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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: "Canada has no ICE so …" 120 comments · Page 3 of 5
Simple solution = bring in ICE and cleanup Canada! NOW
Simple solution = bring in ICE and cleanup Canada! NOW
Identity Attack0.034042787
Insult0.024768941
Profanity0.013029462
Threat0.049774777
Severe Toxicity0.0065994263
Low Tox 0.11088664 Low Con 0.161 Call_To_Action
Nov 21, 2025 1 likes Thousands of refugees allowed into …
Bring ICE to canada!! STOP villifying Danielle Smith. She's right!!
Bring ICE to canada!! STOP villifying Danielle Smith. She's right!!
Identity Attack0.012641981
Insult0.031917825
Profanity0.011782649
Threat0.009540852
Severe Toxicity0.0022411346
Low Tox 0.09525062 Moderate Con 0.432 Call_To_Action
Feb 23, 2026 4 likes LILLEY UNLEASHED: The fall of …
Well Canada needs something ICE. I made sure to arrive here with PR, I had the requirement etc. I didnt use fake student visa and then expect to stay. These people do not add anything …
Well Canada needs something ICE. I made sure to arrive here with PR, I had the requirement etc. I didnt use fake student visa and then expect to stay. These people do not add anything to society if they are not honest members of it.
Identity Attack0.016259583
Insult0.038566336
Profanity0.012961143
Threat0.0065115434
Severe Toxicity0.0015258789
Low Tox 0.09394901 Constructive 0.536 Personal_Narrative
Jan 15, 2026 4 likes 2.9 million Canadian temporary visas …
We don’t want ICE in Canada
We don’t want ICE in Canada
Identity Attack0.046159767
Insult0.01838776
Profanity0.013302735
Threat0.007935578
Severe Toxicity0.002040863
Low Tox 0.08241652 Low Con 0.279
Jan 16, 2026 2.9 million Canadian temporary visas …
Canada might need its own ice deportation officers.
Canada might need its own ice deportation officers.
Identity Attack0.027011903
Insult0.021997316
Profanity0.012346277
Threat0.011405042
Severe Toxicity0.0023174286
Low Tox 0.081625134 Low Con 0.15
Dec 23, 2025 68 likes Deportations From Canada at Their …
Canada needs DOGE and ICE asap! Make Canada great again!
Canada needs DOGE and ICE asap! Make Canada great again!
Identity Attack0.01555616
Insult0.02425329
Profanity0.014805742
Threat0.016638106
Severe Toxicity0.00415802
Low Tox 0.079250954 Low Con 0.184
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
ICE Agents - we laughed and outraged at US now, but .... Canada may be next
ICE Agents - we laughed and outraged at US now, but .... Canada may be next
Identity Attack0.016963007
Insult0.030816011
Profanity0.012926984
Threat0.0074048014
Severe Toxicity0.0017929077
Low Tox 0.07608539 Moderate Con 0.432 Fear_Threat
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Canada should change again. Canada needs ICE. So many people don't belong here.
Canada should change again. Canada needs ICE. So many people don't belong here.
Identity Attack0.028886627
Insult0.023093075
Profanity0.010433359
Threat0.007974415
Severe Toxicity0.0018501282
Low Tox 0.07212844 Low Con 0.289 Call_To_Action
Oct 3, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Do we have an ICE office in Canada? Send them there
Do we have an ICE office in Canada? Send them there
Identity Attack0.016460562
Insult0.018967867
Profanity0.012243799
Threat0.011249693
Severe Toxicity0.0023078918
Low Tox 0.05304765 Low Con 0.223
Jan 10, 2026 Migrants cross into Canada near …
Im not sorry but theve taken our jobs homes food low income services i want canada to become the 51st state and then ice will take them out
Im not sorry but theve taken our jobs homes food low income services i want canada to become the 51st state and then ice will take them out
Identity Attack0.0074365693
Insult0.022577424
Profanity0.0113215
Threat0.008738215
Severe Toxicity0.0018310547
Low Tox 0.05255287 Moderate Con 0.463
Jan 27, 2026 Inside Canada's Indian Invasion...
THIS IS A PRIME EXAMPLE FOR LIBERAL VOTERS TO WAKE UP BEFORE CANADA NEEDS ICE
THIS IS A PRIME EXAMPLE FOR LIBERAL VOTERS TO WAKE UP BEFORE CANADA NEEDS ICE
Identity Attack0.01274247
Insult0.0233509
Profanity0.010587076
Threat0.0075083673
Severe Toxicity0.0018024445
Low Tox 0.051068526 Low Con 0.178 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
In the US in 2025, ICE has deported half a million who are not in the US legally, and an estimated additional 1.5 million have self-deported, in some cases with government financial incentives. So 50k …
In the US in 2025, ICE has deported half a million who are not in the US legally, and an estimated additional 1.5 million have self-deported, in some cases with government financial incentives. So 50k deportations might represent a comparably active effort for Canada, and 18k might be creditable for a Liberal government. But the effort sounds rather bureaucratic, and focused only on rejected refugee applications. I would want to know how many of these "deportations" are entirely on paper -- "your application has been rejected, please let yourself out at your earliest convenience." They spent roughly $5k per deportee, and that would cover air fare if the deportations were done privately, but adjudication costs money, and governments find many ways to make everything much more expensive. Also, if refugee claims can be judged false or inadequate, where are the efforts to determine whether "students" are really students? By the same token, the world is a dangerous place. I figure all those living in any of the many violent inner-city neighborhoods in the US have reason to fear for their lives. Similar facts are true of many millions around the world, and most of them would be rejected by Canadian immigration because they'd be safe if they simply moved to places they can't afford.
Identity Attack0.015455672
Insult0.022255141
Profanity0.014259194
Threat0.0074565844
Severe Toxicity0.0015640259
Low Tox 0.050078966 Constructive 0.685 Policy_Critique
Dec 30, 2025 1 likes Deportations From Canada at Their …
We need Trump, Holman and ICE. I'm pretty sure they could find them. You just need the will which unfortunately does not exist in Canada!
We need Trump, Holman and ICE. I'm pretty sure they could find them. You just need the will which unfortunately does not exist in Canada!
Identity Attack0.015757138
Insult0.022770792
Profanity0.010433359
Threat0.006815769
Severe Toxicity0.0013446808
Low Tox 0.048842013 Moderate Con 0.375 Call_To_Action
Oct 4, 2025 IRCC Names India in Study …
Yup as an American I’ve been to Canada a couple times mainly Montreal and Toronto and it’s bad they need ice too
Yup as an American I’ve been to Canada a couple times mainly Montreal and Toronto and it’s bad they need ice too
Identity Attack0.019676208
Insult0.01632893
Profanity0.014805742
Threat0.0077025536
Severe Toxicity0.0017166138
Low Tox 0.04711028 Moderate Con 0.497 Comparative_Framing
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
And you wonder why ice is around the Canadian border's.wake up Canada and CANADIAN'S
And you wonder why ice is around the Canadian border's.wake up Canada and CANADIAN'S
Identity Attack0.025605056
Insult0.016556932
Profanity0.010330882
Threat0.0077672824
Severe Toxicity0.001964569
Low Tox 0.04711028 Low Con 0.245 Fear_Threat
Feb 18, 2026 6 likes Canadian immigration officers investigating hundreds …
We need ICE in Canada😂😂😂
We need ICE in Canada😂😂😂
Identity Attack0.011099357
Insult0.014314918
Profanity0.014156717
Threat0.009463178
Severe Toxicity0.0022220612
Low Tox 0.041915078 Low Con 0.243
Nov 28, 2025 Quebec Ends Economic Immigration Program …
If the dont leave voluntarily, then we need ice like moves, i have been living in canada for 25 years, when we applied to come here, we had to wait years where my country was …
If the dont leave voluntarily, then we need ice like moves, i have been living in canada for 25 years, when we applied to come here, we had to wait years where my country was in civil war. These ppl that are here as a student and temporary residents,, must understand the law and that there is a legal way to come and live here. If they force themselves to stay, then we need worse than ice for them to face.. with crimes, healthcare and employment rate down, its the best option
Identity Attack0.008657498
Insult0.018001022
Profanity0.011458136
Threat0.008453408
Severe Toxicity0.0014877319
Low Tox 0.04067813 Constructive 0.736 Personal_Narrative
Jan 16, 2026 2.9 million Canadian temporary visas …
And none of them will leave.. They will keep eating our lunch.. Canada needs ICE
And none of them will leave.. They will keep eating our lunch.. Canada needs ICE
Identity Attack0.00984143
Insult0.017163089
Profanity0.00995513
Threat0.008000307
Severe Toxicity0.0018310547
Low Tox 0.039226998 Low Con 0.174 Fear_Threat
Jan 15, 2026 2.9 million Canadian temporary visas …
CANADA NEEDS ICE LIKE USA
CANADA NEEDS ICE LIKE USA
Identity Attack0.017063495
Insult0.014960921
Profanity0.0147374235
Threat0.009696201
Severe Toxicity0.00289917
Low Tox 0.038991302 Low Con 0.193 Call_To_Action
Nov 13, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Canada needs to hire ICE to handle deportation.
Canada needs to hire ICE to handle deportation.
Identity Attack0.014551271
Insult0.011730902
Profanity0.010262563
Threat0.008945347
Severe Toxicity0.0013637543
Low Tox 0.03875561 Low Con 0.146
Dec 25, 2025 2 likes Deportations From Canada at Their …
And we don't treat them like the U.S. does (ice) Merry Christmas Canada 🎄🙏❤️
And we don't treat them like the U.S. does (ice) Merry Christmas Canada 🎄🙏❤️
Identity Attack0.014852738
Insult0.015720926
Profanity0.010365041
Threat0.0066345283
Severe Toxicity0.0010871887
Low Tox 0.038519915 Moderate Con 0.471 Comparative_Framing
Dec 24, 2025 Deportations From Canada at Their …
My parents immigrated in the early 90s and I was born in Canada. It’s very hard to relate to the new immigrants in the last 10 years because we’re so different. The families that immigrated …
My parents immigrated in the early 90s and I was born in Canada. It’s very hard to relate to the new immigrants in the last 10 years because we’re so different. The families that immigrated in the 80s and 90s had to assimilate and become “Canadian” which in hindsight was for the best. I learned about my culture and language at home, but my parents, emphasized the importance of being “Canadian first” and being a part of society and “fitting in.” This wasn’t at all a bad thing. I learned to ski, skate, make ice lollies with snow and syrup, went camping, played sports… I feel embarrassed when Indians are looked at in this light, but its true. 90% of this new wave of immigrants on “student visas,” dont intend to actually obtain any sort of an education, instead they use it as a pathway for permanent residency. I know this because I have relatives who say this out loud behind closed doors. I don’t agree with any of it, and quite frankly it’s very embarrassing, but most of us first generation Indian Canadians feel very upset about how its all played out and the negative light in which our people are now viewed under. Personally, I agree they arent interested in becoming culturally Canadian, they just want to be in Canada for financial reasons. They stay in their groups, dont integrate and think somehow this will play out well. It isnt discrimination when your own people also feel this way. I have yet to meet a first gen Canadian who disagrees
Identity Attack0.02138452
Insult0.017088935
Profanity0.014874061
Threat0.0066215824
Severe Toxicity0.0014781952
Low Tox 0.037577134 Constructive 0.762 Personal_Narrative
Feb 3, 2026 Inside Canada's Indian Metropolis (Brampton)
Let's goooo🎉🎉🎉🎉🎉 🔥🇨🇦 awesome vid Canada needs ice
Let's goooo🎉🎉🎉🎉🎉 🔥🇨🇦 awesome vid Canada needs ice
Identity Attack0.008398513
Insult0.010970897
Profanity0.019690514
Threat0.009411395
Severe Toxicity0.002746582
Low Tox 0.033806015 Moderate Con 0.318
Jan 27, 2026 Inside Canada's Indian Invasion...
Time for Canada ICE to find and send them packing.
Time for Canada ICE to find and send them packing.
Identity Attack0.004643231
Insult0.013782915
Profanity0.010467518
Threat0.012647836
Severe Toxicity0.0016021729
Low Tox 0.032156147 Low Con 0.149
Oct 4, 2025 IRCC Names India in Study …
Canada needs ICE more than US
Canada needs ICE more than US
Identity Attack0.014752249
Insult0.013782915
Profanity0.01173141
Threat0.007521313
Severe Toxicity0.001745224
Low Tox 0.031331215 Low Con 0.138
Sep 29, 2025 1 likes IRCC Names India in Study …

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.