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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: "Please, here are just some …" 468 comments · Page 6 of 19
Great video @TylerOlivera Please look into Canadian Lima scams and indigenous scams next our country is being bled dry by scammers and our media is telling us to look the other way.
Great video @TylerOlivera Please look into Canadian Lima scams and indigenous scams next our country is being bled dry by scammers and our media is telling us to look the other way.
Identity Attack0.17070955
Insult0.36939126
Profanity0.045419596
Threat0.008039144
Severe Toxicity0.00869751
Moderate 0.36095104 Constructive 0.602 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Oh BC has it worse but we deal with East Asians in Tesla, Kia and Subaru's. Come do a nice docu series on the sufferings of white people over here please.
Oh BC has it worse but we deal with East Asians in Tesla, Kia and Subaru's. Come do a nice docu series on the sufferings of white people over here please.
Identity Attack0.44690517
Insult0.13607834
Profanity0.059948977
Threat0.03649433
Severe Toxicity0.013349563
Moderate 0.36095104 Moderate Con 0.437 Identity_Assertion
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
All these comments are correct. We are all sick and bloody tired of what is going on in once a beautiful country here in cal Gary Alberta Canada, especially the Northeast quadrant of the city. …
All these comments are correct. We are all sick and bloody tired of what is going on in once a beautiful country here in cal Gary Alberta Canada, especially the Northeast quadrant of the city. It is nothing but people from India. They're Punjab, people from Nigeria, Africa, and the Philippines, and in my experience. I am a blind, white single woman who owns my condo and a perfect parking spot for 8 years. I have bean horrifically harassed, buy these people. Because I would not bow down to their demands to give them my parking stall. They used the Calgary city police as weapons against me. Calling them and telling them I am a child molester, because I was Videoing in public videoing, taking evidence Of what is going on around here? Witches, my constitutional right? They called the cops telling them, I am a racist, a drug dealer, and a killer. They almost we're successful in having my nephew arrested telling the police that he hit their little cockroaches. With his car, the black cop that I invited into my home stupidly. Was Very hot and waning arrest both of us, but there was no damage on the car. No damage on their little cockroaches, no charges, but the black cop 2 hours later cold because he wanted my nephew's license plate number. He was probably trying to catch him driving dirty, but never called back. So he didn't find anything. These people have threatened to shoot me. They have threatened big consequences. They have threatened to slap the f out of me. They have threatened to pop the pimples out of my eyes. And when they found out that I was blind, that's when they ramped up the harassment, the cops did nothing about the threats towards me when they told the cops that we I threatened to kill them. They are the ones that threaten to chop my nephew and his dog up. The cops never did anything about their threats. They told me to stay in my unit for safety or move for my safety. The condo corporation refuses to do anything as well. So if anyone nose a good civil rights lawyer, please reply to me. Because I fear for my life, this is no joke and because I have to move. I will have a good case to sue the condo corporation as I feel unsafe. These people from these countries do not like people. With disabilities, they believe that we are a curse and that we are a waste of society.
Identity Attack0.3780483
Insult0.32682732
Profanity0.14402086
Threat0.02250864
Severe Toxicity0.019998873
Moderate 0.36095104 Constructive 0.759 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Please research the FAKE trucking schools and inept semi drivers who are killing and maiming people on a regular basis. Humboldt Broncos accident in Saskatchewan, case in point. A company of two people, the boss …
Please research the FAKE trucking schools and inept semi drivers who are killing and maiming people on a regular basis. Humboldt Broncos accident in Saskatchewan, case in point. A company of two people, the boss who “trained” him, and the driver, who blew past a gigantic stop sign that was visible half a mile away because he was worried that “the tarp was flapping” on his load.
Identity Attack0.018470341
Insult0.40189892
Profanity0.026180768
Threat0.056563694
Severe Toxicity0.008964539
Moderate 0.36095104 Moderate Con 0.365 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Atleast it's not as bad as the islam takeover of Europe. Please save europe
Atleast it's not as bad as the islam takeover of Europe. Please save europe
Identity Attack0.40255263
Insult0.13607834
Profanity0.07385241
Threat0.015774792
Severe Toxicity0.016706496
Moderate 0.36095104 Low Con 0.242 Fear_Threat
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
All Indian TFW please leave
All Indian TFW please leave
Identity Attack0.41975367
Insult0.23237456
Profanity0.13785136
Threat0.07629784
Severe Toxicity0.023076924
Moderate 0.36095104 Moderate Con 0.365 Call_To_Action
Feb 4, 2026 Inside Canada's Indian Invasion...
immigrants??? there are Indian please be more precise, Latins are not like that
immigrants??? there are Indian please be more precise, Latins are not like that
Identity Attack0.44690517
Insult0.14150882
Profanity0.079025
Threat0.008634649
Severe Toxicity0.014188796
Moderate 0.36095104 Low Con 0.281 Identity_Assertion
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Please accelerate the deportation of people from Punjab and the Muslim nations. Let's make Canada safe and beautiful.
Please accelerate the deportation of people from Punjab and the Muslim nations. Let's make Canada safe and beautiful.
Identity Attack0.45348886
Insult0.08484049
Profanity0.020988565
Threat0.04132889
Severe Toxicity0.020257099
Moderate 0.36095104 Moderate Con 0.363
Dec 24, 2025 1 likes Deportations From Canada at Their …
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)
😂😂 india people migration to Pakistan 🎉🎉🎉😂 Pakistan rupee is rising 🎉🎉 please make a vdo on Pakistan currency rise🎉 welcome to the BEST COUNTRY IN THE WORLD... PAKISTANI countries 🎉🎉
😂😂 india people migration to Pakistan 🎉🎉🎉😂 Pakistan rupee is rising 🎉🎉 please make a vdo on Pakistan currency rise🎉 welcome to the BEST COUNTRY IN THE WORLD... PAKISTANI countries 🎉🎉
Identity Attack0.3817989
Insult0.15911613
Profanity0.11725569
Threat0.050744623
Severe Toxicity0.041283876
Moderate 0.36043653 Low Con 0.229 Humor_Satire
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Tyler please investigate all the indian politicians in canada that are supporting all the Indian migration and fraud in Canada
Tyler please investigate all the indian politicians in canada that are supporting all the Indian migration and fraud in Canada
Identity Attack0.41975367
Insult0.24928534
Profanity0.023516348
Threat0.008712323
Severe Toxicity0.011291504
Moderate 0.36043653 Low Con 0.23 Call_To_Action
Feb 27, 2026 3 likes Inside Canada's Indian Invasion...
Please save us from the tyranny of our government and these terrible people today.
Please save us from the tyranny of our government and these terrible people today.
Identity Attack0.029402243
Insult0.37166002
Profanity0.06195303
Threat0.012440704
Severe Toxicity0.00667572
Moderate 0.35186127 Moderate Con 0.315 Call_To_Action
Jan 29, 2026 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 …
Keep them in your country please we get enough problems down here
Keep them in your country please we get enough problems down here
Identity Attack0.36702603
Insult0.13064787
Profanity0.04516909
Threat0.026307223
Severe Toxicity0.019095084
Moderate 0.34757367 Low Con 0.3
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada please stop allowing this immigration madness!
Canada please stop allowing this immigration madness!
Identity Attack0.29035977
Insult0.27146968
Profanity0.048425674
Threat0.009437286
Severe Toxicity0.01121521
Moderate 0.34328604 Low Con 0.221
Sep 30, 2025 IRCC Names India in Study …
Please don't blame Indians or immigrants from other countries, it is the government's responsibility and the people who voted for the Liberal Party have the same responsibility. Blaming immigrants is pointless.
Please don't blame Indians or immigrants from other countries, it is the government's responsibility and the people who voted for the Liberal Party have the same responsibility. Blaming immigrants is pointless.
Identity Attack0.36702603
Insult0.26957804
Profanity0.040158957
Threat0.00746953
Severe Toxicity0.007133484
Moderate 0.3389984 Constructive 0.643
Oct 5, 2025 11 likes Inside Canada's Indian Metropolis (Brampton)
Please keep a clean Canada like it use to be!….letting these people in have really harmed our beautiful country!…follow ICE like the states!…get on it!…before innocent people die!
Please keep a clean Canada like it use to be!….letting these people in have really harmed our beautiful country!…follow ICE like the states!…get on it!…before innocent people die!
Identity Attack0.04951127
Insult0.11464815
Profanity0.026044132
Threat0.37858796
Severe Toxicity0.018707745
Moderate 0.3389984 Moderate Con 0.431 Fear_Threat
Feb 21, 2026 Canadian immigration officers investigating hundreds …
They’re gonna destroy one of the most beautiful countries on earth and it is truly sad because the Canadian people are literally going extinct and they’re doing nothing about it. Alberta, please create your own …
They’re gonna destroy one of the most beautiful countries on earth and it is truly sad because the Canadian people are literally going extinct and they’re doing nothing about it. Alberta, please create your own country and take the northern territories with you. You cannot let the communist take such beauty away from the world. The foreigners will destroy that land.
Identity Attack0.37292135
Insult0.16266862
Profanity0.03189224
Threat0.1338057
Severe Toxicity0.012054443
Moderate 0.3389984 Moderate Con 0.389
Jan 27, 2026 Inside Canada's Indian Invasion...
please no more durka durkas. zeroooo
please no more durka durkas. zeroooo
Identity Attack0.23467018
Insult0.24928534
Profanity0.18294942
Threat0.012285355
Severe Toxicity0.021806452
Moderate 0.3375374 Low Con 0.196 Humor_Satire
Jan 3, 2026 63 likes New rules, regulations take effect …
I am Indian from India. AND I DONT FIND YOUR VIDEO RACIST. PLEASE USE THIS VIDEO TO EDUCATE FELLOW CANADIANS TO WAKE UP AND TAKE THIER COUNTRY BACK
I am Indian from India. AND I DONT FIND YOUR VIDEO RACIST. PLEASE USE THIS VIDEO TO EDUCATE FELLOW CANADIANS TO WAKE UP AND TAKE THIER COUNTRY BACK
Identity Attack0.28034934
Insult0.15343215
Profanity0.06195303
Threat0.013579931
Severe Toxicity0.017868511
Moderate 0.3317266 Constructive 0.532 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
Find them and it’s simple deport: Clean this beautiful country please!!!!!
Find them and it’s simple deport: Clean this beautiful country please!!!!!
Identity Attack0.28034934
Insult0.08410009
Profanity0.025634222
Threat0.13815513
Severe Toxicity0.022710243
Moderate 0.3308965 Low Con 0.199
Sep 29, 2025 IRCC Names India in Study …
Please do not speak for me! Take this hateful stuff down!!
Please do not speak for me! Take this hateful stuff down!!
Identity Attack0.015053716
Insult0.17486192
Profanity0.07611542
Threat0.013528148
Severe Toxicity0.0074005127
Moderate 0.3286776 Moderate Con 0.308
Aug 31, 2025 Why Canadians Are Turning Against …
What value are these Indians bringing to Canada? What is Canada trying to prove by allowing these people into the country? Can someone throw light on this please?
What value are these Indians bringing to Canada? What is Canada trying to prove by allowing these people into the country? Can someone throw light on this please?
Identity Attack0.4006267
Insult0.13607834
Profanity0.023174755
Threat0.009281937
Severe Toxicity0.012833111
Moderate 0.3281604 Low Con 0.263 Question
Aug 30, 2025 Why Canadians Are Turning Against …
Please help me not immigstinking up my apt I can't breathe
Please help me not immigstinking up my apt I can't breathe
Identity Attack0.2846865
Insult0.14874944
Profanity0.13785136
Threat0.01750142
Severe Toxicity0.015479924
Moderate 0.32712606 Moderate Con 0.443 Humor_Satire
Oct 28, 2025 Why Canadians Are Turning Against …
You all are missing the point . SEE THE BIG PICTURE!!!!! WHEN USA 🇺🇸 INVADES A “COUNTRY” !!! ITS ALIES HAVE TO OBEY USA 🇺🇸 RULES !! So they so called “ THE OPPOSITION” get …
You all are missing the point . SEE THE BIG PICTURE!!!!! WHEN USA 🇺🇸 INVADES A “COUNTRY” !!! ITS ALIES HAVE TO OBEY USA 🇺🇸 RULES !! So they so called “ THE OPPOSITION” get transformed onto “ REFUGEES “ and temporarily student visas !! . So , ALL THOSE PEOPLE ARE SEND TO , CANADA ,GERMANY , FRANCE , ENGLAND , ITALY ,USA!!! . And that’s the price any country pays , TO BELONG TO “ NATO” . It’s up to Us , to rescue Canada 🇨🇦!! Before is too late !! . NEW IMMIGRANTS!! Please , INTEGRATE!! ,ADAPT , to this country !! OR GO BACK TO YOUR COUNTRY AND FIGHT FOR YOUE FREEDOM and RIGHTS!!!! But STOP TERRAFORMING THIS COUNTRY !! Once upon a time, IT WAS A GREAT COUNTRY !!!
Identity Attack0.2823795
Insult0.16846494
Profanity0.047674157
Threat0.015947454
Severe Toxicity0.020127986
Moderate 0.3266089 Moderate Con 0.45
Sep 16, 2025 1 likes Why Canadians Are Turning Against …

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.