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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: "This is also why we …" 839 comments · Page 23 of 34
5:40 What an absolutely based guy. Brilliant you need much more people like him with a brain and able to tell the truth. Also none of the city worker that wouldn't tell you the truth …
5:40 What an absolutely based guy. Brilliant you need much more people like him with a brain and able to tell the truth. Also none of the city worker that wouldn't tell you the truth because she works for the city. That tells you a lot about the city dosent it.
Identity Attack0.0020256327
Insult0.0810151
Profanity0.014054239
Threat0.006155535
Severe Toxicity0.0014877319
Low Tox 0.15324512 Constructive 0.612 Policy_Critique
Feb 8, 2026 4 likes Inside Canada's Indian Invasion...
Part of the blame should also go to the corporations that were greedy and wanted to have cheap labor and then they got paid by the government.So both the government and that would be the …
Part of the blame should also go to the corporations that were greedy and wanted to have cheap labor and then they got paid by the government.So both the government and that would be the liberals and mark carney and the corporations that didn't want to pay the wages.They're to blame
Identity Attack0.010951365
Insult0.08508729
Profanity0.017914234
Threat0.0068028234
Severe Toxicity0.001745224
Low Tox 0.15324512 Constructive 0.509 Policy_Critique
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Thank you for showcasing this city. Brampton has long been the armpit of Peel Region, and the cause of many of the rest of our issues. The new entitled migrants that come here spill out …
Thank you for showcasing this city. Brampton has long been the armpit of Peel Region, and the cause of many of the rest of our issues. The new entitled migrants that come here spill out into other areas of the GTA (Greater Toronto Area) spreading the crime and loitering, and essentially "taking over" certain places and causing massive issues. Our Car insurance rates in Peel are insanely high, primarily because of Brampton also being a part of Peel, and the high accident and theft rates coming out of that city. We have a massive issue here in Canada with unchecked mass immigration, and we don't see do be doing anything about removing the people who have overstayed their welcome, aswell as an issue with letting the new population move only to the same already developed places, overpopulating those areas that never had the infrastructure to support those numbers of people. Especially the households that are housing more families than just their own, the people who arent citizens that are clogging up our healthcare systems, all the jobs taken up by the Temporary Foreign Worker Program, the lack of openings in universities and colleges because of international students. Its unbelievable how much they take advantage of the system.
Identity Attack0.06658725
Insult0.06921569
Profanity0.015967157
Threat0.008440462
Severe Toxicity0.004005432
Low Tox 0.15213956 Constructive 0.789 Policy_Critique
Sep 23, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
We cannot save everyone in the world because we are a western country. It's the 21st century and western countries have been sending billions to developing countries since the 1940's to develop their countries. This …
We cannot save everyone in the world because we are a western country. It's the 21st century and western countries have been sending billions to developing countries since the 1940's to develop their countries. This was a U.N. pact started in the 1940's. Almost 8 decades later can we not expect more from developing countries. WE NEED TO MAKE THE LEADERS OF DEVELOPING COUNTRIES MORE ACCOUNTABLE FOR THEIR OWN PEOPLE OR STOP THE FUNDING. AND THIS LADIES AND GENTLEMEN IS WHY THE U.S. HAS STOPPED FUNDING. The U.S. also stopped funding NATO because they were paying the most and many countries were regenging on their payments. We need to expect more from all countries.
Identity Attack0.029144434
Insult0.06617179
Profanity0.028640235
Threat0.008686432
Severe Toxicity0.0044059753
Low Tox 0.15213956 Constructive 0.673
Dec 23, 2025 2 likes Deportations From Canada at Their …
Trump's administration and handling of ICE is becoming a chaotic disaster, but I am so glad they are locked in. They need better training, better rhetoric, and better leadership. Every time I think about how …
Trump's administration and handling of ICE is becoming a chaotic disaster, but I am so glad they are locked in. They need better training, better rhetoric, and better leadership. Every time I think about how dangerous they are becoming, I also remember this could be America lol idk why we can't win... just needs to be accountability and actual morals
Identity Attack0.009989422
Insult0.076819435
Profanity0.022354934
Threat0.008013252
Severe Toxicity0.0025367737
Low Tox 0.15213956 Constructive 0.627
Jan 27, 2026 Inside Canada's Indian Invasion...
There have always been a few questionable people that are immigrants and refugees but it was in the early 2000s when you first started to see the foreign students and immigrants/refugees start to me more …
There have always been a few questionable people that are immigrants and refugees but it was in the early 2000s when you first started to see the foreign students and immigrants/refugees start to me more the "gimmegrant" type. They wanted sponsorship, benefits, housing, etc but didn't want to put in the work or participate and some were very dim also. It just got worse every year from 2006 I would say but with Trudeau in 2015 letting more in and telling them we have no culture spelled our doom but then you have ministers like Rempel who also like to play according to the wind. She was all about Islamophobia and supporting Muslims when convenient but now seems to want to close doors.
Identity Attack0.06704199
Insult0.07491849
Profanity0.023789622
Threat0.0071199946
Severe Toxicity0.0036811829
Low Tox 0.15213956 Constructive 0.65 Personal_Narrative
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Freecash app sounds like a scam for businesses who want to collect data about the people who join. But hey I’m also a “conspiracy theorist”
Freecash app sounds like a scam for businesses who want to collect data about the people who join. But hey I’m also a “conspiracy theorist”
Identity Attack0.008028535
Insult0.06617179
Profanity0.029186781
Threat0.007327127
Severe Toxicity0.0022602081
Low Tox 0.15103401 Moderate Con 0.302 Unverified_Claim
Feb 26, 2026 Inside Canada's Indian Invasion...
There is no coercion, no forcing of Sharia like muslims do. Also Hindus and Sikhs offer community service. food and shelter too in times of India, irrespective of skin colour or status or religion.
There is no coercion, no forcing of Sharia like muslims do. Also Hindus and Sikhs offer community service. food and shelter too in times of India, irrespective of skin colour or status or religion.
Identity Attack0.19298288
Insult0.028832749
Profanity0.01846078
Threat0.007301235
Severe Toxicity0.0036239624
Low Tox 0.15103401 Constructive 0.522 Comparative_Framing
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
This is also happening in UK and Australia lots of Indian students are using fake documents not only in Canada.
This is also happening in UK and Australia lots of Indian students are using fake documents not only in Canada.
Identity Attack0.1232452
Insult0.04090862
Profanity0.014259194
Threat0.0065827454
Severe Toxicity0.0025749207
Low Tox 0.15103401 Moderate Con 0.313
Sep 30, 2025 103 likes IRCC Names India in Study …
Wow, they get $ 50.000 tax free dollars the first year…must be nice, I wish I made that much money. And the also get 25,000 tax free dollars to set up their house …I never …
Wow, they get $ 50.000 tax free dollars the first year…must be nice, I wish I made that much money. And the also get 25,000 tax free dollars to set up their house …I never got that! and they also get the child tax free benefit too…..if they have 8-10kids wow ..they are making over six figures tax free ..free dental, free RX….I have to work hard for that! No freebies for the hard working Canadian tax payers! No wonder they all want to come to Canada …the land of milk and honey and easy money…why work? She forgot to mention that a lot of refugees never pay back the money for their air fare costs to come here ..ever! A lot of them complained when they had to go on welfare after a year…a drop on income…..oh no …maybe they have to go out in the cold to work everyday…..no , just have another kid or two…why work right. No wonder we pay high taxes in Canada!
Identity Attack0.06294931
Insult0.06652143
Profanity0.020783609
Threat0.0068287146
Severe Toxicity0.0048065186
Low Tox 0.15103401 Constructive 0.651
Aug 23, 2023 2 likes How much do refugees and …
Could it be how others act towards them maybe that's why they stay to themselves a lot of Asians do that also..idk
Could it be how others act towards them maybe that's why they stay to themselves a lot of Asians do that also..idk
Identity Attack0.16159154
Insult0.030816011
Profanity0.049928714
Threat0.008155655
Severe Toxicity0.0044059753
Low Tox 0.15048122 Constructive 0.59 Moral_Argument
Sep 26, 2025 Inside Canada's Indian Metropolis (Brampton)
They're in plague proportions here in Australia also. Aren't we so very lucky. Thanks Labour Govt.
They're in plague proportions here in Australia also. Aren't we so very lucky. Thanks Labour Govt.
Identity Attack0.04023018
Insult0.06285016
Profanity0.019690514
Threat0.008764107
Severe Toxicity0.0034332275
Low Tox 0.14950264 Constructive 0.619 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
The respectable Canadian government should not gave any permissions like monkey god big statue 0:02 see also at 0:28 and 3:59 to put on open roads. Same rule for all religions should be applied. My …
The respectable Canadian government should not gave any permissions like monkey god big statue 0:02 see also at 0:28 and 3:59 to put on open roads. Same rule for all religions should be applied. My sympathy is with all Canadians. HAMMAD Hasan SABRI
Identity Attack0.08087392
Insult0.06564732
Profanity0.024541125
Threat0.0074824756
Severe Toxicity0.004081726
Low Tox 0.14950264 Constructive 0.546 Policy_Critique
Feb 14, 2026 1 likes Inside Canada's Indian Invasion...
There is a clear lie in that video. Nobody is in Limbo. Mind you there is normal Federal Express entry program still happening. Meaning, that if you get selected through that program, you can immigrate …
There is a clear lie in that video. Nobody is in Limbo. Mind you there is normal Federal Express entry program still happening. Meaning, that if you get selected through that program, you can immigrate to any province of your choice - including Quebec. You can also still get bonus points for Canadian education (Quebec education does count) and Canadian work experience (if it qualifies). So the only thing that happened was, that one provincial nomination program was ended, that is all that happened. The practical problem is, that provincial nomination does give so many points, that it is a guarantee of normal express entry pull as long as you just meet criteria to enter Express entry. So provincial nominations are suitable for people that might be otherwise struggling with points (older age, less language perfection, les bonus points from education or work experience). For a disclaimer, provincial programs are based on a specific province needs and just because one was opened when you planned to go and study or work in Canada, it does not mean it will be like that forever. If an agent made you such promise, then he was misleading you. Again for those people demonstrating, nothing has changed for them other than one future option was gone. They still have their student or work permit until it expires. They also can apply into Express entry program as normal. On a side note for Canadian trying to cheer about this, be aware, such change can also mean that economy projection for next few years is not the best. so take it a warning sign. Or if we are lucky, it was found that this program was not bringing intended type of skilled worker or was heavily abused.
Identity Attack0.011691323
Insult0.07333439
Profanity0.021056883
Threat0.0068028234
Severe Toxicity0.0028800964
Low Tox 0.14950264 Constructive 0.707
Nov 23, 2025 Quebec Ends Economic Immigration Program …
They opened the flood gates and they’ve never stop coming. We as true Canadians do not want to be a minority in our own country. We need to protect our culture. Wanting Canada to stay …
They opened the flood gates and they’ve never stop coming. We as true Canadians do not want to be a minority in our own country. We need to protect our culture. Wanting Canada to stay Canadian is not racist. It should also be absolutely prohibited that non-Canadian born citizens become RCMP officers. The audacity to go to another country and police it’s citizens is outrageous.
Identity Attack0.10235514
Insult0.05144889
Profanity0.013131939
Threat0.00814271
Severe Toxicity0.0038719177
Low Tox 0.147767 Moderate Con 0.483 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Indians are generally good people some might have issues but hey no one ain't perfect. Now the issue is I prefer migrants to assimilate e.g. I am a japanese migrant in canada so I decided …
Indians are generally good people some might have issues but hey no one ain't perfect. Now the issue is I prefer migrants to assimilate e.g. I am a japanese migrant in canada so I decided to do things to be canadian speak English, Go skiing and live like everyone else Not building my own japan town or whatever. Also the second issue is Mass migration because these people once they come they start promoting it back home so more people come so it pretty much a point of no return. Also using the canada for a stop over for usa is very weird reason but don't do that that just sets a bad example to your people
Identity Attack0.12556632
Insult0.037980765
Profanity0.03840541
Threat0.0077025536
Severe Toxicity0.004673004
Low Tox 0.147767 Constructive 0.717
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
indian guy: "truck driver" (insert Kitchen Nightmares horror screech sound effect here) also bike guy is a real one. 👍
indian guy: "truck driver" (insert Kitchen Nightmares horror screech sound effect here) also bike guy is a real one. 👍
Identity Attack0.07177465
Insult0.05964688
Profanity0.021740068
Threat0.009929225
Severe Toxicity0.004463196
Low Tox 0.1460314 Moderate Con 0.382
Jan 27, 2026 Inside Canada's Indian Invasion...
8:38 Did they move out from India to Canada because of their demand of Khalistan . Simply answer is —- A big NO . They were taken there by British in world war as a …
8:38 Did they move out from India to Canada because of their demand of Khalistan . Simply answer is —- A big NO . They were taken there by British in world war as a worker and some sort of soldier , but they were not the only indian, but some others not from Punjab also went there . Yeah, punjabi sikh are more in number , they have organised groups and institutions there . Some are anti India and some are not , but normal Indians go there seeking more opportunities and income .
Identity Attack0.14233272
Insult0.035333443
Profanity0.017914234
Threat0.007961469
Severe Toxicity0.003604889
Low Tox 0.14429577 Constructive 0.601 Comparative_Framing
Feb 4, 2026 2 likes Inside Canada's Indian Invasion...
Just impose harsh fines for lacking civic sense and breaking laws. Good source of revenue for all levels of government. And after some expensive fines, behavior will be corrected. Also STOP protecting criminals.
Just impose harsh fines for lacking civic sense and breaking laws. Good source of revenue for all levels of government. And after some expensive fines, behavior will be corrected. Also STOP protecting criminals.
Identity Attack0.0056236745
Insult0.077136256
Profanity0.012858666
Threat0.0130621
Severe Toxicity0.0023460388
Low Tox 0.14429577 Moderate Con 0.32 Policy_Critique
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
There’s also a lot of gun violence in Brampton and home invasions. That place is the biggest joke in Ontario. Sad to see this happen
There’s also a lot of gun violence in Brampton and home invasions. That place is the biggest joke in Ontario. Sad to see this happen
Identity Attack0.03636306
Insult0.03885912
Profanity0.01354185
Threat0.029587816
Severe Toxicity0.0041389465
Low Tox 0.14256015 Moderate Con 0.388 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
They are not looking for a better life, they are looking for a place to live as Indian is full and over crowded. They also don't want to adopt the culture of the new country …
They are not looking for a better life, they are looking for a place to live as Indian is full and over crowded. They also don't want to adopt the culture of the new country but bring their onw and live seperately from the natives. That is the case in every country they go to not only in Canada..
Identity Attack0.13591312
Insult0.034562174
Profanity0.012687869
Threat0.006259101
Severe Toxicity0.0029945374
Low Tox 0.14082454 Constructive 0.611 Unverified_Claim
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Canadian here. It’s only divisive because it doesn’t go far enough Edit: also don’t be fooled—Trudeau didn’t help but this trend started in the West long before he was in office
Canadian here. It’s only divisive because it doesn’t go far enough Edit: also don’t be fooled—Trudeau didn’t help but this trend started in the West long before he was in office
Identity Attack0.019977676
Insult0.071433455
Profanity0.021398475
Threat0.006550381
Severe Toxicity0.0020122528
Low Tox 0.14082454 Constructive 0.513 Policy_Critique
Feb 11, 2026 Canada's tighter immigration policy divides …
So Canadian officials are sleeping when such applications are coming to them. Why are you paying to ircc people? It means fake Asylum seekers are also coming and ircc officials are allowing them
So Canadian officials are sleeping when such applications are coming to them. Why are you paying to ircc people? It means fake Asylum seekers are also coming and ircc officials are allowing them
Identity Attack0.0543092
Insult0.06512285
Profanity0.013166099
Threat0.0069905366
Severe Toxicity0.0023937225
Low Tox 0.14082454 Low Con 0.242
Sep 30, 2025 IRCC Names India in Study …
I was passed my test but only 6 questions was come from this video and also fill in blanks and true false as well come I got 18 out of 20
I was passed my test but only 6 questions was come from this video and also fill in blanks and true false as well come I got 18 out of 20
Identity Attack0.013244915
Insult0.025026767
Profanity0.054437835
Threat0.0104988385
Severe Toxicity0.005493164
Low Tox 0.13908891 Constructive 0.521
May 23, 2025 3 likes Canadian Citizenship Test 2025 – …
If the many deportations is true, why do judges keep on protecting illegal aliens from being returned back to their country?? Is this more “bait and switch “? Also government pays for deportations?? I really …
If the many deportations is true, why do judges keep on protecting illegal aliens from being returned back to their country?? Is this more “bait and switch “? Also government pays for deportations?? I really hope the payment is a loan those people must pay back…
Identity Attack0.10221587
Insult0.033680726
Profanity0.012004685
Threat0.008466354
Severe Toxicity0.002937317
Low Tox 0.1373533 Moderate Con 0.345
Dec 24, 2025 1 likes Deportations From Canada at Their …

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.