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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: "Its not the people who …" 4,268 comments · Page 103 of 171
I'm not a fan of Indians but let's be real Canada is cold and empty and it needs people😅
I'm not a fan of Indians but let's be real Canada is cold and empty and it needs people😅
Identity Attack0.28034934
Insult0.06984934
Profanity0.03189224
Threat0.007624879
Severe Toxicity0.008392334
Low Tox 0.24442963 Moderate Con 0.449 Identity_Assertion
Feb 5, 2026 1 likes Inside Canada's Indian Invasion...
They are stereotyped often, not all Indians are bad and dirty thats often what people think with everything. They are a grinding working culture tbh not all, but the majority of them is serious when …
They are stereotyped often, not all Indians are bad and dirty thats often what people think with everything. They are a grinding working culture tbh not all, but the majority of them is serious when it comes to business.
Identity Attack0.27778897
Insult0.12702756
Profanity0.15371579
Threat0.008349842
Severe Toxicity0.008926392
Low Tox 0.24442963 Constructive 0.624 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
It’s bad , ik people who have kids and their kids can’t even find their first damn jobs
It’s bad , ik people who have kids and their kids can’t even find their first damn jobs
Identity Attack0.004994711
Insult0.059061307
Profanity0.5365423
Threat0.005731561
Severe Toxicity0.029626917
Low Tox 0.24282593 Moderate Con 0.438 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
I am shocked to hear this from a CBC reporter saying IMMIGRANTS get money from the government!! Where on earth did you get this ,outrageous information!! People who apply to come to Canada as legal …
I am shocked to hear this from a CBC reporter saying IMMIGRANTS get money from the government!! Where on earth did you get this ,outrageous information!! People who apply to come to Canada as legal immigrants , have to go through a strict points system.that can take years . Plus medical and security checks. They have to speak English or French , be educated and most of all have a skill ,trade or profession that Canada needs!as Canada does not have enough highly skilled workers. Like IT professionals, doctors ,engineers, nurses etc. They have to have a job offer .etc etc .They have to have the means to support themselves and their family . It is appalling to hear this nonsense and misinformation. Secondly when talking about refugees the ones who come across the border with no documentation, come on their own and do not fall in the 3 categories you mention? How outrageous are you to say the ones coming in illegally across the border are 1 privately sponsored, 2 government sponsored 3 or mix of both! This sort of wrong , I’ll informed information from CBC Reporter like you that causes racism, you should be ashamed-of yourself to do this outrageous, misleading and wrong information.CBC should apologize and remove this misinformation.
Identity Attack0.11047905
Insult0.09855611
Profanity0.13432594
Threat0.0074048014
Severe Toxicity0.008087158
Low Tox 0.24282593 Constructive 0.636
Jun 14, 2024 How much do refugees and …
These lawyers were milking the people
These lawyers were milking the people
Identity Attack0.031722516
Insult0.110259406
Profanity0.10797132
Threat0.013631714
Severe Toxicity0.006866455
Low Tox 0.24282593 Low Con 0.277 Policy_Critique
Nov 22, 2025 18 likes Quebec Ends Economic Immigration Program …
Our local governments literally tell you to your face and they wanna replace you and I’m not even talking about just white people. I’m talking about native citizens of United States Canada, UK Germany, etc. …
Our local governments literally tell you to your face and they wanna replace you and I’m not even talking about just white people. I’m talking about native citizens of United States Canada, UK Germany, etc. etc. they wanna have this whole destabilization of the voting blocks so that the government can literally run wild do whatever they want. It’s funny how the “great replacement“ is said to be “deboned“ online yeah it’s literally happening right in front of our faces and our government leaders across the world are just openly saying it even in America. It’s either massive legal immigration from the left or massive H1B visa immigration from the right they literally tell you right to your face that you are either “too lazy“ or “too stupid“ to do some of these jobs meanwhile, there are millions of smart citizens who are not only ready to work, but can do the jobs that the H1B visa people and the illegal immigrants do way better especially because most of the H1B jobs are literally working at a fucking gas station and anything the illegal immigrants are doing especially jobs in construction and labor. American citizens and Canadian citizens do a way better quality job. Never believe the PSYOP of immigrants being “way better workers“ that’s literally just just a flyable objectively untrue. A wise man once said if someone is willing to cheap out on labor, then they are willing to cheap out on the job.
Identity Attack0.21075934
Insult0.08484049
Profanity0.07611542
Threat0.012492486
Severe Toxicity0.008735657
Low Tox 0.24282593 Constructive 0.644 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Invite people from a country where they value a human life less than a pair of jeans and you expect them to abide by our rules? 😂
Invite people from a country where they value a human life less than a pair of jeans and you expect them to abide by our rules? 😂
Identity Attack0.1232452
Insult0.100019015
Profanity0.026590679
Threat0.008492245
Severe Toxicity0.0066375732
Low Tox 0.24282593 Low Con 0.268
Oct 2, 2025 IRCC Names India in Study …
I have zero issue with people wanting to come to Canada to build a better life for themselves, what I have a problem with is the cheating to get into the country from the rampant …
I have zero issue with people wanting to come to Canada to build a better life for themselves, what I have a problem with is the cheating to get into the country from the rampant fraud in India and then they cheat to get ahead like abusing the foreign temporary worker program to get kick backs and not trying to learn the language. If we went to India to do 1/10th of this we would be thrown in jail or worse
Identity Attack0.27340925
Insult0.089778624
Profanity0.030639706
Threat0.029933142
Severe Toxicity0.008392334
Low Tox 0.24282593 Constructive 0.597
Dec 14, 2025 Inside Canada's Indian Metropolis (Brampton)
Wondering if native peoples were saying that when they became minorities and white people became the majority.
Wondering if native peoples were saying that when they became minorities and white people became the majority.
Identity Attack0.2846865
Insult0.05203446
Profanity0.040158957
Threat0.008492245
Severe Toxicity0.006866455
Low Tox 0.24282593 Moderate Con 0.32 Moral_Argument
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
One wouldn't pronounce the English word pun as "poon" . So why do you insist on "Poooonjarb" after hearing Indian people pronounce it as "pun" "jaab" ? Sounds disrespectful.
One wouldn't pronounce the English word pun as "poon" . So why do you insist on "Poooonjarb" after hearing Indian people pronounce it as "pun" "jaab" ? Sounds disrespectful.
Identity Attack0.16993292
Insult0.123407245
Profanity0.108590275
Threat0.008401625
Severe Toxicity0.008888245
Low Tox 0.2412222 Moderate Con 0.416 Moral_Argument
Feb 22, 2026 Inside Canada's Indian Invasion...
Canada has lost itself allowing all this mass immigration to happen. I can assure you that there are millions of expired visas and fraudulent visas that the government claims to be checking on...but canadians know …
Canada has lost itself allowing all this mass immigration to happen. I can assure you that there are millions of expired visas and fraudulent visas that the government claims to be checking on...but canadians know that's a lie. So many don't want to learn english, assimilate to Canadian cultures and their entitlement is next level. They think they are above the law. If they love their culture so much and don't want to change...don't come to a better country like Canada just to make our country shit. The first guy speaking truth, even knows it's too much and out of control. And I can assure you all these so called doctors and engineers and so forth aren't the majority of immigrants coming in - being an amazon driver, working at Tim's or a gas station isn't a special skill set. And the smuggler guy - yeah those are exactly the type of people we want in our countries...they are shady, dangerous and break law as like it's a proper day job.
Identity Attack0.1808059
Insult0.1469393
Profanity0.02030538
Threat0.008013252
Severe Toxicity0.0063323975
Low Tox 0.2412222 Constructive 0.593 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
I was born and raised in Canada. Been here for 52 years but I won't die here. This ISN'T Canada anymore. My teenage daughter couldn't find her first summer job, she had to work for …
I was born and raised in Canada. Been here for 52 years but I won't die here. This ISN'T Canada anymore. My teenage daughter couldn't find her first summer job, she had to work for her grandparents at their house gardening. Every single....no exaggeration...Tim Hortons, fast food place, Walmart....every single business in my town has 95% East Indians who don't even speak English. We can't find a doctor or housing. Our beaches and green spaces are getting dumped on continually by people that don't respect our country. Omg I could go on but why bother....the government doesn't listen.🙄
Identity Attack0.22707681
Insult0.11978693
Profanity0.036401358
Threat0.009023022
Severe Toxicity0.0090408325
Low Tox 0.2412222 Constructive 0.672
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
As an indian I can agree but india can't even give good jobs to its own citizens how do yo expect us to sit here die . Our government does nothing for LGBT rights because …
As an indian I can agree but india can't even give good jobs to its own citizens how do yo expect us to sit here die . Our government does nothing for LGBT rights because of which many people migrate to live a better life
Identity Attack0.27875587
Insult0.06652143
Profanity0.04291453
Threat0.016810767
Severe Toxicity0.0090408325
Low Tox 0.2412222 Constructive 0.634 Personal_Narrative
Feb 9, 2026 Inside Canada's Indian Invasion...
Bro they are upper class Indians they are normal as people live in India.
Bro they are upper class Indians they are normal as people live in India.
Identity Attack0.27759558
Insult0.08434689
Profanity0.077731855
Threat0.009411395
Severe Toxicity0.012054443
Low Tox 0.2412222 Low Con 0.188 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
Time clean up immigration Canada now fired people foreigners back home now hire candians people know how do their jobs now
Time clean up immigration Canada now fired people foreigners back home now hire candians people know how do their jobs now
Identity Attack0.27778897
Insult0.06757036
Profanity0.015010698
Threat0.012233571
Severe Toxicity0.007972717
Low Tox 0.2412222 Low Con 0.207 Call_To_Action
Dec 19, 2025 IRCC Names India in Study …
These old people think Indians get free visas . Mate its tougher compared to your parents. There are lot of more checks, skills, education which is checked compared to your parents
These old people think Indians get free visas . Mate its tougher compared to your parents. There are lot of more checks, skills, education which is checked compared to your parents
Identity Attack0.22458547
Insult0.08831572
Profanity0.054938845
Threat0.02181799
Severe Toxicity0.00919342
Low Tox 0.2412222 Moderate Con 0.421 Policy_Critique
Oct 11, 2025 Inside Canada's Indian Metropolis (Brampton)
Craziest thing about the government is they don’t have a clue about what Canadians people think about all this,they do as thou wilt.
Craziest thing about the government is they don’t have a clue about what Canadians people think about all this,they do as thou wilt.
Identity Attack0.08831879
Insult0.17610447
Profanity0.026317406
Threat0.006822242
Severe Toxicity0.0038337708
Low Tox 0.2396185 Low Con 0.256 Policy_Critique
Mar 1, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
A man of Portugese origin (who were not even considered as White as the WASPS and Northern-Central Europeans till 9.11) is calling white Canadians "native". He should ask his ancestors and the ancestors of his …
A man of Portugese origin (who were not even considered as White as the WASPS and Northern-Central Europeans till 9.11) is calling white Canadians "native". He should ask his ancestors and the ancestors of his fellow Southern European friends the kind of problems they felt and how difficult it was for them to assimilate in the society. Discrimination against Italians and the internal migration from NY to NJ is known to most people. Spanish were not even granted citizenship for the most part. I agree that immigrants should assimilate, not create a dirty atmosphere and be respectful but the xenophobia in this video is insane and so ironic, coming from a Portugese man.
Identity Attack0.28034934
Insult0.0810151
Profanity0.02119352
Threat0.008789998
Severe Toxicity0.006828308
Low Tox 0.2396185 Constructive 0.791 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Lmfao the Canadian government is going to arrest a few of these people 😅😅😅 for their words
Lmfao the Canadian government is going to arrest a few of these people 😅😅😅 for their words
Identity Attack0.053854458
Insult0.06722072
Profanity0.0684662
Threat0.091630474
Severe Toxicity0.008354187
Low Tox 0.2396185 Low Con 0.181
Jan 27, 2026 Inside Canada's Indian Invasion...
Who really wants to work? Especially on Mondays and Fridays! Honestly, I'd prefer to collect unemployment, live in my mom's basement, smoke weed, play video games, and complain about all the hardworking Indian folks. It …
Who really wants to work? Especially on Mondays and Fridays! Honestly, I'd prefer to collect unemployment, live in my mom's basement, smoke weed, play video games, and complain about all the hardworking Indian folks. It just seems easier than putting in the hustle. I don't understand what the problem is. If someone wants to work, we should let them. Clearly, we have different priorities. We only get one life—just enjoy it and keep complaining about all the Indian people actually doing the work. We need someone to hate and complain about so we can hide our laziness. Honestly, if they leave, we’ll have to go to work, and I don’t think that's going to be easy. So, I'll say thanks to the foreigners who are actually working and paying taxes so we can collect our welfare checks.
Identity Attack0.23239216
Insult0.08484049
Profanity0.064458095
Threat0.012596053
Severe Toxicity0.008773804
Low Tox 0.2396185 Constructive 0.586 Humor_Satire
Aug 29, 2025 Why Canadians Are Turning Against …
This is how liberals maintain power, as people wake up to corruption, bring in more immigrants whose citizenship and free money depends on bad policies
This is how liberals maintain power, as people wake up to corruption, bring in more immigrants whose citizenship and free money depends on bad policies
Identity Attack0.14661247
Insult0.110259406
Profanity0.019075647
Threat0.007883795
Severe Toxicity0.0037956238
Low Tox 0.2396185 Low Con 0.26 Unverified_Claim
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
When you white people came here from europe back in time did native peoples ask you the same question or you guys answered them honestly?
When you white people came here from europe back in time did native peoples ask you the same question or you guys answered them honestly?
Identity Attack0.27875587
Insult0.056719027
Profanity0.073529124
Threat0.008323951
Severe Toxicity0.007820129
Low Tox 0.2396185 Low Con 0.216 Moral_Argument
Feb 5, 2026 8 likes Inside Canada's Indian Invasion...
8:57 🤣 Grandpas’s out here shirtless giving interviews about other people not wearing clothes inside their own homes… 🤡
8:57 🤣 Grandpas’s out here shirtless giving interviews about other people not wearing clothes inside their own homes… 🤡
Identity Attack0.014852738
Insult0.0811385
Profanity0.050680235
Threat0.008103873
Severe Toxicity0.006904602
Low Tox 0.2396185 Low Con 0.164
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
On 5:20 the lady says I came 50 years ago, and she barely speaks English. How is it possible? Simple people worldwide have to tear their buts up to get high scores in CELPIP, IELTS, …
On 5:20 the lady says I came 50 years ago, and she barely speaks English. How is it possible? Simple people worldwide have to tear their buts up to get high scores in CELPIP, IELTS, getting 10-11 out of 12, and still not enoughj points for application. But how the people like the ones on the video (guy on 4th minute) and the lady on the 5th minute) infiltrated into Canada? Pure abuse
Identity Attack0.04925346
Insult0.11464815
Profanity0.09260304
Threat0.010110466
Severe Toxicity0.0077819824
Low Tox 0.23812068 Constructive 0.516
Oct 17, 2025 Inside Canada's Indian Metropolis (Brampton)
I came here as immigrant and enhanced my knowledge, I went to study and enabled myself to find a job. By God grace and especially Canadian people support I have a job and a roof. …
I came here as immigrant and enhanced my knowledge, I went to study and enabled myself to find a job. By God grace and especially Canadian people support I have a job and a roof. It’s a blessed land here and I love Canada. People coming here to challenge Canadians values and culture should be deported back to where they belong. God bless Canada
Identity Attack0.23846684
Insult0.0670459
Profanity0.015591404
Threat0.018882722
Severe Toxicity0.0075531006
Low Tox 0.23812068 Constructive 0.639 Personal_Narrative
Sep 3, 2025 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.