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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: "he should have done the …" 376 comments · Page 14 of 16
At a restaurant, we met a couple from Mexico on their honeymoon. They said they would be here for six months. I was so surprised at how long that was. They said they had claimed …
At a restaurant, we met a couple from Mexico on their honeymoon. They said they would be here for six months. I was so surprised at how long that was. They said they had claimed asylum here. They knew they would be rejected, but they said it would take six months until then, and they were being taken care of by our government. For everything. They said several of their friends had done the same... It seemed well known as a way to travel free in Canada...
Identity Attack0.022791367
Insult0.011122898
Profanity0.011150704
Threat0.0061878995
Severe Toxicity0.0010633469
Low Tox 0.03062413 Constructive 0.748 Personal_Narrative
Feb 25, 2026 'We do know that there's …
Thank you for whoever created this video.. I have done the test today and got 20/20. I solved these questions twice. Almost all questions came from this video.
Thank you for whoever created this video.. I have done the test today and got 20/20. I solved these questions twice. Almost all questions came from this video.
Identity Attack0.007954539
Insult0.0115029
Profanity0.021330157
Threat0.009463178
Severe Toxicity0.0021266937
Low Tox 0.03015274 Constructive 0.551 Meta_Commentary
Feb 20, 2026 3 likes Canadian Citizenship Test 2025 – …
It's too late, guys. They're not taking over. They've already done it. It's a finished process.
It's too late, guys. They're not taking over. They've already done it. It's a finished process.
Identity Attack0.0034592997
Insult0.012262905
Profanity0.015728042
Threat0.008841781
Severe Toxicity0.0012397766
Low Tox 0.029917045 Low Con 0.173
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Great video I did my test now 20/20 Read book 1 time and watch this video this covers all the test Well done and thank you so much for help
Great video I did my test now 20/20 Read book 1 time and watch this video this covers all the test Well done and thank you so much for help
Identity Attack0.007806548
Insult0.010590895
Profanity0.021740068
Threat0.010550622
Severe Toxicity0.0025367737
Low Tox 0.029563503 Constructive 0.627
May 26, 2025 7 likes Canadian Citizenship Test 2025 – …
I disagree with one thing you said at the beginning of this well done video. You said have we become too passive or too conservative? No, Conservatives haven't had a voice in the past 10 …
I disagree with one thing you said at the beginning of this well done video. You said have we become too passive or too conservative? No, Conservatives haven't had a voice in the past 10 years. We've become too Liberal. It was JT with his government and advisors like MC, who did this.
Identity Attack0.0043657473
Insult0.01640493
Profanity0.011782649
Threat0.0063432488
Severe Toxicity0.00084400177
Low Tox 0.028974265 Constructive 0.759
Aug 29, 2025 Why Canadians Are Turning Against …
Why because you don't have money and source of increasing GDP except immigration,Look how everybody was complaining about students influx now all the colleges are crying for funding,More student bring more funds and more taxes …
Why because you don't have money and source of increasing GDP except immigration,Look how everybody was complaining about students influx now all the colleges are crying for funding,More student bring more funds and more taxes to the government for developing cities like Brampton ,Only problem is vetting that need to done properly,can't expect higher low wage worker to build silicon cities in Canada.High skill professionals are the need of the hour.
Identity Attack0.007214582
Insult0.015036922
Profanity0.010296722
Threat0.005906329
Severe Toxicity0.000834465
Low Tox 0.028149333 Constructive 0.598
Jan 5, 2026 Inside Canada's Indian Metropolis (Brampton)
should have done this about Surrey
should have done this about Surrey
Identity Attack0.007214582
Insult0.010400894
Profanity0.017777596
Threat0.009385503
Severe Toxicity0.0017261505
Low Tox 0.027560094 Low Con 0.263
Sep 26, 2025 Inside Canada's Indian Metropolis (Brampton)
Don't go to your family doctor you will have a long wait go directly in the hospital and wait and they will do all your tests you need done
Don't go to your family doctor you will have a long wait go directly in the hospital and wait and they will do all your tests you need done
Identity Attack0.0029968263
Insult0.010362893
Profanity0.013302735
Threat0.008077981
Severe Toxicity0.0013160706
Low Tox 0.027206551 Moderate Con 0.427 Personal_Narrative
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Canada is done...
Canada is done...
Identity Attack0.0076585566
Insult0.010742896
Profanity0.012073003
Threat0.007935578
Severe Toxicity0.0014972687
Low Tox 0.02685301 Moderate Con 0.327 Fear_Threat
Jan 21, 2026 Why Canada’s immigration system has …
It was done on purpose.
It was done on purpose.
Identity Attack0.0024973555
Insult0.010970897
Profanity0.013951761
Threat0.0073789097
Severe Toxicity0.0010347366
Low Tox 0.02638162 Low Con 0.227
Jul 21, 2025 1 likes How Canada broke its immigration …
Bro you could’ve just came to Iowa and done the same thing 😭
Bro you could’ve just came to Iowa and done the same thing 😭
Identity Attack0.0038107792
Insult0.010818896
Profanity0.014395831
Threat0.008077981
Severe Toxicity0.0014305115
Low Tox 0.024613906 Moderate Con 0.323
Jan 27, 2026 8 likes Inside Canada's Indian Invasion...
I agree that Canada has become a safe haven for criminal behaviour dependent on voluntary compliance. This is a systemic problem that is going to take years to correct. Grateful more is being done and …
I agree that Canada has become a safe haven for criminal behaviour dependent on voluntary compliance. This is a systemic problem that is going to take years to correct. Grateful more is being done and I hope laws continues in that direction.
Identity Attack0.007843546
Insult0.0129089095
Profanity0.009570839
Threat0.007068211
Severe Toxicity0.0010442734
Low Tox 0.02449606 Constructive 0.726 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
The government any government did open the student visa because it's business for the country benefit as to job too??? And selection who to stay The big problem is it's over done
The government any government did open the student visa because it's business for the country benefit as to job too??? And selection who to stay The big problem is it's over done
Identity Attack0.004384246
Insult0.012300906
Profanity0.011765569
Threat0.006162008
Severe Toxicity0.0007343292
Low Tox 0.024378212 Moderate Con 0.375
Oct 13, 2025 Inside Canada's Indian Metropolis (Brampton)
Tyler, I really appreciate everything you do and have done to shed light on some of these things for everyone. But man, I worry you're gonna end up seriously injured, or worse. I fear for …
Tyler, I really appreciate everything you do and have done to shed light on some of these things for everyone. But man, I worry you're gonna end up seriously injured, or worse. I fear for your safety. I honestly wish you wouldn't do some of these undercover operations. It's not worth it! However, God bless you and please be safe.
Identity Attack0.0014984132
Insult0.010818896
Profanity0.011184863
Threat0.009437286
Severe Toxicity0.0010490417
Low Tox 0.024142517 Constructive 0.75 Solidarity
Mar 1, 2026 Inside Canada's Indian Invasion...
NOW? Should have done that 10years ago!!!!!
NOW? Should have done that 10years ago!!!!!
Identity Attack0.0023863618
Insult0.009640889
Profanity0.012107162
Threat0.007961469
Severe Toxicity0.0013065338
Low Tox 0.022728346 Low Con 0.259 Policy_Critique
Feb 18, 2026 639 likes Canadian immigration officers investigating hundreds …
Camera? They record themselves as proof ofnthe job getting done to get paid. Nothing new here.
Camera? They record themselves as proof ofnthe job getting done to get paid. Nothing new here.
Identity Attack0.0017758971
Insult0.011768902
Profanity0.010433359
Threat0.0067251488
Severe Toxicity0.0007915497
Low Tox 0.02249265 Low Con 0.185 Meta_Commentary
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Look at what British business and elites have done to England. Canadian business and elites want to do the same thing.
Look at what British business and elites have done to England. Canadian business and elites want to do the same thing.
Identity Attack0.009286462
Insult0.011122898
Profanity0.009818493
Threat0.0065050707
Severe Toxicity0.000834465
Low Tox 0.022374803 Low Con 0.203 Comparative_Framing
Nov 21, 2025 1 likes Quebec Ends Economic Immigration Program …
he should have done the "will they get my order right" challenge at Singh Hortons
he should have done the "will they get my order right" challenge at Singh Hortons
Identity Attack0.0034777985
Insult0.00971689
Profanity0.013029462
Threat0.00866054
Severe Toxicity0.0011491776
Low Tox 0.021903414 Moderate Con 0.33 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I am all for implementing CBSA enforcement provided it is Humane and done according to the law. No Masked officers. No Arrests near schools or near Children. Show the world how can it be done …
I am all for implementing CBSA enforcement provided it is Humane and done according to the law. No Masked officers. No Arrests near schools or near Children. Show the world how can it be done humanely.
Identity Attack0.0032003147
Insult0.009640889
Profanity0.010279642
Threat0.007586042
Severe Toxicity0.00094890594
Low Tox 0.02072494 Constructive 0.715 Moral_Argument
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …
Just done the exam jan 2026. Just read this video. Got 18/20.
Just done the exam jan 2026. Just read this video. Got 18/20.
Identity Attack0.003903274
Insult0.008462882
Profanity0.01402008
Threat0.0082074385
Severe Toxicity0.0014209747
Low Tox 0.020607091 Moderate Con 0.478 Meta_Commentary
Jan 23, 2026 2 likes Canadian Citizenship Test 2025 – …
Tyler well done man
Tyler well done man
Identity Attack0.004994711
Insult0.010666896
Profanity0.01805087
Threat0.008220384
Severe Toxicity0.0016403198
Low Tox 0.019980038 Moderate Con 0.426 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
We’re done in Canada. We’re so open minded…..you get it.
We’re done in Canada. We’re so open minded…..you get it.
Identity Attack0.0050687063
Insult0.010666896
Profanity0.010996987
Threat0.006874025
Severe Toxicity0.000872612
Low Tox 0.019603057 Low Con 0.286 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Something needs to be done.
Something needs to be done.
Identity Attack0.0034592997
Insult0.008405882
Profanity0.014225035
Threat0.009023022
Severe Toxicity0.0013446808
Low Tox 0.019603057 Low Con 0.276
Sep 6, 2025 1 likes Why Canadians Are Turning Against …
DONE BY DESIGN!
DONE BY DESIGN!
Identity Attack0.0028118372
Insult0.009944891
Profanity0.013029462
Threat0.0072365063
Severe Toxicity0.001335144
Low Tox 0.019477395 Moderate Con 0.34 Unverified_Claim
Nov 21, 2025 1 likes Thousands of refugees allowed into …
Tyler - Do something original for once - great production but c'mon think of something new not just what everyone else has already done.
Tyler - Do something original for once - great production but c'mon think of something new not just what everyone else has already done.
Identity Attack0.0020811295
Insult0.010628895
Profanity0.01261955
Threat0.0063950317
Severe Toxicity0.00074386597
Low Tox 0.01834645 Moderate Con 0.434 Meta_Commentary
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...

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.