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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: "They just cutting from the …" 165 comments · Page 6 of 7
not a liberal but i support these cuts. Keep cutting!
not a liberal but i support these cuts. Keep cutting!
Identity Attack0.006955597
Insult0.01632893
Profanity0.013849284
Threat0.03235042
Severe Toxicity0.002632141
Low Tox 0.06184035 Moderate Con 0.433
Jan 3, 2026 27 likes New rules, regulations take effect …
They have to cut it by at least half if not, 75% these cuts are nothing literally nothing
They have to cut it by at least half if not, 75% these cuts are nothing literally nothing
Identity Attack0.004994711
Insult0.015568925
Profanity0.027547138
Threat0.014911477
Severe Toxicity0.0023555756
Low Tox 0.06065326 Low Con 0.128
Jan 4, 2026 New rules, regulations take effect …
They just cutting from the middle, they need to take care of the source, Who are giving them study permits ? This will get better when they are gone.
They just cutting from the middle, they need to take care of the source, Who are giving them study permits ? This will get better when they are gone.
Identity Attack0.0045692353
Insult0.021868404
Profanity0.013473531
Threat0.011379151
Severe Toxicity0.0015449524
Low Tox 0.06065326 Moderate Con 0.323 Policy_Critique
Sep 30, 2025 1 likes IRCC Names India in Study …
International students keep tuition fees lower. Cut immigration yes but international students? NO
International students keep tuition fees lower. Cut immigration yes but international students? NO
Identity Attack0.038167715
Insult0.015188923
Profanity0.011167783
Threat0.006738094
Severe Toxicity0.0014400482
Low Tox 0.057748068 Low Con 0.245 Policy_Critique
Jan 20, 2026 Canada’s new rules in 2026
CANADA HAS TOO MANY PUBLIC SERVANTS. CUT THESE BY 20 PERCENT, TO INCREASE GDP
CANADA HAS TOO MANY PUBLIC SERVANTS. CUT THESE BY 20 PERCENT, TO INCREASE GDP
Identity Attack0.011469335
Insult0.022061773
Profanity0.011902207
Threat0.0113014765
Severe Toxicity0.0027275085
Low Tox 0.056263726 Low Con 0.121
Jan 17, 2026 Canada’s new rules in 2026
I don’t disagree that people on a student visa should go back once the visa expires. a lot of responsibility falls on IRCC and immigration/ government to actually have everything regulated and documented. IRCC is …
I don’t disagree that people on a student visa should go back once the visa expires. a lot of responsibility falls on IRCC and immigration/ government to actually have everything regulated and documented. IRCC is impossible to get a hold of. Applications open people apply.. they get in and then the government forgets about them… the students and work permit people once they land have no idea what is going on. No place to live.. mental health.. tons or restrictions. Don’t invite guest for a sleep over if there is not extra bed in your house. Say the guest then decides they can just sleep on floor or sofa and you keep letting it happen over and over with no boundaries but also just say that they are not welcome. So again it’s the person who invites the guest who is responsible for clear cut communication, deadlines etc
Identity Attack0.010433395
Insult0.026444806
Profanity0.017162729
Threat0.0071199946
Severe Toxicity0.0015640259
Low Tox 0.056016337 Constructive 0.766 Policy_Critique
Oct 1, 2025 IRCC Names India in Study …
35 $ per month saved with the tax cut IF I get it 😂😂😂 what a joke
35 $ per month saved with the tax cut IF I get it 😂😂😂 what a joke
Identity Attack0.0012486777
Insult0.025929155
Profanity0.015079016
Threat0.006097279
Severe Toxicity0.0011301041
Low Tox 0.054284602 Low Con 0.283
Jan 13, 2026 Canada’s new rules in 2026
Talk is cheap. IRCC claiming to have slowed the intake means nothing...Stats Can numbers will tell the story at the end of 2026. Not surprising that Carney is cutting 850 jobs from stats can. lol
Talk is cheap. IRCC claiming to have slowed the intake means nothing...Stats Can numbers will tell the story at the end of 2026. Not surprising that Carney is cutting 850 jobs from stats can. lol
Identity Attack0.002210622
Insult0.026831545
Profanity0.014600786
Threat0.006543908
Severe Toxicity0.0010824203
Low Tox 0.05304765 Moderate Con 0.318
Jan 15, 2026 2 likes 2.9 million Canadian temporary visas …
The cuts to temporary foreign workers, refugees, and other immigrants do not go near far enough. Maximum number allowed, in total, should be no more than 60,000, laser focused on STEM and medical grads.
The cuts to temporary foreign workers, refugees, and other immigrants do not go near far enough. Maximum number allowed, in total, should be no more than 60,000, laser focused on STEM and medical grads.
Identity Attack0.033784978
Insult0.0154929245
Profanity0.009835573
Threat0.007521313
Severe Toxicity0.0014400482
Low Tox 0.050573748 Moderate Con 0.418 Policy_Critique
Jan 6, 2026 58 likes Canada’s new rules in 2026
Cuts in immagration aren't anywhere close to big enough.
Cuts in immagration aren't anywhere close to big enough.
Identity Attack0.021786476
Insult0.011996903
Profanity0.01128734
Threat0.008181547
Severe Toxicity0.0014686584
Low Tox 0.045131154 Low Con 0.163
Jan 2, 2026 65 likes New rules, regulations take effect …
Cut their motivation to stay in Canada and start charging them daily for overstating their VISA. Government created the problem and they are likely profiting in some way from it.
Cut their motivation to stay in Canada and start charging them daily for overstating their VISA. Government created the problem and they are likely profiting in some way from it.
Identity Attack0.012061302
Insult0.019419061
Profanity0.010023449
Threat0.0073789097
Severe Toxicity0.0011634827
Low Tox 0.04315203 Low Con 0.221 Policy_Critique
Jan 15, 2026 3 likes 2.9 million Canadian temporary visas …
There's already negative population growth in Canada. Cutting immigration is just political optics and not sound policy.
There's already negative population growth in Canada. Cutting immigration is just political optics and not sound policy.
Identity Attack0.019877186
Insult0.014808921
Profanity0.009587918
Threat0.0074565844
Severe Toxicity0.0010824203
Low Tox 0.0414203 Moderate Con 0.303
Jan 5, 2026 1 likes New rules, regulations take effect …
Cuts are are too little and far too late!
Cuts are are too little and far too late!
Identity Attack0.00258985
Insult0.01313691
Profanity0.016342908
Threat0.013372798
Severe Toxicity0.0018978119
Low Tox 0.0414203 Low Con 0.193
Jan 3, 2026 8 likes New rules, regulations take effect …
Great start. 64% decrease in foreign students is a huge cut and definitely needed. Middle class tax cut is a step in the right direction and the $10 NSF fee is actually a huge underrated …
Great start. 64% decrease in foreign students is a huge cut and definitely needed. Middle class tax cut is a step in the right direction and the $10 NSF fee is actually a huge underrated change. I’ll admit I’ve been in the situation where I forgot which day my bill is coming out and didn’t have my bank account prepared accordingly. Getting slapped with $50+ NSF fees just made it even worse. Nice to see a cap on that now as I felt like companies were abusing it.
Identity Attack0.007214582
Insult0.018129934
Profanity0.014464149
Threat0.0077025536
Severe Toxicity0.0011014938
Low Tox 0.04067813 Constructive 0.76 Policy_Critique
Jan 21, 2026 Canada’s new rules in 2026
These rules help improve immigrants lives how about all Canadians get tax cuts.
These rules help improve immigrants lives how about all Canadians get tax cuts.
Identity Attack0.022590388
Insult0.012680908
Profanity0.00998929
Threat0.006576272
Severe Toxicity0.0010585785
Low Tox 0.03592727 Constructive 0.539 Policy_Critique
Jan 11, 2026 6 likes Canada’s new rules in 2026
The number should be cut to 0.
The number should be cut to 0.
Identity Attack0.0048097214
Insult0.009868891
Profanity0.016957775
Threat0.012181788
Severe Toxicity0.0017738342
Low Tox 0.035220183 Low Con 0.158 Policy_Critique
Jan 4, 2026 New rules, regulations take effect …
Dude saying he’s not a number. He’s a literally a number to the ministry. Everyone is a number. No one owes anyone anything. The majority of Canadians are asking for a cut to immigration. I …
Dude saying he’s not a number. He’s a literally a number to the ministry. Everyone is a number. No one owes anyone anything. The majority of Canadians are asking for a cut to immigration. I for one celebrate that governments are doing what the majority wants instead of catering to the few. If it didn’t work out, that’s too bad.
Identity Attack0.0076585566
Insult0.017872108
Profanity0.011355659
Threat0.0062979385
Severe Toxicity0.0008249283
Low Tox 0.034984488 Constructive 0.661 Policy_Critique
Nov 20, 2025 82 likes Quebec Ends Economic Immigration Program …
Is Pierre Poilievre Maple Maga? He offered to do business with Elon Musk who cut Medicaid to 18 million people in the USA!!! Is he really Canada First?
Is Pierre Poilievre Maple Maga? He offered to do business with Elon Musk who cut Medicaid to 18 million people in the USA!!! Is he really Canada First?
Identity Attack0.0052166977
Insult0.017227544
Profanity0.011167783
Threat0.006330303
Severe Toxicity0.0010442734
Low Tox 0.03192045 Moderate Con 0.345 Question
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
In a wild twist, liberal Carney cut immigration by 100% last year,
In a wild twist, liberal Carney cut immigration by 100% last year,
Identity Attack0.009249465
Insult0.013934915
Profanity0.0113215
Threat0.0065827454
Severe Toxicity0.000872612
Low Tox 0.031331215 Low Con 0.248 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Wow hide cuts for the middle class eh. I can afford one more week of food.
Wow hide cuts for the middle class eh. I can afford one more week of food.
Identity Attack0.00466173
Insult0.013554913
Profanity0.012004685
Threat0.006440342
Severe Toxicity0.0009822845
Low Tox 0.031213367 Moderate Con 0.303 Policy_Critique
Jan 14, 2026 Canada’s new rules in 2026
How about cuts in temporary foreign workers? How about making sure the 3.5 million on temporary visas are getting out?
How about cuts in temporary foreign workers? How about making sure the 3.5 million on temporary visas are getting out?
Identity Attack0.016762028
Insult0.010400894
Profanity0.010518758
Threat0.0076119336
Severe Toxicity0.0010871887
Low Tox 0.029563503 Moderate Con 0.331 Policy_Critique
Jan 15, 2026 Canada’s new rules in 2026
Great news!!! The cuts must go on..
Great news!!! The cuts must go on..
Identity Attack0.002090379
Insult0.00979289
Profanity0.012414595
Threat0.01254427
Severe Toxicity0.0015830994
Low Tox 0.029445656 Moderate Con 0.415
Jan 2, 2026 27 likes New rules, regulations take effect …
$400 max tax cut… bro just don’t even “cut” taxes then
$400 max tax cut… bro just don’t even “cut” taxes then
Identity Attack0.0017943961
Insult0.014238917
Profanity0.012107162
Threat0.0067186756
Severe Toxicity0.0009202957
Low Tox 0.027677942 Low Con 0.124
Jan 17, 2026 Canada’s new rules in 2026
Ooh, a whopping $420 tax cut.
Ooh, a whopping $420 tax cut.
Identity Attack0.001674153
Insult0.015188923
Profanity0.012926984
Threat0.006427396
Severe Toxicity0.0010299683
Low Tox 0.027560094 Low Con 0.194 Humor_Satire
Jan 17, 2026 1 likes Canada’s new rules in 2026
Please don't believe this report. I am from Canada, This issue is not dividing us at all . In fact the overwhelming majority agrees immigration numbers of recent years are unsustainable .These policies to cut …
Please don't believe this report. I am from Canada, This issue is not dividing us at all . In fact the overwhelming majority agrees immigration numbers of recent years are unsustainable .These policies to cut immigration are driven by public pressure on the government..Fr24 is cherry picking and make it sound like there is huge backlash to these cuts.
Identity Attack0.009545447
Insult0.011996903
Profanity0.010006369
Threat0.006589218
Severe Toxicity0.0007581711
Low Tox 0.027324399 Constructive 0.799 Policy_Critique
Feb 11, 2026 467 likes Canada's tighter immigration policy divides …

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.