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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: "Literally, they should all just …" 291 comments · Page 10 of 12
Finally someone is looking into this. FFS they literally founded non existent colleges to exploit the bridge loopholes from a faux student visa to a faux job which gets them to a PR status because …
Finally someone is looking into this. FFS they literally founded non existent colleges to exploit the bridge loopholes from a faux student visa to a faux job which gets them to a PR status because the immigration offices are not doing their jobs. We've been flodded with fake students for years now. And for the record I am not against student visas and legal and appropriate immigration. Far from it. I appreciate every person, whether from India or somewhere esle, that is in Canada legally and with intention to integrate and contribute.
Identity Attack0.056582913
Insult0.06669625
Profanity0.02522431
Threat0.007417747
Severe Toxicity0.0032615662
Low Tox 0.15103401 Constructive 0.794 Unverified_Claim
Oct 3, 2025 IRCC Names India in Study …
same like my country singapore, greatest country in the world too like many others, except nearly half or 43% of the people here are literally immigrants/foreign born in the last 15 years....and we arent talking …
same like my country singapore, greatest country in the world too like many others, except nearly half or 43% of the people here are literally immigrants/foreign born in the last 15 years....and we arent talking about half the population in just one town or city, the entire country is half foreign. they did not jump the border of course, but like so many of these "liberal" western wannabe countries, the government sseem to have an irresistable urge to let any tom d and harry into the country whose even remotely interested. not sure why everybody keeps praising this place.....its weird and bizzare dont u think going to another country and seeing and knowing half the people there are foreign like u.....like who goes to visit another country wanting to see foreigners? i dont go to japan or australia hoping to see nothing but foreigners.
Identity Attack0.094936445
Insult0.06459839
Profanity0.025907494
Threat0.0076119336
Severe Toxicity0.0037193298
Low Tox 0.15103401 Constructive 0.597 Comparative_Framing
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
The problem is that all these communities should have been spread out to other parts of the country. If they are congregated in one area, this is going to cause massive, massive problems. We have …
The problem is that all these communities should have been spread out to other parts of the country. If they are congregated in one area, this is going to cause massive, massive problems. We have the same problem in England. In Leicester and Birmingham, there are over three million Indian Asians who reside in each city alone! Take a look at Heathrow airport. It has literally been taken over.
Identity Attack0.15517195
Insult0.029493837
Profanity0.023789622
Threat0.009100696
Severe Toxicity0.004043579
Low Tox 0.14950264 Constructive 0.721
Aug 25, 2025 6 likes Why Canadians Are Turning Against …
Bahahah I went to Biztech collage and it was insane… fast track program … I was treated like the minority! 🤦🏼‍♀️🤦🏼‍♀️🤦🏼‍♀️ it was like stepping in and out of 2 worlds …. Literal worlds apart …
Bahahah I went to Biztech collage and it was insane… fast track program … I was treated like the minority! 🤦🏼‍♀️🤦🏼‍♀️🤦🏼‍♀️ it was like stepping in and out of 2 worlds …. Literal worlds apart when we walked into class then to my car in missasauga… not until I got off that 407 was it normal again 😂 🤷🏼‍♀️ made as many friends as possible but like you gotta get past Vaughan / North on that side before it’s normal again
Identity Attack0.009027477
Insult0.06302499
Profanity0.04892669
Threat0.0071199946
Severe Toxicity0.0037193298
Low Tox 0.13561769 Constructive 0.64 Personal_Narrative
Feb 5, 2026 Inside Canada's Indian Invasion...
The globalist WON... it is now IMPOSSIBLE for the global landmass formally known as "canada" to recover. These people will out breed us 4 to 1 AT LEAST. Even if the invasion was to be …
The globalist WON... it is now IMPOSSIBLE for the global landmass formally known as "canada" to recover. These people will out breed us 4 to 1 AT LEAST. Even if the invasion was to be stopped IF the liberals lose in 4 years it's too late. The worlds second largest country will be occupied and owned by the worlds 1st and 2nd largest populations... india and china. The irony of "canada" which has worlds largest untapped resources of oil, natural gas, minerals, forestry, tourism being in the hands of INDIA AND CHINA is laughable. The liberals/ndp/globalist have zero foresight, literally zero! India and china will rape this land and it's people, they will drain Lake Louise just for lost coins. If the natives think they will abide by some land treaty they are kidding themselves. 10 MILLION invaders per YEAR is nothing for these 2 countries. CANADA IS DESTROYED, IT'S ONLY A MATTER OF TIME.
Identity Attack0.04564415
Insult0.0638991
Profanity0.017162729
Threat0.008414571
Severe Toxicity0.0038337708
Low Tox 0.13388206 Moderate Con 0.318 Fear_Threat
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Trudeau and Marc Miller, thank for them for this mess. Will Carney and the current Liberals fix this mess, absolutely not. Instead, Carney brings in Lena Diab who literally has no idea what she's doing.
Trudeau and Marc Miller, thank for them for this mess. Will Carney and the current Liberals fix this mess, absolutely not. Instead, Carney brings in Lena Diab who literally has no idea what she's doing.
Identity Attack0.006289636
Insult0.07935401
Profanity0.015113175
Threat0.0066280556
Severe Toxicity0.0016117096
Low Tox 0.13214645 Low Con 0.211 Policy_Critique
Jun 17, 2025 How Canada broke its immigration …
You should come and see the Canadian dream being sold to Punjabis here. Also watch the movie "Dunkee" and you'll all know how bad the desperation to move to the west, is. Btw i live …
You should come and see the Canadian dream being sold to Punjabis here. Also watch the movie "Dunkee" and you'll all know how bad the desperation to move to the west, is. Btw i live in India and have no plans on migrating anywhere. It ain't great here but if we all keep leaving for greener pastures, it won't ever get better. We literally have a Visa temple in South India where people go to pray for their Visas to get approved. It's extremely sad honestly.
Identity Attack0.10221587
Insult0.04090862
Profanity0.015420608
Threat0.006861079
Severe Toxicity0.002937317
Low Tox 0.12867521 Constructive 0.673 Personal_Narrative
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Literally, they should all just be denied and sent home. Cases closed.
Literally, they should all just be denied and sent home. Cases closed.
Identity Attack0.015757138
Insult0.026960457
Profanity0.016411226
Threat0.049774777
Severe Toxicity0.0040245056
Low Tox 0.12867521 Low Con 0.153 Call_To_Action
Jan 20, 2026 2 likes Why Canada’s immigration system has …
I cannot believe you were here LOL brampton is literally 20 mins from me HAHAHA
I cannot believe you were here LOL brampton is literally 20 mins from me HAHAHA
Identity Attack0.008879486
Insult0.030926194
Profanity0.0684662
Threat0.009722093
Severe Toxicity0.0051879883
Low Tox 0.12520397 Moderate Con 0.438 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
This is a slap in the face to someone who spent over a year preparing to come to Canada. I spent tume and effort and lots of money and sleepless nights to make a perfect …
This is a slap in the face to someone who spent over a year preparing to come to Canada. I spent tume and effort and lots of money and sleepless nights to make a perfect application. I made sure I be 100% honest bcuz its mainly part of my religion. When i got accepted and came , I counted the hours in my part time and paid attention that i dont work any extra min over my 20 hours during studies, I did the same for my PGWP and PR application. Its hurts my soul that someone can be dishonest and gets a slot in the quota competing with people who are doing it like me. Its insulting. If those ppl who are not decent enough to submit an honest application and follow the rules they should not be allowed a spot in the quota. They should be removed and sent back to where they came from. Canada should bot tolerate frauds. We literally came gere for a better life , a safer life. By accepting frauds in, you're telling future applicanys to cheat thier way into here.
Identity Attack0.019676208
Insult0.0623257
Profanity0.027683776
Threat0.012078222
Severe Toxicity0.0036621094
Low Tox 0.121732734 Constructive 0.695 Personal_Narrative
Oct 31, 2025 IRCC Names India in Study …
No way the time you come is literally 10 mins from my house 😭😂 I could’ve helped yall with content lol
No way the time you come is literally 10 mins from my house 😭😂 I could’ve helped yall with content lol
Identity Attack0.009434453
Insult0.025155678
Profanity0.058946952
Threat0.012647836
Severe Toxicity0.006752014
Low Tox 0.11429678 Moderate Con 0.468 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
i cant stand it i am literally a minority in Ottawa now
i cant stand it i am literally a minority in Ottawa now
Identity Attack0.045901958
Insult0.027218282
Profanity0.036651865
Threat0.0076766624
Severe Toxicity0.0032234192
Low Tox 0.11388343 Moderate Con 0.373 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
then explain how we are literally the most successful group in the west especially in the US? Also tell that to Kash Patel, Vivek Ramaswamy and the numerous Indian CEOs all over America. Indians in …
then explain how we are literally the most successful group in the west especially in the US? Also tell that to Kash Patel, Vivek Ramaswamy and the numerous Indian CEOs all over America. Indians in the UK USA Australia according to govt stats themselves have the highest income per capita, tax contribution per capita lowest crime rate and highest education levels (in the USA it is measured by standardized test scores like avg SAT scores and % of population with college degrees). This is a proven fact based on the figures no other community/demographic is as law abidding and successful as Indians in every single western country. Indians are CEOs of major tech firms like microsoft google adobe ibm etc yet you won't mention that cause it goes against your agenda. The most successful demographic in the west (US UK Canada) are Indians. Highest income per capita, highest education levels and lowest cmre rates. When Indians move into a neighborhood property prices rise. This isn't creating chaos as this kid claims as Indians assimilate pay taxes have extremely low crmre rates and also the highest tax and income contribution per capita. Instead of making videos constantly deriding Indians why don't you point out the fact street harrassers across western europe targeting women are almost all Muslims from Afghanistan, Pakistan etc. Most pdfile groomong gongs in the UK are comprised of pakistani abdools. They have been operating in every town and city since the 60s. This youtuber probably doesn't even know who Tommy Robinson is
Identity Attack0.061130337
Insult0.04852104
Profanity0.025907494
Threat0.008712323
Severe Toxicity0.0037956238
Low Tox 0.112850055 Constructive 0.726 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
then explain how we are literally the most successful group in the west especially in the US? Also tell that to Kash Patel, Vivek Ramaswamy and the numerous Indian CEOs all over America. Indians in …
then explain how we are literally the most successful group in the west especially in the US? Also tell that to Kash Patel, Vivek Ramaswamy and the numerous Indian CEOs all over America. Indians in the UK USA Australia according to govt stats themselves have the highest income per capita, tax contribution per capita lowest crime rate and highest education levels (in the USA it is measured by standardized test scores like avg SAT scores and % of population with college degrees). This is a proven fact based on the figures no other community/demographic is as law abidding and successful as Indians in every single western country. Indians are CEOs of major tech firms like microsoft google adobe ibm etc yet you won't mention that cause it goes against your agenda. The most successful demographic in the west (US UK Canada) are Indians. Highest income per capita, highest education levels and lowest cmre rates. When Indians move into a neighborhood property prices rise. This isn't creating chaos as this kid claims as Indians assimilate pay taxes have extremely low crmre rates and also the highest tax and income contribution per capita. Instead of making videos constantly deriding Indians why don't you point out the fact street harrassers across western europe targeting women are almost all Muslims from Afghanistan, Pakistan etc. Most pdfile groomong gongs in the UK are comprised of pakistani abdools. They have been operating in every town and city since the 60s. This youtuber probably doesn't even know who Tommy Robinson is
Identity Attack0.061130337
Insult0.04852104
Profanity0.025907494
Threat0.008712323
Severe Toxicity0.0037956238
Low Tox 0.112850055 Constructive 0.726 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
I’m so glad someone made a video about this. I left Canada because of this problem over my Middle East country. It’s literally better here. Canada is a big bubble. It ain’t worth to live …
I’m so glad someone made a video about this. I left Canada because of this problem over my Middle East country. It’s literally better here. Canada is a big bubble. It ain’t worth to live in there.
Identity Attack0.09328204
Insult0.032468732
Profanity0.017914234
Threat0.007417747
Severe Toxicity0.0030899048
Low Tox 0.112746716 Constructive 0.548 Personal_Narrative
Feb 28, 2026 Inside Canada's Indian Invasion...
Lots of hating on J Trudeau here but Harper is the one that drastically expanded the temporary foreign worker programme. And he subsidized it so said workers only had to be paid 75% of minimum …
Lots of hating on J Trudeau here but Harper is the one that drastically expanded the temporary foreign worker programme. And he subsidized it so said workers only had to be paid 75% of minimum wage by the company hiring them while the gvmnt paid the rest. Companies literally pay less than min for tfws and the government pays the rest. That's why they are prioritized. Harper did this. Trudeau made it worse. Pollivere would not have stopped it. The current government will only expand it. Minor parties are being sidelined, bribed, or otherwise shit down across the political spectrum. NDP sold out long ago. Bloc don't care as long as the aliens pretend to speak French as much as they pretend to speak English. There is no democratic solution.
Identity Attack0.00828752
Insult0.06494803
Profanity0.018734055
Threat0.0075083673
Severe Toxicity0.0023078918
Low Tox 0.11223003 Constructive 0.613 Policy_Critique
Jun 21, 2025 2 likes How Canada broke its immigration …
we can tell it's all by design..look around, the mass immigration isn't just canada..it's the uk, france, germany, austrialia, new zealand, ireland, and any other 1st world country. They literally have wiped out any culture …
we can tell it's all by design..look around, the mass immigration isn't just canada..it's the uk, france, germany, austrialia, new zealand, ireland, and any other 1st world country. They literally have wiped out any culture the natural citizens had, replaced by ideology. Why is it mostly military aged men?? Who leaves their family and goes to another country??? Why are all these countries paying these immigrants, asylum/refugee so much money, literally almost 4 x what a senior gets?
Identity Attack0.07591068
Insult0.030265106
Profanity0.0147374235
Threat0.0070034824
Severe Toxicity0.0033187866
Low Tox 0.11212669 Moderate Con 0.437 Unverified_Claim
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
“You can’t make this up” bro you can literally tell them to laugh before u record when u ask the question, or only include the laughs…. YouTubers are hilarious
“You can’t make this up” bro you can literally tell them to laugh before u record when u ask the question, or only include the laughs…. YouTubers are hilarious
Identity Attack0.009767435
Insult0.028061481
Profanity0.038906425
Threat0.010990778
Severe Toxicity0.0049591064
Low Tox 0.11150667 Low Con 0.169 Meta_Commentary
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Supposedly they didn't like being colonized but are literally doing it to the whole world
Supposedly they didn't like being colonized but are literally doing it to the whole world
Identity Attack0.053854458
Insult0.024897853
Profanity0.041160982
Threat0.010472948
Severe Toxicity0.004463196
Low Tox 0.11150667 Low Con 0.215 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
They are literally flying in thousands of Gazans. You need to record it. They are coming from Sweden UK & Italy to Canada!
They are literally flying in thousands of Gazans. You need to record it. They are coming from Sweden UK & Italy to Canada!
Identity Attack0.10221587
Insult0.024897853
Profanity0.017709278
Threat0.012078222
Severe Toxicity0.00541687
Low Tox 0.11150667 Low Con 0.275
Nov 21, 2025 1 likes Thousands of refugees allowed into …
Literally an invasion.
Literally an invasion.
Identity Attack0.03223813
Insult0.025026767
Profanity0.024951037
Threat0.010058682
Severe Toxicity0.0041770935
Low Tox 0.11140333 Low Con 0.171 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
It looks like India has colonized Canada. It's literally Delhi 2.0.
It looks like India has colonized Canada. It's literally Delhi 2.0.
Identity Attack0.09245483
Insult0.032799274
Profanity0.01579636
Threat0.0077284453
Severe Toxicity0.0038146973
Low Tox 0.11140333 Low Con 0.155 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Lol you would literally have a better chance just walking in the woods yourself and crossing. There isnt a fence near maine or vermont. U can just do it
Lol you would literally have a better chance just walking in the woods yourself and crossing. There isnt a fence near maine or vermont. U can just do it
Identity Attack0.0041067624
Insult0.030154925
Profanity0.02932342
Threat0.012078222
Severe Toxicity0.0036811829
Low Tox 0.11119666 Low Con 0.239 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
The temporary foreign worker program is what's wrong with Canada.. it incentivizes businesses to hire foreigners over citizens.. the government literally pays for over 50% of their wages... Tim Hortons abuses it the most
The temporary foreign worker program is what's wrong with Canada.. it incentivizes businesses to hire foreigners over citizens.. the government literally pays for over 50% of their wages... Tim Hortons abuses it the most
Identity Attack0.044870727
Insult0.0350029
Profanity0.013507691
Threat0.0074565844
Severe Toxicity0.001745224
Low Tox 0.10913446 Moderate Con 0.482 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
They literally could fully replace Canadians and still have a billion left over in India..
They literally could fully replace Canadians and still have a billion left over in India..
Identity Attack0.07921951
Insult0.02708937
Profanity0.014839902
Threat0.008634649
Severe Toxicity0.0031471252
Low Tox 0.10826672 Low Con 0.102 Fear_Threat
Jan 29, 2026 1 likes 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.