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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

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Active: "Thank you for all you …" 962 comments · Page 10 of 39
Ya sorry, bye! We need to get back our Christian values and I’d like to go into a store, bank, restaurant and not be the white minority thank you very much! I’d like to understand …
Ya sorry, bye! We need to get back our Christian values and I’d like to go into a store, bank, restaurant and not be the white minority thank you very much! I’d like to understand the person on the other end of the phone once in awhile when I call for help! No more “pro Palestinian “ protests etc etc . Enough is enough. If I wanted to live in the Middle East…I’d go there!
Identity Attack0.3817989
Insult0.08459369
Profanity0.05017922
Threat0.012026439
Severe Toxicity0.014317908
Moderate 0.3234372 Constructive 0.608 Identity_Assertion
Jan 16, 2026 2.9 million Canadian temporary visas …
Thanks for debunking the nonsense on the internet.
Thanks for debunking the nonsense on the internet.
Identity Attack0.004236255
Insult0.31740165
Profanity0.07320584
Threat0.006712203
Severe Toxicity0.003452301
Moderate 0.32182294 Moderate Con 0.301
Feb 7, 2019 How much do refugees and …
I don’t hate Indians. I just don’t want to live in India. I’m thankful I don’t live in Brampton but how long before my town turns into Brampton. Liberal government is too blame and if …
I don’t hate Indians. I just don’t want to live in India. I’m thankful I don’t live in Brampton but how long before my town turns into Brampton. Liberal government is too blame and if you voted liberal again you are as well. When conservatives were in power immigration was capped
Identity Attack0.381025
Insult0.110259406
Profanity0.06295506
Threat0.011094344
Severe Toxicity0.013672344
Moderate 0.32074678 Constructive 0.589 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Thanks Trudeau for destroying Canada. I hope everyone remembers your legacy of destroying Canadian culture, Canadian kindness all while stealing more money than any other prime minister combined to date. .
Thanks Trudeau for destroying Canada. I hope everyone remembers your legacy of destroying Canadian culture, Canadian kindness all while stealing more money than any other prime minister combined to date. .
Identity Attack0.06704199
Insult0.24928534
Profanity0.015454767
Threat0.046218675
Severe Toxicity0.008049011
Moderate 0.31963667 Moderate Con 0.367
Oct 2, 2025 1 likes Why Canadians Are Turning Against …
My boy finally came to Canada near my city and I missed him 😭😭😭😭 thanks for covering this issue though ❤️❤️ appreciate it as a second-gen sri lankan who is also experiencing the indian hate …
My boy finally came to Canada near my city and I missed him 😭😭😭😭 thanks for covering this issue though ❤️❤️ appreciate it as a second-gen sri lankan who is also experiencing the indian hate (because we all look the same to white people 🙃🙃)
Identity Attack0.38208112
Insult0.0838533
Profanity0.06295506
Threat0.009178371
Severe Toxicity0.011138916
Moderate 0.31825066 Constructive 0.66 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Thanks to the Canadian Government. They should be ashamed of themselves.
Thanks to the Canadian Government. They should be ashamed of themselves.
Identity Attack0.23467018
Insult0.24928534
Profanity0.021056883
Threat0.010291707
Severe Toxicity0.007019043
Moderate 0.31547862 Low Con 0.228 Policy_Critique
Dec 14, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Thanks for coming to Canada, the china's new province full of indians.
Thanks for coming to Canada, the china's new province full of indians.
Identity Attack0.3817989
Insult0.1378885
Profanity0.032643758
Threat0.007689608
Severe Toxicity0.012962224
Moderate 0.3140926 Low Con 0.23 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Great video, thank you. All true! Subscribed :D We CAN survive and thrive without Indians, we did so for centuries building this country. My family has been here since 1680, this country was made and …
Great video, thank you. All true! Subscribed :D We CAN survive and thrive without Indians, we did so for centuries building this country. My family has been here since 1680, this country was made and became great on its own with only European settlers, then opening to others it was GREAT prior to 2015 and Trudeau.
Identity Attack0.39207554
Insult0.09563028
Profanity0.02385794
Threat0.011094344
Severe Toxicity0.017674843
Moderate 0.31132057 Constructive 0.783 Identity_Assertion
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
It b is obvious thèse women are not working for this country thank you the only MP who seem to have integrity
It b is obvious thèse women are not working for this country thank you the only MP who seem to have integrity
Identity Attack0.29798782
Insult0.23237456
Profanity0.025907494
Threat0.008453408
Severe Toxicity0.010299683
Moderate 0.31132057 Moderate Con 0.436
Sep 30, 2025 IRCC Names India in Study …
THANK YOU FOR COMING TO PIR GREAT WHITE NORTH AND COVERING THIS. all of our mainstream media is govn funded (tax payer funded) and they spread nothing but propaganda and lies. I truly truly hope …
THANK YOU FOR COMING TO PIR GREAT WHITE NORTH AND COVERING THIS. all of our mainstream media is govn funded (tax payer funded) and they spread nothing but propaganda and lies. I truly truly hope you investigate more in Canada !
Identity Attack0.27914262
Insult0.1798321
Profanity0.019007329
Threat0.007249452
Severe Toxicity0.008392334
Moderate 0.3057765 Constructive 0.595 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Oh thank god Canada immigration is looking into this fraud.
Oh thank god Canada immigration is looking into this fraud.
Identity Attack0.27682206
Insult0.22770336
Profanity0.028093686
Threat0.0069387536
Severe Toxicity0.0065994263
Moderate 0.30527395 Moderate Con 0.317 Solidarity
Sep 28, 2025 IRCC Names India in Study …
Canadians can thank that spineless Trudeau for the mess that has been created. It's going to get worse until they start cleaning up...how many Khalistanis are hiding in Canada?
Canadians can thank that spineless Trudeau for the mess that has been created. It's going to get worse until they start cleaning up...how many Khalistanis are hiding in Canada?
Identity Attack0.25140062
Insult0.24928534
Profanity0.020646973
Threat0.011405042
Severe Toxicity0.008583069
Moderate 0.30502358 Low Con 0.278
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
Thanks to all the politicians around the world who have destroyed the west
Thanks to all the politicians around the world who have destroyed the west
Identity Attack0.1808059
Insult0.10440776
Profanity0.07514556
Threat0.063999176
Severe Toxicity0.0090408325
Moderate 0.3048984 Low Con 0.293 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
My entire neighborhood turned to turbanators. Thanks libs
My entire neighborhood turned to turbanators. Thanks libs
Identity Attack0.10235514
Insult0.2469859
Profanity0.08064143
Threat0.010110466
Severe Toxicity0.009841919
Moderate 0.30464804 Moderate Con 0.334 Identity_Assertion
Jan 3, 2026 New rules, regulations take effect …
Well, the ELECTED of BRAMPTON, Ontario should REALY GET THEIR ACTS TOGETHER. Many, many accidents in the province of Quebec from ILLEGAL INDIAN TRUCK DRIVERS causing deaths! Big time URGENT issue! Thanks for the people …
Well, the ELECTED of BRAMPTON, Ontario should REALY GET THEIR ACTS TOGETHER. Many, many accidents in the province of Quebec from ILLEGAL INDIAN TRUCK DRIVERS causing deaths! Big time URGENT issue! Thanks for the people who spoke up against this phenomena of the "new immigration" (that want everything for free with no effort) - probably at their own risk.
Identity Attack0.35299334
Insult0.14150882
Profanity0.017504321
Threat0.04233929
Severe Toxicity0.012833111
Moderate 0.30452284 Constructive 0.654 Unverified_Claim
Sep 19, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
with all thats already going on with the fraud in U.S.A put on blast thanks to you tube already. All i can say is oh no. uh oooooh here we go again
with all thats already going on with the fraud in U.S.A put on blast thanks to you tube already. All i can say is oh no. uh oooooh here we go again
Identity Attack0.06795148
Insult0.13245803
Profanity0.07740857
Threat0.013631714
Severe Toxicity0.010528564
Moderate 0.30427247 Low Con 0.236 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
As a non Indian Canadian born and raised I’m disgusted where my country has gone. Our population has doubled since 1980, not by birth rate, but because of the amount of Indians that have immigrated …
As a non Indian Canadian born and raised I’m disgusted where my country has gone. Our population has doubled since 1980, not by birth rate, but because of the amount of Indians that have immigrated here. Unfortunately, they have no desire to assimilate, they bring their own culture and they stay in their own communities. The government offers tax breaks for businesses, hiring foreign workers over people born in Canada, leaving the youth without any part-time work. On top of that some of my favourite restaurants growing up, I haven’t eaten at in years because it’s been taken over by Indians, the quality of food goes down, you end up getting food poisoning and if you aren’t in their community, you get worse service and get charged more than what an Indian would pay at the same restaurant. They don’t understand cleanliness or sanitation, they leave their garbage and waste on the street and dump it in random locations, and quite frankly have no respect for anyone who lives here or the country that has taken them in. I feel like a minority of my own country and I truly don’t understand what being Canadian means anymore because I’m pretty sure being Canadian is a thing of the past. Most of my friends have moved further north, to Vancouver island or moved out to the prairies to get away from them and higher prices as everything gets more expensive, thanks to our government, caring more about immigrants than citizens. When a family gets accepted to come here they bring their parents their aunts and uncles their brothers and sisters on temporary visas, they also collect social assistance as soon as they arrive and when their visas expire, they have no desire to go back, which has resulted in thousands of illegals remaining here. I mean I get it. Why would you go back when you’re getting treated better here and are given food, housing and an allowance every month but it’s gotten to a point where India outnumbers Canadians. I want them all sent back.
Identity Attack0.36702603
Insult0.16839184
Profanity0.041912504
Threat0.0084793
Severe Toxicity0.012359619
Moderate 0.30319387 Constructive 0.737 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is not land of the free for us but land of the free for immigrants only, and their religions. They are bringing in their pagan gods and we are suppose to build them to …
Canada is not land of the free for us but land of the free for immigrants only, and their religions. They are bringing in their pagan gods and we are suppose to build them to home for them and their gods….. no thank you there is only One God and one God only. There’s no work for us because they now buy and own those franchises …. And have their families and friends work for them only….God will take care of those who only Serve Him… 🙏😇🥰❤️🐾🐾🐾
Identity Attack0.33352965
Insult0.16788013
Profanity0.022696527
Threat0.0075083673
Severe Toxicity0.013155893
Moderate 0.30136615 Moderate Con 0.423
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
One group being less violent than the other doesn't mean you should be thankful for them. If anything "well-behaved" migrants will keep the white population sleeping and allowing for their replacement without reaction.
One group being less violent than the other doesn't mean you should be thankful for them. If anything "well-behaved" migrants will keep the white population sleeping and allowing for their replacement without reaction.
Identity Attack0.36702603
Insult0.082619295
Profanity0.056441884
Threat0.03304107
Severe Toxicity0.010604858
Moderate 0.30136615 Moderate Con 0.427 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
As a canadian, FREAKING THANK YOU 🙏🙏🙏
As a canadian, FREAKING THANK YOU 🙏🙏🙏
Identity Attack0.040745795
Insult0.075868964
Profanity0.39409557
Threat0.007353018
Severe Toxicity0.015673593
Moderate 0.30136615 Moderate Con 0.476 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The thing that never seems to be brought up is East Indians 80% own houses. They come here and they own houses and have businesses that they ONLY hire East Indians, have East Indian clientele …
The thing that never seems to be brought up is East Indians 80% own houses. They come here and they own houses and have businesses that they ONLY hire East Indians, have East Indian clientele ONLY because they all pay cash so they can circumvent the taxes. They all make babies like mice so give it 40 years and Canada will not be recognizable. And it’s the governments fault because they’re so greedy for tax money that they let the here by the boat load because they don’t wanna wait for the rest of us to make Canada larger population wise because it will take way too long. That and their tuition money for colleges, the list goes on in this non talked about bullshit that the liberals have done. They seriously do all this scheming and raising taxes just to give our tax money away to everyone but the people who pay the taxes. We could have put a huge dent in the national debt by now, but liberals just can’t conserve money hence their name. If it doesn’t stop soon, we are doomed. Surrey BC where I lived for 14 years, is just as bad as Brampton. They all own 1.6-2 million dollar houses in the suburbs of the city, all own businesses and all do the same shit as Brampton, circumvent the taxes. That’s the thanks we get for letting them here is to scam us so they can get rich quick while we all suffer and will never own a house by the looks of it. In Victoria BC where I live now, it’s gotten so bad that I can’t move out of my house I’ve been in for 4 years cuz I can’t find anything cheaper and this place is a 400sq ft 1 bedroom for $1850 a month. Can’t afford to do anything but survive while the immigrants all live like kings. There’s gotta be a line to not cross and that has been the case for too long where it’s been crossed for a long time and no one says or does anything about it out of fear of being called a racist. Call me one. Idgaf anymore. I ain’t racist. I’m just sick of the rules being severely crossed for money. Money makes everyone that has a lot of it GREEDY sons of bitches and it’s gotta stop.
Identity Attack0.2854555
Insult0.22770336
Profanity0.047173142
Threat0.008893564
Severe Toxicity0.012435913
Low Tox 0.29953843 Constructive 0.588 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
As a Canadian thank you very much for posting this, they have destroyed my country
As a Canadian thank you very much for posting this, they have destroyed my country
Identity Attack0.11396073
Insult0.10587067
Profanity0.028913507
Threat0.032005094
Severe Toxicity0.0075149536
Low Tox 0.2922276 Constructive 0.508 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Thank you Trudeau for destroying our country allowing them in just to get their votes😞
Thank you Trudeau for destroying our country allowing them in just to get their votes😞
Identity Attack0.023997234
Insult0.21368977
Profanity0.022013342
Threat0.045572113
Severe Toxicity0.0075149536
Low Tox 0.2922276 Moderate Con 0.316 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
Thanks to Trudeau and all the Liberals. Their goal is to turn Canada into a brown and black country. And all you Canadians deserve everything you are getting, because you keep voting for Liberals. So …
Thanks to Trudeau and all the Liberals. Their goal is to turn Canada into a brown and black country. And all you Canadians deserve everything you are getting, because you keep voting for Liberals. So there you go, better go study Hindi before the complete take over.
Identity Attack0.3043136
Insult0.10587067
Profanity0.016172111
Threat0.009799767
Severe Toxicity0.008049011
Low Tox 0.28674445 Low Con 0.156
Sep 19, 2025 11 likes Inside Canada's Indian Metropolis (Brampton)
My dad grew up in Brampton, it was a blue collar biker town. Hell's Angels ran it. Now it's Browntown aka Bramladesh I grew up in Milton just down Steeles Rd. There was an HA …
My dad grew up in Brampton, it was a blue collar biker town. Hell's Angels ran it. Now it's Browntown aka Bramladesh I grew up in Milton just down Steeles Rd. There was an HA clubhouse until it got fire bombed when i was a kid. Plaid and Mullets is what i grew up in... Now its mostly Indian. They've pretty much connected through growth.... *cough cough ....Indian invasion. Going to my hometown is like a different place all together, when i left the was only 1 Indian takeout and it was expensive. Brownchode told me because he was the only 1 unless you wanted to drive to Brampton, he laughed. Now when i go back all the places i used to know are all Indian. From grocery to take out our dine in. It's actually gross to see the complete takeover, thanks federal govt and the pos liberals
Identity Attack0.33675182
Insult0.110259406
Profanity0.20262444
Threat0.03787563
Severe Toxicity0.02167734
Low Tox 0.2855005 Constructive 0.626 Identity_Assertion
Jan 27, 2026 1 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.