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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: "From Canada. This is the …" 6,088 comments · Page 22 of 244
New World Order Sabotage of Canada. Justine Trudeau is a Traitor.
New World Order Sabotage of Canada. Justine Trudeau is a Traitor.
Identity Attack0.11744241
Insult0.6798578
Profanity0.10797132
Threat0.009100696
Severe Toxicity0.020386212
Moderate 0.62702215 Low Con 0.105 Insult
Jul 18, 2018 7 likes How much do refugees and …
Canada's mass immigration system has never worked. Importing tens of millions of poor unskilled useless foreigners is a stupid economic strategy. Canada's Standard of Living and Productivity has been in steep decline for 50 yrs. …
Canada's mass immigration system has never worked. Importing tens of millions of poor unskilled useless foreigners is a stupid economic strategy. Canada's Standard of Living and Productivity has been in steep decline for 50 yrs. Social chaos and racism continues to increase.
Identity Attack0.46028158
Insult0.6370372
Profanity0.20916378
Threat0.013217449
Severe Toxicity0.023199933
Moderate 0.62702215 Moderate Con 0.383 Insult
Jun 22, 2025 2 likes How Canada broke its immigration …
As a Canadian I hope they are planning on heading south. In essence I pray that things in Canada get so bad they leave. At this point, with our government's open the flood gate policy …
As a Canadian I hope they are planning on heading south. In essence I pray that things in Canada get so bad they leave. At this point, with our government's open the flood gate policy it's the only thing that can save Canada from becoming a complete third world like shit hole.
Identity Attack0.34974504
Insult0.5130944
Profanity0.6242122
Threat0.026307223
Severe Toxicity0.0912254
Moderate 0.62136006 Moderate Con 0.418 Insult Fear_Threat
Feb 8, 2026 Inside Canada's Indian Invasion...
India will invade the entire usa as well as canada. They are grabbing our job as well as opportunity. But the most shocking thing is they all are scammer. They don’t know english 😢😢 they …
India will invade the entire usa as well as canada. They are grabbing our job as well as opportunity. But the most shocking thing is they all are scammer. They don’t know english 😢😢 they are collaborating with our govt Through illegal way. It’s time to deport them. They will turn Canada into India 😢😢. Don’t Trust any Indian. They are so tricky and cheap 😢😢😢
Identity Attack0.6458014
Insult0.54471385
Profanity0.196476
Threat0.08703069
Severe Toxicity0.16960317
Moderate 0.62136006 Moderate Con 0.418 Identity Attack Insult Fear_Threat
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
Canada, stop being Polite and grow your balls back!
Canada, stop being Polite and grow your balls back!
Identity Attack0.25817248
Insult0.5130944
Profanity0.42185885
Threat0.022681303
Severe Toxicity0.059217658
Moderate 0.62136006 Low Con 0.148 Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
As a Canadian-born Indian myself, I truly hate how Canada has become. i cant even go to school without Indian international students being so loud and obnoxious. these indians make us look so bad, it's …
As a Canadian-born Indian myself, I truly hate how Canada has become. i cant even go to school without Indian international students being so loud and obnoxious. these indians make us look so bad, it's terrible. They don't even bother to learn proper manners; it's disgusting.
Identity Attack0.6106996
Insult0.5739874
Profanity0.24147889
Threat0.017674083
Severe Toxicity0.06011435
Moderate 0.62136006 Constructive 0.523 Identity Attack Insult Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Its all buy design. The government wants it this way. Canada is to be a shit state on the US boarder. The people that are creating this mess want this .
Its all buy design. The government wants it this way. Canada is to be a shit state on the US boarder. The people that are creating this mess want this .
Identity Attack0.36702603
Insult0.5130944
Profanity0.541926
Threat0.010421164
Severe Toxicity0.042180564
Moderate 0.62136006 Low Con 0.184 Insult
Jan 21, 2026 Why Canadians Are Turning Against …
We need to build a wall at Canada's border now. India slums and scammers are not welcome in America
We need to build a wall at Canada's border now. India slums and scammers are not welcome in America
Identity Attack0.6458014
Insult0.5678696
Profanity0.2188925
Threat0.10542984
Severe Toxicity0.16960317
Moderate 0.62136006 Low Con 0.219 Identity Attack Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
HEY Hindu, Punjabi and Muslim Immigrants, YOU SHOULD GO BACK TO WHERE YOU COME FROM. YOU DON'T HAVE MANNERS. DON'T MAKE CANADA AS AS ANOTHER COUNTRY. CANADA IS CANADA. I AM VERY SERIOUS
HEY Hindu, Punjabi and Muslim Immigrants, YOU SHOULD GO BACK TO WHERE YOU COME FROM. YOU DON'T HAVE MANNERS. DON'T MAKE CANADA AS AS ANOTHER COUNTRY. CANADA IS CANADA. I AM VERY SERIOUS
Identity Attack0.65625757
Insult0.4794537
Profanity0.114160895
Threat0.053330876
Severe Toxicity0.23224287
Moderate 0.62136006 Moderate Con 0.369 Identity Attack Identity_Assertion
Aug 28, 2025 Why Canadians Are Turning Against …
Michelle for MP save Canada 🎉 mps acting dumb so sad
Michelle for MP save Canada 🎉 mps acting dumb so sad
Identity Attack0.08087392
Insult0.6798578
Profanity0.20016506
Threat0.007534259
Severe Toxicity0.01935331
Moderate 0.62136006 Low Con 0.256 Insult Call_To_Action
Sep 30, 2025 IRCC Names India in Study …
I know these people just want better lives but how would they feel if they woke up to millions of white people in India one day. All of our BS in our culture. They would …
I know these people just want better lives but how would they feel if they woke up to millions of white people in India one day. All of our BS in our culture. They would not be so friendly. The Libs have destroyed Canada. They control every form of media and all the morons here eat it right up. Hopefully Trump takes them all out.
Identity Attack0.49584505
Insult0.6407567
Profanity0.36302176
Threat0.048158366
Severe Toxicity0.02514347
Moderate 0.61223894 Moderate Con 0.418 Insult Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Stupid argument. What was the language of aborigines in Canada? Why did these English speaking fellows dominated aborigine people and ruin their languages and their culture?
Stupid argument. What was the language of aborigines in Canada? Why did these English speaking fellows dominated aborigine people and ruin their languages and their culture?
Identity Attack0.22707681
Insult0.6308392
Profanity0.26603898
Threat0.009955117
Severe Toxicity0.023076924
Moderate 0.61223894 Low Con 0.297 Insult
Aug 25, 2025 Why Canadians Are Turning Against …
DEMASIADOS HINDUES EN CANADA,,PARECE QUE ESTUVIERAMOS EN LA INDIA,Y NO EN CANADA, LA BANDERA HINDUES ESTA POR TODAS PARTES,SON TERRITORIALES,,HAN DESPLAXADO A LAS OTRAS MINORIAS,Y A LOS PROPIOS CANADIENCES,,EL GOBIERNO TIENE QUE PRONUNCIARSE,,ESTAMOS INVADIDOS POR …
DEMASIADOS HINDUES EN CANADA,,PARECE QUE ESTUVIERAMOS EN LA INDIA,Y NO EN CANADA, LA BANDERA HINDUES ESTA POR TODAS PARTES,SON TERRITORIALES,,HAN DESPLAXADO A LAS OTRAS MINORIAS,Y A LOS PROPIOS CANADIENCES,,EL GOBIERNO TIENE QUE PRONUNCIARSE,,ESTAMOS INVADIDOS POR HINDUES NEGROS Y MUSULMANES,,NO HAY UN BALANCE EN LAS MINORIAS,,
Identity Attack0.6649212
Insult0.563347
Profanity0.15195307
Threat0.027515862
Severe Toxicity0.45895407
Moderate 0.61223894 Moderate Con 0.344 Identity Attack Insult
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Ban all Indians from Canada !! We want our Canada back!!
Ban all Indians from Canada !! We want our Canada back!!
Identity Attack0.70098627
Insult0.34101152
Profanity0.108590275
Threat0.13815513
Severe Toxicity0.16960317
Moderate 0.61223894 Low Con 0.25 Identity Attack
Oct 13, 2025 IRCC Names India in Study …
Elbows up Canada, you voted for it now it’s time to suck it up
Elbows up Canada, you voted for it now it’s time to suck it up
Identity Attack0.17303948
Insult0.47384647
Profanity0.45448917
Threat0.056240413
Severe Toxicity0.16960317
Moderate 0.61223894 Low Con 0.202
Jun 19, 2025 13 likes How Canada broke its immigration …
INDIAN 🇮🇳 🕉 P💩💩ING OUTSIDE IN THE CANADA 🇨🇦 IT'S A PART OF INDIAN💩 🇮🇳 🕉 CULTURE 💩AND CANADA 🇨🇦 IS MULTICUTURAL 🤣🤣
INDIAN 🇮🇳 🕉 P💩💩ING OUTSIDE IN THE CANADA 🇨🇦 IT'S A PART OF INDIAN💩 🇮🇳 🕉 CULTURE 💩AND CANADA 🇨🇦 IS MULTICUTURAL 🤣🤣
Identity Attack0.57957685
Insult0.5130944
Profanity0.38343847
Threat0.03787563
Severe Toxicity0.45895407
Moderate 0.61223894 Low Con 0.237 Identity Attack Insult
Oct 17, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
lmao bigger cut back on international students instead of refugees... the stupidity and corruption of Canadian government? 1 increase spending, other bring in revenue. Gave away billions and take other burdens. Canada might be well …
lmao bigger cut back on international students instead of refugees... the stupidity and corruption of Canadian government? 1 increase spending, other bring in revenue. Gave away billions and take other burdens. Canada might be well off w/o a government
Identity Attack0.23391083
Insult0.64537907
Profanity0.22552395
Threat0.010110466
Severe Toxicity0.023076924
Moderate 0.61223894 Low Con 0.266 Insult
Jan 11, 2026 Canada’s new rules in 2026
Pajeets kulpreets are all over Canada from small rural communities to big towns trudope liberals elbows up ass down
Pajeets kulpreets are all over Canada from small rural communities to big towns trudope liberals elbows up ass down
Identity Attack0.18313584
Insult0.5130944
Profanity0.4756165
Threat0.038220957
Severe Toxicity0.09385906
Moderate 0.61223894 Low Con 0.138 Insult Identity_Assertion
Sep 28, 2025 6 likes IRCC Names India in Study …
We bring in to many Muslims coming into to our culture which they do not want to assimilate. They are praying in front of catholic churches showing the disrespect they have for us. If we …
We bring in to many Muslims coming into to our culture which they do not want to assimilate. They are praying in front of catholic churches showing the disrespect they have for us. If we dont paty attention they will take over as per their Koran to kill the infidels. We need to wake up and soon. English is the main language in most of the country and french in Quebec. Why did people vote for this stupid liberal government, people of canada do better. Listen to the Muslim man he is saying the quite part out loud and we better listen.
Identity Attack0.6007182
Insult0.6099415
Profanity0.2666764
Threat0.2836219
Severe Toxicity0.16760159
Moderate 0.61223894 Moderate Con 0.482 Identity Attack Insult Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
Say Same thing with Europe 🇪🇺 Now, how disgusting and disgusting it is that when you have to show drugs and dick, you mention the country's flag, but when you have to show a bad …
Say Same thing with Europe 🇪🇺 Now, how disgusting and disgusting it is that when you have to show drugs and dick, you mention the country's flag, but when you have to show a bad image of Americans, you don't even mention the American flag. These are those Indians who are Canadian citizens and have been in Canada for more than 50 years, you will say the same thing for European White Christians who immigrate.
Identity Attack0.5135796
Insult0.54471385
Profanity0.44249827
Threat0.028206514
Severe Toxicity0.16960317
Moderate 0.61223894 Moderate Con 0.391 Identity Attack Insult Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
INDIAN 🇮🇳 🕉 P💩💩ING OUTSIDE IN THE CANADA 🇨🇦 IT'S A PART OF INDIAN💩 🇮🇳 🕉 CULTURE 💩AND CANADA 🇨🇦 IS MULTICUTURAL 🤣🤣
INDIAN 🇮🇳 🕉 P💩💩ING OUTSIDE IN THE CANADA 🇨🇦 IT'S A PART OF INDIAN💩 🇮🇳 🕉 CULTURE 💩AND CANADA 🇨🇦 IS MULTICUTURAL 🤣🤣
Identity Attack0.57957685
Insult0.5130944
Profanity0.38343847
Threat0.03787563
Severe Toxicity0.45895407
Moderate 0.61223894 Low Con 0.232 Identity Attack Insult Fear_Threat
Nov 11, 2025 Why Canadians Are Turning Against …
Make one video on white racist too who came to Canada and now on the streets drug addicts committing crimes. Lazy want more money for less work and disgraceful immoral and have no respect or …
Make one video on white racist too who came to Canada and now on the streets drug addicts committing crimes. Lazy want more money for less work and disgraceful immoral and have no respect or dignity. They eat lunch sitting on the potty smell like skunk from weed smoking. Point out all this things and compare is Indian or a European racist who will come ahead.😂
Identity Attack0.57957685
Insult0.5739874
Profanity0.16682947
Threat0.025098583
Severe Toxicity0.1465323
Moderate 0.61223894 Low Con 0.25 Identity Attack Insult Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Time to purify Canada from pest of street shitters
Time to purify Canada from pest of street shitters
Identity Attack0.3817989
Insult0.5678696
Profanity0.5318404
Threat0.06238277
Severe Toxicity0.15706694
Moderate 0.61223894 Low Con 0.156 Insult Fear_Threat
Jan 20, 2026 1 likes 2.9 million Canadian temporary visas …
India is one of the most disgusting and vile country with a vile religion and culture. Simply not wanting that in Canada is not racist. It’s just logically sound. We just wanna live a normal …
India is one of the most disgusting and vile country with a vile religion and culture. Simply not wanting that in Canada is not racist. It’s just logically sound. We just wanna live a normal life like we used to in Canada.
Identity Attack0.6106996
Insult0.56997263
Profanity0.16682947
Threat0.009204263
Severe Toxicity0.08332442
Moderate 0.61223894 Moderate Con 0.443 Identity Attack Insult Identity_Assertion
Feb 3, 2026 3 likes Inside Canada's Indian Invasion...
Canada is not the greatest country on earth. Canada is the biggest clown country on earth.
Canada is not the greatest country on earth. Canada is the biggest clown country on earth.
Identity Attack0.50515604
Insult0.6308392
Profanity0.14754629
Threat0.00746953
Severe Toxicity0.023076924
Moderate 0.60311776 Low Con 0.117 Identity Attack Insult Policy_Critique
Feb 8, 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.