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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 #}

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Active: "They the government does not …" 1,794 comments · Page 33 of 72
Blame your government
Blame your government
Identity Attack0.06522302
Insult0.08484049
Profanity0.058445938
Threat0.024062606
Severe Toxicity0.0074768066
Low Tox 0.25727063 Low Con 0.267
Dec 30, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Breach of data is trending down there from this administration. Nope, not going to have my info sold by such a corrupt government.
Breach of data is trending down there from this administration. Nope, not going to have my info sold by such a corrupt government.
Identity Attack0.0006438077
Insult0.25081456
Profanity0.00017359378
Threat0.000121901
Severe Toxicity0.0000027850801
Low Tox 0.2563598
Dec 8, 2025
I can understand the immigration problem in your country. The problem I have is where people would use immigration as a cover for being racist. If you want to assimilate immigrants in your country, it …
I can understand the immigration problem in your country. The problem I have is where people would use immigration as a cover for being racist. If you want to assimilate immigrants in your country, it would take a while. They will need time and patience. Likely their children will be more assimilated if they were young or born there. A lot of immigrants who are white in your country and your history likely took time for them to assimilate. But their children were likely already assimilated. Also, don’t blame the immigrants for the actions of your government. And yes, your country is changing and it happens all the time when you are nation founded by immigrants. For some of you who think the system isn’t working I get that. But for those who find it a problem when they are not white, just say it.
Identity Attack0.28883415
Insult0.083112895
Profanity0.06195303
Threat0.009799767
Severe Toxicity0.008850098
Low Tox 0.2553839 Constructive 0.732 Moral_Argument
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
In Portugal the government is starting to implement some measures but to be honest we are not noting any difference so far. He started having fraud in our NHS because the public workers were enrolling …
In Portugal the government is starting to implement some measures but to be honest we are not noting any difference so far. He started having fraud in our NHS because the public workers were enrolling illegal immigrants with fake addresses in exchange of money. There lines since 4 AM of portuguese elders in front of the health centers trying to have an appointment with no luck. Someone from the Foreign Affairs Office was envolver in the scheme as well. This is sick and of course members of the governments have to be evolved.
Identity Attack0.14661247
Insult0.23237456
Profanity0.03715288
Threat0.0084793
Severe Toxicity0.005722046
Low Tox 0.2553839 Constructive 0.686 Unverified_Claim
Nov 22, 2025 4 likes Quebec Ends Economic Immigration Program …
Liberals government are the problem 🙄
Liberals government are the problem 🙄
Identity Attack0.16801116
Insult0.16551061
Profanity0.031641733
Threat0.008000307
Severe Toxicity0.004634857
Low Tox 0.2553839 Low Con 0.215 Policy_Critique
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
This guy brags about having permanent residence, which is essentially Canadian citizenship, but can't speak English lmao. Brutal policy from the Canadian government.
This guy brags about having permanent residence, which is essentially Canadian citizenship, but can't speak English lmao. Brutal policy from the Canadian government.
Identity Attack0.11976352
Insult0.16480011
Profanity0.035900343
Threat0.010472948
Severe Toxicity0.006980896
Low Tox 0.2553839 Moderate Con 0.345 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
"Thank God we're being invaded by Punjabis because it could be so much worse" Such a Canadian reaction. I work with a ton of Sikhs, most of them are decent, and they're smart enough to …
"Thank God we're being invaded by Punjabis because it could be so much worse" Such a Canadian reaction. I work with a ton of Sikhs, most of them are decent, and they're smart enough to know they don't want to be here, most of them want to go back to Punjab but our government gives them so much opportunity to exploit Canada that they can't resist it.
Identity Attack0.30103904
Insult0.082866095
Profanity0.021945024
Threat0.012026439
Severe Toxicity0.008277893
Low Tox 0.2553839 Constructive 0.625 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The problem is the kind of immigrants the government lets in. Why only people from India?
The problem is the kind of immigrants the government lets in. Why only people from India?
Identity Attack0.3043136
Insult0.06722072
Profanity0.026727317
Threat0.007793174
Severe Toxicity0.007133484
Low Tox 0.25462922 Low Con 0.196 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
On the Khalistan poster, the guy on the right was the one that got killed in Surrey BC, by the Indian government. In the parking lot of a Sikh temple.
On the Khalistan poster, the guy on the right was the one that got killed in Surrey BC, by the Indian government. In the parking lot of a Sikh temple.
Identity Attack0.22063516
Insult0.053791173
Profanity0.02932342
Threat0.2836219
Severe Toxicity0.012435913
Low Tox 0.25462922 Moderate Con 0.459 Personal_Narrative
Feb 11, 2026 Inside Canada's Indian Invasion...
Thanks our Government. We become third world country….. communist. 😂
Thanks our Government. We become third world country….. communist. 😂
Identity Attack0.14233272
Insult0.10148193
Profanity0.025634222
Threat0.008077981
Severe Toxicity0.00667572
Low Tox 0.25462922 Low Con 0.168
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I am a born and raised Canadian. I have 3 boys that are 30, 25, 21, my 30 yr old recently went blind and is dealing with that in another province. My other 2 live …
I am a born and raised Canadian. I have 3 boys that are 30, 25, 21, my 30 yr old recently went blind and is dealing with that in another province. My other 2 live at home with me, because none of us can afford to live on our own as we rent, and they can't find work anywhere. The government needs to fix the problems they have before bringing in new people. If your own people can't survive, why the hell are you bringing in more people. Up goes the crime rate, up goes homelessness. The worst part is most homeless people are born and bred Canadians, while the immigrants get jobs and housing pretty much handed to them. I don't think the prime minister should have been able to make the decision to bring more and more immigrants here with out asking the people.
Identity Attack0.028418748
Insult0.13607834
Profanity0.2687007
Threat0.00933372
Severe Toxicity0.010604858
Low Tox 0.25462922 Constructive 0.778 Personal_Narrative
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
The government is to blame, immigration has been out of control for decades, I am absolutely fed up with our government, complete failure
The government is to blame, immigration has been out of control for decades, I am absolutely fed up with our government, complete failure
Identity Attack0.120924085
Insult0.11464815
Profanity0.027137227
Threat0.008026198
Severe Toxicity0.0051116943
Low Tox 0.25462922 Moderate Con 0.42
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
DOES ANYONE ASK WHY IMMIGRANTS ARE COMING, IF WESTERN GOVERNMENTS CONTINUE TO DESTABLISE AND WEAKEN OTHER COUNTRIES IN AFRICA AND THE MIDDLE EAST WHY BE SURPRISED IF NORMAL PEOPLE IN THOSE WANT TO SEEK A …
DOES ANYONE ASK WHY IMMIGRANTS ARE COMING, IF WESTERN GOVERNMENTS CONTINUE TO DESTABLISE AND WEAKEN OTHER COUNTRIES IN AFRICA AND THE MIDDLE EAST WHY BE SURPRISED IF NORMAL PEOPLE IN THOSE WANT TO SEEK A BETTER AND MORE STABLE LIFE IN THE WEST. MORAL OF THIS TALE THE WEST NEEDS TO STOP INVADING OTHER COUNTRIES!
Identity Attack0.25647953
Insult0.06889887
Profanity0.022013342
Threat0.010265815
Severe Toxicity0.009117126
Low Tox 0.25462922 Moderate Con 0.364 Moral_Argument
Aug 26, 2025 Why Canadians Are Turning Against …
I'm an Indian but I don't support invading a whole country as a swarm and transforming that place like their homeland literally making the actual natives uncomfortable. If you wanna live in that place , …
I'm an Indian but I don't support invading a whole country as a swarm and transforming that place like their homeland literally making the actual natives uncomfortable. If you wanna live in that place , just respect the people's culture , religion and appreciate the rational space they actually provide . And for the countries with illegal immigrant problems , just send them back ??!! The government's corruption is also playing a major role . These goverment officials collect lumpsum amount of money from immigrants as bribe and letting them live there by the fact that it's easier for the government to earn by making the country worse than actually earning by making the country better .
Identity Attack0.23163283
Insult0.11464815
Profanity0.078378424
Threat0.011974656
Severe Toxicity0.009689331
Low Tox 0.25462922 Constructive 0.753 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
You talk about the French Language??? Ottawa is a ENGLISH province. The French language was implemented by Trudeaus dad when it was English only and Quebec wanted to separate. The French people take up our …
You talk about the French Language??? Ottawa is a ENGLISH province. The French language was implemented by Trudeaus dad when it was English only and Quebec wanted to separate. The French people take up our government jobs in Ottawa and leave the lower paying jobs to other non speaking French. Go to Quebec they have NO ENGLISH SIGNS, but come to Ottawa making sure they are entitled!. Im sick of the language barrier its discrimination and take the free riders from other countries with you.
Identity Attack0.15945168
Insult0.16766082
Profanity0.016479544
Threat0.0065050707
Severe Toxicity0.005760193
Low Tox 0.25462922 Constructive 0.516 Policy_Critique
Aug 27, 2025 Why Canadians Are Turning Against …
The government knows majority of its own citizens don’t support them. So they pay immigrants to come here and vote for them off our hard earned dollars. Simply mental to support them.
The government knows majority of its own citizens don’t support them. So they pay immigrants to come here and vote for them off our hard earned dollars. Simply mental to support them.
Identity Attack0.23239216
Insult0.14512913
Profanity0.018529098
Threat0.0070164283
Severe Toxicity0.0048828125
Low Tox 0.25462922 Low Con 0.257
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Bro, there's NO competition for resources when the government is literally incentivizing all these companies to hire only migrant workers. Where's the competition when you have to pay a Canadian 30% more? No wonder every …
Bro, there's NO competition for resources when the government is literally incentivizing all these companies to hire only migrant workers. Where's the competition when you have to pay a Canadian 30% more? No wonder every single everything is no longer employed by Black, White or Asian Canadians that actually speak English.
Identity Attack0.29798782
Insult0.06858205
Profanity0.014976538
Threat0.006479179
Severe Toxicity0.005722046
Low Tox 0.25462922 Moderate Con 0.468
Aug 26, 2025 Why Canadians Are Turning Against …
Every western government hates its own people and has been attempting to finish off its own civilization. Worse, the people still believe their government.
Every western government hates its own people and has been attempting to finish off its own civilization. Worse, the people still believe their government.
Identity Attack0.105836816
Insult0.08459369
Profanity0.035900343
Threat0.019573374
Severe Toxicity0.00579834
Low Tox 0.25462922 Low Con 0.117 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
The panel is entirely comprised of DEI hires. Typical Canadian government grift.
The panel is entirely comprised of DEI hires. Typical Canadian government grift.
Identity Attack0.10221587
Insult0.22770336
Profanity0.020988565
Threat0.006770459
Severe Toxicity0.0039863586
Low Tox 0.25462922 Low Con 0.092
Sep 30, 2025 IRCC Names India in Study …
I am disgusted by what Canada has become. The government has allowed a free for all to take place without checks and balances for their own profit…whether it’s votes for political mileage, money that is …
I am disgusted by what Canada has become. The government has allowed a free for all to take place without checks and balances for their own profit…whether it’s votes for political mileage, money that is being invested by certain people groups that will help enrich the pockets of government or whatever the reason - has caused this country to descend to the dumps st a rate faster than it takes to say ‘Oh Canada’. As an immigrant, I have seen the degeneration within the country (particularly Toronto & GTA) in 10 years. Sometimes it feels like you’re in a different country, with a different language other than English or French, individuals who refuse to adopt the traditional Canadian lifestyle, who are allowed in with little value for system and order, allowed to procreate and ‘raise’ children who don’t appreciate the Canadian values, both born and immigrants using crime as their currency to their warped perception of wealth and an whole history of issues that impact the lives of the average law and culturally abiding citizen. Oh there’s so much more that can be said about the state of this nation, but if there are bold-faced chants about who will be ruling Canada by 2060, those that have the power to do something need to pay VERY CLOSE ATTENTION. That is not just wishful thinking. That is a threat that will come to pass if a blind eye and a deaf ear is turned which, the government seems bent on doing. A word to the wise is sufficient.
Identity Attack0.116281845
Insult0.1823172
Profanity0.041160982
Threat0.007948523
Severe Toxicity0.0059127808
Low Tox 0.25462922 Constructive 0.677 Policy_Critique
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
I came here 40 yrs ago and adapted and never had a hand out by the government and just worked but lately all I see are new immigrants not adapting or trying so I can …
I came here 40 yrs ago and adapted and never had a hand out by the government and just worked but lately all I see are new immigrants not adapting or trying so I can see why all the resentment against immigrants.I unfortunately have to say Indians and Arabic culture doesn’t want to conform to their adopted country so we have to limit these group.
Identity Attack0.35624164
Insult0.075868964
Profanity0.030890211
Threat0.01086132
Severe Toxicity0.008506775
Low Tox 0.25462922 Constructive 0.734 Identity_Assertion
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
People who don't want to talk to us, understand us, do business with us, rent to us. but the same people want us to assimilate, Convert, stop talking to each other and stop doing any …
People who don't want to talk to us, understand us, do business with us, rent to us. but the same people want us to assimilate, Convert, stop talking to each other and stop doing any business and pay better taxes to contribute better. Sorry to say, we love white people. I myself had to spend 5 years, put in efforts to make white friends, chinese, japanese, arab, black friends (in order to learn canadian culture and try to adjust myself in it, without compromising extremely on my spiritual beliefs and positive aspects of my culture). quite a few are very good friends and discuss my problems and share theirs while others behave like they are somehow supreme than me... 6.5 years in Canada, worked hard to assimilate and now, Federal Government backstabbed me for PR along with a minimum wage paying, but expecting $30 results employer (white-canadians)... So, I guess, people who are not trusting them knew something that I didn't... I never worked cash never tried to misrepresent myself to IRCC and this is what I am made feel... while 100s of people did cash jobs, saved money and today are getting PRs... still I am trying my best to stay legally, without exploiting loopholes... but, I feel scammed by the canadian dream.
Identity Attack0.293411
Insult0.0818789
Profanity0.037904397
Threat0.008246276
Severe Toxicity0.008773804
Low Tox 0.25462922 Constructive 0.706 Personal_Narrative
Oct 9, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
It's absolutely grotesque and no one is fighting back. No one is fighting for our Country. Canadians have turned a blind eye on this liberal government for far too long and now it's too late. …
It's absolutely grotesque and no one is fighting back. No one is fighting for our Country. Canadians have turned a blind eye on this liberal government for far too long and now it's too late. We are about to have a really rude awakening when this economy collapses. And only then people will wonder what happened. Well, you didn't fight for it!
Identity Attack0.031722516
Insult0.21602537
Profanity0.019758832
Threat0.008440462
Severe Toxicity0.0040626526
Low Tox 0.25462922 Moderate Con 0.368
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
If the liberal government was bringing in engineers and doctors and their families, it'd be one thing.But they're not, they're shipping in criminals from other countries.These other countries are emptying their jails of the criminals.And …
If the liberal government was bringing in engineers and doctors and their families, it'd be one thing.But they're not, they're shipping in criminals from other countries.These other countries are emptying their jails of the criminals.And bringing them the canada and the liberals don't care as long as they vote for them.And cheat in the election, that's the bottom line!
Identity Attack0.08831879
Insult0.21368977
Profanity0.017572641
Threat0.009463178
Severe Toxicity0.004749298
Low Tox 0.25462922 Moderate Con 0.306 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I know seniors who get practically nothing...come and see the rich muslims in Hamilton....CBC SPOSERED BY YOUR LIBERAL GOVERNMENT
I know seniors who get practically nothing...come and see the rich muslims in Hamilton....CBC SPOSERED BY YOUR LIBERAL GOVERNMENT
Identity Attack0.23846684
Insult0.07967083
Profanity0.02126184
Threat0.00866054
Severe Toxicity0.0075149536
Low Tox 0.25462922 Moderate Con 0.371
Aug 10, 2019 How much do refugees and …

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.