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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: "It's 50 % now" 206 comments · Page 6 of 9
Would not be surprised if you have 50,000-70,000 fake study permits in Canada.
Would not be surprised if you have 50,000-70,000 fake study permits in Canada.
Identity Attack0.06385879
Insult0.08434689
Profanity0.012277958
Threat0.0065956907
Severe Toxicity0.0023460388
Low Tox 0.17545098 Low Con 0.252
Sep 29, 2025 IRCC Names India in Study …
I don’t remember the study 📖 published well over a decade ago that by 2035 Caucasians will be LESS THAN 50% of the population
I don’t remember the study 📖 published well over a decade ago that by 2035 Caucasians will be LESS THAN 50% of the population
Identity Attack0.1808059
Insult0.029714199
Profanity0.026863953
Threat0.011819307
Severe Toxicity0.00667572
Low Tox 0.16851899 Moderate Con 0.302 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
10:50 false. Businesses don't receive money back for hiring migrants. Be selective with the information shared. Some businesses with labor shortages are helped with the settlement program with administrative support. Racism is to blame a …
10:50 false. Businesses don't receive money back for hiring migrants. Be selective with the information shared. Some businesses with labor shortages are helped with the settlement program with administrative support. Racism is to blame a particular group of people, Indian is a big group in Canada and around the world, but not the only one. Chinese, Philippines, Latino, Ukrainian, and East European are the majority in Canada. Look in statistics Canada. Hiring specific migrants instead of Canadians is a company decision is pure capitalism. House crisis is a global issue, capitalism (investment vs basic human rights). Inflation is an economic issue. The most wanted criminals in all of Canada, are Canadians. Look into the police web pages, go yourself and see the pictures and names. Blame migrants is a global tactic used 100 years ago by different politics to get elected with the promise of a solution. Migration exists with humanity, economic crises are modern issues. With the wrong diagnosis we get the wrong solutions. Wake up Canada, that is the reason that US is your father.
Identity Attack0.11512129
Insult0.06250052
Profanity0.015113175
Threat0.00713294
Severe Toxicity0.003452301
Low Tox 0.16765249 Constructive 0.753
Aug 26, 2025 Why Canadians Are Turning Against …
lmaoo at 8:50 i drive by this church everyday for work... its hilarious to see you make a video over here
lmaoo at 8:50 i drive by this church everyday for work... its hilarious to see you make a video over here
Identity Attack0.04951127
Insult0.032028005
Profanity0.07514556
Threat0.011068452
Severe Toxicity0.008354187
Low Tox 0.16678599 Moderate Con 0.322 Meta_Commentary
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
3:50 यहां से देखो, अच्छा लगेगा अपनी तारीफ सुन कर
3:50 यहां से देखो, अच्छा लगेगा अपनी तारीफ सुन कर
Identity Attack0.012240025
Insult0.028722567
Profanity0.059948977
Threat0.03718498
Severe Toxicity0.009346008
Low Tox 0.1641865 Moderate Con 0.326 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
Last winter I saw with my own eyes a couple of immigrants between the ages of 50 and 60, along with a priest, bring an urn containing the ashes of a dead person and throw …
Last winter I saw with my own eyes a couple of immigrants between the ages of 50 and 60, along with a priest, bring an urn containing the ashes of a dead person and throw it into the river... The problem is that we drink this water, so what do you think?
Identity Attack0.10221587
Insult0.03136692
Profanity0.018597418
Threat0.055270568
Severe Toxicity0.0064468384
Low Tox 0.16331999 Moderate Con 0.485
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
3:50 Fun Fact: Pakistanis have more per capita immigrants in UK,US,Canada than India, and they are preaching about assimilation.
3:50 Fun Fact: Pakistanis have more per capita immigrants in UK,US,Canada than India, and they are preaching about assimilation.
Identity Attack0.18002926
Insult0.031697463
Profanity0.022764845
Threat0.007521313
Severe Toxicity0.004463196
Low Tox 0.15987846 Moderate Con 0.35
Dec 31, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
If you didn't ____ _____ _________ __ ___ _____ you aren't actually helping. We all know we are being replaced. The time for talking was 50 years ago. You either do something or you won't …
If you didn't ____ _____ _________ __ ___ _____ you aren't actually helping. We all know we are being replaced. The time for talking was 50 years ago. You either do something or you won't exist at all in another 50.
Identity Attack0.0058826595
Insult0.06337463
Profanity0.024882717
Threat0.017846745
Severe Toxicity0.0038909912
Low Tox 0.15932569 Moderate Con 0.323 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I have a few $50,000 houses set aside only for sale to new immigrants..in good area you like.
I have a few $50,000 houses set aside only for sale to new immigrants..in good area you like.
Identity Attack0.10221587
Insult0.030375287
Profanity0.013576009
Threat0.008686432
Severe Toxicity0.0034332275
Low Tox 0.15158679 Constructive 0.562
Aug 2, 2024 How much do refugees and …
To me the Indians got good memories they were colonized for more than 50 years
To me the Indians got good memories they were colonized for more than 50 years
Identity Attack0.11860296
Insult0.03070583
Profanity0.04216301
Threat0.010757755
Severe Toxicity0.0064086914
Low Tox 0.15103401 Moderate Con 0.406 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
The woman at 5:50 is very well spoken! She reminds me of my mum
The woman at 5:50 is very well spoken! She reminds me of my mum
Identity Attack0.027413858
Insult0.05027775
Profanity0.038154904
Threat0.0074565844
Severe Toxicity0.0038528442
Low Tox 0.14429577 Constructive 0.563
Sep 25, 2025 9 likes Inside Canada's Indian Metropolis (Brampton)
Think about this what goes around comes around it doesn't matter if it takes a 50 years of 100 years the indigenous people felt the same way when when people came and run them off …
Think about this what goes around comes around it doesn't matter if it takes a 50 years of 100 years the indigenous people felt the same way when when people came and run them off the land just a different time
Identity Attack0.06522302
Insult0.027218282
Profanity0.02249157
Threat0.06205949
Severe Toxicity0.0060272217
Low Tox 0.13561769 Constructive 0.501
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
We all herw blaming them....but entire blame ve put on ircc and the govt. Why ircc...i would say no proper scrutiny from ircc. contact interview should be allowed. Indians in US speaks english much better …
We all herw blaming them....but entire blame ve put on ircc and the govt. Why ircc...i would say no proper scrutiny from ircc. contact interview should be allowed. Indians in US speaks english much better than indians in Canada. If you see them at Walmart l, dont even bother to ask for directions, you will confused more than before. 2. Ircc claim they prioritize experience approving people at the age of 50 years to 8 month program with all benefit of MS/PhD, tell me someone at the age of 40+, what contribution would that add to the economy than to populate the country compare to someone in their 20s. You all need to compare demographic of international student in US and Canada. Why govt, 1. Allowing private institutions to grant degree confering to SOWP/PGWP/Dependent/parent sponsorship
Identity Attack0.07673789
Insult0.04852104
Profanity0.019758832
Threat0.008401625
Severe Toxicity0.0030899048
Low Tox 0.119997114 Constructive 0.711 Policy_Critique
Sep 29, 2025 IRCC Names India in Study …
4:50 about sums its up lol
4:50 about sums its up lol
Identity Attack0.010063417
Insult0.02618698
Profanity0.08128801
Threat0.011819307
Severe Toxicity0.006790161
Low Tox 0.115658075 Low Con 0.28 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
12:50 Canada 101: Never state that a tool is for self-defense on camera or to an officer. *You bought that knife to butter your bread.
12:50 Canada 101: Never state that a tool is for self-defense on camera or to an officer. *You bought that knife to butter your bread.
Identity Attack0.0034962974
Insult0.031146556
Profanity0.015557245
Threat0.036149003
Severe Toxicity0.003929138
Low Tox 0.11378009 Low Con 0.187 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
@9:50 bruh why is he lying. they are working under the table .
@9:50 bruh why is he lying. they are working under the table .
Identity Attack0.0032928092
Insult0.05964688
Profanity0.019212283
Threat0.0069516995
Severe Toxicity0.0018882751
Low Tox 0.11336674 Low Con 0.186 Unverified_Claim
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
Hi from Indiana. I’m not familiar with life in Canada and I’m shocked to watch what is going on right now in your video. Maybe it’s not too late if your government can figure out …
Hi from Indiana. I’m not familiar with life in Canada and I’m shocked to watch what is going on right now in your video. Maybe it’s not too late if your government can figure out to modify some of the immigration laws that will give back the power, the benefit, and advantage to a natural born Canadian. 800 thousand foreigners coming in in the last three months? What’s with that? That’s so shocking. Looks like a legalized invasion/occupation. I’m like you, I was a legal immigrant from Asia in the late 70s retired now and love my great state of Indiana. My family has been here for almost 50 years fully acculturated to the values and culture of American life with my husband and two grown boys. This is my adopted beloved country now. I am everything that it is about. I still know how to speak my birth language only when I go home for vacation. I don’t use it even to speak to a fellow Asian when I see that an English speaking native born American is within ear’s reach. That young lady might be dead with brain tumor before she gets her MRI. That’s unacceptable. Here you go to the ER and if you need an MRI you get admitted and most like have it the next day. Or Y
Identity Attack0.06294931
Insult0.035443626
Profanity0.01982715
Threat0.0074436385
Severe Toxicity0.0029945374
Low Tox 0.11192002 Constructive 0.824
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I came to Canada as a Landed Immigrant 50 years ago. I have made a good life, raised children, always had a job. I feel as Canadian as anybody who was born here. I resent …
I came to Canada as a Landed Immigrant 50 years ago. I have made a good life, raised children, always had a job. I feel as Canadian as anybody who was born here. I resent those newcomers who only exploit the services they never paid for and trample our decency and tolerance. I grieve for our values being undermined and overridden by mindsets that will never adapt.
Identity Attack0.05794714
Insult0.039151907
Profanity0.0117997285
Threat0.0071199946
Severe Toxicity0.0021362305
Low Tox 0.11161 Constructive 0.654
Oct 3, 2025 1 likes Why Canadians Are Turning Against …
I live in Brampton, it's defiantly more than 50% Indian people here now
I live in Brampton, it's defiantly more than 50% Indian people here now
Identity Attack0.10221587
Insult0.023608726
Profanity0.03239325
Threat0.008272167
Severe Toxicity0.003929138
Low Tox 0.11098998 Constructive 0.501
Jan 27, 2026 Inside Canada's Indian Invasion...
I think we should help people. I’m an immigrant and my parents got their passage paid but also had to pay it back. Which we did, but still waiting for our $50,000 cheque. My Dad …
I think we should help people. I’m an immigrant and my parents got their passage paid but also had to pay it back. Which we did, but still waiting for our $50,000 cheque. My Dad got a job in a town which had low rent. We were a family of five not living in a hotel but part of an army barracks. We were out in the country which freedom for all the kids. Free schooling,dental and Dr and cheep food. Where was this? You ask. Burwash, ont. A self sufficient industrial prison farm. We had a great childhood there. But the govt closed it because it was out of the way for inmates relatives to visit.
Identity Attack0.034558404
Insult0.035333443
Profanity0.047173142
Threat0.009048914
Severe Toxicity0.004119873
Low Tox 0.1100022 Constructive 0.745
Aug 7, 2018 1 likes How much do refugees and …
The temporary foreign worker program is what's wrong with Canada.. it incentivizes businesses to hire foreigners over citizens.. the government literally pays for over 50% of their wages... Tim Hortons abuses it the most
The temporary foreign worker program is what's wrong with Canada.. it incentivizes businesses to hire foreigners over citizens.. the government literally pays for over 50% of their wages... Tim Hortons abuses it the most
Identity Attack0.044870727
Insult0.0350029
Profanity0.013507691
Threat0.0074565844
Severe Toxicity0.001745224
Low Tox 0.10913446 Moderate Con 0.482 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Too many were let in from one country; 195 countries in the world and 50% entry was given to one country. This has truly ruined the cultural mosaic of Canada. They all need to go …
Too many were let in from one country; 195 countries in the world and 50% entry was given to one country. This has truly ruined the cultural mosaic of Canada. They all need to go back when their Visas expire.
Identity Attack0.039972372
Insult0.03489272
Profanity0.010655395
Threat0.0086087575
Severe Toxicity0.0023937225
Low Tox 0.10739898 Constructive 0.513
Jun 18, 2025 172 likes How Canada broke its immigration …
1:50 this is what people aren't thinking about.
1:50 this is what people aren't thinking about.
Identity Attack0.00776955
Insult0.020643732
Profanity0.027820412
Threat0.0089712385
Severe Toxicity0.0032424927
Low Tox 0.10609736 Low Con 0.298
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
8:50 they all look same 😂
8:50 they all look same 😂
Identity Attack0.016259583
Insult0.02708937
Profanity0.04516909
Threat0.00951496
Severe Toxicity0.0044059753
Low Tox 0.103494145 Low Con 0.299
Sep 19, 2025 81 likes Inside Canada's Indian Metropolis (Brampton)
5:50 I agree, I'm thankful the government is starting to revoke / cancel visas to try to get a handle on things. This goes beyond just Indian people. It's for all people that immigrate to …
5:50 I agree, I'm thankful the government is starting to revoke / cancel visas to try to get a handle on things. This goes beyond just Indian people. It's for all people that immigrate to our country. I agree, I think if people come to my country, they need to assimilate. Learn our languages, understand our culture and integrate. I feel that they need to create another sector to follow up on visas, check in on people, monitor. I also feel the banks need to monitor the amount of money people are sending back home, I understand some money. But not everything.
Identity Attack0.08749158
Insult0.024640027
Profanity0.029596692
Threat0.00948907
Severe Toxicity0.0037956238
Low Tox 0.103060275 Constructive 0.852 Policy_Critique
Jan 29, 2026 3 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.