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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: "Their only job will be …" 1,176 comments · Page 45 of 48
Yup... and you can post jobs that require another language other than English and French
Yup... and you can post jobs that require another language other than English and French
Identity Attack0.008028535
Insult0.008557882
Profanity0.011236101
Threat0.006084333
Severe Toxicity0.00067710876
Low Tox 0.017592486 Moderate Con 0.331 Policy_Critique
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Agree with you. Good job. We voted Libs again
Agree with you. Good job. We voted Libs again
Identity Attack0.005771666
Insult0.00983089
Profanity0.011970525
Threat0.006815769
Severe Toxicity0.0010442734
Low Tox 0.017341165 Constructive 0.51 Solidarity
Aug 26, 2025 Why Canadians Are Turning Against …
Hopefully the trades go back to normal. All those Dr's and lawyers seem to like the job sites.
Hopefully the trades go back to normal. All those Dr's and lawyers seem to like the job sites.
Identity Attack0.003144818
Insult0.011046898
Profanity0.010518758
Threat0.0062979385
Severe Toxicity0.000667572
Low Tox 0.017215505 Moderate Con 0.403
Dec 28, 2025 Deportations From Canada at Their …
I’m 25 and if I had a child right now I’d need to work a second job just to keep from going into debt. That’s why birth rates are low. It’s an economic problem, not …
I’m 25 and if I had a child right now I’d need to work a second job just to keep from going into debt. That’s why birth rates are low. It’s an economic problem, not a fertility problem.
Identity Attack0.00310782
Insult0.008500882
Profanity0.010979908
Threat0.0065050707
Severe Toxicity0.000667572
Low Tox 0.017089844 Moderate Con 0.464 Economic_Argument
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
I don't hink they are doing their job properly. And this will be a good chance to examine what is really happening, what are they doing. Canada needs to get fixed in terms of this …
I don't hink they are doing their job properly. And this will be a good chance to examine what is really happening, what are they doing. Canada needs to get fixed in terms of this situation.
Identity Attack0.0044767405
Insult0.009868891
Profanity0.009408582
Threat0.006712203
Severe Toxicity0.00067710876
Low Tox 0.016964182 Constructive 0.512
Oct 12, 2025 IRCC Names India in Study …
My parents came from Germany in 1962 my father had to prove he had a job before he was allowed to come come to Canada and he had to wait a year before he could …
My parents came from Germany in 1962 my father had to prove he had a job before he was allowed to come come to Canada and he had to wait a year before he could send for us plus he was told he had to buy a house
Identity Attack0.006992595
Insult0.00821588
Profanity0.01173141
Threat0.006440342
Severe Toxicity0.00081539154
Low Tox 0.01646154 Constructive 0.526 Personal_Narrative
Dec 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
*This is about our home Canada, not party lines.* If you have a job—feel the tremor beneath it. If you have children—hear the thin crack in tomorrow. If you will age—sense the cold wait in …
*This is about our home Canada, not party lines.* If you have a job—feel the tremor beneath it. If you have children—hear the thin crack in tomorrow. If you will age—sense the cold wait in crowded halls. We see it in tents against winter wind, we hear it in ER sirens that never sleep, we feel it in classrooms stretched past breath. This is not red or blue. It is heartbeat and shelter and future. Stand together. Guard the door. Restore the quiet strength of our home—now.
Identity Attack0.0034038029
Insult0.009279887
Profanity0.012551232
Threat0.00713294
Severe Toxicity0.00096797943
Low Tox 0.01633588 Constructive 0.599 Call_To_Action
Mar 1, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Thank you for covering this! 💯 Quite honestly Canada went down the drain and we all notice it, see it, experience it. This needs to be talked about a lot more and you did a …
Thank you for covering this! 💯 Quite honestly Canada went down the drain and we all notice it, see it, experience it. This needs to be talked about a lot more and you did a great job starting that conversation 💯💯
Identity Attack0.0053276913
Insult0.009678889
Profanity0.011458136
Threat0.006162008
Severe Toxicity0.0007343292
Low Tox 0.01608456 Constructive 0.64
Jan 27, 2026 Inside Canada's Indian Invasion...
Save canadian jobs
Save canadian jobs
Identity Attack0.007880543
Insult0.007797878
Profanity0.011663092
Threat0.0073789097
Severe Toxicity0.0010919571
Low Tox 0.015581916 Moderate Con 0.323
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …
Does this mean I might get a job at Tim Hortons
Does this mean I might get a job at Tim Hortons
Identity Attack0.003089321
Insult0.008690883
Profanity0.014122557
Threat0.0070164283
Severe Toxicity0.00094890594
Low Tox 0.015581916 Moderate Con 0.376 Humor_Satire
Jan 16, 2026 2.9 million Canadian temporary visas …
Thanks Liberals and its voters. Great job.
Thanks Liberals and its voters. Great job.
Identity Attack0.005771666
Insult0.009469888
Profanity0.010757872
Threat0.00666042
Severe Toxicity0.00096321106
Low Tox 0.015581916 Low Con 0.265
Jun 18, 2025 2 likes How Canada broke its immigration …
This is the most sensible conservation I've heard Jason Kenny be a part of in some time. Good job sir.
This is the most sensible conservation I've heard Jason Kenny be a part of in some time. Good job sir.
Identity Attack0.0021366263
Insult0.010058892
Profanity0.010535837
Threat0.0065050707
Severe Toxicity0.0006341934
Low Tox 0.015393426 Constructive 0.636 Meta_Commentary
Feb 18, 2026 1 likes LILLEY UNLEASHED: The fall of …
So, my kids can finally find a job?
So, my kids can finally find a job?
Identity Attack0.0023863618
Insult0.007360875
Profanity0.012073003
Threat0.0065827454
Severe Toxicity0.0007867813
Low Tox 0.015142105 Moderate Con 0.387
Jan 15, 2026 83 likes 2.9 million Canadian temporary visas …
Canada Border services should contact ICE and get the job done!
Canada Border services should contact ICE and get the job done!
Identity Attack0.0042917514
Insult0.008386881
Profanity0.009468361
Threat0.006835188
Severe Toxicity0.0007534027
Low Tox 0.014890783 Low Con 0.281 Call_To_Action
Feb 18, 2026 5 likes Canadian immigration officers investigating hundreds …
We dont know where they are but they all do have JOBS AND A PLACE TO LIVE.
We dont know where they are but they all do have JOBS AND A PLACE TO LIVE.
Identity Attack0.004328749
Insult0.007892879
Profanity0.012448754
Threat0.0066733654
Severe Toxicity0.0010728836
Low Tox 0.014765122 Moderate Con 0.374 Unverified_Claim
Sep 30, 2025 IRCC Names India in Study …
I work a full-time job and a part-time job. Never thought in my 40's I'd need 2 jobs to live. I slso don't own a vehicle.
I work a full-time job and a part-time job. Never thought in my 40's I'd need 2 jobs to live. I slso don't own a vehicle.
Identity Attack0.0017481487
Insult0.008595883
Profanity0.013029462
Threat0.006420923
Severe Toxicity0.0007867813
Low Tox 0.014765122 Constructive 0.613
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
I think ICE agents are doing A alex"PRETTI" renee"GOOD" job!
I think ICE agents are doing A alex"PRETTI" renee"GOOD" job!
Identity Attack0.002210622
Insult0.010020891
Profanity0.0113044195
Threat0.0064079775
Severe Toxicity0.00089645386
Low Tox 0.014765122 Constructive 0.534 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Need this everywhere, so maybe Canadians can find jobs and housing.
Need this everywhere, so maybe Canadians can find jobs and housing.
Identity Attack0.007806548
Insult0.008025879
Profanity0.009195087
Threat0.0065050707
Severe Toxicity0.00076293945
Low Tox 0.014702292 Moderate Con 0.414
Nov 26, 2025 Quebec Ends Economic Immigration Program …
The government knows where these people are.Their are not trying very hard to find them.Hire more of the people who find these people to get the job done faster.This would be money well spent.
The government knows where these people are.Their are not trying very hard to find them.Hire more of the people who find these people to get the job done faster.This would be money well spent.
Identity Attack0.0027008436
Insult0.008614883
Profanity0.0098868115
Threat0.006874025
Severe Toxicity0.0006389618
Low Tox 0.014513801 Moderate Con 0.444
Dec 11, 2025 IRCC Names India in Study …
Canada finally waking up good job 👏
Canada finally waking up good job 👏
Identity Attack0.004236255
Insult0.009526889
Profanity0.010587076
Threat0.0068287146
Severe Toxicity0.0009012222
Low Tox 0.01438814 Moderate Con 0.373
Nov 27, 2025 Quebec Ends Economic Immigration Program …
With Artificial Intelligence eventually ingraining into all the workplaces, years to come less and less people needed in the workforce, and esp. in the service line and entry level job.
With Artificial Intelligence eventually ingraining into all the workplaces, years to come less and less people needed in the workforce, and esp. in the service line and entry level job.
Identity Attack0.002293867
Insult0.008633883
Profanity0.009519599
Threat0.006207318
Severe Toxicity0.00056028366
Low Tox 0.01426248 Moderate Con 0.336
Sep 1, 2025 2 likes Why Canadians Are Turning Against …
It is not as simple as more or less people. The first woman in the story was an educated working professional. Canada wants and needs people like that. Canada just needs to do a better …
It is not as simple as more or less people. The first woman in the story was an educated working professional. Canada wants and needs people like that. Canada just needs to do a better job of screening people coming in. Canada still needs good capable people coming in.
Identity Attack0.0050687063
Insult0.008880884
Profanity0.009289024
Threat0.006272047
Severe Toxicity0.0005578995
Low Tox 0.01419965 Constructive 0.526 Policy_Critique
Feb 12, 2026 2 likes Canada's tighter immigration policy divides …
Working cash jobs through agency
Working cash jobs through agency
Identity Attack0.0029413297
Insult0.008443882
Profanity0.013166099
Threat0.0065956907
Severe Toxicity0.0009202957
Low Tox 0.014136819 Moderate Con 0.375 Unverified_Claim
Oct 3, 2025 IRCC Names India in Study …
Great job Thank you very much
Great job Thank you very much
Identity Attack0.0043102503
Insult0.00806388
Profanity0.016001316
Threat0.0086087575
Severe Toxicity0.0016880035
Low Tox 0.014073989 Moderate Con 0.439 Solidarity
Jan 15, 2026 2 likes Canadian Citizenship Test 2025 – …
Wow good job Quebec!!!! Words I never thought I’d write.
Wow good job Quebec!!!! Words I never thought I’d write.
Identity Attack0.0024788564
Insult0.008899884
Profanity0.009835573
Threat0.0061425893
Severe Toxicity0.00071048737
Low Tox 0.0137598375 Moderate Con 0.457
Nov 21, 2025 98 likes Quebec Ends Economic Immigration Program …

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.