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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: "If your country is so …" 3,912 comments · Page 59 of 157
They ruined this country for post nationalism there are books on this that proudly spout Canada is past the point of no return they did it on purpose replace white people gonna be 46% in …
They ruined this country for post nationalism there are books on this that proudly spout Canada is past the point of no return they did it on purpose replace white people gonna be 46% in 2041 down from 95% in 1990 https://www150.statcan.gc.ca/n1/daily-quotidien/220908/g-a005-eng.htm were cooked all planned
Identity Attack0.36733335
Insult0.1711343
Profanity0.12551236
Threat0.046541955
Severe Toxicity0.017093835
Moderate 0.3722269 Low Con 0.249 Fear_Threat
Jun 20, 2025 1 likes How Canada broke its immigration …
Canada is a country built of immigrants, Indian, Chinese, Arab AND white people AND much more. Can we stop this racist narrative in 2026. There are bigger problems in the world, and if your neighbour …
Canada is a country built of immigrants, Indian, Chinese, Arab AND white people AND much more. Can we stop this racist narrative in 2026. There are bigger problems in the world, and if your neighbour being indian is bothering you, you need to look around and rethink your priorities.
Identity Attack0.44690517
Insult0.20434737
Profanity0.026180768
Threat0.008194493
Severe Toxicity0.01322045
Moderate 0.37073207 Constructive 0.573 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
the truth is immgriants do not have choice to get way from minimum wage, cuz that is the reason employer want to hire them, if they asked more money, they would be lay off. NEW …
the truth is immgriants do not have choice to get way from minimum wage, cuz that is the reason employer want to hire them, if they asked more money, they would be lay off. NEW SLAVERY!! import more immigrants (slaves from third world countries) to keep canada developing. what a wonderful world we have~
Identity Attack0.39207554
Insult0.24928534
Profanity0.03915693
Threat0.012026439
Severe Toxicity0.02116089
Moderate 0.37073207 Moderate Con 0.348 Economic_Argument
Sep 24, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Thanks to your liberal Gov. letting UNKOWN WHO EVER across our boarder AND FLOWN IN allowed to stay sucking up YOUR paychq with extra taxes to pay for thier housing/rent, food, medical services. Here's is …
Thanks to your liberal Gov. letting UNKOWN WHO EVER across our boarder AND FLOWN IN allowed to stay sucking up YOUR paychq with extra taxes to pay for thier housing/rent, food, medical services. Here's is food for thought (I'm 65+) ww2. People would flee thier country so back then 10 people being caught coming into a unkown country 1 or 2 from that group were spys to destroy that country. Heres my point>> When Canada/bleeding hearts let thousands of unkown into our land how many ARE CRIMINALS, GANG CARTIL, and by the way the world is now looking at Canada as a NARCO country which means politics is now controled by CARTIL, GANG, CORRUPTION. CHECK IT OUT IN GOOGLE .... is canada a narco state>> The writing is on the wall.
Identity Attack0.116281845
Insult0.36798462
Profanity0.18663849
Threat0.012647836
Severe Toxicity0.021806452
Moderate 0.36867723 Constructive 0.523 Fear_Threat
Feb 18, 2026 Canadian immigration officers investigating hundreds …
1. The PROBLEM is WHO Canada lets in! ANYONE that has applied for Asylum, should be rounded up and deported, many of them were DENIED Asylum by the U.S. and other countries because they have …
1. The PROBLEM is WHO Canada lets in! ANYONE that has applied for Asylum, should be rounded up and deported, many of them were DENIED Asylum by the U.S. and other countries because they have ties to Terrorist or Criminal Organizations! (I could post a List of Known Terrorist Groups Operating in Canada, Most are from Muslim countries, India, Pakistan, and Palestine!) 2. Any Immigrant that REFUSE to comply with Canadian Laws needs to be Deported! (Example: Not having to wear motorcycle helmets for "Religious reasons" and that kind of stuff!) 3. If an Immigrant commits a crime it is INSTANT DEPORTATION, never to be allowed Entry Again! (including any and all members of their Families!) 4. Canada needs to STOP subsidizing these Immigrants PAY! You want to come to work, Fine You EARN your ENTIRE Pay Check like everyone else does! (I know at least ONE Employer that is Scamming part of the Subsidy for themselves instead of paying workers what they are supposed to pay them! I am sure there are others!) 5. If you throw a protest for a Known Terror group, INSTANT Deportation!
Identity Attack0.38699543
Insult0.25800487
Profanity0.036651865
Threat0.050098058
Severe Toxicity0.02258113
Moderate 0.36867723 Constructive 0.554
Sep 1, 2025 1 likes Why Canadians Are Turning Against …
Guys this looks like a country who's leaders are kows
Guys this looks like a country who's leaders are kows
Identity Attack0.12735364
Insult0.3470427
Profanity0.16915557
Threat0.009204263
Severe Toxicity0.013736901
Moderate 0.36867723 Low Con 0.19
Sep 30, 2025 IRCC Names India in Study …
I felt the racism coming through the screen. Using Canada as a "stepping stone" to "sneak into the greatest country on earth" was funny though - it really shows how self-obsessed Americans can be. India …
I felt the racism coming through the screen. Using Canada as a "stepping stone" to "sneak into the greatest country on earth" was funny though - it really shows how self-obsessed Americans can be. India has its problems, but Indians legally migrating to Canada should not be seen as criminals. The visuals used were also very offsetting - when a woman said India is a beautiful country, you showed us dirty Indian roads. We can do that too: show people of Fentanyl and drug overdoses whenever you say "greatest country on earth." Over 40% of Canadian immigrants are economic class immigrants who go through rigorous points-based selection (IRCC, 2023) Indian immigrants to Canada have higher educational attainment than the Canadian average - 52% hold bachelor's degrees or higher compared to 34% of the general population The US has approximately 107,000 drug overdose deaths annually (CDC, 2023), with fentanyl involved in over 70% of cases India-Canada remittances totaled $5.7 billion in 2022, contributing significantly to both economies Indian-Canadians have lower unemployment rates (5.8%) than the national average (5.9%)
Identity Attack0.38318536
Insult0.336253
Profanity0.07967158
Threat0.012647836
Severe Toxicity0.016383713
Moderate 0.36867723 Constructive 0.75 Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Ruined the country and I'm of south Asian descent
Ruined the country and I'm of south Asian descent
Identity Attack0.36803186
Insult0.10294484
Profanity0.13873272
Threat0.055270568
Severe Toxicity0.019095084
Moderate 0.36867723 Moderate Con 0.412 Policy_Critique
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
Send them all back and blacklist them from ever returning. They commited fraud the illegally enter the country.
Send them all back and blacklist them from ever returning. They commited fraud the illegally enter the country.
Identity Attack0.28883415
Insult0.25602314
Profanity0.041661996
Threat0.13768311
Severe Toxicity0.017093835
Moderate 0.36867723 Low Con 0.187 Call_To_Action
Oct 2, 2025 IRCC Names India in Study …
You can’t import low trust scammers into a country of high trust kind hearted people
You can’t import low trust scammers into a country of high trust kind hearted people
Identity Attack0.10221587
Insult0.38406035
Profanity0.0961592
Threat0.009281937
Severe Toxicity0.010528564
Moderate 0.36867723 Low Con 0.228 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Send them back before the country dies.
Send them back before the country dies.
Identity Attack0.046159767
Insult0.0720671
Profanity0.06145202
Threat0.44942492
Severe Toxicity0.019224197
Moderate 0.36867723 Low Con 0.157 Fear_Threat
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
As a Canadian thank you for documenting the filth in our country
As a Canadian thank you for documenting the filth in our country
Identity Attack0.20088354
Insult0.34548226
Profanity0.08549073
Threat0.006757513
Severe Toxicity0.009689331
Moderate 0.36867723 Moderate Con 0.44 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
the homeless people who would rather starve at the shelter instead are just too racist to go to the gurdwara for free food, or to realise they immigrants are actually kind and hard working. Not …
the homeless people who would rather starve at the shelter instead are just too racist to go to the gurdwara for free food, or to realise they immigrants are actually kind and hard working. Not everyone is like that in my experience, I'm not from brampton but I'm sikh and I have sikh friends who are white and indigenous as well. One thing people don't realise is a lot of Canadians are actually really racist. You clearly saw that from the interview of the guy and his wife who was an RN, they passed the exam fair and square but I feel like his lack of understanding of the English language didn't get his point across right. The point he missed was the quality of life is higher in Canada, In India it's way easier, the cost of living is way cheaper, there's tons of cheap labour to hire maids for all your house work for example which is common in their culture, but as you've probably seen online, India isn't the cleanest or friendliest place to be, and if he was a nurse in India he would probably be broke without a good job, and having the opportunity to find good high paying jobs in something that Canadians also do when they travel to the US if a position in their field isn't available in whatever local city they grew up in. The main issue stems from international students from like after covid, regardless of country, India is in the spotlight because there's just more indians compared to other countries international students but its all the same stuff, you have kids from all over the world that might not have learned the same cultural practices, fresh 16-18 year olds living alone for the first time that have to do all their own chores and don't even know how to take care of themselves in some cases or do laundry or anything like that and it doesn't mean they were illegal immigrants or anything, just that they never put in the effort to learn because they were too entitled, its the same with entitled kids that go to Korea or Japan from north America as well that don't learn their culture and customs and misbehave because they are too entitled, and once you understand that you can see the bigger picture more clearly instead of just defaulting to racism. Also I'm not saying they can't be frustrated, its frustrating for everyone, even for me but racism isn't the answer.
Identity Attack0.38699543
Insult0.2817503
Profanity0.06646215
Threat0.015256803
Severe Toxicity0.016771052
Moderate 0.36867723 Constructive 0.855 Moral_Argument
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Now we have fake refugees, fake workers, somehow people now can become Canadian citizens if they are born in a different country???
Now we have fake refugees, fake workers, somehow people now can become Canadian citizens if they are born in a different country???
Identity Attack0.36873037
Insult0.3388922
Profanity0.024814399
Threat0.0076119336
Severe Toxicity0.012574885
Moderate 0.3666224 Low Con 0.226 Unverified_Claim
Feb 17, 2026 5 likes LILLEY UNLEASHED: The fall of …
It’s all about the collages and universities keeping the professors and teachers working.. Doesn’t matter what it’s doing to Canadians in the background as long as they stay relevant and get a pay check while …
It’s all about the collages and universities keeping the professors and teachers working.. Doesn’t matter what it’s doing to Canadians in the background as long as they stay relevant and get a pay check while teaching courses that will NOT help students in the real world.. This student immigration is a scam and we all know it, now we need politicians with big enough balls to stop this program and remove everyone that is non compliant and we start taking back our country.
Identity Attack0.07591068
Insult0.25800487
Profanity0.25549942
Threat0.03304107
Severe Toxicity0.01502803
Moderate 0.3666224 Moderate Con 0.455
Oct 1, 2025 1 likes IRCC Names India in Study …
I am Indian (only ethnical not national) who got a job in Canada after doing my engineering degree from Singapore (my country). I chose Canada because it is cold, big and very unpopulated. But now …
I am Indian (only ethnical not national) who got a job in Canada after doing my engineering degree from Singapore (my country). I chose Canada because it is cold, big and very unpopulated. But now i left because too many competition and no more the peace. I hated populations.
Identity Attack0.39677486
Insult0.21836096
Profanity0.082581155
Threat0.011974656
Severe Toxicity0.014253352
Moderate 0.3666224 Constructive 0.657 Personal_Narrative
Feb 7, 2026 Inside Canada's Indian Invasion...
Go back to hour country
Go back to hour country
Identity Attack0.30103904
Insult0.191015
Profanity0.08452088
Threat0.01508414
Severe Toxicity0.01896597
Moderate 0.3666224 Low Con 0.263
Sep 10, 2025 Why Canadians Are Turning Against …
I think they should all be sent back. our country is NOT their India 2.0
I think they should all be sent back. our country is NOT their India 2.0
Identity Attack0.38445538
Insult0.22303216
Profanity0.087430455
Threat0.057856824
Severe Toxicity0.023076924
Moderate 0.3666224 Moderate Con 0.308
Sep 29, 2025 IRCC Names India in Study …
Christians and muslims deserve eachother they don't like kind ,humble ,caring and progressive people, these Canadians would be better if there situation becomes like london ,where muslims even force you to follow their religion and …
Christians and muslims deserve eachother they don't like kind ,humble ,caring and progressive people, these Canadians would be better if there situation becomes like london ,where muslims even force you to follow their religion and do daily riots and try to claim the land without even doing any progress in the country....while indians who work hard for the country they live in make it prosperous with opportunity they do philanthropy, charity still getting hate for few bad people... You people really don't deserve kindness
Identity Attack0.44690517
Insult0.24928534
Profanity0.04216301
Threat0.017156094
Severe Toxicity0.017868511
Moderate 0.3666224 Moderate Con 0.494 Identity_Assertion
Nov 12, 2025 Inside Canada's Indian Metropolis (Brampton)
This is what Ive been waiting for, B town baby. I am an indian and am not at all proud of people leaving their own country to go be treated like dogs in other countries. …
This is what Ive been waiting for, B town baby. I am an indian and am not at all proud of people leaving their own country to go be treated like dogs in other countries. All the punjabis and sindhis want to go to canada. Thx for making the vid. I will share with my ex classmates who work at gas stations lol.
Identity Attack0.38185352
Insult0.27558193
Profanity0.13785136
Threat0.026479885
Severe Toxicity0.02296847
Moderate 0.3666224 Constructive 0.634
Jan 27, 2026 Inside Canada's Indian Invasion...
Wow . Pagan idols in a Christian country
Wow . Pagan idols in a Christian country
Identity Attack0.3817989
Insult0.25800487
Profanity0.097129054
Threat0.00866054
Severe Toxicity0.015609037
Moderate 0.3666224 Low Con 0.178 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Finally I don't feel bad for being white and being Canadian I love my country and everyone in it as long as we keep Canada Canada the Muslims can move on
Finally I don't feel bad for being white and being Canadian I love my country and everyone in it as long as we keep Canada Canada the Muslims can move on
Identity Attack0.44690517
Insult0.12883772
Profanity0.08290444
Threat0.014220826
Severe Toxicity0.020902663
Moderate 0.3666224 Constructive 0.517 Identity_Assertion
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
i am an indian who has never left his country and it makes me sad that my countrymen are ruining other countries as well. if you can't speak english, you have no right to stay …
i am an indian who has never left his country and it makes me sad that my countrymen are ruining other countries as well. if you can't speak english, you have no right to stay there, as simple as that, and it is strange how Canada is ruined by Punjabis, sikh terrorists in particular, as you can see all these are Punjabi sikh families, yet the hate is given to Indians and specifically to Hindus. I am not defending HINDUS here; there have been incidents where HINDUS have done things worthy of backlash, and they should be deported as well for their absolute religious stupidity, but why target only a specific religion and not the one that has done much worse, like literally being involved in criminal activities and notorious for it not only in Canada but in India as well? Exploited every policy and turned a Canadian city into its own home state city, and then felt proud of it in Indian podcasts: "yeah, Brampton feels like Punjab only."🤡 says a glorified ignorant Punjabi singer.
Identity Attack0.44690517
Insult0.26957804
Profanity0.0715894
Threat0.02181799
Severe Toxicity0.01986976
Moderate 0.3666224 Constructive 0.64
Nov 1, 2025 Inside Canada's Indian Metropolis (Brampton)
I would still prefer Indians practicing Hinduism, than those people from Islamic countries..
I would still prefer Indians practicing Hinduism, than those people from Islamic countries..
Identity Attack0.46028158
Insult0.11464815
Profanity0.066963166
Threat0.008712323
Severe Toxicity0.015673593
Moderate 0.3666224 Moderate Con 0.35 Identity_Assertion
Oct 26, 2025 Inside Canada's Indian Metropolis (Brampton)
Oh ya ,it is a heaven for terrorists and criminals. I don't understand why there is a opposition leader in this country.
Oh ya ,it is a heaven for terrorists and criminals. I don't understand why there is a opposition leader in this country.
Identity Attack0.11163961
Insult0.3388922
Profanity0.045419596
Threat0.021127338
Severe Toxicity0.0119018555
Moderate 0.3666224 Moderate Con 0.337 Fear_Threat
Nov 20, 2025 Thousands of refugees allowed into …

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.