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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

click to expand

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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "Up Canada ❤❤❤❤❤" 6,088 comments · Page 203 of 244
Lots of Indians I've met say "Kannada" not "Canada"
Lots of Indians I've met say "Kannada" not "Canada"
Identity Attack0.047706615
Insult0.015948927
Profanity0.016035475
Threat0.006485652
Severe Toxicity0.00166893
Low Tox 0.048842013 Moderate Con 0.458 Unverified_Claim
Jan 4, 2026 Inside Canada's Indian Metropolis (Brampton)
The problem isn’t immigration it’s how rapid the immigration was there should’ve been a cap so that there wasn’t a major influx of people that destroyed the culture if immigration was controlled and had a …
The problem isn’t immigration it’s how rapid the immigration was there should’ve been a cap so that there wasn’t a major influx of people that destroyed the culture if immigration was controlled and had a yearly limit to how many people could immigrate that would’ve preserved canadas culture and forced immigrants to assimilate to Canadian culture. But all politicians saw was 💰 so they made it easier.
Identity Attack0.023796257
Insult0.01838776
Profanity0.011970525
Threat0.006835188
Severe Toxicity0.0012207031
Low Tox 0.048842013 Moderate Con 0.442 Policy_Critique
Oct 3, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Canada should close the borders 100%. No more work visas, no more student visas.
Canada should close the borders 100%. No more work visas, no more student visas.
Identity Attack0.026408968
Insult0.013630914
Profanity0.010091767
Threat0.008401625
Severe Toxicity0.0017929077
Low Tox 0.048842013 Low Con 0.188
Oct 12, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
What else would you expect in "post-national" Canada with the gates thrown open to 1 million every year?
What else would you expect in "post-national" Canada with the gates thrown open to 1 million every year?
Identity Attack0.01857083
Insult0.02193286
Profanity0.01084327
Threat0.0067445673
Severe Toxicity0.0016880035
Low Tox 0.048842013 Low Con 0.198
Jan 20, 2026 1 likes Why Canada’s immigration system has …
We need Trump, Holman and ICE. I'm pretty sure they could find them. You just need the will which unfortunately does not exist in Canada!
We need Trump, Holman and ICE. I'm pretty sure they could find them. You just need the will which unfortunately does not exist in Canada!
Identity Attack0.015757138
Insult0.022770792
Profanity0.010433359
Threat0.006815769
Severe Toxicity0.0013446808
Low Tox 0.048842013 Moderate Con 0.375 Call_To_Action
Oct 4, 2025 IRCC Names India in Study …
Big mistake, the only thing saved the Canadian economy after the tariffs, is the massive Trudeau’s immigration, immigrants are consumers as well. If Canada stops immigration then it will be no doubt an American state …
Big mistake, the only thing saved the Canadian economy after the tariffs, is the massive Trudeau’s immigration, immigrants are consumers as well. If Canada stops immigration then it will be no doubt an American state before the next 30 years end.
Identity Attack0.027413858
Insult0.017356457
Profanity0.009442741
Threat0.006375613
Severe Toxicity0.0012207031
Low Tox 0.048842013 Moderate Con 0.437 Economic_Argument
Nov 21, 2025 1 likes Quebec Ends Economic Immigration Program …
Why would.. anyone want to go to the US if they've got citizenship or any kind of life in Canada?
Why would.. anyone want to go to the US if they've got citizenship or any kind of life in Canada?
Identity Attack0.03249594
Insult0.014884921
Profanity0.012243799
Threat0.006272047
Severe Toxicity0.0016784668
Low Tox 0.048842013 Low Con 0.23 Question
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I’m from Costa Rica , Canadian cititzen whoever tells me to go back to my country , I just tell them there are more Canadians in Costa Rica than Costa Ricans in Canada . I …
I’m from Costa Rica , Canadian cititzen whoever tells me to go back to my country , I just tell them there are more Canadians in Costa Rica than Costa Ricans in Canada . I have the right to be here just like Canadians have the right to be Costa Rica . 10 years here makes me Canadian 🍁
Identity Attack0.038425524
Insult0.015188923
Profanity0.01490822
Threat0.006848133
Severe Toxicity0.0020885468
Low Tox 0.048594624 Constructive 0.596 Personal_Narrative
Feb 14, 2026 2 likes Canada's tighter immigration policy divides …
2.9 million people can lawsuit against Trudeau because Trudeau simply allowed too many temporary visas that should not be allowed from the first place. For example, Trudeau allowed visas to allow people to work for …
2.9 million people can lawsuit against Trudeau because Trudeau simply allowed too many temporary visas that should not be allowed from the first place. For example, Trudeau allowed visas to allow people to work for minimum wage jobs in Canada or jobs with no trade skills., and even if skilled workers were invited, their jobs are not in high demand or about to be replaced by AI in a couple of years. Every year over 100,000 jobs will be replaced by AI starting from the late 2026, starting from the transportation industry, customer services, office jobs, IT jobs, and education; soon healthcare and engineering as well. No developed country needs workers anymore except very few experts and there will be massive layoff, not because of the economic crisis, but because of AI. In Japan, China, and South Korea, AI are widely used and now young people with a master or PhD degree can't even get a job.
Identity Attack0.00621564
Insult0.026702631
Profanity0.013371054
Threat0.00713294
Severe Toxicity0.0015544891
Low Tox 0.048594624 Moderate Con 0.496
Jan 16, 2026 2.9 million Canadian temporary visas …
We've seen a shift in the child care profession in Canada. Most ECE's and student ECE's are from India. It's not going well. There is a different work ethic. And sometimes I've observed that these …
We've seen a shift in the child care profession in Canada. Most ECE's and student ECE's are from India. It's not going well. There is a different work ethic. And sometimes I've observed that these educators don't understand the policies and how to best support the children so its effecting quality and safety. There was supposed to be a limit on international students. That's not happening. Most of Conestoga colleges student ECE's are international
Identity Attack0.039972372
Insult0.017743196
Profanity0.010689554
Threat0.0059904763
Severe Toxicity0.0013065338
Low Tox 0.048594624 Constructive 0.798 Unverified_Claim
Aug 29, 2025 2 likes Why Canadians Are Turning Against …
Min 7:40. The guy working in bakery, i like those types of immagrants. Follow the law. Intergrate with canada.....its that simple!!!
Min 7:40. The guy working in bakery, i like those types of immagrants. Follow the law. Intergrate with canada.....its that simple!!!
Identity Attack0.025002124
Insult0.01617693
Profanity0.010962827
Threat0.0066215824
Severe Toxicity0.0013160706
Low Tox 0.048594624 Constructive 0.52 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canada needs repatriation uf it wants to survive. Young Canadians can't afford housing or families. (Or is that the plan?)
Canada needs repatriation uf it wants to survive. Young Canadians can't afford housing or families. (Or is that the plan?)
Identity Attack0.029402243
Insult0.015948927
Profanity0.010689554
Threat0.007340072
Severe Toxicity0.0016498566
Low Tox 0.048594624 Moderate Con 0.336
Nov 26, 2025 Quebec Ends Economic Immigration Program …
One thing also never discussed: because the point system prioritizes specialized labor, almost all immigrants are men. This has led to a massive demographic distortion with somewhere around 56% of people 35 and under in …
One thing also never discussed: because the point system prioritizes specialized labor, almost all immigrants are men. This has led to a massive demographic distortion with somewhere around 56% of people 35 and under in canada being men. This of course makes the birth rate issue much worse and will have future consequences.
Identity Attack0.036878675
Insult0.015644927
Profanity0.010023449
Threat0.006420923
Severe Toxicity0.001115799
Low Tox 0.048594624 Moderate Con 0.44 Unverified_Claim
Jun 17, 2025 2 likes How Canada broke its immigration …
The Indians in Canada are hands down coolest people I’ve met. I’m American
The Indians in Canada are hands down coolest people I’ve met. I’m American
Identity Attack0.036620867
Insult0.0154929245
Profanity0.022696527
Threat0.0076637166
Severe Toxicity0.0024795532
Low Tox 0.04834723 Constructive 0.513 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
All of my Indian neighbors came through Canada. All of the Afghani neighbors came through England.
All of my Indian neighbors came through Canada. All of the Afghani neighbors came through England.
Identity Attack0.04538634
Insult0.013364912
Profanity0.015044857
Threat0.0070552654
Severe Toxicity0.0018501282
Low Tox 0.04834723 Moderate Con 0.418 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
The only asylum claims canada should be accepting are american since thats the only country we border.
The only asylum claims canada should be accepting are american since thats the only country we border.
Identity Attack0.038425524
Insult0.013364912
Profanity0.010638315
Threat0.0062914654
Severe Toxicity0.0013160706
Low Tox 0.048099842 Low Con 0.264 Policy_Critique
Feb 24, 2026 1 likes 'We do know that there's …
In all my 54 years in Canada, I have never seen Canada in such a mess. People never work one day in Canada but receive pension housing and food allowance. What is going on. Make …
In all my 54 years in Canada, I have never seen Canada in such a mess. People never work one day in Canada but receive pension housing and food allowance. What is going on. Make that make sense.
Identity Attack0.013546381
Insult0.022577424
Profanity0.012414595
Threat0.0062914654
Severe Toxicity0.0012588501
Low Tox 0.048099842 Constructive 0.542 Unverified_Claim
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
not my canada
not my canada
Identity Attack0.029402243
Insult0.013554913
Profanity0.013336895
Threat0.006912862
Severe Toxicity0.0016403198
Low Tox 0.048099842 Moderate Con 0.375
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Integration is key for Canada as a multicultural country to coexist. Immigration needs reforming i.e.no cash jobs whatsoever, intl students will have to intl student fees, no handouts to asylum seekers who aren't from a …
Integration is key for Canada as a multicultural country to coexist. Immigration needs reforming i.e.no cash jobs whatsoever, intl students will have to intl student fees, no handouts to asylum seekers who aren't from a war torn country. Highschoolers must be given priority in local jobs, it's up to the franchise owners to work their schedules up. It's ok if the cost of the product increases. This will help wages keep up with inflation. No free pregnancy trips, if you want to have your child born here make sure you pay up.
Identity Attack0.02238941
Insult0.020837102
Profanity0.012175481
Threat0.0067769317
Severe Toxicity0.0016117096
Low Tox 0.048099842 Constructive 0.585 Policy_Critique
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
We not invaded Canada.... Canada government allow them to come in....
We not invaded Canada.... Canada government allow them to come in....
Identity Attack0.028418748
Insult0.0140109155
Profanity0.011253181
Threat0.007870848
Severe Toxicity0.0015735626
Low Tox 0.048099842 Low Con 0.189 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
We learn in University that Canada has improved from identity politics (Canada's culture and values) to diversity politics and it's a GOOD thing. Don't question it, you don't need an identity in order to have …
We learn in University that Canada has improved from identity politics (Canada's culture and values) to diversity politics and it's a GOOD thing. Don't question it, you don't need an identity in order to have a culture... We are doomed
Identity Attack0.013244915
Insult0.021997316
Profanity0.011902207
Threat0.0063626673
Severe Toxicity0.0010538101
Low Tox 0.04785245 Constructive 0.62 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
the same people who support left wing in canada support far right in india
the same people who support left wing in canada support far right in india
Identity Attack0.03223813
Insult0.017614283
Profanity0.012961143
Threat0.006576272
Severe Toxicity0.0014972687
Low Tox 0.04785245 Low Con 0.263 Comparative_Framing
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
12:48 Funny thing: It is illegal in Canada to bring a weapon to a meeting "in case of". The reason is "well, if you thought it could be dangerous, why'd you go?" ..
12:48 Funny thing: It is illegal in Canada to bring a weapon to a meeting "in case of". The reason is "well, if you thought it could be dangerous, why'd you go?" ..
Identity Attack0.009915425
Insult0.013858915
Profanity0.012073003
Threat0.013579931
Severe Toxicity0.001783371
Low Tox 0.04785245 Moderate Con 0.397 Policy_Critique
Jan 27, 2026 16 likes Inside Canada's Indian Invasion...
We have too many University graduates in Canada. The country needs basic laborers not people with Masters degrees in Medieval studies.
We have too many University graduates in Canada. The country needs basic laborers not people with Masters degrees in Medieval studies.
Identity Attack0.013948337
Insult0.024897853
Profanity0.009622077
Threat0.0057606893
Severe Toxicity0.0009250641
Low Tox 0.04760506 Low Con 0.174 Policy_Critique
Jun 21, 2025 1 likes How Canada broke its immigration …
We are not a number. Wow, their attitude now. Not an immigration asset for Canada.
We are not a number. Wow, their attitude now. Not an immigration asset for Canada.
Identity Attack0.0233943
Insult0.017163089
Profanity0.009767254
Threat0.006382086
Severe Toxicity0.0011873245
Low Tox 0.04760506 Low Con 0.253 Identity_Assertion
Nov 20, 2025 37 likes Quebec Ends Economic Immigration Program …

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.