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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 #}

Comment Explorer

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

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Active: "They all have to go …" 2,613 comments · Page 36 of 105
This video is not realistic to what is really going on🤣 perhaps you should try going undercover………tooooo sugar coated, kinda like fake news vibe
This video is not realistic to what is really going on🤣 perhaps you should try going undercover………tooooo sugar coated, kinda like fake news vibe
Identity Attack0.014953227
Insult0.16875735
Profanity0.09583591
Threat0.011275585
Severe Toxicity0.0127685545
Moderate 0.36095104 Low Con 0.245 Meta_Commentary
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Pakistan in India, two of the worst countries in the world to pray on seniors and elderly people on scams. That are set up over there like a business one of the most corrupt nations …
Pakistan in India, two of the worst countries in the world to pray on seniors and elderly people on scams. That are set up over there like a business one of the most corrupt nations going and they flooded Canada because of Justin Trudeau, comrade Freeland, Comrade,Carney and the WEF.. whose goal to undermine Canada as a nation for globalist through infiltrating of government criminal in its content. Many in the federal liberal cabinet are also involved even willing to break the constitution.
Identity Attack0.36702603
Insult0.34101152
Profanity0.028230323
Threat0.009540852
Severe Toxicity0.013801457
Moderate 0.36043653 Moderate Con 0.36 Unverified_Claim
Sep 29, 2025 3 likes IRCC Names India in Study …
You English ,French and other European countries have grown lot of population in 400 hundred years on this native peoples land , you have killed them , destroy native ,s culture ,beliefs and language as …
You English ,French and other European countries have grown lot of population in 400 hundred years on this native peoples land , you have killed them , destroy native ,s culture ,beliefs and language as well and imposed English , French and Spanish and your religion and European culture. I would say to all of you please do not get panic. This planet ,s language is not English French or Spanish only ,thousands of other languages do have same rights. If you love to your language ,religion or culture then go back to your ancestor ,s rich land. Every body ,s fundamental human rights to speak his mother tongue and promote his culture Religion is a different issue.
Identity Attack0.35624164
Insult0.18728738
Profanity0.12639372
Threat0.16067244
Severe Toxicity0.023076924
Moderate 0.36043653 Constructive 0.558 Moral_Argument
Dec 7, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
My only problem with immigrants is that when you are in another country, you should conform to that country not try to make it a replica of your former country. Many don't even want to …
My only problem with immigrants is that when you are in another country, you should conform to that country not try to make it a replica of your former country. Many don't even want to learn the language. Anyway from the video, the number of unemployed Canadians are not because of the Indians, they just don't want to work hard to earn a living, they want handouts. Most look like homeless druggies, don't blame others for what you did to yourself. If you are unhappy where you are, Canada is a big place go somewhere else and start over.
Identity Attack0.38176915
Insult0.3388922
Profanity0.05543986
Threat0.008323951
Severe Toxicity0.014511578
Moderate 0.36043653 Constructive 0.588
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Don’t think I will go there anymore….don’t need it…..nicer countries to visit then that crime riddled country.
Don’t think I will go there anymore….don’t need it…..nicer countries to visit then that crime riddled country.
Identity Attack0.006365371
Insult0.07861972
Profanity0.024736846
Threat0.0053534126
Severe Toxicity0.000047528974
Moderate 0.36039403
Dec 11, 2025
writhe people want 35 dollars by h jobs, government want taxes to pay old populations on retirement, abusive landlords want 2600$ dollars monthly rent. i never hear an immigrant complaining. they all succeeded. Is very …
writhe people want 35 dollars by h jobs, government want taxes to pay old populations on retirement, abusive landlords want 2600$ dollars monthly rent. i never hear an immigrant complaining. they all succeeded. Is very rare to se immigrants become drug addicts and homeless. That's reserved for the native and the white people. But they complain every day without looking to the mirrors 🪞. Immigrants keep Canada running. More you spend time complaining, more time you will be poor. immigrant succeed even with a 17 $ by h living in a 500$ room after 3 or 5 years they all have houses, nice cars, business and investment i the country. why local can not do it even whit a university degree? Because they are not strong to go work double shifts if need it. Why to buy a 1 million dollars house if you can not even eat correctly every day. The problem is that people live like king and they blame others like the new Inmigrants for their own choices. Have a humble life, respect everyone. And I promise you will succeed.
Identity Attack0.3817989
Insult0.26957804
Profanity0.033144772
Threat0.010265815
Severe Toxicity0.012435913
Moderate 0.3561489 Constructive 0.677
Aug 24, 2025 3 likes Why Canadians Are Turning Against …
PLEASEEEEEEEEEEE go to Prince George British Columbia and witness how bad it is
PLEASEEEEEEEEEEE go to Prince George British Columbia and witness how bad it is
Identity Attack0.10221587
Insult0.13607834
Profanity0.08678388
Threat0.013165667
Severe Toxicity0.013349563
Moderate 0.35186127 Low Con 0.23 Call_To_Action
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
They need to go back to India
They need to go back to India
Identity Attack0.3817989
Insult0.14874944
Profanity0.075468846
Threat0.035803676
Severe Toxicity0.017481172
Moderate 0.35186127 Low Con 0.217
Sep 22, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
No one wants to go america
No one wants to go america
Identity Attack0.37432748
Insult0.076819435
Profanity0.068967216
Threat0.02181799
Severe Toxicity0.01573815
Moderate 0.35186127 Low Con 0.274 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
To all those old immigrants who are tired of new immigrants, pls set an example by going back to your origins
To all those old immigrants who are tired of new immigrants, pls set an example by going back to your origins
Identity Attack0.3817989
Insult0.16989174
Profanity0.04792466
Threat0.019055385
Severe Toxicity0.016383713
Moderate 0.35186127 Moderate Con 0.361
Sep 25, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
9:33 if its so much easier in india GO BACK
9:33 if its so much easier in india GO BACK
Identity Attack0.28034934
Insult0.1469393
Profanity0.091633186
Threat0.03787563
Severe Toxicity0.023076924
Moderate 0.35186127 Low Con 0.219 Identity_Assertion
Nov 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Why is ICE shooting US citizens when they could be going after these human traffickers ?
Why is ICE shooting US citizens when they could be going after these human traffickers ?
Identity Attack0.10221587
Insult0.24928534
Profanity0.064458095
Threat0.34804323
Severe Toxicity0.017997624
Moderate 0.35186127 Low Con 0.232 Question
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
GO HOME!!! "Temporary" is the key word! Coast to Coast all you see is cheap Foreign "Temp" Workers from India and the Philopines, we are up to our necks please go home!!! The party is …
GO HOME!!! "Temporary" is the key word! Coast to Coast all you see is cheap Foreign "Temp" Workers from India and the Philopines, we are up to our necks please go home!!! The party is over!
Identity Attack0.3043136
Insult0.25205973
Profanity0.03489832
Threat0.011974656
Severe Toxicity0.013414118
Moderate 0.35186127 Moderate Con 0.38 Fear_Threat
Jan 27, 2026 2.9 million Canadian temporary visas …
I’ve seen them go poo in the shower at the gym.
I’ve seen them go poo in the shower at the gym.
Identity Attack0.011469335
Insult0.13607834
Profanity0.26735115
Threat0.010887212
Severe Toxicity0.014705247
Moderate 0.34757367 Moderate Con 0.363 Unverified_Claim
Feb 28, 2026 4 likes Inside Canada's Indian Invasion...
I’ve had conversations with Indians who say there’s too many Indians. Prior to the past 10-11 years of liberal “leadership,” we only let in 40k people per year. Now on average over trudeaus time we …
I’ve had conversations with Indians who say there’s too many Indians. Prior to the past 10-11 years of liberal “leadership,” we only let in 40k people per year. Now on average over trudeaus time we on average let in 1 million people per year. It’s disgusting. It’s purely the liberals thinking “oh yeah all of of them vote the same, let’s bring em in and they’ll vote us in.” Short term play all about greed and power worship. Instead of a long term play to serve Canada. Indians and other immigrants who came here before this liberal season, they all despise the new immigrants. Because they had to jump through so many hoops to become Canadian. These new people are welcomed even though they don’t work and go straight on welfare. It’s sick and twisted.
Identity Attack0.37082586
Insult0.28791866
Profanity0.084844165
Threat0.010705971
Severe Toxicity0.012207031
Moderate 0.34757367 Constructive 0.592 Policy_Critique
Feb 10, 2026 1 likes Inside Canada's Indian Invasion...
Many come with fake study visa, then go to downtown Toronto and do uber eats on their moped/ebikes. They drive extremely recklessly, often without lights at night or stopping in the middle of the bike …
Many come with fake study visa, then go to downtown Toronto and do uber eats on their moped/ebikes. They drive extremely recklessly, often without lights at night or stopping in the middle of the bike lanes glued to their phone. Its absolutely ridiculous the amount of close calls i have had with them, going down the wrong way, running stop signs and red lights.
Identity Attack0.017867407
Insult0.37506318
Profanity0.06596114
Threat0.008052089
Severe Toxicity0.0050354004
Moderate 0.34757367 Constructive 0.57 Unverified_Claim
Sep 19, 2025 1,553 likes Inside Canada's Indian Metropolis (Brampton)
Only for labour? They're the laziest people going.. They're mostly "students"
Only for labour? They're the laziest people going.. They're mostly "students"
Identity Attack0.03223813
Insult0.37506318
Profanity0.04592061
Threat0.0070034824
Severe Toxicity0.0048828125
Moderate 0.34757367 Low Con 0.227 Unverified_Claim
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Anyone wanting to protest go this up coming Saturday to any major city like Toronto Regina Winnipeg Calgary etc. to kick the Canadian government out of power and send these illegals back to their country.
Anyone wanting to protest go this up coming Saturday to any major city like Toronto Regina Winnipeg Calgary etc. to kick the Canadian government out of power and send these illegals back to their country.
Identity Attack0.38176915
Insult0.17610447
Profanity0.026727317
Threat0.13815513
Severe Toxicity0.016383713
Moderate 0.34757367 Moderate Con 0.422 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
It’s ok. Not a chance I’m going to that dump
It’s ok. Not a chance I’m going to that dump
Identity Attack0.0028090095
Insult0.14816412
Profanity0.035901114
Threat0.0076756603
Severe Toxicity0.00004530432
Moderate 0.3452152
Dec 7, 2025 257 likes
There’s something so shady going on. We have an insane influx amount of Indians in Canada. What is this creative loophole and why can’t the Canadian government close this loophole?
There’s something so shady going on. We have an insane influx amount of Indians in Canada. What is this creative loophole and why can’t the Canadian government close this loophole?
Identity Attack0.3819294
Insult0.24928534
Profanity0.03840541
Threat0.008194493
Severe Toxicity0.011978149
Moderate 0.34328604 Low Con 0.269
Oct 1, 2025 111 likes IRCC Names India in Study …
The minister was probably chosen specifically because she was inept and wouldn't know what was going on in her department; that reduces the likelihood that anyone would be turned away a while longer. As Lorrie …
The minister was probably chosen specifically because she was inept and wouldn't know what was going on in her department; that reduces the likelihood that anyone would be turned away a while longer. As Lorrie said - just like my Political Science professor pointed out almost 50 years ago - immigrants largely vote for whoever was in power when they arrived in the country. A very large percentage of the people that they bring into the country under a Liberal government are likely to vote Liberal. That's a (practically) guaranteed stream of new Liberal voters to replace the old Liberal voters who have become disillusioned by the Liberal Party's actions. It has to stop. We need to vet EVERYONE who comes in and we shouldn't be giving them gold-plated health care until we've granted them refugee status or permanent residency and they should be told that up front so no one is shocked or feels cheated. If they know that and still come, they'll know what they're facing. If they choose not to come, they've made an informed decision.
Identity Attack0.050443888
Insult0.40243408
Profanity0.049177196
Threat0.007974415
Severe Toxicity0.0060272217
Moderate 0.34328604 Constructive 0.796 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Any Canadian still willingly going there deserves all the smoke 💨 and shamed
Any Canadian still willingly going there deserves all the smoke 💨 and shamed
Identity Attack0.09868781
Insult0.022727542
Profanity0.0007536907
Threat0.038384434
Severe Toxicity0.000033606437
Moderate 0.3411403
Dec 10, 2025
They have one billion people even worse thier not going to come here and not work so it think it's okay they work they should actual work housing construction and give white people welfare if …
They have one billion people even worse thier not going to come here and not work so it think it's okay they work they should actual work housing construction and give white people welfare if they have that many people.
Identity Attack0.3817989
Insult0.16195811
Profanity0.0838743
Threat0.01254427
Severe Toxicity0.015802706
Moderate 0.3389984 Moderate Con 0.34 Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
bro go to hoboken NJ, its literally all indians and africans
bro go to hoboken NJ, its literally all indians and africans
Identity Attack0.40447855
Insult0.14150882
Profanity0.11539881
Threat0.013476364
Severe Toxicity0.02077355
Moderate 0.3389984 Low Con 0.177 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
ASSIMILATE OR GO HOME
ASSIMILATE OR GO HOME
Identity Attack0.10221587
Insult0.13607834
Profanity0.09292633
Threat0.045572113
Severe Toxicity0.023076924
Moderate 0.3389984 Low Con 0.124
Jan 27, 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.