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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: "its not JUST Canada its …" 6,088 comments · Page 165 of 244
The sad reality is that if our government wasn't taxing our young Canadians to death from the moment they get started at attempting to build a future for themselves, the young Canadians would actually be …
The sad reality is that if our government wasn't taxing our young Canadians to death from the moment they get started at attempting to build a future for themselves, the young Canadians would actually be putting thought into having children and starting families. But the reality is they can't afford it and everyone knows that our young Canadians don't make the list of government handouts. As a child immigrant to Canada, I am absolutely disgusted with what we've turned into and how easy it is for today's immigrants to come here, it's like spitting in the faces of immigrants like my parents and many others who had to work their asses off to be here and make a life for themselves and their kids. Every older generation immigrant I have spoken with says they feel like all of their sacrifice was for nothing. When we immigrated here, we kept our traditions, but we also embraced Canadian traditions and I passed our traditions onto my child, but she was raised Canadian and she embraces both. Our whole family has been proudly Canadian since the day we came here and it breaks our hearts to see what our Canada has become. Love that you put this out on YouTube so more people can wake up to the realities of the state of Canada. Great work!! 🙌
Identity Attack0.042550452
Insult0.05086332
Profanity0.025770858
Threat0.01119791
Severe Toxicity0.0037765503
Low Tox 0.11419344 Constructive 0.837 Personal_Narrative
Aug 25, 2025 18 likes Why Canadians Are Turning Against …
This video incites hatred against many minority racial groups within Canada. The views of the persons interviewed are stereotypical and spreads misinformation as this video has been viewed an excess amount of times. Canada is …
This video incites hatred against many minority racial groups within Canada. The views of the persons interviewed are stereotypical and spreads misinformation as this video has been viewed an excess amount of times. Canada is a free and multicultural society that welcomes ALL people!
Identity Attack0.08087392
Insult0.0314771
Profanity0.013780965
Threat0.007262398
Severe Toxicity0.0029182434
Low Tox 0.11419344 Constructive 0.642 Moral_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
This is only easy Canada increase its GDP, just by importing it and fool the world calling it domestic. The country runs mainly on real estate flipping by money launders and not developed for self …
This is only easy Canada increase its GDP, just by importing it and fool the world calling it domestic. The country runs mainly on real estate flipping by money launders and not developed for self sustainable organic growth of population,
Identity Attack0.02048012
Insult0.06424874
Profanity0.017914234
Threat0.0067898775
Severe Toxicity0.0021839142
Low Tox 0.11419344 Low Con 0.232
Jan 14, 2026 Inside Canada's Indian Metropolis (Brampton)
We all know that we will NOT see those 2.9 Million leaving Canada.... Just like the 'student visas' and all the other visas these people get - its just to get IN - once in …
We all know that we will NOT see those 2.9 Million leaving Canada.... Just like the 'student visas' and all the other visas these people get - its just to get IN - once in then they NEVER plan to leave. Watch your crime levels go the Moon folks!
Identity Attack0.02238941
Insult0.061451588
Profanity0.013371054
Threat0.007547205
Severe Toxicity0.0023651123
Low Tox 0.11419344 Moderate Con 0.336
Jan 16, 2026 2.9 million Canadian temporary visas …
When the sink is full do you A) keep the tap on, or B) turn the tap off? Canada is the sink in case you can't make it out...
When the sink is full do you A) keep the tap on, or B) turn the tap off? Canada is the sink in case you can't make it out...
Identity Attack0.04048799
Insult0.061276767
Profanity0.018255826
Threat0.0074306927
Severe Toxicity0.0030708313
Low Tox 0.1140901 Moderate Con 0.394 Fear_Threat
Jan 22, 2026 Why Canada’s immigration system has …
I dont see Europeans coming to Canada paying taxes to Native people or assimilating to native culture
I dont see Europeans coming to Canada paying taxes to Native people or assimilating to native culture
Identity Attack0.105836816
Insult0.025155678
Profanity0.014703264
Threat0.0065827454
Severe Toxicity0.002670288
Low Tox 0.1140901 Low Con 0.208 Comparative_Framing
Jan 22, 2026 4 likes Inside Canada's Indian Metropolis (Brampton)
People are hating unfairly on immigrants when it is the government is at fault for not managing immigration better. Let's not forget that Canada was built on immigration and collectively most immigrants do contribute to …
People are hating unfairly on immigrants when it is the government is at fault for not managing immigration better. Let's not forget that Canada was built on immigration and collectively most immigrants do contribute to the good of Canadian society. I am an immigrant, I have never felt that any one group is forcing anything on me. I live my life, pay taxes, do my civic duties , mind my business , don't bother anyone and try to get along with everyone regardless . Yet I have been verbally attacked several times because I am non white. So I often wonder who is truly Canadian and if you are of "colour" will you forever be a hyphenated Canadian even if you are 3, 4 , 5 th or multigenerational born and bred in Canada. The high cost of living and unaffordabilty of housing is one thing, declining national fertility rates another and immigration is another. To me, It looks like Canada's immigration policy needs urgent reform and yes, immigrants should leave their baggage at the door.
Identity Attack0.07094744
Insult0.05027775
Profanity0.020168742
Threat0.008375733
Severe Toxicity0.0029754639
Low Tox 0.1140901 Constructive 0.824
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Cousin marriages running rampant in CANADA. That's a burden on the government because they have kids that are not healthy due to inbreeding.
Cousin marriages running rampant in CANADA. That's a burden on the government because they have kids that are not healthy due to inbreeding.
Identity Attack0.052944973
Insult0.045593183
Profanity0.01265371
Threat0.0068416605
Severe Toxicity0.002231598
Low Tox 0.1140901 Moderate Con 0.346 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
One day Canada will become a very very big colony for india in few years to come 😀
One day Canada will become a very very big colony for india in few years to come 😀
Identity Attack0.10221587
Insult0.029383656
Profanity0.016957775
Threat0.010602405
Severe Toxicity0.004711151
Low Tox 0.1140901 Low Con 0.154
Aug 25, 2025 Why Canadians Are Turning Against …
Indians are civilizing Canada 😊
Indians are civilizing Canada 😊
Identity Attack0.10221587
Insult0.029493837
Profanity0.01941724
Threat0.0071717775
Severe Toxicity0.004234314
Low Tox 0.1140901 Low Con 0.221
Sep 26, 2025 Inside Canada's Indian Metropolis (Brampton)
Stopping more from coming in is not enough we need to make sure they start leaving like they are supposed to as well. Not just Canada but all the west, deportations and remigration is the …
Stopping more from coming in is not enough we need to make sure they start leaving like they are supposed to as well. Not just Canada but all the west, deportations and remigration is the only solution.
Identity Attack0.0775651
Insult0.025542418
Profanity0.011201942
Threat0.013010317
Severe Toxicity0.0037765503
Low Tox 0.11398677 Moderate Con 0.492 Call_To_Action
Nov 22, 2025 1 likes Quebec Ends Economic Immigration Program …
Canada is part of nato. Karma
Canada is part of nato. Karma
Identity Attack0.06294931
Insult0.03412145
Profanity0.019485557
Threat0.009256045
Severe Toxicity0.004711151
Low Tox 0.11398677 Low Con 0.189
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
canadians and her multicultural ways simply can not compete against india, africa, south asia and various latin american countries because of 1 thing - birth rates. and when i say the canadian way and what …
canadians and her multicultural ways simply can not compete against india, africa, south asia and various latin american countries because of 1 thing - birth rates. and when i say the canadian way and what 'used' to be a balanced multicultural way of life - is now being completely replaced by, majority led, india and a select handful of a few other nations - philippines, nigeria, bangladesh and some middle eastern nations. most of these nations - minus the philippines - have very different values and laws from the west. gender inequality, caste systems and not to mention religious / secular conflicts. racism is also incredible in those nations - again, minus the philippines. the only reason i include the philippines on this list as well is because their numbers are also very high in terms of the recent immigration scams but still not as high as india - who by large is the biggest scammer by a mile. these nations export canadian capital to their home nations and recycle the cash and bring in more of their own people. it is blatant soft power take over of canada without firing a single shot. canadians need to wake up and bring back balanced immigration. i will never accept sharia law, caste systems of gender inequality in canada but it is already here and their population is hundreds to thousands of times more than canada and they are already establishing incredibly strong roots here.
Identity Attack0.10221587
Insult0.039737478
Profanity0.016342908
Threat0.007081157
Severe Toxicity0.00333786
Low Tox 0.11398677 Moderate Con 0.434
Sep 29, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The appropriate word is "colonizing". India is colonizing Canada.
The appropriate word is "colonizing". India is colonizing Canada.
Identity Attack0.09741807
Insult0.032248367
Profanity0.016479544
Threat0.008764107
Severe Toxicity0.003566742
Low Tox 0.11398677 Low Con 0.126 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
In the United States, Canada, Australia, and Europe, ethnic populations are being replaced. Within the next two decades, people with roots in these regions will become a minority. The worst part is that you will …
In the United States, Canada, Australia, and Europe, ethnic populations are being replaced. Within the next two decades, people with roots in these regions will become a minority. The worst part is that you will be walking on eggshells due to cultural differences. All of this can be blamed on liberal politicians who allowed such population replacement. This is a real-world version of the Hunger Games. Good luck, everyone—as Effie from the Hunger Games always says: “May the odds be ever in your favor!
Identity Attack0.0440973
Insult0.0573046
Profanity0.023311393
Threat0.0091524795
Severe Toxicity0.003376007
Low Tox 0.11388343 Constructive 0.514 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Citizens should help the government call IRCC or RCMP if they found someone doesnt have a legal papers to stay in Canada they will destroy this country.
Citizens should help the government call IRCC or RCMP if they found someone doesnt have a legal papers to stay in Canada they will destroy this country.
Identity Attack0.030433474
Insult0.02982438
Profanity0.013610168
Threat0.04686524
Severe Toxicity0.0033187866
Low Tox 0.11388343 Moderate Con 0.363 Call_To_Action
Sep 30, 2025 IRCC Names India in Study …
Trudeau mo fo destroyed once coveted international student stream. He made Canada full of diploma mills.
Trudeau mo fo destroyed once coveted international student stream. He made Canada full of diploma mills.
Identity Attack0.009989422
Insult0.061976057
Profanity0.015659723
Threat0.008919456
Severe Toxicity0.0024795532
Low Tox 0.11388343 Low Con 0.237
Jan 3, 2026 New rules, regulations take effect …
Tyler coming to canada?! Come to the east coast... lots of topics you could do there! Homeless, drugs, imigrarion, IRVING, crime, lack of policing from the police.... the list goes on.
Tyler coming to canada?! Come to the east coast... lots of topics you could do there! Homeless, drugs, imigrarion, IRVING, crime, lack of policing from the police.... the list goes on.
Identity Attack0.057492398
Insult0.03599453
Profanity0.011253181
Threat0.007961469
Severe Toxicity0.0027656555
Low Tox 0.11388343 Moderate Con 0.5 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
I would like to highlight that these Indians in Canada 90 percent of them are sikh and from Punjab,India...
I would like to highlight that these Indians in Canada 90 percent of them are sikh and from Punjab,India...
Identity Attack0.14019285
Insult0.031036375
Profanity0.020851927
Threat0.006977591
Severe Toxicity0.0038909912
Low Tox 0.11388343 Constructive 0.532 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
They all just need to leave Canada simple as that
They all just need to leave Canada simple as that
Identity Attack0.060675595
Insult0.027218282
Profanity0.014156717
Threat0.014566151
Severe Toxicity0.0038528442
Low Tox 0.11378009 Low Con 0.271 Call_To_Action
Feb 23, 2026 57 likes 'We do know that there's …
i lived in brampton/bramalea 1971-1997. when i went to school in 70s we already called it "bramladesh" and certain buildings were "curry corners" or "turban towers". also a lot of newfoundlanders went there. even then, …
i lived in brampton/bramalea 1971-1997. when i went to school in 70s we already called it "bramladesh" and certain buildings were "curry corners" or "turban towers". also a lot of newfoundlanders went there. even then, it was more or less "normal"...but now its the car accident and domestic violence capital of canada. also, the school my older sister attended in the next town over, malton, was turned into hindu temple in the 80s. malton was formerly an italian stronghold but was also completely taken over by indians in the 80s and 90s.
Identity Attack0.058856625
Insult0.04852104
Profanity0.024609445
Threat0.01254427
Severe Toxicity0.004272461
Low Tox 0.11378009 Constructive 0.614 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is steaming towards becoming a 3rd world country fast! It will soon be left out of G7 and G20 as well
Canada is steaming towards becoming a 3rd world country fast! It will soon be left out of G7 and G20 as well
Identity Attack0.06795148
Insult0.03522326
Profanity0.01442999
Threat0.008764107
Severe Toxicity0.0037193298
Low Tox 0.11378009 Low Con 0.11
Oct 6, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
I cant wait until all of Canada is India 🙏🏾
I cant wait until all of Canada is India 🙏🏾
Identity Attack0.10221587
Insult0.028832749
Profanity0.018187506
Threat0.010964886
Severe Toxicity0.005683899
Low Tox 0.11378009 Moderate Con 0.404 Identity_Assertion
Oct 17, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
12:50 Canada 101: Never state that a tool is for self-defense on camera or to an officer. *You bought that knife to butter your bread.
12:50 Canada 101: Never state that a tool is for self-defense on camera or to an officer. *You bought that knife to butter your bread.
Identity Attack0.0034962974
Insult0.031146556
Profanity0.015557245
Threat0.036149003
Severe Toxicity0.003929138
Low Tox 0.11378009 Low Con 0.187 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
its Sad all our Plees will land on Deaf Ears, and it will only get worse, get use to it. Say good bye to the Canada you knew.
its Sad all our Plees will land on Deaf Ears, and it will only get worse, get use to it. Say good bye to the Canada you knew.
Identity Attack0.031464707
Insult0.05262003
Profanity0.0166845
Threat0.0113014765
Severe Toxicity0.0032615662
Low Tox 0.11378009 Low Con 0.294
Aug 26, 2025 Why Canadians Are Turning Against …

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.