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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: "why would you do this …" 1,058 comments · Page 22 of 43
The powers that be...also dincentivize marriage. Beause it would lower the cost of living. They love slavery via debt...
The powers that be...also dincentivize marriage. Beause it would lower the cost of living. They love slavery via debt...
Identity Attack0.099072486
Insult0.07016616
Profanity0.024814399
Threat0.012130005
Severe Toxicity0.0064086914
Low Tox 0.22712809 Moderate Con 0.307
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Just a quick reminder: Indians are not a minority, they're a GLOBAL MAJORITY 3 mil Indians could immigrate to each and every country on Earth and they would still have about a billion Indians left …
Just a quick reminder: Indians are not a minority, they're a GLOBAL MAJORITY 3 mil Indians could immigrate to each and every country on Earth and they would still have about a billion Indians left "at home"
Identity Attack0.27701542
Insult0.05262003
Profanity0.045670103
Threat0.010938995
Severe Toxicity0.009269714
Low Tox 0.22712809 Moderate Con 0.387 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
For years I goaded my liberal mate here in rural AB. Tongue firmly in cheek. That the conspiracy theory Project Kali was a real thing. That’s to say the shadowy Indian Illuminati are orchestrating a …
For years I goaded my liberal mate here in rural AB. Tongue firmly in cheek. That the conspiracy theory Project Kali was a real thing. That’s to say the shadowy Indian Illuminati are orchestrating a takeover of Canada with the assistance of quisling politicians. The very ones he votes for by-the-way. Kali is funded by rich Indian billionaires. End-game 2100. When Canada be little more than offshore state of India. Well recently his son was laid off from his job. Replaced by a lower paid Indian worker as prophesied would gradually happen to native workers by whoever outed Project Kali four decades back. Low & behold his lad is now looking to move overseas. Surprise, surprise. My mate has become a big believer in Project Kali. Now even wants an Alberta free of Ottawa.
Identity Attack0.14661247
Insult0.1469393
Profanity0.026454043
Threat0.009955117
Severe Toxicity0.0061798096
Low Tox 0.22311419 Constructive 0.529 Unverified_Claim
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
It wasn't long ago when simply talking about the Indian invasion in Canada would get you silenced. Thanks Tyler!
It wasn't long ago when simply talking about the Indian invasion in Canada would get you silenced. Thanks Tyler!
Identity Attack0.23922618
Insult0.06858205
Profanity0.01620627
Threat0.008789998
Severe Toxicity0.0052261353
Low Tox 0.22177623 Moderate Con 0.49 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
What do you mean why? If the population of white people is shrinking that's something to be concerned about but i assume most people immigrants in Canada are legal and if there are illegal people …
What do you mean why? If the population of white people is shrinking that's something to be concerned about but i assume most people immigrants in Canada are legal and if there are illegal people its the governments fault. I like that the video was covering all aspects of the story and differing opinions but the only grievance i saw was racism, other things can be tackled by application of law. And most immigrants would be afraid to break the law.
Identity Attack0.2781757
Insult0.061101943
Profanity0.018255826
Threat0.007857903
Severe Toxicity0.0045204163
Low Tox 0.22043827 Constructive 0.805
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
My guess is most Indians want to come to Canada. Most Canadians would never want to go to India. That should tell you something. have Trudeau and Carney go live in Brampton..
My guess is most Indians want to come to Canada. Most Canadians would never want to go to India. That should tell you something. have Trudeau and Carney go live in Brampton..
Identity Attack0.2764353
Insult0.05262003
Profanity0.01442999
Threat0.008246276
Severe Toxicity0.005378723
Low Tox 0.22043827 Moderate Con 0.38 Comparative_Framing
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Let me ask this: If the majority of the population of Brampton were Irish immigrants instead of Indian immigrants, would that be okay with you?
Let me ask this: If the majority of the population of Brampton were Irish immigrants instead of Indian immigrants, would that be okay with you?
Identity Attack0.27778897
Insult0.056719027
Profanity0.026180768
Threat0.0076507707
Severe Toxicity0.005874634
Low Tox 0.2191003 Moderate Con 0.34 Moral_Argument
Nov 1, 2025 Inside Canada's Indian Metropolis (Brampton)
It's true though. I couldn't get a job for over two years, I applied EVERYWHERE, they would say they're not hiring, then a week later I'll see a new worker or two being trained and …
It's true though. I couldn't get a job for over two years, I applied EVERYWHERE, they would say they're not hiring, then a week later I'll see a new worker or two being trained and guess what? they're indian/punjab (sorry, unsure all the proper terms of people or the differences). Not to mention that they treat indigenous women the way they would back home.... Pretty much every person I know (I'm indigenous and have experienced it myself) has experienced some sort of harassment or assault or whateva with them... And yes, I know it's not all of them, I also know some great people that are indian/punjab but I'm not going to act like there isn't a problem....... Then people think indigenous people get "hand outs"... I was broke for over two years, I tried welfare, it's not as easy as it seems to people lol Also, I'm sure I'm wrong, but I always assumed Immigration was like... reserved for people that need it kind of like refugees.
Identity Attack0.23770751
Insult0.07808672
Profanity0.07740857
Threat0.012699619
Severe Toxicity0.008277893
Low Tox 0.21508642 Constructive 0.838 Personal_Narrative
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
See I'm conflicted now actually. So you're saying these Indian communities are providing free resources at large scales for food and hospitality that aren't being taken advantage of by the homeless and impoverished white population? …
See I'm conflicted now actually. So you're saying these Indian communities are providing free resources at large scales for food and hospitality that aren't being taken advantage of by the homeless and impoverished white population? I'm not sure where the problem starts here.. because to be quite honest the rest of the country isn't necessiraly like this. Places like Hamilton and Toronto are incredibly mixed, where I'm not sure there is a minority, and places such as Welland, st Catherine's, Niagara, Langley, are still largely white. At what point do we look at people who are choosing to live on the streets and do drugs and say they are not taking advantage of the resources and opportunities being provided to them? And Brampton has been this way, to be honest, for 20 years. At what point do we accept that this is now Brampton, and that the country offers a lot of diversity for those who would choose to not live in it.
Identity Attack0.26155844
Insult0.06858205
Profanity0.036401358
Threat0.0082074385
Severe Toxicity0.005836487
Low Tox 0.21508642 Constructive 0.819
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
maybe if the police pointed them back instead of assisting with their bags they would stop coming
maybe if the police pointed them back instead of assisting with their bags they would stop coming
Identity Attack0.01087737
Insult0.033570543
Profanity0.028503597
Threat0.2836219
Severe Toxicity0.008621216
Low Tox 0.21241048 Low Con 0.286 Call_To_Action
Jan 5, 2026 83 likes Migrants cross into Canada near …
brother get all back on the bus and go back please Canada would be a lot better off
brother get all back on the bus and go back please Canada would be a lot better off
Identity Attack0.051808115
Insult0.0820023
Profanity0.01893901
Threat0.020091362
Severe Toxicity0.0074768066
Low Tox 0.21107252 Moderate Con 0.343 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The problem is that Canada didn't just take immigrants from India, they took in criminals in the name of "asylum". In certain parts of India, there used to be small-scale separatist movements, back in 1970s …
The problem is that Canada didn't just take immigrants from India, they took in criminals in the name of "asylum". In certain parts of India, there used to be small-scale separatist movements, back in 1970s and 1980s. Senior Trudeau saw this as an opportunity to vent his frustration for India's not signing of NPT . So the guy kept giving "asylum" to the violent separatists, to "teach India a lesson" (Yeahh... sure) Gradually, it became so that once you have gained enough rep in organised crime, drug trade, so that it's difficult for you to stay under the radar in India, running from law enforcement, you would run to Canada, UK or Australia, and ask for asylum, with whatever reason. And those countries, in their stupid sense of righteousness, would accept it without any background checks. Now, yes, it's a trouble for us (good job), because most of the gang leaders are hiding away in these countries, running their operations remotely. Indian officials are only able to nab the low-level gang members. But it also means that these countries now ALSO have the worst criminals in their cities. And once they settle down, they will do what they know best .... crimes. And gradually they become a problem for their host countries, as well as other Indians in these countries. (Whenever Khalistanis do any parade, they force other Indian families to put up their yellow flags on their homes, to make it look like they have massive support) It's not good for anyone, but these countries have put themselves in a position from which they have no idea how to extricate themselves. Sure, you may blame Indians. But we were literally asking you to send those criminals back, and you refused to do so. Now they are your problem. If they create problems for us, then maybe, they will drop de** in some parking lot. But apart from that, most of their activities are going to be Canada's problem to deal with. They are already turning the streets of Canada into a drug paradise, hurting the young people of both local and Indian origins. Such a waste of life and potential.
Identity Attack0.17303948
Insult0.12159709
Profanity0.023789622
Threat0.01101667
Severe Toxicity0.005493164
Low Tox 0.21107252 Constructive 0.659
Sep 19, 2025 8 likes Inside Canada's Indian Metropolis (Brampton)
This is terrible and I don't understand why the government would only take Indian students about 90% of the international students were from India and uneducated and non-verified credentials. I don't understand was the government …
This is terrible and I don't understand why the government would only take Indian students about 90% of the international students were from India and uneducated and non-verified credentials. I don't understand was the government too much worried about the money they will be bringing I don't understand like this has the real Cause of the trouble for everyone why you only would take so much of the Indian students why not the rest of the world if you really want to help your new your universities to pay off their salaries and run and those new Indian breed that is coming they are really not ready to come to the Canada illiterate people.
Identity Attack0.11976352
Insult0.077136256
Profanity0.06946823
Threat0.010757755
Severe Toxicity0.00705719
Low Tox 0.20839658 Constructive 0.605
Sep 29, 2025 IRCC Names India in Study …
6:50 arrest em like any other country would Y'all give em leeway to do as they please , cuz inclusivity? They are not in India , they should live according to Canada ,
6:50 arrest em like any other country would Y'all give em leeway to do as they please , cuz inclusivity? They are not in India , they should live according to Canada ,
Identity Attack0.18313584
Insult0.054376744
Profanity0.023174755
Threat0.036839653
Severe Toxicity0.0075531006
Low Tox 0.20705862 Moderate Con 0.323 Policy_Critique
Feb 13, 2026 Inside Canada's Indian Invasion...
I get a lot of mail for my job. Over the past year, all of the delivery guys in my area (Nova Scotia) have slowly been swapped for Indian men. I try to interact with …
I get a lot of mail for my job. Over the past year, all of the delivery guys in my area (Nova Scotia) have slowly been swapped for Indian men. I try to interact with them on friendly terms as I did with all of the folks that used to deliver my packages. They generally completely disregard me, don't look at me, don't smile, act completely aloof and cold, throw the package on my deck, sit in their truck on their phone for 10-15 minutes, and then rip out (generally driving over my grass) and speed down the road texting all the while. It is a drastic, drastic change we are being forced to swallow. I'm sure CBC would call me alt-right just for daring to ponder that fact, but it is the reality of the situation. Gas on the flames of a housing/ inflation crisis. It is absolute unchecked insanity.
Identity Attack0.18313584
Insult0.082866095
Profanity0.12727508
Threat0.03373172
Severe Toxicity0.011367798
Low Tox 0.2043827 Constructive 0.687
Nov 16, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Most of those "Indians" would tell you they aren't Indian but rather Punjabi (the latter being their ethnicity, whereas Indian was their former nationality).
Most of those "Indians" would tell you they aren't Indian but rather Punjabi (the latter being their ethnicity, whereas Indian was their former nationality).
Identity Attack0.28034934
Insult0.06459839
Profanity0.03915693
Threat0.00814271
Severe Toxicity0.0065231323
Low Tox 0.2043827 Moderate Con 0.395
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
If some guy handed you an invitation to a party at his house, and there, after an hour, someone approaches saying , 'I hate to tell you, but you WERE'NT actually invited and your invitation …
If some guy handed you an invitation to a party at his house, and there, after an hour, someone approaches saying , 'I hate to tell you, but you WERE'NT actually invited and your invitation is fake, and although the guy who invited you DOES HALF OWN the house, but it is HIS BROTHER hosting the party, and your friend, whenever his brother holds a party prints out fake invitations. And then after being told to just STAY PUT, after thinking that you would like to just leave, the guy who explained this comes over to tell you that since your friend IS half owner of the house, that you are ALLOWED TO STAY, but preferably if you could just walk a long narrow hallway in sit in the large roomy storage closet. Maybe then, you think it preferable to just leave, but IT MIGHT BE CONSTRUED that you are making A BIG FUSS about leaving, and this would be BEING RUDE to the people WHO TOOK QUITE A BIT OF TIME to help you sort out YOUR DILEMMA, and IF you DO leave, you might NOT EVER be invited back again, and if you AREN'T invited back, MAYBE someone who saw you AT THE PARTY: LIKES YOU, and will go around LOOKING FOR YOU, even to the points of looking through people's windows to find you, and WHAT IF this would happen at like 3am, and maybe you should JUST TRY TO enjoy your stay in the broom closet BECAUSE someone who DOES LIKE YOU would wait and be able to SPOT YOU and say 'hi' AS YOU EXIT the main entrance, if that is the only exit.
Identity Attack0.014249804
Insult0.0816321
Profanity0.10982819
Threat0.011767523
Severe Toxicity0.008277893
Low Tox 0.20335422 Constructive 0.667 Humor_Satire
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
First nation, Inuits (Siberian, Chinese) would probably have said the same about white European settlers.
First nation, Inuits (Siberian, Chinese) would probably have said the same about white European settlers.
Identity Attack0.23922618
Insult0.035443626
Profanity0.040910475
Threat0.0101363575
Severe Toxicity0.005760193
Low Tox 0.20312156 Moderate Con 0.407 Moral_Argument
Jan 27, 2026 7 likes Inside Canada's Indian Invasion...
the funny thing is that this would never be allowed in India with mass migration
the funny thing is that this would never be allowed in India with mass migration
Identity Attack0.22631748
Insult0.036435258
Profanity0.043415543
Threat0.009747985
Severe Toxicity0.007019043
Low Tox 0.2028889 Low Con 0.247 Comparative_Framing
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
Carney needs to be fired ASAP or captured by Trump. Either would work for me
Carney needs to be fired ASAP or captured by Trump. Either would work for me
Identity Attack0.0075105648
Insult0.06477321
Profanity0.01982715
Threat0.13815513
Severe Toxicity0.005836487
Low Tox 0.20265625 Low Con 0.156
Jan 13, 2026 Canada’s new rules in 2026
The bizarre thing is, why didn't the Dutch and Portuguese guys stay in their own country in the first place? They would have been far better off. They are immigrants themselves....
The bizarre thing is, why didn't the Dutch and Portuguese guys stay in their own country in the first place? They would have been far better off. They are immigrants themselves....
Identity Attack0.23011416
Insult0.06267534
Profanity0.022013342
Threat0.0069516995
Severe Toxicity0.0049591064
Low Tox 0.20219094 Moderate Con 0.332
Oct 21, 2025 9 likes Inside Canada's Indian Metropolis (Brampton)
It’s sad being a born Canadian and watching the land I love turn into an income battleground. Nobody wants to hire someone with the thought of training. They want people with experience but won’t give …
It’s sad being a born Canadian and watching the land I love turn into an income battleground. Nobody wants to hire someone with the thought of training. They want people with experience but won’t give the experience to those who lived here and need it. They’d rather hire someone from somewhere else that has experience and then fails to follow through as the born and raised person given the opportunity would. The amount I’ve seen white people fight to work and work fighting to keep their job burning themselves out when they’re easily replaceable by someone for a fraction of the cost and needing 3 people in their place since most immigrants are extremely lazy, especially after getting the pr. I’ve watched so many eastern Indians start to work full time. Hardly do anything until they get their card then drop off the map of actual work being done only to move to Ontario. Meanwhile I apply to countless jobs and don’t get one call back in 2 years with experience. Don’t even get me started on housing..
Identity Attack0.21668483
Insult0.06652143
Profanity0.025770858
Threat0.0083886795
Severe Toxicity0.0051498413
Low Tox 0.20195828 Constructive 0.643 Personal_Narrative
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
I’m from Canada originally, a big city on the west side, and growing up the mass migration became a huge issue. There were immigrants from Middle East establishing and taking over whole sections of the …
I’m from Canada originally, a big city on the west side, and growing up the mass migration became a huge issue. There were immigrants from Middle East establishing and taking over whole sections of the city with mosques, their food, shops. That would all be fine but the issue is the cultural mentality that was being imported. My high school was filled with young men. Some of them over 20 but attending my high school and hanging out with young girls. They would establish gangs and get into fights. There was multiple stabbings at that school. At the time I dated men from Pakistan for a while and they would throw trash on the ground out the window, have parties with young girls constantly, get into fights, street race, and just generally be belligerent.
Identity Attack0.23998553
Insult0.07967083
Profanity0.032894265
Threat0.02440793
Severe Toxicity0.008430481
Low Tox 0.20126031 Constructive 0.7 Personal_Narrative
Feb 24, 2026 Inside Canada's Indian Invasion...
Dude you’re so close to where I am, I would’ve loved to have seen you out on the streets, also ever since I was a kid in the 90s, Brampton‘s always been called Bramladesh
Dude you’re so close to where I am, I would’ve loved to have seen you out on the streets, also ever since I was a kid in the 90s, Brampton‘s always been called Bramladesh
Identity Attack0.04023018
Insult0.06634661
Profanity0.08193458
Threat0.05397744
Severe Toxicity0.011444092
Low Tox 0.20102765 Constructive 0.623 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I would love to know the iq of the bike guy😢😢😢😢
I would love to know the iq of the bike guy😢😢😢😢
Identity Attack0.018269362
Insult0.06687108
Profanity0.057944927
Threat0.012492486
Severe Toxicity0.0066375732
Low Tox 0.20032968 Low Con 0.283 Humor_Satire
Feb 11, 2026 22 likes 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.