Skip to content
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.

Search & Filter

Search comment text, filter by category or toxicity level
30,738 comments · Page 333 of 1230
2:08 that guy is an older Indian XQC 😂😂😂
2:08 that guy is an older Indian XQC 😂😂😂
Identity Attack0.3758158
Insult0.30326313
Profanity0.16729468
Threat0.012078222
Severe Toxicity0.023076924
Moderate 0.37955463 Low Con 0.233
Jan 27, 2026 5 likes Inside Canada's Indian Invasion...
east indians are everywhere dude in canada like 4 years ago going back decades tims was all old ladies like normal canadian ladies not east indian men and now its wild bad
east indians are everywhere dude in canada like 4 years ago going back decades tims was all old ladies like normal canadian ladies not east indian men and now its wild bad
Identity Attack0.458714
Insult0.27146968
Profanity0.07482228
Threat0.008492245
Severe Toxicity0.01896597
Moderate 0.37795907 Low Con 0.299 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
All the liberal parties in the west just found out that they screwed up so bad while filled with corruption and over budgeted so they made up this evil plan that bring immigrants to support …
All the liberal parties in the west just found out that they screwed up so bad while filled with corruption and over budgeted so they made up this evil plan that bring immigrants to support them to stay alive. While tried to beautify it with dei and woke culture, driving the young ppl with brainwashed idea like the Russian’ Chinese and Iranian. if we can’t stop it, it will end up like them.
Identity Attack0.34649673
Insult0.37052566
Profanity0.24910301
Threat0.011586283
Severe Toxicity0.019095084
Moderate 0.37795907 Low Con 0.276 Unverified_Claim
Feb 19, 2026 LILLEY UNLEASHED: The fall of …
np time for the lie/con jason kennedy or any of his uniparty shills
np time for the lie/con jason kennedy or any of his uniparty shills
Identity Attack0.014249804
Insult0.42167732
Profanity0.07223598
Threat0.008336896
Severe Toxicity0.008811951
Moderate 0.37795907 Low Con 0.114 Policy_Critique
Feb 17, 2026 3 likes LILLEY UNLEASHED: The fall of …
Khalistan on my deeeeek
Khalistan on my deeeeek
Identity Attack0.40255263
Insult0.3388922
Profanity0.3597395
Threat0.22514746
Severe Toxicity0.2733782
Moderate 0.37795907 Moderate Con 0.307 Identity_Assertion
Feb 9, 2026 Inside Canada's Indian Invasion...
Hey unlike the the Hasidic jews, at least the Indian people are receptive and nice.
Hey unlike the the Hasidic jews, at least the Indian people are receptive and nice.
Identity Attack0.46028158
Insult0.24928534
Profanity0.17473823
Threat0.010265815
Severe Toxicity0.023076924
Moderate 0.37795907 Moderate Con 0.445
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
delete this video SAARRRRRRR!!!!
delete this video SAARRRRRRR!!!!
Identity Attack0.014953227
Insult0.08434689
Profanity0.11539881
Threat0.10542984
Severe Toxicity0.023076924
Moderate 0.37795907 Low Con 0.185 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Hell yeah something new to watch 😂
Hell yeah something new to watch 😂
Identity Attack0.011321344
Insult0.07523532
Profanity0.41031027
Threat0.010887212
Severe Toxicity0.023076924
Moderate 0.37795907 Moderate Con 0.352 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I hope one day a new government with an actual spine drops the hammer on all these people. You find one trace of Coming here illegally through scamming and lying, immediately deported. Canada is not …
I hope one day a new government with an actual spine drops the hammer on all these people. You find one trace of Coming here illegally through scamming and lying, immediately deported. Canada is not India, go home.
Identity Attack0.30256465
Insult0.36365277
Profanity0.04065997
Threat0.058826666
Severe Toxicity0.015479924
Moderate 0.37795907 Moderate Con 0.392
Nov 16, 2025 Inside Canada's Indian Metropolis (Brampton)
there's too many white Canadians in Canada. *LET THEM IN*
there's too many white Canadians in Canada. *LET THEM IN*
Identity Attack0.46028158
Insult0.13607834
Profanity0.075468846
Threat0.019918699
Severe Toxicity0.018384963
Moderate 0.37795907 Low Con 0.187 Identity_Assertion
Feb 13, 2026 Inside Canada's Indian Invasion...
if you see Indian in your country just remember.. 99% indians in Canada, UK US Europe Aus NZ belongs to Upper Caste.. They don't have the right to talk about Racism.. just search Manipur Violence.. …
if you see Indian in your country just remember.. 99% indians in Canada, UK US Europe Aus NZ belongs to Upper Caste.. They don't have the right to talk about Racism.. just search Manipur Violence.. Daily Thousands of incidents,atrocities are happening on Christians, Backward Castes Scheduled Castes, Tribes in India..
Identity Attack0.46028158
Insult0.24561718
Profanity0.043916557
Threat0.04363242
Severe Toxicity0.023076924
Moderate 0.37795907 Moderate Con 0.47 Identity_Assertion
Oct 2, 2025 1 likes IRCC Names India in Study …
Carney should get lost
Carney should get lost
Identity Attack0.05794714
Insult0.1505596
Profanity0.1308005
Threat0.42133212
Severe Toxicity0.021548226
Moderate 0.37795907 Low Con 0.28 Policy_Critique
Jan 19, 2026 Canada’s new rules in 2026
Our Liberal government is a joke!
Our Liberal government is a joke!
Identity Attack0.10221587
Insult0.40243408
Profanity0.09034003
Threat0.007909686
Severe Toxicity0.00831604
Moderate 0.37795907 Low Con 0.227
Apr 1, 2019 How much do refugees and …
leftists destroy everything they touch
leftists destroy everything they touch
Identity Attack0.36702603
Insult0.24835461
Profanity0.13785136
Threat0.13498579
Severe Toxicity0.016641939
Moderate 0.37795907 Low Con 0.21 Policy_Critique
Dec 6, 2025 Inside Canada's Indian Metropolis (Brampton)
The NDP is the perfect Petri dishe Singh was called out years in advance for putting his pension ahead of his NDP brethren. "parasite on society" And was willing to lie cheat and steal. No …
The NDP is the perfect Petri dishe Singh was called out years in advance for putting his pension ahead of his NDP brethren. "parasite on society" And was willing to lie cheat and steal. No sense of Urgency Singh could have pulled Off the biggest win in for the NDP but Greed got in Singh way 100 % From Hero with Jack Layton to Zero !! "lost Liberal decade" Pierre Marcel Poilievre for PM asap
Identity Attack0.020882076
Insult0.4596616
Profanity0.07514556
Threat0.009023022
Severe Toxicity0.01083374
Moderate 0.37795907 Moderate Con 0.405 Call_To_Action
Feb 17, 2026 48 likes LILLEY UNLEASHED: The fall of …
These Indians working everywhere, can barely speak english or understand it...we are doomed....food safety is gone and customer service no longer existent
These Indians working everywhere, can barely speak english or understand it...we are doomed....food safety is gone and customer service no longer existent
Identity Attack0.44690517
Insult0.25007802
Profanity0.08840031
Threat0.015256803
Severe Toxicity0.023076924
Moderate 0.37795907 Moderate Con 0.354 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
They seem to be everywhere. Indians and Muslims must be the fastest breeding human beings ever. Covid spread less effectively 🤣🤣
They seem to be everywhere. Indians and Muslims must be the fastest breeding human beings ever. Covid spread less effectively 🤣🤣
Identity Attack0.45348886
Insult0.21602537
Profanity0.12374964
Threat0.031314444
Severe Toxicity0.023458159
Moderate 0.37795907 Low Con 0.164
Jan 27, 2026 Inside Canada's Indian Invasion...
How is Canada claiming diversity when the whole country is dominated by a particular ethnic group (Indians) who illegally came to this country, pay no taxes, and abused our healthcare and welfare systems!
How is Canada claiming diversity when the whole country is dominated by a particular ethnic group (Indians) who illegally came to this country, pay no taxes, and abused our healthcare and welfare systems!
Identity Attack0.46028158
Insult0.24928534
Profanity0.025087673
Threat0.0089712385
Severe Toxicity0.018578632
Moderate 0.37795907 Moderate Con 0.359
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Huge majority of those 'students' from India are exactly like Harjit Singh Nijjar. Fraudulently entered, pro-khalistan activists with murky backgrounds.
Huge majority of those 'students' from India are exactly like Harjit Singh Nijjar. Fraudulently entered, pro-khalistan activists with murky backgrounds.
Identity Attack0.37361985
Insult0.40243408
Profanity0.06596114
Threat0.012958534
Severe Toxicity0.01573815
Moderate 0.37795907 Low Con 0.274
Sep 30, 2025 IRCC Names India in Study …
this coming unrest is going to be unfavourable to certain people. Who ever is blind enough not to see the build up through the media .. is ignorant and choosing not to see the whats …
this coming unrest is going to be unfavourable to certain people. Who ever is blind enough not to see the build up through the media .. is ignorant and choosing not to see the whats happening. ​ And has no right to act surprised when things fall apart.
Identity Attack0.00984143
Insult0.4339631
Profanity0.057443913
Threat0.00967031
Severe Toxicity0.005264282
Moderate 0.37795907 Low Con 0.289
Nov 25, 2025 Quebec Ends Economic Immigration Program …
President Trump is the right man to deal with these illegal fraudulent students. They'll all be deported by now.
President Trump is the right man to deal with these illegal fraudulent students. They'll all be deported by now.
Identity Attack0.28034934
Insult0.37279442
Profanity0.039407436
Threat0.13228847
Severe Toxicity0.01393057
Moderate 0.37795907 Low Con 0.258 Fear_Threat
Oct 4, 2025 IRCC Names India in Study …
Immigration has not changed in law, what has happened is that since the government has allowed its workers to work from home during COVID, and stay at home years after the standards have gone to …
Immigration has not changed in law, what has happened is that since the government has allowed its workers to work from home during COVID, and stay at home years after the standards have gone to shit, they make mistakes and are slower then ever. They need to get back to the officer under proper supervision.
Identity Attack0.06385879
Insult0.2659317
Profanity0.40670946
Threat0.008311004
Severe Toxicity0.015479924
Moderate 0.37795907 Moderate Con 0.443 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Anyone who don’t like Indians can bump with me bout dat
Anyone who don’t like Indians can bump with me bout dat
Identity Attack0.4453683
Insult0.1669316
Profanity0.22693542
Threat0.2836219
Severe Toxicity0.023411209
Moderate 0.37795907 Low Con 0.3 Solidarity
Feb 6, 2026 Inside Canada's Indian Invasion...
I would rather live in Indian majority city than in Muslim majority city. At least Indians are A LOT better than integrating into the societies they are moving to. Have you heard of any Hindu …
I would rather live in Indian majority city than in Muslim majority city. At least Indians are A LOT better than integrating into the societies they are moving to. Have you heard of any Hindu terrorist attacks in Europe, USA or Canada?
Identity Attack0.4887047
Insult0.16861114
Profanity0.03915693
Threat0.025616571
Severe Toxicity0.018578632
Moderate 0.37795907 Constructive 0.54 Comparative_Framing
Oct 7, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Fun fact - there are more Chinese than Indians in 🇨🇦. But still they somehow hate us more😂
Fun fact - there are more Chinese than Indians in 🇨🇦. But still they somehow hate us more😂
Identity Attack0.46028158
Insult0.16890354
Profanity0.1352073
Threat0.0103175985
Severe Toxicity0.020127986
Moderate 0.37795907 Moderate Con 0.313
Sep 21, 2025 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.