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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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Active: "*This is about our home …" 869 comments · Page 24 of 35
Please pin this comment Tyler, please go back and do a whole series about the Trucking Scandal 1. Please search the tragic Humboldt crash. The driver failed to read a stop sign 2. You actually …
Please pin this comment Tyler, please go back and do a whole series about the Trucking Scandal 1. Please search the tragic Humboldt crash. The driver failed to read a stop sign 2. You actually ended up speaking with a possible "mule" who again is there "temporarily" 3. Please look up the free documentary CBC put out in regards to the E Indian community "handing out" commercial driving licenses 4. Please search all the recent arrests inbound and outbound Detroit and Port Huron borders. 98% east Indian and the names are always written in the articles. These are facts 5. The "mules" get a slap on the wrist for the contraband and end up getting deported 6. The company starts the process again and claims they know nothing 7. Their company owners all drive exotic vehicles and fancy homes Please look into this, it's been happening for years and years
Identity Attack0.024198212
Insult0.071750276
Profanity0.024199532
Threat0.0101363575
Severe Toxicity0.0039863586
Low Tox 0.15103401 Constructive 0.747 Call_To_Action
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
MORATORIUM for immigration is needed for at least 10 years 2026-2036, all those on expired visas need to leave or sent home by force. We cannot accept and integrate more immigrants, especially from CERTAIN countries.
MORATORIUM for immigration is needed for at least 10 years 2026-2036, all those on expired visas need to leave or sent home by force. We cannot accept and integrate more immigrants, especially from CERTAIN countries.
Identity Attack0.10221587
Insult0.030265106
Profanity0.011782649
Threat0.010447056
Severe Toxicity0.0043296814
Low Tox 0.14950264 Moderate Con 0.358
Jan 15, 2026 5 likes 2.9 million Canadian temporary visas …
Indians are generally good people some might have issues but hey no one ain't perfect. Now the issue is I prefer migrants to assimilate e.g. I am a japanese migrant in canada so I decided …
Indians are generally good people some might have issues but hey no one ain't perfect. Now the issue is I prefer migrants to assimilate e.g. I am a japanese migrant in canada so I decided to do things to be canadian speak English, Go skiing and live like everyone else Not building my own japan town or whatever. Also the second issue is Mass migration because these people once they come they start promoting it back home so more people come so it pretty much a point of no return. Also using the canada for a stop over for usa is very weird reason but don't do that that just sets a bad example to your people
Identity Attack0.12556632
Insult0.037980765
Profanity0.03840541
Threat0.0077025536
Severe Toxicity0.004673004
Low Tox 0.147767 Constructive 0.717
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
kinda need them to all go back home at some point
kinda need them to all go back home at some point
Identity Attack0.026007013
Insult0.0350029
Profanity0.024677763
Threat0.037530303
Severe Toxicity0.0049591064
Low Tox 0.1460314 Low Con 0.27 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
The old Dutch guy in the interview was right. When my father applied to bring us to Canada, we went through many tests and procedures, police checks from back home, and even from the FBI …
The old Dutch guy in the interview was right. When my father applied to bring us to Canada, we went through many tests and procedures, police checks from back home, and even from the FBI to prove we had never been to North America and the process lasted almost a year and a half. No money was given to our family, my dad was working our step mother was working; but now all these immigrants get in quick and free. I have a friend that works for a bank and he tells me people who can't even speak English or French show up and deposit government cheques for 30 or 40 thousand dollars. What about Canadians born and raised here, some need help, they don't get big cheques. There has to be a stop to all this influx of people coming from other countries who have it really easy once they're here, thanks to the government. I'm not anti-immigration, as I'm an immigrant myself, but this BS has to stop.
Identity Attack0.1007269
Insult0.06477321
Profanity0.027000591
Threat0.0082074385
Severe Toxicity0.0038146973
Low Tox 0.1460314 Constructive 0.823 Personal_Narrative
Sep 20, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
Send these guys home and get them to apply properly FFS.
Send these guys home and get them to apply properly FFS.
Identity Attack0.011025362
Insult0.04090862
Profanity0.03615085
Threat0.030623792
Severe Toxicity0.0047683716
Low Tox 0.14429577 Low Con 0.134 Policy_Critique
Dec 24, 2025 Deportations From Canada at Their …
Good for Canada nurturing the Pubjabi against the Pundabi and their great civil war back home! 🇨🇦🇨🇦
Good for Canada nurturing the Pubjabi against the Pundabi and their great civil war back home! 🇨🇦🇨🇦
Identity Attack0.10221587
Insult0.045007613
Profanity0.013507691
Threat0.018882722
Severe Toxicity0.0051879883
Low Tox 0.14429577 Moderate Con 0.483 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Hey Tyler. I live 4 hours north of Brampton. Our city has become brown town of the north. My daughter has been working since she was 15. Every summer she goes to manitoulin island and …
Hey Tyler. I live 4 hours north of Brampton. Our city has become brown town of the north. My daughter has been working since she was 15. Every summer she goes to manitoulin island and works then comes home. This year she can not find a job because all the Indians have taken the jobs. I love diversity, but this is getting out of hand. I grew up in Brampton and In 1989 my parents moved us north because they could see how Brampton was turning into what it is today. Great video
Identity Attack0.12556632
Insult0.033570543
Profanity0.02836696
Threat0.010084574
Severe Toxicity0.007019043
Low Tox 0.14429577 Constructive 0.802 Personal_Narrative
Feb 3, 2026 6 likes Inside Canada's Indian Invasion...
There’s also a lot of gun violence in Brampton and home invasions. That place is the biggest joke in Ontario. Sad to see this happen
There’s also a lot of gun violence in Brampton and home invasions. That place is the biggest joke in Ontario. Sad to see this happen
Identity Attack0.03636306
Insult0.03885912
Profanity0.01354185
Threat0.029587816
Severe Toxicity0.0041389465
Low Tox 0.14256015 Moderate Con 0.388 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
If they came as a student WHY ARE THEY STILL THERE? You got your degree now go home
If they came as a student WHY ARE THEY STILL THERE? You got your degree now go home
Identity Attack0.008028535
Insult0.03588435
Profanity0.022696527
Threat0.008466354
Severe Toxicity0.00415802
Low Tox 0.14256015 Low Con 0.291
Oct 28, 2025 Inside Canada's Indian Metropolis (Brampton)
Why are they mostly coming from one country? Go home. Canadian jobs for Canadians first.
Why are they mostly coming from one country? Go home. Canadian jobs for Canadians first.
Identity Attack0.10221587
Insult0.031036375
Profanity0.0127561875
Threat0.007741391
Severe Toxicity0.004005432
Low Tox 0.14256015 Low Con 0.198 Identity_Assertion
Sep 30, 2025 28 likes IRCC Names India in Study …
Why do people become more fanatic after they immigrate to Canada? I don’t think so they have that much right on their back home.
Why do people become more fanatic after they immigrate to Canada? I don’t think so they have that much right on their back home.
Identity Attack0.089145996
Insult0.047935467
Profanity0.015557245
Threat0.0066086366
Severe Toxicity0.0024318695
Low Tox 0.14256015 Moderate Con 0.352
Aug 26, 2025 Why Canadians Are Turning Against …
Good riddance they need to GO HOME...BYEEEEEEE
Good riddance they need to GO HOME...BYEEEEEEE
Identity Attack0.00899048
Insult0.036809623
Profanity0.017367685
Threat0.019055385
Severe Toxicity0.0044059753
Low Tox 0.14082454 Low Con 0.232
Nov 23, 2025 Quebec Ends Economic Immigration Program …
They are giving PR to Immigrants and another side layoff federal workers..... its like taking food from your own baby and bring other's children to your home and feed them
They are giving PR to Immigrants and another side layoff federal workers..... its like taking food from your own baby and bring other's children to your home and feed them
Identity Attack0.09576365
Insult0.034011267
Profanity0.012687869
Threat0.0077154995
Severe Toxicity0.002937317
Low Tox 0.14082454 Moderate Con 0.403 Policy_Critique
Jan 22, 2026 2.9 million Canadian temporary visas …
Why are they all being put thur because all the government workers are working from home and don’t want this refugee claimants at their homes to meet them. Just put them thur.
Why are they all being put thur because all the government workers are working from home and don’t want this refugee claimants at their homes to meet them. Just put them thur.
Identity Attack0.06613251
Insult0.03710241
Profanity0.015215653
Threat0.021645326
Severe Toxicity0.003967285
Low Tox 0.14082454 Moderate Con 0.32 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Can apply. Shush up lawyer not our problem. Go home n fix your government.
Can apply. Shush up lawyer not our problem. Go home n fix your government.
Identity Attack0.0068076057
Insult0.06424874
Profanity0.018734055
Threat0.010835429
Severe Toxicity0.003414154
Low Tox 0.13908891 Low Con 0.111 Identity_Assertion
Nov 24, 2025 Quebec Ends Economic Immigration Program …
We fought 2 world wars so they can stay at home
We fought 2 world wars so they can stay at home
Identity Attack0.04512853
Insult0.026702631
Profanity0.024131214
Threat0.013321015
Severe Toxicity0.0048828125
Low Tox 0.13388206 Low Con 0.299 Identity_Assertion
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
send all home no question asked
send all home no question asked
Identity Attack0.024198212
Insult0.027730936
Profanity0.019485557
Threat0.04233929
Severe Toxicity0.005607605
Low Tox 0.13388206 Low Con 0.286
Nov 16, 2025 1 likes Why Canadians Are Turning Against …
All I needed in the Eighties was a valid driver’s licence, which coincidentally states the home address. What the hell?
All I needed in the Eighties was a valid driver’s licence, which coincidentally states the home address. What the hell?
Identity Attack0.0009311026
Insult0.012653382
Profanity0.038504347
Threat0.0016147201
Severe Toxicity0.000014009642
Low Tox 0.13291478
Dec 8, 2025 4 likes
I know everyone says "why dont you move back to India, instead of making this place like India?" Truth is, people want to replicate their home countries and cultures, MINUS the things that made them …
I know everyone says "why dont you move back to India, instead of making this place like India?" Truth is, people want to replicate their home countries and cultures, MINUS the things that made them leave. Political corruption, poor living conditions and struggling economy. Its like a revised version. Considering they dont make huge political changes, I dont see a problem with that tbh
Identity Attack0.10221587
Insult0.03489272
Profanity0.04065997
Threat0.008712323
Severe Toxicity0.0044822693
Low Tox 0.13041082 Constructive 0.665 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
That first clip really hit home. Walking on eggshells for sure and for no reason
That first clip really hit home. Walking on eggshells for sure and for no reason
Identity Attack0.0054756827
Insult0.029604018
Profanity0.08355101
Threat0.010757755
Severe Toxicity0.0048446655
Low Tox 0.13041082 Moderate Con 0.466
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
Literally, they should all just be denied and sent home. Cases closed.
Literally, they should all just be denied and sent home. Cases closed.
Identity Attack0.015757138
Insult0.026960457
Profanity0.016411226
Threat0.049774777
Severe Toxicity0.0040245056
Low Tox 0.12867521 Low Con 0.153 Call_To_Action
Jan 20, 2026 2 likes Why Canada’s immigration system has …
Because we were raised in so much peace and we were protected so much from fighting by the ones who fought the most to get here. Through their protection and confidence that their sacrifice was …
Because we were raised in so much peace and we were protected so much from fighting by the ones who fought the most to get here. Through their protection and confidence that their sacrifice was enough....we were never taught how to fight for our rights. We were fed the lie that their sacrifice was enough. It's sad to see after 100 years all of that blood shed was still not enough. Lest we forget. We have always been treated as a company, but with respect of our growing culture. Now we are treated as a commodity, and being stripped of the culture here and replaced by people from around the world fleeing their own, but wanting to bring it here to our home. By the reverse promise that by leaving their home is going to make it better AND it hasn't and that's clear.
Identity Attack0.01191331
Insult0.06477321
Profanity0.033144772
Threat0.009566744
Severe Toxicity0.0031852722
Low Tox 0.1269396 Constructive 0.756 Identity_Assertion
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
I’m sick of it. Lived in Sauga most of my life, currently live in Calgary but when I go home I stay as FAR AWAY from Brampton as possible. It turns my stomach to see.
I’m sick of it. Lived in Sauga most of my life, currently live in Calgary but when I go home I stay as FAR AWAY from Brampton as possible. It turns my stomach to see.
Identity Attack0.023193322
Insult0.05086332
Profanity0.023652986
Threat0.007883795
Severe Toxicity0.002937317
Low Tox 0.12520397 Constructive 0.537 Identity_Assertion
Feb 26, 2026 Inside Canada's Indian Metropolis (Brampton)
Send them all back even the ones who came prior that have been setting up shop here, no one can afford to live or get a home enough is enough secure the border already
Send them all back even the ones who came prior that have been setting up shop here, no one can afford to live or get a home enough is enough secure the border already
Identity Attack0.055673428
Insult0.027476108
Profanity0.013371054
Threat0.020782012
Severe Toxicity0.004425049
Low Tox 0.12520397 Moderate Con 0.364
Jan 9, 2026 Migrants cross into Canada near …

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.