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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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30,738 comments · Page 511 of 1230
Bringing over migrants to buff their votes. They love letting noncanadians into elections
Bringing over migrants to buff their votes. They love letting noncanadians into elections
Identity Attack0.28883415
Insult0.1087965
Profanity0.023994578
Threat0.010395273
Severe Toxicity0.006904602
Low Tox 0.28087774 Low Con 0.163 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Lefties is the problems, but peoples still voting left..
Lefties is the problems, but peoples still voting left..
Identity Attack0.23542951
Insult0.17361937
Profanity0.025770858
Threat0.008194493
Severe Toxicity0.0063323975
Low Tox 0.28087774 Low Con 0.257 Policy_Critique
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
The indians are good people . The ones that we should fear the ones that follow extreme ideas .Hindus ,Sikhs nothing to worry.
The indians are good people . The ones that we should fear the ones that follow extreme ideas .Hindus ,Sikhs nothing to worry.
Identity Attack0.31307843
Insult0.09124154
Profanity0.058445938
Threat0.04132889
Severe Toxicity0.015931819
Low Tox 0.28087774 Moderate Con 0.424
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada, systematically destroyed by the Liberals who obey their WEF masters.
Canada, systematically destroyed by the Liberals who obey their WEF masters.
Identity Attack0.16159154
Insult0.16861114
Profanity0.022969801
Threat0.03373172
Severe Toxicity0.0063705444
Low Tox 0.28087774 Low Con 0.141 Policy_Critique
Sep 29, 2025 IRCC Names India in Study …
Wow. I lived in Canada for two years (16 years ago) and loved it. So sad to see the invasion. The politicians there are worse than the ones we have here in the states.
Wow. I lived in Canada for two years (16 years ago) and loved it. So sad to see the invasion. The politicians there are worse than the ones we have here in the states.
Identity Attack0.09741807
Insult0.24928534
Profanity0.018734055
Threat0.007624879
Severe Toxicity0.0045776367
Low Tox 0.28087774 Constructive 0.53 Fear_Threat
Mar 1, 2026 2 likes Inside Canada's Indian Invasion...
They gotta get on that ICE timing now and get them all out of this country
They gotta get on that ICE timing now and get them all out of this country
Identity Attack0.15517195
Insult0.070482984
Profanity0.038154904
Threat0.1368402
Severe Toxicity0.013866014
Low Tox 0.28087774 Low Con 0.188 Call_To_Action
Feb 18, 2026 Canadian immigration officers investigating hundreds …
And absolutely nothing will change and it will only get worse. If you point out the negative impacts you are labeled as 'racist'. Joke of a country and joke of a society. They are ruining …
And absolutely nothing will change and it will only get worse. If you point out the negative impacts you are labeled as 'racist'. Joke of a country and joke of a society. They are ruining the country and pointing that out is 'racist'.
Identity Attack0.16993292
Insult0.16802633
Profanity0.03990845
Threat0.009463178
Severe Toxicity0.007858276
Low Tox 0.28087774 Moderate Con 0.361 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
It's funny how history changes British did this more than 100yrs. Invasion to India. Indians hated that, suffered and fought for freedom It's reverse now. Indians are taking over western countries
It's funny how history changes British did this more than 100yrs. Invasion to India. Indians hated that, suffered and fought for freedom It's reverse now. Indians are taking over western countries
Identity Attack0.33352965
Insult0.0813853
Profanity0.06395709
Threat0.01238892
Severe Toxicity0.009613037
Low Tox 0.28087774 Constructive 0.548 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Metropolis (Brampton)
European Colonizers finally Complaining in Pain.. Karma catches up with all someday or the other...
European Colonizers finally Complaining in Pain.. Karma catches up with all someday or the other...
Identity Attack0.23770751
Insult0.09270445
Profanity0.051181246
Threat0.022163315
Severe Toxicity0.012703998
Low Tox 0.28087774 Low Con 0.211 Moral_Argument
Nov 2, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Who is trying to turn canada into india? You all forget that no one but the government is reponsible for bad immigration policies. Everyone comes here with a dream i mean canada is a country …
Who is trying to turn canada into india? You all forget that no one but the government is reponsible for bad immigration policies. Everyone comes here with a dream i mean canada is a country built by immigrants, just because some other nationalities got here first and made Canada their home does not give them the right to judge others. Shameless behaviour in the comments by some people. Humanity at its worst. God bless us all
Identity Attack0.1769227
Insult0.24171697
Profanity0.019690514
Threat0.0072235605
Severe Toxicity0.005645752
Low Tox 0.28087774 Constructive 0.533 Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I am the only white person most of the time when I get on the go bus or ttc, 90% of the other people are indian. Its not diversity when its just one group of …
I am the only white person most of the time when I get on the go bus or ttc, 90% of the other people are indian. Its not diversity when its just one group of people coming here mainly
Identity Attack0.36702603
Insult0.06669625
Profanity0.09195647
Threat0.0100069
Severe Toxicity0.011367798
Low Tox 0.28087774 Constructive 0.516 Identity_Assertion
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
Wtf is that tuktuk ?
Wtf is that tuktuk ?
Identity Attack0.0071405866
Insult0.06319981
Profanity0.43781817
Threat0.00789674
Severe Toxicity0.021419114
Low Tox 0.28087774 Low Con 0.262 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
Still better than bringing in the Chinese.
Still better than bringing in the Chinese.
Identity Attack0.36702603
Insult0.06794841
Profanity0.028913507
Threat0.014048163
Severe Toxicity0.00957489
Low Tox 0.28087774 Low Con 0.185 Comparative_Framing
Mar 1, 2026 1 likes Inside Canada's Indian Invasion...
i think theres not one white person working in a fast food restaurant in the whole of ontario..
i think theres not one white person working in a fast food restaurant in the whole of ontario..
Identity Attack0.32184324
Insult0.06319981
Profanity0.02836696
Threat0.007974415
Severe Toxicity0.0074768066
Low Tox 0.28087774 Moderate Con 0.315 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Canada is dumping ground
Canada is dumping ground
Identity Attack0.23542951
Insult0.1669316
Profanity0.052183274
Threat0.010239923
Severe Toxicity0.007896423
Low Tox 0.28087774 Low Con 0.224 Fear_Threat
Jan 5, 2026 7 likes Migrants cross into Canada near …
I don’t care. No need to go there and meet masked thugs.
I don’t care. No need to go there and meet masked thugs.
Identity Attack0.004743187
Insult0.13710964
Profanity0.0013714319
Threat0.014437942
Severe Toxicity0.000020523106
Low Tox 0.28069526
Dec 8, 2025
Typical scam "i will pick you up. Jk cant make it. Get a hotel"
Typical scam "i will pick you up. Jk cant make it. Get a hotel"
Identity Attack0.0065856185
Insult0.24767025
Profanity0.06345607
Threat0.008919456
Severe Toxicity0.004234314
Low Tox 0.27975297 Moderate Con 0.319 Personal_Narrative
Feb 24, 2026 Inside Canada's Indian Invasion...
Jagmet Singh Must be behind the bars.
Jagmet Singh Must be behind the bars.
Identity Attack0.017163984
Insult0.16480011
Profanity0.040409464
Threat0.17964768
Severe Toxicity0.0104522705
Low Tox 0.27975297 Low Con 0.225
Oct 25, 2025 Inside Canada's Indian Metropolis (Brampton)
The, 'CULTURAL ARROGANCE', of the, we can do anything we want culture. We can have as many gangs as we want, we can have as many guns as we want, we can do as many …
The, 'CULTURAL ARROGANCE', of the, we can do anything we want culture. We can have as many gangs as we want, we can have as many guns as we want, we can do as many shootings as we want, we can drive as dangerously as we want, we can do as many extortion attempt shootings as we want, we can operate our dumptrucks/oversize vehicles as recklessly as want, we can hit as many overpasses as we want, we dont have to have customer service skills, nor be able to communicate so you understand us, and on and on! "Immigration without Assimilation is an Invasion." Indians are the number one threat to our society and our safety! You say, 'Racist', I say, 'Realist.'
Identity Attack0.028886627
Insult0.15911613
Profanity0.049928714
Threat0.20938614
Severe Toxicity0.01322045
Low Tox 0.27975297 Moderate Con 0.378 Fear_Threat
Feb 9, 2026 1 likes Inside Canada's Indian Invasion...
Not everyone from Punjab is bad but surely khalistan agenda people are not the right ones And also I really don't feel happy about how canada is letting people in who are not good at …
Not everyone from Punjab is bad but surely khalistan agenda people are not the right ones And also I really don't feel happy about how canada is letting people in who are not good at basic things too Your rules look compromised hence you are spoiling your country It's going to be very soon when your country is going to turn into a Pakistani vassal just like UK Because khalistan and Pakistan are linked Edit: I'm from Bharat aka india
Identity Attack0.2831485
Insult0.15911613
Profanity0.04141149
Threat0.014738814
Severe Toxicity0.012703998
Low Tox 0.27975297 Moderate Con 0.478 Fear_Threat
Feb 12, 2026 1 likes Inside Canada's Indian Invasion...
Lies, there’s still thousands of criminals who aren’t citizens still here committing crimes especially in Toronto and CBSA is aware!!!
Lies, there’s still thousands of criminals who aren’t citizens still here committing crimes especially in Toronto and CBSA is aware!!!
Identity Attack0.053399716
Insult0.24928534
Profanity0.017709278
Threat0.008285114
Severe Toxicity0.0051116943
Low Tox 0.27975297 Moderate Con 0.343 Unverified_Claim
Dec 26, 2025 Deportations From Canada at Their …
We should be asking how did white people get to north america and where are the natives instead of focusing on legally migrating hardworkers who are ceos in all big tech companies
We should be asking how did white people get to north america and where are the natives instead of focusing on legally migrating hardworkers who are ceos in all big tech companies
Identity Attack0.32768643
Insult0.06459839
Profanity0.049928714
Threat0.009178371
Severe Toxicity0.008964539
Low Tox 0.27975297 Moderate Con 0.34 Moral_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Hopefully Pierre will fight to get alot of these immigrants deported
Hopefully Pierre will fight to get alot of these immigrants deported
Identity Attack0.2854555
Insult0.07238392
Profanity0.027137227
Threat0.051067904
Severe Toxicity0.009346008
Low Tox 0.27975297 Low Con 0.3 Call_To_Action
Aug 26, 2025 Why Canadians Are Turning Against …
Births to immigrant mothers in the US: 24.0% Births to immigrant mothers in Canada: 42.3% (44.9% in anglo speaking Canada) America actually has one of the lowest rates of immigration since the financial crisis of …
Births to immigrant mothers in the US: 24.0% Births to immigrant mothers in Canada: 42.3% (44.9% in anglo speaking Canada) America actually has one of the lowest rates of immigration since the financial crisis of all western countries (and fastest growing economy, go figure) and yet is the most pissed off about high immigration levels haha.
Identity Attack0.10221587
Insult0.16853803
Profanity0.17101645
Threat0.0071588317
Severe Toxicity0.0074768066
Low Tox 0.27975297 Constructive 0.509 Comparative_Framing
Feb 24, 2026 1 likes Inside Canada's Indian Invasion...
I know what you're thinking 😁 See for the last couple centuries industrialized nations all over the world have been importing people like potatoes. And there is a very good reason for that. See over …
I know what you're thinking 😁 See for the last couple centuries industrialized nations all over the world have been importing people like potatoes. And there is a very good reason for that. See over the last couple hundred years you have made many advances in technology medicine and law enforcement. Your people however aren't having fifteen children anymore and your population is therefore receding. You then have to import people i.e. drain all the brains from around the world. Immigrants are also more eager to come if things back home aren't good especially when the world is bombing your pants off. Also things like rampant corruption that make it extremely difficult to live an honest life. They're also having children upon children because technology doesn't yet exist and so god told them to. 🦫 We are finite beings in an infinite universe. Also, you cannot stop immigration.
Identity Attack0.21470967
Insult0.18480228
Profanity0.07643871
Threat0.0138755
Severe Toxicity0.009994507
Low Tox 0.27975297 Constructive 0.567 Economic_Argument
Jan 23, 2026 Inside Canada's Indian Metropolis (Brampton)

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.