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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: "How the heck did you …" 26 comments · Page 1 of 2
Indians = somewhat uncomfortable and a bit weird but enjoyable and can be fun Muslim indians = burn the whole fcuking building Heck burn the entire fcuking city its too late man
Indians = somewhat uncomfortable and a bit weird but enjoyable and can be fun Muslim indians = burn the whole fcuking building Heck burn the entire fcuking city its too late man
Identity Attack0.7895903
Insult0.67735565
Profanity0.73341435
Threat0.5940531
Severe Toxicity0.61260825
Toxic 0.9029226 Moderate Con 0.327 Identity Attack Insult Threat Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
What the heck. You're so crazy! Lol
What the heck. You're so crazy! Lol
Identity Attack0.026609946
Insult0.64537907
Profanity0.43272525
Threat0.0113014765
Severe Toxicity0.051147457
Moderate 0.6827122 Moderate Con 0.378 Insult Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
Go the heck home!! Now!! Take all of your friemds and family with you!!
Go the heck home!! Now!! Take all of your friemds and family with you!!
Identity Attack0.099899694
Insult0.4555076
Profanity0.4370703
Threat0.15276608
Severe Toxicity0.20678867
Moderate 0.6426206 Moderate Con 0.31 Call_To_Action
Jan 21, 2026 1 likes Why Canadians Are Turning Against …
omg the audacity of that guy T.T WHAT THE HECK does he mean by muslim nation omg
omg the audacity of that guy T.T WHAT THE HECK does he mean by muslim nation omg
Identity Attack0.5108175
Insult0.37846634
Profanity0.44366163
Threat0.049128212
Severe Toxicity0.2391185
Moderate 0.6308517 Low Con 0.3 Identity Attack
Aug 27, 2025 Why Canadians Are Turning Against …
Same thing is happening America too because of the H1B. India Fatigue is is everywhere. Heck even in YouTube comments, they always have to announce themself as being Indian. It’s pathetic.
Same thing is happening America too because of the H1B. India Fatigue is is everywhere. Heck even in YouTube comments, they always have to announce themself as being Indian. It’s pathetic.
Identity Attack0.4830652
Insult0.5678696
Profanity0.35848376
Threat0.010705971
Severe Toxicity0.023364257
Moderate 0.5885171 Moderate Con 0.378 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
How the heck did these people come in ? And why do we need these fraudulent candidates. Throw them out.
How the heck did these people come in ? And why do we need these fraudulent candidates. Throw them out.
Identity Attack0.08252834
Insult0.49151286
Profanity0.4033339
Threat0.3993542
Severe Toxicity0.048457388
Moderate 0.5721988 Low Con 0.213 Unverified_Claim
Oct 2, 2025 IRCC Names India in Study …
6:57 this guy is relatively nice and truthful, but why the heck would Canda import a one handed Indian thief? Thieves get their hands cut off in India.
6:57 this guy is relatively nice and truthful, but why the heck would Canda import a one handed Indian thief? Thieves get their hands cut off in India.
Identity Attack0.5108175
Insult0.4794537
Profanity0.4001375
Threat0.2836219
Severe Toxicity0.16960317
Moderate 0.5566829 Moderate Con 0.36 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Bro go to islamic country not here in Canada… You came here in Canada just follow the rule of law here not canada follow you .. what heck
Bro go to islamic country not here in Canada… You came here in Canada just follow the rule of law here not canada follow you .. what heck
Identity Attack0.5051609
Insult0.4339631
Profanity0.37854016
Threat0.010783645
Severe Toxicity0.056527592
Moderate 0.5532103 Low Con 0.199 Identity Attack Identity_Assertion
Sep 3, 2025 Why Canadians Are Turning Against …
F the liberal govt. Ah what the heck, F them all in Ottawa.
F the liberal govt. Ah what the heck, F them all in Ottawa.
Identity Attack0.16801116
Insult0.4302003
Profanity0.44366163
Threat0.13228847
Severe Toxicity0.07805709
Moderate 0.50789946 Low Con 0.212
Nov 20, 2025 Thousands of refugees allowed into …
So my sister visits a friend in Ontario, and boy she came back disgusted with the flock of indian gunk everywhere. There is the culture of littering, uncivilized living, staring, rampantly racism,.and know what? The …
So my sister visits a friend in Ontario, and boy she came back disgusted with the flock of indian gunk everywhere. There is the culture of littering, uncivilized living, staring, rampantly racism,.and know what? The gunk bags are so proud of being indians they none of them ever want to go back to the weedhole of the subcon. They will smooth talk you into any type of scam, sexually advance on kids when they think they can get away, and then go worship some rat house when cat. The hecks wrong with u Canada.
Identity Attack0.4911651
Insult0.48627716
Profanity0.30690086
Threat0.079364374
Severe Toxicity0.13863131
Moderate 0.49139655 Moderate Con 0.417 Fear_Threat
Feb 8, 2026 Inside Canada's Indian Invasion...
Who the heck is running this country? It’s just so sad.
Who the heck is running this country? It’s just so sad.
Identity Attack0.084182754
Insult0.32682732
Profanity0.45706853
Threat0.009981008
Severe Toxicity0.023082556
Moderate 0.4826145 Low Con 0.264 Fear_Threat
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
Indians what the heck have you done? It's just the genuine ones that suffer. I'm an Indian too, fought to the skin of the tooth to secure Masters admission, paid over 50k CAD in fees. …
Indians what the heck have you done? It's just the genuine ones that suffer. I'm an Indian too, fought to the skin of the tooth to secure Masters admission, paid over 50k CAD in fees. Was genuine in my effort & was able to secure a good job and I still have this ick at the back of the mind that I might be seen with disgust because of how tarnished our reputation is of lately, despite trying my best to contribute my fair share to the society, to this beautiful country. Hope you Canadians understand the plight of honest ones amongst the sea of frauds, I hope you do!
Identity Attack0.40883094
Insult0.42743355
Profanity0.39409557
Threat0.016638106
Severe Toxicity0.03321367
Moderate 0.47119883 Constructive 0.809 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
"Immigrants are complaining about immigrants" that hit hard. What the heck is going on in Canada? I want my country back
"Immigrants are complaining about immigrants" that hit hard. What the heck is going on in Canada? I want my country back
Identity Attack0.40713623
Insult0.29383746
Profanity0.36230123
Threat0.013113883
Severe Toxicity0.023076924
Moderate 0.4394682 Moderate Con 0.498 Identity_Assertion
Aug 27, 2025 2 likes Why Canadians Are Turning Against …
No wonder there is thousands of people from India in Canada now . What the heck is really going on 🤔🫵🏾🥹🤬😡
No wonder there is thousands of people from India in Canada now . What the heck is really going on 🤔🫵🏾🥹🤬😡
Identity Attack0.3817989
Insult0.24928534
Profanity0.35346076
Threat0.010783645
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.377
Sep 30, 2025 IRCC Names India in Study …
That polish guy saying Indians walk naked inside their houses, while walking naked on the streets. And people saying Indians don’t assimilate, when do white people assimilate with others. And if people don’t keep their …
That polish guy saying Indians walk naked inside their houses, while walking naked on the streets. And people saying Indians don’t assimilate, when do white people assimilate with others. And if people don’t keep their neighborhood clean and work only on clash, then it’s the system’s fault and pole hole that is letting them exploit it, fix the system. And why the heck the Gov letting immigrants in if it’s doing no good to the country. Simply because left a gov that will put a stop to immigration.
Identity Attack0.40158966
Insult0.35161978
Profanity0.3351773
Threat0.029587816
Severe Toxicity0.023317307
Moderate 0.40614098 Constructive 0.517
Sep 22, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
OMG what the heck is this liberal government doing? Is everyone drinking special Kool-Aid over there in Ottawa?
OMG what the heck is this liberal government doing? Is everyone drinking special Kool-Aid over there in Ottawa?
Identity Attack0.061130337
Insult0.25800487
Profanity0.39409557
Threat0.008582866
Severe Toxicity0.020515325
Moderate 0.4014846 Low Con 0.184
Nov 21, 2025 Thousands of refugees allowed into …
If they work, file their taxes, don't siphon the system and talk to me in English then I do not care what they do in their own time. On the contrary, I wish them the …
If they work, file their taxes, don't siphon the system and talk to me in English then I do not care what they do in their own time. On the contrary, I wish them the best. Those who do not contribute to society and merely leech off of it are the true dregs. That applies the same to a white man with needles harassing people under a bridge and a black man in a hoodie and mask robbing a convenience store (non-Indian stereotypes) as it does to any immigrant who hops the border and expects this country to fund their way. That said, there have been far too many immigrants in the last decade, regardless of origin. I've lived in my small town in BC for 37 years and somehow I cannot get a family doctor (I visit all of the local clinics annually and am on the provincial waiting list) while a lot of newer residents seem to have a doctor within months of moving here. I am glad I bought my house when I did, I would not be able to afford one today. I am not against legal immigration, just slow it down so the infrastructure can support it and properly vet those who apply. The system for deportment currently employed in the US is far too hastened and imperfect for my liking but the lack-of-a-system (or heck, acknowledgement) that this is even an issue by the current and previous Canadian governments is equally as concerning (arguably more, other folks can debate the politics of it).
Identity Attack0.4482637
Insult0.36798462
Profanity0.16869035
Threat0.033386398
Severe Toxicity0.023076924
Moderate 0.39842087 Constructive 0.828 Policy_Critique
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
This needs to be cleaned up. Put the money in to get through the claim backlog and if someone is ruled inadmissible, cut them off and deport them. Why the heck is it taking 8 …
This needs to be cleaned up. Put the money in to get through the claim backlog and if someone is ruled inadmissible, cut them off and deport them. Why the heck is it taking 8 years to get a known criminal deported! Stop just handing out our hard earned cash.
Identity Attack0.062039822
Insult0.28586254
Profanity0.3290656
Threat0.07246469
Severe Toxicity0.019224197
Moderate 0.37751234 Moderate Con 0.442 Policy_Critique
Feb 24, 2026 12 likes 'We do know that there's …
For Canadians:- Improve your immigration policy, how the heck are you allowing so many people in a short amount of time? And what's that college scam, Some people from your country make fake Universities, contact …
For Canadians:- Improve your immigration policy, how the heck are you allowing so many people in a short amount of time? And what's that college scam, Some people from your country make fake Universities, contact people from abroad and make them come in Canada, then they take their money as fees and then flash! No such college existed. And foreign people are trapped there. Also, hire qualified people with degrees like the USA does. Indians are living in USA too, but it's not such a big problem in USA BCOS of their policies. Not everyone is wrong,but make sure to punish the wrong one's. Imply tough rules on cleanliness and job hirings. Instead of banning people from these countries, imply strict regulations on them. For indians or any other communitee:- Shame on you guys, no one is saying you to leave your culture or something. It's just that be like a Canadian, give jobs to other communities too. Maintain cleanliness standards of Canada, not india or any country. Follow canadian driving rules rather then any other countries. You should be grateful for them to accept you, now you should accept them too. Thankyou.
Identity Attack0.33352965
Insult0.31740165
Profanity0.27882218
Threat0.009359611
Severe Toxicity0.02258113
Moderate 0.37751234 Constructive 0.745
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Not enough. There needs to be a grass roots movement on the streets and in the neighborhoods. Set up a hotline heck even offer a little incentive to report these folks in Brampton that have …
Not enough. There needs to be a grass roots movement on the streets and in the neighborhoods. Set up a hotline heck even offer a little incentive to report these folks in Brampton that have overstayed. And btw I just farted
Identity Attack0.024600167
Insult0.24903896
Profanity0.38413823
Threat0.025616571
Severe Toxicity0.021806452
Moderate 0.37751234 Constructive 0.65 Call_To_Action
Jan 22, 2026 2.9 million Canadian temporary visas …
You can still do your thing, live your life, wear your clothes, eat your food. Heck, we love indian, Chinese and Jamaican food. But realize you are here, and act as such...
You can still do your thing, live your life, wear your clothes, eat your food. Heck, we love indian, Chinese and Jamaican food. But realize you are here, and act as such...
Identity Attack0.14019285
Insult0.18107465
Profanity0.36230123
Threat0.0104988385
Severe Toxicity0.021031776
Moderate 0.37458646 Constructive 0.625 Moral_Argument
Sep 24, 2025 1 likes Why Canadians Are Turning Against …
Why the heck would we want more Canadians that have never stepped foot in Canada? And automatic tax submission from low income? If they want the benefit take the few minutes to fill out a …
Why the heck would we want more Canadians that have never stepped foot in Canada? And automatic tax submission from low income? If they want the benefit take the few minutes to fill out a tax form.
Identity Attack0.120924085
Insult0.20434737
Profanity0.34391102
Threat0.008841781
Severe Toxicity0.017287504
Moderate 0.36867723 Moderate Con 0.361 Policy_Critique
Jan 14, 2026 Canada’s new rules in 2026
I lived in Brampton when its populations was 16,000 and it had a wooden bridge that crossed the Etobicoke Creek that ran across Hwy10 south at Meadowland park. It was washed away in 1965 flood. …
I lived in Brampton when its populations was 16,000 and it had a wooden bridge that crossed the Etobicoke Creek that ran across Hwy10 south at Meadowland park. It was washed away in 1965 flood. Small town, very 'orange', ie. Scottish protestant. Zero ethnics. Heck, they even hated the Catholics and wouldn't let them build the first Catholic church without a battle. It had one cinema downtown that charged .25cents for kids and .50cents for an adult ticket. It had a public pool that all the kids peed in during the summer and a red brick library which we went to religiously, every Friday to change our books. That town has completely disappeared. I used to drive to Brampton once a month for a meeting but decided driving into Brampton was such a risky behaviour especially on Bovaird, that I stopped going. Brampton has lost it character and exploded into a monstrous tract of cookie cutter box houses and strip malls. No one knows anyone else and there are no real neighbourhoods. If this is progress, give me the good old days when we could ride our bikes up and along Kennedy Road to Heart Lake conservation and go wading in the creek looking for tadpoles all day.
Identity Attack0.2795294
Insult0.16853803
Profanity0.24631839
Threat0.013631714
Severe Toxicity0.015157142
Moderate 0.30136615 Constructive 0.714 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
for starters who's getting extorted? where did there money come from.. it's known king pin and easy made money like fentenal dealers get extorted heck they said most were start up businesses. ya well thats …
for starters who's getting extorted? where did there money come from.. it's known king pin and easy made money like fentenal dealers get extorted heck they said most were start up businesses. ya well thats how they launder money so wy not try and get in on the dealthey have more licklyhood to pay. and it's gotten bad because these drug dealers are paying
Identity Attack0.015355183
Insult0.24171697
Profanity0.15107171
Threat0.009955117
Severe Toxicity0.0074768066
Low Tox 0.28674445 Moderate Con 0.451 Unverified_Claim
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Yeah... Too much immagration. You would have a hard time finding many Canadians saying different. I work at a University and we have had a heck of a time trying to track down our international …
Yeah... Too much immagration. You would have a hard time finding many Canadians saying different. I work at a University and we have had a heck of a time trying to track down our international students after they dropped out within weeks of starting.
Identity Attack0.10221587
Insult0.06023245
Profanity0.10425757
Threat0.00814271
Severe Toxicity0.0047683716
Low Tox 0.18649188 Constructive 0.688 Personal_Narrative
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …

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.