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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

click to expand

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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Search comment text, filter by category or toxicity level
30,738 comments · Page 608 of 1230
Back with a banger.
Back with a banger.
Identity Attack0.006770608
Insult0.061801232
Profanity0.057944927
Threat0.10542984
Severe Toxicity0.008277893
Low Tox 0.20839658 Moderate Con 0.357 Meta_Commentary
Jan 27, 2026 206 likes Inside Canada's Indian Invasion...
Funny how some people get upset about immigrants coming to Canada… forgetting that Europeans were the first “immigrants” here, who stole the land from Indigenous people. Now they’re getting a tiny taste of what Indigenous …
Funny how some people get upset about immigrants coming to Canada… forgetting that Europeans were the first “immigrants” here, who stole the land from Indigenous people. Now they’re getting a tiny taste of what Indigenous folks felt when settlers showed up and changed everything.
Identity Attack0.22458547
Insult0.081508696
Profanity0.013268576
Threat0.007068211
Severe Toxicity0.0041389465
Low Tox 0.20839658 Constructive 0.534 Moral_Argument
Sep 18, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
They should also limit by place of Origin, nearly half of all immigrants come from India, need more variety
They should also limit by place of Origin, nearly half of all immigrants come from India, need more variety
Identity Attack0.28034934
Insult0.039737478
Profanity0.027137227
Threat0.009048914
Severe Toxicity0.0073242188
Low Tox 0.20839658 Moderate Con 0.326 Policy_Critique
Jan 3, 2026 New rules, regulations take effect …
Indians Chinese 😂 Good luck Canada
Indians Chinese 😂 Good luck Canada
Identity Attack0.25140062
Insult0.0638991
Profanity0.035649836
Threat0.0077154995
Severe Toxicity0.0090789795
Low Tox 0.20839658 Low Con 0.251 Humor_Satire
Jan 30, 2026 Inside Canada's Indian Invasion...
Canada is like the Ukraine, a giant money laundering operation. I hope my province will separate. I hope we can reverse replacement theory!!
Canada is like the Ukraine, a giant money laundering operation. I hope my province will separate. I hope we can reverse replacement theory!!
Identity Attack0.10221587
Insult0.11172232
Profanity0.013507691
Threat0.008013252
Severe Toxicity0.0042533875
Low Tox 0.20839658 Moderate Con 0.366
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Trudeau started this mess. He is 100% to blame.
Trudeau started this mess. He is 100% to blame.
Identity Attack0.010211408
Insult0.16839184
Profanity0.015113175
Threat0.00789674
Severe Toxicity0.002822876
Low Tox 0.20839658 Low Con 0.174 Policy_Critique
Dec 17, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I don't understand this people problem. That is not their own land. They stole from native Americans people. Now they have problem for other people coming there. Like saying we can do whatever we want …
I don't understand this people problem. That is not their own land. They stole from native Americans people. Now they have problem for other people coming there. Like saying we can do whatever we want but others can't.
Identity Attack0.17925262
Insult0.071116626
Profanity0.022013342
Threat0.008349842
Severe Toxicity0.00541687
Low Tox 0.20839658 Constructive 0.518 Moral_Argument
Feb 20, 2026 3 likes Inside Canada's Indian Invasion...
That white turban man❤❤❤
That white turban man❤❤❤
Identity Attack0.19298288
Insult0.05262003
Profanity0.0684662
Threat0.011819307
Severe Toxicity0.0090408325
Low Tox 0.20839658 Moderate Con 0.364 Identity_Assertion
Dec 8, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
HONEY GET THE CANADIAN RAID SPRAY!!! THE ONES WHO EAT WITH THEIR HANDS ARE INVADING!!
HONEY GET THE CANADIAN RAID SPRAY!!! THE ONES WHO EAT WITH THEIR HANDS ARE INVADING!!
Identity Attack0.10221587
Insult0.0806213
Profanity0.019895468
Threat0.015602129
Severe Toxicity0.0076293945
Low Tox 0.20839658 Low Con 0.225 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
This is terrible and I don't understand why the government would only take Indian students about 90% of the international students were from India and uneducated and non-verified credentials. I don't understand was the government …
This is terrible and I don't understand why the government would only take Indian students about 90% of the international students were from India and uneducated and non-verified credentials. I don't understand was the government too much worried about the money they will be bringing I don't understand like this has the real Cause of the trouble for everyone why you only would take so much of the Indian students why not the rest of the world if you really want to help your new your universities to pay off their salaries and run and those new Indian breed that is coming they are really not ready to come to the Canada illiterate people.
Identity Attack0.11976352
Insult0.077136256
Profanity0.06946823
Threat0.010757755
Severe Toxicity0.00705719
Low Tox 0.20839658 Constructive 0.605
Sep 29, 2025 IRCC Names India in Study …
3:50 !!!! 😮😱😱 Même chose avec le Dollarama ICI au Québec !! Sauf que ce je sont pas des Indien !! Mais des RATP (Religion dAmour eT de Paix)
3:50 !!!! 😮😱😱 Même chose avec le Dollarama ICI au Québec !! Sauf que ce je sont pas des Indien !! Mais des RATP (Religion dAmour eT de Paix)
Identity Attack0.19100772
Insult0.15627414
Profanity0.025907494
Threat0.006162008
Severe Toxicity0.020257099
Low Tox 0.20839658 Moderate Con 0.322 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
We really need to do away with irrelevant parts of culture. What a waste of resources for temples, churches and coliseums for different "gods."
We really need to do away with irrelevant parts of culture. What a waste of resources for temples, churches and coliseums for different "gods."
Identity Attack0.18468912
Insult0.06354945
Profanity0.024541125
Threat0.014738814
Severe Toxicity0.005569458
Low Tox 0.20839658 Moderate Con 0.319 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
5:12 Gypsy crusader taking notes😂
5:12 Gypsy crusader taking notes😂
Identity Attack0.07673789
Insult0.071750276
Profanity0.09583591
Threat0.016638106
Severe Toxicity0.0127685545
Low Tox 0.20839658 Low Con 0.238 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The women in green at 6 min, is the real migration Indian. The new lot just take, take & take.. and I’m a London, UK born Indian .
The women in green at 6 min, is the real migration Indian. The new lot just take, take & take.. and I’m a London, UK born Indian .
Identity Attack0.25817248
Insult0.06634661
Profanity0.02795705
Threat0.009592636
Severe Toxicity0.008430481
Low Tox 0.20839658 Moderate Con 0.491 Identity_Assertion
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
A good friend of mine lives in Northeast Calgary and I drove to her house right before Nick Shirley exposed all of the fraud in Minnesota. I'm only bringing that up so you understand where …
A good friend of mine lives in Northeast Calgary and I drove to her house right before Nick Shirley exposed all of the fraud in Minnesota. I'm only bringing that up so you understand where I'm coming from when I say this. I wasn't influenced by him finding these fraudulent daycares because this was prior to that. When I went to her house I had to Google maps it. Everybody in Calgary knows the Northeast is all Indian. As a matter of fact I counted how many people I saw that weren't Indian when I was there cuz I thought it was funny. I saw two white people and one Asian in the whole quarter of the city. When I got to her house I said to her why do you have so many businesses around your house it doesn't even make sense and then I showed her the Google maps and there had to be seven or eight daycares a trucking company and a bricklaying company and a drywall company. All of these businesses that don't have signs because I went and looked. These people are doing the same fraud here. This is what's killing our country. Our money is worthless because of them and they are taking all of the homes so homes are unaffordable for Canadians. On top of that they get into management and jobs and only hire their people and don't hire Canadians. We are under attack. It doesn't have to be somebody storming our beaches to attack us. Our country is under attack and we're in denial.
Identity Attack0.17381613
Insult0.100019015
Profanity0.05017922
Threat0.008841781
Severe Toxicity0.0063323975
Low Tox 0.20839658 Constructive 0.826 Fear_Threat
Feb 18, 2026 2 likes LILLEY UNLEASHED: The fall of …
This is definitely spreading hate through media
This is definitely spreading hate through media
Identity Attack0.052944973
Insult0.04207976
Profanity0.060951006
Threat0.010084574
Severe Toxicity0.0051498413
Low Tox 0.20839658 Moderate Con 0.31 Meta_Commentary
Feb 25, 2026 1 likes Inside Canada's Indian Invasion...
Canada was a safer country before the influx in immigrants.
Canada was a safer country before the influx in immigrants.
Identity Attack0.21866
Insult0.06953252
Profanity0.014874061
Threat0.0067445673
Severe Toxicity0.0051879883
Low Tox 0.20839658 Low Con 0.235 Fear_Threat
Feb 16, 2026 2 likes Inside Canada's Indian Invasion...
self inflicted wound; canadian society suffers due to connivance of politicians dancing to get votes from Khalistanis... plain and simple
self inflicted wound; canadian society suffers due to connivance of politicians dancing to get votes from Khalistanis... plain and simple
Identity Attack0.11744241
Insult0.097093195
Profanity0.017231047
Threat0.009307829
Severe Toxicity0.00541687
Low Tox 0.20839658 Low Con 0.238 Policy_Critique
Feb 18, 2026 3 likes Canadian immigration officers investigating hundreds …
And ICE is bad 😂
And ICE is bad 😂
Identity Attack0.011765319
Insult0.097093195
Profanity0.058946952
Threat0.0077284453
Severe Toxicity0.0037956238
Low Tox 0.20839658 Low Con 0.264
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …
And englo canadians hated us Quebecers for wanting to preserve our culture and distinctions, how does it feel now?
And englo canadians hated us Quebecers for wanting to preserve our culture and distinctions, how does it feel now?
Identity Attack0.2331515
Insult0.06634661
Profanity0.016547862
Threat0.0072882893
Severe Toxicity0.004673004
Low Tox 0.20839658 Moderate Con 0.467 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Canada has been broken since 1982 with the first Truedue. When the charter was created, because we are under the King(Monarch at that time), something had to be given up, so we sold our souls …
Canada has been broken since 1982 with the first Truedue. When the charter was created, because we are under the King(Monarch at that time), something had to be given up, so we sold our souls to the devil we knew, and traded our future generations' futures.
Identity Attack0.025605056
Insult0.082372494
Profanity0.08355101
Threat0.0101363575
Severe Toxicity0.004234314
Low Tox 0.20839658 Moderate Con 0.469 Policy_Critique
Feb 26, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
It’s honestly so sad someone needs to do something maybe another moustache man will come along
It’s honestly so sad someone needs to do something maybe another moustache man will come along
Identity Attack0.012061302
Insult0.06774519
Profanity0.06495911
Threat0.04201601
Severe Toxicity0.0077819824
Low Tox 0.20839658 Moderate Con 0.302 Fear_Threat
Mar 3, 2026 Inside Canada's Indian Invasion...
🌈🧬🦄🧬🌈 The Punjabi folks are generally quite hard working and family oriented. They will mostly welcome white people as family too. It is just too many too fast though they agree.
🌈🧬🦄🧬🌈 The Punjabi folks are generally quite hard working and family oriented. They will mostly welcome white people as family too. It is just too many too fast though they agree.
Identity Attack0.25140062
Insult0.045593183
Profanity0.07676199
Threat0.010239923
Severe Toxicity0.008773804
Low Tox 0.20839658 Constructive 0.62 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Yo that ending is crazy. They've been using canadian numbers on WhatsApp because canadians do not use "whatsapp" They was using my number for crying out loud Our government is helping.
Yo that ending is crazy. They've been using canadian numbers on WhatsApp because canadians do not use "whatsapp" They was using my number for crying out loud Our government is helping.
Identity Attack0.06795148
Insult0.14150882
Profanity0.025634222
Threat0.007081157
Severe Toxicity0.004081726
Low Tox 0.20839658 Constructive 0.632 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
It's all ur govt fault first they allow millions of immigrants for cheap labour and now locals are facing problems instead of harrassing immigrants ask ur govt why did they do it
It's all ur govt fault first they allow millions of immigrants for cheap labour and now locals are facing problems instead of harrassing immigrants ask ur govt why did they do it
Identity Attack0.1508922
Insult0.075868964
Profanity0.018255826
Threat0.0100069
Severe Toxicity0.0049972534
Low Tox 0.20839658 Moderate Con 0.43 Policy_Critique
Nov 9, 2025 1 likes Why Canadians Are Turning Against …

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.