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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: "I don't believe we should …" 336 comments · Page 11 of 14
I believe the last 2 elections where rigged .
I believe the last 2 elections where rigged .
Identity Attack0.0050687063
Insult0.031807642
Profanity0.024814399
Threat0.007534259
Severe Toxicity0.001745224
Low Tox 0.09394901 Low Con 0.289 Unverified_Claim
Aug 25, 2025 Why Canadians Are Turning Against …
Ong yes finally THANK YOU!!! Im very very accepting of everyone, we all bleed the same color but I just had to leave my job because new owners took over. Hired 4 new Canadians and …
Ong yes finally THANK YOU!!! Im very very accepting of everyone, we all bleed the same color but I just had to leave my job because new owners took over. Hired 4 new Canadians and they wouldn't believe me when I was showing pictures of how I was treated.. I'm 27 with a 9 yr old still living with my parent because I can't afford to find a place when I can't find a full time job. AND IV APPLIED AT MCDONALD'S, ALL RETAIL/FOOD. The government won't help my disabled dad even tho he's disabled from working for 35+ years
Identity Attack0.034816213
Insult0.032248367
Profanity0.017777596
Threat0.0072106146
Severe Toxicity0.0029754639
Low Tox 0.09351514 Constructive 0.806
Aug 27, 2025 Why Canadians Are Turning Against …
Don't believe-it, most likely, Foreign Workers that did not want to go back!
Don't believe-it, most likely, Foreign Workers that did not want to go back!
Identity Attack0.0543092
Insult0.02122384
Profanity0.012585391
Threat0.0066798385
Severe Toxicity0.0017166138
Low Tox 0.0926474 Low Con 0.254
Dec 30, 2025 Deportations From Canada at Their …
finally...ppl will believe me brampton is a real place lolol
finally...ppl will believe me brampton is a real place lolol
Identity Attack0.0102854045
Insult0.025413504
Profanity0.02795705
Threat0.007948523
Severe Toxicity0.002861023
Low Tox 0.09112182 Low Con 0.27 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
There is something significant that this country is not addressing: "fake degrees" coming out of India, especially in the field of Engineering. I'm a recruiter at one of the largest recruiting agencies in Ontario (Toronto), …
There is something significant that this country is not addressing: "fake degrees" coming out of India, especially in the field of Engineering. I'm a recruiter at one of the largest recruiting agencies in Ontario (Toronto), but I've been noticing something unusual about the degrees coming out of India. This is something that the government needs to pay attention to. Big companies like Hydro One, Toronto Hydro believe everything under the sun, I guarantee you, if they can do a thorough investigation, something may come out, "something not good".
Identity Attack0.04023018
Insult0.032468732
Profanity0.01620627
Threat0.0069646453
Severe Toxicity0.0019931793
Low Tox 0.08874765 Constructive 0.72 Unverified_Claim
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
These stories don't pass the sniff test. I don't believe the liberals are deporting anyone.
These stories don't pass the sniff test. I don't believe the liberals are deporting anyone.
Identity Attack0.028016793
Insult0.027605021
Profanity0.01579636
Threat0.007935578
Severe Toxicity0.0016498566
Low Tox 0.08795626 Low Con 0.288
Dec 29, 2025 1 likes Deportations From Canada at Their …
ill believe in god once were getting rid of 1M+ a year. That would be better than winning the lottery.
ill believe in god once were getting rid of 1M+ a year. That would be better than winning the lottery.
Identity Attack0.023193322
Insult0.019999169
Profanity0.019895468
Threat0.009903334
Severe Toxicity0.0025939941
Low Tox 0.085582085 Low Con 0.253 Fear_Threat
Feb 21, 2026 Deportations From Canada at Their …
This all makes me very sad within the last 10 years because it's not what I grew up with and loved 😢 I grew up with multiculturalism enriching my childhood. Learning from different cultures at …
This all makes me very sad within the last 10 years because it's not what I grew up with and loved 😢 I grew up with multiculturalism enriching my childhood. Learning from different cultures at friends dinners and other different friends houses and attending eastern-themed event from all different parts of the East. There was so much to learn just in my own country from other people from other countries it was fascinating !!! I got to take part in different ceremonies and watch different people celebrate the same sort idea about something in much different ways, I loved it. I learned at least half of my best exterior Plastering tricks from people that had thick accents from all over the East and I'm better plasterer because of it. I learned cooking recipes in the kitchen that I probably never would have stumbled across randomly. I was shown in person all the nuances to certain ways different cultures cooked - like how amazing is that!! There are maybe only a few tricks that I was able to show in return but I always tried to do my best ! The amount of community an alternate types of activities or interesting festivals that without multiculturalism would not even exist . When I was young everybody new integrated into the neighborhood unit first got to know the neighbourhood we're introduced the community center and then obviously people have their own separate areas that they prefer. We first became one, one by one, and meet each other and try to have some fun together that's the whole point! Community or block parties when I was a kid had all of our parents looks like representatives from different countries, that's the way it used to be anyway.... where did it all go? I stopped seeing this type of beautiful multi-ethnic Harmony roughly 10 years ago. Not only that when I try to be a part of new things I am literally turned away or shunned in some weird way I don't know why... I can't even believe how I'm treated.
Identity Attack0.037394293
Insult0.024640027
Profanity0.023106437
Threat0.0071588317
Severe Toxicity0.0028419495
Low Tox 0.083999306 Constructive 0.852
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
When people think they are helping the down and out from other countries, don't believe it ,the poor can't afford to leave.
When people think they are helping the down and out from other countries, don't believe it ,the poor can't afford to leave.
Identity Attack0.032753747
Insult0.028171662
Profanity0.012482914
Threat0.006822242
Severe Toxicity0.001745224
Low Tox 0.08320791 Moderate Con 0.469 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
I am an immigrant myself since 2000. believe me, those new immigrants we all have issues with. they all know the system much better than most non-immigrant lawyers here in Canada.
I am an immigrant myself since 2000. believe me, those new immigrants we all have issues with. they all know the system much better than most non-immigrant lawyers here in Canada.
Identity Attack0.06340405
Insult0.023221988
Profanity0.012482914
Threat0.006155535
Severe Toxicity0.0016307831
Low Tox 0.08320791 Constructive 0.693
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
During the Harper government my dad had a log hauling business in Alberta and British Columbia. We constantly got underbided by immigrant owned companies because the owner would be brand new immigrant who didn’t pay …
During the Harper government my dad had a log hauling business in Alberta and British Columbia. We constantly got underbided by immigrant owned companies because the owner would be brand new immigrant who didn’t pay taxes, and got interest free loans and I believe, federal government funded subsidized immigratie employees. When that business owner had lost his immigrant privileges he sold the company to a family member that just immigrated into Canada. So yea not a perfect system by a long shot
Identity Attack0.027614836
Insult0.030485468
Profanity0.016957775
Threat0.007081157
Severe Toxicity0.002193451
Low Tox 0.081625134 Constructive 0.692 Personal_Narrative
Feb 18, 2026 4 likes LILLEY UNLEASHED: The fall of …
hard to believe theres a statue of krishna in canada but our "Canadian stuff" Were too extreme
hard to believe theres a statue of krishna in canada but our "Canadian stuff" Were too extreme
Identity Attack0.04280826
Insult0.027476108
Profanity0.015215653
Threat0.0066668927
Severe Toxicity0.0018978119
Low Tox 0.07845957 Low Con 0.291 Identity_Assertion
Mar 1, 2026 1 likes Inside Canada's Indian Invasion...
I can't believe I was born there.
I can't believe I was born there.
Identity Attack0.021083053
Insult0.017163089
Profanity0.023994578
Threat0.009592636
Severe Toxicity0.0025558472
Low Tox 0.07845957 Moderate Con 0.45
Oct 13, 2025 Inside Canada's Indian Metropolis (Brampton)
People believe it’s because of an “aging” population they let migrants come in???🙄 No, they are. It allowed to work in academic fields. Period!! It’s not about filling jobs it’s to create unrest among the …
People believe it’s because of an “aging” population they let migrants come in???🙄 No, they are. It allowed to work in academic fields. Period!! It’s not about filling jobs it’s to create unrest among the population in order to usher in the New World Order! If it were about an “aging” population it could be helped with giving incentives for young couples who want to start a family.
Identity Attack0.03894114
Insult0.019999169
Profanity0.014327513
Threat0.0066798385
Severe Toxicity0.001964569
Low Tox 0.077668175 Moderate Con 0.372
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
I think we should provide more help and support for Canadians. I am an immigrant but it came be overwhelmingly. As long immigrants don’t break the law, it is OK. But I do believe our …
I think we should provide more help and support for Canadians. I am an immigrant but it came be overwhelmingly. As long immigrants don’t break the law, it is OK. But I do believe our Canadian people are not treated fairly, they do feel left out.
Identity Attack0.052944973
Insult0.019483518
Profanity0.0113215
Threat0.007081157
Severe Toxicity0.0014591217
Low Tox 0.06896287 Constructive 0.814 Moral_Argument
Nov 11, 2025 Inside Canada's Indian Metropolis (Brampton)
6:05 culture starts at the top.. we voted four times for leadership that doesn’t believe “Canadian” is a valid identity
6:05 culture starts at the top.. we voted four times for leadership that doesn’t believe “Canadian” is a valid identity
Identity Attack0.04332388
Insult0.022061773
Profanity0.010621235
Threat0.0062849927
Severe Toxicity0.0015830994
Low Tox 0.06896287 Low Con 0.285
Sep 9, 2025 3 likes Why Canadians Are Turning Against …
do YOU seriously believe 500 yrs ago locals in ''Canada'' spoke Inglish or Frank??? Get over it folks, over time whole worlds change and always will.
do YOU seriously believe 500 yrs ago locals in ''Canada'' spoke Inglish or Frank??? Get over it folks, over time whole worlds change and always will.
Identity Attack0.021786476
Insult0.023221988
Profanity0.01402008
Threat0.0067057298
Severe Toxicity0.0016975403
Low Tox 0.06104896 Low Con 0.208 Comparative_Framing
Dec 25, 2025 Inside Canada's Indian Metropolis (Brampton)
I believe that the Liberal Govt. has always used immigration as a means of retaining power. They allow millions of immigrants to enter the country and once they are able to vote they vote Liberal.
I believe that the Liberal Govt. has always used immigration as a means of retaining power. They allow millions of immigrants to enter the country and once they are able to vote they vote Liberal.
Identity Attack0.0376521
Insult0.017807651
Profanity0.011611853
Threat0.0068869707
Severe Toxicity0.0015354156
Low Tox 0.059232414 Constructive 0.547
Sep 10, 2025 2 likes Why Canadians Are Turning Against …
There are businesses hiring International students as full time employees, paying less and also there seem to be under the table fees collected from the students. I personally heard from Indian students that I met …
There are businesses hiring International students as full time employees, paying less and also there seem to be under the table fees collected from the students. I personally heard from Indian students that I met at work places. I had been a lucrative business for business owners who gain more from the fraudulant international student problem than the businesses themselves. There are lots of small businesses just for that purpose, I believe. This issue have to be addressed from across the isle.
Identity Attack0.025605056
Insult0.026444806
Profanity0.015147334
Threat0.006641001
Severe Toxicity0.0012969971
Low Tox 0.05824285 Constructive 0.813
Oct 7, 2025 IRCC Names India in Study …
I'm not shocked, the government allowed that to create chaos in immigration to convince Canadians that the only solution is to accept Digital ID. I don't believe Liberal or Conservatives, they are against each other …
I'm not shocked, the government allowed that to create chaos in immigration to convince Canadians that the only solution is to accept Digital ID. I don't believe Liberal or Conservatives, they are against each other but working for one master which is the New World Order.
Identity Attack0.02138452
Insult0.02373764
Profanity0.010467518
Threat0.0066086366
Severe Toxicity0.0012874603
Low Tox 0.057748068 Constructive 0.511 Unverified_Claim
Nov 21, 2025 Thousands of refugees allowed into …
We indian don't destroy any culture of world we believe in respect all culture and mixed with him with his respected culture don't worry about it we are not destroy canadian respected culture we are …
We indian don't destroy any culture of world we believe in respect all culture and mixed with him with his respected culture don't worry about it we are not destroy canadian respected culture we are mixed with canadian culture ❤❤❤😊
Identity Attack0.03636306
Insult0.014276917
Profanity0.017914234
Threat0.011508608
Severe Toxicity0.002746582
Low Tox 0.05725329 Constructive 0.685
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Excellent video my friend! I am first Nations. Aboriginal. My family has been in Canada for approximately 500 to 700 generations give or take. Which is about 5000 or 10,000 years. I am Inuit. I …
Excellent video my friend! I am first Nations. Aboriginal. My family has been in Canada for approximately 500 to 700 generations give or take. Which is about 5000 or 10,000 years. I am Inuit. I believe that it will get to a point where Canadians will not be passive anymore. There is going to be a breaking point and I don't know when that will be. But I do believe Canadians are strong enough and they will not allow it to get to a certain point after that breaking point. I can already see the tensions happening. I can already see the uneasiness of Canadians and it's bound to hit a boiling point. Just in the past 10 years I have watched my country morph into something that's almost unrecognizable.
Identity Attack0.026207991
Insult0.02212623
Profanity0.017777596
Threat0.008582866
Severe Toxicity0.0021839142
Low Tox 0.056263726 Constructive 0.838
Sep 6, 2025 9 likes Why Canadians Are Turning Against …
(This can be viewed as assumptions but it's factual) Was at a A&W last night me and my fiancee were the only Canadians there... went to Walmart after.... Now sure I wasn't in every part …
(This can be viewed as assumptions but it's factual) Was at a A&W last night me and my fiancee were the only Canadians there... went to Walmart after.... Now sure I wasn't in every part of Walmart but I only seen one actual Canadian born worker... Sure it can be said it's assumption on my part but I am confident with my assumption based on what I saw. Our public transportation ( bus ) there's only 4 Canadians left. Now our busses speed, don't give time for people to get on safely.... accidents almost daily. And from what I heard there has to be a shuttle bus on standby because the new drivers just make false claims of accidents and issues so shuttle has to come and pick up the people on the bus to finish the route. Our rental market is far and thin. Our homeless is Canadians NOT foreign. And we are seeking illicit activities and mind altering chemicals to deal with the stress of life more and more each day. Concerns me my son and daughter have to grow up like this. I fear for them and their future in a country that I once believed in. I'm not racist I try my best to treat everyone fairly and equally. But Canada is changing and it's causing great impact we can't handle.
Identity Attack0.02138452
Insult0.024511116
Profanity0.015728042
Threat0.007832011
Severe Toxicity0.0019836426
Low Tox 0.054779384 Constructive 0.835
Aug 31, 2025 4 likes Why Canadians Are Turning Against …
"Slashed targets" is a snow job - don't believe the hype! These new "slashed" numbers near the start of the video are DOUBLE what they were before Justin/liberals took power a decade ago.
"Slashed targets" is a snow job - don't believe the hype! These new "slashed" numbers near the start of the video are DOUBLE what they were before Justin/liberals took power a decade ago.
Identity Attack0.0051427023
Insult0.024640027
Profanity0.013883443
Threat0.0071070488
Severe Toxicity0.0013160706
Low Tox 0.054284602 Low Con 0.196
Jan 3, 2026 29 likes New rules, regulations take effect …
Canada's immigration system was and is exactly where the liberals want it, although with less media attention. Carney was Canada's shadow, "unpaid", PM from about 2019 onward and he WANTS the country flooded. He likely …
Canada's immigration system was and is exactly where the liberals want it, although with less media attention. Carney was Canada's shadow, "unpaid", PM from about 2019 onward and he WANTS the country flooded. He likely commissioned the Century Initiative report and he hired the author of it to work for HIM, not Canada. Ever notice that Carney does not ever wear a Canada flag pin on his lapel...he does not believe in countries or borders.
Identity Attack0.01374736
Insult0.025026767
Profanity0.010535837
Threat0.006259101
Severe Toxicity0.0012874603
Low Tox 0.054037213 Constructive 0.544 Unverified_Claim
Feb 17, 2026 34 likes LILLEY UNLEASHED: The fall of …

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.