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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 #}

Comment Explorer

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Active: "You should come to the …" 1,829 comments · Page 67 of 74
Understand the term “asylum” seekers where they are coming from and why!! Demand for better healthcare services when you vote next time rather than gaslighting this issue. There are rules and laws in place, universally …
Understand the term “asylum” seekers where they are coming from and why!! Demand for better healthcare services when you vote next time rather than gaslighting this issue. There are rules and laws in place, universally applicable covenants that protect vulnerable folks. Things shouldn’t have to be that divisive.
Identity Attack0.009064475
Insult0.0154929245
Profanity0.011509376
Threat0.007353018
Severe Toxicity0.0011205673
Low Tox 0.036870047 Constructive 0.682 Moral_Argument
Feb 24, 2026 'We do know that there's …
Christ Jesus is coming back soon folks. May we all repent and live for him before its to late ⏳️ ✝️
Christ Jesus is coming back soon folks. May we all repent and live for him before its to late ⏳️ ✝️
Identity Attack0.011321344
Insult0.010742896
Profanity0.017299367
Threat0.009281937
Severe Toxicity0.0021457672
Low Tox 0.036870047 Moderate Con 0.36
Dec 24, 2025 1 likes Deportations From Canada at Their …
So people in Canada who need disability have to wait longer because the other people who coming here are getting help first . Not fair .
So people in Canada who need disability have to wait longer because the other people who coming here are getting help first . Not fair .
Identity Attack0.018671319
Insult0.016556932
Profanity0.009434202
Threat0.0060098954
Severe Toxicity0.0009393692
Low Tox 0.036634352 Constructive 0.517
May 23, 2019 52 likes How much do refugees and …
If we live, we will live for this India and if we die, we will die for this India, and even after our death, if someone listens to our ashes flowing in the waters of …
If we live, we will live for this India and if we die, we will die for this India, and even after our death, if someone listens to our ashes flowing in the waters of Ganga, only one voice will come out - Bharat Mata ki Jai 🙏🙏🙏
Identity Attack0.018168874
Insult0.021159383
Profanity0.025770858
Threat0.024235269
Severe Toxicity0.007820129
Low Tox 0.03639866 Moderate Con 0.414
Jan 27, 2026 Inside Canada's Indian Invasion...
Come to surrey 😂
Come to surrey 😂
Identity Attack0.0047172266
Insult0.013288911
Profanity0.023516348
Threat0.009385503
Severe Toxicity0.0024032593
Low Tox 0.036162965 Moderate Con 0.322 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
It’s about time and I have nothing to say about bad about immigration as thats how Canada was built and I’ve come to realize that Canadian Citizens are paying the government for rent to live …
It’s about time and I have nothing to say about bad about immigration as thats how Canada was built and I’ve come to realize that Canadian Citizens are paying the government for rent to live in Canada to a particular group of people who weren’t the First people of Canada especially if the Government allows the information out !! Also 340 million is cheaper than keeping them here
Identity Attack0.01666154
Insult0.014276917
Profanity0.00997221
Threat0.0063432488
Severe Toxicity0.0011396408
Low Tox 0.036162965 Constructive 0.609
Dec 31, 2025 1 likes Deportations From Canada at Their …
Coming right up sar
Coming right up sar
Identity Attack0.0064006294
Insult0.014048916
Profanity0.022218296
Threat0.010705971
Severe Toxicity0.0024318695
Low Tox 0.03592727 Low Con 0.293 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Unlike other countries, Canada is honest about the saturation that is happening over the time. They are objective about it. If citizens feel insecure about their future, it is time for them to halt immigration …
Unlike other countries, Canada is honest about the saturation that is happening over the time. They are objective about it. If citizens feel insecure about their future, it is time for them to halt immigration for some time. AI Coming, people are loosing jobs. Rents are increasing etc.
Identity Attack0.015958117
Insult0.014884921
Profanity0.009716015
Threat0.00704232
Severe Toxicity0.0011777878
Low Tox 0.03592727 Moderate Con 0.432 Policy_Critique
Feb 12, 2026 Canada's tighter immigration policy divides …
Next you need to come to North Carolina. We have the same problem.
Next you need to come to North Carolina. We have the same problem.
Identity Attack0.015053716
Insult0.01306091
Profanity0.010723713
Threat0.006874025
Severe Toxicity0.00096797943
Low Tox 0.035691574 Moderate Con 0.337 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
Canada - coming coloney of america . Trump Will o ertake canada soon.
Canada - coming coloney of america . Trump Will o ertake canada soon.
Identity Attack0.013144426
Insult0.014732921
Profanity0.011082385
Threat0.007870848
Severe Toxicity0.0014972687
Low Tox 0.035691574 Low Con 0.104 Fear_Threat
Jan 6, 2026 1 likes New rules, regulations take effect …
Coming soon to a US city near you...
Coming soon to a US city near you...
Identity Attack0.00621564
Insult0.013592913
Profanity0.01265371
Threat0.009048914
Severe Toxicity0.0018024445
Low Tox 0.03545588 Low Con 0.257 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
WHEN THE NIGHT COMES
WHEN THE NIGHT COMES
Identity Attack0.0050317086
Insult0.010856897
Profanity0.022901481
Threat0.010343489
Severe Toxicity0.0028038025
Low Tox 0.03545588 Low Con 0.255
Aug 26, 2025 Why Canadians Are Turning Against …
See that game you played in Tim Horntans, you should come to Ireland and play that here......
See that game you played in Tim Horntans, you should come to Ireland and play that here......
Identity Attack0.007806548
Insult0.013858915
Profanity0.013576009
Threat0.008026198
Severe Toxicity0.0015354156
Low Tox 0.03545588 Moderate Con 0.424 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
Wow now you are figuring out. We knew it from beginning when govt allowed people in massive flow.no checking properly, bringing people who can give money to come... Now what are you doing about it …
Wow now you are figuring out. We knew it from beginning when govt allowed people in massive flow.no checking properly, bringing people who can give money to come... Now what are you doing about it rather than talking?
Identity Attack0.0017481487
Insult0.01838776
Profanity0.012346277
Threat0.0062785195
Severe Toxicity0.0008010864
Low Tox 0.03545588 Low Con 0.252
Oct 1, 2025 IRCC Names India in Study …
UK has places like this in London, Birmingham, Leicester, Harrow, Hounslow, Brent,Slough. Come to think of it majority of the UK 🤔 🤣
UK has places like this in London, Birmingham, Leicester, Harrow, Hounslow, Brent,Slough. Come to think of it majority of the UK 🤔 🤣
Identity Attack0.014249804
Insult0.013820915
Profanity0.018802373
Threat0.007314181
Severe Toxicity0.0017356873
Low Tox 0.035220183 Moderate Con 0.499 Comparative_Framing
Feb 23, 2026 1 likes Inside Canada's Indian Invasion...
Most Canadians are not against immigration. We just took too many immigrants in there wasn’t enough places for them to live. It wasn’t fair to them or the people living here. Things had to change. …
Most Canadians are not against immigration. We just took too many immigrants in there wasn’t enough places for them to live. It wasn’t fair to them or the people living here. Things had to change. It’s not that we don’t want people coming. It’s just that we have no housing housing has to increase by millions of unitsand we were in the process of doing that right now.
Identity Attack0.02439919
Insult0.013250912
Profanity0.010057608
Threat0.0063497215
Severe Toxicity0.0011491776
Low Tox 0.035220183 Constructive 0.691 Economic_Argument
Feb 12, 2026 2 likes Canada's tighter immigration policy divides …
As a canadian, I was waiting for this video to come
As a canadian, I was waiting for this video to come
Identity Attack0.014852738
Insult0.011274899
Profanity0.020988565
Threat0.009359611
Severe Toxicity0.0025939941
Low Tox 0.035220183 Moderate Con 0.408 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
he is saying if someone in AI wants to come, would be discouraged to come here, however most of the people coming here seems to be minimum wage workers
he is saying if someone in AI wants to come, would be discouraged to come here, however most of the people coming here seems to be minimum wage workers
Identity Attack0.010729378
Insult0.015036922
Profanity0.012995303
Threat0.0065697995
Severe Toxicity0.0010824203
Low Tox 0.035220183 Moderate Con 0.416
Nov 22, 2025 2 likes Quebec Ends Economic Immigration Program …
If they come to work why they need socials assistance ? If they really want to live in the west why they need integration programes ?
If they come to work why they need socials assistance ? If they really want to live in the west why they need integration programes ?
Identity Attack0.01766643
Insult0.011844902
Profanity0.013336895
Threat0.006420923
Severe Toxicity0.0011777878
Low Tox 0.035220183 Low Con 0.245
Aug 6, 2019 1 likes How much do refugees and …
Maybe Canadians should spend their hard earned money in their own country instead of Trumps, also start to restrict Americans coming North
Maybe Canadians should spend their hard earned money in their own country instead of Trumps, also start to restrict Americans coming North
Identity Attack0.015445016
Insult0.0062027355
Profanity0.000085307685
Threat0.0006335917
Severe Toxicity0.0000047105987
Low Tox 0.034775984
Dec 9, 2025
Tyler coming to us live, from the Heart of Bramptladesh
Tyler coming to us live, from the Heart of Bramptladesh
Identity Attack0.009989422
Insult0.012452906
Profanity0.021603432
Threat0.012803185
Severe Toxicity0.0028419495
Low Tox 0.034748793 Low Con 0.296
Jan 27, 2026 21 likes Inside Canada's Indian Invasion...
How come they disappeared?
How come they disappeared?
Identity Attack0.0040142676
Insult0.010210892
Profanity0.015898837
Threat0.012647836
Severe Toxicity0.0015735626
Low Tox 0.034513097 Moderate Con 0.301 Question
Sep 30, 2025 IRCC Names India in Study …
*They are everywhere thanks to the easy access to U.S. and Canada, it will be late when those countries try to fix that!* *They come with all benefits to work the next day they arrive, …
*They are everywhere thanks to the easy access to U.S. and Canada, it will be late when those countries try to fix that!* *They come with all benefits to work the next day they arrive, Kerala, the State where most of them come to American Continent!*
Identity Attack0.017967897
Insult0.011996903
Profanity0.012892825
Threat0.0066798385
Severe Toxicity0.0013923645
Low Tox 0.034513097 Moderate Con 0.367 Fear_Threat
Feb 25, 2026 Inside Canada's Indian Invasion...
Good the more immigrants that leave the better it will be for Canada they come here for a better life for safety for this for that they're all set up by the government giving houses …
Good the more immigrants that leave the better it will be for Canada they come here for a better life for safety for this for that they're all set up by the government giving houses cars don't have to worry about nothing it's all provided for them through the taxpayers money well the real Canadians are living out on the streets and eating out of garbage bins I don't have a bed or a roof over their heads due to the immigrants coming into our country then they come into our country in protest terrorist actions destroy our buildings are statues our churches block our streets hospitals shopping malls an etcetera they disrespect our rules and regulations and think they can voice their opinion on everything and get away with it they come here most of them with a green card as a visitor from another land overseas and yes they think they're a real Canadian but never contribute never done nothing for the country but just take from the real Canadians that made the country to what it is today and it's all government doing before they give a house or car or anything that they get the immigrants get if you're standing alongside of one peppermint will give it to the immigrant faster than what they'll give to a real Canadian they're more or less told to sleep on the streets and eat out of garbage bins because he's immigrants deserve nothing but the best in our country we have to show them that they are welcomed no they're not welcome anymore Canadian should come first not somebody that came in on a boat or an airplane from another country and overseas it's a government can't look after their own then they shouldn't be in the government because our prime minister is supposed to be protecting the real Canadians not the ones that are coming in over our borders I wonder if that's ever going to change probably not because they still need these foreigners votes just stay in the position where they're at Canada has become a very undeveloped country now in Canada has been put into a lot of danger due to the terrorism that's in our country from the people that they bought in our country from overseas I mean just look at all the protesting from the palestines and Hamas people what they've done so far to Canada we see it on the news just about every day ask for their rights anyways I can keep going on but it's not worth my time tomorrow is never promised it's just that I know Canada is sinking and sinking fast due to our government and their policies but when it sinks do you think the government's going to stand on board and go down with the ship nope I'll be in another country safe and sound
Identity Attack0.014712535
Insult0.008164782
Profanity0.00007872977
Threat0.0002559232
Severe Toxicity0.0000045725806
Low Tox 0.034101393 Fear_Threat
May 6, 2025 1 likes
Heard certain members of this community once say they don’t come here to become Canadians, they come to get the book with the blue cover (passport). They won’t mention Canada by name.
Heard certain members of this community once say they don’t come here to become Canadians, they come to get the book with the blue cover (passport). They won’t mention Canada by name.
Identity Attack0.02138452
Insult0.013326911
Profanity0.009698936
Threat0.00636914
Severe Toxicity0.0010538101
Low Tox 0.034041706 Moderate Con 0.358 Unverified_Claim
Sep 19, 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.