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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

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Active: "This is not your Canada, …" 6,088 comments · Page 105 of 244
There are more Muslim in canada than Indians.
There are more Muslim in canada than Indians.
Identity Attack0.38176915
Insult0.076502606
Profanity0.02932342
Threat0.0070552654
Severe Toxicity0.0074386597
Low Tox 0.2854835 Low Con 0.235 Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Jagmeatsing was allowed to import his entire family bloodline to Canada for proping up Trudeou and his destruction on Canada
Jagmeatsing was allowed to import his entire family bloodline to Canada for proping up Trudeou and his destruction on Canada
Identity Attack0.04951127
Insult0.24287975
Profanity0.021330157
Threat0.042662576
Severe Toxicity0.008773804
Low Tox 0.2854835 Low Con 0.197
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is already India 2.0. There's no saving it. All Canadians need to learn to become Indians.
Canada is already India 2.0. There's no saving it. All Canadians need to learn to become Indians.
Identity Attack0.36702603
Insult0.13064787
Profanity0.024541125
Threat0.007948523
Severe Toxicity0.011138916
Low Tox 0.2854835 Low Con 0.18 Fear_Threat
Feb 10, 2026 1 likes Inside Canada's Indian Invasion...
These people are ruining our country and we’re the ones paying them to do it. Best play is to leave now while we still can. Canada is gone
These people are ruining our country and we’re the ones paying them to do it. Best play is to leave now while we still can. Canada is gone
Identity Attack0.10221587
Insult0.16831873
Profanity0.020032106
Threat0.031314444
Severe Toxicity0.0066375732
Low Tox 0.2854835 Low Con 0.294
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada belongs to Indians
Canada belongs to Indians
Identity Attack0.316
Insult0.082619295
Profanity0.07255927
Threat0.008505191
Severe Toxicity0.0128976675
Low Tox 0.2854835 Moderate Con 0.312 Identity_Assertion
Feb 23, 2026 1 likes Inside Canada's Indian Invasion...
Get out of Canada !!!!!! We are full ....
Get out of Canada !!!!!! We are full ....
Identity Attack0.2308735
Insult0.08558089
Profanity0.027820412
Threat0.012130005
Severe Toxicity0.009994507
Low Tox 0.2854835 Low Con 0.283 Call_To_Action
Oct 27, 2025 Why Canadians Are Turning Against …
Turning a church to temple, no wonder canada is on the way to ruins.
Turning a church to temple, no wonder canada is on the way to ruins.
Identity Attack0.2808415
Insult0.11616662
Profanity0.020168742
Threat0.016292779
Severe Toxicity0.0073623657
Low Tox 0.2854835 Low Con 0.112 Fear_Threat
Oct 4, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
aren't all Liberal MP's a failure to Canada? They are ruining Canada -all for votes and power! Not caring about Canada! As Carney have said: WHO CARES?
aren't all Liberal MP's a failure to Canada? They are ruining Canada -all for votes and power! Not caring about Canada! As Carney have said: WHO CARES?
Identity Attack0.073429056
Insult0.24630153
Profanity0.024951037
Threat0.010162249
Severe Toxicity0.0063323975
Low Tox 0.2854835 Moderate Con 0.337 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
you see every imigrants were not indian,hindu,sikh there are few europeans too but they're christians and white they will never get hate just like brown people and yes the influx of imigrant is huge now....canada …
you see every imigrants were not indian,hindu,sikh there are few europeans too but they're christians and white they will never get hate just like brown people and yes the influx of imigrant is huge now....canada has always welcomed imigrants and refugees now its their time to do it in a limit and moderate
Identity Attack0.36873037
Insult0.0816321
Profanity0.022218296
Threat0.008181547
Severe Toxicity0.008964539
Low Tox 0.28548008 Constructive 0.637 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
its out of control especially the new young arrivals totally entitled they come right out and say they are going to take over canada plus now we have the punjabi mafia crime its off the …
its out of control especially the new young arrivals totally entitled they come right out and say they are going to take over canada plus now we have the punjabi mafia crime its off the charts
Identity Attack0.28622448
Insult0.16831873
Profanity0.026180768
Threat0.011146127
Severe Toxicity0.008926392
Low Tox 0.28548008 Moderate Con 0.308
Jan 27, 2026 Inside Canada's Indian Invasion...
Get King Charles to release Crown land so more housing can be provided. This would lower the price of houses across the country. Why should the Monarchy own nearly 90% of the land in Canada? …
Get King Charles to release Crown land so more housing can be provided. This would lower the price of houses across the country. Why should the Monarchy own nearly 90% of the land in Canada? It’s insane.
Identity Attack0.02138452
Insult0.26957804
Profanity0.026317406
Threat0.007573096
Severe Toxicity0.0033187866
Low Tox 0.28548008 Moderate Con 0.464
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
As an emmigrant who came to this country 15 years ago, I am astonished by the lack of knowledge this country has. This reason stands in empty education ( in an irony of life, the …
As an emmigrant who came to this country 15 years ago, I am astonished by the lack of knowledge this country has. This reason stands in empty education ( in an irony of life, the canadians call it one of the best on the word), and the belief Canada is a democracy. It is typically a fascist country that makes spurious elections because it is truly run by an establishment hidden as a secret society and in the surface is run as a mafia by small groups of interest ( corporations, professional order, injustice system, and emty shell politicians). The others ( the canadian people) they enjoy democracy 😂, high quality of life( really, just make a visit to a poor european country as Portugal, Greece ). The same goes for education, just oven degrees hot and not edible. Now Canadians learned that immigrant are taking their land and opportunities. You're lied, put under pot, and cheated by your democratic representatives. Try to fight, you'll be in a gulag (minus 15 Celsius only for some day) until the nobel prize candidates of uot and mcgill will put you democratically under tanax.
Identity Attack0.1808059
Insult0.24928534
Profanity0.029186781
Threat0.0072882893
Severe Toxicity0.0064468384
Low Tox 0.28548008 Moderate Con 0.49
Jun 18, 2025 How Canada broke its immigration …
This guy is just jealous that Indian Immigrants are the highest earning community in both US and Canada. Indians earn way more than avg American or Canadian or even any other immigrant community. The entire …
This guy is just jealous that Indian Immigrants are the highest earning community in both US and Canada. Indians earn way more than avg American or Canadian or even any other immigrant community. The entire video was stretched just to find one reason to show Indians are bad, but sadly you failed to show whats really wrong. People are living peacefully without disturbing anyone. Most of them are legal immigrants. Stop giving visas if you don’t want immigrants. Stop crying and compete with them if you have the potential.
Identity Attack0.2783691
Insult0.17610447
Profanity0.038655918
Threat0.009126588
Severe Toxicity0.008850098
Low Tox 0.28548008 Moderate Con 0.496 Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I want ICE to come to Canada and deport So many illegals, that I don't have to push 1 for english again
I want ICE to come to Canada and deport So many illegals, that I don't have to push 1 for english again
Identity Attack0.2816105
Insult0.0820023
Profanity0.019143965
Threat0.061089642
Severe Toxicity0.0118255615
Low Tox 0.28548008 Moderate Con 0.394 Fear_Threat
Feb 16, 2026 2 likes Inside Canada's Indian Invasion...
When these people goes to india on visits do not allow them back into canada
When these people goes to india on visits do not allow them back into canada
Identity Attack0.35624164
Insult0.076502606
Profanity0.02433617
Threat0.008893564
Severe Toxicity0.0090408325
Low Tox 0.28548008 Low Con 0.232
Dec 13, 2025 Why Canadians Are Turning Against …
Watch old episodes of "canadas worst driver" even the natives are not that bright, driving takes a type of intelligence.
Watch old episodes of "canadas worst driver" even the natives are not that bright, driving takes a type of intelligence.
Identity Attack0.11396073
Insult0.25800487
Profanity0.017026093
Threat0.008000307
Severe Toxicity0.005607605
Low Tox 0.28548008 Moderate Con 0.366 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
As an immigrant, don't turn Canada to India or any other third world country. I won't visit India even for tourism, the same for the majority of the african countries. Anyone who wants to live …
As an immigrant, don't turn Canada to India or any other third world country. I won't visit India even for tourism, the same for the majority of the african countries. Anyone who wants to live as he was in his original country, go back. Thanks.
Identity Attack0.36702603
Insult0.0836065
Profanity0.016342908
Threat0.007624879
Severe Toxicity0.010375977
Low Tox 0.28548008 Constructive 0.552
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
The guy who said he'd pick motherland Punjab. Then why are you in Canada?!? These people are infuriating.
The guy who said he'd pick motherland Punjab. Then why are you in Canada?!? These people are infuriating.
Identity Attack0.10221587
Insult0.24928534
Profanity0.021330157
Threat0.007819066
Severe Toxicity0.0044441223
Low Tox 0.28548008 Moderate Con 0.388 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada be smelling like BO everywhere! 😅
Canada be smelling like BO everywhere! 😅
Identity Attack0.26325142
Insult0.17858955
Profanity0.031140719
Threat0.007068211
Severe Toxicity0.009346008
Low Tox 0.28547668 Moderate Con 0.335 Humor_Satire
Feb 9, 2026 1 likes Inside Canada's Indian Invasion...
Everyone was sugar coating how bad it really is, they don't wanna seem racist for speaking the truth. The guy with the bike was the only one speaking his mind. Canada's in peril...
Everyone was sugar coating how bad it really is, they don't wanna seem racist for speaking the truth. The guy with the bike was the only one speaking his mind. Canada's in peril...
Identity Attack0.17226285
Insult0.20668297
Profanity0.02392626
Threat0.010369381
Severe Toxicity0.0064086914
Low Tox 0.28547668 Constructive 0.564 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
You have to get used to indian people here in Canada 🇨🇦 and do you know why because with the global warming India 🇮🇳 will become unlivable.
You have to get used to indian people here in Canada 🇨🇦 and do you know why because with the global warming India 🇮🇳 will become unlivable.
Identity Attack0.36702603
Insult0.07840354
Profanity0.022218296
Threat0.011974656
Severe Toxicity0.009613037
Low Tox 0.28547668 Moderate Con 0.34
Dec 28, 2025 Inside Canada's Indian Metropolis (Brampton)
I am always surprised by how racist or uninviting Canadians seem to be and I was born in Canada but that doesn't give me the right to be racist
I am always surprised by how racist or uninviting Canadians seem to be and I was born in Canada but that doesn't give me the right to be racist
Identity Attack0.2831485
Insult0.14512913
Profanity0.03189224
Threat0.00704232
Severe Toxicity0.0073242188
Low Tox 0.28547668 Constructive 0.538 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
Canada will cease to exist in less than ten years. Send them home, end permanent residency!
Canada will cease to exist in less than ten years. Send them home, end permanent residency!
Identity Attack0.24462871
Insult0.076502606
Profanity0.017982552
Threat0.13815513
Severe Toxicity0.016254602
Low Tox 0.28547668 Low Con 0.103 Fear_Threat
Jan 30, 2026 1 likes Inside Canada's Indian Invasion...
I'm Canadian and can't find a job. I've been looking for over a year and a half. Companies aren't hiring Canadians. How could our own government do this to us? They've killed Canada.
I'm Canadian and can't find a job. I've been looking for over a year and a half. Companies aren't hiring Canadians. How could our own government do this to us? They've killed Canada.
Identity Attack0.15517195
Insult0.071750276
Profanity0.032142747
Threat0.26455072
Severe Toxicity0.008049011
Low Tox 0.28547668 Constructive 0.569
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
If you go to Canada, you will mostly see Punjabi people there. I don’t know why Punjabi people have become so obsessed with Canada. They mostly refer to going to Canada. They don’t even work …
If you go to Canada, you will mostly see Punjabi people there. I don’t know why Punjabi people have become so obsessed with Canada. They mostly refer to going to Canada. They don’t even work properly or look for jobs in India; they just prefer going to Canada. I don’t know what kind of jobs they get there. Some of them go there depending on relatives, and some go illegally, which is completely wrong. Because I want to say one true thing about Indian people: there is very little civic sense in India. Yes, if they belong to the upper class, then they may have some civic sense, but in the lower and middle class, civic sense is very low. That’s why wherever they go, they behave the same way they think, without caring that they are in another country. They don’t care about respecting that country or adjusting to its culture. Instead, they try to impose their own culture everywhere. They want to create their own space everywhere and put their own things everywhere. But if foreigners come to India and live here permanently, they just do their work and live normally. Even if they do something publicly to promote their own culture, Indians will immediately go against them. But I haven’t seen the same reaction outside. People there should also oppose this; otherwise, Indians will really spread everywhere in the same way.
Identity Attack0.36702603
Insult0.16773392
Profanity0.062454045
Threat0.009644418
Severe Toxicity0.012359619
Low Tox 0.28547668 Constructive 0.67 Identity_Assertion
Feb 10, 2026 1 likes 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.