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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 607 of 1230
The problem is that Canada didn't just take immigrants from India, they took in criminals in the name of "asylum". In certain parts of India, there used to be small-scale separatist movements, back in 1970s …
The problem is that Canada didn't just take immigrants from India, they took in criminals in the name of "asylum". In certain parts of India, there used to be small-scale separatist movements, back in 1970s and 1980s. Senior Trudeau saw this as an opportunity to vent his frustration for India's not signing of NPT . So the guy kept giving "asylum" to the violent separatists, to "teach India a lesson" (Yeahh... sure) Gradually, it became so that once you have gained enough rep in organised crime, drug trade, so that it's difficult for you to stay under the radar in India, running from law enforcement, you would run to Canada, UK or Australia, and ask for asylum, with whatever reason. And those countries, in their stupid sense of righteousness, would accept it without any background checks. Now, yes, it's a trouble for us (good job), because most of the gang leaders are hiding away in these countries, running their operations remotely. Indian officials are only able to nab the low-level gang members. But it also means that these countries now ALSO have the worst criminals in their cities. And once they settle down, they will do what they know best .... crimes. And gradually they become a problem for their host countries, as well as other Indians in these countries. (Whenever Khalistanis do any parade, they force other Indian families to put up their yellow flags on their homes, to make it look like they have massive support) It's not good for anyone, but these countries have put themselves in a position from which they have no idea how to extricate themselves. Sure, you may blame Indians. But we were literally asking you to send those criminals back, and you refused to do so. Now they are your problem. If they create problems for us, then maybe, they will drop de** in some parking lot. But apart from that, most of their activities are going to be Canada's problem to deal with. They are already turning the streets of Canada into a drug paradise, hurting the young people of both local and Indian origins. Such a waste of life and potential.
Identity Attack0.17303948
Insult0.12159709
Profanity0.023789622
Threat0.01101667
Severe Toxicity0.005493164
Low Tox 0.21107252 Constructive 0.659
Sep 19, 2025 8 likes Inside Canada's Indian Metropolis (Brampton)
Deportation is a must..
Deportation is a must..
Identity Attack0.10815793
Insult0.030485468
Profanity0.022354934
Threat0.048158366
Severe Toxicity0.0090789795
Low Tox 0.20973456 Low Con 0.272
Oct 2, 2025 IRCC Names India in Study …
And why do the Indians not have to pay income tax for the first 5 years effing government and a Indian is the one who told me this
And why do the Indians not have to pay income tax for the first 5 years effing government and a Indian is the one who told me this
Identity Attack0.2463217
Insult0.06687108
Profanity0.030389199
Threat0.0086087575
Severe Toxicity0.0062179565
Low Tox 0.20973456 Moderate Con 0.323
Aug 27, 2025 Why Canadians Are Turning Against …
THEY NEED TO LEAVE ! WE WILL MAKE SURE THEY LEAVE!!!
THEY NEED TO LEAVE ! WE WILL MAKE SURE THEY LEAVE!!!
Identity Attack0.011987305
Insult0.04852104
Profanity0.021398475
Threat0.09929679
Severe Toxicity0.008811951
Low Tox 0.20973456 Low Con 0.186 Call_To_Action
Feb 17, 2026 1 likes Inside Canada's Indian Invasion...
Inport the 3rd world.. you get it.
Inport the 3rd world.. you get it.
Identity Attack0.16993292
Insult0.037395194
Profanity0.023789622
Threat0.011120236
Severe Toxicity0.008888245
Low Tox 0.20973456 Low Con 0.155
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
get em out
get em out
Identity Attack0.009434453
Insult0.056133457
Profanity0.060951006
Threat0.091630474
Severe Toxicity0.0062179565
Low Tox 0.20973456 Moderate Con 0.39
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
You kicked out a most hated PM due to his policies (including khalistani support), what changed now? It was supposed to be for better, you voted for?
You kicked out a most hated PM due to his policies (including khalistani support), what changed now? It was supposed to be for better, you voted for?
Identity Attack0.052490227
Insult0.08533409
Profanity0.020510335
Threat0.020264024
Severe Toxicity0.0047683716
Low Tox 0.20973456 Moderate Con 0.363
Aug 26, 2025 Why Canadians Are Turning Against …
Why blame India for this issue? An entire ecosystem lures students with false promises of a better life in Canada, charging them exorbitant fees, often around $60,000. Upon arrival, these students find themselves stranded, unable …
Why blame India for this issue? An entire ecosystem lures students with false promises of a better life in Canada, charging them exorbitant fees, often around $60,000. Upon arrival, these students find themselves stranded, unable to afford returning home, and forced into low-wage labor. This system begins with the overstaffed Canadian embassy in India, which issues visas, enabling those who profit from this cheap labor in canada. India itself is not responsible. In fact, when Indian authorities raised concerns about criminals exploiting this system to flee to Canada, Prime Minister Justin Trudeau deflected by accusing India in the Nijjar case. White Canadians also share responsibility, as they have not taken the time to understand this issue. Indians who migrated to Canada before 2021 are likely to suffer due to this situation.
Identity Attack0.20878418
Insult0.0836065
Profanity0.029888187
Threat0.010032792
Severe Toxicity0.00459671
Low Tox 0.20973456 Constructive 0.624 Policy_Critique
Sep 29, 2025 IRCC Names India in Study …
Did you AI that cart on the highway 😭 lowkey losing credibility
Did you AI that cart on the highway 😭 lowkey losing credibility
Identity Attack0.0039587705
Insult0.10148193
Profanity0.041160982
Threat0.008168601
Severe Toxicity0.004119873
Low Tox 0.20973456 Low Con 0.272 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
I live in Canada, that's so true... It ruined Canada
I live in Canada, that's so true... It ruined Canada
Identity Attack0.11860296
Insult0.06459839
Profanity0.02126184
Threat0.014738814
Severe Toxicity0.0046920776
Low Tox 0.20973456 Constructive 0.541 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Indian invasion?
Indian invasion?
Identity Attack0.24462871
Insult0.04207976
Profanity0.04892669
Threat0.0130621
Severe Toxicity0.009384155
Low Tox 0.20973456 Low Con 0.299 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Enjoy multiculturalism, Canadians. If you don't like it, stop voting for Lefties.
Enjoy multiculturalism, Canadians. If you don't like it, stop voting for Lefties.
Identity Attack0.18903255
Insult0.06774519
Profanity0.016411226
Threat0.007081157
Severe Toxicity0.004272461
Low Tox 0.20973456 Low Con 0.193 Call_To_Action
Aug 31, 2025 1 likes Why Canadians Are Turning Against …
I don’t sit in the lunchroom because no one speaks English and they look at me when speaking and it makes me mad
I don’t sit in the lunchroom because no one speaks English and they look at me when speaking and it makes me mad
Identity Attack0.033784978
Insult0.046764325
Profanity0.10982819
Threat0.012130005
Severe Toxicity0.005683899
Low Tox 0.20973456 Moderate Con 0.441
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
At this rate wouldn't canada have more Indians than India, that me as a Indian saying.
At this rate wouldn't canada have more Indians than India, that me as a Indian saying.
Identity Attack0.28034934
Insult0.05203446
Profanity0.021740068
Threat0.0077154995
Severe Toxicity0.005607605
Low Tox 0.20973456 Moderate Con 0.427 Fear_Threat
Feb 21, 2026 Inside Canada's Indian Invasion...
We are DYING. The United States and Canada.
We are DYING. The United States and Canada.
Identity Attack0.09162762
Insult0.0573046
Profanity0.022969801
Threat0.05559385
Severe Toxicity0.0077056885
Low Tox 0.20973456 Low Con 0.266 Fear_Threat
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
Come to Australia next and report on our Indian problem 😂
Come to Australia next and report on our Indian problem 😂
Identity Attack0.19495805
Insult0.047935467
Profanity0.049678206
Threat0.021990653
Severe Toxicity0.009155273
Low Tox 0.20973456 Low Con 0.291 Humor_Satire
Feb 10, 2026 1 likes Inside Canada's Indian Invasion...
They are colonisers.
They are colonisers.
Identity Attack0.06431354
Insult0.13245803
Profanity0.052934792
Threat0.007883795
Severe Toxicity0.005340576
Low Tox 0.20973456 Low Con 0.219
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)
14:14 if they want to make babies and babies and babies as babies until their population explodes they can do that in their own country and face the consequences while we have the right to …
14:14 if they want to make babies and babies and babies as babies until their population explodes they can do that in their own country and face the consequences while we have the right to safeguard ours.
Identity Attack0.12735364
Insult0.035333443
Profanity0.027410502
Threat0.05559385
Severe Toxicity0.0090789795
Low Tox 0.20973456 Moderate Con 0.315 Identity_Assertion
Sep 7, 2025 Why Canadians Are Turning Against …
Big difference with indians, you are laughing together during interviews instead of preparing to run like in most of your other episodes.
Big difference with indians, you are laughing together during interviews instead of preparing to run like in most of your other episodes.
Identity Attack0.20680901
Insult0.07555214
Profanity0.040409464
Threat0.00823333
Severe Toxicity0.0061035156
Low Tox 0.20973456 Low Con 0.213 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
First opting as per DNA report aboriginal people they came from India 7300 years ago and they came much earlier than European. We are the first one who came here and second babe start coming …
First opting as per DNA report aboriginal people they came from India 7300 years ago and they came much earlier than European. We are the first one who came here and second babe start coming to canada 1870. We fight to world war even protect this country as well and protecting you from Nazi more than 350,000 sikh soldier died in fast and second world. but we never complained why the people coming from Ukraine and other European country and some racist they are only less than 0.001% and they’re talking about the Indians are coming to Canada why dehydration start coming to Canada for less electric and less than 300 400 a year but we come to Canada 7300 years ago this is proven DNA and we are willing to sacrifice our life to protect nation. This is our country as well. If you don’t know the history first learn it.
Identity Attack0.13591312
Insult0.110259406
Profanity0.025497584
Threat0.011223801
Severe Toxicity0.0066375732
Low Tox 0.20973456 Constructive 0.616 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Embarrassing 😳 as always …. Eleven years
Embarrassing 😳 as always …. Eleven years
Identity Attack0.0035332954
Insult0.09563028
Profanity0.032643758
Threat0.008129764
Severe Toxicity0.0043296814
Low Tox 0.20839658 Moderate Con 0.307 Meta_Commentary
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
"Fortune favors the bold" you sir are extremely bold
"Fortune favors the bold" you sir are extremely bold
Identity Attack0.022791367
Insult0.12883772
Profanity0.043916557
Threat0.0076119336
Severe Toxicity0.004310608
Low Tox 0.20839658 Low Con 0.26 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
Funny how some people get upset about immigrants coming to Canada… forgetting that Europeans were the first “immigrants” here, who stole the land from Indigenous people. Now they’re getting a tiny taste of what Indigenous …
Funny how some people get upset about immigrants coming to Canada… forgetting that Europeans were the first “immigrants” here, who stole the land from Indigenous people. Now they’re getting a tiny taste of what Indigenous folks felt when settlers showed up and changed everything.
Identity Attack0.22458547
Insult0.081508696
Profanity0.013268576
Threat0.007068211
Severe Toxicity0.0041389465
Low Tox 0.20839658 Constructive 0.534 Moral_Argument
Sep 18, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
“Canada has deep Christian roots, so it is painful to see Christian churches being converted into Hindu temples. We must pray and work to bring them back to the Lord Jesus.”
“Canada has deep Christian roots, so it is painful to see Christian churches being converted into Hindu temples. We must pray and work to bring them back to the Lord Jesus.”
Identity Attack0.2816105
Insult0.046178754
Profanity0.012892825
Threat0.0071717775
Severe Toxicity0.004863739
Low Tox 0.20839658 Constructive 0.545 Identity_Assertion
Sep 30, 2025 Inside Canada's Indian Metropolis (Brampton)
They are Free loaders why they break in! 🤨🤨
They are Free loaders why they break in! 🤨🤨
Identity Attack0.016762028
Insult0.1087965
Profanity0.079025
Threat0.009955117
Severe Toxicity0.0061798096
Low Tox 0.20839658 Low Con 0.172
Dec 21, 2018 How much do refugees and …

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.