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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: "With all the tax that …" 760 comments · Page 9 of 31
Immigration Disrespect, Fraud, Crime, Tax Handouts, Scammers. Sexual Assault, Protest, Voter Fraud, Fake ID ect ect.
Immigration Disrespect, Fraud, Crime, Tax Handouts, Scammers. Sexual Assault, Protest, Voter Fraud, Fake ID ect ect.
Identity Attack0.28034934
Insult0.37392882
Profanity0.080318145
Threat0.0138755
Severe Toxicity0.109661035
Moderate 0.34328604 Low Con 0.228
Jun 19, 2025 1 likes How Canada broke its immigration …
It not just Indians, also Persian’s and lots of Chinese people too. Canada is collapsing.😢All the Indians bring their grandparents too, and they contribute nothing to society except take immigration benefits that we’re paying for …
It not just Indians, also Persian’s and lots of Chinese people too. Canada is collapsing.😢All the Indians bring their grandparents too, and they contribute nothing to society except take immigration benefits that we’re paying for through taxes. Its truly frightening.😔
Identity Attack0.40883094
Insult0.17361937
Profanity0.023789622
Threat0.00780612
Severe Toxicity0.0125103295
Moderate 0.3389984 Constructive 0.524 Fear_Threat
Feb 18, 2026 2 likes Inside Canada's Indian Invasion...
Time to address the real crisis in Canada, over hiked taxes! Housing crisis, cap on what CEOs are taking in, the old age pension should be lowered to 60, groceries are out of fkn control!!!!!!
Time to address the real crisis in Canada, over hiked taxes! Housing crisis, cap on what CEOs are taking in, the old age pension should be lowered to 60, groceries are out of fkn control!!!!!!
Identity Attack0.014149316
Insult0.24171697
Profanity0.37854016
Threat0.008440462
Severe Toxicity0.012962224
Moderate 0.3389984 Moderate Con 0.467 Economic_Argument
Jan 4, 2026 New rules, regulations take effect …
No worries... all the fake refugees, after being denied, will be offered 6 figure jobs in the Liberal government... so they will be paying taxes. With YOUR tax dollars... This is beyond bizarre... this woman …
No worries... all the fake refugees, after being denied, will be offered 6 figure jobs in the Liberal government... so they will be paying taxes. With YOUR tax dollars... This is beyond bizarre... this woman seems cognitively challenged... just like the "Canadians" who keep voting for this trainwreck government
Identity Attack0.2869935
Insult0.3393024
Profanity0.02836696
Threat0.0077025536
Severe Toxicity0.008811951
Moderate 0.3389984 Low Con 0.291 Humor_Satire
Nov 21, 2025 Thousands of refugees allowed into …
I work for CRA. I'll let you guess which ethnic group has the most compliance issues when it comes to failure to pay taxes and remit GST/HST and payroll source deductions. I'll let you guess …
I work for CRA. I'll let you guess which ethnic group has the most compliance issues when it comes to failure to pay taxes and remit GST/HST and payroll source deductions. I'll let you guess but it shouldn't be very hard. They are known for butter chicken, smelling like curry, and throwing trash everywhere.
Identity Attack0.10221587
Insult0.34314156
Profanity0.053435806
Threat0.0074565844
Severe Toxicity0.0077819824
Moderate 0.3389984 Constructive 0.662 Unverified_Claim
Sep 28, 2025 1 likes IRCC Names India in Study …
We got enough Bums living off Tax payers dollars send them home.
We got enough Bums living off Tax payers dollars send them home.
Identity Attack0.04925346
Insult0.33998606
Profanity0.22213541
Threat0.0138755
Severe Toxicity0.01644827
Moderate 0.3389984 Low Con 0.181 Identity_Assertion
Jan 6, 2026 Migrants cross into Canada near …
None are indian as homeless because indian save and they dont do drugs and even if they do drugs they fix themself this is pure raceism...sadly i have to report this video...also indian do pay …
None are indian as homeless because indian save and they dont do drugs and even if they do drugs they fix themself this is pure raceism...sadly i have to report this video...also indian do pay tax...i agree that there are people comeing who dont know english and the quality has gone down but its wrong to say no indian in homeless shelter and we dont pay tax....
Identity Attack0.36598656
Insult0.16766082
Profanity0.052183274
Threat0.010783645
Severe Toxicity0.015931819
Moderate 0.33836752 Constructive 0.654
Oct 8, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Would be wonderful if true. The illegals cost more if let in the country. I'm all for my tax money to be spent on removing them from the country.
Would be wonderful if true. The illegals cost more if let in the country. I'm all for my tax money to be spent on removing them from the country.
Identity Attack0.37953663
Insult0.123407245
Profanity0.022764845
Threat0.13815513
Severe Toxicity0.019998873
Moderate 0.3375374 Constructive 0.633 Economic_Argument
Dec 25, 2025 1 likes Deportations From Canada at Their …
One person Person complaining other person served me first at the butcher shop isn’t that funny that is like when some narrow minded people they put the sign in the restaurant and casino. No Dog …
One person Person complaining other person served me first at the butcher shop isn’t that funny that is like when some narrow minded people they put the sign in the restaurant and casino. No Dog and Indian are not allowed that is the racist is and when the people come from China and India, they charge tax And the other people coming from Europe they can come anytime why thats racist
Identity Attack0.293411
Insult0.25998658
Profanity0.0913099
Threat0.0097738765
Severe Toxicity0.015802706
Moderate 0.3375374 Constructive 0.559 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
Freedom is a lie, they want immigrants to pay taxes but don’t expect any freedom or rights
Freedom is a lie, they want immigrants to pay taxes but don’t expect any freedom or rights
Identity Attack0.34324843
Insult0.191015
Profanity0.045670103
Threat0.0074436385
Severe Toxicity0.01121521
Moderate 0.33587718 Low Con 0.187 Moral_Argument
Dec 5, 2025 Quebec Ends Economic Immigration Program …
Not sure why this isn’t country wide. I came to Canada as a legal immigrant 40 years ago worked and paid taxes my whole life. Pains me when I see fake refugee claimants getting free …
Not sure why this isn’t country wide. I came to Canada as a legal immigrant 40 years ago worked and paid taxes my whole life. Pains me when I see fake refugee claimants getting free dental while I pay through the nose. And many such injustices. Many fake refugees claimants say they are gay when they are not claim life threatened at home country but as soon as get documents run home for a visit…lThis government needs to stop making us hardworking folks pay for these abusers cause they want to be so called politically correct. I remember when Trudeau told all the migrants Trump wouldn’t tolerate to come to Canada. What a plonker.
Identity Attack0.37879246
Insult0.25007802
Profanity0.04867618
Threat0.012958534
Severe Toxicity0.010910034
Moderate 0.33338684 Constructive 0.597
Nov 24, 2025 Quebec Ends Economic Immigration Program …
Liberals and Carney needs a scapegoat for their corruption and crimes so now blaming India for this scam of immigration that they allowed for years to bring in Vote banks inside Canada who have become …
Liberals and Carney needs a scapegoat for their corruption and crimes so now blaming India for this scam of immigration that they allowed for years to bring in Vote banks inside Canada who have become a liability on the tax payers now.... economy is doldrums
Identity Attack0.22458547
Insult0.3388922
Profanity0.030138692
Threat0.008336896
Severe Toxicity0.0076293945
Moderate 0.33255672 Low Con 0.224 Policy_Critique
Oct 1, 2025 IRCC Names India in Study …
Our tax dollars wasted on law abiding gun owners instead of criminals...what a joke the liberal Government is
Our tax dollars wasted on law abiding gun owners instead of criminals...what a joke the liberal Government is
Identity Attack0.05089863
Insult0.35161978
Profanity0.028230323
Threat0.008867673
Severe Toxicity0.005836487
Moderate 0.33255672 Low Con 0.211 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
How about we remove one of those "0" on those numbers relating to imigration!!! Middle class tax cut for those making, $57,000 a year or less, middle class really, that's barely above the poverty line …
How about we remove one of those "0" on those numbers relating to imigration!!! Middle class tax cut for those making, $57,000 a year or less, middle class really, that's barely above the poverty line in most parts of Canada for a family! No wonder Canada's in trouble, the Liberals have no friggin idea what anything cost anymore what a sad state of affairs!!!!
Identity Attack0.10221587
Insult0.26957804
Profanity0.26603898
Threat0.010395273
Severe Toxicity0.01159668
Moderate 0.3308965 Moderate Con 0.457 Policy_Critique
Jan 3, 2026 New rules, regulations take effect …
On many hindu festivals or birthdays, my family donates or leaves food at the superstore Food Bank. we don't check who is taking it. Always paid taxes, that's my responsibility not doing any favor. Illegals …
On many hindu festivals or birthdays, my family donates or leaves food at the superstore Food Bank. we don't check who is taking it. Always paid taxes, that's my responsibility not doing any favor. Illegals and criminals must not enter. Indians should hire and do business with the whole community, not just Indians. Do not try to save miscreants or rowdies in the name of community. Speaking your own language, celebrating your festive must not be a problem. Fascism wont be tolerated. Make Canada Great Again
Identity Attack0.3817989
Insult0.24561718
Profanity0.027273865
Threat0.010550622
Severe Toxicity0.0118255615
Moderate 0.3302291 Constructive 0.759
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
On this clip, there is soo much bitterness against the non-white people of Brampton. The white people on this clip accuse the non-white people of coming into Canada illegally and not paying taxes. What do …
On this clip, there is soo much bitterness against the non-white people of Brampton. The white people on this clip accuse the non-white people of coming into Canada illegally and not paying taxes. What do they know about us. 99.99% of the people came legally either as TFW like the rest of Canada or as students or as landed immigrants, all of whom required a lot of money to come. Unlike the European immigrants who came 30-50 years ago who brag about coming with $6 in their pocket, these people are bringing $50K per person so they are actually adding to GDP..
Identity Attack0.38826546
Insult0.17361937
Profanity0.053435806
Threat0.009592636
Severe Toxicity0.0125103295
Moderate 0.32971194 Constructive 0.674 Moral_Argument
Jan 19, 2026 Inside Canada's Indian Metropolis (Brampton)
Personally as an Indian, I really feel bad about it. Unfortunately, we DO go to other countries for a chance at better life and dignity, but a lot us Indians then start to feel privileged …
Personally as an Indian, I really feel bad about it. Unfortunately, we DO go to other countries for a chance at better life and dignity, but a lot us Indians then start to feel privileged and entitled and do not adapt to the culture of the country they are in, and force their own cultures and individual beliefs. This sucks, especially as a young guy who dreams of living in other countries, while respecting their cultures and planning to adapt to them. Even in India too, we don't really pay much taxes since we know its gonna go into corruption anyway, so the Immigrant residents in Brampton may have carried forward that practice as their habit. This gets a lot of us good folks, generalized for no reason too, Although, I do understand the anti-Indian sentiments foreigners have towards us, but again.. not every Indian are like that, since it has also been pointed out by few others. Although, I AM genuinely sorry for the problems Canadians might be facing in Brampton right now
Identity Attack0.2846865
Insult0.19225755
Profanity0.33023968
Threat0.01187109
Severe Toxicity0.019998873
Moderate 0.32919475 Constructive 0.851
Dec 9, 2025 Inside Canada's Indian Metropolis (Brampton)
Stop spreading hate and Canadians people live with indian tax payers money 😂😂😂😂😂😂😂
Stop spreading hate and Canadians people live with indian tax payers money 😂😂😂😂😂😂😂
Identity Attack0.3043136
Insult0.16758773
Profanity0.021466793
Threat0.0072106146
Severe Toxicity0.008926392
Moderate 0.3286776 Low Con 0.171 Economic_Argument
Mar 3, 2026 Inside Canada's Indian Invasion...
it was always the indigenous playing the 'race card' ,wanting hand outs, made up the majority of criminal activity, dividing, demanding national political representation and governance. dad always said, when residence of reservations see the …
it was always the indigenous playing the 'race card' ,wanting hand outs, made up the majority of criminal activity, dividing, demanding national political representation and governance. dad always said, when residence of reservations see the corruption from their own chiefs, theyll fight each other and one day 'new canadian' (once a minority cultural decent) will flood the country and then they can fight it out with natives. 'white' people cant afford to sustain natives and immigrant hand outs. both out populate 'white' canadians who pay the most taxes and have become the most discriminated. they wonder why existing canadian citizens birth numbers are down? high taxes, no assistance, high cost of living. we cant afford to raise big families. when they try bring in sharia law and christians become a minority, we will see another crusade
Identity Attack0.3817989
Insult0.21368977
Profanity0.041160982
Threat0.013579931
Severe Toxicity0.0125103295
Moderate 0.3281604 Constructive 0.557 Identity_Assertion
Dec 20, 2025 Why Canadians Are Turning Against …
I proved my skill, got a job on 3rd from landing, paying hefty tax only to find my corrupt neighbors seeking asylum in Canada and getting benefited from my tax money under fraudulent claim.
I proved my skill, got a job on 3rd from landing, paying hefty tax only to find my corrupt neighbors seeking asylum in Canada and getting benefited from my tax money under fraudulent claim.
Identity Attack0.073429056
Insult0.34237885
Profanity0.02208166
Threat0.007340072
Severe Toxicity0.0049591064
Moderate 0.3266089 Constructive 0.504
Jun 23, 2025 1 likes How Canada broke its immigration …
It is interesting whites in canada are not called europeans although they are not native to canada like original natives. Take the truth pill and stop lying that immigrants do not pay taxes.
It is interesting whites in canada are not called europeans although they are not native to canada like original natives. Take the truth pill and stop lying that immigrants do not pay taxes.
Identity Attack0.37292135
Insult0.16861114
Profanity0.023516348
Threat0.0067316215
Severe Toxicity0.0075531006
Moderate 0.3260917 Low Con 0.281 Identity_Assertion
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
I ain’t racist but them dudes make our reality of death and taxes even more dogwater than it already is😮‍💨
I ain’t racist but them dudes make our reality of death and taxes even more dogwater than it already is😮‍💨
Identity Attack0.1444726
Insult0.18977246
Profanity0.10549548
Threat0.048158366
Severe Toxicity0.014898917
Moderate 0.3245134 Low Con 0.299 Fear_Threat
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Yeap, @14:35, the "population bomb" is the "mass migrations". It's so obvious, it's a slap in your face from your own government. And who is in power right now (or is in monirity, but try …
Yeap, @14:35, the "population bomb" is the "mass migrations". It's so obvious, it's a slap in your face from your own government. And who is in power right now (or is in monirity, but try to be)?! Yeap. The same guy who inspired, who puppeteer True-dow, with the famous "You'll own nothing and you'll be happy..." (or, instead, because they will be happier). The same with who participated in this globalists ideol'Orgies of their goal of NWO, implementing a "Built-Back-Better" towards "the New". And to "Built-Back-Better", you got "to implode an old one". How about never teaching how the economy, encourage abortion clinics, putting in jail people whonsee through and oppose the "easiness of it"; and as we just see, how about encouraging migrants instead of our own population?! WHEN we hear them in parlement with their ethical codes, political correctness, Never you hear about "migrants allegence towards their hosts countries". Now, we're seeing progressive and fast, what's happening when we put God aside. I remember too well what was the globalists goals on their freaking agenda. This is perfect social-engineering, which is a worldwide crime. And those bunches of "not-voted-for, selves-titled-leaders" with no sens in human respect, are total Sociopaths social-engineers"; most of them using "crooked money-landring tools" through citizens taxpayers funds, as Soros does so well with the USA IRS coalition (DISCOVERED LATELY BY THE FBI; as if the didn't know before). Just keep in mind that Carney account for his securities are in foreign countries, not even in Canada, to escape tax income. No wonder most Canadians are starting to become USA citizens. Our own government sold Canada to foreigners. If in one shot, a sudden decision, Canadians were leaving at once Canada,...
Identity Attack0.10221587
Insult0.24928534
Profanity0.12727508
Threat0.13363713
Severe Toxicity0.018836858
Moderate 0.32397532 Constructive 0.507 Unverified_Claim
Aug 30, 2025 Why Canadians Are Turning Against …
Pay no taxes???? Abuse the system? I don't know one Indian person on welfare but I know a ton of white people.
Pay no taxes???? Abuse the system? I don't know one Indian person on welfare but I know a ton of white people.
Identity Attack0.37879246
Insult0.08434689
Profanity0.027410502
Threat0.009256045
Severe Toxicity0.008392334
Moderate 0.32289913 Moderate Con 0.49
Nov 17, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
I'm born and raised Canadian 48 years and I'm sick of my country looking like Afghanistan, Pakistan, Iran, Iraq , and all of the other refugees and immigrants. We don't need you here to make …
I'm born and raised Canadian 48 years and I'm sick of my country looking like Afghanistan, Pakistan, Iran, Iraq , and all of the other refugees and immigrants. We don't need you here to make anchor babies and take our jobs and use up our resources ( jobs, medical, housing). Everything said by that woman is 100% correct and I approve that message. My wife has been unemployed since Christmas of 2024 and I've been off since March of 2025 and it's now mid September 2025. Our bills and taxes don't stop coming in when the cheques stop coming in. I haven't been on EI in 20 years!
Identity Attack0.36598656
Insult0.24928534
Profanity0.038154904
Threat0.010162249
Severe Toxicity0.017029278
Moderate 0.32020867 Constructive 0.736
Sep 12, 2025 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.