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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: "They have no rights to …" 837 comments · Page 6 of 34
And they are only taking immigrants in our Military First right now!??? My son tried to join the CF he is educated and a pro fighter! they told him sorry , we will put you …
And they are only taking immigrants in our Military First right now!??? My son tried to join the CF he is educated and a pro fighter! they told him sorry , we will put you on a waiting list because they are taking immigrants first! WTF!??? WEF Agenda!
Identity Attack0.2964622
Insult0.35016364
Profanity0.41194582
Threat0.028206514
Severe Toxicity0.023082556
Moderate 0.47119883 Constructive 0.607 Unverified_Claim
Aug 26, 2025 Why Canadians Are Turning Against …
wake up folks and get this maggot prime minister trudeau OUT! If he has his way... refugees will have the right to vote....buying votes is illegal!!
wake up folks and get this maggot prime minister trudeau OUT! If he has his way... refugees will have the right to vote....buying votes is illegal!!
Identity Attack0.16801116
Insult0.5130944
Profanity0.16217725
Threat0.018019408
Severe Toxicity0.020127986
Moderate 0.46982017 Low Con 0.257 Insult
Jan 26, 2019 2 likes How much do refugees and …
Why don't you tell the real story in India they have guys right in the airports selling you fake id and passports to get in to Canada. This is a business to india to come …
Why don't you tell the real story in India they have guys right in the airports selling you fake id and passports to get in to Canada. This is a business to india to come to Canada and scam people not all but most are scammers.
Identity Attack0.38318536
Insult0.5129801
Profanity0.094542764
Threat0.010291707
Severe Toxicity0.017287504
Moderate 0.46716887 Constructive 0.542 Insult Unverified_Claim
Dec 24, 2025 31 likes Deportations From Canada at Their …
Hate to say it, but bike guy is right. I work in a (genuinely) diverse area and African men are by far the worst customers. Incredibly condescending, interrupt me constantly, and if they have a …
Hate to say it, but bike guy is right. I work in a (genuinely) diverse area and African men are by far the worst customers. Incredibly condescending, interrupt me constantly, and if they have a wife/girlfriend with them, they're constantly berating her. I've found Indians are cheap but generally polite, the biggest problem is that there's just too damn many of them and they don't assimilate, so you become a stranger in your own hometown when they move in. I remember looking for a place to get takeout around my boyfriend's house and it was literally 90% Indian food, 10% pizza with butter chicken and tandoori toppings.
Identity Attack0.5135796
Insult0.4339631
Profanity0.4113413
Threat0.035113025
Severe Toxicity0.09649272
Moderate 0.46716887 Constructive 0.798 Identity Attack Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Trump is just right squeezing India US migration. They’re masters of fraudulence.
Trump is just right squeezing India US migration. They’re masters of fraudulence.
Identity Attack0.46028158
Insult0.4710501
Profanity0.0935729
Threat0.016120117
Severe Toxicity0.023076924
Moderate 0.46716887 Low Con 0.141 Unverified_Claim
Sep 29, 2025 IRCC Names India in Study …
As a once proud Canadian, the guy said everything every Canadian feels. He is also right about Sikhs being better than Africans. The Somalis and Eritreans are actually intolerable and have no respect at all …
As a once proud Canadian, the guy said everything every Canadian feels. He is also right about Sikhs being better than Africans. The Somalis and Eritreans are actually intolerable and have no respect at all for their host country. Deport them all please. Thank you for speaking your mind based biker man and may someone buy you a Pilsner if ever in the prairies 🫡
Identity Attack0.55044734
Insult0.40243408
Profanity0.054938845
Threat0.063352615
Severe Toxicity0.029626917
Moderate 0.45921504 Constructive 0.753 Identity Attack Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
''great replacement is a myth and far right a conspiracy theory'' is what they say in media but people aint stupid, our eyes do not lie.
''great replacement is a myth and far right a conspiracy theory'' is what they say in media but people aint stupid, our eyes do not lie.
Identity Attack0.011987305
Insult0.5130944
Profanity0.2801717
Threat0.0086087575
Severe Toxicity0.010223389
Moderate 0.45761138 Low Con 0.299 Insult Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
PLEASE deport all of those 1 billion Indian "international students " RIGHT NOW! I can see them everywhere, I'm afraid to find one of them when I open my fridge !🤬🤬
PLEASE deport all of those 1 billion Indian "international students " RIGHT NOW! I can see them everywhere, I'm afraid to find one of them when I open my fridge !🤬🤬
Identity Attack0.5075293
Insult0.33154017
Profanity0.15724123
Threat0.2330281
Severe Toxicity0.05025077
Moderate 0.45761138 Moderate Con 0.416 Identity Attack
Sep 29, 2025 IRCC Names India in Study …
Why is racism normal when it comes to Indian people Indian people are not dirty people just because a very small amount o them eat a small amount of poo because of religious regions and …
Why is racism normal when it comes to Indian people Indian people are not dirty people just because a very small amount o them eat a small amount of poo because of religious regions and Canada won't become Indian just because there are Indiana people in Canada I bet native people dint want Canada to become like england oh that's racist but its not when it's said about Indian people right And they moved away from Indian because Indian at lest in the video I see you don't live you survive so why would they not move to a better country so they can live and there kids can live
Identity Attack0.48915586
Insult0.42743355
Profanity0.2317999
Threat0.025443908
Severe Toxicity0.044870634
Moderate 0.45757914 Constructive 0.597 Moral_Argument
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Illegal should be deported right away My goodness ruining everything
Illegal should be deported right away My goodness ruining everything
Identity Attack0.5108175
Insult0.29383746
Profanity0.12286829
Threat0.18281023
Severe Toxicity0.024350211
Moderate 0.4575469 Low Con 0.27 Identity Attack
Sep 30, 2025 IRCC Names India in Study …
Can you do it same with black Canadians/Chinese Canadians 😂 ohoooo it will be racist right ?
Can you do it same with black Canadians/Chinese Canadians 😂 ohoooo it will be racist right ?
Identity Attack0.54151535
Insult0.26957804
Profanity0.079025
Threat0.01254427
Severe Toxicity0.023076924
Moderate 0.4575469 Low Con 0.226 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
A lot of this is racist. There's also a lot of hypocrisy. You white people invade the United States of America and Canada coming in by the thousands and completely took over both countries, and …
A lot of this is racist. There's also a lot of hypocrisy. You white people invade the United States of America and Canada coming in by the thousands and completely took over both countries, and then you sit here and complain that you're being invaded. Are you guys for real. You invaded first, so you don't have a right to complain. You know who else felt like strangers in their own country? The native Canadians and the Native Americans.
Identity Attack0.4907465
Insult0.41767508
Profanity0.06796519
Threat0.009048914
Severe Toxicity0.021419114
Moderate 0.45751464 Constructive 0.511 Moral_Argument
Feb 28, 2026 3 likes Inside Canada's Indian Invasion...
Tyler, you did right. You would’ve been nuts to stay in that ‘safehouse’. And make no mistake about it—our government knows EXACTLY what the fuck is going on. As a Canadian, I’d like to thank …
Tyler, you did right. You would’ve been nuts to stay in that ‘safehouse’. And make no mistake about it—our government knows EXACTLY what the fuck is going on. As a Canadian, I’d like to thank you for posting this!
Identity Attack0.034042787
Insult0.36798462
Profanity0.5013569
Threat0.008686432
Severe Toxicity0.023076924
Moderate 0.45751464 Constructive 0.572 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
I will never ever understand why white people are responsable for others problems. Indian are making a lot of kids than they send them into white countries as ” students ”. Like this every white …
I will never ever understand why white people are responsable for others problems. Indian are making a lot of kids than they send them into white countries as ” students ”. Like this every white country fall, one by one. Neo marxism is destroying EU right now as well. Those white leaders from many countries now are just a bounch of nobodies.
Identity Attack0.5135796
Insult0.38406035
Profanity0.19770569
Threat0.03304107
Severe Toxicity0.023076924
Moderate 0.45703048 Moderate Con 0.351 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Thanks for shining a light on one of our biggest problems.Bro on the bike is SO right about; at least the Indians/Sikhs over muzzys and africans.
Thanks for shining a light on one of our biggest problems.Bro on the bike is SO right about; at least the Indians/Sikhs over muzzys and africans.
Identity Attack0.55044734
Insult0.36365277
Profanity0.19278693
Threat0.045572113
Severe Toxicity0.03321367
Moderate 0.45549932 Constructive 0.686 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
We have tried to stop it but they have rights , wtf
We have tried to stop it but they have rights , wtf
Identity Attack0.019977676
Insult0.123407245
Profanity0.49259362
Threat0.010214032
Severe Toxicity0.023076924
Moderate 0.45396814 Moderate Con 0.327
Aug 25, 2025 5 likes Why Canadians Are Turning Against …
White dude, mid 30s, still stuck in Brampton.. I can't even watch this video to the end because my hearts racing, I'm pissed anytime I think of how my community was raped by packies. (while …
White dude, mid 30s, still stuck in Brampton.. I can't even watch this video to the end because my hearts racing, I'm pissed anytime I think of how my community was raped by packies. (while they laugh at us good Canadians) - The funny partt is, if we forced them out like UK is planning to do, they would crumble in a second, I grew up with indians who were born here, their families came the right way and assimilated and even THEY hate the over-immigration and pure indians coming influx.
Identity Attack0.4931391
Insult0.37960073
Profanity0.2813443
Threat0.13329996
Severe Toxicity0.048457388
Moderate 0.45090583 Constructive 0.601 Personal_Narrative
Feb 21, 2026 Inside Canada's Indian Invasion...
Old European immigrants hate the Indian immigrants, old Indian immigrants hate the new Indian immigrants--seems like the common denominator is that everyone hates change. Which is their right, but it just feels ridiculous looking in …
Old European immigrants hate the Indian immigrants, old Indian immigrants hate the new Indian immigrants--seems like the common denominator is that everyone hates change. Which is their right, but it just feels ridiculous looking in from the outside.
Identity Attack0.46028158
Insult0.4378843
Profanity0.15724123
Threat0.009696201
Severe Toxicity0.016900165
Moderate 0.45090583 Moderate Con 0.455
Oct 13, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
We can no longer fix this issue because the majority or our country is IMMIGRANTS! They literally can out vote real Canadians. We have lost our country. The west doesn’t even get a say in …
We can no longer fix this issue because the majority or our country is IMMIGRANTS! They literally can out vote real Canadians. We have lost our country. The west doesn’t even get a say in federal politics…immigration is a multi billion dollar industry. There is nothing left in this country for our children and I am truly scared to grow old here with millions of immigrants who hate us and our country, running everything and filling our medical system. Whites are blames for being racist yet anyone with common sense can see whites are the LEAST racist of all. We are doomed, and quite honestly this country isn’t worrh fighting for…we don’t have free speech or the right to self preservation for a country that won’t stfu about ‘human rights’
Identity Attack0.5135796
Insult0.39743927
Profanity0.089370176
Threat0.012181788
Severe Toxicity0.023076924
Moderate 0.4475325 Constructive 0.502 Identity Attack Fear_Threat
Feb 17, 2026 2 likes LILLEY UNLEASHED: The fall of …
Whaoh colonizers of North America talking about assimilation. Like yeah when white devils came to america they assimilated with the natives right
Whaoh colonizers of North America talking about assimilation. Like yeah when white devils came to america they assimilated with the natives right
Identity Attack0.50125694
Insult0.37392882
Profanity0.26624632
Threat0.021990653
Severe Toxicity0.02416241
Moderate 0.44573322 Low Con 0.275 Identity Attack
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
I LOVE the fact that the bike guy said Indians are at least better than Muslims and Africans 🤣🤣🤣. He is well informed on the different cultures. As a Canadian people here always complain about …
I LOVE the fact that the bike guy said Indians are at least better than Muslims and Africans 🤣🤣🤣. He is well informed on the different cultures. As a Canadian people here always complain about Indians rightfully so and I always say hey we have Muslim refugees sneaking in here under the radar cuz all eyes are on the Indians.
Identity Attack0.55044734
Insult0.28997475
Profanity0.0935729
Threat0.012337137
Severe Toxicity0.023076924
Moderate 0.44573322 Constructive 0.673 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
You know y’all are just racists right?
You know y’all are just racists right?
Identity Attack0.36598656
Insult0.4196762
Profanity0.16450337
Threat0.008815889
Severe Toxicity0.022064678
Moderate 0.44393396 Low Con 0.242 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Every fast food place in Mississauga and Brampton is owned and operated by racist Indian people this started to happen right after Justin Trudeau was elected in 2015
Every fast food place in Mississauga and Brampton is owned and operated by racist Indian people this started to happen right after Justin Trudeau was elected in 2015
Identity Attack0.50917345
Insult0.36798462
Profanity0.050429728
Threat0.007754337
Severe Toxicity0.020257099
Moderate 0.4421347 Moderate Con 0.346 Identity Attack
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Im from England. We have this problem here but with muslims. But I don't thing America has a right to speak against immigrantion when every white American comes from Europe. Nothing wrong with it, but …
Im from England. We have this problem here but with muslims. But I don't thing America has a right to speak against immigrantion when every white American comes from Europe. Nothing wrong with it, but America isn't a white country it's a big melting pot of different races.
Identity Attack0.53446084
Insult0.32211447
Profanity0.22792831
Threat0.028379176
Severe Toxicity0.02439716
Moderate 0.44039994 Constructive 0.771 Identity Attack Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
As an immigrant... Canada/Canadian are very polite and respectful people... Its way different back home ... but what this people did to this place is disgusting... changing the norms, forcing your cutlure... Us immigrants are …
As an immigrant... Canada/Canadian are very polite and respectful people... Its way different back home ... but what this people did to this place is disgusting... changing the norms, forcing your cutlure... Us immigrants are toxic... and I do believe its our fault why they are mad about this... people crapping all over the place... fishing without license, srinky rented houses aometimes getting destroyed, crime rate have gone high, over crowded city because immigrants grying to get as much family members as they can... WE FORGOT TO RESPECT THIS PLACE... no matter what... this is their place respect it... if you cant dont come here go home... back there you can do whatever you want... and please migrants youre not entitled here... Canada just gave you a chance its not a privilege its not rights... respect respect respect... you adapt not them
Identity Attack0.40447855
Insult0.47384647
Profanity0.17987521
Threat0.011094344
Severe Toxicity0.023076924
Moderate 0.44039994 Constructive 0.652 Personal_Narrative
Aug 27, 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.