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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 #}

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Active: "So it’s an invasion because …" 400 comments · Page 13 of 16
These invasions all happen from the open border
These invasions all happen from the open border
Identity Attack0.15303208
Insult0.031256735
Profanity0.04491858
Threat0.010602405
Severe Toxicity0.008926392
Low Tox 0.20102765 Low Con 0.189 Fear_Threat
Feb 28, 2026 3 likes Inside Canada's Indian Invasion...
I feel this video does cover what's happening but don't answer the question why its happening. Here's what i think- To start with - A major population of indian immigrants in Canada come from two …
I feel this video does cover what's happening but don't answer the question why its happening. Here's what i think- To start with - A major population of indian immigrants in Canada come from two provinces/states - Punjab and Gujarat. From Punjab - Most of the population who migrates to Canada are villagers. They are notoriously famous in Punjab cities as well for creating trouble. They have no civic sense, always getting involved in illegal stuff, some use drugs, no etiquettes, poor hygiene and very arrogant sometimes. Another thing, Canadian government over the years stopped taking in-person interviews and got lenient with rules for gaining a visa especially for students which doesn't make sense and one should be catious so of what kind of people they are letting in their country. This leads to letting in a bunch of wrong people who are already a troublemaker in Punjab and then represents a bad of side of Indians. A side note - Every Indian province is very very different and not all people are same in India. It's definitely a shit situation which shows Canadian government definitely needed a better way to handle immigration. A lot of international students has been exploited by the system as well if you get to know from there point of view as well. Seeing the thumbnail and title of this video shows what kind of a person Tyler is. Without a proper research and understanding, he just made a video to appease people who hates on Indians. Title says Invasion, is he for real? I see way more Chinese immigrants here in Canada than any other nationality. Punjabi Indians are to be blamed as for creating a bad picture for themselves but hating on whole country without knowing them feels prejudiced. I hope whoever is reading to really open their eyes and understands that this is a government failure for not having strict rules and regulations. Indians have been immigrating to Canada for more than 100 years but you see them as a problem now due to last 8 years of bad decisions. Last thing, you see more Indians in Tim Hortons and mock them, is that a bad thing on loving and supporting a Canadian brand? Definitely poor english speaking employees is a problem, but that is a management issue. You don't like it, have a word with the Manager if they don't act on it, then I guess they don't really care for your opinion. Its on you now whether you want your coffee or better english 😂
Identity Attack0.17536941
Insult0.08831572
Profanity0.022423252
Threat0.008789998
Severe Toxicity0.0049591064
Low Tox 0.20009702 Constructive 0.774 Policy_Critique
Feb 20, 2026 Inside Canada's Indian Invasion...
When it is the majority race taking over indigenous people's lands giving them new rules & regulations to follow without their input, discriminate against them, and deny them rights to property or jobs in their …
When it is the majority race taking over indigenous people's lands giving them new rules & regulations to follow without their input, discriminate against them, and deny them rights to property or jobs in their land, it's a birthright. When it's ethnic minorities with a different culture and skin tone immigrating to the land, it's an invasion.
Identity Attack0.22261032
Insult0.045007613
Profanity0.016616182
Threat0.008789998
Severe Toxicity0.004863739
Low Tox 0.20009702 Moderate Con 0.498 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
What about chinese invasion in Toronto?
What about chinese invasion in Toronto?
Identity Attack0.25478655
Insult0.03566399
Profanity0.020920247
Threat0.009903334
Severe Toxicity0.005836487
Low Tox 0.20009702 Low Con 0.239 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
As a canadian, this is a problem everywhere. This isnt immigration its an invasion
As a canadian, this is a problem everywhere. This isnt immigration its an invasion
Identity Attack0.17925262
Insult0.039737478
Profanity0.016342908
Threat0.007327127
Severe Toxicity0.0049591064
Low Tox 0.19986437 Moderate Con 0.385 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Immigration without assimilation is called invasion.
Immigration without assimilation is called invasion.
Identity Attack0.16159154
Insult0.03423163
Profanity0.022286616
Threat0.008893564
Severe Toxicity0.0062561035
Low Tox 0.1991664 Low Con 0.237 Identity_Assertion
Feb 19, 2026 Inside Canada's Indian Invasion...
As a Canadian living close to the capital, we do not want this. The liberal government are letting anyone and everyone in without any background checks and they aren’t following up on the visitor/school visa’s …
As a Canadian living close to the capital, we do not want this. The liberal government are letting anyone and everyone in without any background checks and they aren’t following up on the visitor/school visa’s that expire to see if anyone is actually leaving. They don’t even try to adapt or conform to laws, society nor culture. Immigration without assimilation is an invasion. We are tired of this, send them back.
Identity Attack0.14019285
Insult0.071116626
Profanity0.013849284
Threat0.009644418
Severe Toxicity0.0052261353
Low Tox 0.1991664 Moderate Con 0.442 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
You're right, it's not immigration, it's a designed invasion.
You're right, it's not immigration, it's a designed invasion.
Identity Attack0.13805299
Insult0.045007613
Profanity0.016137952
Threat0.0086087575
Severe Toxicity0.005760193
Low Tox 0.19893374 Moderate Con 0.328
Aug 25, 2025 Why Canadians Are Turning Against …
As a Indian I feel it's not good thing Canada belongs to local canadians not immigrants who migrated years ago this is how invasion looks like if not stopped this people will keep increasing some …
As a Indian I feel it's not good thing Canada belongs to local canadians not immigrants who migrated years ago this is how invasion looks like if not stopped this people will keep increasing some of this people even take double status from India and Canada giving them political rights is most dangerous hope your Canadian government wakes up from deep sleep
Identity Attack0.17536941
Insult0.06984934
Profanity0.0157622
Threat0.010188141
Severe Toxicity0.00541687
Low Tox 0.19870108 Constructive 0.598
Sep 22, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Invasion in action!😂😂
Invasion in action!😂😂
Identity Attack0.06158508
Insult0.036809623
Profanity0.057443913
Threat0.025789235
Severe Toxicity0.010681152
Low Tox 0.19870108 Moderate Con 0.307 Fear_Threat
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Their like mosquitos in the bayou in the middle of summer.. invasive
Their like mosquitos in the bayou in the middle of summer.. invasive
Identity Attack0.015757138
Insult0.082372494
Profanity0.040158957
Threat0.008039144
Severe Toxicity0.0050354004
Low Tox 0.19789438 Low Con 0.272 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
canada is getting very close to having more than half of their newborns be first-generation immigrants from india. in a couple short generations, it will be impossible for canadians to win any sort of election, …
canada is getting very close to having more than half of their newborns be first-generation immigrants from india. in a couple short generations, it will be impossible for canadians to win any sort of election, vote, nomination, poll, etc etc. these people and their beliefs do not work in western society. they want to overrun the population (with religion as an excuse) so they can take control and begin dismantling western culture. soon all of canadas laws and protections will defend the invasions and open their boarders wide open. western society and it's values are in grave danger. they're going to use our system against us. its happening right in front of your eyes. time to wake up. these people aren't coming to canada and the states in search of a better life or the american dream. they do not want to assimilate and they refuse our values. they are here because they want their own country, and they're very close to having it. these people were chanting DEATH TO THE WEST, DEATH TO AMERICA the day they flew over.
Identity Attack0.16801116
Insult0.0806213
Profanity0.020373698
Threat0.010343489
Severe Toxicity0.0064468384
Low Tox 0.19504376 Moderate Con 0.368 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Panjab Invasion
Panjab Invasion
Identity Attack0.17847598
Insult0.08508729
Profanity0.09744903
Threat0.04686524
Severe Toxicity0.023076924
Low Tox 0.19029272 Low Con 0.291 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Thanks Tyler for letting people know about India invasion
Thanks Tyler for letting people know about India invasion
Identity Attack0.20680901
Insult0.046178754
Profanity0.03690237
Threat0.011353259
Severe Toxicity0.006828308
Low Tox 0.19029272 Moderate Con 0.364 Fear_Threat
Jan 27, 2026 132 likes Inside Canada's Indian Invasion...
Caramel invasion et bien avant ça il y avait la ilef invasion mais sa personne n'en parle comme c'est bizarre
Caramel invasion et bien avant ça il y avait la ilef invasion mais sa personne n'en parle comme c'est bizarre
Identity Attack0.10221587
Insult0.12883772
Profanity0.053435806
Threat0.00704232
Severe Toxicity0.023076924
Low Tox 0.18744208 Moderate Con 0.324 Comparative_Framing
Feb 10, 2026 Inside Canada's Indian Invasion...
That's what invasion looks like
That's what invasion looks like
Identity Attack0.06613251
Insult0.030595649
Profanity0.044668075
Threat0.012803185
Severe Toxicity0.009117126
Low Tox 0.18459146 Low Con 0.25 Fear_Threat
Jan 16, 2026 Inside Canada's Indian Metropolis (Brampton)
this is an invasion not immigration
this is an invasion not immigration
Identity Attack0.109318495
Insult0.030926194
Profanity0.027547138
Threat0.00814271
Severe Toxicity0.0065612793
Low Tox 0.18079062 Low Con 0.255 Fear_Threat
Oct 3, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
THANK YOU!!! The invasion is just too much
THANK YOU!!! The invasion is just too much
Identity Attack0.054763943
Insult0.034672357
Profanity0.04065997
Threat0.013631714
Severe Toxicity0.009307861
Low Tox 0.1798404 Moderate Con 0.357 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
This is sabotage and betrayal of government power and external invasion. Wake up, canadians.
This is sabotage and betrayal of government power and external invasion. Wake up, canadians.
Identity Attack0.10221587
Insult0.06652143
Profanity0.013644327
Threat0.009851551
Severe Toxicity0.003490448
Low Tox 0.17805049 Low Con 0.148 Fear_Threat
Nov 22, 2025 Thousands of refugees allowed into …
What a joke. Immigration is not an invasion
What a joke. Immigration is not an invasion
Identity Attack0.10221587
Insult0.04910661
Profanity0.021740068
Threat0.006537435
Severe Toxicity0.003566742
Low Tox 0.17545098 Low Con 0.211 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
the invasion needs to stop
the invasion needs to stop
Identity Attack0.10221587
Insult0.02708937
Profanity0.042413518
Threat0.018710058
Severe Toxicity0.008049011
Low Tox 0.17545098 Low Con 0.17 Fear_Threat
Feb 24, 2026 2 likes Inside Canada's Indian Invasion...
Where is the Canadian ICE? This is an Invasion.
Where is the Canadian ICE? This is an Invasion.
Identity Attack0.10221587
Insult0.06285016
Profanity0.014805742
Threat0.008116818
Severe Toxicity0.005455017
Low Tox 0.17545098 Low Con 0.152 Fear_Threat
Jan 27, 2026 85 likes Inside Canada's Indian Invasion...
"Immigration without assimilation is an invasion." Javier Milei
"Immigration without assimilation is an invasion." Javier Milei
Identity Attack0.14233272
Insult0.04149419
Profanity0.019143965
Threat0.009048914
Severe Toxicity0.00541687
Low Tox 0.17371799 Low Con 0.224
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Lately, it has also been an African/Caribbean invasion. Canada has accepted so many migrants from those areas without having done any due diligence.
Lately, it has also been an African/Caribbean invasion. Canada has accepted so many migrants from those areas without having done any due diligence.
Identity Attack0.19495805
Insult0.036104713
Profanity0.012277958
Threat0.007029374
Severe Toxicity0.0037765503
Low Tox 0.17111848 Moderate Con 0.332 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
It’s an invasion of all of Canada.
It’s an invasion of all of Canada.
Identity Attack0.14019285
Insult0.033790905
Profanity0.015215653
Threat0.00933372
Severe Toxicity0.005302429
Low Tox 0.17111848 Low Con 0.173 Fear_Threat
Oct 4, 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.