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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

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

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Active: "We are with you, Canada." 6,088 comments · Page 184 of 244
Last year, they said that 114,000 Indian students in Canada did not attend classes, but not a single school reported this issue to the IRCC because, guess what, the students still pay their fees! So, …
Last year, they said that 114,000 Indian students in Canada did not attend classes, but not a single school reported this issue to the IRCC because, guess what, the students still pay their fees! So, the schools are complicit, filling those seats as empty and making more money by selling one spot to two students. These are the same schools that appear on your TV screens saying, "cutting down the number of international students means they would be out of work and have to end some of their programs."
Identity Attack0.038167715
Insult0.030375287
Profanity0.017845914
Threat0.0072235605
Severe Toxicity0.0021266937
Low Tox 0.09033044 Constructive 0.576 Policy_Critique
Sep 29, 2025 36 likes IRCC Names India in Study …
Canada send those to usa.. that reason.. not to usa
Canada send those to usa.. that reason.. not to usa
Identity Attack0.053854458
Insult0.019741343
Profanity0.01354185
Threat0.0074824756
Severe Toxicity0.002002716
Low Tox 0.09033044 Low Con 0.222 Comparative_Framing
Oct 3, 2025 IRCC Names India in Study …
Just an FYI here, lived worked my entire adult life in Canada, 62 now and don't have a doctor, can't retire anytime soon, but my illegal immigrant neighbours get 80 thousand dollars per year and …
Just an FYI here, lived worked my entire adult life in Canada, 62 now and don't have a doctor, can't retire anytime soon, but my illegal immigrant neighbours get 80 thousand dollars per year and free EVERYTHING! I made 30 thousand working and paying for them...GAWD help us all that have put our entire lives into paying for other people and countries well being, maybe one day Canada will put me first and make sure I can afford to eat in this country
Identity Attack0.058401883
Insult0.024640027
Profanity0.012004685
Threat0.0060066585
Severe Toxicity0.0021076202
Low Tox 0.08953904 Constructive 0.716 Personal_Narrative
Feb 27, 2026 20 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
My mom went to Canada and she didn’t even recognize the country
My mom went to Canada and she didn’t even recognize the country
Identity Attack0.050443888
Insult0.019419061
Profanity0.017094411
Threat0.006602164
Severe Toxicity0.0018310547
Low Tox 0.08953904 Moderate Con 0.411 Fear_Threat
Jan 27, 2026 1,445 likes Inside Canada's Indian Invasion...
TYLER IN CANADA, less goooo😂
TYLER IN CANADA, less goooo😂
Identity Attack0.023796257
Insult0.02567133
Profanity0.0147374235
Threat0.008531082
Severe Toxicity0.0029182434
Low Tox 0.08953904 Low Con 0.24
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Thank you for bringing attention to our plight in Canada. It is bad.
Thank you for bringing attention to our plight in Canada. It is bad.
Identity Attack0.024801146
Insult0.029714199
Profanity0.0118680475
Threat0.0066733654
Severe Toxicity0.0015544891
Low Tox 0.08953904 Constructive 0.509
Jan 27, 2026 20 likes Inside Canada's Indian Invasion...
Immigration must be controlled. You don't want Immigration to overwhelm the native population otherwise the culture will change. Canada wake up!!!
Immigration must be controlled. You don't want Immigration to overwhelm the native population otherwise the culture will change. Canada wake up!!!
Identity Attack0.04925346
Insult0.019547975
Profanity0.011219022
Threat0.008453408
Severe Toxicity0.0022697449
Low Tox 0.08874765 Moderate Con 0.323 Fear_Threat
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
Careful admitting you have a knife for self defence in Canada, it's illegal.
Careful admitting you have a knife for self defence in Canada, it's illegal.
Identity Attack0.019073274
Insult0.018967867
Profanity0.011577694
Threat0.042985857
Severe Toxicity0.0031089783
Low Tox 0.08874765 Low Con 0.229 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Most “Canadians” I’ve met in my life weren’t born in Canada and have foreign accents. They are dual nationals from the Middle East and Asia in general. They are using the system, deliberately.
Most “Canadians” I’ve met in my life weren’t born in Canada and have foreign accents. They are dual nationals from the Middle East and Asia in general. They are using the system, deliberately.
Identity Attack0.06795148
Insult0.024640027
Profanity0.013029462
Threat0.006246155
Severe Toxicity0.0018978119
Low Tox 0.08874765 Moderate Con 0.442 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
The Collapse of Canada You see The Bible does state that the FALL OF NATIONS is Coming meaning Canada, US, Britain etc. and when you check it's happening!
The Collapse of Canada You see The Bible does state that the FALL OF NATIONS is Coming meaning Canada, US, Britain etc. and when you check it's happening!
Identity Attack0.036105253
Insult0.0233509
Profanity0.01261955
Threat0.008712323
Severe Toxicity0.0029563904
Low Tox 0.08795626 Low Con 0.289 Unverified_Claim
Feb 19, 2026 1 likes LILLEY UNLEASHED: The fall of …
Using a knife in Canada for self defense is illegal
Using a knife in Canada for self defense is illegal
Identity Attack0.029917859
Insult0.017872108
Profanity0.014634945
Threat0.04029291
Severe Toxicity0.0034713745
Low Tox 0.08795626 Low Con 0.157 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
My issue with immigration to Ontario and urban sprawl, is that this area is some of the most fertile farmland in Canada. The only part of Canada you can grow fruits profitably besides apples. If …
My issue with immigration to Ontario and urban sprawl, is that this area is some of the most fertile farmland in Canada. The only part of Canada you can grow fruits profitably besides apples. If we are going to need immigration to support the elderly in retirement in Canada then we should at least build up and not give everyone a house. In highly populated areas like this more emphasis needs to be placed on high rise apartments to free up farmland. Immigrants pay a butload of taxes. It is a double edged sword.
Identity Attack0.04667538
Insult0.027841117
Profanity0.017709278
Threat0.0067316215
Severe Toxicity0.0022792816
Low Tox 0.08795626 Constructive 0.754 Policy_Critique
Oct 11, 2025 Inside Canada's Indian Metropolis (Brampton)
Let's face it, there's no such as being Canadian. To be Canadian is to leave in Canada. In 100 Years from now, Canada will likely either not exist or have an completely different name.
Let's face it, there's no such as being Canadian. To be Canadian is to leave in Canada. In 100 Years from now, Canada will likely either not exist or have an completely different name.
Identity Attack0.060220852
Insult0.020837102
Profanity0.011543535
Threat0.00789674
Severe Toxicity0.0022411346
Low Tox 0.08795626 Low Con 0.243
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Immigration got weaponized against Canada. Just look up Gerasimov Doctrine and you will know why we lost the war and why we became a virtual BRICS country.
Immigration got weaponized against Canada. Just look up Gerasimov Doctrine and you will know why we lost the war and why we became a virtual BRICS country.
Identity Attack0.04203484
Insult0.021546122
Profanity0.011475217
Threat0.009023022
Severe Toxicity0.002117157
Low Tox 0.08795626 Moderate Con 0.31
Jan 20, 2026 1 likes Why Canada’s immigration system has …
Most of smart people doesn't want to stay in Canada because USA have more income and job opportunities
Most of smart people doesn't want to stay in Canada because USA have more income and job opportunities
Identity Attack0.052944973
Insult0.025155678
Profanity0.0113385795
Threat0.00636914
Severe Toxicity0.0021839142
Low Tox 0.08795626 Low Con 0.189
Dec 31, 2025 1 likes Why Canadians Are Turning Against …
I wonder if they have a high birth rate in Canada as they do in India
I wonder if they have a high birth rate in Canada as they do in India
Identity Attack0.06476828
Insult0.021352753
Profanity0.016821137
Threat0.0070164283
Severe Toxicity0.0026512146
Low Tox 0.08795626 Low Con 0.282 Question
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
She's talking about Canada not America. in America they just walk across the border And get everything free because it's unconstitutional to deport them and not support them
She's talking about Canada not America. in America they just walk across the border And get everything free because it's unconstitutional to deport them and not support them
Identity Attack0.04641757
Insult0.024382202
Profanity0.011936366
Threat0.00756015
Severe Toxicity0.0017929077
Low Tox 0.08795626 Moderate Con 0.396
Feb 15, 2020 1 likes How much do refugees and …
It's shocking how Canada has changed in the last 10 years. While some Canadians still fret about a US takeover, Canada has already become a de facto part of India.
It's shocking how Canada has changed in the last 10 years. While some Canadians still fret about a US takeover, Canada has already become a de facto part of India.
Identity Attack0.06158508
Insult0.026315894
Profanity0.0128245065
Threat0.006356194
Severe Toxicity0.0019454956
Low Tox 0.08716487 Moderate Con 0.395
Oct 12, 2025 Inside Canada's Indian Metropolis (Brampton)
canada now has a caste system.. and naturally born citizens are always last!
canada now has a caste system.. and naturally born citizens are always last!
Identity Attack0.038425524
Insult0.026058068
Profanity0.012312118
Threat0.007793174
Severe Toxicity0.002298355
Low Tox 0.08716487 Low Con 0.112 Fear_Threat
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
Reduce pressure on housing”? Please. Three houses on my street are sitting empty, owned by wealthy people who don’t even live in Canada. That’s the reality on the ground. You can cut immigration all you …
Reduce pressure on housing”? Please. Three houses on my street are sitting empty, owned by wealthy people who don’t even live in Canada. That’s the reality on the ground. You can cut immigration all you want, and it still won’t fix the housing crisis. And let’s be precise: immigrants are not the same as migrants. Canada has high levels of legal, permanent immigration, but very little irregular or transient migration compared to other Western countries. The problem isn’t people needing homes. It’s homes being treated like safety-deposit boxes for the global rich. Empty houses, speculative ownership, and capital parked in real estate do far more damage than newcomers ever could. Blaming immigration is just a convenient distraction from the real issue: housing has been turned into an investment vehicle instead of a place to live.
Identity Attack0.035847444
Insult0.029604018
Profanity0.013576009
Threat0.007353018
Severe Toxicity0.0020599365
Low Tox 0.08637348 Constructive 0.615 Policy_Critique
Feb 11, 2026 7 likes Canada's tighter immigration policy divides …
The elephant in the room is the fact that the majority of immigrants come from one country. As someone who proudly escaped Canada I understand the difficulties of adapting and integrating into another culture. It …
The elephant in the room is the fact that the majority of immigrants come from one country. As someone who proudly escaped Canada I understand the difficulties of adapting and integrating into another culture. It is difficult and it would be far easier if there were just so many Canadians here that none of us have to adapt or learn a new language but could simply live in an insular community of Canadians and transplant our own culture here. When I go back to Canada I see that that is exactly what has happened there.
Identity Attack0.04564415
Insult0.030595649
Profanity0.01579636
Threat0.006097279
Severe Toxicity0.0020599365
Low Tox 0.08637348 Constructive 0.757 Personal_Narrative
Feb 17, 2026 13 likes LILLEY UNLEASHED: The fall of …
It wouldn’t have cost this much to deal with this had the liberal government allowed so many terrorists in at the beginning. Don’t forget the 2 Isis fighters caught in summer of 2023 who were …
It wouldn’t have cost this much to deal with this had the liberal government allowed so many terrorists in at the beginning. Don’t forget the 2 Isis fighters caught in summer of 2023 who were given papers to come into Canada in 2016 by none other than this very liberal government. Immigration minister Marc miller who is still a cabinet mp in a different position
Identity Attack0.021786476
Insult0.029273475
Profanity0.011031146
Threat0.0089712385
Severe Toxicity0.0018501282
Low Tox 0.08637348 Moderate Con 0.408 Unverified_Claim
Feb 18, 2026 7 likes Canadian immigration officers investigating hundreds …
Half a million more gang members arriving this year too! Even the gangs are having trouble keeping up with all the new recruits the liberals are bringing to Canada. We have some completely new gangs …
Half a million more gang members arriving this year too! Even the gangs are having trouble keeping up with all the new recruits the liberals are bringing to Canada. We have some completely new gangs forming there’s so many guys now.
Identity Attack0.021083053
Insult0.029493837
Profanity0.013131939
Threat0.00967031
Severe Toxicity0.0019168854
Low Tox 0.08637348 Moderate Con 0.38 Unverified_Claim
Feb 25, 2026 'We do know that there's …
Every where and all over Ontario pearson airport is like Delhi 😅😅😅😅😅😅 I shocked and asked, "Where am I? Canada or India
Every where and all over Ontario pearson airport is like Delhi 😅😅😅😅😅😅 I shocked and asked, "Where am I? Canada or India
Identity Attack0.05089863
Insult0.024124376
Profanity0.014532468
Threat0.006757513
Severe Toxicity0.0024795532
Low Tox 0.085582085 Moderate Con 0.472 Identity_Assertion
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
We took in way more than we can handle. Canada already has a small population. Our system is designed for OUR population, and now it's crumbling under the weight of way too many new people …
We took in way more than we can handle. Canada already has a small population. Our system is designed for OUR population, and now it's crumbling under the weight of way too many new people that aren't even working with us, just laying around and begging. ENOUGH.
Identity Attack0.011987305
Insult0.033790905
Profanity0.012926984
Threat0.007094103
Severe Toxicity0.001745224
Low Tox 0.085582085 Constructive 0.504 Fear_Threat
Sep 13, 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.