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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: "Is this what it’s like …" 2,805 comments · Page 53 of 113
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 …
Looks like a sausage fest city.
Looks like a sausage fest city.
Identity Attack0.019776696
Insult0.24928534
Profanity0.11292298
Threat0.008194493
Severe Toxicity0.007896423
Moderate 0.30854854 Low Con 0.187 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
The white farming town way of life appealed to outsiders, so now they will make it like India. This is happening because they dont want to live in their home country, white western countries appear …
The white farming town way of life appealed to outsiders, so now they will make it like India. This is happening because they dont want to live in their home country, white western countries appear safer, cleaner, and more inviting, who wouldn't want to come and live off that sweet white culture that created a community and culture that others flock to... just so they can refuse to assimilate and make that once inviting place like the place they ran from.
Identity Attack0.37879246
Insult0.097093195
Profanity0.06195303
Threat0.0104988385
Severe Toxicity0.01302678
Moderate 0.30854854 Moderate Con 0.413 Identity_Assertion
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Most of them are South Asians but they are Canadians, not indians. Just like you are caucassian and Canadian, white people also originally didnt exist in this land. This video screams racism. Almost all of …
Most of them are South Asians but they are Canadians, not indians. Just like you are caucassian and Canadian, white people also originally didnt exist in this land. This video screams racism. Almost all of the people you see are legal immigrants , the government gives half a million PRs every year.
Identity Attack0.3802808
Insult0.11616662
Profanity0.022013342
Threat0.006686311
Severe Toxicity0.008049011
Moderate 0.30716252 Constructive 0.517
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Thats my home town and most people move away. Its honestly abusive and sad, its happening in every city surrounding brampton. Within a decade growing up i was the only non indian or middle eastern …
Thats my home town and most people move away. Its honestly abusive and sad, its happening in every city surrounding brampton. Within a decade growing up i was the only non indian or middle eastern in my classes in school. To the point where u cant get a job cant rent a place because they cater to their own race. Allot are decent people but when your told u have to speak hindi to get a job. Its discriminatory and biased. They're racist towards anyone from a diffrent race period, i watched the city fall into an ethnoburb and i refuse to feel like a minority in my own home town.
Identity Attack0.33060804
Insult0.17486192
Profanity0.1184936
Threat0.01254427
Severe Toxicity0.014640691
Moderate 0.30716252 Constructive 0.702 Personal_Narrative
Mar 1, 2026 Inside Canada's Indian Invasion...
"You feel like you are sitting in your own home town" You are in CANADA, sir! It's not supposed to feel like INDIA. 😡
"You feel like you are sitting in your own home town" You are in CANADA, sir! It's not supposed to feel like INDIA. 😡
Identity Attack0.36702603
Insult0.13969865
Profanity0.031140719
Threat0.0077802283
Severe Toxicity0.012833111
Moderate 0.3057765 Moderate Con 0.358
Nov 7, 2025 Inside Canada's Indian Metropolis (Brampton)
Only westerns have been conditioned to have guilty feelings over being what is termed racist. It should be considered in group preference like the Chinese and Arabs practice. They won't be losing their cultural inheritance …
Only westerns have been conditioned to have guilty feelings over being what is termed racist. It should be considered in group preference like the Chinese and Arabs practice. They won't be losing their cultural inheritance and land anytime soon 🎉
Identity Attack0.37152436
Insult0.15343215
Profanity0.03239325
Threat0.009411395
Severe Toxicity0.0104522705
Moderate 0.30539915 Moderate Con 0.397 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
There are far too many immigrants!! It doesn't even feel like home anymore!!
There are far too many immigrants!! It doesn't even feel like home anymore!!
Identity Attack0.36598656
Insult0.10587067
Profanity0.022764845
Threat0.008492245
Severe Toxicity0.010223389
Moderate 0.30539915 Moderate Con 0.371
Nov 23, 2025 1 likes Quebec Ends Economic Immigration Program …
2:01 THE INDIAN GUY IS SPEAKING FACTS ITS NOT HARD TO UNDERSTAND <3 people act like they do not understand but really they just don't like it. People don't like it because it is unfamiliar, …
2:01 THE INDIAN GUY IS SPEAKING FACTS ITS NOT HARD TO UNDERSTAND <3 people act like they do not understand but really they just don't like it. People don't like it because it is unfamiliar, which is uncomfortable but it doesn't last long.
Identity Attack0.22063516
Insult0.082619295
Profanity0.10549548
Threat0.012026439
Severe Toxicity0.017029278
Moderate 0.30527395 Moderate Con 0.492
Jan 27, 2026 Inside Canada's Indian Invasion...
Aspects like religion, race, language are big factors that shape a culture. No country wants mass immigration but you can not blame Indians for this mess. Though Brampton might be an exception (Sikh and Pakistani …
Aspects like religion, race, language are big factors that shape a culture. No country wants mass immigration but you can not blame Indians for this mess. Though Brampton might be an exception (Sikh and Pakistani illegals coming as hardcore radicals) Most Indians (non-Sikh) come legally, are law abiding, pay taxes and work hard just like immigrant forefathers of the whiteys. If the current whiteys have issues, they should elect good politicians but stop being r@cist towards Indians just due to skin color
Identity Attack0.3817989
Insult0.1640896
Profanity0.10982819
Threat0.014048163
Severe Toxicity0.015544481
Moderate 0.30527395 Constructive 0.693
Oct 4, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
You can’t answer why? I mean sure you can. This is what white genocide looks like. There’s UN documents that describe exactly this. It’s not a conspiracy theory. It’s happening. It’s real. Unless we do …
You can’t answer why? I mean sure you can. This is what white genocide looks like. There’s UN documents that describe exactly this. It’s not a conspiracy theory. It’s happening. It’s real. Unless we do something about it we’re toast.
Identity Attack0.31307843
Insult0.0838533
Profanity0.06044999
Threat0.07323132
Severe Toxicity0.01483436
Moderate 0.30527395 Low Con 0.292 Unverified_Claim
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
My cousin passed away last week waiting for his visa. He was a young hardworking engineer waiting to get into this country. He was a fluent speaker in English who understood politics in Canada, community, …
My cousin passed away last week waiting for his visa. He was a young hardworking engineer waiting to get into this country. He was a fluent speaker in English who understood politics in Canada, community, and family. He had a full ride PHd thesis scholarship from universities like University of Alberta, Concordia, and Queens in blockchain technology. And my country lets in these delinquent low life criminals who destroy the fabric of society. May God rest his soul.
Identity Attack0.094936445
Insult0.3388922
Profanity0.022901481
Threat0.013476364
Severe Toxicity0.00793457
Moderate 0.30527395 Constructive 0.686 Personal_Narrative
Sep 30, 2025 6 likes IRCC Names India in Study …
Immigration should be reserved for refugees not ppl who come and strip mine the country like these ppl
Immigration should be reserved for refugees not ppl who come and strip mine the country like these ppl
Identity Attack0.3072352
Insult0.11172232
Profanity0.04291453
Threat0.011974656
Severe Toxicity0.011062622
Moderate 0.30514878 Low Con 0.243
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
This is what happens when you only interview old, white boomers. I was just in Brampton for my cousins wedding (they’re Indian). The wedding had tons of young white, Indian, Asian, etc. people. Everyone was …
This is what happens when you only interview old, white boomers. I was just in Brampton for my cousins wedding (they’re Indian). The wedding had tons of young white, Indian, Asian, etc. people. Everyone was having a good time and having fun. Old people don’t change, young people adapt and live. For what it’s worth, Brampton was bustling, growing, and there was construction everywhere. It felt safer and definately was cleaner than any size city like that in the US. All the Indians I know there (my extended family) are engineers, lawyers, finance types, and doctors. One of my uncles got the Order of Canada - he lives in downtown Toronto though, very wealthy cardiologist now.
Identity Attack0.36873037
Insult0.16773392
Profanity0.08064143
Threat0.00967031
Severe Toxicity0.0128976675
Moderate 0.30514878 Constructive 0.745
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Just copy what the U.S. is doing. They should set up an ICE task force like USA to hunt down illegal immigrants ☕
Just copy what the U.S. is doing. They should set up an ICE task force like USA to hunt down illegal immigrants ☕
Identity Attack0.30256465
Insult0.0811385
Profanity0.019690514
Threat0.13815513
Severe Toxicity0.011291504
Moderate 0.30514878 Low Con 0.235
Sep 29, 2025 IRCC Names India in Study …
Not just brown town in Brampton it’s all over. Worst thing man is they are training ppl in Punjab at the local stores. Train ppl in English or French it’s Canada. I find it ignorant …
Not just brown town in Brampton it’s all over. Worst thing man is they are training ppl in Punjab at the local stores. Train ppl in English or French it’s Canada. I find it ignorant to train ppl in a language that Canadians don’t use. I go into Tim Hortons in a small town and they barely know English. Ask for cream get sugar everytime man. the culture sometimes is rude and short with ppl. Too many apartments and rentals are putting student immigrants first instead of Canada students. The driving is unreal saw immigrants driving in the middle of the road!! Like wtf. It’s out of control.
Identity Attack0.18705739
Insult0.27763805
Profanity0.04667213
Threat0.007883795
Severe Toxicity0.007019043
Moderate 0.30502358 Constructive 0.661 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
They gotta go. Noone wants them here. It's brutual having to pretend we like them.
They gotta go. Noone wants them here. It's brutual having to pretend we like them.
Identity Attack0.19890837
Insult0.16773392
Profanity0.062454045
Threat0.025616571
Severe Toxicity0.00869751
Moderate 0.30502358 Low Con 0.259 Fear_Threat
Feb 24, 2026 Inside Canada's Indian Invasion...
Yeah they talk about Pakistan And Bangladesh like their country is cleaner than Switzerland,like bro when you are proud of your country that much so why you go abroad to get better life,stay in your …
Yeah they talk about Pakistan And Bangladesh like their country is cleaner than Switzerland,like bro when you are proud of your country that much so why you go abroad to get better life,stay in your country
Identity Attack0.2816105
Insult0.15485314
Profanity0.078378424
Threat0.015774792
Severe Toxicity0.017739398
Moderate 0.3048984 Moderate Con 0.353 Identity_Assertion
Feb 27, 2026 4 likes Inside Canada's Indian Invasion...
Its crazy! Its cant work like that for décade ! If they dont pay tax !
Its crazy! Its cant work like that for décade ! If they dont pay tax !
Identity Attack0.0029043318
Insult0.26957804
Profanity0.07482228
Threat0.008181547
Severe Toxicity0.004501343
Moderate 0.3048984 Low Con 0.228 Policy_Critique
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Booked a hostel in Montreal for a last minute weekend trip - it was just like the safe house - figured it out after I arrives. There were 3 illegal African guys "staying' in the …
Booked a hostel in Montreal for a last minute weekend trip - it was just like the safe house - figured it out after I arrives. There were 3 illegal African guys "staying' in the house. It was super sketchy. I did not sleep that night. It was terrifying. I had my kid with me. Never stay in a 'hostel' in Montreal!
Identity Attack0.37082586
Insult0.15236975
Profanity0.026863953
Threat0.008194493
Severe Toxicity0.009422302
Moderate 0.3048984 Constructive 0.633 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
As an indian living in canada im going to say this punjabis are not living in brampton because it feels like home most of them come to canada to flex and probably because the city …
As an indian living in canada im going to say this punjabis are not living in brampton because it feels like home most of them come to canada to flex and probably because the city is swamped with their people so they don’t have to communicate in english, i cant even count the number of times these people have talked to me punjabi while i tell them i don’t speak punjabi and they start getting offended ask me why i dont , like bro I’m from a different part of india , why don’t you speak my mother tongue or english to begin with , also the flexing culture they have is crazy , all i want to say is if you don’t know how to communicate in a language and still move to that country and complain you don’t have enough opportunities in your country you might be at fault not your country nor the new one that you moved into,most of them don’t even have papers , want a separate country for themselves, lack the skills and yet they are living like this, blame the government who let this happen not the rest of us.
Identity Attack0.30256465
Insult0.17486192
Profanity0.12286829
Threat0.016120117
Severe Toxicity0.01935331
Moderate 0.3048984 Constructive 0.585 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
Atleast we are not like islam people trying to bring sharia law in Canada we just go there due to job shortage in India because india has huge population I think india should bring strict …
Atleast we are not like islam people trying to bring sharia law in Canada we just go there due to job shortage in India because india has huge population I think india should bring strict 1 child or 2 child law
Identity Attack0.38223284
Insult0.0816321
Profanity0.023652986
Threat0.009074804
Severe Toxicity0.0104522705
Moderate 0.3047732 Moderate Con 0.433
Jan 27, 2026 Inside Canada's Indian Invasion...
They make asian look like f1 drivers😂😂
They make asian look like f1 drivers😂😂
Identity Attack0.35624164
Insult0.0838533
Profanity0.08452088
Threat0.011094344
Severe Toxicity0.014511578
Moderate 0.3047732 Low Con 0.205 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
"Racism" is the LEAST of our worries with people like this invading the west.
"Racism" is the LEAST of our worries with people like this invading the west.
Identity Attack0.2795294
Insult0.15769513
Profanity0.036401358
Threat0.013165667
Severe Toxicity0.011062622
Moderate 0.3047732 Low Con 0.292 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
It's weird I'm native live on Rez.... Weirdo when asked him if feels like a stranger In his own country......... Very weird
It's weird I'm native live on Rez.... Weirdo when asked him if feels like a stranger In his own country......... Very weird
Identity Attack0.11512129
Insult0.21135417
Profanity0.08775374
Threat0.00713294
Severe Toxicity0.0075912476
Moderate 0.30464804 Moderate Con 0.486 Identity_Assertion
Feb 17, 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.