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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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30,738 comments · Page 593 of 1230
Only solution is to cut the pay of doctors who are pro mass immigration
Only solution is to cut the pay of doctors who are pro mass immigration
Identity Attack0.18705739
Insult0.053205602
Profanity0.021808386
Threat0.016465442
Severe Toxicity0.0064086914
Low Tox 0.22980402 Low Con 0.2 Policy_Critique
Feb 23, 2026 2 likes LILLEY UNLEASHED: The fall of …
Not good imigrasi illegal
Not good imigrasi illegal
Identity Attack0.21075934
Insult0.071116626
Profanity0.024882717
Threat0.007948523
Severe Toxicity0.009498596
Low Tox 0.22980402 Moderate Con 0.323 Policy_Critique
Feb 25, 2026 Inside Canada's Indian Invasion...
Oh Canada, how you have failed.
Oh Canada, how you have failed.
Identity Attack0.10221587
Insult0.1087965
Profanity0.017572641
Threat0.0077154995
Severe Toxicity0.0044059753
Low Tox 0.22980402 Low Con 0.231 Policy_Critique
Sep 19, 2025 22 likes Inside Canada's Indian Metropolis (Brampton)
I’m a recent Indian immigrant and I’ve lived in Singapore, Malaysia, the USA, and now Canada. I’ll admit that a lot of what’s said here is true: there are far too many cases where Indians …
I’m a recent Indian immigrant and I’ve lived in Singapore, Malaysia, the USA, and now Canada. I’ll admit that a lot of what’s said here is true: there are far too many cases where Indians abroad show a lack of civic sense, break rules, or behave in ways that don’t respect the host country.  Personally, my family and I have always assimilated wherever we’ve lived, respecting local customs, following rules, and contributing positively to the community and I hate it when immigrants don't assimilate into the local culture and reside in their own enclaves, I mean what was the point of emigrating then?? I truly value the peace and order these countries offer, and I want to give that back. Every community has good and bad examples. The responsibility is on us as immigrants to lead by example, integrate genuinely, and show that we can be respectful, responsible citizens. That’s how perceptions change for the better. It sucks that a whole racial group can be disliked because of some bad apples — and in our case, unfortunately, there are quite a few.
Identity Attack0.26833034
Insult0.0817555
Profanity0.08064143
Threat0.0100069
Severe Toxicity0.0075912476
Low Tox 0.22980402 Constructive 0.876
Sep 19, 2025 21 likes Inside Canada's Indian Metropolis (Brampton)
Great video, sir. One of the problems we have as Canadians is we will beat ourselves down before we appear as racists or bigots. Politicians will be politicians no matter what party's banner they run …
Great video, sir. One of the problems we have as Canadians is we will beat ourselves down before we appear as racists or bigots. Politicians will be politicians no matter what party's banner they run under. They feel entitled to our taxes to do with as they please without consultation of the people.
Identity Attack0.10221587
Insult0.12883772
Profanity0.020988565
Threat0.021300001
Severe Toxicity0.005378723
Low Tox 0.22980402 Constructive 0.654
Sep 1, 2025 28 likes Why Canadians Are Turning Against …
I lived in Brampton, as a non Indian, on a new development subdivision, being the only non Indian, they made it really clear I wasn’t welcome.
I lived in Brampton, as a non Indian, on a new development subdivision, being the only non Indian, they made it really clear I wasn’t welcome.
Identity Attack0.27682206
Insult0.062150877
Profanity0.04216301
Threat0.008414571
Severe Toxicity0.0062561035
Low Tox 0.22980402 Constructive 0.518
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
What a weak position. You don't need to justify the precise impact of giving out free healthcare to foreigners to know its wrong. We owe them nothing, send them home. We are not a charity.
What a weak position. You don't need to justify the precise impact of giving out free healthcare to foreigners to know its wrong. We owe them nothing, send them home. We are not a charity.
Identity Attack0.1769227
Insult0.077136256
Profanity0.017094411
Threat0.009307829
Severe Toxicity0.0044441223
Low Tox 0.22980402 Moderate Con 0.352 Moral_Argument
Feb 23, 2026 56 likes 'We do know that there's …
This is enough to make a grown man gag
This is enough to make a grown man gag
Identity Attack0.016460562
Insult0.06250052
Profanity0.12035047
Threat0.023544617
Severe Toxicity0.007972717
Low Tox 0.22980402 Low Con 0.202
Nov 7, 2025 Inside Canada's Indian Metropolis (Brampton)
STOP VOTING LIBERAL
STOP VOTING LIBERAL
Identity Attack0.16801116
Insult0.06354945
Profanity0.024131214
Threat0.011172019
Severe Toxicity0.0060653687
Low Tox 0.22846605 Low Con 0.164
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Hehe Punjabies r not dirty.Ameen they same as us Kashmiries in Uk. Bro
Hehe Punjabies r not dirty.Ameen they same as us Kashmiries in Uk. Bro
Identity Attack0.24074486
Insult0.16053712
Profanity0.12158839
Threat0.010809537
Severe Toxicity0.014447021
Low Tox 0.22846605 Moderate Con 0.482 Solidarity
Feb 9, 2026 Inside Canada's Indian Invasion...
It is the volume of immigration is the problem…why so much that is causes problems 🤷‍♂️ really you just have to vote them out 👉
It is the volume of immigration is the problem…why so much that is causes problems 🤷‍♂️ really you just have to vote them out 👉
Identity Attack0.20680901
Insult0.04442204
Profanity0.02474608
Threat0.011353259
Severe Toxicity0.006980896
Low Tox 0.22846605 Low Con 0.288
Nov 8, 2025 Inside Canada's Indian Metropolis (Brampton)
We are being invaded
We are being invaded
Identity Attack0.10699738
Insult0.036435258
Profanity0.073529124
Threat0.055270568
Severe Toxicity0.012054443
Low Tox 0.22846605 Moderate Con 0.361 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
At least Trudeau is enjoying his retirement on a yacht with Katie Perry while the country collapses due to his vanity projects.
At least Trudeau is enjoying his retirement on a yacht with Katie Perry while the country collapses due to his vanity projects.
Identity Attack0.0056236745
Insult0.17858955
Profanity0.015728042
Threat0.0076507707
Severe Toxicity0.0025558472
Low Tox 0.22846605 Low Con 0.135 Policy_Critique
Oct 16, 2025 How Canada broke its immigration …
India will conquer other countries through immigration. Becuz we will be the world.
India will conquer other countries through immigration. Becuz we will be the world.
Identity Attack0.23163283
Insult0.03885912
Profanity0.04291453
Threat0.044602267
Severe Toxicity0.01121521
Low Tox 0.22846605 Low Con 0.159 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is literally being invaded. Hey dont get me wrong , I believe in immigration but the right immigration. If it was not for immigration I would not be here but when the government let's …
Canada is literally being invaded. Hey dont get me wrong , I believe in immigration but the right immigration. If it was not for immigration I would not be here but when the government let's in terrorists and say they are allowed here theres something very wrong with that . This is all on the liberal party of canada
Identity Attack0.15945168
Insult0.07998765
Profanity0.01627459
Threat0.01052473
Severe Toxicity0.004634857
Low Tox 0.22846605 Constructive 0.624 Fear_Threat
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
..most of the people "interviewed" are white - they may have born in Canada, their parents & grandparents may have been born in Canada OR their parents, grandparents or they themselves coming from countries where …
..most of the people "interviewed" are white - they may have born in Canada, their parents & grandparents may have been born in Canada OR their parents, grandparents or they themselves coming from countries where the majority of the population is caucasian e.g. Portugal, Poland - with similar religious backgrounds. Why did they leave Poland, Portugal, Greece or Italy? Why are they "more acceptable" as immigrants, than others? If for example, mass immigration had come from Russia (or G:)d help us Romania) - what would they say?
Identity Attack0.28034934
Insult0.06337463
Profanity0.02433617
Threat0.007832011
Severe Toxicity0.0062179565
Low Tox 0.22846605 Constructive 0.53
Sep 19, 2025 7 likes Inside Canada's Indian Metropolis (Brampton)
Canada is being invaded and taken over😮
Canada is being invaded and taken over😮
Identity Attack0.16159154
Insult0.06285016
Profanity0.024882717
Threat0.03373172
Severe Toxicity0.008239746
Low Tox 0.22846605 Low Con 0.227
Aug 26, 2025 Why Canadians Are Turning Against …
You will be replaced. What happened in SAfrica to those frmers will happen to you.
You will be replaced. What happened in SAfrica to those frmers will happen to you.
Identity Attack0.09824528
Insult0.053791173
Profanity0.022764845
Threat0.13144556
Severe Toxicity0.008773804
Low Tox 0.22846605 Low Con 0.231
Sep 21, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
I think its what your ancestors did to the natives 😂
I think its what your ancestors did to the natives 😂
Identity Attack0.06294931
Insult0.06652143
Profanity0.06345607
Threat0.01238892
Severe Toxicity0.010375977
Low Tox 0.22846605 Low Con 0.289 Humor_Satire
Mar 2, 2026 Inside Canada's Indian Invasion...
The Canadian government thinks im going to pay OSAP back for actually trying to balance school and life just to fail miserably because the teacher couldn't speak English.
The Canadian government thinks im going to pay OSAP back for actually trying to balance school and life just to fail miserably because the teacher couldn't speak English.
Identity Attack0.030691283
Insult0.16124763
Profanity0.035649836
Threat0.007262398
Severe Toxicity0.003528595
Low Tox 0.22846605 Moderate Con 0.423
Sep 19, 2025 45 likes Inside Canada's Indian Metropolis (Brampton)
I'm white and obviously it's not all Indians, but the only demographic I've experienced racism and prejudice from are Indians. I try to remember to keep an open mind as generalizing is wrong, but it's …
I'm white and obviously it's not all Indians, but the only demographic I've experienced racism and prejudice from are Indians. I try to remember to keep an open mind as generalizing is wrong, but it's getting harder and harder especially since majority of staff in jobs I worked recently are prejudiced and stick to their own ranks. Good journalism M8 I can't believe you put yourself in that situation at the end
Identity Attack0.26663736
Insult0.06477321
Profanity0.047173142
Threat0.00948907
Severe Toxicity0.00667572
Low Tox 0.22846605 Constructive 0.822 Personal_Narrative
Feb 4, 2026 1 likes Inside Canada's Indian Invasion...
It’s more and more embarrassing everyday…
It’s more and more embarrassing everyday…
Identity Attack0.003385304
Insult0.11978693
Profanity0.024404489
Threat0.0072365063
Severe Toxicity0.002861023
Low Tox 0.22846605 Moderate Con 0.353 Moral_Argument
Feb 18, 2026 4 likes Canadian immigration officers investigating hundreds …
An Indian family consisting of a mother and father and their 11 and 3 year old children froze to death in the middle of a Manitoba blizzard while trying to cross the border illegally into …
An Indian family consisting of a mother and father and their 11 and 3 year old children froze to death in the middle of a Manitoba blizzard while trying to cross the border illegally into the US. They also payed an Indian human smuggler to get them across the border. Human smuggling is far more prevalent than any of us realize
Identity Attack0.26155844
Insult0.06529768
Profanity0.022764845
Threat0.03787563
Severe Toxicity0.008926392
Low Tox 0.22846605 Moderate Con 0.492 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
The guy at 9:37 😅 Well if they dont want to suffer discrimination or racism, work, pay taxes, integrate !
The guy at 9:37 😅 Well if they dont want to suffer discrimination or racism, work, pay taxes, integrate !
Identity Attack0.09576365
Insult0.05964688
Profanity0.026180768
Threat0.010214032
Severe Toxicity0.0063323975
Low Tox 0.22846605 Low Con 0.295 Policy_Critique
Oct 14, 2025 Inside Canada's Indian Metropolis (Brampton)
BEST PLACE ON THE PLANET = BRAMPTON AND YALL WILL NEVER KNOW
BEST PLACE ON THE PLANET = BRAMPTON AND YALL WILL NEVER KNOW
Identity Attack0.013646871
Insult0.06652143
Profanity0.03765389
Threat0.013269233
Severe Toxicity0.008354187
Low Tox 0.22846605 Low Con 0.211 Humor_Satire
Mar 2, 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.