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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: "as a Canadian i can …" 3,707 comments · Page 17 of 149
WHY SHOULD WE AS CANADIANS PAY OUT OF OUR POCKET TO FUND THESE PEOPLE??..WE ARE ALREADY STRUGGLING YET OUR MONEY GOES TO THESE PEOPLE THAT ARE RUINING OUR COUNTY 😮😢SO NOT A PROUD CANADIAN ANYMORE …
WHY SHOULD WE AS CANADIANS PAY OUT OF OUR POCKET TO FUND THESE PEOPLE??..WE ARE ALREADY STRUGGLING YET OUR MONEY GOES TO THESE PEOPLE THAT ARE RUINING OUR COUNTY 😮😢SO NOT A PROUD CANADIAN ANYMORE 😮😢..if i immigrate to india or Pakistan are they gonna pay my way??..f no!!,wtf if going on here??😮😢
Identity Attack0.48949075
Insult0.43450394
Profanity0.39409557
Threat0.03235042
Severe Toxicity0.09912638
Moderate 0.54823303 Moderate Con 0.415
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
So basically, they smuggling meal in itself in Canada and Canadian government liberal piece of shit doesn’t do anything that’s how strong country you are. You cannot stop the illegal people and give them free …
So basically, they smuggling meal in itself in Canada and Canadian government liberal piece of shit doesn’t do anything that’s how strong country you are. You cannot stop the illegal people and give them free apartments free everything and the debt just doubled in five years.
Identity Attack0.28883415
Insult0.4986907
Profanity0.47435758
Threat0.013372798
Severe Toxicity0.0394905
Moderate 0.54823303 Low Con 0.193 Policy_Critique
Feb 26, 2026 1 likes Inside Canada's Indian Invasion...
Just ask us Canadians how we feel about thousands of Muslims praying in our streets and parks when they have hundreds of mosques...or how about putting up sixty foot statues of your Hindu Gods in …
Just ask us Canadians how we feel about thousands of Muslims praying in our streets and parks when they have hundreds of mosques...or how about putting up sixty foot statues of your Hindu Gods in our Christian Country...the Federal Govt is openly betraying the People..PM Carny just stating Muslim Values are Canadian Values...NO THEY ARE NOT, we were built on the Europea Christian dysprosium get over it , you come here...when in Rome act like a Roman don't shit on our beaches, throw trash on the side of the road, and quit trying to scam every rule and regulation..and most of all keep telling Canadians to die and burn our Flag, the backlash is coming, you have been warned
Identity Attack0.55044734
Insult0.5130944
Profanity0.4033339
Threat0.058503386
Severe Toxicity0.16960317
Moderate 0.54325575 Moderate Con 0.379 Identity Attack Insult
Aug 26, 2025 Why Canadians Are Turning Against …
3 years, permanent residency, can't even hold a normal conversation in english while smuggling people across the border. Holy fuck what has the Canadian Government done to us, the citizens.
3 years, permanent residency, can't even hold a normal conversation in english while smuggling people across the border. Holy fuck what has the Canadian Government done to us, the citizens.
Identity Attack0.23846684
Insult0.40243408
Profanity0.5643384
Threat0.011638066
Severe Toxicity0.027833538
Moderate 0.54325575 Moderate Con 0.438
Jan 27, 2026 4,348 likes Inside Canada's Indian Invasion...
Stop letting people in from Buttfuckistan who just want to import their incompatible culture and import people from nation’s with similar values instead. No Canadian would be having this anger if it was millions of …
Stop letting people in from Buttfuckistan who just want to import their incompatible culture and import people from nation’s with similar values instead. No Canadian would be having this anger if it was millions of Koreans or Italians… people who actually build nice things instead of slums.
Identity Attack0.46614665
Insult0.5130944
Profanity0.4193644
Threat0.010421164
Severe Toxicity0.15179962
Moderate 0.54325575 Low Con 0.29 Insult
Aug 27, 2025 Why Canadians Are Turning Against …
What a ridiculous report. Canadians (myself included) are UNANIMOUSLY for tighter immigration policies. No idea where you're getting this idea that we're divided LMFAO.
What a ridiculous report. Canadians (myself included) are UNANIMOUSLY for tighter immigration policies. No idea where you're getting this idea that we're divided LMFAO.
Identity Attack0.10221587
Insult0.56997263
Profanity0.14490221
Threat0.0072882893
Severe Toxicity0.016706496
Moderate 0.54325575 Constructive 0.515 Insult Identity_Assertion
Feb 11, 2026 Canada's tighter immigration policy divides …
Pay no taxes really , like white Canadians are the one who are lazy , do no work pay no taxes live on government money which is our taxes paid !!!
Pay no taxes really , like white Canadians are the one who are lazy , do no work pay no taxes live on government money which is our taxes paid !!!
Identity Attack0.55044734
Insult0.5129801
Profanity0.070942834
Threat0.009178371
Severe Toxicity0.023076924
Moderate 0.53579444 Low Con 0.241 Identity Attack Insult
Oct 3, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The only losers are the native (The True Canadians) who lost their native land and now those "immigrants" are having problems with other "immigrants".
The only losers are the native (The True Canadians) who lost their native land and now those "immigrants" are having problems with other "immigrants".
Identity Attack0.46028158
Insult0.5678696
Profanity0.06646215
Threat0.007624879
Severe Toxicity0.01935331
Moderate 0.53579444 Low Con 0.296 Insult
Nov 22, 2025 1 likes Quebec Ends Economic Immigration Program …
The only losers are the native (The True Canadians) who lost their native land and now those "immigrants" are having problems with other "immigrants".
The only losers are the native (The True Canadians) who lost their native land and now those "immigrants" are having problems with other "immigrants".
Identity Attack0.46028158
Insult0.5678696
Profanity0.066963166
Threat0.0076766624
Severe Toxicity0.019740647
Moderate 0.53579444 Low Con 0.296 Insult
Nov 22, 2025 Quebec Ends Economic Immigration Program …
The only losers are the native (The True Canadians) who lost their native land and now those "immigrants" are having problems with other "immigrants".
The only losers are the native (The True Canadians) who lost their native land and now those "immigrants" are having problems with other "immigrants".
Identity Attack0.46028158
Insult0.5678696
Profanity0.066963166
Threat0.0076766624
Severe Toxicity0.019740647
Moderate 0.53579444 Low Con 0.296 Insult
Nov 22, 2025 Quebec Ends Economic Immigration Program …
Deport them all!! If they can’t live the Canadian culture, then they need to get out, enough with them taking over and spewing hatred and violence. So sick of this. Canada has false leaders governing …
Deport them all!! If they can’t live the Canadian culture, then they need to get out, enough with them taking over and spewing hatred and violence. So sick of this. Canada has false leaders governing this country…it’s a shame, such evil crawling around. The goal for all these immigrants is to take control of all the countries they migrated to…enough is enough!!!🛑
Identity Attack0.5039629
Insult0.5015486
Profanity0.0913099
Threat0.15434735
Severe Toxicity0.024678862
Moderate 0.53579444 Moderate Con 0.323 Identity Attack Insult
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
My cousin came to canada under a 1 year work visa,, shes white french woman.. Speaks 5 languages, has 3 degrees, ran a business in France.. she landed here 1 years ago,, had to spend …
My cousin came to canada under a 1 year work visa,, shes white french woman.. Speaks 5 languages, has 3 degrees, ran a business in France.. she landed here 1 years ago,, had to spend 400$ to prove she speaks ENGLISH, (she speaks it fluently),, she paid taxes the moment she landed and got a job, bought a car, a small apartment. Everything Canadian,, not like these degenerate scum sucking immigrants. Had to spend another 500$ to extend her visa for another year.. Everything was going well. Until these worthless liberal cockroaches knocks on her door and told her she has 1 month to leave, because shes taking a JOB away from a CANADIAN!!!.. Are you fuckin kidding me.. These worthless ungrateful, self serving pakis, indies and chinese and who knows what else we let in, are getting subsidies to work at tim hortons,, Walmart,, canadaian tires.. Meanwhile our real Canadian kids can't get summer jobs or part times,, because of these worthless immigrants. Shes corporate, she doesn't take small coffee serving jobs..
Identity Attack0.5135796
Insult0.5543018
Profanity0.36230123
Threat0.012699619
Severe Toxicity0.16960317
Moderate 0.53579444 Moderate Con 0.484 Identity Attack Insult Personal_Narrative
Feb 19, 2026 1 likes LILLEY UNLEASHED: The fall of …
send them all home. then restart the program when you people give a shit about Canadian security. all should be fired at the IRCC.
send them all home. then restart the program when you people give a shit about Canadian security. all should be fired at the IRCC.
Identity Attack0.10221587
Insult0.4378843
Profanity0.44431314
Threat0.2606104
Severe Toxicity0.023974609
Moderate 0.53579444 Low Con 0.184
Nov 7, 2025 IRCC Names India in Study …
The only losers are the native (The True Canadians) who lost their native land and now those "immigrants" are having problems with other "immigrants".
The only losers are the native (The True Canadians) who lost their native land and now those "immigrants" are having problems with other "immigrants".
Identity Attack0.46028158
Insult0.5678696
Profanity0.066963166
Threat0.0076766624
Severe Toxicity0.019740647
Moderate 0.53579444 Moderate Con 0.301 Insult
Nov 22, 2025 Quebec Ends Economic Immigration Program …
The Truth is: "PEOPLE ARE HYPOCRITE". People have double standards. People live in cognitive dissonance. "I came from Portugal or Poland but I don't like the new immigrants" isn't this funny. Canada has a short …
The Truth is: "PEOPLE ARE HYPOCRITE". People have double standards. People live in cognitive dissonance. "I came from Portugal or Poland but I don't like the new immigrants" isn't this funny. Canada has a short history, it was founded a couple of centuries ago, in that sense, every Canadian was an immigrant at some point. For them, the white people, the problem is not immigration, but the brown people. "We hindus don't say Christianity or islam is bad" liar......here in india majority of hindus hate muslims to their core, hindus don't like sikhs, they dont like Christians, hindus don't even like fellow hindus, that are so-called lower caste. And here in punjab some portion of punjabis are furious about the migration of workers, labourers that come from UP & Bihar provinces. In their mind, the migration is an existential threat to the punjabi identity and community. But those hypocrites don't think like that when they move to abroad.
Identity Attack0.46028158
Insult0.56997263
Profanity0.1067334
Threat0.00899713
Severe Toxicity0.023076924
Moderate 0.53579444 Constructive 0.545 Insult
Oct 10, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The only losers are the native (The True Canadians) who lost their native land and now those "immigrants" are having problems with other "immigrants".
The only losers are the native (The True Canadians) who lost their native land and now those "immigrants" are having problems with other "immigrants".
Identity Attack0.46028158
Insult0.5678696
Profanity0.066963166
Threat0.0076766624
Severe Toxicity0.019740647
Moderate 0.53579444 Moderate Con 0.301 Insult
Nov 22, 2025 Quebec Ends Economic Immigration Program …
The only losers are the native (The True Canadians) who lost their native land and now those "immigrants" are having problems with other "immigrants".
The only losers are the native (The True Canadians) who lost their native land and now those "immigrants" are having problems with other "immigrants".
Identity Attack0.46028158
Insult0.5678696
Profanity0.06646215
Threat0.007624879
Severe Toxicity0.01935331
Moderate 0.53579444 Low Con 0.296 Insult
Nov 22, 2025 Quebec Ends Economic Immigration Program …
Good thing Trump has secured the north border with this trash trying to get into America from Canada. Canadians will be the minority soon enough as they give their country away.
Good thing Trump has secured the north border with this trash trying to get into America from Canada. Canadians will be the minority soon enough as they give their country away.
Identity Attack0.458714
Insult0.5543018
Profanity0.15985115
Threat0.01187109
Severe Toxicity0.023076924
Moderate 0.53579444 Low Con 0.16 Insult Fear_Threat
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Indians ruined Canada by 💩 on beaches, ruining the trucking industry, obliterating Canadian culture and values
Indians ruined Canada by 💩 on beaches, ruining the trucking industry, obliterating Canadian culture and values
Identity Attack0.56445944
Insult0.46774593
Profanity0.29209393
Threat0.024235269
Severe Toxicity0.09912638
Moderate 0.53579444 Low Con 0.139 Identity Attack Unverified_Claim
Jun 21, 2025 How Canada broke its immigration …
Diab is Lebanese first, Canadian second. She is a good example of a fools cabinet, DEI hire. Get the liberals out, fast
Diab is Lebanese first, Canadian second. She is a good example of a fools cabinet, DEI hire. Get the liberals out, fast
Identity Attack0.17536941
Insult0.6099415
Profanity0.12639372
Threat0.011741633
Severe Toxicity0.017674843
Moderate 0.53579444 Low Con 0.107 Insult Identity_Assertion
Mar 3, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
As a Canadian i just wanna say we love immigrants, ask any Canadian we love fillipinos more than other Canadians. East Indians are rude, dirty and hate our people. They deserve every bit of hate …
As a Canadian i just wanna say we love immigrants, ask any Canadian we love fillipinos more than other Canadians. East Indians are rude, dirty and hate our people. They deserve every bit of hate they get and i cant wait until Canadians finally send them all home. Not to mention they live like complete animals 5-10 of them in a 2 bedroom apartment (ive seen it with my own eyes delivering furniture). They then save up their money as a group buy up a business then only hire their own. They are a disgusting group of people t hat need to be banned from every country outside of their own.
Identity Attack0.5707127
Insult0.5332045
Profanity0.19401662
Threat0.045572113
Severe Toxicity0.15179962
Moderate 0.52811706 Constructive 0.523 Identity Attack Insult
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Utterly disgusting. Canadian government needs to deport all recent indian arrivals. Most are here via scams. We can't have immigration coming from just one place in massive numbers. You are supplanting Canada as a nation …
Utterly disgusting. Canadian government needs to deport all recent indian arrivals. Most are here via scams. We can't have immigration coming from just one place in massive numbers. You are supplanting Canada as a nation and making it a new "India".
Identity Attack0.5504064
Insult0.5130944
Profanity0.09389619
Threat0.020609349
Severe Toxicity0.023082556
Moderate 0.52811706 Moderate Con 0.458 Identity Attack Insult Unverified_Claim
Oct 1, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
As an Indian, i should say that the Canadian politicians are brain dead or something. Over immigration will ruin any country. This is isn't any positive to Indian interest either. The Panjabi population in Canada …
As an Indian, i should say that the Canadian politicians are brain dead or something. Over immigration will ruin any country. This is isn't any positive to Indian interest either. The Panjabi population in Canada is an influential vote bank there and as a result Canada become a safe heaven for Sikh criminals and Khalistan terrorist groups.
Identity Attack0.5124616
Insult0.54525656
Profanity0.16217725
Threat0.038911607
Severe Toxicity0.02402156
Moderate 0.52811706 Moderate Con 0.498 Identity Attack Insult Policy_Critique
Feb 27, 2026 4 likes Inside Canada's Indian Invasion...
Most of canadians don't wants to work they depend on free money from canadian Government....they too lazy...
Most of canadians don't wants to work they depend on free money from canadian Government....they too lazy...
Identity Attack0.41975367
Insult0.5723624
Profanity0.07514556
Threat0.008168601
Severe Toxicity0.017997624
Moderate 0.52811706 Low Con 0.186 Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
No Canada has not been long deemed a hub of multiculturalism. You are a globalist liar. Multiculturalism has been crammed down our throats in the last 3 decades. Canada was created by immigration alright, but …
No Canada has not been long deemed a hub of multiculturalism. You are a globalist liar. Multiculturalism has been crammed down our throats in the last 3 decades. Canada was created by immigration alright, but immigration of Judeo-Christian Europeans who all assimilated into Canadian Culture. In the last 3 decades they have been trying to destroy that Canada by bringing in people from everywhere but Judeo-Christian nations with nothing in common with that Canadian culture and trying to force Canadians to accept being replaced by non assimilating 2nd, 3rd and 4th world Rodents who try to turn the country into the shitholes they ran from. You can lie all you want. Canada is finished if they don't deport everything that came in illegally under Trudeau and Harper that have been allowed to discriminate openly along with the women against the White males that created everything. That is what's happened in Canada, not the BS you spew here. Deport them all and Make Canada Canada again. One last point, foreign students have been the biggest nothingness brought in. Canadian kids get excluded because the foreign student pays twice the tuition, that's the only reason they are brought in. The majority make nothing better and disrespect the country openly, daily. That is the truth about Canada and immigration.
Identity Attack0.11307524
Insult0.32162124
Profanity0.013995135
Threat0.0039436007
Severe Toxicity0.0041283946
Moderate 0.5240014
Apr 14, 2025

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.