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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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30,738 comments · Page 781 of 1230
Brampton is brown town
Brampton is brown town
Identity Attack0.060675595
Insult0.03257891
Profanity0.02795705
Threat0.008764107
Severe Toxicity0.0036621094
Low Tox 0.11140333 Low Con 0.298 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
They built thousands of churches in India and converted millions of Hindus and still we did not have any problem. But we built a single statue of Shiva which did not convert anyone , still …
They built thousands of churches in India and converted millions of Hindus and still we did not have any problem. But we built a single statue of Shiva which did not convert anyone , still problem for them.
Identity Attack0.10221587
Insult0.025284592
Profanity0.016035475
Threat0.0074824756
Severe Toxicity0.002632141
Low Tox 0.11140333 Moderate Con 0.416 Moral_Argument
Feb 5, 2026 1 likes Inside Canada's Indian Invasion...
Start calling out the employers who are paying cash and low wages and are defrauding CRA too !
Start calling out the employers who are paying cash and low wages and are defrauding CRA too !
Identity Attack0.00569767
Insult0.060752302
Profanity0.013951761
Threat0.00756015
Severe Toxicity0.001821518
Low Tox 0.11140333 Moderate Con 0.417
Jan 15, 2026 16 likes 2.9 million Canadian temporary visas …
Amen Amen I totally agree with you immigrants must adapt to Canadians culture. Most immigrants are honest hard working people. Some people just come and use and abuse the system, and this should be tolerated …
Amen Amen I totally agree with you immigrants must adapt to Canadians culture. Most immigrants are honest hard working people. Some people just come and use and abuse the system, and this should be tolerated it must stop now.
Identity Attack0.08252834
Insult0.02982438
Profanity0.01127026
Threat0.007353018
Severe Toxicity0.0021457672
Low Tox 0.11140333 Constructive 0.729 Moral_Argument
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
Yep, Mass deportation in all of Canada. They all have to go every single one that Trudeau brought over all the way to carney
Yep, Mass deportation in all of Canada. They all have to go every single one that Trudeau brought over all the way to carney
Identity Attack0.052035484
Insult0.028061481
Profanity0.012687869
Threat0.011586283
Severe Toxicity0.0031089783
Low Tox 0.11140333 Low Con 0.283
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
But keep bringing more refugees! That should help the housing crisis and the economy 😂
But keep bringing more refugees! That should help the housing crisis and the economy 😂
Identity Attack0.05976611
Insult0.022899706
Profanity0.015967157
Threat0.008039144
Severe Toxicity0.0027656555
Low Tox 0.11140333 Low Con 0.274 Humor_Satire
Jan 19, 2026 1 likes Why Canada’s immigration system has …
Go ahead keep talking about it while it happens; it will take a revolution for change, do you have the belly for it?
Go ahead keep talking about it while it happens; it will take a revolution for change, do you have the belly for it?
Identity Attack0.0042732526
Insult0.037980765
Profanity0.023721304
Threat0.008220384
Severe Toxicity0.0023937225
Low Tox 0.11140333 Low Con 0.211 Call_To_Action
Aug 26, 2025 Why Canadians Are Turning Against …
They are not indian they are Punjabi
They are not indian they are Punjabi
Identity Attack0.10221587
Insult0.04149419
Profanity0.04291453
Threat0.008026198
Severe Toxicity0.005340576
Low Tox 0.11140333 Low Con 0.218 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Trudeau broke it !
Trudeau broke it !
Identity Attack0.0047727237
Insult0.05144889
Profanity0.019963788
Threat0.0097738765
Severe Toxicity0.0022697449
Low Tox 0.11140333 Low Con 0.245 Policy_Critique
Feb 24, 2026 1 likes LILLEY UNLEASHED: The fall of …
boycottims
boycottims
Identity Attack0.023193322
Insult0.025542418
Profanity0.029460056
Threat0.01254427
Severe Toxicity0.0032615662
Low Tox 0.11140333 Moderate Con 0.349
Jan 28, 2026 Inside Canada's Indian Invasion...
Visited Brampton for New Year's 2018. It was the closest weather I ever experienced! It was unbelievable how many Indians lived there back then!
Visited Brampton for New Year's 2018. It was the closest weather I ever experienced! It was unbelievable how many Indians lived there back then!
Identity Attack0.10221587
Insult0.026058068
Profanity0.024814399
Threat0.008116818
Severe Toxicity0.0040245056
Low Tox 0.11140333 Constructive 0.606 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I think what this is saying is they will not be tried by the criminal justice system but deported. No consequences. Just deport. Try again later. At 1:42 it says, "While Police may be limited …
I think what this is saying is they will not be tried by the criminal justice system but deported. No consequences. Just deport. Try again later. At 1:42 it says, "While Police may be limited in their ability to have charges approved, in some of the cases involving foreign nationals, federal immigration laws could be a useful tool in helping ease the extortion threat."
Identity Attack0.04023018
Insult0.025155678
Profanity0.018119188
Threat0.02855184
Severe Toxicity0.0032043457
Low Tox 0.11140333 Constructive 0.57 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Stay in Canada, PLEASE
Stay in Canada, PLEASE
Identity Attack0.084182754
Insult0.024124376
Profanity0.011765569
Threat0.0072365063
Severe Toxicity0.003376007
Low Tox 0.11140333 Moderate Con 0.322 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
its not called BROWN-town for no reason
its not called BROWN-town for no reason
Identity Attack0.060675595
Insult0.025929155
Profanity0.025634222
Threat0.008052089
Severe Toxicity0.0035095215
Low Tox 0.11140333 Low Con 0.154 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Indians are smarter works harder and family oriented and we plan for future.
Indians are smarter works harder and family oriented and we plan for future.
Identity Attack0.10221587
Insult0.028281843
Profanity0.025360947
Threat0.007935578
Severe Toxicity0.0042152405
Low Tox 0.11140333 Moderate Con 0.461 Identity_Assertion
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
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...
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...
they have worn out their welcome
they have worn out their welcome
Identity Attack0.01766643
Insult0.030595649
Profanity0.032643758
Threat0.009437286
Severe Toxicity0.0030136108
Low Tox 0.11140333 Moderate Con 0.314
Jan 27, 2026 Inside Canada's Indian Invasion...
😂 when the car started beeping I thought it was his voice
😂 when the car started beeping I thought it was his voice
Identity Attack0.006474625
Insult0.026315894
Profanity0.031391226
Threat0.011379151
Severe Toxicity0.0039100647
Low Tox 0.11140333 Moderate Con 0.366 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
there are currently 500,000 expired 'temporary' visa holders in Canada. We need to round them up and send them home.
there are currently 500,000 expired 'temporary' visa holders in Canada. We need to round them up and send them home.
Identity Attack0.040745795
Insult0.032689095
Profanity0.012073003
Threat0.01698343
Severe Toxicity0.0037384033
Low Tox 0.11140333 Moderate Con 0.42 Unverified_Claim
Feb 18, 2026 Canadian immigration officers investigating hundreds …
The good news is Justine Trudeau and his liberal politician friends only ate one lobster today in those mansions, the struggle is real.
The good news is Justine Trudeau and his liberal politician friends only ate one lobster today in those mansions, the struggle is real.
Identity Attack0.008398513
Insult0.054962315
Profanity0.014532468
Threat0.008919456
Severe Toxicity0.0021839142
Low Tox 0.11140333 Moderate Con 0.333 Humor_Satire
Aug 26, 2025 Why Canadians Are Turning Against …
Dear everyone, Culture is a constantly changing phenomenon. If you had visited Canada 500 years ago, you would have seen Indigenous tribes living on this land with their own cultural values. Two hundred years ago, …
Dear everyone, Culture is a constantly changing phenomenon. If you had visited Canada 500 years ago, you would have seen Indigenous tribes living on this land with their own cultural values. Two hundred years ago, European culture became more prominent, but it was still a very different place from what we see today. Family values were strong, and who your family was often determined much of your future. Now, Canadian culture is changing once again. The arrival of Indian immigrants will inevitably influence Canadian culture, whether people like it or not. Some may try to resist—perhaps through a kind of “Trumpism”—but that will only provide temporary comfort. In the long run, Canadian culture will continue to evolve with the influx of newcomers. Today it is Indians; in the coming decades, it may be another nationality. The key point is to embrace change—and perhaps change ourselves in the process. For example, the rise in homelessness is tied more to social and economic issues than to immigration. Family structures among white Canadians are becoming less central in people’s lives, and religion is also losing influence. Parenting values are often shaped by fleeting psychology trends and “helicopter parenting,” leaving many children without the strong foundation they need. Perhaps there is something to learn from Indian immigrants about building families, fostering strong connections, and strengthening community ties. Thank you.
Identity Attack0.10221587
Insult0.031697463
Profanity0.015693882
Threat0.007314181
Severe Toxicity0.0031280518
Low Tox 0.11140333 Constructive 0.718 Moral_Argument
Sep 19, 2025 8 likes Inside Canada's Indian Metropolis (Brampton)
We can have only so many derka derka. Me derka derka, OK. But no more derka derka. Logical ..
We can have only so many derka derka. Me derka derka, OK. But no more derka derka. Logical ..
Identity Attack0.027413858
Insult0.053205602
Profanity0.054437835
Threat0.012492486
Severe Toxicity0.0059127808
Low Tox 0.11140333 Moderate Con 0.31 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
One thing is to be angry with the government immigration policies, and another to be angry with immigrants, I choose to be angry at the policies and work to change them, and love my immigrant …
One thing is to be angry with the government immigration policies, and another to be angry with immigrants, I choose to be angry at the policies and work to change them, and love my immigrant neighbors and defend them. like if you agreed
Identity Attack0.1007269
Insult0.024511116
Profanity0.0157622
Threat0.0073918556
Severe Toxicity0.0023937225
Low Tox 0.11129999 Constructive 0.744 Moral_Argument
Feb 24, 2026 3 likes 'We do know that there's …
Unbelievable the human traffickers were asking for $6000 CND why not 6000 US since ? Then convert that afterwards to US dollars 😅🤣😂
Unbelievable the human traffickers were asking for $6000 CND why not 6000 US since ? Then convert that afterwards to US dollars 😅🤣😂
Identity Attack0.011469335
Insult0.035774168
Profanity0.022696527
Threat0.008065036
Severe Toxicity0.002708435
Low Tox 0.11129999 Low Con 0.203 Question
Jan 29, 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.