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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: "1. It's not just a …" 402 comments · Page 12 of 17
1:18 agenda proven wrong. Thank you MAGA😂
1:18 agenda proven wrong. Thank you MAGA😂
Identity Attack0.011839314
Insult0.04852104
Profanity0.017094411
Threat0.008103873
Severe Toxicity0.0028038025
Low Tox 0.11036996 Low Con 0.205 Humor_Satire
Feb 28, 2026 Inside Canada's Indian Invasion...
1 in 4??? Are you serious? No no!
1 in 4??? Are you serious? No no!
Identity Attack0.0016186562
Insult0.04207976
Profanity0.017231047
Threat0.0065115434
Severe Toxicity0.001707077
Low Tox 0.1100022 Low Con 0.274 Question
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Two questions. 1. Why canada bringing so many people? 2. Why these people naking brampton to browntown.
Two questions. 1. Why canada bringing so many people? 2. Why these people naking brampton to browntown.
Identity Attack0.026007013
Insult0.03335018
Profanity0.020510335
Threat0.008401625
Severe Toxicity0.0025939941
Low Tox 0.1100022 Low Con 0.232 Question
Sep 21, 2025 6 likes Inside Canada's Indian Metropolis (Brampton)
1 the elections are rigged so HOW? 2 WE DON'T HAVE A GOVERNMENT, WE HAVE A DICTATORSHIP. 3 leaving isn't an option.
1 the elections are rigged so HOW? 2 WE DON'T HAVE A GOVERNMENT, WE HAVE A DICTATORSHIP. 3 leaving isn't an option.
Identity Attack0.006955597
Insult0.035553806
Profanity0.016069634
Threat0.007340072
Severe Toxicity0.0021266937
Low Tox 0.10870059 Low Con 0.267 Unverified_Claim
Sep 7, 2025 Why Canadians Are Turning Against …
5:32 Side note about this: The book that is often cited as the main source for the "average IQs of countries" misused their data to come to their conclusion about many countries. For instance, they …
5:32 Side note about this: The book that is often cited as the main source for the "average IQs of countries" misused their data to come to their conclusion about many countries. For instance, they calculated Somalia's average IQ of 62 by using figures from a study about malnourished ethiopian child refugees in Israel who arrived off the boats only 1 year earlier. That same study then performed interventions to help those ethiopian child refugees, at which point their average IQ then rose to match their Israeli peers, showing that this problem is indeed fixable. I wholeheartedly agree with this person's points about culture, but the particular source these myths about national IQ have come from is bogus.
Identity Attack0.07591068
Insult0.032248367
Profanity0.028640235
Threat0.010214032
Severe Toxicity0.0034713745
Low Tox 0.10826672 Constructive 0.797 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
1:35:17 : Commentator lol
1:35:17 : Commentator lol
Identity Attack0.0076215584
Insult0.030375287
Profanity0.06646215
Threat0.008492245
Severe Toxicity0.0051498413
Low Tox 0.10783285 Low Con 0.259 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
Tyler, hi from Russia. I'm using a VPN to watch your video, but soon I won't even have that option. They're promising to shut down the internet in Russia on March 1st. Our government is …
Tyler, hi from Russia. I'm using a VPN to watch your video, but soon I won't even have that option. They're promising to shut down the internet in Russia on March 1st. Our government is doing it. We're already cut off from half the world. It's scary to live in Russia. We used to have peace, but now our country is restricting us. Goodbye, Tyler. 😢❤ Тайлер, привет из России, я сижу на vpn что бы увидеть твой ролик, но скоро у меня не будет даже такой возможности с 1 марта в России обещают отключить интернет, это делает наше государство, мы уже отрезаны от половины мира, (многое я не могу говорить) в России страшно жить, когда то у нас было спокойно, но теперь нас ограничевает наша страна, прощай Тайлер😢❤
Identity Attack0.04641757
Insult0.0314771
Profanity0.070942834
Threat0.012285355
Severe Toxicity0.0077438354
Low Tox 0.10783285 Constructive 0.622 Personal_Narrative
Feb 19, 2026 3 likes Inside Canada's Indian Invasion...
1:50 this is what people aren't thinking about.
1:50 this is what people aren't thinking about.
Identity Attack0.00776955
Insult0.020643732
Profanity0.027820412
Threat0.0089712385
Severe Toxicity0.0032424927
Low Tox 0.10609736 Low Con 0.298
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
Is Stopping them from coming in, not the easiest answer? Give back the part time jobs to Canadian teens so they can afford to go to school and send home the 8 million immigrants that …
Is Stopping them from coming in, not the easiest answer? Give back the part time jobs to Canadian teens so they can afford to go to school and send home the 8 million immigrants that came into the country during the time of Trudeau and Carney. This will lower cost of housing, right now it takes 5 people on minimum wage to afford a 1 bedroom apartment and we wonder why we have so many people living on the streets. This will open jobs lower prices on food and allow the future generation to afford a a home.
Identity Attack0.048480038
Insult0.033460364
Profanity0.013439372
Threat0.008582866
Severe Toxicity0.0030136108
Low Tox 0.104795754 Constructive 0.681
Sep 29, 2025 IRCC Names India in Study …
And Dental benefits. $2000 each year at 100% after May 1st changes to 70% . Most of the working middle class does not get benefits like that. 😂 How is possible that war refugees can …
And Dental benefits. $2000 each year at 100% after May 1st changes to 70% . Most of the working middle class does not get benefits like that. 😂 How is possible that war refugees can go back home for visit at least 1 per year and I can not afford any?
Identity Attack0.038167715
Insult0.029934563
Profanity0.017572641
Threat0.006647474
Severe Toxicity0.002155304
Low Tox 0.103494145 Constructive 0.601 Economic_Argument
Feb 25, 2026 'We do know that there's …
1:03 for the golden moment lmao
1:03 for the golden moment lmao
Identity Attack0.008916483
Insult0.020256994
Profanity0.073529124
Threat0.011638066
Severe Toxicity0.0063705444
Low Tox 0.103060275 Low Con 0.282
Oct 7, 2025 IRCC Names India in Study …
If I remember right canada first house crises was in the 19’s something and back then they started making more houses to resolved this problem………………..,… And I am thinking that getting immigrants from only 1 …
If I remember right canada first house crises was in the 19’s something and back then they started making more houses to resolved this problem………………..,… And I am thinking that getting immigrants from only 1 country might not be good, because of countries, society mentality…………. One Example ; a-lot people in the USA are strong guns advocate, if Canada only get people from the US and because the majority of Americans love their guns, they may advocate to have more guns freedom in Canada and teach their children guns loving mentality. So it is probably best to mix individual from various country to minimize this outcome. ………………. In any case immigration are very important for countries whom don’t make a lot of babies, to survive and stay strong in today’s world where weak countries are getting crushed by strong countries……………… what make countries strong is their population, where government take taxes to pay and buy defensive guns to defend a country without the need to go into dept and sell its soul to powerful countries. I did not go to any university and yet I was able to understand this …
Identity Attack0.04151922
Insult0.030595649
Profanity0.016342908
Threat0.013372798
Severe Toxicity0.0030517578
Low Tox 0.1013248 Constructive 0.579
Jul 20, 2025 How Canada broke its immigration …
I’ve worked in this city since 2007 you couldn’t pay my mortgage off to move here. Tyler didn’t mention it’s rated #1 of Indian migrants outside of India in the world.
I’ve worked in this city since 2007 you couldn’t pay my mortgage off to move here. Tyler didn’t mention it’s rated #1 of Indian migrants outside of India in the world.
Identity Attack0.10221587
Insult0.023221988
Profanity0.012517073
Threat0.0062849927
Severe Toxicity0.0019359589
Low Tox 0.09958932 Constructive 0.507
Jan 27, 2026 Inside Canada's Indian Invasion...
3.5 million Indians living In Canda that's 1 in 10 😮
3.5 million Indians living In Canda that's 1 in 10 😮
Identity Attack0.06704199
Insult0.022384055
Profanity0.022764845
Threat0.00823333
Severe Toxicity0.0038909912
Low Tox 0.09915545 Moderate Con 0.324
Oct 28, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
If 1 in 4 Canadians is immigrant, then 1 in 4 Canadians isn't Canadian.
If 1 in 4 Canadians is immigrant, then 1 in 4 Canadians isn't Canadian.
Identity Attack0.09162762
Insult0.020708188
Profanity0.012312118
Threat0.006530962
Severe Toxicity0.0021076202
Low Tox 0.09741997 Low Con 0.212
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
Two Solutions: 1- Must remove asylum seekers quicker, 6 months? 2- THe Supreme Cpourt, unelected and appointed must stop MAKING LAWS, the job of our Elected Representatives.
Two Solutions: 1- Must remove asylum seekers quicker, 6 months? 2- THe Supreme Cpourt, unelected and appointed must stop MAKING LAWS, the job of our Elected Representatives.
Identity Attack0.023997234
Insult0.021417208
Profanity0.012243799
Threat0.02682521
Severe Toxicity0.0032806396
Low Tox 0.09525062 Moderate Con 0.384 Policy_Critique
Feb 26, 2026 6 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Most head hunters are also Indian based. 71% of H1-B visa holders are from India, only 1% Canadian and even these ones have many from Indian background.
Most head hunters are also Indian based. 71% of H1-B visa holders are from India, only 1% Canadian and even these ones have many from Indian background.
Identity Attack0.10221587
Insult0.021159383
Profanity0.01261955
Threat0.0064144502
Severe Toxicity0.0018405914
Low Tox 0.09525062 Moderate Con 0.317 Unverified_Claim
Oct 4, 2025 IRCC Names India in Study …
1:05. Sad to see. As Indians, you should be making free meals. Do what they do in Indian temples, especially the Golden temple, which provides 100,000 free meals a day.
1:05. Sad to see. As Indians, you should be making free meals. Do what they do in Indian temples, especially the Golden temple, which provides 100,000 free meals a day.
Identity Attack0.07508347
Insult0.018065477
Profanity0.015318131
Threat0.0069387536
Severe Toxicity0.0020980835
Low Tox 0.09481675 Constructive 0.621 Moral_Argument
Nov 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Not agsint immagration but too many too fast from 1 country had causeed damage and made it unaffordable for people that have been herr for generations....heslth care is collapsed too...
Not agsint immagration but too many too fast from 1 country had causeed damage and made it unaffordable for people that have been herr for generations....heslth care is collapsed too...
Identity Attack0.028628819
Insult0.02708937
Profanity0.013336895
Threat0.007068211
Severe Toxicity0.0019359589
Low Tox 0.09394901 Constructive 0.55 Economic_Argument
Feb 28, 2026 Inside Canada's Indian Invasion...
I Just realized that this guy has the same exact Watch as me like full 1 to 1 this might be tuff
I Just realized that this guy has the same exact Watch as me like full 1 to 1 this might be tuff
Identity Attack0.009693438
Insult0.022190686
Profanity0.053435806
Threat0.012130005
Severe Toxicity0.0048065186
Low Tox 0.09351514 Moderate Con 0.396 Meta_Commentary
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
A lot of Indian truck drivers that are making way too many lane changes for an 18 wheeler on the highway too.... Very aggressive driving. I see it all the time on my work commute …
A lot of Indian truck drivers that are making way too many lane changes for an 18 wheeler on the highway too.... Very aggressive driving. I see it all the time on my work commute on highway 1.
Identity Attack0.06613251
Insult0.024511116
Profanity0.012961143
Threat0.007301235
Severe Toxicity0.002155304
Low Tox 0.091913216 Constructive 0.529 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
YOUR ALLOWED TO BRING RELATIVE I THINK.... SO THEY BRING 20... THEN HAVE 5 KIDS EACH AND SUDDENLY 100 FROM 1 PERSON ..
YOUR ALLOWED TO BRING RELATIVE I THINK.... SO THEY BRING 20... THEN HAVE 5 KIDS EACH AND SUDDENLY 100 FROM 1 PERSON ..
Identity Attack0.0073995716
Insult0.020643732
Profanity0.024062896
Threat0.009230154
Severe Toxicity0.0033950806
Low Tox 0.091913216 Moderate Con 0.32 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
1 guy bring 100 relatives 😅😅
1 guy bring 100 relatives 😅😅
Identity Attack0.011691323
Insult0.019934712
Profanity0.035399333
Threat0.010990778
Severe Toxicity0.0043678284
Low Tox 0.09112182 Moderate Con 0.337 Humor_Satire
Jan 16, 2026 1 likes 2.9 million Canadian temporary visas …
No way 😂😂😂😂 who saw this coming for 1 million miles away
No way 😂😂😂😂 who saw this coming for 1 million miles away
Identity Attack0.006622616
Insult0.017936565
Profanity0.027820412
Threat0.009204263
Severe Toxicity0.0037002563
Low Tox 0.08716487 Low Con 0.291 Humor_Satire
Jan 19, 2026 22 likes Why Canada’s immigration system has …
2:06 completely agree. That guy is now 1% of immigrants.
2:06 completely agree. That guy is now 1% of immigrants.
Identity Attack0.056582913
Insult0.021288296
Profanity0.013200258
Threat0.0063432488
Severe Toxicity0.0017547607
Low Tox 0.083999306 Moderate Con 0.396 Meta_Commentary
Jan 27, 2026 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.