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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: "*What about White Invasion of …" 44 comments · Page 2 of 2
White Europian invasion in Indigenous land of red indians, inuits .
White Europian invasion in Indigenous land of red indians, inuits .
Identity Attack0.4774257
Insult0.24928534
Profanity0.20139475
Threat0.04686524
Severe Toxicity0.023927659
Moderate 0.4014846 Low Con 0.248 Identity_Assertion
Feb 22, 2026 1 likes Inside Canada's Indian Invasion...
Invasion?? They aren’t Americans invading Iraq and slaughtering millions. Those Indians came here legally by the permission of the Canadian government, probably because white Canadians didn’t want to do jobs
Invasion?? They aren’t Americans invading Iraq and slaughtering millions. Those Indians came here legally by the permission of the Canadian government, probably because white Canadians didn’t want to do jobs
Identity Attack0.4907465
Insult0.20668297
Profanity0.05017922
Threat0.13313138
Severe Toxicity0.022710243
Moderate 0.4013387 Moderate Con 0.347 Moral_Argument
Feb 8, 2026 1 likes Inside Canada's Indian Invasion...
Please do a video on the invasion of Mexicans / Hispanic into America over decades...but especially during the Biden admin; FORTY MILLION ILLEGALS, just during his 4 year fraudulent term; the Indian invasion pales in …
Please do a video on the invasion of Mexicans / Hispanic into America over decades...but especially during the Biden admin; FORTY MILLION ILLEGALS, just during his 4 year fraudulent term; the Indian invasion pales in comparison to how many Illegal Mexicans there are in the USA, totally flying under the radar, protected by a corrupt leftist media, & because they are protected by leftist towns, their city council, etc...and compromised leftist law enforcement, who also, btw, pay these ppl to gangstalk & harass, and illegally surveille, American citizens in these invaded towns. These ppl always travel in packs and gangs of people so they all support each other with money and aid in teaming up against others they hate; they believe America belongs to them & are ignorant of historical Facts & even so, do not care, and these ppl who refuse to assimilate or get legal citizenship, act entitled & present an attitude that everything here and everywhere but especially in America, is for Theirs for the taking...including white men...girls. They also have a very high rate of drug use / smuggling, early pregnancy among females, violence; gangs, etc...etc..far greater corruption & deviance than Indian culture which many of these things are mostly non-existent...at least Indians are intelligent & keep to themselves & are quiet....not that I support an all- out invasion...Attention though needs to also be on how illegal Hispanic culture, etc...has completely changed, and not for the better; the demographic & atmosphere of once peaceful, and at least once fairly educated, once nice looking American cities & towns...& they are taking all of our jobs, & then forcing applicants to learn the language of these foreign invaders, discriminating against citizens who don't speak their language; these ppl are getting massive funding in all sorts from all sorts of NGO's & elsewhere..: they are also driving far better, & more expensive vehicles than many citizens...so where is the money coming from...& they're buying up all our land, building housing for themselves, family, & for other illegals...which is, of course also corrupt & illegal...Money hungry & leftist leaning Real estate agents are just pushing these housing applicants through...no background check, nothing, and no one is investigating just that aspect alone...Many are also now copying American culture & opening up these copied businesses to monetarily capitalize on what sets Americans apart from Hispanic culture. And also...illegals are literally, violently Hunting ICE...threatening them, hurting and killing them, at the behest of other corrupt officials who invaded and took political power for a corrupt agenda; it is beyond treason. This is quite sad though for Canada...all of our towns are being deliberately RUINED BY GLOBALISM.
Identity Attack0.46028158
Insult0.34548226
Profanity0.0741757
Threat0.01750142
Severe Toxicity0.020257099
Moderate 0.39987978 Constructive 0.646 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
"Invasion", while it was the previous Canadian government that let in a flood of Indians by letting Canadians run fake diploma mills, including but not limited to khalistani terrorists despite warnings from the Indian govt. …
"Invasion", while it was the previous Canadian government that let in a flood of Indians by letting Canadians run fake diploma mills, including but not limited to khalistani terrorists despite warnings from the Indian govt. But not taking any blame is a part of white culture so it is wt it is ig. Keep importing our worst, keep blaming others instead of your govt, helps us back home
Identity Attack0.43256098
Insult0.26957804
Profanity0.041160982
Threat0.011120236
Severe Toxicity0.014963473
Moderate 0.37751234 Moderate Con 0.374 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
One thing I'd never understand is when Whites have invaded, colonized, pillaged entire continents they downplay it or straight up deny it, and now a few brownskins (not even making 10% of the population) are …
One thing I'd never understand is when Whites have invaded, colonized, pillaged entire continents they downplay it or straight up deny it, and now a few brownskins (not even making 10% of the population) are in their country doing their work, minding their own business and they call it invasion.
Identity Attack0.45610145
Insult0.17486192
Profanity0.1110661
Threat0.015429466
Severe Toxicity0.020644438
Moderate 0.37694603 Moderate Con 0.48 Moral_Argument
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
It ain't an invasion. Canada depends on immigrants to maintain our population. The land who makes up Canada was originally stolen, so as a white Canadian, we have no right to decide where someone else …
It ain't an invasion. Canada depends on immigrants to maintain our population. The land who makes up Canada was originally stolen, so as a white Canadian, we have no right to decide where someone else can live. Everyone should be welcomed and supported here, regardless of their race, ethnicity, sex, faith, gender, sexuality, and physical or mental differences. The only People who don't belong in Canada are those who have given in to racism, bigotry, and hate.
Identity Attack0.39966375
Insult0.28791866
Profanity0.022423252
Threat0.008466354
Severe Toxicity0.013091337
Moderate 0.37576625 Constructive 0.653 Moral_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
When you say invasion it means committing genocide of millions and looting their culture And claim their landmass as yours For example what white Europeans did with Canadian and Red Indians
When you say invasion it means committing genocide of millions and looting their culture And claim their landmass as yours For example what white Europeans did with Canadian and Red Indians
Identity Attack0.41975367
Insult0.1640896
Profanity0.041912504
Threat0.13815513
Severe Toxicity0.021548226
Moderate 0.37458646 Moderate Con 0.386 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
I think yall forget white people are not even the native population of Canada. I bet yall would have no problem if it was a Ukrainian "invasion"😊
I think yall forget white people are not even the native population of Canada. I bet yall would have no problem if it was a Ukrainian "invasion"😊
Identity Attack0.44690517
Insult0.16751462
Profanity0.043415543
Threat0.012803185
Severe Toxicity0.015544481
Moderate 0.37340668 Moderate Con 0.41 Identity_Assertion
Mar 3, 2026 Inside Canada's Indian Invasion...
Dude, whites are not from Canada if you didnt know it, the invasion were first by the wh1tes
Dude, whites are not from Canada if you didnt know it, the invasion were first by the wh1tes
Identity Attack0.44690517
Insult0.1662211
Profanity0.089693464
Threat0.009385503
Severe Toxicity0.015544481
Moderate 0.3625127 Low Con 0.189 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
All western nations are being invaded with the express purpose of making them minority white. This is a forced integration and invasion. Import the 3rd world become the 3rd world.
All western nations are being invaded with the express purpose of making them minority white. This is a forced integration and invasion. Import the 3rd world become the 3rd world.
Identity Attack0.4054415
Insult0.110259406
Profanity0.06495911
Threat0.019573374
Severe Toxicity0.019095084
Moderate 0.36043653 Low Con 0.161 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
“Indian invasion”—you mean the invasion of “Indian” lands by ancestors of white Canadians, right? RIGHT?!
“Indian invasion”—you mean the invasion of “Indian” lands by ancestors of white Canadians, right? RIGHT?!
Identity Attack0.4006267
Insult0.10294484
Profanity0.025770858
Threat0.0101363575
Severe Toxicity0.013414118
Moderate 0.3389984 Low Con 0.241 Moral_Argument
Feb 26, 2026 2 likes Inside Canada's Indian Invasion...
Canadian born and raised in a small northern town Facts- they ruin the trucking industry, the dump truck industry, they run all the restaurant chains (want a taco, a red dot Indian will make it …
Canadian born and raised in a small northern town Facts- they ruin the trucking industry, the dump truck industry, they run all the restaurant chains (want a taco, a red dot Indian will make it for you) my daughter got hired at Tim's ( cpl years back) the ONLY reason she got a second interview is because her first name can be easy Indian or Irish. They were calling her up she's standing there they couldn't understand how a white girl got hired. It's not ok. Even the non extreme ones do sympathize with extremist acts of terror on Christians. 70% have admitted this. When you listen to the news, 99% of the crimes - violent, assault, home invasions, women set ablaze on the subway... EVERY NAME IS NOT CANADIAN!!! sorry if you break the law , federal violent crimes or fraud GET THE F.O 5 years ago 1 store was bought by that group of people.... Within a year they were everywhere, and how they get to buy homes or business? Cuz they cheat the system. Living 20 in an apartment, running transports 24/7 letting unlicensed family members drive while they rest they cut open the seat to poop out the bottom while still clocking Kilometers while the Canadian guy follows rules. They undercut job prices safety is absent. We are getting outnumbered when we have paid into the system out whole lives. They come here get a welfare check get housing get all the cra benefits they never paid a dime into. It's bullshit we aren't happy and they gotta go Educational purposes only Entertainment purposes only
Identity Attack0.38176915
Insult0.24630153
Profanity0.08775374
Threat0.011249693
Severe Toxicity0.015286255
Moderate 0.33504707 Constructive 0.668
Jan 27, 2026 Inside Canada's Indian Invasion...
What about White Invasion of Canada…
What about White Invasion of Canada…
Identity Attack0.38215697
Insult0.08410009
Profanity0.035148825
Threat0.0104988385
Severe Toxicity0.014188796
Moderate 0.3281604 Low Con 0.268 Identity_Assertion
Feb 15, 2026 Inside Canada's Indian Invasion...
*What about White Invasion of America and Canada?* *Erasing natives of the land and calling themselves as Natives of America and Canada.*
*What about White Invasion of America and Canada?* *Erasing natives of the land and calling themselves as Natives of America and Canada.*
Identity Attack0.3817989
Insult0.083359696
Profanity0.06596114
Threat0.050744623
Severe Toxicity0.021806452
Moderate 0.32236105 Low Con 0.225 Moral_Argument
Feb 10, 2026 4 likes Inside Canada's Indian Invasion...
The game how many white people work at Tim Hortons, bud it's now called Singh Hortons, the invasion started at Tim Hortons first. Is it just me or does anyone else also want to tear …
The game how many white people work at Tim Hortons, bud it's now called Singh Hortons, the invasion started at Tim Hortons first. Is it just me or does anyone else also want to tear down that statue
Identity Attack0.31307843
Insult0.070799805
Profanity0.07967158
Threat0.067232
Severe Toxicity0.013414118
Low Tox 0.28857216 Moderate Con 0.444 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
invasion ? Was the mass migration of white Europeans to Canada an "invasion" too ?
invasion ? Was the mass migration of white Europeans to Canada an "invasion" too ?
Identity Attack0.35624164
Insult0.07301756
Profanity0.024131214
Threat0.008336896
Severe Toxicity0.008735657
Low Tox 0.2854903 Low Con 0.233 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
കുടിയേറ്റക്കാരിൽ സാമ്പത്തികമായി മെച്ചപെട്ട സാഹചര്യമുള്ളതും asset കൾ സ്വന്തമാക്കാൻ ശേഷിയുള്ളവരിൽ മുന്നിൽ നിൽക്കുന്നതും ഇന്ത്യൻസാണ്. അതിന്റെയൊക്കെ Itching ഉണ്ട് സായിപ്പിന്. Invasion ചെയ്ത രാജ്യങ്ങളുടെ ചോര കുടിച്ച് കൊഴുത്ത European Vampires. Bloody White man suprimecy 🤣🤣🤣
കുടിയേറ്റക്കാരിൽ സാമ്പത്തികമായി മെച്ചപെട്ട സാഹചര്യമുള്ളതും asset കൾ സ്വന്തമാക്കാൻ ശേഷിയുള്ളവരിൽ മുന്നിൽ നിൽക്കുന്നതും ഇന്ത്യൻസാണ്. അതിന്റെയൊക്കെ Itching ഉണ്ട് സായിപ്പിന്. Invasion ചെയ്ത രാജ്യങ്ങളുടെ ചോര കുടിച്ച് കൊഴുത്ത European Vampires. Bloody White man suprimecy 🤣🤣🤣
Identity Attack0.15731181
Insult0.24630153
Profanity0.21564959
Threat0.02803385
Severe Toxicity0.022839356
Low Tox 0.27236435 Moderate Con 0.305 Identity_Assertion
Feb 25, 2026 2 likes Inside Canada's Indian Invasion...
I love Punjabi people, they are high class and they surprise me when they tell me they were farmers before coming to canada because I don't get that rugged vibe from them. That guy at …
I love Punjabi people, they are high class and they surprise me when they tell me they were farmers before coming to canada because I don't get that rugged vibe from them. That guy at 2:50 was purhaps the most honest 'white' guy you will meet. The fact is Indians didn't take over, the upper class just decided to move north to Bolton or more west to the Halton area. Over time enough Indians replaced them to basically take over important roles like police officers and political positions. Eventually just like East Asians have Markham and parts of Scarborough, the south Asians had a high enough population for Brampton to be considered their home turf. Eventually though it was the student visas that drove Canadians crazy. Millions of students in record time and I believe there was an additional 4 million who came on temporary work visas during covid, eventually Canadians got annoyed. Personally I don't see any problem with it as long as we keep building apartments and homes for the new immigrants to rent and live it doesn't bother me. I would like to see three times more immigration especially from Europe as this country is super underpopulated and we need people to open factories and build companies that will strengthen Canada as a whole and employ our own not just send money back to their countries. So its not an invasion we just need come to a place of understanding and learn to work together. I will finish with the one negative; there truly is a massive lack of assimilation and this may prove to be more of a problem than we realize but I won't go into it. Stay strong my Punjabi friends 👳🏿
Identity Attack0.293411
Insult0.123407245
Profanity0.06596114
Threat0.012285355
Severe Toxicity0.009613037
Low Tox 0.25462922 Constructive 0.875 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
What about Canada’s white invasion 1867
What about Canada’s white invasion 1867
Identity Attack0.27914262
Insult0.04032305
Profanity0.036651865
Threat0.010835429
Severe Toxicity0.0077056885
Low Tox 0.23739935 Low Con 0.268 Comparative_Framing
Jan 29, 2026 Inside Canada's Indian Invasion...

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.