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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 #}

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Active: "Thank you for doing this …" 962 comments · Page 6 of 39
racists goin crazy over here. Brampton is better now than it ever was thanks to hardworking immigrants.
racists goin crazy over here. Brampton is better now than it ever was thanks to hardworking immigrants.
Identity Attack0.3895355
Insult0.46476576
Profanity0.11477985
Threat0.00967031
Severe Toxicity0.01735206
Moderate 0.45396814 Moderate Con 0.414
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
And all thanks to Trudeau! 👏👏👏 Btw any apologies for the illegal use of the emergency measure act? Anything? 🤷‍♂️ Anything from the dirtbag liberal MPs who are still in cabinet? 🖕
And all thanks to Trudeau! 👏👏👏 Btw any apologies for the illegal use of the emergency measure act? Anything? 🤷‍♂️ Anything from the dirtbag liberal MPs who are still in cabinet? 🖕
Identity Attack0.04435511
Insult0.48675314
Profanity0.22562476
Threat0.00713294
Severe Toxicity0.016577384
Moderate 0.44393396 Low Con 0.256 Policy_Critique
Feb 19, 2026 Canadian immigration officers investigating hundreds …
Fraudulent immigration consultants, schools, fake sponsorship...fake Tim Horton, Subway hires! Fake and fraud thanks to one group from one country!
Fraudulent immigration consultants, schools, fake sponsorship...fake Tim Horton, Subway hires! Fake and fraud thanks to one group from one country!
Identity Attack0.3857254
Insult0.4339631
Profanity0.032142747
Threat0.009230154
Severe Toxicity0.021935565
Moderate 0.44002727 Low Con 0.225
Sep 24, 2025 How Canada broke its immigration …
The breaking point was 10 years ago. Thank the liberal government and their supporters. They have completely fu(ked Canada. Elbows up!
The breaking point was 10 years ago. Thank the liberal government and their supporters. They have completely fu(ked Canada. Elbows up!
Identity Attack0.10221587
Insult0.40243408
Profanity0.44431314
Threat0.010084574
Severe Toxicity0.023076924
Moderate 0.44002727 Moderate Con 0.309
Jan 20, 2026 Why Canada’s immigration system has …
Fellow Canadians, Thank a liberal voter! They tell you this isn't happening and you're racist.
Fellow Canadians, Thank a liberal voter! They tell you this isn't happening and you're racist.
Identity Attack0.36702603
Insult0.45758462
Profanity0.035148825
Threat0.007637825
Severe Toxicity0.012574885
Moderate 0.4398409 Moderate Con 0.413 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Thank god for the hardworking asians. Europeans just stole the continent. It's over
Thank god for the hardworking asians. Europeans just stole the continent. It's over
Identity Attack0.5135796
Insult0.28997475
Profanity0.12727508
Threat0.025271246
Severe Toxicity0.023076924
Moderate 0.4394682 Moderate Con 0.302 Identity Attack Solidarity
Feb 16, 2026 Inside Canada's Indian Invasion...
No one really talks to me at work because I'm usually the only English speaking Canadian. Thankfully I found atleast this part time job that treat me great. But 28-31 hrs a week really doesn't …
No one really talks to me at work because I'm usually the only English speaking Canadian. Thankfully I found atleast this part time job that treat me great. But 28-31 hrs a week really doesn't do shit with a kid let alone if I was just myself
Identity Attack0.06431354
Insult0.18728738
Profanity0.5381406
Threat0.008039144
Severe Toxicity0.022710243
Moderate 0.4394682 Constructive 0.707 Personal_Narrative
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Years ago; here in Albany NY,car were told how cool it would be to get so many new cultures here after the Nano college opens. Lol. Now, we are inundated with rude and entitled illegals …
Years ago; here in Albany NY,car were told how cool it would be to get so many new cultures here after the Nano college opens. Lol. Now, we are inundated with rude and entitled illegals from all over the world. They're not leaving. They don't care what Trump says. This is a very liberal area, they feel safe here while they take all of the jobs and live off from the system. Thank you woksters. You ruined the last few years of my life. The kids? The kids are screwed and our system has them programmed and brainwashed.
Identity Attack0.29188538
Insult0.47384647
Profanity0.28708664
Threat0.012233571
Severe Toxicity0.023076924
Moderate 0.4394682 Constructive 0.508 Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
THERE NOBODY IN CANADA THEY TRAVEL GOT KILLED THANK CANADIAN GOVERMENT TALKING ABOUT SEEK REFUGIE NONSENSE
THERE NOBODY IN CANADA THEY TRAVEL GOT KILLED THANK CANADIAN GOVERMENT TALKING ABOUT SEEK REFUGIE NONSENSE
Identity Attack0.2803029
Insult0.41767508
Profanity0.075792134
Threat0.12689553
Severe Toxicity0.023076924
Moderate 0.4394682 Low Con 0.182 Unverified_Claim
Feb 26, 2026 'We do know that there's …
Thank you for shining a light on this! From occupying nearly every cashier job in my area to shitting in the sand at Wasaga Beach, they are everywhere and do not assimilate. It's quite frustrating, …
Thank you for shining a light on this! From occupying nearly every cashier job in my area to shitting in the sand at Wasaga Beach, they are everywhere and do not assimilate. It's quite frustrating, their culture doesn't mix well with ours either.
Identity Attack0.23770751
Insult0.33964422
Profanity0.43781817
Threat0.009100696
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.71 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
My parents were refugees, came to Toronto in the 80s.... they didnt take advantage of the system even when they were eligible for benefits, worked their asses off in factories and never tried to alter …
My parents were refugees, came to Toronto in the 80s.... they didnt take advantage of the system even when they were eligible for benefits, worked their asses off in factories and never tried to alter Canada in any way, in return i sacrificed 8 years in my 20s to serve in the canadian forces as a thank you, and let me tell you the racism in the military was disgusting, it was happening before and itll get worse....
Identity Attack0.15517195
Insult0.43296707
Profanity0.31402156
Threat0.011482717
Severe Toxicity0.022839356
Moderate 0.4269174 Constructive 0.664
Aug 26, 2025 Why Canadians Are Turning Against …
No, there is a reasonable and very widespread expectation that the amount of immigration be limited to the number of people who can be accommodated without overwhelming every single capacity the country has. The previous …
No, there is a reasonable and very widespread expectation that the amount of immigration be limited to the number of people who can be accommodated without overwhelming every single capacity the country has. The previous liberal government's policies on this issue had been completely "pie in the sky", thanks entirely to Justin Trudeau. The man was completely incompetent.
Identity Attack0.02238941
Insult0.50440645
Profanity0.030389199
Threat0.0068999166
Severe Toxicity0.005760193
Moderate 0.4269174 Constructive 0.527 Insult Policy_Critique
Feb 12, 2026 Canada's tighter immigration policy divides …
They work hard and beat everyone. Everyone across the world.k own they are top Doctors in the US and in Canada, top lT engineers. They sell amongst themselves WFT? They come here to study and …
They work hard and beat everyone. Everyone across the world.k own they are top Doctors in the US and in Canada, top lT engineers. They sell amongst themselves WFT? They come here to study and invest millions.and millions into the economy they do shop at some Indian stores, but MOSTLY at Canadian groceries, furniture and electronics, Just like the Holland loser or the Portugese guy shops at Portugese to get their country stuff their - AND THEY PAY TAXES THANK YOU! HIGHER TAXES BECAUSE THEY ARE MORE DUCATED AND EARN BETTER THAN THESE RACIST BUMS. CHECK YOUR UNEMPLOYED WHITE GUY he is the one that doesn't pay taxes or contribute and collects welfare or begs for money! THATS THE FACTS, not the hatred portrayed here that should be reported.
Identity Attack0.2331515
Insult0.42167732
Profanity0.3597395
Threat0.028379176
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.535
Oct 10, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Thanks for calling out the preets and jeets! They’re a nuisance to Canadian society
Thanks for calling out the preets and jeets! They’re a nuisance to Canadian society
Identity Attack0.3817989
Insult0.43450394
Profanity0.09001675
Threat0.019055385
Severe Toxicity0.022064678
Moderate 0.4269174 Moderate Con 0.354 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I discussed this with chat gpt and his predictions for the coming years are a nightmare to say the least. I was not racist but I am now. Thanks to the liberals, the woke roaches …
I discussed this with chat gpt and his predictions for the coming years are a nightmare to say the least. I was not racist but I am now. Thanks to the liberals, the woke roaches and the elbows up boomers.
Identity Attack0.28034934
Insult0.4718924
Profanity0.11663672
Threat0.0113014765
Severe Toxicity0.017739398
Moderate 0.4269174 Moderate Con 0.443
Aug 25, 2025 Why Canadians Are Turning Against …
I can't stand indian food, thank god I'm not canadian 🤮
I can't stand indian food, thank god I'm not canadian 🤮
Identity Attack0.5135796
Insult0.18852992
Profanity0.15283443
Threat0.0082074385
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.44 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Brampton is just dirty now.. Thank God I left there
Brampton is just dirty now.. Thank God I left there
Identity Attack0.035847444
Insult0.46327567
Profanity0.12639372
Threat0.007961469
Severe Toxicity0.011978149
Moderate 0.4269174 Moderate Con 0.427
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Welcome to GLOBALIST nightmare Canada. Our Cartel run governments along with our CORRUPT RCMP, compromised law enforcement.... rule with an iron fist. We have a two tiered judicial system also. COMMUNIST CARNEY and his band …
Welcome to GLOBALIST nightmare Canada. Our Cartel run governments along with our CORRUPT RCMP, compromised law enforcement.... rule with an iron fist. We have a two tiered judicial system also. COMMUNIST CARNEY and his band of incompetent immigrant cabinet ministers are anti-Canadian, anti-Christian. After 60 years in this country, I no longer recognize Canada, it is a morally and financially bankrupt country. Thank the Liberal voters.
Identity Attack0.36873037
Insult0.4378843
Profanity0.026317406
Threat0.009566744
Severe Toxicity0.015415368
Moderate 0.42568782 Moderate Con 0.312
Sep 29, 2025 IRCC Names India in Study …
Thanks to the crooked liberals. In Jesus name we are saved and loving others is crucial to the Lord! 🙏🙏🙏
Thanks to the crooked liberals. In Jesus name we are saved and loving others is crucial to the Lord! 🙏🙏🙏
Identity Attack0.18546575
Insult0.4747285
Profanity0.10549548
Threat0.0076637166
Severe Toxicity0.012207031
Moderate 0.42349213 Moderate Con 0.46 Moral_Argument
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
I thank Satan that i am Satanic. People of other religions tend to leave me alone:)
I thank Satan that i am Satanic. People of other religions tend to leave me alone:)
Identity Attack0.38230872
Insult0.18107465
Profanity0.2761231
Threat0.014220826
Severe Toxicity0.023076924
Moderate 0.42349213 Moderate Con 0.443 Personal_Narrative
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
to the panel who are getting paid big bucks for doing NOTHING, do your job and find them, and deport them. You are destroying our country and are incompetent. I applaud Michelle Rempel Garner, thank …
to the panel who are getting paid big bucks for doing NOTHING, do your job and find them, and deport them. You are destroying our country and are incompetent. I applaud Michelle Rempel Garner, thank you for your hard work in trying to save Canada. Keep up the great work
Identity Attack0.06249457
Insult0.4747285
Profanity0.024677763
Threat0.039256934
Severe Toxicity0.014317908
Moderate 0.42129645 Constructive 0.525
Oct 13, 2025 IRCC Names India in Study …
THIS IS WHAT THE JEWS DID TO US.... BOTTOM LINE.... THANK THE JEWS LADY..
THIS IS WHAT THE JEWS DID TO US.... BOTTOM LINE.... THANK THE JEWS LADY..
Identity Attack0.48915586
Insult0.16751462
Profanity0.16031636
Threat0.012906751
Severe Toxicity0.023411209
Moderate 0.41910073 Low Con 0.206
Aug 25, 2025 Why Canadians Are Turning Against …
For all the Indians reading comments here We are hated because of these: - Abandoning shopping carts in walmart/supermarket parking lot, or dragging the carts to the place where you live and throwing it by …
For all the Indians reading comments here We are hated because of these: - Abandoning shopping carts in walmart/supermarket parking lot, or dragging the carts to the place where you live and throwing it by the roadside - Zooming past two way/four way stop signal - Unnecessarily accelerating and revving cars while driving through a residential area. Trust me ITS NOT "COOL" - Playing Punjabi gangster rap music at full volume, or talking loudly on phone when using public transport - Talking loudly with friends in places where we are expected to talk softly: Hospitals, museums, art gallery government/visa office, Medical centers/clinic - Stretching yours legs over the opposite empty seat while travelling in bus or train. Crowding the Handicap ramp to access GO train because it makes it easier to board the train (WTF!). - Suddenly switching lanes and turning into streets without using the indicator. - Opening the car door in full swing and leaving a dent/scratch on the next car at parking lots. Not so much as a courtesy to leave a sorry note. - Stealthily walking the dog at night and not picking up after dog - Throwing the car's garbage towards the direction of the dustbin when driving past a bus stop in residential area. - No basic etiquette and manners of wishing, thanking or apologizing. Did you know you are supposed to greet/wish the bus driver when you board a bus? - Refusing to speak in English while in Indian populated city. - Brampton, even worse - trying to fake an accent when you suck at grammar - Partying loudly through the night with no regards to neighbors - Culture dumping - deliberately bursting crackers when the city has banned it, making agni kund in backyard without taking safety precautions, its a fire hazard for houses built of wood, loudly playing mantras/bhajans early morning when you are living in a Condo/apartment - Not caring to shovel snow off footpath - Not showering after you've cooked at home and smelling like curry in the office. Guys Please be better!
Identity Attack0.44690517
Insult0.33154017
Profanity0.25458565
Threat0.09316374
Severe Toxicity0.02449106
Moderate 0.41690505 Constructive 0.614 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Thank you for documenting this bro… seeing Brampton turn to the hellhole “Bramladesh” (nickname we call it) has been incredibly sad, I use to go to Bramladesh to watch Brampton Battalion (OHL Hockey) games and …
Thank you for documenting this bro… seeing Brampton turn to the hellhole “Bramladesh” (nickname we call it) has been incredibly sad, I use to go to Bramladesh to watch Brampton Battalion (OHL Hockey) games and the city was a great blue collar town to spend time in… ever since the Indian invasion I almost never go, seeing people defaecate and urinate frequently in public, the abhorrent driving, the dirtiness, & the incredible rudeness of the Indian population has made me not visit in yrs now. It’s getting worse in other areas like Niagara as well, where the same problem is occurring. What kills me is that if anyone who’s white speaks up about this the pathetic liberals instantly call you a “bigot” or a “Racist” for simply stating facts and expressing how MANY of us are feeling. A vast majority of Canadians had NO problem with the initial influx of Indians moving here in the early 2000’s they came over we’re very respectful, assimilated, became Canadians, & respected Canada and Canadians… this last 15 yrs has been the exact opposite.
Identity Attack0.4453683
Insult0.40243408
Profanity0.26735115
Threat0.030623792
Severe Toxicity0.023927659
Moderate 0.41168427 Constructive 0.738 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Once again Tyler thanks for inciting racism, we really needed it right now
Once again Tyler thanks for inciting racism, we really needed it right now
Identity Attack0.3758158
Insult0.22770336
Profanity0.08840031
Threat0.09316374
Severe Toxicity0.023076924
Moderate 0.41168427 Moderate Con 0.303 Moral_Argument
Jan 28, 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.