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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: "Nothing to do with the …" 542 comments · Page 8 of 22
Mass migration of "low quality" newcomers who have nothing in common with and are not interested in the Judeo-Christian Rule of Law and Culture that is the Foundation of every great Western Democracy has completely …
Mass migration of "low quality" newcomers who have nothing in common with and are not interested in the Judeo-Christian Rule of Law and Culture that is the Foundation of every great Western Democracy has completely ruined Canada and other nations who have engaged the same self suicidal policies. National failure brought to us by the Liberal Party of Canada and their sychophants the NDP - and all of the geopolitically, historicaly, politically unsophisticated, easily deluded Elbows Up and other dim electorate who repeatedly vote for these Neo-Marxist Kleptocrats. Dual Citizenship: so grateful to have it.
Identity Attack0.32768643
Insult0.26957804
Profanity0.030138692
Threat0.016810767
Severe Toxicity0.013349563
Moderate 0.33338684 Moderate Con 0.462 Identity_Assertion
Feb 19, 2026 LILLEY UNLEASHED: The fall of …
I'm a Canadian never needed an immigrant for nothing😅
I'm a Canadian never needed an immigrant for nothing😅
Identity Attack0.3825363
Insult0.13969865
Profanity0.028913507
Threat0.008129764
Severe Toxicity0.012359619
Moderate 0.3308965 Moderate Con 0.466
Nov 21, 2025 13 likes Quebec Ends Economic Immigration Program …
Comment section is genuinely just a far right echo chamber full of uneducated “free thinking” conservatives who know nothing about inflation or immigration.
Comment section is genuinely just a far right echo chamber full of uneducated “free thinking” conservatives who know nothing about inflation or immigration.
Identity Attack0.08087392
Insult0.34548226
Profanity0.02023706
Threat0.006550381
Severe Toxicity0.0046920776
Moderate 0.3308965 Low Con 0.165
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
This is going to sound super cruel but in American its just as bad, over the last 8 years over 30 family owned businesses or small restaurants have been taken over and bought out by …
This is going to sound super cruel but in American its just as bad, over the last 8 years over 30 family owned businesses or small restaurants have been taken over and bought out by Indian people in my area alone, the food quality dips, quality in general dips, they're rude, they get mad if THEY mess up at you which is super disrespectful. I come from a Hispanic culture do be respectful to other human beings if you enter another person's country. Your laws no longer apply here and people who are foreign seem to think that is not the case. I hate seeing local grocery stores get bought out because nothing feels the same. Its not a community anymore its an infestation of rude, self centered obnoxious foreigners who treat everyone like crap because they're miserable. Many don't last because American's aren't going to go to a place that isn't really local anymore its not the same faces they're used to its a cheap old Indian man who is too lazy to fix anything and gets mad when you order too much and by too much like 4 things....
Identity Attack0.35948995
Insult0.19734058
Profanity0.16915557
Threat0.018019408
Severe Toxicity0.01825585
Moderate 0.3302291 Constructive 0.729 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Exactly as an Indian I'd say these Indian excluding the southern and North Eastern part of the integral India, Pakistani and bangladeshi immigrants although not all but majority are littering abroad and have been truly …
Exactly as an Indian I'd say these Indian excluding the southern and North Eastern part of the integral India, Pakistani and bangladeshi immigrants although not all but majority are littering abroad and have been truly bringing nothing but disgrace back home. They are invading the surreal ambience of The West which is certainly not fair. And This is infact not their fault entirely ; they are shown dreams of a Utopian World brimming with opportunities they are assured they'd only get in the English speaking nations or other Western nations .
Identity Attack0.3825363
Insult0.24928534
Profanity0.11663672
Threat0.025961896
Severe Toxicity0.022710243
Moderate 0.3302291 Constructive 0.643 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
this video was very unresolved message buddy. i am sorry if my words sound stupid or weird, my apologies. as an indian who live in india, yes the scarcity related to jobs and financial scrutiny …
this video was very unresolved message buddy. i am sorry if my words sound stupid or weird, my apologies. as an indian who live in india, yes the scarcity related to jobs and financial scrutiny is real but i wouldn't dare leave my country. there are ways to live happily here i am sure for some it might not be as such and they chose to live abroad that's their decision i have nothing to say there. but you have to also understand India houses 1.47 billion population. 1 out of 300 people are able to get in canada but since the size pool is bigger that tries for it the number sky rocket as well. i have no remarks against india not against the canadian who have lived there for generations. in my eyes they both are right and it's government that should do something about it. i can totally understand the perspective of white canadians if all they see is a chruch that was turned into a hindu temple.
Identity Attack0.15303208
Insult0.23237456
Profanity0.2453505
Threat0.02181799
Severe Toxicity0.017416617
Moderate 0.3302291 Constructive 0.82
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
7:51 LOL THE ZOOM IN ON THE SLIPPERS SO REAL THOUGH IT WAS LIKE -20 OR SOMETHING AND WE SAW SOME PUNJABI GUY WEARING SLIPPERS LIKE ITS NOTHING
7:51 LOL THE ZOOM IN ON THE SLIPPERS SO REAL THOUGH IT WAS LIKE -20 OR SOMETHING AND WE SAW SOME PUNJABI GUY WEARING SLIPPERS LIKE ITS NOTHING
Identity Attack0.2331515
Insult0.100019015
Profanity0.17055123
Threat0.026652548
Severe Toxicity0.023076924
Moderate 0.32971194 Moderate Con 0.314 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
this is what indenture servitude looks like in modern times. you bring them subjects in, exploit them, and provide nothing in return to support these. they once again turned humans into slaves, ie commodities that …
this is what indenture servitude looks like in modern times. you bring them subjects in, exploit them, and provide nothing in return to support these. they once again turned humans into slaves, ie commodities that can be used to produce and consume. and all along they encourage these people to be proud of their new condition. this last remaining colonial dominion is ugly, vile, immoral, criminal, inhumane. hopefully the north american union soon occurs so to finally rid the continent of this evil corruption.
Identity Attack0.12735364
Insult0.3388922
Profanity0.06195303
Threat0.036149003
Severe Toxicity0.013995127
Moderate 0.3286776 Low Con 0.28 Moral_Argument
Nov 11, 2025 Inside Canada's Indian Metropolis (Brampton)
As a Canadian we are tired of them coming here. theres to many and our healthcare cant take it. They almost always use our country and offer nothing back they dont assimilate and the driving …
As a Canadian we are tired of them coming here. theres to many and our healthcare cant take it. They almost always use our country and offer nothing back they dont assimilate and the driving skills are horrible.
Identity Attack0.26494437
Insult0.27969417
Profanity0.028230323
Threat0.008634649
Severe Toxicity0.009994507
Moderate 0.32712606 Moderate Con 0.418 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Why treat foreigners with hospitality, when the foreigners don't appreciate anything they are given. If we did any of that disrespect in foreigners country. Really? Think about it. Why are so many allowing this?? Why …
Why treat foreigners with hospitality, when the foreigners don't appreciate anything they are given. If we did any of that disrespect in foreigners country. Really? Think about it. Why are so many allowing this?? Why tolerate it in our home country. These foreigners don't care. The elites don't care. The so call government dont care... why would any woman want to bring babies into this world to have them suffer just like every human generations pass. Yes... so true. Immigrants house all into groups no privacy. All work for little to nothing, shame on all ceos. Going against their own country men.
Identity Attack0.37292135
Insult0.21836096
Profanity0.07223598
Threat0.012751401
Severe Toxicity0.014511578
Moderate 0.32712606 Constructive 0.545
Sep 10, 2025 Why Canadians Are Turning Against …
since when did new immigrants think they own Canada ! Canada doesn't owe no one nothing Stay in your country ! Fix it !
since when did new immigrants think they own Canada ! Canada doesn't owe no one nothing Stay in your country ! Fix it !
Identity Attack0.36702603
Insult0.15840563
Profanity0.019143965
Threat0.009592636
Severe Toxicity0.012703998
Moderate 0.32712606 Low Con 0.285 Identity_Assertion
Feb 16, 2026 Canada's tighter immigration policy divides …
liberal playbook. know absolutely nothing while flapping their gums.
liberal playbook. know absolutely nothing while flapping their gums.
Identity Attack0.042550452
Insult0.24561718
Profanity0.08807703
Threat0.13144556
Severe Toxicity0.010757446
Moderate 0.32557452 Low Con 0.117
Oct 1, 2025 IRCC Names India in Study …
No different than the Somalia in Minnesota. They take and take and give NOTHING back to help their communities. I wish I. C. E. would target them even more than the Mexicans. At least Mexicans …
No different than the Somalia in Minnesota. They take and take and give NOTHING back to help their communities. I wish I. C. E. would target them even more than the Mexicans. At least Mexicans contribute to their communities.
Identity Attack0.39461556
Insult0.09124154
Profanity0.025497584
Threat0.022681303
Severe Toxicity0.0126394415
Moderate 0.3245134 Constructive 0.502 Unverified_Claim
Jan 27, 2026 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 …
Nothing wrong with the Sikhs they are awesome 👌 here in the UK they integrate into our culture and way of life. It's the Islamists you should be worried about.
Nothing wrong with the Sikhs they are awesome 👌 here in the UK they integrate into our culture and way of life. It's the Islamists you should be worried about.
Identity Attack0.3819294
Insult0.08533409
Profanity0.08193458
Threat0.012854968
Severe Toxicity0.01502803
Moderate 0.3234372 Constructive 0.663 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
They should deport all asylum seekers if they want to save Canada cause they do nothing still get money and all other benefits same as Canadian would get, infact they get more benefits. Problem isn’t …
They should deport all asylum seekers if they want to save Canada cause they do nothing still get money and all other benefits same as Canadian would get, infact they get more benefits. Problem isn’t the international students the real problem is illegal immigrants
Identity Attack0.37507164
Insult0.15911613
Profanity0.019963788
Threat0.014048163
Severe Toxicity0.009994507
Moderate 0.32236105 Moderate Con 0.393
Aug 25, 2025 Why Canadians Are Turning Against …
Isn't canada white occupied country on blood of native canadians so finally truth is no one is illegal from stolen land....karma came back to them that's it nothing else you have right to complain when …
Isn't canada white occupied country on blood of native canadians so finally truth is no one is illegal from stolen land....karma came back to them that's it nothing else you have right to complain when you are natives if you're not don't cry
Identity Attack0.36702603
Insult0.16795322
Profanity0.030639706
Threat0.011819307
Severe Toxicity0.0128976675
Moderate 0.32182294 Moderate Con 0.462
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
I feel for that lady,I'm a home owner, but not for long, I lost my job due to a back injury, I went back to school for DZ and heavy equipment tickets, graduated 7 months …
I feel for that lady,I'm a home owner, but not for long, I lost my job due to a back injury, I went back to school for DZ and heavy equipment tickets, graduated 7 months ago and unable to find work, I spent all my savings, in 3 years. I saved $75,000 over my 40 years, just to lose it all to the economy we live in today. I eat once every other day. I will be homeless by winter. And I see all the immigrants wearing Gucci, driving nice cars, living the life Canadians deserve. I'm ready to burn this government to the ground. I'm about to lose everything and there's nothing I can do to save my life.
Identity Attack0.19298288
Insult0.16890354
Profanity0.07643871
Threat0.34804323
Severe Toxicity0.02167734
Moderate 0.32074678 Constructive 0.672 Personal_Narrative
Aug 26, 2025 Why Canadians Are Turning Against …
Simply too many too fast. Nothing wrong with indians but when you bring in 1/2 a million a year it gets crazy quick.
Simply too many too fast. Nothing wrong with indians but when you bring in 1/2 a million a year it gets crazy quick.
Identity Attack0.28883415
Insult0.20901857
Profanity0.10735235
Threat0.024753258
Severe Toxicity0.011978149
Moderate 0.31963667 Moderate Con 0.36 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
This is lowkey racist cause what do you mean “why?” Canada is run like USA not the Northern European countries. The population size it’s too small to sustain that so Immigration is needed literally. And …
This is lowkey racist cause what do you mean “why?” Canada is run like USA not the Northern European countries. The population size it’s too small to sustain that so Immigration is needed literally. And Desis just happen to be the people willing to migrate and “create” a city out of nothing as you say. This is not showing both sides of anything. The Polish guy was just racist lol “ they all look the same” We are other-ized by the average Canadian and face bias often, at work or in regular social situations. Then the nice Canadian wonders why we hang out amongst ourselves and prefer employing each other lol
Identity Attack0.28034934
Insult0.24928534
Profanity0.056441884
Threat0.008285114
Severe Toxicity0.011444092
Moderate 0.31963667 Constructive 0.681
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
If they like their indian culture and traditions so much, why do they move? Why don't they stay where they are originally from? I also live in a town that is becoming increasingly indian and …
If they like their indian culture and traditions so much, why do they move? Why don't they stay where they are originally from? I also live in a town that is becoming increasingly indian and they don't adapt... at all. To nothing. They may take up some cool western traditions like Halloween but they'll never give up not bathing, cooking on the garage floors, walking barefoot on public places, disrespecting women and belittling the lower casts. Go back if you like that so much, why move?
Identity Attack0.381025
Insult0.1669316
Profanity0.045670103
Threat0.0097738765
Severe Toxicity0.013866014
Moderate 0.31825066 Constructive 0.601 Fear_Threat
Jan 30, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
How is our government gonna stop our country from being overthrown by Islam? Their plan is already in action and our government is doing nothing.
How is our government gonna stop our country from being overthrown by Islam? Their plan is already in action and our government is doing nothing.
Identity Attack0.37730414
Insult0.08212569
Profanity0.03765389
Threat0.035458352
Severe Toxicity0.014447021
Moderate 0.31686464 Low Con 0.215 Fear_Threat
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
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 …
Nothing's going to change as long as the Liberals are in power they're doing it to us on purpose to destroy our country and for you liberals you need to wake up you're selling out …
Nothing's going to change as long as the Liberals are in power they're doing it to us on purpose to destroy our country and for you liberals you need to wake up you're selling out your children and your grandchildren for the sake of some Olive Garden wef agenda
Identity Attack0.11163961
Insult0.22303216
Profanity0.030389199
Threat0.05397744
Severe Toxicity0.009994507
Moderate 0.31547862 Moderate Con 0.343 Unverified_Claim
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
The entitlement of these temp workers and students is unbelievable. The only people who profit from this insane immigration are lawyers and fake colleges. 30 years ago an immigrant had to be a professional with …
The entitlement of these temp workers and students is unbelievable. The only people who profit from this insane immigration are lawyers and fake colleges. 30 years ago an immigrant had to be a professional with proven skills, you had to speak the language and be ready to integrate and contribute. Now? They do nothing, get everything and demand MORE. STOP immigration.
Identity Attack0.2803029
Insult0.24561718
Profanity0.025087673
Threat0.007935578
Severe Toxicity0.008277893
Moderate 0.31132057 Moderate Con 0.344
Nov 23, 2025 85 likes Quebec Ends Economic Immigration Program …

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.