlash, and they should be deported as well for their absolute religious stupidity, but why target only a specific religion and not the one that has done much worse, like literally being involved in criminal activities and notorious for it not only in Canada but in India as well? Exploited every policy and turned a Canadian city into its own home state city, and then felt proud of it in Indian podcasts: "yeah, Brampton feels like Punjab only."🤡 says a glorified ignorant Punjabi singer.
Identity Attack0.44690517
Insult0.26957804
Profanity0.0715894
Threat0.02181799
Severe Toxicity0.01986976
Moderate 0.3666224 Constructive 0.64
Nov 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada needs to deport them all
Canada needs to deport them all
Identity Attack0.31307843
Insult0.10294484
Profanity0.049678206
Threat0.16383497
Severe Toxicity0.01754573
Moderate 0.3666224 Low Con 0.151 Call_To_Action
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Deport them now
Deport them now
Identity Attack0.2964622
Insult0.09416737
Profanity0.07320584
Threat0.1954604
Severe Toxicity0.01896597
Moderate 0.3666224 Low Con 0.167 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Clean the country, deport this !!!!
Clean the country, deport this !!!!
Identity Attack0.25478655
Insult0.15343215
Profanity0.026180768
Threat0.11616269
Severe Toxicity0.017674843
Moderate 0.36456755 Low Con 0.156 Call_To_Action
Oct 2, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Shut down all the diploma mills and Deport all the fake students from INDIA.
Shut down all the diploma mills and Deport all the fake students from INDIA.
Identity Attack0.3817989
Insult0.24561718
Profanity0.079025
Threat0.09009721
Severe Toxicity0.016254602
Moderate 0.36456755 Low Con 0.157 Call_To_Action
Jan 16, 2026 1 likes 2.9 million Canadian temporary visas …
Already ruined Canada , deport them .
Already ruined Canada , deport them .
Identity Attack0.23922618
Insult0.21368977
Profanity0.02474608
Threat0.20178549
Severe Toxicity0.015996376
Moderate 0.36456755 Low Con 0.137
Sep 29, 2025 IRCC Names India in Study …
So mumbo jumbo talk. Find these 79,000 students who are in India illegally and deport them now!!!
So mumbo jumbo talk. Find these 79,000 students who are in India illegally and deport them now!!!
Identity Attack0.37953663
Insult0.16868424
Profanity0.059948977
Threat0.13161413
Severe Toxicity0.01825585
Moderate 0.36456755 Low Con 0.196 Call_To_Action
Oct 2, 2025 IRCC Names India in Study …
as a person from India this is bad and i would say govt should deport them all sadly but yes
as a person from India this is bad and i would say govt should deport them all sadly but yes
Identity Attack0.37222284
Insult0.18107465
Profanity0.10982819
Threat0.13768311
Severe Toxicity0.021419114
Moderate 0.3625127 Moderate Con 0.475 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Deport Back!
Deport Back!
Identity Attack0.27662867
Insult0.13607834
Profanity0.032643758
Threat0.063999176
Severe Toxicity0.017481172
Moderate 0.3625127 Call_To_Action
Jan 5, 2026 Migrants cross into Canada near …
canada should close borders to everyone visting from india until all fraudulent indians are caught and deported - let that be a lessson. That means no family or friends can visit the country. All Indian …
canada should close borders to everyone visting from india until all fraudulent indians are caught and deported - let that be a lessson. That means no family or friends can visit the country. All Indian canadian citizens will aid the canadian government catching these people. I am in Canada now for the first time and its a beautiful country - don't destroy it like the UK has
Identity Attack0.43256098
Insult0.24928534
Profanity0.024609445
Threat0.036149003
Severe Toxicity0.015286255
Moderate 0.3625127 Constructive 0.594 Call_To_Action
Sep 29, 2025 IRCC Names India in Study …
Deport asylum Deportees Deport
Deport asylum Deportees Deport
Identity Attack0.33352965
Insult0.21836096
Profanity0.0864606
Threat0.060119797
Severe Toxicity0.02458496
Moderate 0.3625127 Moderate Con 0.314
Dec 24, 2025 4 likes Deportations From Canada at Their …
Deport them all, then vet and allow them back.
Deport them all, then vet and allow them back.
Identity Attack0.2854555
Insult0.107333586
Profanity0.032643758
Threat0.17648515
Severe Toxicity0.021806452
Moderate 0.36095104 Low Con 0.131 Call_To_Action
Mar 1, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Deport every last one of them.
Deport every last one of them.
Identity Attack0.27701542
Insult0.082866095
Profanity0.04867618
Threat0.31092548
Severe Toxicity0.017222947
Moderate 0.36095104 Low Con 0.2
Oct 1, 2025 1 likes 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.