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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: "If they are here illegally …" 638 comments · Page 6 of 26
You are gonna make the orange man mad at us canadians more for illegal border crossings pls no we are getting raped enough by tariffs
You are gonna make the orange man mad at us canadians more for illegal border crossings pls no we are getting raped enough by tariffs
Identity Attack0.21668483
Insult0.2838064
Profanity0.21564959
Threat0.12382901
Severe Toxicity0.023076924
Moderate 0.42129645 Moderate Con 0.327 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
PIN THIS. The Indian invasion was a direct response to the trucker protest. Laying off the unvaccinated resulted in a “labor shortage” that justified all the Punjabis scamming their way into Canada. This is ethnic …
PIN THIS. The Indian invasion was a direct response to the trucker protest. Laying off the unvaccinated resulted in a “labor shortage” that justified all the Punjabis scamming their way into Canada. This is ethnic cleansing that all the parties are on. SAVE US AMERICA OR YOU WILL BE NEXT. The Punjabis already created a Brampton in California - Yuba city outside of Sacramento. Thats where the Punjabi truck driver fled to after killing people in Florida with his illegal u turn. SAVE US.
Identity Attack0.46028158
Insult0.34782293
Profanity0.0838743
Threat0.2836219
Severe Toxicity0.023692908
Moderate 0.41910073 Moderate Con 0.491 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
This Zafar lady… note her name and skin color. She is complicit in the increase in brown illegals.
This Zafar lady… note her name and skin color. She is complicit in the increase in brown illegals.
Identity Attack0.48915586
Insult0.26957804
Profanity0.07191269
Threat0.010964886
Severe Toxicity0.016964722
Moderate 0.41690505 Low Con 0.161
Sep 29, 2025 IRCC Names India in Study …
Deport all illegal fraud people in the name of student shame on them
Deport all illegal fraud people in the name of student shame on them
Identity Attack0.38318536
Insult0.36537176
Profanity0.10425757
Threat0.13815513
Severe Toxicity0.022452017
Moderate 0.41168427 Low Con 0.18 Call_To_Action
Sep 30, 2025 IRCC Names India in Study …
hindu percent is just 2.3 and sikhs just 2.1 so total 4.4 that too just in brampton or greater tornto but muslims illegal immigrants refugees muslim refugess they make up 5 percent they go ghettos …
hindu percent is just 2.3 and sikhs just 2.1 so total 4.4 that too just in brampton or greater tornto but muslims illegal immigrants refugees muslim refugess they make up 5 percent they go ghettos and all but still they arent blamed
Identity Attack0.4931391
Insult0.26957804
Profanity0.14930901
Threat0.03304107
Severe Toxicity0.023599008
Moderate 0.41168427 Moderate Con 0.459 Unverified_Claim
Oct 5, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Canadians need Trump. Or else Canada will get 1000% worst in the next 10-20 years if nothing changes This year only 35% of Canadians voted. We need to vote out the Cancerous Liberal Party. Being …
Canadians need Trump. Or else Canada will get 1000% worst in the next 10-20 years if nothing changes This year only 35% of Canadians voted. We need to vote out the Cancerous Liberal Party. Being a liberal on Planet Earth should be illegal. They have done more damage then the Germans did
Identity Attack0.3817989
Insult0.42367843
Profanity0.07047026
Threat0.024235269
Severe Toxicity0.017868511
Moderate 0.41168427 Low Con 0.29
Jan 5, 2026 3 likes Inside Canada's Indian Metropolis (Brampton)
As a proud Canadian I am so very done with these immigrants literally bombarding and overwhelming our beautiful country. We, Canadians need to come together. Unite. Deny all immigrants. I’m tired of hearing about these …
As a proud Canadian I am so very done with these immigrants literally bombarding and overwhelming our beautiful country. We, Canadians need to come together. Unite. Deny all immigrants. I’m tired of hearing about these people that are not Canadian, not born here, migrated here, and are doing so many sickening illegal things to OUR PEOPLE. Kidnappings. Abductions. Stalking single women. Stealing. Squatting in homes and properties. All that with no consequences. Zero. None. And yet they receive all the jobs. All the income. All the amenities that natural born true Canadians should receive and very well deserve. I have never understood why these immigrants all of a sudden bombarded our small towns and cities like swarms of rodents or insects and expect to be welcomed with open arms. It seemed like it happened overnight! I remember seeing a few immigrants wearing their traditional towel wrap things on their heads in a mall one day and I was okay with it. Figured they were tourists or something and then BAM there are THOUSANDS of them moving in our towns and act like they own the place. Trying to intimidate US! In our OWN COUNTRY! It really angers me from within but at the same time I don’t want to come off as a racist or a hater or wtv. I’m not a racist by any means, but I am a very protective Canadian and I love my people and my country and I will help do whatever it takes to protect my country from immigrants and them thinking that they can push us around, intimidate us and try to act superior when they are the ones pretty much INVADING our beautiful, peaceful country. I am a PROUD CANADIAN SON. Pardon my long rant. Love, Peace and Unity 👊🏽 #nativecanadianpride
Identity Attack0.46028158
Insult0.38406035
Profanity0.07255927
Threat0.13262562
Severe Toxicity0.023411209
Moderate 0.41168427 Constructive 0.713 Fear_Threat
Sep 5, 2025 1 likes Why Canadians Are Turning Against …
Humans dont migrate, birds migrate. Those are Illegal ALIENS !
Humans dont migrate, birds migrate. Those are Illegal ALIENS !
Identity Attack0.4139151
Insult0.36798462
Profanity0.040910475
Threat0.007741391
Severe Toxicity0.020257099
Moderate 0.40891263 Low Con 0.123 Humor_Satire
Jan 5, 2026 17 likes Migrants cross into Canada near …
I’m an Indian truck driver and I did an illegal u turn and wiped out a family so I could watch this.
I’m an Indian truck driver and I did an illegal u turn and wiped out a family so I could watch this.
Identity Attack0.3817989
Insult0.16817254
Profanity0.17380778
Threat0.44942492
Severe Toxicity0.048457388
Moderate 0.40891263 Moderate Con 0.444 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
How much it costs to let them stay? It's better to get rid of illegals. Or criminals.
How much it costs to let them stay? It's better to get rid of illegals. Or criminals.
Identity Attack0.44690517
Insult0.29383746
Profanity0.03690237
Threat0.2836219
Severe Toxicity0.023076924
Moderate 0.40891263 Low Con 0.208
Dec 31, 2025 Deportations From Canada at Their …
95% of Indians in the West are there illegally and using fraudulent papers.
95% of Indians in the West are there illegally and using fraudulent papers.
Identity Attack0.48990932
Insult0.3388922
Profanity0.11601777
Threat0.010265815
Severe Toxicity0.021935565
Moderate 0.40336934 Low Con 0.175 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
The government of Canada expulsion of drug trafficking and prostitution schemes of scams from illegally immigrats
The government of Canada expulsion of drug trafficking and prostitution schemes of scams from illegally immigrats
Identity Attack0.41052565
Insult0.35333878
Profanity0.15938593
Threat0.018364733
Severe Toxicity0.023076924
Moderate 0.40336934 Low Con 0.203 Unverified_Claim
Jan 15, 2026 2.9 million Canadian temporary visas …
We have a ton of drug crime, gangs now all run by Indians. Alot of street shooting and drive by- never had that before the mass migration started...as soon as we say anything we are …
We have a ton of drug crime, gangs now all run by Indians. Alot of street shooting and drive by- never had that before the mass migration started...as soon as we say anything we are targeted as racists. I was fired from a government contract for catching corruption. They litter a ton - never had litter across canada so bad. It is destroying our cities they live like it is a slum when the concentrate in specific neighborhoods. Right now we have about 2 million illegal students who came on a student visa - but stayed after the expiry. Many took over the smaller trucking businesses and fast food franchises - those 2 industries became SO CORRUPT! They don't get car insurance - I know several people who got hit in Alberta - NO COVERAGE and no accountability. 75% of Canadians want them gone!...every industry they get involved in in large numbers gets corrupted and becomes problematic, because it is just part of their culture/way of life.
Identity Attack0.46028158
Insult0.36798462
Profanity0.07934829
Threat0.122295745
Severe Toxicity0.023076924
Moderate 0.40336934 Constructive 0.675 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
She wants to allow 1000's of illegals to stay here. She wants to keep the free health care for them. Plus she supports actually allowing foreigners into our military is insane!
She wants to allow 1000's of illegals to stay here. She wants to keep the free health care for them. Plus she supports actually allowing foreigners into our military is insane!
Identity Attack0.37152436
Insult0.40243408
Profanity0.07047026
Threat0.009204263
Severe Toxicity0.01322045
Moderate 0.40336934 Moderate Con 0.393 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Americans would rather have illegal mexicans than legal indians Prove me wrong
Americans would rather have illegal mexicans than legal indians Prove me wrong
Identity Attack0.50515765
Insult0.24287975
Profanity0.0913099
Threat0.0101363575
Severe Toxicity0.021935565
Moderate 0.4014846 Low Con 0.215 Identity Attack Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Remove every illegal from CANADA.
Remove every illegal from CANADA.
Identity Attack0.46028158
Insult0.16766082
Profanity0.04792466
Threat0.34804323
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.192
Sep 29, 2025 IRCC Names India in Study …
Somebody needs to write a book on how many ways the Trudeau Liberals screwed us with their ill thought out immigration policies. From Trudeau publicly laughing and inviting illegal, economic immigrants, from around the world, …
Somebody needs to write a book on how many ways the Trudeau Liberals screwed us with their ill thought out immigration policies. From Trudeau publicly laughing and inviting illegal, economic immigrants, from around the world, to exploit Roxon road, to his brainless protege Sean Fraser screwing up the immigration file as well as the housing file.... he's still a minister in Carney's minority gov't.....as is Guilbault and that loose cannon Joly.
Identity Attack0.11744241
Insult0.46173862
Profanity0.20139475
Threat0.00951496
Severe Toxicity0.01754573
Moderate 0.4014846 Moderate Con 0.348 Policy_Critique
Jun 18, 2025 How Canada broke its immigration …
YOU ARE LYING AND BESIDE GIVING THEM MORE THEN CANADIANS GETS - THEY-THE ILLEGALS AFTER GETTING THE MONEY GOES TO THE FOOD BANKS TO TAKE THE FOOD THAT WAS MEANT FOR THE STARVING = EVERY …
YOU ARE LYING AND BESIDE GIVING THEM MORE THEN CANADIANS GETS - THEY-THE ILLEGALS AFTER GETTING THE MONEY GOES TO THE FOOD BANKS TO TAKE THE FOOD THAT WAS MEANT FOR THE STARVING = EVERY REAL CANADIAN KNOW WHATS GOING ON AND SO DOES THE DICTATOR WHO BROUGHT THEM IN
Identity Attack0.23011416
Insult0.41767508
Profanity0.023516348
Threat0.009178371
Severe Toxicity0.0128976675
Moderate 0.4014846 Low Con 0.243 Unverified_Claim
Jan 19, 2026 How much do refugees and …
All I saw in this video Bike guy hates African because they are not good People are find with indians Indians are helping in economic growth like any other canadian There is active terrorist group …
All I saw in this video Bike guy hates African because they are not good People are find with indians Indians are helping in economic growth like any other canadian There is active terrorist group "Khalistan" And you did illegal things without canada police permission Then why is video title like that?? Just ask Indian Punjabi how they feel about india... Punjab is jwel of india
Identity Attack0.46050715
Insult0.32211447
Profanity0.064458095
Threat0.0138755
Severe Toxicity0.023076924
Moderate 0.4014846 Constructive 0.529 Policy_Critique
Feb 3, 2026 4 likes Inside Canada's Indian Invasion...
Get illegals out. Only Canadian born should be in Canada doing Canadian jobs!
Get illegals out. Only Canadian born should be in Canada doing Canadian jobs!
Identity Attack0.48915586
Insult0.24767025
Profanity0.032142747
Threat0.024235269
Severe Toxicity0.021419114
Moderate 0.4014846 Low Con 0.175
Jan 3, 2026 New rules, regulations take effect …
The current " government" has no mandate to destroy our country and standard of living..every immigrant they let in is therefore illegal and need to be deported now
The current " government" has no mandate to destroy our country and standard of living..every immigrant they let in is therefore illegal and need to be deported now
Identity Attack0.47178617
Insult0.26957804
Profanity0.051932767
Threat0.11309616
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.262 Policy_Critique
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Most of these illegal activities are done by Punjabis.
Most of these illegal activities are done by Punjabis.
Identity Attack0.48990932
Insult0.26957804
Profanity0.12639372
Threat0.013113883
Severe Toxicity0.023076924
Moderate 0.4013387 Low Con 0.248 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
This chick is liberal she lies christan illegal are getting refused at the boarder the trouble makers are allowed to stay
This chick is liberal she lies christan illegal are getting refused at the boarder the trouble makers are allowed to stay
Identity Attack0.381025
Insult0.34626248
Profanity0.11725569
Threat0.011042561
Severe Toxicity0.019740647
Moderate 0.40060925 Low Con 0.213
Nov 8, 2018 How much do refugees and …
Get these illegals out now. No jobs and they deserve welfare on the back of our tax payers. We can’t afford them and they will never blend in with our culture! GET them out now. …
Get these illegals out now. No jobs and they deserve welfare on the back of our tax payers. We can’t afford them and they will never blend in with our culture! GET them out now. They are using our systems.
Identity Attack0.45610145
Insult0.26957804
Profanity0.036401358
Threat0.04132889
Severe Toxicity0.021935565
Moderate 0.40060925 Moderate Con 0.302 Fear_Threat
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
I have very deep roots here, I’m so sad our country is being ruined no matter what we do! They kill our people, they steal, they dedicate in our parks, lakes, rivers and oceans! They …
I have very deep roots here, I’m so sad our country is being ruined no matter what we do! They kill our people, they steal, they dedicate in our parks, lakes, rivers and oceans! They are killing everything! This goes on and our drinking water, animals will die! They came here because their country is no good. Now they want to do the same thing here!!! The gov’t uses our tax dollars to facilitate this, anyone that voted for this voted to kill Canada! They were netting Salmon during spawning season, very illegal and will quickly kill off the Salmon. Think about it!
Identity Attack0.36702603
Insult0.34392178
Profanity0.087430455
Threat0.20938614
Severe Toxicity0.023076924
Moderate 0.40060925 Constructive 0.561
Sep 9, 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.