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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

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Active: "I was one of the …" 1,743 comments · Page 66 of 70
ive been waiting for this one
ive been waiting for this one
Identity Attack0.005956655
Insult0.010210892
Profanity0.02119352
Threat0.009955117
Severe Toxicity0.0020599365
Low Tox 0.028974265 Moderate Con 0.383 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
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 …
Now, that's what I call one-sided reporting. Not a single voice supporting a tighter immigration policy
Now, that's what I call one-sided reporting. Not a single voice supporting a tighter immigration policy
Identity Attack0.012541492
Insult0.010742896
Profanity0.010365041
Threat0.0063497215
Severe Toxicity0.0008773804
Low Tox 0.028620722 Moderate Con 0.469 Meta_Commentary
Feb 11, 2026 Canada's tighter immigration policy divides …
From the comments it seems that no one actually watched the whole video...
From the comments it seems that no one actually watched the whole video...
Identity Attack0.0030708222
Insult0.011578901
Profanity0.014088398
Threat0.007029374
Severe Toxicity0.00096321106
Low Tox 0.028031485 Low Con 0.218 Meta_Commentary
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
You're about a decade late on this one.
You're about a decade late on this one.
Identity Attack0.0027748393
Insult0.014048916
Profanity0.013507691
Threat0.00780612
Severe Toxicity0.0010490417
Low Tox 0.027677942 Low Con 0.266 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
If any employer sees the candidate has a diploma from one of these smaller or fly by night colleges they should scrap that resume. The students never earned that diploma.
If any employer sees the candidate has a diploma from one of these smaller or fly by night colleges they should scrap that resume. The students never earned that diploma.
Identity Attack0.0027193425
Insult0.012984909
Profanity0.011423977
Threat0.0068028234
Severe Toxicity0.0006246567
Low Tox 0.027560094 Low Con 0.244 Policy_Critique
Oct 1, 2025 IRCC Names India in Study …
thats a total iie, you didnt mention the ones that get 225.00 a day.or the ones that get no interest mortgages i could go on but the truth dont exist with the cbc
thats a total iie, you didnt mention the ones that get 225.00 a day.or the ones that get no interest mortgages i could go on but the truth dont exist with the cbc
Identity Attack0.0024048607
Insult0.016556932
Profanity0.011680172
Threat0.0060066585
Severe Toxicity0.00076293945
Low Tox 0.027560094 Moderate Con 0.397
Oct 19, 2024 1 likes How much do refugees and …
I usually enjoy listening to Brian Lilley, but I think this one is a hard pass. We voted him out as leader and Premier for a reason!
I usually enjoy listening to Brian Lilley, but I think this one is a hard pass. We voted him out as leader and Premier for a reason!
Identity Attack0.0025158543
Insult0.015568925
Profanity0.01127026
Threat0.00666042
Severe Toxicity0.00076293945
Low Tox 0.026970858 Constructive 0.595 Meta_Commentary
Feb 19, 2026 1 likes LILLEY UNLEASHED: The fall of …
They are from one state only Punjab
They are from one state only Punjab
Identity Attack0.017967897
Insult0.013592913
Profanity0.01627459
Threat0.0070034824
Severe Toxicity0.0020313263
Low Tox 0.026735162 Low Con 0.263
Jan 3, 2026 Inside Canada's Indian Metropolis (Brampton)
You don’t need endless studies and quantifiable evidence to apply a bit of common sense I don’t need a study to tell me to close the window or put on a sweater if it’s cold …
You don’t need endless studies and quantifiable evidence to apply a bit of common sense I don’t need a study to tell me to close the window or put on a sweater if it’s cold in my house The point is there shouldn’t be one extra dollar that’s spent on anything that is outside of Canadian interests
Identity Attack0.0060676485
Insult0.014808921
Profanity0.010057608
Threat0.006003422
Severe Toxicity0.00071048737
Low Tox 0.025910228 Moderate Con 0.419 Policy_Critique
Feb 24, 2026 'We do know that there's …
This is Canadian dream ,40 people in one house ,go Canada go
This is Canadian dream ,40 people in one house ,go Canada go
Identity Attack0.010063417
Insult0.010210892
Profanity0.0103992
Threat0.007793174
Severe Toxicity0.0016784668
Low Tox 0.025792383 Moderate Con 0.412
Jan 7, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
Jesus is the only true and living God!! For God so loved the world, that He gave His one and only Son, that whoever believes in Him shall not perish but have everlasting life! (John …
Jesus is the only true and living God!! For God so loved the world, that He gave His one and only Son, that whoever believes in Him shall not perish but have everlasting life! (John 3:16)
Identity Attack0.009915425
Insult0.009051885
Profanity0.012448754
Threat0.0071847234
Severe Toxicity0.001411438
Low Tox 0.025556687 Moderate Con 0.32 Advertisement_Spam
Feb 7, 2026 Inside Canada's Indian Invasion...
Canada and it's citizens are AMAZING for all the programs that help facilitate this. Canada's food banks are the most generous in the entire world. Come one, come all - Canada will give you free …
Canada and it's citizens are AMAZING for all the programs that help facilitate this. Canada's food banks are the most generous in the entire world. Come one, come all - Canada will give you free health insurance and better than basic income, just claim refugee. It'll take years to progress. Canada will also give interest free loans while you're here. Most just pool up their funds and buy businesses outright. There is simply no reason why not to leave America and go to Canada.
Identity Attack0.010433395
Insult0.011692902
Profanity0.010245483
Threat0.006110225
Severe Toxicity0.0010347366
Low Tox 0.025556687 Constructive 0.753 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Not divided one bit
Not divided one bit
Identity Attack0.0043657473
Insult0.010894896
Profanity0.01887069
Threat0.007974415
Severe Toxicity0.0015354156
Low Tox 0.02543884 Moderate Con 0.306 Identity_Assertion
Feb 11, 2026 Canada's tighter immigration policy divides …
If you move to another country you need to be part of their culture and their way of life, speak their language and become one of them..but people love to move to Canada to take …
If you move to another country you need to be part of their culture and their way of life, speak their language and become one of them..but people love to move to Canada to take advantage of all the freedoms and continue doing what they are doing.
Identity Attack0.014048826
Insult0.0114649
Profanity0.010023449
Threat0.0059807673
Severe Toxicity0.0009059906
Low Tox 0.025320992 Moderate Con 0.481 Identity_Assertion
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
Well Visa expires but those people have update their status and already has new one some of them got PR. But still their visa expired that means that’s also come into this number 2.9M visas. …
Well Visa expires but those people have update their status and already has new one some of them got PR. But still their visa expired that means that’s also come into this number 2.9M visas. Yes there are some people overstaying and need to be removed otherwise there will be problems. But let’s just keep our facts right
Identity Attack0.004088263
Insult0.009678889
Profanity0.012107162
Threat0.009929225
Severe Toxicity0.0012588501
Low Tox 0.025085296 Constructive 0.603 Policy_Critique
Jan 19, 2026 2.9 million Canadian temporary visas …
One of reasons I hope Alberta separates
One of reasons I hope Alberta separates
Identity Attack0.009027477
Insult0.00979289
Profanity0.012141321
Threat0.008466354
Severe Toxicity0.0012493134
Low Tox 0.025085296 Moderate Con 0.307 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Good, just make sure the ones which are of value for Canada stay.
Good, just make sure the ones which are of value for Canada stay.
Identity Attack0.010803374
Insult0.012262905
Profanity0.010091767
Threat0.0070034824
Severe Toxicity0.001039505
Low Tox 0.025085296 Low Con 0.282 Policy_Critique
Jan 20, 2026 2.9 million Canadian temporary visas …
"we are making food, this one is food, this one is also food" brilliant
"we are making food, this one is food, this one is also food" brilliant
Identity Attack0.0032743104
Insult0.0115029
Profanity0.013371054
Threat0.006912862
Severe Toxicity0.0013065338
Low Tox 0.025085296 Low Con 0.273 Humor_Satire
Nov 13, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
There is another one on the West Coast called Surrey
There is another one on the West Coast called Surrey
Identity Attack0.00880549
Insult0.011198899
Profanity0.014976538
Threat0.007793174
Severe Toxicity0.0014686584
Low Tox 0.024849601 Low Con 0.292 Question
Jan 6, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
I bet Trump will mention this in one of his conferences. Mark my words 😅
I bet Trump will mention this in one of his conferences. Mark my words 😅
Identity Attack0.0023216156
Insult0.01306091
Profanity0.012585391
Threat0.007197669
Severe Toxicity0.00081062317
Low Tox 0.024613906 Low Con 0.206 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
People work and spend and bring up economy. All this will eventually catch up and shrink the economy. Seen it happen one example is UK , Japan and USA. In a few years it will …
People work and spend and bring up economy. All this will eventually catch up and shrink the economy. Seen it happen one example is UK , Japan and USA. In a few years it will show
Identity Attack0.006363631
Insult0.010020891
Profanity0.011902207
Threat0.008466354
Severe Toxicity0.0011491776
Low Tox 0.02449606 Moderate Con 0.324 Economic_Argument
Nov 21, 2025 Quebec Ends Economic Immigration Program …
I thought USA was the only one like that
I thought USA was the only one like that
Identity Attack0.010581387
Insult0.010172892
Profanity0.015079016
Threat0.008026198
Severe Toxicity0.0014209747
Low Tox 0.024378212 Moderate Con 0.362 Comparative_Framing
Aug 27, 2025 Why Canadians Are Turning Against …
Jobs are gone Affordable housing is gone resources disappeared one thing only left cold weather ☁️ I sent nearly 600 resumes no response 🙇😞
Jobs are gone Affordable housing is gone resources disappeared one thing only left cold weather ☁️ I sent nearly 600 resumes no response 🙇😞
Identity Attack0.0020626306
Insult0.012984909
Profanity0.010689554
Threat0.0065244893
Severe Toxicity0.0010442734
Low Tox 0.024142517 Moderate Con 0.472 Personal_Narrative
Feb 11, 2026 Canada's tighter immigration policy divides …
Current migration minister is the tallest one in her family last 3 generations. Address 751 Toadstool Lane, Hobbitville, Cape Bretonn.
Current migration minister is the tallest one in her family last 3 generations. Address 751 Toadstool Lane, Hobbitville, Cape Bretonn.
Identity Attack0.0062526376
Insult0.011920903
Profanity0.010979908
Threat0.006653947
Severe Toxicity0.0009012222
Low Tox 0.02343543 Moderate Con 0.491 Unverified_Claim
Mar 1, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …

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.