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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

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Active: "We are with you, Canada." 6,088 comments · Page 109 of 244
Canada is truly becoming India. I am from the states and just visited Toronto during a work trip. Starting from airport, most people working there are INDIANS, then got to the city center. Oh boy, …
Canada is truly becoming India. I am from the states and just visited Toronto during a work trip. Starting from airport, most people working there are INDIANS, then got to the city center. Oh boy, It was an Indian CITY.
Identity Attack0.36702603
Insult0.08582769
Profanity0.025634222
Threat0.0071588317
Severe Toxicity0.010070801
Low Tox 0.27975297 Constructive 0.591
Oct 10, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Thanks for covering this! The last 5 years have been crazy as a Canadian born you wouldn’t recognize this place anywhere across Canada
Thanks for covering this! The last 5 years have been crazy as a Canadian born you wouldn’t recognize this place anywhere across Canada
Identity Attack0.18705739
Insult0.24287975
Profanity0.029596692
Threat0.006738094
Severe Toxicity0.0050354004
Low Tox 0.27975297 Constructive 0.516 Personal_Narrative
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
So it's okay for the French to do it but if any other province or territory in Canada did it we'd be called racist
So it's okay for the French to do it but if any other province or territory in Canada did it we'd be called racist
Identity Attack0.27875587
Insult0.10587067
Profanity0.027820412
Threat0.007870848
Severe Toxicity0.006942749
Low Tox 0.2786282 Moderate Con 0.387
Nov 21, 2025 1 likes Quebec Ends Economic Immigration Program …
CANADA WILL COLLAPSE IN POVERTY AND CRIME AND DESPAIR
CANADA WILL COLLAPSE IN POVERTY AND CRIME AND DESPAIR
Identity Attack0.19890837
Insult0.100019015
Profanity0.01982715
Threat0.04029291
Severe Toxicity0.01121521
Low Tox 0.2786282 Low Con 0.119 Fear_Threat
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Canada is not originally the land of whites. Please remember that.
Canada is not originally the land of whites. Please remember that.
Identity Attack0.36702603
Insult0.06442356
Profanity0.024951037
Threat0.007793174
Severe Toxicity0.007286072
Low Tox 0.2786282 Moderate Con 0.313 Identity_Assertion
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Indians want to turn Canada into the same place they left... while getting paid for the privilege.
Indians want to turn Canada into the same place they left... while getting paid for the privilege.
Identity Attack0.316
Insult0.082619295
Profanity0.021603432
Threat0.0074306927
Severe Toxicity0.0063323975
Low Tox 0.2786282 Low Con 0.262 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I’m grew up in Brampton, born here to immigrant parents who came in the 90s. The new generation of immigrants have really created a bad image for Indians here, I will encounter all kinds of …
I’m grew up in Brampton, born here to immigrant parents who came in the 90s. The new generation of immigrants have really created a bad image for Indians here, I will encounter all kinds of racism online or in real life, and the hatred is real. I wish it wasn’t so, but Brampton and for that matter the GTA is not equipped to handle these many people. Then you get the sheer number of illegal rooming houses, fraud, general disrespect for the norms and traditions of Canada from the newer generations of immigrants it just really paints a bad picture of Indian people. I hope things can change and both Indians and Canadians can live together and foster mutual respect for each other, but we are a long ways away
Identity Attack0.2831485
Insult0.16831873
Profanity0.02795705
Threat0.009204263
Severe Toxicity0.008964539
Low Tox 0.2786282 Constructive 0.788 Personal_Narrative
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Indians have been in Canada since since the early 19th century. These people act like the Indians just appeared over night
Indians have been in Canada since since the early 19th century. These people act like the Indians just appeared over night
Identity Attack0.36702603
Insult0.08484049
Profanity0.027410502
Threat0.0074954215
Severe Toxicity0.007095337
Low Tox 0.2786282 Low Con 0.242 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Its the government thats the problem, obviously 3rd worlders arent going to say no to coming here. The government of Canada and their cucking for open border policies on behest of their Davos overloads are …
Its the government thats the problem, obviously 3rd worlders arent going to say no to coming here. The government of Canada and their cucking for open border policies on behest of their Davos overloads are the real issue.
Identity Attack0.120924085
Insult0.17858955
Profanity0.10982819
Threat0.009256045
Severe Toxicity0.008010864
Low Tox 0.27750343 Low Con 0.17 Policy_Critique
Feb 13, 2026 Inside Canada's Indian Invasion...
The black people in Canada is 4.6%. We need to bring that down to 1%.
The black people in Canada is 4.6%. We need to bring that down to 1%.
Identity Attack0.36702603
Insult0.06617179
Profanity0.030890211
Threat0.008789998
Severe Toxicity0.008125305
Low Tox 0.27750343 Moderate Con 0.329 Unverified_Claim
Aug 25, 2025 Why Canadians Are Turning Against …
I live in brampton, and it is actually wild. Every single business has been bought and turned indian. Go to Walmart, im.the only white guy. I have nothing against indian. I would feel the same …
I live in brampton, and it is actually wild. Every single business has been bought and turned indian. Go to Walmart, im.the only white guy. I have nothing against indian. I would feel the same if it was any race , including white people. There should be diversity it should just be equal. They let way to many people into canada way to easy
Identity Attack0.34000012
Insult0.06774519
Profanity0.05268429
Threat0.009592636
Severe Toxicity0.009918213
Low Tox 0.27750343 Constructive 0.591 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
without indian canada will be losing 90% of business thats the reality
without indian canada will be losing 90% of business thats the reality
Identity Attack0.35299334
Insult0.06921569
Profanity0.026317406
Threat0.011327368
Severe Toxicity0.0090408325
Low Tox 0.27750343 Low Con 0.133 Economic_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
too many Bungadoos in Canada ...go home Bungadoo
too many Bungadoos in Canada ...go home Bungadoo
Identity Attack0.18002926
Insult0.22303216
Profanity0.031140719
Threat0.007961469
Severe Toxicity0.008506775
Low Tox 0.27750343 Low Con 0.167 Identity_Assertion
Aug 25, 2025 Why Canadians Are Turning Against …
Just a tiny glimpse at how bad it is, crimes across the board way up, B.C wants a state of emergency called because of all the extortion and shootings. Liberals destroyed Canada.
Just a tiny glimpse at how bad it is, crimes across the board way up, B.C wants a state of emergency called because of all the extortion and shootings. Liberals destroyed Canada.
Identity Attack0.10221587
Insult0.14331897
Profanity0.021466793
Threat0.13178273
Severe Toxicity0.0063323975
Low Tox 0.27750343 Moderate Con 0.41 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
new immigrants should only be allowed to work in construction building houses. thats it. immigrants should NOT be allowed to work in IT or any white collar jobs. immigrants should NOT be allowed to buy …
new immigrants should only be allowed to work in construction building houses. thats it. immigrants should NOT be allowed to work in IT or any white collar jobs. immigrants should NOT be allowed to buy houses unless they build the house themselves by their own hands. immigrants should be increasing the housing supply, not decreasing it. immigrants should be required to build at least 1 house during their first year in canada, or be deported. only immigrants who have some experience working in construction can be allowed in. we should only accept young immigrants under 32, because only young people will assimilate. for those over 32 years old, must be rejected because they are too old and wont assimilate. immigrants should not be allowed into universities, theres no space and tuition is too high. only canada born canadians can attend universities. immigrants must also have a minimum net worth of $50K. their total assets of stocks, crypto, house, car, etc., must be at least $50K or deport. we dont need anymore poor immigrants!
Identity Attack0.3043136
Insult0.08582769
Profanity0.025087673
Threat0.012130005
Severe Toxicity0.011062622
Low Tox 0.2763787 Moderate Con 0.382
Aug 29, 2025 2 likes Why Canadians Are Turning Against …
Hopefully they all stay in Canada!!! Don’t come to the 🇺🇸 I.C.E will drag you out your car/house and send you back to your home country!!!
Hopefully they all stay in Canada!!! Don’t come to the 🇺🇸 I.C.E will drag you out your car/house and send you back to your home country!!!
Identity Attack0.27701542
Insult0.07333439
Profanity0.017777596
Threat0.03235042
Severe Toxicity0.01083374
Low Tox 0.2763787 Moderate Con 0.396 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
My parents came to Canada over 30 years ago with employable skills and money to support ourselves. We go through Canadian education system, get Canadian jobs and pay Canadian taxes. We still celebrate our own …
My parents came to Canada over 30 years ago with employable skills and money to support ourselves. We go through Canadian education system, get Canadian jobs and pay Canadian taxes. We still celebrate our own heritage with food and holiday but we do them in our own house. Not sticking into people’s faces. I feel that’s how immigration should be like. Not hordes of illegals and refugees that ruins our society and cost us loads of tax payer dollars. Now with Canada being India land, I’ll have no choice but leave this country eventually, I’ll have no choice but finding a better place to retire.
Identity Attack0.2854555
Insult0.16780703
Profanity0.025634222
Threat0.011275585
Severe Toxicity0.010604858
Low Tox 0.2763787 Constructive 0.708 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
WHY DON’T THEY DO THEIR WORK AND ACTUALLY CONFIRM WHETHER SOME FAKE STUDENT FROM INDIA WHOSE NOW ILLEGALLY OVERSTAYING IN CANADA IS ACTUALLY NONCOMPLIANT? DO WHAT WE PAY YOUR FOR YOUR ACTUAL JOBS
WHY DON’T THEY DO THEIR WORK AND ACTUALLY CONFIRM WHETHER SOME FAKE STUDENT FROM INDIA WHOSE NOW ILLEGALLY OVERSTAYING IN CANADA IS ACTUALLY NONCOMPLIANT? DO WHAT WE PAY YOUR FOR YOUR ACTUAL JOBS
Identity Attack0.25986546
Insult0.15236975
Profanity0.020510335
Threat0.007417747
Severe Toxicity0.00667572
Low Tox 0.2763787 Low Con 0.261
Sep 30, 2025 IRCC Names India in Study …
Why come to Canada to go to community colleges. Because most of the schools they are attending are in strip malls. Those people should not be here. If they are not smart enough for a …
Why come to Canada to go to community colleges. Because most of the schools they are attending are in strip malls. Those people should not be here. If they are not smart enough for a university entry, they are not the brain power we want. Those schools should be closed and a head count mandatory. We don't need the truck drivers or waitstaff at restaurants. The businesses that are only employing students that are from India need to be fined and held accountable. They are using government funding for their wages these are jobs that Canadians need and are rejected because the are not from India. It is racist and why should our taxes pay their wage while Canadian students are left with no jobs to help with the cost of university or housing.
Identity Attack0.25817248
Insult0.16883044
Profanity0.029596692
Threat0.01508414
Severe Toxicity0.010910034
Low Tox 0.2763787 Constructive 0.618
Oct 7, 2025 IRCC Names India in Study …
Khalistani land Canada
Khalistani land Canada
Identity Attack0.3072352
Insult0.16875735
Profanity0.10240069
Threat0.044925548
Severe Toxicity0.02378681
Low Tox 0.2763787 Low Con 0.18 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canada RIP, but no worries after Carney drives the country into the ground, we will rise from the ashes as Brookfield LLP , New flag to come in the future..Then as supreme leader he will …
Canada RIP, but no worries after Carney drives the country into the ground, we will rise from the ashes as Brookfield LLP , New flag to come in the future..Then as supreme leader he will have his slaves working for a dollar day.
Identity Attack0.08749158
Insult0.16875735
Profanity0.023789622
Threat0.015256803
Severe Toxicity0.006752014
Low Tox 0.2763787 Low Con 0.253 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Canada's government been compromised by immigrants and illegal immigrants anchor babies. Now the immigrants there speaking as if they're natives of Canada therefore blame that government heavy.
Canada's government been compromised by immigrants and illegal immigrants anchor babies. Now the immigrants there speaking as if they're natives of Canada therefore blame that government heavy.
Identity Attack0.2808415
Insult0.1469393
Profanity0.015249812
Threat0.008194493
Severe Toxicity0.006790161
Low Tox 0.27525392 Moderate Con 0.386 Unverified_Claim
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Imported from India to Canada 🇨🇦😑👎
Imported from India to Canada 🇨🇦😑👎
Identity Attack0.2783691
Insult0.11172232
Profanity0.025360947
Threat0.007197669
Severe Toxicity0.011672974
Low Tox 0.27525392 Low Con 0.175 Identity_Assertion
Feb 18, 2026 Canadian immigration officers investigating hundreds …
15:58 Yeah should be happy its Indians honestly. And I cant fualt that community for not having homless, they probably take care of their own. But is at fualt for this, is the level in …
15:58 Yeah should be happy its Indians honestly. And I cant fualt that community for not having homless, they probably take care of their own. But is at fualt for this, is the level in which the people coming sometimes do know the fruad going on through the government and seem to tihnk they are entitled. But not their fualt at the end of the day.. And the only thing I would be angry about is, one if I was already living there and there wasnt some vote to let it happen. And in that case, if there was, then its really on the community for not saying no. But no, the trouble is when we hear and they pay no taxes, but this 3 times disabled dude whos worked 20 years already and paid, doesnt get any help. Yeah, thats appearantly here in America and Canada. Is their a reason our governments cannot do this proper and with class?
Identity Attack0.28034934
Insult0.10148193
Profanity0.16078159
Threat0.031314444
Severe Toxicity0.014511578
Low Tox 0.27525392 Constructive 0.832 Policy_Critique
Dec 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Poor countries are unfree and have higher malnutrition. That causes lower IQs. It’s why North Korea has lower IQs than South Korea. IQs are not fixed in stone. North Korean IQs improve when they escape …
Poor countries are unfree and have higher malnutrition. That causes lower IQs. It’s why North Korea has lower IQs than South Korea. IQs are not fixed in stone. North Korean IQs improve when they escape to South Korea. And Canada’s immigration program is selective. Funny how racists like to pretend that immigration isn’t selective. It’s to prevent immigrants from being on welfare more than the citizen population, which is how it should be. Higher-skilled workers are mostly chosen to immigrate. They make good money through their skills, and are giving back to the country through paying taxes. This includes Africans, especially Christian ones. This guy isn’t fully using his head, ironically.
Identity Attack0.24293575
Insult0.191015
Profanity0.020510335
Threat0.0073918556
Severe Toxicity0.0062179565
Low Tox 0.27525392 Constructive 0.545 Economic_Argument
Feb 18, 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.