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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: "You should work with the …" 1,725 comments · Page 37 of 69
I can understand the feeling of being overwhelmed but I don't actually see the problems that they are complaining about These Indians don't fill prisons, work and have high community values Why are the East …
I can understand the feeling of being overwhelmed but I don't actually see the problems that they are complaining about These Indians don't fill prisons, work and have high community values Why are the East Europeans complaining ?
Identity Attack0.22859548
Insult0.061801232
Profanity0.03915693
Threat0.00899713
Severe Toxicity0.005760193
Low Tox 0.19029272 Constructive 0.679
Nov 4, 2025 6 likes Inside Canada's Indian Metropolis (Brampton)
The Indians in toronto are great people as a white guy. I have hired and worked with many.
The Indians in toronto are great people as a white guy. I have hired and worked with many.
Identity Attack0.23011416
Insult0.04207976
Profanity0.032643758
Threat0.007754337
Severe Toxicity0.005874634
Low Tox 0.1893425 Constructive 0.67 Solidarity
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I’m Australia on a work visa in Canada and I’m shocked by how many Indians are here. I’m assimilating to the Canada culture and ways but a lot of them here I’ve noticed don’t and …
I’m Australia on a work visa in Canada and I’m shocked by how many Indians are here. I’m assimilating to the Canada culture and ways but a lot of them here I’ve noticed don’t and won’t.
Identity Attack0.27510223
Insult0.047935467
Profanity0.019348921
Threat0.006912862
Severe Toxicity0.004558563
Low Tox 0.1893425 Constructive 0.613 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
the Indians i know in canada have been very hard working and honest people. there was one who had to go back home though they wouldn’t renew his worker permit. I know plenty more on …
the Indians i know in canada have been very hard working and honest people. there was one who had to go back home though they wouldn’t renew his worker permit. I know plenty more on these permits. It’s not just indians though there’s also Brazilians, Chileans, and Venezuelans. One thing I hate is my job prioritizing their work hours over mine because they “need the hours” to stay in this country. where as this is my own country and I’m getting cut hours during slow season. smh
Identity Attack0.18235919
Insult0.055547886
Profanity0.036651865
Threat0.006576272
Severe Toxicity0.0040626526
Low Tox 0.1893425 Constructive 0.718 Economic_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
When I came to Canada, I thought, "Oh my god, I think I got on the wrong plane and landed in India." They're everywhere. I work for a Canadian company where ten percent of the …
When I came to Canada, I thought, "Oh my god, I think I got on the wrong plane and landed in India." They're everywhere. I work for a Canadian company where ten percent of the employees are Canadian, and the rest are mostly Indians and refugees (from Syria, Laos, Vietnam, etc.). I think that when people don't want to accept the laws and want to live outside the law, they choose refugee status, doing whatever they want and trying to cheat the system. Canadian employers then find an opportunity to line their pockets with cheap labor, harming Canadians themselves. My view of Canada is like living on a pirate ship in the 21st century...bye, bye Canada... God help the Canadians.
Identity Attack0.16801116
Insult0.070799805
Profanity0.06546012
Threat0.008155655
Severe Toxicity0.0064468384
Low Tox 0.1883923 Constructive 0.617
Nov 22, 2025 Thousands of refugees allowed into …
2:33 the assimilation question...what would be different if they assimilate? everything will still be Indian...the difference is not just the fact that they are not working...they have totally different values and culture and mentality...so the …
2:33 the assimilation question...what would be different if they assimilate? everything will still be Indian...the difference is not just the fact that they are not working...they have totally different values and culture and mentality...so the question is why they come from their countries and turn the other countries into their country again? maybe one of the reasons native Canadians are homeless and poor is because they feel that they do not have their culture anymore...they literally had the rug pulled from under them...it is depressing and distressful...they have been discarded and left totally unprotected
Identity Attack0.19100772
Insult0.06564732
Profanity0.02344803
Threat0.0072235605
Severe Toxicity0.0049972534
Low Tox 0.18744208 Constructive 0.612 Identity_Assertion
Jan 30, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
Youth unemployment is at an all-time high because Gurjeet and her 14 brothers are all 30 years old working at every fast food chain in Canada. I legit haven't seen a non-indian working a minimum …
Youth unemployment is at an all-time high because Gurjeet and her 14 brothers are all 30 years old working at every fast food chain in Canada. I legit haven't seen a non-indian working a minimum job for weeks.
Identity Attack0.23694818
Insult0.05027775
Profanity0.016752819
Threat0.006815769
Severe Toxicity0.004005432
Low Tox 0.18649188 Constructive 0.582 Unverified_Claim
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
We also get Indians and Nepalese imigrants, and they are hard working and good people. They do jobs most of us would do for those money, the religion of peace that is the problem.
We also get Indians and Nepalese imigrants, and they are hard working and good people. They do jobs most of us would do for those money, the religion of peace that is the problem.
Identity Attack0.23163283
Insult0.04090862
Profanity0.022696527
Threat0.006861079
Severe Toxicity0.004348755
Low Tox 0.18649188 Constructive 0.646 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
This is propaganda video for the Liberal party even tho it is delivered by a extreme leftist woman from the CBC. The amount refugees get upto $50,000 is a lot more than many Canadian families …
This is propaganda video for the Liberal party even tho it is delivered by a extreme leftist woman from the CBC. The amount refugees get upto $50,000 is a lot more than many Canadian families make. Most Canadians are not elegible for legal aid or dental care. Who bears the cost of medicare, education, housing, policing, crime.....you guessed it, the Canadian Taxpayer. You know it is a propaganda video when she said the refugees give back more than they take. Do you see woman in a hijab or nicab working ?? She is not allowed by her religion to mix where there are men around. So most of them are pregnant, with 3 or 4 other toddlers around and you see them in malls at all hours of the day. That's how you tell the govt that you have not settled well yet and get more aid. The boat people of Vietnam came from a culture that honored hard work, education, discipline, creating wealth and the women had no restriction from religion in working with men (a lot of them were Catholic or Buddhist). The middle east people are a whole different kettle of fish. It's men who work, if at all, and women are primarily for breeding.They are not allowed to socialise with men outside the family and have to be accompanied by a male relative while outside the home. It's been five years since they landed and there have been many acts of terrorism Canadians have been faced with. However, they have become citizens and who are they voting for ??? It's not the PC. That leaves NDP and Liberals. 99% Liberals.
Identity Attack0.10757765
Insult0.07935401
Profanity0.02071529
Threat0.007935578
Severe Toxicity0.0050354004
Low Tox 0.18649188 Constructive 0.665
Jun 18, 2023 1 likes How much do refugees and …
Yeah... Too much immagration. You would have a hard time finding many Canadians saying different. I work at a University and we have had a heck of a time trying to track down our international …
Yeah... Too much immagration. You would have a hard time finding many Canadians saying different. I work at a University and we have had a heck of a time trying to track down our international students after they dropped out within weeks of starting.
Identity Attack0.10221587
Insult0.06023245
Profanity0.10425757
Threat0.00814271
Severe Toxicity0.0047683716
Low Tox 0.18649188 Constructive 0.688 Personal_Narrative
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
One guy I knew who was working in Domino's owned by an Indian got fired because he wasn't driving like the other Indian drivers at the store.
One guy I knew who was working in Domino's owned by an Indian got fired because he wasn't driving like the other Indian drivers at the store.
Identity Attack0.23922618
Insult0.04383647
Profanity0.026590679
Threat0.010913103
Severe Toxicity0.0046157837
Low Tox 0.18554166 Constructive 0.537 Personal_Narrative
Feb 22, 2026 Why Canada’s immigration system has …
I don't think hindus convert anyone, i don't think they meddle in anyone's business They work they follow the rule they pay taxes they behave well
I don't think hindus convert anyone, i don't think they meddle in anyone's business They work they follow the rule they pay taxes they behave well
Identity Attack0.21075934
Insult0.054376744
Profanity0.03489832
Threat0.007909686
Severe Toxicity0.005760193
Low Tox 0.18459146 Moderate Con 0.446
Oct 13, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
ASIANS 😮HV STRONG CULTURE.FAMILY VALUES. WELL EDUCATED. WORK HARD.WT YOU WANT?😂
ASIANS 😮HV STRONG CULTURE.FAMILY VALUES. WELL EDUCATED. WORK HARD.WT YOU WANT?😂
Identity Attack0.1444726
Insult0.03599453
Profanity0.06796519
Threat0.011560392
Severe Toxicity0.0127685545
Low Tox 0.18364124 Low Con 0.204
Sep 15, 2025 1 likes Why Canadians Are Turning Against …
Should have said something when Trudeau was allowing the masses to enter illegally! This country has gone down hill and illegals have learned to work the system! I couldn’t care less if Canada splits and …
Should have said something when Trudeau was allowing the masses to enter illegally! This country has gone down hill and illegals have learned to work the system! I couldn’t care less if Canada splits and provinces separate. Politicians not listening to their people and putting illegals first!
Identity Attack0.116281845
Insult0.06984934
Profanity0.013985921
Threat0.007573096
Severe Toxicity0.003643036
Low Tox 0.18174082 Moderate Con 0.476
Sep 1, 2025 1 likes Why Canadians Are Turning Against …
What a video to spread hate. As a canadian I can tell u they work hard and are kind.
What a video to spread hate. As a canadian I can tell u they work hard and are kind.
Identity Attack0.031206898
Insult0.06267534
Profanity0.020646973
Threat0.008065036
Severe Toxicity0.0038719177
Low Tox 0.18174082 Constructive 0.581 Solidarity
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
These applicants were on a TEMPORARY student visa and a TEMPORARY work visa. Do not muddy the issue by terms like Racism, Genocide, Fairness, Persecution etc. All TEMPORARY holders must be traced and made to …
These applicants were on a TEMPORARY student visa and a TEMPORARY work visa. Do not muddy the issue by terms like Racism, Genocide, Fairness, Persecution etc. All TEMPORARY holders must be traced and made to leave the country. In this digital age, comments by the various government agencies (IRCC, CBSA etc.) not being able to track the illegals is a lame excuse.
Identity Attack0.08087392
Insult0.0811385
Profanity0.016616182
Threat0.010369381
Severe Toxicity0.0038337708
Low Tox 0.18079062 Constructive 0.501 Policy_Critique
Feb 27, 2026 2 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
I don't think most Canadians have a problem with Indians. I think we have a problem with our government who is not able to enforce a policy that puts the country first. Immigration built Canada …
I don't think most Canadians have a problem with Indians. I think we have a problem with our government who is not able to enforce a policy that puts the country first. Immigration built Canada and good immigration creates jobs and opportunities. What we're seeing is the government exploiting everyone who built his country. A lot of Indians work here for cheap labour because the government and other regulatory bodies turn a blind eye if it means they can gain the trust and votes of the people they are essentially lying to. It's a shame to see because no one In this situation on either side is really happy.
Identity Attack0.18391247
Insult0.06494803
Profanity0.022354934
Threat0.008103873
Severe Toxicity0.0047683716
Low Tox 0.18079062 Constructive 0.741
Oct 13, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
this is so bad all over the world. imigration must have a limit of 10%, and dont give free passport to kids born there. just right to stay and work, at first crime deported. zero …
this is so bad all over the world. imigration must have a limit of 10%, and dont give free passport to kids born there. just right to stay and work, at first crime deported. zero free money.
Identity Attack0.10221587
Insult0.039737478
Profanity0.017709278
Threat0.009592636
Severe Toxicity0.0044059753
Low Tox 0.1798404 Moderate Con 0.363 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
As someone who comes from latin-america and has been travelling and touristing in Canada for the last 10 + years, and finally decided to take the step to immigrate to Canada through the front door, …
As someone who comes from latin-america and has been travelling and touristing in Canada for the last 10 + years, and finally decided to take the step to immigrate to Canada through the front door, I can safely say you guys are losing your amazing country. My permit was not approved and you know what, I am not even mad. I see a lot of these people leeching off your government and for some reason they get preferential treatment over people like me who come to do things honestly, work, study, and adding to the country instead leeching from it. Like I said, I first came to Canada a little over 10 years ago, and I am telling you this country is changing for the worse. One thing I also noticed is how back then I always used to hear the memes of Canadians being nice and always saying "sorry". Those memes no longer exist. I know it doesn't say much, but what I am trying to say here is: The quality of the Canadian citizen is 100% decreasing.
Identity Attack0.08004672
Insult0.081508696
Profanity0.054437835
Threat0.007909686
Severe Toxicity0.0048446655
Low Tox 0.1798404 Constructive 0.756
Sep 29, 2025 10 likes IRCC Names India in Study …
Canada is not bringing in immigrants to work. I am a child of immigrants. My parents worked hard from the day they landed and given 0 from the government. Today, these "new Canadians " get …
Canada is not bringing in immigrants to work. I am a child of immigrants. My parents worked hard from the day they landed and given 0 from the government. Today, these "new Canadians " get free housing, free large amounts of money(which they use to send back to their homeland)...while we , born Canadians find it hard to pay our everyday expenses. Does this make sense.? The government has to stop handing out our hard earned money. Take care of your own first. And we have to endure bending to their culture not them learning our culture...our humility and kindness. This is not about to being welcoming to everyone , this is about calling out to the government start cleaning up this mess before we ( born Canadians) find ourselves without a country of our own.
Identity Attack0.11163961
Insult0.07491849
Profanity0.020168742
Threat0.008427517
Severe Toxicity0.0048828125
Low Tox 0.1798404 Constructive 0.672 Economic_Argument
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
Quebecois here. Situation is pretty bad. Even north east of the province at my surprise. Enough. We tried it did not work. Time to go back. Go fix your country.
Quebecois here. Situation is pretty bad. Even north east of the province at my surprise. Enough. We tried it did not work. Time to go back. Go fix your country.
Identity Attack0.105836816
Insult0.053791173
Profanity0.013917602
Threat0.009178371
Severe Toxicity0.0042152405
Low Tox 0.17891699 Constructive 0.503 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
My family immigrated here in 2011. First, I want to express gratitude—to the Indigenous peoples who have always been the true stewards of this land, and to the other immigrants , despite a complicated history, …
My family immigrated here in 2011. First, I want to express gratitude—to the Indigenous peoples who have always been the true stewards of this land, and to the other immigrants , despite a complicated history, built a nation where opportunity is possible. We cannot erase the past, but we can acknowledge it and learn to live with respect. But to the wave of immigrants who came after 2017—listen carefully: you are ruining the very country you ran to for safety and opportunity. Too many of you are uncivilized. You don’t respect others. You lie, you cheat, you act without humility or integrity, you always go for short cut, you stink. You take advantage of a system you never helped build, and you give nothing back in return. This country was built on respect, honesty hard work, and accountability—values you seem to ignore. If you cannot live by those principles, then you don’t belong here. Canada is not here to lower itself to your standards. Either rise up, learn the values that make this country strong, or stop pretending you deserve the opportunities that others fought for. Never mind, just leave!!!!!!!
Identity Attack0.105256535
Insult0.07935401
Profanity0.019690514
Threat0.009359611
Severe Toxicity0.004234314
Low Tox 0.17891699 Constructive 0.605
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
10 deported! Pfffffff 10! There is like 3 million illegals in Canada by mid 2026 with “student” visas expired. @CitImmCanada get to work immediately, this is getting out of hand
10 deported! Pfffffff 10! There is like 3 million illegals in Canada by mid 2026 with “student” visas expired. @CitImmCanada get to work immediately, this is getting out of hand
Identity Attack0.10221587
Insult0.061276767
Profanity0.014976538
Threat0.009256045
Severe Toxicity0.0037002563
Low Tox 0.17891699 Low Con 0.265 Fear_Threat
Feb 18, 2026 Canadian immigration officers investigating hundreds …
One thing that always surprises me is that a lot of immigrants actually don't like mass immigration. I worked with a polish lady who complained more than anyone about the amount of polish people. I've …
One thing that always surprises me is that a lot of immigrants actually don't like mass immigration. I worked with a polish lady who complained more than anyone about the amount of polish people. I've met a lot of Turkish people and a few of them weren't best pleased with the amount of turkish people, and in this video an Indian man says there's too much of it too. Its not an uncommon sentiment among immigrants that they specifically came here for a change in culture, only for it to follow them here. Specifically surrounding politics, a lot of them leave because of the politics where they were, only to find its just as much of a problem here because so many bring those problems over with them rather than leaving them behind. Just to clarify though while I think immigration is obviously a big problem in its current state, I'm not at all against the idea of immigration in general. I care more about where people are going than where they're from. Its just very odd when you hear a strong accented polish lady walk passed complaining and swearing about all the polish people. I guess it does make sense though, if i imagine desperately wanting to leave home for Australia, it would obviously be disappointing to arrive after packing up my life savings to find out all of the people and all of the things were exactly the same as back home. Pretty sad when you think about it.
Identity Attack0.2127345
Insult0.054962315
Profanity0.07126612
Threat0.009981008
Severe Toxicity0.0062942505
Low Tox 0.17891699 Constructive 0.838 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
We need to deport them. They are tooo many. We should take only the ones who study the program we needs graudates from. We took way tooo many. Yes they discriminate and hire. only their …
We need to deport them. They are tooo many. We should take only the ones who study the program we needs graudates from. We took way tooo many. Yes they discriminate and hire. only their people. Why Canada cant be more selective and really scrutinize them? Why are we doing sloppy work and acceptitng eveyone? This is not fair to taxpayers and our youth who is stuggle to find a job.
Identity Attack0.06522302
Insult0.06442356
Profanity0.015386449
Threat0.030623792
Severe Toxicity0.004749298
Low Tox 0.17805049 Constructive 0.615
Oct 2, 2025 IRCC Names India in Study …

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.