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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: "F the F off with …" 187 comments · Page 7 of 8
YEAHHH SEND THEM ALL THE F BACK
YEAHHH SEND THEM ALL THE F BACK
Identity Attack0.08500996
Insult0.1823172
Profanity0.27274927
Threat0.10389658
Severe Toxicity0.023076924
Moderate 0.3389984 Low Con 0.224 Identity_Assertion
Jan 18, 2026 1 likes 2.9 million Canadian temporary visas …
Good get the f out
Good get the f out
Identity Attack0.011765319
Insult0.12702756
Profanity0.33082673
Threat0.027170537
Severe Toxicity0.01754573
Moderate 0.3281604 Low Con 0.262
Nov 24, 2025 Quebec Ends Economic Immigration Program …
Nah. F him - he can shove em
Nah. F him - he can shove em
Identity Attack0.010063417
Insult0.08831572
Profanity0.26614267
Threat0.21332647
Severe Toxicity0.021935565
Moderate 0.32236105 Low Con 0.281 Identity_Assertion
Jan 5, 2026 1 likes New rules, regulations take effect …
Tired also of A HUGE GROUP UNEDUCATED THAT SCREAMS INTO PEOPLES FACES IT'S THEIR LAND ( moved here by uk late 1800's)' WHERE NO LAW ENFORCEMENT IS REQUIRED ONLY TO KEEP LAW AS ABUSERS ' …
Tired also of A HUGE GROUP UNEDUCATED THAT SCREAMS INTO PEOPLES FACES IT'S THEIR LAND ( moved here by uk late 1800's)' WHERE NO LAW ENFORCEMENT IS REQUIRED ONLY TO KEEP LAW AS ABUSERS ' NOT ACCOUNTABLE BIENG IN RINGS OF GOV THAT HAVE PORTFOLIOS AND SEATS IN HOUSE OF PARLIAMENT [ IE : OF AUTO INDUSTRY ] THAT SELLS MILLIONS OF DOLLARS OF IT STOLEN from and by paid terrorists from OFF SHORE to sell off shore THAT OVER PURCHASE IN PRODUCTION ABSORPTION ABILITY WITH NO VIABLE MEANS OF CREDIT TO PROVE IT = TO BE A DISTRACTION OF TERRORISM TO HAVE SENATE SEAT DOORS OPEN TO USA 5TH AMENDMENTS TO PROSTITUTED LAWS OF NO ACCOUNTABILTY IN TRAFFICKING AND ABUSEMENT AS THE ENTITLEMENT AND PRIVELEDGE HELD IN A PALISTINIAN STATE OF PRISON POLICIES IN AND ON COMMON GROUND TO UK PARLIAMENT IN CANADA, DEPENDANT ON RESOURCES AND REVENUE USED TO BRIBE FOREIGN COUNTRIES TO TRADE DRUGS FOR WEAPONS AND.....NO ONE NOTICES 600,000 CHILDREN MURDERED AS A RITUALISTIC RIGHT FOR " APPEASING " A DISGUSTING MORON ZIONIST THAT HAS NOTHING TO DO WORSHIPPING SATAN BUT HAS EVERYTHING TO DO WITH " FORCING" A FALSE POWER THAT INITIATES BRUTALITY AS TO "OBEYED" - NOT GUIDED BY EDUCATION TO SUCCESS ( OF A FAMILY - A TINY FAMILY OF 3 OR 4 BUT GIVE WAY FOR POVERTY WHORES TO BE RULER OF STATGITORY RAPES AND PREGNANCIES WITHOUT CHILD SUPPORT AS A NORM STRIPPING MEN OF SELF RESPECT, DIGNITY, PHYSICALLY AGILE - RATHER THEY ARE BLADED BY CUTTING THEIR LINEAGE SHORT TO RAPE THEIR AMOUNTS EARNED OR CHILDREN TO " NOT" BE ABLE TO LAY ROOTS FOR HERITARY RIGHTS OF STABILITY - EVEN JUST A $30,000.00 /CDN MONITARY OF A FAMILY FOR EDUCATION FUNDS FOR THEIR CHILDREN ARE SELECTED FOR ONLY A CERTAIN TYPE TO GROW TOWARD AND INTO 2ND LEVEL EDUCATION RIGHTS, 3RD LEVEL MEDICAL, 4TH LEVEL ARCHITECTURE, 5TH LEVEL LAW, ETC IE; LOGISTICS AIRPORTS AND SECURITY AIR WATER GROUND ETC - IN A GIC OR SAVINGS ACCOUNT CAN BE FALSELY OUT BIDED BY EXSCUSING DURATIONS OF EMPLOYMENT OF THAT INDIVIDUAL " FAMILY" : . #8 - 11:20 PALISTINIAN ROLL ( NWT '- UK) WITH THE HITLER WACK ( USA ) PALI STACK HIT WITH A WAK. 2:00 2:00 2:00 2:00 2:00 2:00 2:00 2:00 2:00 2:00 F THE FUCK OUT AND PLANKED!! GET OUT SAUDI DON'T OWN THIS HEMISPHERS RESOURCES NEITHER DOES RUSSIA. 2:00 2:00 2:00 2:00 2:00 2:00 2:00 MY LAND IS MINE - NOVS SCOTIA - CROWN OF SCOTLAND - NOT UK NOT CANADA NOT USA F THE FUCK OUT AND F U - TOO!! 20:32 20:32 20:32 20:32 20:32 8/27/2025 20:32 20:32 20:32 20:32
Identity Attack0.050443888
Insult0.27146968
Profanity0.059948977
Threat0.012440704
Severe Toxicity0.01322045
Moderate 0.31547862 Moderate Con 0.306
Aug 28, 2025 Why Canadians Are Turning Against …
Wrong Horhay! That’s not bad governance. That’s good governance. If you don’t like it get the f out! You are not a part of the solution if you can’t see the obvious future outcome of …
Wrong Horhay! That’s not bad governance. That’s good governance. If you don’t like it get the f out! You are not a part of the solution if you can’t see the obvious future outcome of your idea of bad governance.
Identity Attack0.005512681
Insult0.24171697
Profanity0.25275812
Threat0.011430934
Severe Toxicity0.010528564
Moderate 0.30993456 Low Con 0.247
Dec 4, 2025 Quebec Ends Economic Immigration Program …
We wouldnt have the 380 million used to deport if the gov..ment hadn’t let them in, in the first f…in place!!! The 380 million should had been used for other things such as housing, lower …
We wouldnt have the 380 million used to deport if the gov..ment hadn’t let them in, in the first f…in place!!! The 380 million should had been used for other things such as housing, lower taxes, bring down the deficit anything other then wasted money on this farce!!!
Identity Attack0.020178653
Insult0.1935001
Profanity0.25549942
Threat0.009126588
Severe Toxicity0.011749268
Moderate 0.3048984 Low Con 0.197 Policy_Critique
Dec 31, 2025 Deportations From Canada at Their …
At this point, I don't want them to be deported. I want to give them eternal sleep. Wake the f. up, people. Multiculturalism is not our strength; 40 cents per immigrant is all that's needed; …
At this point, I don't want them to be deported. I want to give them eternal sleep. Wake the f. up, people. Multiculturalism is not our strength; 40 cents per immigrant is all that's needed; provide them with some lead. Why do I even pay taxes? Imagine our grandfather who fought WW2 if they could see this... I really think that the wrong side won the war...
Identity Attack0.23618884
Insult0.10148193
Profanity0.2687007
Threat0.03718498
Severe Toxicity0.017481172
Moderate 0.30452284 Constructive 0.533 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
GOOD IDEA ALL GO THE F TO USA AND LEAVE CANADA
GOOD IDEA ALL GO THE F TO USA AND LEAVE CANADA
Identity Attack0.22859548
Insult0.14874944
Profanity0.12551236
Threat0.021300001
Severe Toxicity0.015092585
Moderate 0.30439767 Low Con 0.182
Jan 27, 2026 Inside Canada's Indian Invasion...
The fact these ppl dont carei f they r@pe the kids kill actual citizen's is getting outa hand here. 10 yrs ago Canadian Tire earned a nickname Cambodian Tire for a reason now it's much …
The fact these ppl dont carei f they r@pe the kids kill actual citizen's is getting outa hand here. 10 yrs ago Canadian Tire earned a nickname Cambodian Tire for a reason now it's much worse.
Identity Attack0.04332388
Insult0.08582769
Profanity0.042413518
Threat0.31407106
Severe Toxicity0.013414118
Moderate 0.30427247 Moderate Con 0.394
Aug 26, 2025 Why Canadians Are Turning Against …
Lol Brampton come over a bit to Belleville! There 4 to 1 here the town's locals are pushed out of work there homes its wacked. The town over the bay Picton has a Tim Hortons …
Lol Brampton come over a bit to Belleville! There 4 to 1 here the town's locals are pushed out of work there homes its wacked. The town over the bay Picton has a Tim Hortons under investigation for firing locals and only hiring east Indians. Hey I'm down for helping people in need like refugees but wene the government is putting everything and everyone before Canadians there a big F-ing problem
Identity Attack0.17925262
Insult0.17734702
Profanity0.25824076
Threat0.01052473
Severe Toxicity0.013736901
Moderate 0.30319387 Constructive 0.691 Fear_Threat
Mar 1, 2026 Inside Canada's Indian Invasion...
Psych Andrew dice Clay said if you can't speak the language get the f out and I'm not talking about French they call Alberta traders but we speak English here
Psych Andrew dice Clay said if you can't speak the language get the f out and I'm not talking about French they call Alberta traders but we speak English here
Identity Attack0.06704199
Insult0.18107465
Profanity0.26189584
Threat0.008738215
Severe Toxicity0.012283325
Moderate 0.30136615 Moderate Con 0.469 Identity_Assertion
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
F'ing disgraceful, they believe their there for a free paycheck privided by the Canadian Tax payer (because the economic landscape isn't trecherous enough already for each Canadian who can't afford grocerys, auto tune up's).
F'ing disgraceful, they believe their there for a free paycheck privided by the Canadian Tax payer (because the economic landscape isn't trecherous enough already for each Canadian who can't afford grocerys, auto tune up's).
Identity Attack0.051808115
Insult0.24928534
Profanity0.124631
Threat0.007547205
Severe Toxicity0.009422302
Low Tox 0.29039988 Moderate Con 0.336 Economic_Argument
Oct 12, 2025 IRCC Names India in Study …
Haven't been south since 95. No f**kin reason to go now. How about we screen Americans. And ask them their jobs. If they say ICE we should detained them and deport them to South America. …
Haven't been south since 95. No f**kin reason to go now. How about we screen Americans. And ask them their jobs. If they say ICE we should detained them and deport them to South America. See how receptive they are.......
Identity Attack0.008509508
Insult0.020542348
Profanity0.11313558
Threat0.0097873
Severe Toxicity0.00004091619
Low Tox 0.28616825 Call_To_Action
Dec 8, 2025
Ain’t this what European did to First Nations people in Canada? The f you complain about it!
Ain’t this what European did to First Nations people in Canada? The f you complain about it!
Identity Attack0.048737846
Insult0.16480011
Profanity0.28364125
Threat0.008401625
Severe Toxicity0.010910034
Low Tox 0.2855005 Low Con 0.29 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Anybody else notice that even the second generation immigrants have f"#%ing accents?!
Anybody else notice that even the second generation immigrants have f"#%ing accents?!
Identity Attack0.2700233
Insult0.16480011
Profanity0.16915557
Threat0.007262398
Severe Toxicity0.0119018555
Low Tox 0.2854835 Moderate Con 0.356 Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I agree with you lady. I am not racist neither but I am fed up that some nation come here and try to make their country, We Canadian born here and our parent grand parents …
I agree with you lady. I am not racist neither but I am fed up that some nation come here and try to make their country, We Canadian born here and our parent grand parents born here and they are the one that built this country and some of these immigrants are trying to destroy US and OUR COUNTRY, If you come here it is fine but leave according our rules and our freedom us Canadian with respect, Let s wake up Born here French Canadian bilingual I have been working for my country 50 years and cannot ge unemployment......the F.......system is fuck up Let s save our Country. God Bless us Canadian and Canada
Identity Attack0.2869935
Insult0.16861114
Profanity0.028640235
Threat0.010680079
Severe Toxicity0.012435913
Low Tox 0.2853768 Constructive 0.715 Identity_Assertion
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Just asking how the indigenous people felt as a minority because of influx in f Europeans. And how does the Pakistan people assimilate by wearing hijab and demanding halal at every food joint. I don’t …
Just asking how the indigenous people felt as a minority because of influx in f Europeans. And how does the Pakistan people assimilate by wearing hijab and demanding halal at every food joint. I don’t support illegal immigration of India or Africans. I don’t want to pay for people’s hotel room who came here on fake refugee status. But we shouldn’t only target only one community. Please check which community has more kids for ccb and comes as asylum to every western country. And the Indian students who came probably didn’t get a chance in Indian colleges.
Identity Attack0.316
Insult0.082619295
Profanity0.036401358
Threat0.00967031
Severe Toxicity0.011138916
Low Tox 0.25727063 Constructive 0.718
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Multiculturalism is a Marxist agenda. Meant to destroy Canada. Forced back in the 70's by Senior Trudeau. Then Junior opens the floodgates, pouring in the whole f ing world while claiming that there's no Canadian …
Multiculturalism is a Marxist agenda. Meant to destroy Canada. Forced back in the 70's by Senior Trudeau. Then Junior opens the floodgates, pouring in the whole f ing world while claiming that there's no Canadian identity anymore, and how he wants Canada to become the First Post National State. State of what? Make Brampton Ontario a Canadian City Again.
Identity Attack0.18391247
Insult0.13245803
Profanity0.07870171
Threat0.012647836
Severe Toxicity0.009422302
Low Tox 0.25462922 Low Con 0.297 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
GO THE F HOME.
GO THE F HOME.
Identity Attack0.01274247
Insult0.11797678
Profanity0.17101645
Threat0.010964886
Severe Toxicity0.012130737
Low Tox 0.25462922 Low Con 0.265 Identity_Assertion
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)
That immigration law if f’d!!!!
That immigration law if f’d!!!!
Identity Attack0.0775651
Insult0.06669625
Profanity0.18171974
Threat0.012130005
Severe Toxicity0.010681152
Low Tox 0.25462922 Low Con 0.219
Jan 17, 2026 Canada’s new rules in 2026
Nada stay the f back seriously
Nada stay the f back seriously
Identity Attack0.011987305
Insult0.083112895
Profanity0.22653213
Threat0.010188141
Severe Toxicity0.01121521
Low Tox 0.2412222 Moderate Con 0.302 Identity_Assertion
Jan 5, 2026 Migrants cross into Canada near …
What a joke! They are dropping it a whole 15000, whoopi f'n do, it should be stopped!
What a joke! They are dropping it a whole 15000, whoopi f'n do, it should be stopped!
Identity Attack0.009027477
Insult0.08582769
Profanity0.22105443
Threat0.011146127
Severe Toxicity0.007858276
Low Tox 0.2412222 Low Con 0.186 Policy_Critique
Jan 4, 2026 New rules, regulations take effect …
All this tough talk and posturing but no actions on the ground. I love that she is trying to get answers and holding people accountable but in reality nothings changing. Students and immigrants keep coming …
All this tough talk and posturing but no actions on the ground. I love that she is trying to get answers and holding people accountable but in reality nothings changing. Students and immigrants keep coming in. They just don’t give a f$@* about Canadian laws because no one has seen any consequences!
Identity Attack0.053399716
Insult0.082619295
Profanity0.257327
Threat0.0072753434
Severe Toxicity0.007171631
Low Tox 0.23162876 Constructive 0.59 Policy_Critique
Sep 30, 2025 IRCC Names India in Study …
So you can enter Canada with an app, that’s filed out by the individual hoping they are truthful and no security check,yet our government is trying to pass legislation to have the ability to go …
So you can enter Canada with an app, that’s filed out by the individual hoping they are truthful and no security check,yet our government is trying to pass legislation to have the ability to go through emails etc without a warrant on its own citizens? W T ACTUAL F?
Identity Attack0.00673361
Insult0.061451588
Profanity0.22552395
Threat0.0067898775
Severe Toxicity0.0061035156
Low Tox 0.19409354 Moderate Con 0.336
Nov 21, 2025 2 likes Thousands of refugees allowed into …
How about F DEPORT? Smh. 🤪🤪
How about F DEPORT? Smh. 🤪🤪
Identity Attack0.04332388
Insult0.045007613
Profanity0.07255927
Threat0.011715741
Severe Toxicity0.0076675415
Low Tox 0.18269104 Low Con 0.156 Call_To_Action
Aug 26, 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.