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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: "This is how a GREAT …" 542 comments · Page 13 of 22
Tell it to the people who voted for the Liberal, Mark Carney will magically made Canada great again, elbows up! 🤣🤣🤣🤣
Tell it to the people who voted for the Liberal, Mark Carney will magically made Canada great again, elbows up! 🤣🤣🤣🤣
Identity Attack0.015053716
Insult0.039737478
Profanity0.019485557
Threat0.007340072
Severe Toxicity0.002784729
Low Tox 0.10783285 Low Con 0.233 Humor_Satire
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
I am a newly arriving immigrant Indian. Been a year now and I have a good job and I am really loving what Canada has to offer. I agree with the frustration - I find …
I am a newly arriving immigrant Indian. Been a year now and I have a good job and I am really loving what Canada has to offer. I agree with the frustration - I find myself cringing at the videos of people violating public norms of decency, and the job market is really bad now for services as companies are employing a lot of migrants for a cheaper price. Immigration control, regulation of companies so they cant go below a %age of Canadian citizen/residents along with effective government stimuli to boost the economy by targetting certain industries will tackle a lot of the problems. As for people discarding garbage anywhere and other unwanted behavior - name and shame. These videos are also going public at least in India as a source of great shame and the more eyes on it, the less people will repeat things of this nature.
Identity Attack0.06340405
Insult0.034451995
Profanity0.019007329
Threat0.007521313
Severe Toxicity0.0027656555
Low Tox 0.10696511 Constructive 0.865
Aug 26, 2025 Why Canadians Are Turning Against …
Hey bro great vid, we created a bag for you to claim, around 16k btw
Hey bro great vid, we created a bag for you to claim, around 16k btw
Identity Attack0.012061302
Insult0.022190686
Profanity0.04667213
Threat0.018882722
Severe Toxicity0.005531311
Low Tox 0.10566349 Moderate Con 0.437 Advertisement_Spam
Jan 27, 2026 Inside Canada's Indian Invasion...
Thank you for bringing attention of the great jeet-ification of my country
Thank you for bringing attention of the great jeet-ification of my country
Identity Attack0.024801146
Insult0.02618698
Profanity0.04266402
Threat0.010887212
Severe Toxicity0.0045776367
Low Tox 0.10566349 Moderate Con 0.35 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
9:57 Less job opportunities yes and also political instability with India heading towards dictatorial rule. Also, infrastructure is not that great, especially the roads.
9:57 Less job opportunities yes and also political instability with India heading towards dictatorial rule. Also, infrastructure is not that great, especially the roads.
Identity Attack0.053399716
Insult0.030375287
Profanity0.015181494
Threat0.008582866
Severe Toxicity0.0024223328
Low Tox 0.104795754 Moderate Con 0.388 Personal_Narrative
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I grew up being told multiculturalism is our strength. Seeing it now as an adult, I can see all its done is created cities that have no actual Canadians, English or our culture. Raised crime, …
I grew up being told multiculturalism is our strength. Seeing it now as an adult, I can see all its done is created cities that have no actual Canadians, English or our culture. Raised crime, destroyed the housing market, lower the standard of living and quality of life. We need to go back to 1990's Canada and undo all that the last 35 years have done to our once great country.
Identity Attack0.06249457
Insult0.028502205
Profanity0.010757872
Threat0.007689608
Severe Toxicity0.0029182434
Low Tox 0.104361884 Constructive 0.607 Identity_Assertion
Feb 17, 2026 2 likes LILLEY UNLEASHED: The fall of …
Don't worry, guys. The great replacement isn't real. Wikipedia told me so.
Don't worry, guys. The great replacement isn't real. Wikipedia told me so.
Identity Attack0.01374736
Insult0.028281843
Profanity0.03189224
Threat0.009126588
Severe Toxicity0.002155304
Low Tox 0.103928015 Low Con 0.236 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
The great peaceful Canada that I call Home is going down the drain. The government has done this to our people. Immigration on the rise. The Liberals are still bringing in new immigrants and supporting …
The great peaceful Canada that I call Home is going down the drain. The government has done this to our people. Immigration on the rise. The Liberals are still bringing in new immigrants and supporting them. Our children can’t find jobs and if they do it takes months to get one. Why does the government house immigrants? Why are we the tax payers footing the bill. We as Canadians are stressed!! Why do we have to leave a country that we live in. The Government has let down their people.
Identity Attack0.042550452
Insult0.030375287
Profanity0.012517073
Threat0.007547205
Severe Toxicity0.0024604797
Low Tox 0.103060275 Constructive 0.62
Aug 31, 2025 2 likes Why Canadians Are Turning Against …
I wish there was a more proper conclusion to the smuggling part. It's a little unclear if you bailed out, if they bailed on you, or if you proceeded with the rest. Great video otherwise!
I wish there was a more proper conclusion to the smuggling part. It's a little unclear if you bailed out, if they bailed on you, or if you proceeded with the rest. Great video otherwise!
Identity Attack0.0057346676
Insult0.022255141
Profanity0.02836696
Threat0.011741633
Severe Toxicity0.0032043457
Low Tox 0.09958932 Constructive 0.574 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Local shop I used to work in has been bought up by them a few years ago...I noticed they hire a new guy from Chennai every few months and then previous worker moves to london. …
Local shop I used to work in has been bought up by them a few years ago...I noticed they hire a new guy from Chennai every few months and then previous worker moves to london. They're using the shop to get their mates into the country by giving them jobs until they can claim residency. Been about 5 new guys come and go. Before them the shop gave me and others from my small town an income and we were all great friends. It's a shame.
Identity Attack0.015254694
Insult0.039444692
Profanity0.013610168
Threat0.0061425893
Severe Toxicity0.0012969971
Low Tox 0.09828771 Constructive 0.76 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I am a Jamaican descendant born Canadian and I am homeless living on the street. The irony is, I am great with money and have been working since a child at 13. I haven't taken …
I am a Jamaican descendant born Canadian and I am homeless living on the street. The irony is, I am great with money and have been working since a child at 13. I haven't taken vacations or time off. The system has failed me tremendously. I was denied second stage and transitional housing 3 times with out reason. I was discharged from shelters where I was the only one working on my betterment while others continued with poor habits such as depression, laziness and addictions. I wish I had political power because boy oh boy, things would change drastically.
Identity Attack0.019977676
Insult0.038566336
Profanity0.019622196
Threat0.00713294
Severe Toxicity0.0022792816
Low Tox 0.09785384 Constructive 0.775
Aug 28, 2025 13 likes Why Canadians Are Turning Against …
this is a great news for Canadian !!! Keep Up. Canada will spend more taxpayers money as the more asylum people are accepted by immigration. Stop Any Kind of Immigration Temporarily.
this is a great news for Canadian !!! Keep Up. Canada will spend more taxpayers money as the more asylum people are accepted by immigration. Stop Any Kind of Immigration Temporarily.
Identity Attack0.061130337
Insult0.022190686
Profanity0.010450439
Threat0.008039144
Severe Toxicity0.002708435
Low Tox 0.09741997 Constructive 0.578 Call_To_Action
Dec 24, 2025 1 likes Deportations From Canada at Their …
Many Indians are GREAT. We are sorry for the bad ones.
Many Indians are GREAT. We are sorry for the bad ones.
Identity Attack0.060675595
Insult0.02193286
Profanity0.027000591
Threat0.00780612
Severe Toxicity0.0028800964
Low Tox 0.09394901 Constructive 0.548 Solidarity
Jan 28, 2026 Inside Canada's Indian Invasion...
Punjab the red neck state of India. In India they are truck drivers and in the west they are truck drivers. Great progression.
Punjab the red neck state of India. In India they are truck drivers and in the west they are truck drivers. Great progression.
Identity Attack0.057037655
Insult0.030375287
Profanity0.017436003
Threat0.007586042
Severe Toxicity0.0028800964
Low Tox 0.0926474 Moderate Con 0.378 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
The points system is why Canadians have a good impression of immigrants. When you let in english or french speaking well or over-educated new citizens, people will have a good impression of these hardworking people. …
The points system is why Canadians have a good impression of immigrants. When you let in english or french speaking well or over-educated new citizens, people will have a good impression of these hardworking people. When you let in gobs of just anyone.. you end up with Brampton, Ontario, or Sweden, where foreign nationals have brought their own opinion of how life should be to a previously high trust/well functioning area. Like the opposite of gentrification. Basically slumification, a reduction in trust, an increase in crime, an increase in corruption.. Who would have thought there would one day be new Canadian citizens calling for Sharia Law in Canada? That is when immigration "jumped the shark", and the system needs fixing. And Canada already has the fix: Limit immigration to economically well off migrants who meet the points quota: ie, they are educated and speak english or french. And greatly restrict refugees... we have enough homeless and economically useless people, we do not need more.
Identity Attack0.04203484
Insult0.033019636
Profanity0.015693882
Threat0.0069905366
Severe Toxicity0.0021743774
Low Tox 0.091913216 Constructive 0.614
Jun 19, 2025 2 likes How Canada broke its immigration …
May I say as a Metis. My family were and are the first people to be described as Canadian and are still acknowledged as the original Canadians. My great Uncles and Aunts fought the British …
May I say as a Metis. My family were and are the first people to be described as Canadian and are still acknowledged as the original Canadians. My great Uncles and Aunts fought the British North West Mounted Police at Batoche because the British Colonizers after outlawing fur trade except through the HBC company were further insulted by having their ancestral land sectioned off and given to immigrants. My uncles also were part of the first battle at Seven Oaks when surveyors were surveying and measuring my ancestral cousins land. The British Immigrants were described as the preferred immigrants. TheNorth American Indians, the Metis were described as undesirables and in a memo written to the Indian Affairs Minister during John A MacDonald asking him how best to remove the undesirables Metis from their land. The Metis were not placed on reservations because we never stopped fighting for our homeland rights. What is happening now is a continuation of what happened back when John A MacDonald was Prime Minister. May I also say if these migrates think their customs and regions are so great then stay in your homeland. But unlike the brave Metis who continues to oppose the government and finally 100 years later some our birthrights as the original Canadians have been recognized. My great grandfather and his father were both named Antoine and Charles Henault dit Canada, and to this day from the 1700s some of my cousin’s last name has been Canada since the 1700s. People with Canadian passports don’t make them Canadian. Indians from Indian don’t integrate or intermarry. They impose their culture on the rest of the country. Get rid of them all.
Identity Attack0.0376521
Insult0.032799274
Profanity0.017162729
Threat0.008323951
Severe Toxicity0.002412796
Low Tox 0.09112182 Constructive 0.772 Identity_Assertion
Sep 12, 2025 Why Canadians Are Turning Against …
India iis so big with so many kind of Indians. Most I've meet are great people but there are some ... Yeah those have no business in a western country. But like I say most …
India iis so big with so many kind of Indians. Most I've meet are great people but there are some ... Yeah those have no business in a western country. But like I say most are hardworking good people yes they have they're own "weard" things but at least they fight for right and wrong.
Identity Attack0.061130337
Insult0.024511116
Profanity0.033144772
Threat0.007909686
Severe Toxicity0.002708435
Low Tox 0.08874765 Constructive 0.752 Personal_Narrative
Feb 21, 2026 1 likes Inside Canada's Indian Invasion...
Great news! There are too many Canadians without jobs and housing!
Great news! There are too many Canadians without jobs and housing!
Identity Attack0.053854458
Insult0.021352753
Profanity0.009468361
Threat0.006977591
Severe Toxicity0.0019168854
Low Tox 0.081625134 Moderate Con 0.404
Jan 15, 2026 2 likes 2.9 million Canadian temporary visas …
Some Canadians are just great 🤣
Some Canadians are just great 🤣
Identity Attack0.044612918
Insult0.02373764
Profanity0.026727317
Threat0.007094103
Severe Toxicity0.0032997131
Low Tox 0.08083374 Moderate Con 0.357 Solidarity
Feb 26, 2026 Inside Canada's Indian Invasion...
Canada needs DOGE and ICE asap! Make Canada great again!
Canada needs DOGE and ICE asap! Make Canada great again!
Identity Attack0.01555616
Insult0.02425329
Profanity0.014805742
Threat0.016638106
Severe Toxicity0.00415802
Low Tox 0.079250954 Low Con 0.184
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
I traveled through India in 2000. I can understand why so many people move to Canada. India is intense to say the least. I’ve worked with great people from India and bad people from India. …
I traveled through India in 2000. I can understand why so many people move to Canada. India is intense to say the least. I’ve worked with great people from India and bad people from India. It’s no different than any other country. Great video.
Identity Attack0.058856625
Insult0.022512967
Profanity0.015454767
Threat0.0072106146
Severe Toxicity0.0022220612
Low Tox 0.077668175 Constructive 0.709 Personal_Narrative
Sep 19, 2025 98 likes Inside Canada's Indian Metropolis (Brampton)
You should go just north of the Pearson airport to The (Great Punjab Business Centre) there is like 20+ immigration lawyers on 1 plaza and trucking school there is also another plaza that looks just …
You should go just north of the Pearson airport to The (Great Punjab Business Centre) there is like 20+ immigration lawyers on 1 plaza and trucking school there is also another plaza that looks just like this one in Surrey BC- (Payal Business Centre) both of these places have the biggest Indian population's no other culture needs this many immigration lawyers
Identity Attack0.052944973
Insult0.020579277
Profanity0.014874061
Threat0.006977591
Severe Toxicity0.0022697449
Low Tox 0.07687678 Constructive 0.616 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
As a brit living in Calgary, who is currently trying to jump through several hoops to try and gain PR, it's super tough and disheartening to see so many people here who don't speak english, …
As a brit living in Calgary, who is currently trying to jump through several hoops to try and gain PR, it's super tough and disheartening to see so many people here who don't speak english, don't work in a skilled profession, and don't engage with the Canadian community or culture. To expand on that, I have a great job in construction estimating on $85k a year, I speak fluent english (of course), I rent my own condo, my partner is Canadian and I have multiple Canadian friends. Yet, still I'm not convinced my PR visa will ever be granted. Then I walk into Tim Hortons or Subway and the foreign workers there can't understand a word I'm saying... how is that right??
Identity Attack0.027815815
Insult0.030595649
Profanity0.016103793
Threat0.0066668927
Severe Toxicity0.001964569
Low Tox 0.075294 Constructive 0.831
Sep 23, 2025 140 likes Inside Canada's Indian Metropolis (Brampton)
When you say “greatest country on earth” what is it exactly you’re great at? 🤣
When you say “greatest country on earth” what is it exactly you’re great at? 🤣
Identity Attack0.008509507
Insult0.022899706
Profanity0.023379711
Threat0.006110225
Severe Toxicity0.0018405914
Low Tox 0.069754265 Low Con 0.22 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I don't get it. Why do they want to cross illegally to the USA? Isn't Canada already a great country? What is better?
I don't get it. Why do they want to cross illegally to the USA? Isn't Canada already a great country? What is better?
Identity Attack0.04435511
Insult0.01819439
Profanity0.011560614
Threat0.006317357
Severe Toxicity0.0017547607
Low Tox 0.069754265 Moderate Con 0.323 Question
Feb 11, 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.