Skip to content
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

click to expand

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 #}

Comment Explorer

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "We are with you, Canada." 6,088 comments · Page 198 of 244
Before 2015, Canada had virtually zero illegal immigration. Today, by the government’s own data, that number has surged to roughly 500,000. Worse still, official projections show that by the end of 2026, another 2.1 million …
Before 2015, Canada had virtually zero illegal immigration. Today, by the government’s own data, that number has surged to roughly 500,000. Worse still, official projections show that by the end of 2026, another 2.1 million temporary residents will see their status expire, many at risk of slipping into illegality. This failure of policy has already fueled a growing underground economy across the country. Deporting just 20,000 people a year is a drop in the bucket. *The only credible response* from the Carney government demands decisive action—raising *deportation* numbers to well over 100,000 annually to restore integrity to the system.
Identity Attack0.014852738
Insult0.025284592
Profanity0.013780965
Threat0.007197669
Severe Toxicity0.0015354156
Low Tox 0.056263726 Moderate Con 0.437 Policy_Critique
Feb 7, 2026 Inside Canada's Indian Invasion...
Moved to downtown Toronto, Canada on June 5th, 1970. There was no indian grocery stores until a few years later, where a Mr. Sharma opened one of the very first stores. Growing up in the …
Moved to downtown Toronto, Canada on June 5th, 1970. There was no indian grocery stores until a few years later, where a Mr. Sharma opened one of the very first stores. Growing up in the heart of downtown and going to school (Ossington and Old Orchard P.S.) wasn't easy. There was quite a bit of racism in those days so my sister and I had to assimilate quickly, in which we did. We happily lived within the Portuguese and Italian communities and the rest is history!!!!
Identity Attack0.038683333
Insult0.019225692
Profanity0.01084327
Threat0.0061878995
Severe Toxicity0.0015544891
Low Tox 0.056016337 Constructive 0.796 Personal_Narrative
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
It's incredibly sad to see what has happened to Canada.... the legacy of the Trudeau government.
It's incredibly sad to see what has happened to Canada.... the legacy of the Trudeau government.
Identity Attack0.008213525
Insult0.026831545
Profanity0.009750174
Threat0.006317357
Severe Toxicity0.0012779236
Low Tox 0.056016337 Moderate Con 0.402 Policy_Critique
Sep 19, 2025 131 likes Inside Canada's Indian Metropolis (Brampton)
At 16:00 This man is talks about new immigrants still keeping their culture and religion.Europeans first arrived in Canada around the early 11th century,berfore they arrived native people were living in Canada did European left …
At 16:00 This man is talks about new immigrants still keeping their culture and religion.Europeans first arrived in Canada around the early 11th century,berfore they arrived native people were living in Canada did European left their culture,language and religion and took the native culture and religion?.lets all take native Canadian language religion and culture.
Identity Attack0.04512853
Insult0.01632893
Profanity0.009681856
Threat0.006375613
Severe Toxicity0.0014686584
Low Tox 0.055521555 Constructive 0.537
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Guy on the bike is the biggest a$$hole in Canada
Guy on the bike is the biggest a$$hole in Canada
Identity Attack0.01139534
Insult0.027730936
Profanity0.01846078
Threat0.0074824756
Severe Toxicity0.0022792816
Low Tox 0.055521555 Low Con 0.234 Meta_Commentary
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
It’s time to take Canada back
It’s time to take Canada back
Identity Attack0.03249594
Insult0.016024929
Profanity0.011765569
Threat0.010783645
Severe Toxicity0.002784729
Low Tox 0.055521555 Low Con 0.23
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
The government is ignoring the call to fix the immigration crisis in Canada especially in Brampton 😢trust me bad things is gonna happen
The government is ignoring the call to fix the immigration crisis in Canada especially in Brampton 😢trust me bad things is gonna happen
Identity Attack0.022992345
Insult0.017012933
Profanity0.011492296
Threat0.008375733
Severe Toxicity0.0014591217
Low Tox 0.055521555 Moderate Con 0.338 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada needs to close the door for a few years
Canada needs to close the door for a few years
Identity Attack0.023796257
Insult0.017485369
Profanity0.013063621
Threat0.011223801
Severe Toxicity0.0021743774
Low Tox 0.055521555 Low Con 0.162 Policy_Critique
Aug 30, 2025 2 likes Why Canadians Are Turning Against …
Gentle reminder that as of late 2024–2025, approximately 2.5 to 2.9 million people of Indian origin live in Canada, representing roughly 0.18% to 0.2% India's total population. Canada couldn't even handle half a percentage of …
Gentle reminder that as of late 2024–2025, approximately 2.5 to 2.9 million people of Indian origin live in Canada, representing roughly 0.18% to 0.2% India's total population. Canada couldn't even handle half a percentage of jeet.
Identity Attack0.043839492
Insult0.016024929
Profanity0.011184863
Threat0.0064144502
Severe Toxicity0.001206398
Low Tox 0.055521555 Moderate Con 0.416 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Everything the Government did to hurt their own citizens and create scenarios that would never let the citizens of Canada to have an inclusive and integrated population. And it's worse for everyone and the government …
Everything the Government did to hurt their own citizens and create scenarios that would never let the citizens of Canada to have an inclusive and integrated population. And it's worse for everyone and the government is taxing us more and spending it on everything but Canadians and Canadian infrastructure.
Identity Attack0.020178653
Insult0.023608726
Profanity0.010911589
Threat0.0068287146
Severe Toxicity0.0014209747
Low Tox 0.055274166 Moderate Con 0.438 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
I am a Korean international student studying in Canada. These types of news makes me really frustrated.. I heard that due to these reasons, immigration officers has been taking very long time to process study …
I am a Korean international student studying in Canada. These types of news makes me really frustrated.. I heard that due to these reasons, immigration officers has been taking very long time to process study visa permits. I 100% agree with immigration officers that they need to carefully review the applications, because I also think things like this shouldn’t happen in any countries. But, I’m getting frustrated because this is delaying innocent international students’ visa process as well. I’ve finished my undergraduate studies and I decided to pursue master’s under a professor i met in my current university. I was very excited to study the field, and i applied for study extension visa months ago, and still haven’t gotten any updates from IRCC. So I couldn’t get enrolled in Fall semester. I’m still waiting, and i really hope that i can continue studying.. luckily my professor understood this situation and he said he can hold a position for me, but i’m still very anxious about all the situation. I hope all people who come to Canada are honest and don’t do illegal things. I really want them to realize that they are affecting students who just want to study. They are taking away the opportunity for others to learn.
Identity Attack0.023595277
Insult0.022512967
Profanity0.016957775
Threat0.0077802283
Severe Toxicity0.001783371
Low Tox 0.055274166 Constructive 0.858 Personal_Narrative
Sep 29, 2025 3 likes IRCC Names India in Study …
I can’t wait for Alberta to separate from Canada🎉🎉🎉🎉
I can’t wait for Alberta to separate from Canada🎉🎉🎉🎉
Identity Attack0.033269364
Insult0.015340924
Profanity0.011406898
Threat0.009540852
Severe Toxicity0.0025939941
Low Tox 0.055274166 Moderate Con 0.372 Identity_Assertion
Jan 11, 2026 1 likes Canada’s new rules in 2026
They are some insane regulations that prevent people from leaving Canada, like exit taxes , somebody has absolutely owned anything , and has to pay 25000 to completely disconnect from Canada and being able to …
They are some insane regulations that prevent people from leaving Canada, like exit taxes , somebody has absolutely owned anything , and has to pay 25000 to completely disconnect from Canada and being able to leave Canada. I am asking the authorities to cancel the leaving tax fee and let the people leave if they want to do so.
Identity Attack0.0007638468
Insult0.035654884
Profanity0.0004206933
Threat0.00031321726
Severe Toxicity0.0000059225677
Low Tox 0.055232093
Apr 19, 2025 1 likes
This is the reality of Canada’s unchecked immigration policy. Meanwhile, while Canadian trade policy is being undermined by China and India who use inter ethnic conflict within Canada’s borders as a coercive tool subject Canada …
This is the reality of Canada’s unchecked immigration policy. Meanwhile, while Canadian trade policy is being undermined by China and India who use inter ethnic conflict within Canada’s borders as a coercive tool subject Canada to their spheres of influence.
Identity Attack0.034042787
Insult0.020256994
Profanity0.009647697
Threat0.006647474
Severe Toxicity0.0013446808
Low Tox 0.055026773 Moderate Con 0.343
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
The smashing of Canada has to stop. This open border BS has to come to an end .DEPORTATIONS From 10 years back to now , must , must , take place .Trump is healing his …
The smashing of Canada has to stop. This open border BS has to come to an end .DEPORTATIONS From 10 years back to now , must , must , take place .Trump is healing his land , Canada is destroying its lands with its own hands . India as example is not a poor country ,yet their shipping people over flooding canada to no end . Can Canadaians do the same flooding India , hardly.
Identity Attack0.015817782
Insult0.004627596
Profanity0.0002377164
Threat0.004450154
Severe Toxicity0.0000114144605
Low Tox 0.05491646
Apr 14, 2025
(This can be viewed as assumptions but it's factual) Was at a A&W last night me and my fiancee were the only Canadians there... went to Walmart after.... Now sure I wasn't in every part …
(This can be viewed as assumptions but it's factual) Was at a A&W last night me and my fiancee were the only Canadians there... went to Walmart after.... Now sure I wasn't in every part of Walmart but I only seen one actual Canadian born worker... Sure it can be said it's assumption on my part but I am confident with my assumption based on what I saw. Our public transportation ( bus ) there's only 4 Canadians left. Now our busses speed, don't give time for people to get on safely.... accidents almost daily. And from what I heard there has to be a shuttle bus on standby because the new drivers just make false claims of accidents and issues so shuttle has to come and pick up the people on the bus to finish the route. Our rental market is far and thin. Our homeless is Canadians NOT foreign. And we are seeking illicit activities and mind altering chemicals to deal with the stress of life more and more each day. Concerns me my son and daughter have to grow up like this. I fear for them and their future in a country that I once believed in. I'm not racist I try my best to treat everyone fairly and equally. But Canada is changing and it's causing great impact we can't handle.
Identity Attack0.02138452
Insult0.024511116
Profanity0.015728042
Threat0.007832011
Severe Toxicity0.0019836426
Low Tox 0.054779384 Constructive 0.835
Aug 31, 2025 4 likes Why Canadians Are Turning Against …
I work concrete, you know the majority of the new homes built that raised prices of houses was Indian investors. 1.5 million dollar homes. For 15 years straight. They control the housing in canada and …
I work concrete, you know the majority of the new homes built that raised prices of houses was Indian investors. 1.5 million dollar homes. For 15 years straight. They control the housing in canada and are the reason we can't buy homes at affordable prices
Identity Attack0.03919895
Insult0.020256994
Profanity0.010792031
Threat0.0061166976
Severe Toxicity0.0014209747
Low Tox 0.054779384 Constructive 0.601 Economic_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
When there are ppl coming to Canada in high thousands and hardly anyone is canadian anymore. It's hard to speak up when you are few and far between
When there are ppl coming to Canada in high thousands and hardly anyone is canadian anymore. It's hard to speak up when you are few and far between
Identity Attack0.033011556
Insult0.019354604
Profanity0.011628932
Threat0.0066798385
Severe Toxicity0.0013160706
Low Tox 0.054779384 Constructive 0.554
Sep 1, 2025 1 likes Why Canadians Are Turning Against …
why are they being deported when they should have never been allowed in. they would be waiting outside of canada until their claim is approved. so when it's not approved, they are rightfully no longer …
why are they being deported when they should have never been allowed in. they would be waiting outside of canada until their claim is approved. so when it's not approved, they are rightfully no longer Canada's problem.
Identity Attack0.025806036
Insult0.017872108
Profanity0.010638315
Threat0.00756015
Severe Toxicity0.0014591217
Low Tox 0.054779384 Moderate Con 0.421
Dec 30, 2025 Deportations From Canada at Their …
Welcome to America Alberta and all conservative ppl from the failed state of canada
Welcome to America Alberta and all conservative ppl from the failed state of canada
Identity Attack0.003862237
Insult0.034872442
Profanity0.000120081626
Threat0.00028181527
Severe Toxicity0.0000028187105
Low Tox 0.054697383 Identity_Assertion
Apr 15, 2025
The amount of births is staggering. The ones 'applying' for refugee status would give birth here in Canada. Which the people in charge would then have to approve them or the new born would suffer.
The amount of births is staggering. The ones 'applying' for refugee status would give birth here in Canada. Which the people in charge would then have to approve them or the new born would suffer.
Identity Attack0.016460562
Insult0.014352918
Profanity0.0113727385
Threat0.019573374
Severe Toxicity0.0018310547
Low Tox 0.054531995 Moderate Con 0.38
Oct 23, 2018 2 likes How much do refugees and …
Canada is a secular country.
Canada is a secular country.
Identity Attack0.033784978
Insult0.02212623
Profanity0.014293353
Threat0.006537435
Severe Toxicity0.0020503998
Low Tox 0.054531995 Low Con 0.199
Jan 27, 2026 Inside Canada's Indian Invasion...
🇨🇦 My theory is Canadian debt, deficit, aging population are so high Canada is hoping mass Immigration will pay the debt off, a debt the immigrants didn't incur.😮
🇨🇦 My theory is Canadian debt, deficit, aging population are so high Canada is hoping mass Immigration will pay the debt off, a debt the immigrants didn't incur.😮
Identity Attack0.03894114
Insult0.016860934
Profanity0.010518758
Threat0.0063367756
Severe Toxicity0.0013923645
Low Tox 0.054531995 Moderate Con 0.336 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
I immigrated to Canada when Jason Kenney was the immigration minister, came here as a permanent resident. Having said that, I do agree that our immigration system is out of whack.
I immigrated to Canada when Jason Kenney was the immigration minister, came here as a permanent resident. Having said that, I do agree that our immigration system is out of whack.
Identity Attack0.01565665
Insult0.02373764
Profanity0.014464149
Threat0.006110225
Severe Toxicity0.0011873245
Low Tox 0.054531995 Constructive 0.719 Personal_Narrative
Feb 18, 2026 4 likes LILLEY UNLEASHED: The fall of …
This is just peace me off I came to Canada as an immigrant I earned my citizenship with time and i never get a penny from the government...
This is just peace me off I came to Canada as an immigrant I earned my citizenship with time and i never get a penny from the government...
Identity Attack0.02821777
Insult0.017227544
Profanity0.012346277
Threat0.0061814263
Severe Toxicity0.0011348724
Low Tox 0.054531995 Moderate Con 0.493
Sep 3, 2019 3 likes How much do refugees and …

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.