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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: "This has been happening to …" 755 comments · Page 8 of 31
Now Native Americans are no where to be found. What happened to them. May be it is time to return their lands and we all must move out of Americas. We white American whine too …
Now Native Americans are no where to be found. What happened to them. May be it is time to return their lands and we all must move out of Americas. We white American whine too much.
Identity Attack0.46028158
Insult0.26395
Profanity0.09098661
Threat0.022163315
Severe Toxicity0.02116089
Moderate 0.4013387 Moderate Con 0.374
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I grew up in Brampton from 1985 to 2010. I watched it change. Not for the better. I got the hell out there and every time I go back to visit my fam, it's even …
I grew up in Brampton from 1985 to 2010. I watched it change. Not for the better. I got the hell out there and every time I go back to visit my fam, it's even worse. Almost never seeing any other race but Indian lol. It all has to do with Trudeau's dad designating that city as a go-to place for Indian migrants. The Trudeau's are part of the whole Satanic New World Order, and part of that order is using mass immigration as a weapon to destroy 1st world countries. His father started it back in the 70s. And yeah the driving is absolutely horrible. The car insurance skyrocketed. They destroyed the city I grew up in. It's a shit hole now. Many of them will tell you that India itself is a shit hole, but the more of them that come to Brampton, or wherever, they turn it into India. I don't consider it racism. It's their people but it's not like it's all of them, but it is a lot. From personal observance, they're the most unhygienic people I've ever met, and they love easy jobs the involve scamming others out of money. All of those scam callers are Indian. Nothing else. They have no dignity. No self respect. They just want money and don't care how to get it. I generally don't like them, but it's because of their negative behaviors. There are plenty of other races that come to Canada that people love. Have you ever heard of anyone complain about Filipinos? No. They're loved. They come here and know how to assimilate while keeping their own heritage intact in respect to our own. They're friendly, respectful, hygienic. Indian people just want to come here and make this place Indian and they have tons of kids, so that's exactly what's happening. Brampton was cooked years ago. It's just going to devour itself and fully become an extension of India, and it already has been spreading out from Brampton to the surrounding cities.
Identity Attack0.40158966
Insult0.37392882
Profanity0.2801717
Threat0.036149003
Severe Toxicity0.023076924
Moderate 0.40060925 Constructive 0.689 Personal_Narrative
Feb 15, 2026 Inside Canada's Indian Invasion...
same thing happened in Mississauga and Malton over the last 10 years. I dont recognize my own city anymore its all indians now
same thing happened in Mississauga and Malton over the last 10 years. I dont recognize my own city anymore its all indians now
Identity Attack0.5135796
Insult0.20434737
Profanity0.089370176
Threat0.011353259
Severe Toxicity0.023076924
Moderate 0.40060925 Moderate Con 0.442 Identity Attack
Dec 22, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
That’s what happen when you import scammers and conmen
That’s what happen when you import scammers and conmen
Identity Attack0.04667538
Insult0.45758462
Profanity0.124631
Threat0.008181547
Severe Toxicity0.01083374
Moderate 0.39987978 Low Con 0.125 Unverified_Claim
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Indians are ruining it for the rest of us 🤦 They don't even tap while boarding TTC. I just saw it happening today.
Indians are ruining it for the rest of us 🤦 They don't even tap while boarding TTC. I just saw it happening today.
Identity Attack0.46028158
Insult0.25205973
Profanity0.15371579
Threat0.029933142
Severe Toxicity0.023076924
Moderate 0.39842087 Moderate Con 0.433 Identity_Assertion
Oct 3, 2025 1 likes IRCC Names India in Study …
A PRIME EXAMPLE OF INDIANS DON'T HAVE A CLUE OF HOW TO DRIVE LOOK AT WHAT HAPPENED IN FLORIDA WHERE THE INDIAN DRIVING A 18 WHEELER MADE A U-TURN IN THE MIDDLE OF THE INTERSTATE …
A PRIME EXAMPLE OF INDIANS DON'T HAVE A CLUE OF HOW TO DRIVE LOOK AT WHAT HAPPENED IN FLORIDA WHERE THE INDIAN DRIVING A 18 WHEELER MADE A U-TURN IN THE MIDDLE OF THE INTERSTATE AND KILLED A FAMILY OF 3 COMPLIMENTS OF CALIFORNIA GIVING OUT CDL LICENSES LIKE CANDY
Identity Attack0.44690517
Insult0.25998658
Profanity0.053435806
Threat0.122295745
Severe Toxicity0.023076924
Moderate 0.3977292 Low Con 0.281 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Government failure TIME AND TIME AGAIN. You let an influx of immigrants all at once, fail to do proper checks on who enters the country, fail to get rid of criminals from the country. But …
Government failure TIME AND TIME AGAIN. You let an influx of immigrants all at once, fail to do proper checks on who enters the country, fail to get rid of criminals from the country. But oh! You'll go after hard working immigrants, meanwhile criminals are always getting second chances and staying in Canada??? KEEP HARDWORKING LEGAL CANADIAN IMMIGRANTS IN. They contribute to our economy. DEPORT CRIMINALS. They ruin our country. IS THAT SO HARD? The government is FAILING Canada! We used to have better immigration policies, what happened to them?
Identity Attack0.3780483
Insult0.37619758
Profanity0.040409464
Threat0.028206514
Severe Toxicity0.023076924
Moderate 0.3972142 Moderate Con 0.41 Policy_Critique
Feb 13, 2026 Canada's tighter immigration policy divides …
3:47This happens because you guys are lazy and dont want to work and Indians work in your place you people have a problem with that too and Indians are 1000 times more hardworking than Canadians …
3:47This happens because you guys are lazy and dont want to work and Indians work in your place you people have a problem with that too and Indians are 1000 times more hardworking than Canadians Canada is 159 years old as if the land wasn’t already home to Indigenous peoples for thousands of years before you politely showed up and called it a country. Now teaching the world manners -- classic😂
Identity Attack0.32768643
Insult0.40243408
Profanity0.06044999
Threat0.0077802283
Severe Toxicity0.014898917
Moderate 0.3972142 Moderate Con 0.414 Economic_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Mark Carney needs to start putting his boot on Danielle Smith's neck sore to speak, because if he does not and we lose Canada, we will be gunned down in the streets, just like what …
Mark Carney needs to start putting his boot on Danielle Smith's neck sore to speak, because if he does not and we lose Canada, we will be gunned down in the streets, just like what is happening now. So I hope everyone realizes and remembers that and for any albertan. Watching this and reading these comments, if you want your CPP and AOS in the future, if you decide to back Danielle Smith on this garbage separation, you will never see it. Don't forget the disability. Credit does not go to the people that are on ache. It goes right straight to Danielle Smith. And that's where your CPP noas will go. So if you're close to retirement and a hillbilly, you better have a good nest. Egg saved
Identity Attack0.04667538
Insult0.43450394
Profanity0.09034003
Threat0.10542984
Severe Toxicity0.01573815
Moderate 0.3972142 Constructive 0.583 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
He can clearly hear you have North American accent. Stop faking your videos when you can report the absurd things happening around the world.
He can clearly hear you have North American accent. Stop faking your videos when you can report the absurd things happening around the world.
Identity Attack0.10221587
Insult0.26957804
Profanity0.11725569
Threat0.011612174
Severe Toxicity0.015867263
Moderate 0.39441586 Low Con 0.21
Jan 27, 2026 Inside Canada's Indian Invasion...
3:15 pay no taxes? Wow! That's what happens when you get interview a homeless person who has no idea what the hell he's talkin about. Live among themselves? You don't live among your kind?
3:15 pay no taxes? Wow! That's what happens when you get interview a homeless person who has no idea what the hell he's talkin about. Live among themselves? You don't live among your kind?
Identity Attack0.022188433
Insult0.26957804
Profanity0.36230123
Threat0.008298059
Severe Toxicity0.01754573
Moderate 0.39231625 Low Con 0.3 Unverified_Claim
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
it's because they are the perfect cattle people. they will live in filth, they will eat filth, they will work in filth without a second thought because the whole country is below 70iq. Why would …
it's because they are the perfect cattle people. they will live in filth, they will eat filth, they will work in filth without a second thought because the whole country is below 70iq. Why would they pay you a fair salary? Why would you have a standard of living? If they can import a bunch of them? I am not even upset with them anymore, I am more upset with my own people that are letting this happen.
Identity Attack0.12735364
Insult0.38406035
Profanity0.16171204
Threat0.010188141
Severe Toxicity0.017481172
Moderate 0.38811707 Moderate Con 0.437 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
2 million of them should be deported and make Canada great again,but are government is so corrupt so it will never happen.
2 million of them should be deported and make Canada great again,but are government is so corrupt so it will never happen.
Identity Attack0.14875233
Insult0.40243408
Profanity0.043415543
Threat0.06820184
Severe Toxicity0.012207031
Moderate 0.38811707 Low Con 0.173 Call_To_Action
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Biggest takeaway that you might have missed: GOVERNMENT workers who don't like what's happening can't speak honestly about it. Well wtf do we do now?
Biggest takeaway that you might have missed: GOVERNMENT workers who don't like what's happening can't speak honestly about it. Well wtf do we do now?
Identity Attack0.0103594
Insult0.16788013
Profanity0.43272525
Threat0.008103873
Severe Toxicity0.014188796
Moderate 0.38811707 Moderate Con 0.386 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
You havent seen the nasty parts. Of course walking into temple with a camera you will hear advocation for peace. Growing up there you are taught in school that if you are white you are …
You havent seen the nasty parts. Of course walking into temple with a camera you will hear advocation for peace. Growing up there you are taught in school that if you are white you are evil from the teachers and the brown students of which outnumber you 20/1 take that mileage and run with it. Many employers and landlords will not even give you a chance unless you are of their faith or from their home region in india or pakistan, and if you are black or white than you shouldnt even bother trying… aint gonna happen. There is a massive entitlement from the younger Sikhs who actively want to see the country become more closer to the punjab with Brampton being the new Lahore. Street violence rarely gets brought up anymore because it is so frequent so media only jumps on it if they got nothing else to use. The majority of gangs are in Bramalea south of Kennedy. This isnt just circumstances because “they have it so hard here boohoo”. The Tamel people that live in Brampton come from India and Sri Lanka. Many fled due to the tigers and because India has been trying to destroy their culture for a long while. You wont find Tamel who has lived in Canada more than a year in a gang, or with a thick as lard accent, or speaking their previous language in public. They are good people, very respectful.
Identity Attack0.44690517
Insult0.3388922
Profanity0.17101645
Threat0.025961896
Severe Toxicity0.022710243
Moderate 0.38601747 Constructive 0.663 Personal_Narrative
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
1:55 I have no words except to say this… Push to far and see what happens! Canadians are going to rise up and destroy these foul beasts Y’all are going to regret whats coming I …
1:55 I have no words except to say this… Push to far and see what happens! Canadians are going to rise up and destroy these foul beasts Y’all are going to regret whats coming I promise LONG LIVE THE REAL CANADA 🇨🇦 THE TRUE NORTH STRONG AND FREE!!! 💪🏼
Identity Attack0.22631748
Insult0.36709076
Profanity0.10178173
Threat0.34804323
Severe Toxicity0.023076924
Moderate 0.38434127 Moderate Con 0.39
Aug 27, 2025 Why Canadians Are Turning Against …
this cannot start soon enough but will not happen under the corrupt liberals and con man carney
this cannot start soon enough but will not happen under the corrupt liberals and con man carney
Identity Attack0.0030794248
Insult0.3573089
Profanity0.00089519203
Threat0.00046059952
Severe Toxicity0.000007888382
Moderate 0.38219544 Call_To_Action
Jun 20, 2025
Thank god trumps closing our borders this is disgusting and scary seeing what’s happened to Australia and Canada. Europe also wake up FAST!!!
Thank god trumps closing our borders this is disgusting and scary seeing what’s happened to Australia and Canada. Europe also wake up FAST!!!
Identity Attack0.109318495
Insult0.40243408
Profanity0.050930742
Threat0.009126588
Severe Toxicity0.0104522705
Moderate 0.37955463 Moderate Con 0.421 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
this coming unrest is going to be unfavourable to certain people. Who ever is blind enough not to see the build up through the media .. is ignorant and choosing not to see the whats …
this coming unrest is going to be unfavourable to certain people. Who ever is blind enough not to see the build up through the media .. is ignorant and choosing not to see the whats happening. ​ And has no right to act surprised when things fall apart.
Identity Attack0.00984143
Insult0.4339631
Profanity0.057443913
Threat0.00967031
Severe Toxicity0.005264282
Moderate 0.37795907 Low Con 0.289
Nov 25, 2025 Quebec Ends Economic Immigration Program …
Immigration has not changed in law, what has happened is that since the government has allowed its workers to work from home during COVID, and stay at home years after the standards have gone to …
Immigration has not changed in law, what has happened is that since the government has allowed its workers to work from home during COVID, and stay at home years after the standards have gone to shit, they make mistakes and are slower then ever. They need to get back to the officer under proper supervision.
Identity Attack0.06385879
Insult0.2659317
Profanity0.40670946
Threat0.008311004
Severe Toxicity0.015479924
Moderate 0.37795907 Moderate Con 0.443 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
if you see Indian in your country just remember.. 99% indians in Canada, UK US Europe Aus NZ belongs to Upper Caste.. They don't have the right to talk about Racism.. just search Manipur Violence.. …
if you see Indian in your country just remember.. 99% indians in Canada, UK US Europe Aus NZ belongs to Upper Caste.. They don't have the right to talk about Racism.. just search Manipur Violence.. Daily Thousands of incidents,atrocities are happening on Christians, Backward Castes Scheduled Castes, Tribes in India..
Identity Attack0.46028158
Insult0.24561718
Profanity0.043916557
Threat0.04363242
Severe Toxicity0.023076924
Moderate 0.37795907 Moderate Con 0.47 Identity_Assertion
Oct 2, 2025 1 likes IRCC Names India in Study …
Please tell me the people that watch these utube videos, why are we letting this happen to the land that we Love, these people coming into our country/land from other countries that are fleeing their …
Please tell me the people that watch these utube videos, why are we letting this happen to the land that we Love, these people coming into our country/land from other countries that are fleeing their country, why are they coming to ours, these people are ruining our culture and land and the land that our ancestors have raised us in, these people bring no value, all they want is FREE, why is the government letting them in? I can’t take it anymore, I’m watching all these foreigners come into our country and ruin it, i LOVE my country, please stand up people and Stop this, 🙏
Identity Attack0.40713623
Insult0.25800487
Profanity0.15635987
Threat0.030623792
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.584
Jan 27, 2026 Inside Canada's Indian Invasion...
As a Indo Canadian Born here 40 years old wtf happened to this country… tradeau government tried making money off international students… Now they all here
As a Indo Canadian Born here 40 years old wtf happened to this country… tradeau government tried making money off international students… Now they all here
Identity Attack0.10221587
Insult0.1935001
Profanity0.39842105
Threat0.008712323
Severe Toxicity0.018384963
Moderate 0.37751234 Moderate Con 0.414
Aug 27, 2025 2 likes Why Canadians Are Turning Against …
People are literally leaving the US trying to get to Canada because of trump, and your claim is that people are using Canada as a sneaky way into the states? I'm not sure you understand …
People are literally leaving the US trying to get to Canada because of trump, and your claim is that people are using Canada as a sneaky way into the states? I'm not sure you understand what happening right now. No one in Canada (except maybe Albertans) want to live in your fascist dictatorship.
Identity Attack0.19100772
Insult0.40243408
Profanity0.027410502
Threat0.0070164283
Severe Toxicity0.007972717
Moderate 0.37751234 Constructive 0.507 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
This is what happens when you vote for liberal democrats and have zero men with a spine
This is what happens when you vote for liberal democrats and have zero men with a spine
Identity Attack0.2783691
Insult0.36193377
Profanity0.10797132
Threat0.012440704
Severe Toxicity0.014059683
Moderate 0.37751234 Low Con 0.203 Policy_Critique
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.