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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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30,738 comments · Page 807 of 1230
I worked for an Indian couple and they would drive to the other side of town to visit other Indian stores, pharmacies, doctors, restaurants. When it became obvious why they did it… I stopped working …
I worked for an Indian couple and they would drive to the other side of town to visit other Indian stores, pharmacies, doctors, restaurants. When it became obvious why they did it… I stopped working for them.
Identity Attack0.10221587
Insult0.024124376
Profanity0.017504321
Threat0.007340072
Severe Toxicity0.002193451
Low Tox 0.104361884 Moderate Con 0.491 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
I found it telling that Michelle confidently quoted the wrong number (79,000) and, when Aiesha corrected her with the accurate figure (47,000), she immediately switched gears to “Where are they?” rather than owning the mistake. …
I found it telling that Michelle confidently quoted the wrong number (79,000) and, when Aiesha corrected her with the accurate figure (47,000), she immediately switched gears to “Where are they?” rather than owning the mistake. That dodge makes me question her judgment. It feels like she’s leaning into fear‑mongering language that easily panics people who aren’t paying attention to nuance — which, sadly, describes most of this comment section. Also, did you see the reply to the Filipino student who voiced frustration? “You guys make up some of the most cleanest restaurants I’ve ever been to.” That kind of response speaks to a lack of respect for international students. To many in the Canadian workforce, international students and migrants are treated as disposable labor — steered toward low‑ and middle‑income jobs. Yes, fraud should be dealt with, but it’s lazy and unfair to claim that all Indians or international students come here through fraud. If that logic ruled, we’d have to start deporting every non‑Indigenous person — which ignores the whole reality of colonization.
Identity Attack0.0052166977
Insult0.0573046
Profanity0.016035475
Threat0.0066798385
Severe Toxicity0.0014972687
Low Tox 0.104361884 Constructive 0.804 Policy_Critique
Oct 9, 2025 IRCC Names India in Study …
I'm so not happy about the way some people are bringing their culture to over shadow the original culture of Canada. This is not nice at all... 😢
I'm so not happy about the way some people are bringing their culture to over shadow the original culture of Canada. This is not nice at all... 😢
Identity Attack0.061130337
Insult0.028722567
Profanity0.012414595
Threat0.0065050707
Severe Toxicity0.0019359589
Low Tox 0.104361884 Constructive 0.634
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
People from India who have immigrated here 15-20 years ago are saying the same thing as the rest of Canada. Its too much, and people arent assimilating.
People from India who have immigrated here 15-20 years ago are saying the same thing as the rest of Canada. Its too much, and people arent assimilating.
Identity Attack0.09576365
Insult0.02618698
Profanity0.012380436
Threat0.0060196044
Severe Toxicity0.0017738342
Low Tox 0.104361884 Constructive 0.546 Personal_Narrative
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm so glad Singapore isn't as woke as the West, it's not perfect but they responded to the public backlash against mass migration here
I'm so glad Singapore isn't as woke as the West, it's not perfect but they responded to the public backlash against mass migration here
Identity Attack0.061130337
Insult0.028722567
Profanity0.018187506
Threat0.008000307
Severe Toxicity0.0022697449
Low Tox 0.104361884 Constructive 0.642 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
I went to Canada and back on accident when hiking in the PNW you probably don't need a smuggler.
I went to Canada and back on accident when hiking in the PNW you probably don't need a smuggler.
Identity Attack0.021987455
Insult0.034562174
Profanity0.016889455
Threat0.009437286
Severe Toxicity0.0025177002
Low Tox 0.104361884 Moderate Con 0.494 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Too many people from India immigrated over the last 5 years. It's an inconvenient truth that people are scared to talk about outside of their home or close friend group , but every Canadian has …
Too many people from India immigrated over the last 5 years. It's an inconvenient truth that people are scared to talk about outside of their home or close friend group , but every Canadian has had this conversation
Identity Attack0.1007269
Insult0.024382202
Profanity0.012038844
Threat0.0060778605
Severe Toxicity0.0018978119
Low Tox 0.104361884 Constructive 0.606 Identity_Assertion
Jul 10, 2025 24 likes How Canada broke its immigration …
REMIGRATION NOW!!!!!
REMIGRATION NOW!!!!!
Identity Attack0.048995655
Insult0.017163089
Profanity0.014156717
Threat0.008582866
Severe Toxicity0.004234314
Low Tox 0.104361884 Low Con 0.125 Call_To_Action
Sep 30, 2025 IRCC Names India in Study …
bike guy was not holding back holy
bike guy was not holding back holy
Identity Attack0.00847251
Insult0.03070583
Profanity0.030389199
Threat0.008634649
Severe Toxicity0.0029563904
Low Tox 0.104361884 Low Con 0.286 Meta_Commentary
Feb 13, 2026 172 likes Inside Canada's Indian Invasion...
The term "Racism" doesn't exist.
The term "Racism" doesn't exist.
Identity Attack0.056582913
Insult0.020385906
Profanity0.023789622
Threat0.007029374
Severe Toxicity0.0031471252
Low Tox 0.104361884 Low Con 0.183 Unverified_Claim
Feb 3, 2026 Inside Canada's Indian Invasion...
How about accountability for the government that created this mess in the first place.
How about accountability for the government that created this mess in the first place.
Identity Attack0.004439743
Insult0.05964688
Profanity0.017026093
Threat0.0066798385
Severe Toxicity0.0013256073
Low Tox 0.104361884 Low Con 0.242
Dec 25, 2025 Deportations From Canada at Their …
‘In the first place, we should insist that if the immigrant who comes here in good faith becomes a Canadian and assimilates himself to us, he shall be treated on an exact equality with everyone …
‘In the first place, we should insist that if the immigrant who comes here in good faith becomes a Canadian and assimilates himself to us, he shall be treated on an exact equality with everyone else, for it is an outrage to discriminate against any such man because of creed, or birthplace, or origin.. But this is predicated upon the person’s becoming in every facet a Canadian, and nothing but a Canadian… There can be no divided allegiance here. Any man who says he is a Canadian, but something else also, isn’t a Canadian at all. We have room for but one flag, the Canadian flag… And we have room for but one sole loyalty and that is a loyalty to the Canadian people.’ Wilfrid Laurier 1907
Identity Attack0.060675595
Insult0.03335018
Profanity0.017026093
Threat0.007974415
Severe Toxicity0.0024986267
Low Tox 0.104361884 Constructive 0.515 Identity_Assertion
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
That’s exactly why Carney picked her.. to cause further failure and create problems that he can blame on someone else. .. all the while over populate Canada with rejected immigrants causing further failure to legal, …
That’s exactly why Carney picked her.. to cause further failure and create problems that he can blame on someone else. .. all the while over populate Canada with rejected immigrants causing further failure to legal, medical, housing , food and employment problems.. he fixes it by giving more of our billions to the Ukraine.. meanwhile 6 million people dont have doctors and tens of thousands of Canadians are dying waiting for surgery.. and 2 million people a month go to food banks.
Identity Attack0.039456755
Insult0.034672357
Profanity0.010945748
Threat0.007365964
Severe Toxicity0.0021362305
Low Tox 0.104361884 Moderate Con 0.421 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Oh Canadastan! Growing into its nickname so well 😂😂😂😂
Oh Canadastan! Growing into its nickname so well 😂😂😂😂
Identity Attack0.047190998
Insult0.031807642
Profanity0.017436003
Threat0.0066927844
Severe Toxicity0.0028800964
Low Tox 0.103928015 Low Con 0.247 Humor_Satire
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Another problem is I live in a small city of about 25,000 and there's four work visa offices in this city I thought that was the government's business and guess what everyone is owned by …
Another problem is I live in a small city of about 25,000 and there's four work visa offices in this city I thought that was the government's business and guess what everyone is owned by a East Indian
Identity Attack0.09576365
Insult0.023028618
Profanity0.020100424
Threat0.007068211
Severe Toxicity0.002708435
Low Tox 0.103928015 Constructive 0.53 Identity_Assertion
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Pay taxes be a Canadian.
Pay taxes be a Canadian.
Identity Attack0.06704199
Insult0.026058068
Profanity0.012517073
Threat0.006602164
Severe Toxicity0.002708435
Low Tox 0.103928015 Moderate Con 0.306
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Back all Studente Tures and Eligaly pepele Canadian emegretion.
Back all Studente Tures and Eligaly pepele Canadian emegretion.
Identity Attack0.056582913
Insult0.029714199
Profanity0.011936366
Threat0.008453408
Severe Toxicity0.002861023
Low Tox 0.103928015 Low Con 0.289
Nov 18, 2025 1 likes IRCC Names India in Study …
That guy with the bike and funny hat was hilarious
That guy with the bike and funny hat was hilarious
Identity Attack0.010211408
Insult0.03588435
Profanity0.028640235
Threat0.008582866
Severe Toxicity0.0035476685
Low Tox 0.103928015 Moderate Con 0.36 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Taxpayers are paying for immigrants' welfare, the CBC, Canada Post... Enough is enough.
Taxpayers are paying for immigrants' welfare, the CBC, Canada Post... Enough is enough.
Identity Attack0.07094744
Insult0.024511116
Profanity0.010467518
Threat0.006440342
Severe Toxicity0.002336502
Low Tox 0.103928015 Moderate Con 0.306
Nov 26, 2025 Quebec Ends Economic Immigration Program …
Well done. These are not students
Well done. These are not students
Identity Attack0.00880549
Insult0.03522326
Profanity0.015591404
Threat0.006925808
Severe Toxicity0.0015830994
Low Tox 0.103928015 Moderate Con 0.37
Sep 28, 2025 IRCC Names India in Study …
I remember the Boat people in the late 70's and 80s and how they were grateful and how they blended with us. This kind of immigration, illegal or not, is different and causing trouble.
I remember the Boat people in the late 70's and 80s and how they were grateful and how they blended with us. This kind of immigration, illegal or not, is different and causing trouble.
Identity Attack0.06294931
Insult0.029493837
Profanity0.011236101
Threat0.00666042
Severe Toxicity0.0018882751
Low Tox 0.103928015 Constructive 0.779 Personal_Narrative
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Coming soon to the Christian country named America 🇺🇸
Coming soon to the Christian country named America 🇺🇸
Identity Attack0.078392304
Insult0.016860934
Profanity0.02474608
Threat0.010162249
Severe Toxicity0.004501343
Low Tox 0.103928015 Low Con 0.142 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
So how would they feel if millions of us went to Punjab and opened bars pubs and Catholic schools all over!
So how would they feel if millions of us went to Punjab and opened bars pubs and Catholic schools all over!
Identity Attack0.07425626
Insult0.020643732
Profanity0.016547862
Threat0.007922632
Severe Toxicity0.0025749207
Low Tox 0.103928015 Low Con 0.265 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
Trouble is they move into towns don’t spend money in the town shops restaurants shut down then they buy everything we have them in Australia too there everywhere there breeding us all out of our …
Trouble is they move into towns don’t spend money in the town shops restaurants shut down then they buy everything we have them in Australia too there everywhere there breeding us all out of our own countries time we woke up
Identity Attack0.051126
Insult0.028171662
Profanity0.016547862
Threat0.0068869707
Severe Toxicity0.002784729
Low Tox 0.103928015 Moderate Con 0.401 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Don't worry, guys. The great replacement isn't real. Wikipedia told me so.
Don't worry, guys. The great replacement isn't real. Wikipedia told me so.
Identity Attack0.01374736
Insult0.028281843
Profanity0.03189224
Threat0.009126588
Severe Toxicity0.002155304
Low Tox 0.103928015 Low Con 0.236 Humor_Satire
Jan 27, 2026 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.