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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: "Where do we go from …" 2,613 comments · Page 24 of 105
Hating our own species in one not so epic way to go extinct at least nuclear war is a better way to go with a bang
Hating our own species in one not so epic way to go extinct at least nuclear war is a better way to go with a bang
Identity Attack0.31015682
Insult0.13607834
Profanity0.20808282
Threat0.5195707
Severe Toxicity0.16960317
Moderate 0.43230394 Low Con 0.143 Threat Fear_Threat
Feb 12, 2026 2 likes Inside Canada's Indian Invasion...
Whites are not Native to Canada 😂... Your home is europe.. Go back there
Whites are not Native to Canada 😂... Your home is europe.. Go back there
Identity Attack0.49855098
Insult0.25998658
Profanity0.096805766
Threat0.010291707
Severe Toxicity0.023076924
Moderate 0.43230394 Low Con 0.176 Identity_Assertion
Feb 22, 2026 2 likes Inside Canada's Indian Invasion...
Tyler I love your channel, but the reason some people accuse you of not doing journalism and being racist is because of things like how much you focused on that racist white guy on a …
Tyler I love your channel, but the reason some people accuse you of not doing journalism and being racist is because of things like how much you focused on that racist white guy on a bike. Why would you include him saying black people from subsaharan Africa are dumb when it has nothing to do with this video? You could have just included his perspective on Indians but you gave him so much time to go on a tangent and a racist rant.
Identity Attack0.46028158
Insult0.43296707
Profanity0.22663295
Threat0.012026439
Severe Toxicity0.023076924
Moderate 0.43230394 Constructive 0.717 Meta_Commentary
Feb 22, 2026 Inside Canada's Indian Invasion...
They didn’t bring them in for the aging population this is a depopulation plan. Georgia Guidestones. The elites look at humanity as animals to be culled. We are parasites to them. It is in our …
They didn’t bring them in for the aging population this is a depopulation plan. Georgia Guidestones. The elites look at humanity as animals to be culled. We are parasites to them. It is in our movies, award shows, Olympic shows, they se xualize children and trans is another way to castrate to end goal of legalizing pe do phelia. Demonize Christianity as our God is the only one they fear. Take total control of everything in our lives until we give up. The government gave us maid, the bioweapon needle of which Trudeau owns a patent. The immigrants don’t care as government funds them with tax payer dollars yearly (from an immigrant $82 000. Per yr) I worked for 30 yrs and never made that amount. So bankrupting our pension funds because pretty sure that was done decades ago purposefully. Immigrants get way more than a persons pension which is no longer enough to live on and if you get sick you can opt out of life. Globalists are a death cult. You can see it in the decline destruction of so many countries, how they go after children, the men and women born to their countries, how they cause division, how they laugh in our faces. So immigrants if you think that you have it made don’t be surprised when they come for you. Trump is the only leader who is taking these people out. He has people behind him protecting him. He has been in a war with the globalists since he was first elected president. Before Trump there were people fighting against the plans of these elites. They feed on fear, hopelessness, anger, despair, so do not let them put you in that low vibration. Be hopeful, loving, joyful, peaceful, show strength protest the government, the judiciary look into common law as opposed to maritime law. We have been lied to about history, medicine, natural medicine they demonized, religion, education, etc Think critically, and pray get close to God.
Identity Attack0.42615733
Insult0.40420914
Profanity0.22889622
Threat0.13127698
Severe Toxicity0.02378681
Moderate 0.43230394 Constructive 0.614
Sep 8, 2025 Why Canadians Are Turning Against …
GO BACK TO INDIA AS A PROUD CANADIAN I AM NOT HAPPY WITH THE IMMIGRATION IN MY COUNTRY
GO BACK TO INDIA AS A PROUD CANADIAN I AM NOT HAPPY WITH THE IMMIGRATION IN MY COUNTRY
Identity Attack0.48915586
Insult0.24493282
Profanity0.06044999
Threat0.010058682
Severe Toxicity0.023076924
Moderate 0.43230394 Moderate Con 0.354
Sep 20, 2025 17 likes Inside Canada's Indian Metropolis (Brampton)
This degradation is going on 15 years. Go back 20 and all the immigrants we had were professionals with capital or they were not getting in. Now we let in riff Raff and they are …
This degradation is going on 15 years. Go back 20 and all the immigrants we had were professionals with capital or they were not getting in. Now we let in riff Raff and they are spying on if there Chinese and corrupting our values if they are Muslim....and I have Muslim friends they are great and hate all these new radical arrivals
Identity Attack0.5135796
Insult0.3388922
Profanity0.10920923
Threat0.019746035
Severe Toxicity0.023076924
Moderate 0.42985553 Constructive 0.566 Identity Attack Policy_Critique
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
So we will going to witness another poop throwing festival in canada by Hinduism radical extremists as they similarly celebrated this festival in india??
So we will going to witness another poop throwing festival in canada by Hinduism radical extremists as they similarly celebrated this festival in india??
Identity Attack0.45610145
Insult0.40243408
Profanity0.22792831
Threat0.020091362
Severe Toxicity0.023076924
Moderate 0.42985553 Low Con 0.232 Fear_Threat
Feb 10, 2026 Inside Canada's Indian Invasion...
If you’re going to stereotype Indians, then stop benefiting from Indians too. Don’t hire us, don’t target us for views, and don’t take our business—because profiting from a community while insulting it is hypocrisy.
If you’re going to stereotype Indians, then stop benefiting from Indians too. Don’t hire us, don’t target us for views, and don’t take our business—because profiting from a community while insulting it is hypocrisy.
Identity Attack0.37361985
Insult0.45758462
Profanity0.078378424
Threat0.009411395
Severe Toxicity0.012359619
Moderate 0.42985553 Moderate Con 0.419 Moral_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
We do not have the upper class Indians here. There is no such thing. They ruined Canada, just like they ruin everywhere they go.
We do not have the upper class Indians here. There is no such thing. They ruined Canada, just like they ruin everywhere they go.
Identity Attack0.50515765
Insult0.3486032
Profanity0.066963166
Threat0.040638234
Severe Toxicity0.023076924
Moderate 0.42985553 Low Con 0.232 Identity Attack Fear_Threat
Feb 16, 2026 3 likes Inside Canada's Indian Invasion...
Ain't hard come over on a student visa complete your courses go back don't complete your paperwork go back banned are we not missing a crap load of student Visa's that have run out 5 …
Ain't hard come over on a student visa complete your courses go back don't complete your paperwork go back banned are we not missing a crap load of student Visa's that have run out 5 years ago ?
Identity Attack0.01656105
Insult0.40243408
Profanity0.39409557
Threat0.009592636
Severe Toxicity0.018836858
Moderate 0.42985553 Moderate Con 0.5 Question
Feb 19, 2026 Canadian immigration officers investigating hundreds …
26:36 This‼️ food so expensive I go hungry every month as I'm writing this I have zero food in my house and all the resources are overburdened because of all the new immigrants🤬🤦‍♀️🥺
26:36 This‼️ food so expensive I go hungry every month as I'm writing this I have zero food in my house and all the resources are overburdened because of all the new immigrants🤬🤦‍♀️🥺
Identity Attack0.46028158
Insult0.25800487
Profanity0.15019037
Threat0.011042561
Severe Toxicity0.023176458
Moderate 0.42985553 Constructive 0.602 Personal_Narrative
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
These ppl come amd make it a little india nd then dont assimilate and act exactly the same. Why not go home and be there then if you miss it ad love it so much. …
These ppl come amd make it a little india nd then dont assimilate and act exactly the same. Why not go home and be there then if you miss it ad love it so much. Its not racist to not eant our homes taken regardless of how hypocritical that is
Identity Attack0.37730414
Insult0.43450394
Profanity0.1811049
Threat0.01119791
Severe Toxicity0.02167734
Moderate 0.42985553 Constructive 0.529 Fear_Threat
Mar 2, 2026 Inside Canada's Indian Invasion...
no one is suppressed in punjab , go there and see , everybody happy and partying ....if arresting drug lord and gangstar political then you should choose to live in africa ...
no one is suppressed in punjab , go there and see , everybody happy and partying ....if arresting drug lord and gangstar political then you should choose to live in africa ...
Identity Attack0.41975367
Insult0.42881694
Profanity0.10363861
Threat0.061089642
Severe Toxicity0.023076924
Moderate 0.4274071 Low Con 0.285 Comparative_Framing
Jan 29, 2026 Inside Canada's Indian Invasion...
If you don't like living with Indian people just go to a white town like Hamilton or Peterborough
If you don't like living with Indian people just go to a white town like Hamilton or Peterborough
Identity Attack0.5135796
Insult0.24903896
Profanity0.1413768
Threat0.018192071
Severe Toxicity0.023076924
Moderate 0.4274071 Low Con 0.284 Identity Attack
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Scamming their way into the West is an industry to India. Not wanting your country to turn into India is not "racist"- that word lost all meaning. You know what's hateful? The massive theft and …
Scamming their way into the West is an industry to India. Not wanting your country to turn into India is not "racist"- that word lost all meaning. You know what's hateful? The massive theft and car-jackings, taking jobs from our youth and causing a job crisis, taking advantage of our refugee system and taking advantage of our food banks. How about the insane amount of SA crimes on children, and bringing their turf wars here. They gotta go, we're so bloody sick of India. India and China needs to leave our country. Lock the doors
Identity Attack0.46028158
Insult0.40975618
Profanity0.2188925
Threat0.064969026
Severe Toxicity0.023645958
Moderate 0.4274071 Constructive 0.65 Fear_Threat
Feb 19, 2026 2 likes LILLEY UNLEASHED: The fall of …
Cut down to 10,000 that may mean something, Canada is broke, dying, on life support. But these bums own our median now and they all need to go to jail.
Cut down to 10,000 that may mean something, Canada is broke, dying, on life support. But these bums own our median now and they all need to go to jail.
Identity Attack0.10409598
Insult0.42167732
Profanity0.22622968
Threat0.34804323
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.258
Jan 4, 2026 New rules, regulations take effect …
Go back to Europe birdpoop salt shaker
Go back to Europe birdpoop salt shaker
Identity Attack0.316
Insult0.40243408
Profanity0.25093055
Threat0.013269233
Severe Toxicity0.02416241
Moderate 0.4269174 Low Con 0.146 Identity_Assertion
Feb 12, 2026 1 likes Inside Canada's Indian Invasion...
GO HOME INDIAN 👋
GO HOME INDIAN 👋
Identity Attack0.46028158
Insult0.34782293
Profanity0.1413768
Threat0.022853967
Severe Toxicity0.028730227
Moderate 0.4269174 Low Con 0.175
Sep 30, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
These so called students should kicked out of this country. Why is this Canadian government is so slow for actions? I support USA in this matter. Illegal go out and don’t give visa for those …
These so called students should kicked out of this country. Why is this Canadian government is so slow for actions? I support USA in this matter. Illegal go out and don’t give visa for those nasty nations. They are already damaging the system here
Identity Attack0.3958119
Insult0.4339631
Profanity0.09961538
Threat0.13346854
Severe Toxicity0.022452017
Moderate 0.4269174 Low Con 0.264 Call_To_Action
Sep 29, 2025 IRCC Names India in Study …
Go to Guyana at the berbice bridge the only job that black people work is at a security guard.
Go to Guyana at the berbice bridge the only job that black people work is at a security guard.
Identity Attack0.5124616
Insult0.26957804
Profanity0.14842765
Threat0.014738814
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.274 Identity Attack Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
The liberals minister for immigration doesn't have a clue. She is not going to win this argument. Just take a look around you. Sick of this.
The liberals minister for immigration doesn't have a clue. She is not going to win this argument. Just take a look around you. Sick of this.
Identity Attack0.060220852
Insult0.48627716
Profanity0.050930742
Threat0.009411395
Severe Toxicity0.00831604
Moderate 0.4269174 Low Con 0.278 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I don't care if someone thinks of me as racist. Grow up people. If you want to get away with something call it racist. Canadians need to toughen up and put their foot down and …
I don't care if someone thinks of me as racist. Grow up people. If you want to get away with something call it racist. Canadians need to toughen up and put their foot down and get rid of migrants. This birth thing is a lie. People are going to be loosing jobs like crazy because of robots and AI. I'd coming soon.
Identity Attack0.35299334
Insult0.4378843
Profanity0.098377466
Threat0.0475118
Severe Toxicity0.021290002
Moderate 0.4269174 Moderate Con 0.45 Call_To_Action
Aug 26, 2025 Why Canadians Are Turning Against …
Government does not place the same restrictions that is placed on us if we go to another country. Canada is gone to hell. We are treated like we are less than others. I am tired …
Government does not place the same restrictions that is placed on us if we go to another country. Canada is gone to hell. We are treated like we are less than others. I am tired of the way Canada has gone to the dumps.
Identity Attack0.2854555
Insult0.40243408
Profanity0.29209393
Threat0.016120117
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.468
Aug 28, 2025 5 likes Why Canadians Are Turning Against …
okay the white guy on the bike lost me when he said " google the average iq of africa" bro have you seen the average american iq? it's going higher bcz it's boosted by immigrants …
okay the white guy on the bike lost me when he said " google the average iq of africa" bro have you seen the average american iq? it's going higher bcz it's boosted by immigrants from not america. also africa isn't a country
Identity Attack0.50515604
Insult0.26957804
Profanity0.16636424
Threat0.012492486
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.457 Identity Attack Unverified_Claim
Feb 5, 2026 3 likes Inside Canada's Indian Invasion...
What i learned from tylers vid is we should leave the indians here and go back to europe
What i learned from tylers vid is we should leave the indians here and go back to europe
Identity Attack0.5075293
Insult0.24561718
Profanity0.15371579
Threat0.049128212
Severe Toxicity0.02406851
Moderate 0.4269174 Low Con 0.277 Identity Attack Identity_Assertion
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.