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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: "A lot of this is …" 580 comments · Page 18 of 24
No no no Tyler, not Tim Hortons it's SINGH Hortons. The franchise has been destroyed beyond recognition. Edit: On another note the Liberal Government has got a lot of explaining to do... from behind bars.
No no no Tyler, not Tim Hortons it's SINGH Hortons. The franchise has been destroyed beyond recognition. Edit: On another note the Liberal Government has got a lot of explaining to do... from behind bars.
Identity Attack0.0053276913
Insult0.0314771
Profanity0.01442999
Threat0.009307829
Severe Toxicity0.0014877319
Low Tox 0.08874765 Moderate Con 0.389 Humor_Satire
Feb 28, 2026 Inside Canada's Indian Invasion...
I have experienced this firsthand. A few years ago, i visited Kingston (Near Toronto) to visit my indian friend. I met a lot of indian-canadians over there. They basically have their own community. To clarify, …
I have experienced this firsthand. A few years ago, i visited Kingston (Near Toronto) to visit my indian friend. I met a lot of indian-canadians over there. They basically have their own community. To clarify, I'm not from Ontario. I live in a small town up north, so i dont reguarly see immigrants/people from different ethnic backgrounds.
Identity Attack0.10221587
Insult0.019419061
Profanity0.013678487
Threat0.006420923
Severe Toxicity0.0018119812
Low Tox 0.08874765 Constructive 0.773 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
There's lots of Indian lawyers who specialize in immigration
There's lots of Indian lawyers who specialize in immigration
Identity Attack0.068465814
Insult0.02103047
Profanity0.024951037
Threat0.0076637166
Severe Toxicity0.002708435
Low Tox 0.08795626 Moderate Con 0.414 Question
Feb 28, 2026 Inside Canada's Indian Invasion...
We seem to have imported a lot of auto theft experts.
We seem to have imported a lot of auto theft experts.
Identity Attack0.004994711
Insult0.027730936
Profanity0.015488927
Threat0.010239923
Severe Toxicity0.002374649
Low Tox 0.08795626 Low Con 0.202 Unverified_Claim
Jun 16, 2025 473 likes How Canada broke its immigration …
Looks like there is a lot of economic activity in the town, what’s the problem? With all the negatives it looks like it’s a net positive? Otherwise it would be a ghost town in no …
Looks like there is a lot of economic activity in the town, what’s the problem? With all the negatives it looks like it’s a net positive? Otherwise it would be a ghost town in no time. I’d suggest the immigrants who are setting up businesses to extend their employment to other racial groups. The government should screen better and slow or shut immigration down for some time.
Identity Attack0.059311368
Insult0.018645585
Profanity0.013029462
Threat0.007974415
Severe Toxicity0.0020885468
Low Tox 0.08479069 Constructive 0.636 Economic_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Thank goodness a few people are smart enough and brave enough to see the truth and say it out loud a lot of the issues we have in our country are people are scared to …
Thank goodness a few people are smart enough and brave enough to see the truth and say it out loud a lot of the issues we have in our country are people are scared to be canceled and it’s destroying our home and our traditional ways of life
Identity Attack0.008657498
Insult0.028612386
Profanity0.015557245
Threat0.007948523
Severe Toxicity0.0017166138
Low Tox 0.083999306 Constructive 0.616 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I am from India came to Canada legally (gone through 7 months of processing and waiting , submitted countless documents , photos , chat history to prove relation status and professional experience, literally submitted all …
I am from India came to Canada legally (gone through 7 months of processing and waiting , submitted countless documents , photos , chat history to prove relation status and professional experience, literally submitted all my life story) to obtain PR and come to Canada just to realize that people without any of these come from different parts of the world especially India bypassing the system and living better life working cash jobs and doing random stuff. When i went to take driving license first time, An Indian origin guy rejected my application saying that my Indian License wasn't looking original enough , where I have seen people who couldn't even speak basic English were applying to get license to drive trucks. It is sad to see how many of our people are bringing a lot of 'Indianness' to this country and live like it is their own turf. I have met many young and middle aged individuals who call themselves students who doesn't even have a clue of what they are studying. It is unbelievable how people of certain status live their life partying and enjoying breaking all sort of rules , dropping out of college etc. when people who are here legally and many Canadians struggling to pay rent / mortgages / insurances etc. Don't even want to talk about job security , its a joke. Finally happy to see someone raising voice.
Identity Attack0.034300596
Insult0.02982438
Profanity0.02208166
Threat0.007197669
Severe Toxicity0.0025367737
Low Tox 0.08241652 Constructive 0.741
Oct 22, 2025 IRCC Names India in Study …
Those numbers need to be higher. There's a lot of bogus claims.
Those numbers need to be higher. There's a lot of bogus claims.
Identity Attack0.007991537
Insult0.030926194
Profanity0.022969801
Threat0.0070034824
Severe Toxicity0.0015640259
Low Tox 0.08241652 Moderate Con 0.314 Policy_Critique
Dec 24, 2025 248 likes Deportations From Canada at Their …
A lot of them are nice. They didn't even want to say it lol.
A lot of them are nice. They didn't even want to say it lol.
Identity Attack0.006474625
Insult0.025542418
Profanity0.03715288
Threat0.007754337
Severe Toxicity0.0023841858
Low Tox 0.081625134 Moderate Con 0.433
Jan 27, 2026 Inside Canada's Indian Invasion...
i was watching this thing long time and it was my clear understanding that it is a some sort of government political bribe to Indian government every single student and teacher was watching this thing …
i was watching this thing long time and it was my clear understanding that it is a some sort of government political bribe to Indian government every single student and teacher was watching this thing my son and lot of canadian citizen student in george brown college could not get CO-OP so they could not carry on education while overseas student specially Indian student got CO-OP either in my company . when i call my MMP they didn't reply so far now these student are working in Tim Horton
Identity Attack0.052035484
Insult0.025413504
Profanity0.014259194
Threat0.006848133
Severe Toxicity0.0020980835
Low Tox 0.08083374 Constructive 0.662 Personal_Narrative
Oct 6, 2025 IRCC Names India in Study …
im mexican i went to canada with a work permit for a few mounts in 2024 and its true i saw a lot of people from india
im mexican i went to canada with a work permit for a few mounts in 2024 and its true i saw a lot of people from india
Identity Attack0.06795148
Insult0.017743196
Profanity0.018119188
Threat0.007029374
Severe Toxicity0.0021648407
Low Tox 0.08083374 Constructive 0.525 Personal_Narrative
Jan 27, 2026 10 likes Inside Canada's Indian Invasion...
The guy at 3:15 is looking at things with a bit of romantic hindsight. He has no idea what it was like back in the thirties and I'm sure they were taking a lot of …
The guy at 3:15 is looking at things with a bit of romantic hindsight. He has no idea what it was like back in the thirties and I'm sure they were taking a lot of welfare and engaging in crime back then. He just never saw it.
Identity Attack0.0065486208
Insult0.028061481
Profanity0.017504321
Threat0.008362788
Severe Toxicity0.0017166138
Low Tox 0.079250954 Constructive 0.64 Moral_Argument
Dec 11, 2025 Inside Canada's Indian Metropolis (Brampton)
what I've noticed is that I get sick a lot more often from the fast food places that have been taken over.
what I've noticed is that I get sick a lot more often from the fast food places that have been taken over.
Identity Attack0.0052906936
Insult0.026702631
Profanity0.019485557
Threat0.0075083673
Severe Toxicity0.0017356873
Low Tox 0.077668175 Constructive 0.518 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
I've never had any problems with the Indians they are hard working the farms and have lots of small mom and pop shops They are quiet and hard working .
I've never had any problems with the Indians they are hard working the farms and have lots of small mom and pop shops They are quiet and hard working .
Identity Attack0.05976611
Insult0.021159383
Profanity0.028503597
Threat0.008013252
Severe Toxicity0.0033569336
Low Tox 0.07687678 Constructive 0.689 Solidarity
Sep 19, 2025 6 likes Inside Canada's Indian Metropolis (Brampton)
I worked with a lot of refugees and asylum seekers. They are generally allowed to work hwhilst waiting on their claim to be processed. My experience was they are very hard working, smart and ambitious. …
I worked with a lot of refugees and asylum seekers. They are generally allowed to work hwhilst waiting on their claim to be processed. My experience was they are very hard working, smart and ambitious. Not settling for just collecting welfare or hwhat-not. They are net contributors to Canadian society. Fortunately, the ones I knew had their claims approved. But hwhat if they didn't? hWhat if they lied/exaggerated about the persecution back home. They're still productive members of society. hWhy send em back? Better yet: Don't make em lie in the first place! Let them live and work here indefinitely just because they want to.
Identity Attack0.018470341
Insult0.03235855
Profanity0.017572641
Threat0.0069516995
Severe Toxicity0.001783371
Low Tox 0.07608539 Constructive 0.842
Dec 29, 2025 1 likes Deportations From Canada at Their …
am an aerospace engineeer am from subsahara africa i never new we are categorised like that by canadians . And we have a lot of them immigrating here
am an aerospace engineeer am from subsahara africa i never new we are categorised like that by canadians . And we have a lot of them immigrating here
Identity Attack0.060675595
Insult0.019225692
Profanity0.011816809
Threat0.006330303
Severe Toxicity0.0017642975
Low Tox 0.07608539 Constructive 0.6 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
A lot of them don’t care how they drive,speeding in construction zones, passing in construction zones. Funny thing after more and more immigrants here in Canada ICBC switched to no fault insurance
A lot of them don’t care how they drive,speeding in construction zones, passing in construction zones. Funny thing after more and more immigrants here in Canada ICBC switched to no fault insurance
Identity Attack0.039714564
Insult0.02425329
Profanity0.012517073
Threat0.0063108844
Severe Toxicity0.0016403198
Low Tox 0.075294 Moderate Con 0.449
Aug 26, 2025 3 likes Why Canadians Are Turning Against …
I've lived in Surrey BC for most of my life, I'm an avid outdoors enthusiast and like most Canadians respect and admire nature's beauty. Years ago they built a pond on an undeveloped lot next …
I've lived in Surrey BC for most of my life, I'm an avid outdoors enthusiast and like most Canadians respect and admire nature's beauty. Years ago they built a pond on an undeveloped lot next to my neighborhood. It was a beautiful addition to the town as it allowed wildlife a place to find shelter, while giving us a little nature loop within walking distance. On multiple occasions I have caught people dumping literal truckloads of their households' trash into this small forest on a backroad I frequent. When confronted they laugh it off, and generally don't appear to see that what they're doing is wrong. The pond itself is also filled with crap, despite the posted signs informing of the harm this causes the ecosystem. From my (and most people who live here) experience it is overwhelmingly a single demographic that is responsible for the uncleanness in our shared spaces. Any BC resident can tell you about the access to beautiful nature we are privileged to, and I hate more than anything to see it being desecrated in the way I have. Most people will not speak up about this.
Identity Attack0.0056236745
Insult0.034562174
Profanity0.02023706
Threat0.0067251488
Severe Toxicity0.0017261505
Low Tox 0.07450261 Constructive 0.806 Personal_Narrative
Jan 27, 2026 460 likes Inside Canada's Indian Invasion...
Obviously a lot of $$$ were made lol .. by vested interests who opened the gates ? 😁
Obviously a lot of $$$ were made lol .. by vested interests who opened the gates ? 😁
Identity Attack0.0043102503
Insult0.026831545
Profanity0.02249157
Threat0.0072365063
Severe Toxicity0.0019836426
Low Tox 0.07371122 Low Con 0.185 Unverified_Claim
Jun 23, 2025 How Canada broke its immigration …
lol i have a lot of family in brampton
lol i have a lot of family in brampton
Identity Attack0.013244915
Insult0.020901557
Profanity0.043916557
Threat0.0076766624
Severe Toxicity0.0030708313
Low Tox 0.071337044 Moderate Con 0.418 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
They are a lot in every province, city's and they are working to fellow Indians under the table
They are a lot in every province, city's and they are working to fellow Indians under the table
Identity Attack0.060220852
Insult0.02264188
Profanity0.017162729
Threat0.00746953
Severe Toxicity0.0023269653
Low Tox 0.069754265 Constructive 0.597 Unverified_Claim
Sep 29, 2025 IRCC Names India in Study …
The Shirtless guy’s neighbors house look well taken care of. What mess they make inside is not bothering him. 14 people in a home in that home is lot but nothing excessive.
The Shirtless guy’s neighbors house look well taken care of. What mess they make inside is not bothering him. 14 people in a home in that home is lot but nothing excessive.
Identity Attack0.004920715
Insult0.03158728
Profanity0.013951761
Threat0.0067057298
Severe Toxicity0.0012302399
Low Tox 0.069754265 Moderate Con 0.371 Personal_Narrative
Oct 8, 2025 14 likes Inside Canada's Indian Metropolis (Brampton)
It is WIIILLLLDDD how accurate this is.. it’s sad. Every province is like this. I’m from Saskatchewan 🇨🇦 every Tim Hortons is like that, and sadly a lot of people have boycotted there now.
It is WIIILLLLDDD how accurate this is.. it’s sad. Every province is like this. I’m from Saskatchewan 🇨🇦 every Tim Hortons is like that, and sadly a lot of people have boycotted there now.
Identity Attack0.011173353
Insult0.024768941
Profanity0.015932998
Threat0.0069516995
Severe Toxicity0.0017356873
Low Tox 0.069754265 Constructive 0.65 Personal_Narrative
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
All jobs and homes are taken away lot of Canadians going through homelessness, jobless sleeping in their Car can’t find a place to rent 95% of Landlords doing Airbnb 1 single room 1500-$1600/m who can …
All jobs and homes are taken away lot of Canadians going through homelessness, jobless sleeping in their Car can’t find a place to rent 95% of Landlords doing Airbnb 1 single room 1500-$1600/m who can afford..? 🤔 it’s chaos
Identity Attack0.026408968
Insult0.02708937
Profanity0.01084327
Threat0.0065568537
Severe Toxicity0.0016307831
Low Tox 0.06896287 Moderate Con 0.451
Aug 25, 2025 73 likes Why Canadians Are Turning Against …
Accountability should fall on the Government of Canada. They stopped screening properly. There used to be a point system that determined who could immigrate, and it actually worked. I’m of Pakistani descent, born and raised …
Accountability should fall on the Government of Canada. They stopped screening properly. There used to be a point system that determined who could immigrate, and it actually worked. I’m of Pakistani descent, born and raised here, and when I’m in Brampton and walk into a Circle K, people start speaking to me in Hindi or Punjabi right away — it’s a trip. At the same time, I’m not saying everyone coming is bad. A lot of international students and new immigrants are hardworking people who want to build a better life. But plenty are also gaming the system. The real issue is that Canada messed up by letting in too many at once, with no structure to help them assimilate. When there’s no integration, no surprise people just act like they’re back home.
Identity Attack0.037909906
Insult0.02618698
Profanity0.015693882
Threat0.007301235
Severe Toxicity0.0018024445
Low Tox 0.067380086 Constructive 0.77 Policy_Critique
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)

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.