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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: "its not JUST Canada its …" 6,088 comments · Page 92 of 244
just saying i don't support hindu stuff as an Indian in canada jesus is king ✝. ( i am not a convert i was born in india moved to canada at 7 i am part …
just saying i don't support hindu stuff as an Indian in canada jesus is king ✝. ( i am not a convert i was born in india moved to canada at 7 i am part of syro-malabar church ifykyk
Identity Attack0.39773783
Insult0.083359696
Profanity0.064458095
Threat0.010757755
Severe Toxicity0.016125489
Moderate 0.3245134 Constructive 0.507 Personal_Narrative
Feb 11, 2026 1 likes Inside Canada's Indian Invasion...
Canadas a war torn country destroyed by government intervention
Canadas a war torn country destroyed by government intervention
Identity Attack0.2795294
Insult0.24493282
Profanity0.03765389
Threat0.04167421
Severe Toxicity0.0128976675
Moderate 0.3245134 Low Con 0.158 Policy_Critique
Oct 1, 2025 IRCC Names India in Study …
Well white people don't belong in Canada anyway. You belong in Europe so why target only Indians for coming to Canada?
Well white people don't belong in Canada anyway. You belong in Europe so why target only Indians for coming to Canada?
Identity Attack0.39207554
Insult0.08484049
Profanity0.02836696
Threat0.0078449575
Severe Toxicity0.00957489
Moderate 0.3245134 Low Con 0.26 Identity_Assertion
Jan 28, 2026 4 likes Inside Canada's Indian Invasion...
Tyler - was onto something but missed a HUGE story by not diving in deep enough. The Indian invasion in Canada makes the Minnesota Somalian insanity look like small potatoes. I’d be more than happy …
Tyler - was onto something but missed a HUGE story by not diving in deep enough. The Indian invasion in Canada makes the Minnesota Somalian insanity look like small potatoes. I’d be more than happy to be interviewed by Tyler.
Identity Attack0.2869935
Insult0.28997475
Profanity0.025497584
Threat0.008220384
Severe Toxicity0.0090789795
Moderate 0.3245134 Constructive 0.601
Jan 27, 2026 Inside Canada's Indian Invasion...
I think the driving in Canada and the United States has gotten crazy because of the massive amounts of immigrants that are pouring into the countries. I live in a small town in upstate New …
I think the driving in Canada and the United States has gotten crazy because of the massive amounts of immigrants that are pouring into the countries. I live in a small town in upstate New York and it’s gotten so bad to drive here. It is outrageous. We also have a extremely diverse community. Looks like a Third World country where I live no joke.
Identity Attack0.29035977
Insult0.25205973
Profanity0.06946823
Threat0.007857903
Severe Toxicity0.01083374
Moderate 0.32397532 Constructive 0.563 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Canadian immigrant from the late 80's here. This nightmare is all by design. If you want to know Canada's future, look to the UK. It's coming here. Yet Canadians keep voting Liberal!!! What's it going …
Canadian immigrant from the late 80's here. This nightmare is all by design. If you want to know Canada's future, look to the UK. It's coming here. Yet Canadians keep voting Liberal!!! What's it going to take for Canadians to wake tf up?!
Identity Attack0.28034934
Insult0.19500497
Profanity0.25367188
Threat0.009722093
Severe Toxicity0.014188796
Moderate 0.32397532 Constructive 0.528 Personal_Narrative
Aug 26, 2025 Why Canadians Are Turning Against …
Yeap, @14:35, the "population bomb" is the "mass migrations". It's so obvious, it's a slap in your face from your own government. And who is in power right now (or is in monirity, but try …
Yeap, @14:35, the "population bomb" is the "mass migrations". It's so obvious, it's a slap in your face from your own government. And who is in power right now (or is in monirity, but try to be)?! Yeap. The same guy who inspired, who puppeteer True-dow, with the famous "You'll own nothing and you'll be happy..." (or, instead, because they will be happier). The same with who participated in this globalists ideol'Orgies of their goal of NWO, implementing a "Built-Back-Better" towards "the New". And to "Built-Back-Better", you got "to implode an old one". How about never teaching how the economy, encourage abortion clinics, putting in jail people whonsee through and oppose the "easiness of it"; and as we just see, how about encouraging migrants instead of our own population?! WHEN we hear them in parlement with their ethical codes, political correctness, Never you hear about "migrants allegence towards their hosts countries". Now, we're seeing progressive and fast, what's happening when we put God aside. I remember too well what was the globalists goals on their freaking agenda. This is perfect social-engineering, which is a worldwide crime. And those bunches of "not-voted-for, selves-titled-leaders" with no sens in human respect, are total Sociopaths social-engineers"; most of them using "crooked money-landring tools" through citizens taxpayers funds, as Soros does so well with the USA IRS coalition (DISCOVERED LATELY BY THE FBI; as if the didn't know before). Just keep in mind that Carney account for his securities are in foreign countries, not even in Canada, to escape tax income. No wonder most Canadians are starting to become USA citizens. Our own government sold Canada to foreigners. If in one shot, a sudden decision, Canadians were leaving at once Canada,...
Identity Attack0.10221587
Insult0.24928534
Profanity0.12727508
Threat0.13363713
Severe Toxicity0.018836858
Moderate 0.32397532 Constructive 0.507 Unverified_Claim
Aug 30, 2025 Why Canadians Are Turning Against …
As an immigrant living in Canada for 50 years, it amazes me that Canadians are called racists when they are the ones who accepted immigrants with open arms. But immigration has gone too far. And …
As an immigrant living in Canada for 50 years, it amazes me that Canadians are called racists when they are the ones who accepted immigrants with open arms. But immigration has gone too far. And why are we only immigrating Indians and Muslims? That's not immigration, it's migration.
Identity Attack0.38215697
Insult0.15698463
Profanity0.019348921
Threat0.007573096
Severe Toxicity0.009346008
Moderate 0.32397532 Constructive 0.692
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
Watching from Kolkata, India. In my city and surrounding areas, we have illegal immigrants who are mostly Muslim Bangladeshi. They dont assimilate, hate Hindus or non muslims in general, do illegal stuff and busy in …
Watching from Kolkata, India. In my city and surrounding areas, we have illegal immigrants who are mostly Muslim Bangladeshi. They dont assimilate, hate Hindus or non muslims in general, do illegal stuff and busy in converting and reproducing so that demographic change can happen and it has happened in many districts. The government is helping them to gain vote banks. I completely understand them. Even in India we know the people that went to Canada were shady even in India. Many of them sit in Canada and issue threats to Indians and India. This is all well known.
Identity Attack0.39870077
Insult0.18107465
Profanity0.057944927
Threat0.011612174
Severe Toxicity0.013866014
Moderate 0.3234372 Constructive 0.654
Oct 8, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Indians on top 🔝 yes of course we can see that ! Canada has been abused!
Indians on top 🔝 yes of course we can see that ! Canada has been abused!
Identity Attack0.36702603
Insult0.14331897
Profanity0.054938845
Threat0.014393489
Severe Toxicity0.011138916
Moderate 0.3234372 Moderate Con 0.341
Oct 12, 2025 IRCC Names India in Study …
I am immigrant here in canada alberta I came here legally, I get my citizenship legally and I dont beg or protesting to get my PR or citizenship, I follow the rules of canada. But …
I am immigrant here in canada alberta I came here legally, I get my citizenship legally and I dont beg or protesting to get my PR or citizenship, I follow the rules of canada. But this people is doing everything that they could illegally just to stay in canada disgraceful
Identity Attack0.23239216
Insult0.26957804
Profanity0.048425674
Threat0.0075083673
Severe Toxicity0.0075149536
Moderate 0.3234372 Constructive 0.598 Personal_Narrative
Dec 7, 2025 Inside Canada's Indian Metropolis (Brampton)
Indian in"vasion ? Well it's evident from frustrated Europe"an migrants into Canada. They earn nearly half of what a well skilled Indian do.
Indian in"vasion ? Well it's evident from frustrated Europe"an migrants into Canada. They earn nearly half of what a well skilled Indian do.
Identity Attack0.3819294
Insult0.1662211
Profanity0.02392626
Threat0.007974415
Severe Toxicity0.010223389
Moderate 0.3234372 Moderate Con 0.499 Comparative_Framing
Mar 1, 2026 Inside Canada's Indian Invasion...
The Liberals and their woke ideology are ruining Canada. Canada's aging population means we need immigration, but not when things like housing, jobs, and healthcare etc are already beyond maxed out. They've been bringing in …
The Liberals and their woke ideology are ruining Canada. Canada's aging population means we need immigration, but not when things like housing, jobs, and healthcare etc are already beyond maxed out. They've been bringing in too many 'refugees'-unvetted and likely a large portion of which may not actually be refugees, and then there's the ridiculously high number of 'temporary foreign workers' - the majority of these are people with values, hygiene and morals that are not acceptable or cohesive in our country. Unfortunately many are muslim and have beliefs in sharia law which dates back to the 1400's and is primitive and contrary to our Western values and morals. I am hoping Canada is not too far gone to save (although I have my doubts).
Identity Attack0.18705739
Insult0.3388922
Profanity0.051181246
Threat0.008531082
Severe Toxicity0.008201599
Moderate 0.32289913 Constructive 0.572
Aug 25, 2025 Why Canadians Are Turning Against …
at 10:40 when any religion takes over any other religious historical place then we know theres no respect not so nice watch ypu all doing in my lords house in church when you dont even …
at 10:40 when any religion takes over any other religious historical place then we know theres no respect not so nice watch ypu all doing in my lords house in church when you dont even believe in jesus christ ? and at 14:50 he just discriminated against all religions by associating them with a negative word ? isnt that interesting the evidence is quite clear its called canada the real native indians are from canada natives its a fact i noticed white agressions lately strange ?
Identity Attack0.37361985
Insult0.11616662
Profanity0.029050145
Threat0.010913103
Severe Toxicity0.010604858
Moderate 0.32289913 Moderate Con 0.488 Policy_Critique
Oct 14, 2025 Inside Canada's Indian Metropolis (Brampton)
Up yours Carney and Canada destroyed our country. WE NEED ICE!!!!
Up yours Carney and Canada destroyed our country. WE NEED ICE!!!!
Identity Attack0.26155844
Insult0.20201176
Profanity0.02023706
Threat0.06690872
Severe Toxicity0.01412424
Moderate 0.32289913 Low Con 0.274
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
That knife he bought at the gas station for self defence is actually illegal in canada which is the funny part, good luck if you actually had to use it youd be in jail or …
That knife he bought at the gas station for self defence is actually illegal in canada which is the funny part, good luck if you actually had to use it youd be in jail or bled dry in lawyer fees lmao
Identity Attack0.034042787
Insult0.13969865
Profanity0.08452088
Threat0.34804323
Severe Toxicity0.017222947
Moderate 0.32289913 Moderate Con 0.317 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I believe stabbings in Canada are at an all time high due to religious differences.
I believe stabbings in Canada are at an all time high due to religious differences.
Identity Attack0.3817989
Insult0.06599696
Profanity0.04792466
Threat0.18913531
Severe Toxicity0.01644827
Moderate 0.32289913 Constructive 0.534 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Hundreds? More like hundreds of thousands or even millions. Our government is rubber stamping everyone - that even includes people they gave refugee status to, who turned out to be involved in having underage s4x …
Hundreds? More like hundreds of thousands or even millions. Our government is rubber stamping everyone - that even includes people they gave refugee status to, who turned out to be involved in having underage s4x slaves in their home countries. Or people engaged in terrorism. How many girls have been groomed and trafficked in Canada because Liberals and their supporters wanted to false virtual signal? Why do you do an indepth piece on that? The hundreds of thousands of victims of Liberal ideology.
Identity Attack0.17381613
Insult0.24928534
Profanity0.07740857
Threat0.014911477
Severe Toxicity0.01083374
Moderate 0.32236105 Constructive 0.515 Unverified_Claim
Feb 18, 2026 13 likes Canadian immigration officers investigating hundreds …
I call B.S. and if it is true it's not good enough. Deport them all now. Canada is for Canadians.
I call B.S. and if it is true it's not good enough. Deport them all now. Canada is for Canadians.
Identity Attack0.33352965
Insult0.1342682
Profanity0.041160982
Threat0.09623027
Severe Toxicity0.015415368
Moderate 0.32236105 Moderate Con 0.325
Dec 30, 2025 Deportations From Canada at Their …
im an indian residing in canada and the problem at hand by immigrants from my country is they push their culture into a country thats not home like its so annoying that people cant respect …
im an indian residing in canada and the problem at hand by immigrants from my country is they push their culture into a country thats not home like its so annoying that people cant respect places and customs and the other part of the group who dont contribute to that tomfoolery also get blamed for the actions of the inconsiderate few .PEOPLE, RESPECT THEIR COUNTRY AND THEY WILL RESPECT US its really not that hard
Identity Attack0.2846865
Insult0.24928534
Profanity0.07126612
Threat0.007365964
Severe Toxicity0.0126394415
Moderate 0.32236105 Constructive 0.649
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
For social cohesion , peace and stability, government of Canada should completely stop Indian migration. This is no longer racism. It is a pragmatism
For social cohesion , peace and stability, government of Canada should completely stop Indian migration. This is no longer racism. It is a pragmatism
Identity Attack0.3857254
Insult0.10148193
Profanity0.017982552
Threat0.009592636
Severe Toxicity0.0119018555
Moderate 0.32236105 Moderate Con 0.353 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
It seems the descendants of the Colonizers still have the mentality of a simulation to their ways just like they force, the indigenous people. Now expect everyone else to be the same way. Meanwhile the …
It seems the descendants of the Colonizers still have the mentality of a simulation to their ways just like they force, the indigenous people. Now expect everyone else to be the same way. Meanwhile the white washed system says the Canada is the most multicultural society 🤔 a load of bs. What happened to excepting everyone for the way they are??
Identity Attack0.29035977
Insult0.24928534
Profanity0.10797132
Threat0.007922632
Severe Toxicity0.01302678
Moderate 0.32236105 Moderate Con 0.434
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
How about that government suport Canadian financially to and encourage them to bring babies? It would be cheaper for the government to do so and it keeps the fabric of Canada by Canadian themselves rather …
How about that government suport Canadian financially to and encourage them to bring babies? It would be cheaper for the government to do so and it keeps the fabric of Canada by Canadian themselves rather than bring so many immigrants who do not integrate in the society and they come to invade , destroy ,and rob the country and peiple because their religion encourage them to do so.
Identity Attack0.36702603
Insult0.16868424
Profanity0.018597418
Threat0.039602257
Severe Toxicity0.013285006
Moderate 0.32236105 Moderate Con 0.442 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
Canada is fighting the US while being invaded by India. Lol
Canada is fighting the US while being invaded by India. Lol
Identity Attack0.37361985
Insult0.1087965
Profanity0.049177196
Threat0.039602257
Severe Toxicity0.0126394415
Moderate 0.32236105 Low Con 0.099
Oct 1, 2025 1 likes IRCC Names India in Study …
*What about White Invasion of America and Canada?* *Erasing natives of the land and calling themselves as Natives of America and Canada.*
*What about White Invasion of America and Canada?* *Erasing natives of the land and calling themselves as Natives of America and Canada.*
Identity Attack0.3817989
Insult0.083359696
Profanity0.06596114
Threat0.050744623
Severe Toxicity0.021806452
Moderate 0.32236105 Low Con 0.225 Moral_Argument
Feb 10, 2026 4 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.