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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: "Absolutely!!!!!!! This is what YOU …" 254 comments · Page 6 of 11
It’s Simple, Liberals care more for immigrants than it’s TRUE Canadians! Conservatives, care more for TRUE Canadians. One Canadian life is far more valuable than 100 immigrants. Liberals will give FREE money to immigrants for …
It’s Simple, Liberals care more for immigrants than it’s TRUE Canadians! Conservatives, care more for TRUE Canadians. One Canadian life is far more valuable than 100 immigrants. Liberals will give FREE money to immigrants for housing, food, and other necessities, but we have single CANADIAN mothers that are barely surviving. Liberals, you’re an absolute joke. I have zero respect for liberals. I only surround myself with intelligent thinkers. USA, Poland, & Hungary are the only countries I respect.
Identity Attack0.27991617
Insult0.34392178
Profanity0.05543986
Threat0.008919456
Severe Toxicity0.013607788
Moderate 0.35186127 Moderate Con 0.451 Policy_Critique
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
ive stayed at the same motel, it was absolutely horrible
ive stayed at the same motel, it was absolutely horrible
Identity Attack0.035847444
Insult0.24424846
Profanity0.18417911
Threat0.008582866
Severe Toxicity0.008850098
Moderate 0.35186127 Moderate Con 0.401 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Many come with fake study visa, then go to downtown Toronto and do uber eats on their moped/ebikes. They drive extremely recklessly, often without lights at night or stopping in the middle of the bike …
Many come with fake study visa, then go to downtown Toronto and do uber eats on their moped/ebikes. They drive extremely recklessly, often without lights at night or stopping in the middle of the bike lanes glued to their phone. Its absolutely ridiculous the amount of close calls i have had with them, going down the wrong way, running stop signs and red lights.
Identity Attack0.017867407
Insult0.37506318
Profanity0.06596114
Threat0.008052089
Severe Toxicity0.0050354004
Moderate 0.34757367 Constructive 0.57 Unverified_Claim
Sep 19, 2025 1,553 likes Inside Canada's Indian Metropolis (Brampton)
What they keep spinning about imagination and the government is making it look like the public is angry about them coming over and working and living in our countries we aren't angry about them coming …
What they keep spinning about imagination and the government is making it look like the public is angry about them coming over and working and living in our countries we aren't angry about them coming here we are all angry about the ones that are coming to the country undocumented and just walking straight into the country and we haven't got a clue what convictions they all have. The media and the government trying to make us look racist when we are not it's absolutely disgusting. The governments haven't got a clue who's these undocumented and most of them are all men coming in as well. The governments have devastated the west countries they've lost control and the amount that's in they lie the government hasn't a clue where they are and who's come into the country either. And suprise suprise look at all the crime and murders happening nowadays everyone in the government should be stood and trailed for what they have done it's all corrupt everywhere I don't trust anything no more I don't even wanna give my hard earned money to them either. Fuck the government.....
Identity Attack0.19495805
Insult0.33964422
Profanity0.098067984
Threat0.010731863
Severe Toxicity0.012054443
Moderate 0.3389984 Constructive 0.601 Policy_Critique
Feb 7, 2026 Inside Canada's Indian Invasion...
With respect, I no longer believe that the Liberals made these detrimental changes out of ignorance. It was absolutely Intentional. It seems very obvious to me now that their plan is to destroy our country …
With respect, I no longer believe that the Liberals made these detrimental changes out of ignorance. It was absolutely Intentional. It seems very obvious to me now that their plan is to destroy our country while enriching themselves.
Identity Attack0.09245483
Insult0.344702
Profanity0.028503597
Threat0.011922873
Severe Toxicity0.005760193
Moderate 0.3389984 Moderate Con 0.395 Unverified_Claim
Feb 17, 2026 192 likes LILLEY UNLEASHED: The fall of …
Man on the bike is based af. Its a serious problem here and a lot of us are feeling the fatigue. I work with many and even when handling food they do not wash their …
Man on the bike is based af. Its a serious problem here and a lot of us are feeling the fatigue. I work with many and even when handling food they do not wash their hands it's absolutely disgusting.
Identity Attack0.009989422
Insult0.34392178
Profanity0.15019037
Threat0.007961469
Severe Toxicity0.0060272217
Moderate 0.3389984 Constructive 0.741 Fear_Threat
Jan 29, 2026 5 likes Inside Canada's Indian Invasion...
Brampton punjabis are crying on reddit about this video showing the truth. Absolutely wild. 😂😂😂
Brampton punjabis are crying on reddit about this video showing the truth. Absolutely wild. 😂😂😂
Identity Attack0.35948995
Insult0.25800487
Profanity0.19401662
Threat0.013424582
Severe Toxicity0.023076924
Moderate 0.3389984 Low Con 0.167 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
This is a horrible situation on both ends and the fact that its all 100% administration failure is sad. Its not fair to anyone not even the immigrants. They keep bringing in more people then …
This is a horrible situation on both ends and the fact that its all 100% administration failure is sad. Its not fair to anyone not even the immigrants. They keep bringing in more people then the economy can afford to live here I frankly find it ridiculous. I want to know whats driving these policies to continue. My parents came to canada 25 years ago, they payed thousands of dollars to get status here. Now people are getting in as cheap labour that can't even afford to live here so they dogpile 10-15 people in the same 2-3 bedroom apartments or houses and the infrastructure is still being built on the logic of single families when in the reality thr opposite is happening we have sudden crowding because rent is unaffordable due to the massive influx of people, including canadian born nationals that are forced to live in these environments if they don't have support- Its crazy why not close your borders stabilize rebuild infrastructure then slowly work on immigration policies again when the housing market and job market are stable again. Theres absolutely no reason to cite labour shortages when theres an unemployment rate and homeless people everywhere- close the borders- get homes built, throw heavy incentives to join and get educated on any productive field that has a shortage upto and including providing shelter to canadian citizens that decide to pursue these fields and are homeless. Have a fast track rotating incentive down to the year along with guaranteed on job training for all occupations. Such a simple solution so stupid we can't execute it. Too busy squabbling liberal conservative baseline rhetoric that we made ourselves blind to the human cost in our own borders.
Identity Attack0.10221587
Insult0.34032786
Profanity0.096805766
Threat0.008867673
Severe Toxicity0.008163452
Moderate 0.3302291 Constructive 0.768
Oct 2, 2025 1 likes IRCC Names India in Study …
$50,000 is almost 3 years of my income for two people. How can people coming from the U.S. be "refugees"? Many so-called "refugees" that are Muslim have absolutely NO intent to integrate because their ideology …
$50,000 is almost 3 years of my income for two people. How can people coming from the U.S. be "refugees"? Many so-called "refugees" that are Muslim have absolutely NO intent to integrate because their ideology says they must not, but to supplant the current Canadian system with Islamic Law. They constantly play the victim and lobby for special "rights". This CANNOT BE ALLOWED!
Identity Attack0.40883094
Insult0.13064787
Profanity0.021876704
Threat0.007870848
Severe Toxicity0.012054443
Moderate 0.3286776 Moderate Con 0.484
Apr 14, 2019 How much do refugees and …
Liberal government has absolutely ruined this country.
Liberal government has absolutely ruined this country.
Identity Attack0.14233272
Insult0.19967617
Profanity0.066963166
Threat0.019746035
Severe Toxicity0.007286072
Moderate 0.32712606 Low Con 0.234 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
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 …
Another absolute banger video this is real journalism
Another absolute banger video this is real journalism
Identity Attack0.025404079
Insult0.15556364
Profanity0.15635987
Threat0.020609349
Severe Toxicity0.016060932
Moderate 0.3245134 Moderate Con 0.35
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
THANK YOU FOR COVERING THIS! I lived in Brampton my whole life. Its too much, faaaarrrr too much. Horrible civic sense, no accountability, a complete lack of manners....its a shame. Our city has been absolutely …
THANK YOU FOR COVERING THIS! I lived in Brampton my whole life. Its too much, faaaarrrr too much. Horrible civic sense, no accountability, a complete lack of manners....its a shame. Our city has been absolutely wrecked
Identity Attack0.031980325
Insult0.26957804
Profanity0.04792466
Threat0.0072753434
Severe Toxicity0.006980896
Moderate 0.32397532 Constructive 0.557 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I have met some really good indians from the plder generation that came here in 90s....but most of the ones that have come here on last 6 years are absolutely the bottom of the barreel. …
I have met some really good indians from the plder generation that came here in 90s....but most of the ones that have come here on last 6 years are absolutely the bottom of the barreel. Even the older indians are hating on the new ones.
Identity Attack0.37655997
Insult0.16897665
Profanity0.1352073
Threat0.013321015
Severe Toxicity0.01483436
Moderate 0.32182294 Constructive 0.566
Oct 10, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Liberals are just absolutely destroying this country. Alberta separation is a must. My grandchildren do not have a future in this country. We need the conservatives, and we need ice.
Liberals are just absolutely destroying this country. Alberta separation is a must. My grandchildren do not have a future in this country. We need the conservatives, and we need ice.
Identity Attack0.19100772
Insult0.20901857
Profanity0.028640235
Threat0.053330876
Severe Toxicity0.009269714
Moderate 0.31963667 Moderate Con 0.379 Fear_Threat
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Here is a aggressively neutral take as a Canadian elementary school teacher in an area with an extremely high Indian population (around half our school is ethnically Indian). It is also my own opinion, and …
Here is a aggressively neutral take as a Canadian elementary school teacher in an area with an extremely high Indian population (around half our school is ethnically Indian). It is also my own opinion, and some opinions on the internet suck: The good: Cultural integration IS possible (the Indian families are more into hockey than the white families where I live), tons of cross-cultural friendships, beautiful blend of cultural celebrations, top achievers are almost always second-generation immigrants, kids are growing up to love their parents' culture while also loving Canada's, many fantastic families who engage their children well and raise them very respectfully, religious temples that will feed an amazing meal to ANYBODY who walks into them (as long as you cover your hair), low rates of family trauma (drugs, abuse, divorce, etc.), families that take care of their elders The rough: Not all families are interested in being Canadian (some families just send their kids to Indian speaking private schools, live in Indian areas, and only seem to practice Indian ways of life - what's even the point?), many Indian families retreated into their home-lives during Covid which removed their children from integration opportunities, a very small percentage of the families are absolutely TERRIBLE at parenting and treat their sons and daughters with different levels of respect, multi-family households pay a single property tax which makes the contribution per taxpayer much smaller (while social benefits are equal to anybody else), some crime such as extortion and gang activity has been imported into the country, some individuals' disregard for rules and laws (setting fireworks on Diwali in the middle of a dry, grassy field is just plain stupid), some Indian communities seem to vote blindly for their own ilk during local elections without any regard for policy or experience, LMIA immigration program has been corrupted by the nepotism of bad actors and the greed of large corporations (wages can be federally subsidized which makes it cheaper to hire immigrants than the 16 year old down the street). Many of these families were simply making good choices for their own family, so don't blame the people themselves for this - blame the government that allowed it to fester unsustainably. I'll continue to stick up for the majority of these beautiful families though - haters be darned! Watching these kids grow up gives me some hope for humanity!
Identity Attack0.2964622
Insult0.21368977
Profanity0.25915453
Threat0.008272167
Severe Toxicity0.01644827
Moderate 0.31825066 Constructive 0.786 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Guy on the bike was absolutely right about the Africans
Guy on the bike was absolutely right about the Africans
Identity Attack0.37361985
Insult0.08212569
Profanity0.07611542
Threat0.06658544
Severe Toxicity0.02296847
Moderate 0.3127066 Moderate Con 0.393 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
It is an absolute truth that someone from India gets into a position to hire and they ONLY hire Indian people. What you say at 10:26 is BS we blame because it’s true.
It is an absolute truth that someone from India gets into a position to hire and they ONLY hire Indian people. What you say at 10:26 is BS we blame because it’s true.
Identity Attack0.36702603
Insult0.15236975
Profanity0.104876526
Threat0.007974415
Severe Toxicity0.01322045
Moderate 0.30854854 Moderate Con 0.419
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
This is absolute nonsense. How will canada's free healthcare for old people survive without revenue from international students? It's not like canada can produce anything of value.
This is absolute nonsense. How will canada's free healthcare for old people survive without revenue from international students? It's not like canada can produce anything of value.
Identity Attack0.06385879
Insult0.25800487
Profanity0.031140719
Threat0.0068416605
Severe Toxicity0.0050354004
Low Tox 0.29771072 Low Con 0.286
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)
this is the stuff of nightmares. The guy on 10:00...absolutely delusional, India is the fourth world, right now in 2025 about 65% dont have indoor plumbing!
this is the stuff of nightmares. The guy on 10:00...absolutely delusional, India is the fourth world, right now in 2025 about 65% dont have indoor plumbing!
Identity Attack0.19890837
Insult0.14331897
Profanity0.06395709
Threat0.00967031
Severe Toxicity0.009155273
Low Tox 0.2853768 Low Con 0.239
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
And absolutely nothing will change and it will only get worse. If you point out the negative impacts you are labeled as 'racist'. Joke of a country and joke of a society. They are ruining …
And absolutely nothing will change and it will only get worse. If you point out the negative impacts you are labeled as 'racist'. Joke of a country and joke of a society. They are ruining the country and pointing that out is 'racist'.
Identity Attack0.16993292
Insult0.16802633
Profanity0.03990845
Threat0.009463178
Severe Toxicity0.007858276
Low Tox 0.28087774 Moderate Con 0.361 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Absolutely need to remove the fraudulent visa holders. Even if they are citizens now, they don't deserve it.
Absolutely need to remove the fraudulent visa holders. Even if they are citizens now, they don't deserve it.
Identity Attack0.10221587
Insult0.16853803
Profanity0.022901481
Threat0.13313138
Severe Toxicity0.008163452
Low Tox 0.2786282 Low Con 0.291
Oct 1, 2025 IRCC Names India in Study …
Who are responsible for all these total mess! Absolutely Justin Trudeau and his team.
Who are responsible for all these total mess! Absolutely Justin Trudeau and his team.
Identity Attack0.010729378
Insult0.26957804
Profanity0.019895468
Threat0.0074565844
Severe Toxicity0.0040626526
Low Tox 0.2786282 Low Con 0.232 Policy_Critique
Feb 24, 2026 Canadian immigration officers investigating hundreds …
Crazy bro, huge respect for going through with so much of the smuggling process to expose it. Absolute cinema
Crazy bro, huge respect for going through with so much of the smuggling process to expose it. Absolute cinema
Identity Attack0.0052166977
Insult0.20668297
Profanity0.09583591
Threat0.008129764
Severe Toxicity0.0049209595
Low Tox 0.27236435 Moderate Con 0.487 Solidarity
Jan 28, 2026 Inside Canada's Indian Invasion...
I’m a white American recently retired at 63. There are millions here and in Canada that are / will be collecting Social Security or the Canadian Equivalent. If we want those funds to be there …
I’m a white American recently retired at 63. There are millions here and in Canada that are / will be collecting Social Security or the Canadian Equivalent. If we want those funds to be there in the future we absolutely MUST have immigration. In my family we had 11 girls born 1994-2006. Exactly 2 of these women are moms and they have 1 kid. That’s called population collapse. Any economy to continue prospering needs a continual supply of new workers paying taxes. White people ain’t doing it. Whether it’s Indians in Canada or Hispanics in the US, we need these people. These immigrant communities also practice the principles that made America/ Canada great. Faith family and community. Anyone heard of the recent trend in America of kids in their 20s-40s want to divorce their PARENTS??? Yeah it’s a thing. I bet there’s not a whisper of that garbage in immigrant communities. I’m all for it. We need these people. And that’s the plain truth.
Identity Attack0.29188538
Insult0.083359696
Profanity0.057443913
Threat0.0097738765
Severe Toxicity0.010223389
Low Tox 0.27047762 Constructive 0.721
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)

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.