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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 #}

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Active: "Where do we go from …" 2,613 comments · Page 86 of 105
Eventually we’re going to lose our already fragile identity and be simply pushed out. The takeover has already begun and has clearly swung in their favour. R.I.P the Canada I once knew and loved.
Eventually we’re going to lose our already fragile identity and be simply pushed out. The takeover has already begun and has clearly swung in their favour. R.I.P the Canada I once knew and loved.
Identity Attack0.01374736
Insult0.016556932
Profanity0.010809111
Threat0.009955117
Severe Toxicity0.0015640259
Low Tox 0.043646812 Moderate Con 0.407 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
It's almost like you got what you voted for. And if you don't think this is exactly what you voted for you weren't paying attention and THAT is the entire problem. Sepration is the solution, …
It's almost like you got what you voted for. And if you don't think this is exactly what you voted for you weren't paying attention and THAT is the entire problem. Sepration is the solution, let's go Wexit!
Identity Attack0.003884775
Insult0.019870255
Profanity0.0127561875
Threat0.00713294
Severe Toxicity0.0011968613
Low Tox 0.043646812 Moderate Con 0.414
Aug 29, 2025 Why Canadians Are Turning Against …
The most dangerous thing about this is... These guys love love love to go into politics and into management in companies. Once they get those leadership footholds they make policies favorable to their people and …
The most dangerous thing about this is... These guys love love love to go into politics and into management in companies. Once they get those leadership footholds they make policies favorable to their people and they have the population to out vote everyone else.
Identity Attack0.004069764
Insult0.019870255
Profanity0.013849284
Threat0.0070552654
Severe Toxicity0.0010299683
Low Tox 0.043399423 Moderate Con 0.479 Fear_Threat
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Criminal activity has been going on for many many years ..
Criminal activity has been going on for many many years ..
Identity Attack0.0040327664
Insult0.014732921
Profanity0.0113044195
Threat0.008556974
Severe Toxicity0.0012683868
Low Tox 0.043399423 Moderate Con 0.311 Comparative_Framing
Feb 18, 2026 Canadian immigration officers investigating hundreds …
The fatigue is too much now. It's going to be brace time soon.
The fatigue is too much now. It's going to be brace time soon.
Identity Attack0.0032188136
Insult0.01625293
Profanity0.014156717
Threat0.00948907
Severe Toxicity0.0013542175
Low Tox 0.04315203 Moderate Con 0.391 Fear_Threat
Aug 25, 2025 20 likes Why Canadians Are Turning Against …
Canada go to New Jersey
Canada go to New Jersey
Identity Attack0.0233943
Insult0.013782915
Profanity0.016616182
Threat0.009437286
Severe Toxicity0.0024604797
Low Tox 0.04315203 Moderate Con 0.309 Humor_Satire
Feb 5, 2026 Inside Canada's Indian Invasion...
You now need two jobs to survive in Canada ! Many are still out of work , and going homeless !
You now need two jobs to survive in Canada ! Many are still out of work , and going homeless !
Identity Attack0.015958117
Insult0.018323302
Profanity0.009323184
Threat0.0069646453
Severe Toxicity0.0013637543
Low Tox 0.04315203 Moderate Con 0.463
Dec 28, 2025 Deportations From Canada at Their …
As soon as someone says "listen" with that tone I'm like 80% less inclined to care about anything they say afterwards. Of course they're humans but when you invite ten guests to your table of …
As soon as someone says "listen" with that tone I'm like 80% less inclined to care about anything they say afterwards. Of course they're humans but when you invite ten guests to your table of eight, unfortunately numbers become relevant and someones going to be upset.
Identity Attack0.0031818156
Insult0.01890341
Profanity0.017572641
Threat0.0071199946
Severe Toxicity0.0010156631
Low Tox 0.04315203 Constructive 0.671 Meta_Commentary
Nov 25, 2025 Quebec Ends Economic Immigration Program …
I want to go to canada next summer but i am rethinking now after watching these videos,,i think its better to stay in JAMAICA
I want to go to canada next summer but i am rethinking now after watching these videos,,i think its better to stay in JAMAICA
Identity Attack0.02238941
Insult0.015340924
Profanity0.014190876
Threat0.0077672824
Severe Toxicity0.002374649
Low Tox 0.04315203 Moderate Con 0.432
Dec 13, 2025 1 likes Why Canadians Are Turning Against …
They’re still living in the sixth century and trying to bring the sixth century into the 21st-century and use their way of living. It’s not going to work.
They’re still living in the sixth century and trying to bring the sixth century into the 21st-century and use their way of living. It’s not going to work.
Identity Attack0.0102854045
Insult0.016632931
Profanity0.012175481
Threat0.0074306927
Severe Toxicity0.0012397766
Low Tox 0.04290464 Low Con 0.183
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
At this rate all of Canada is going to be like this. Sad to see but unless we smarten up separate here in Alberta there’s no hope for the future.
At this rate all of Canada is going to be like this. Sad to see but unless we smarten up separate here in Alberta there’s no hope for the future.
Identity Attack0.015958117
Insult0.018710041
Profanity0.009903891
Threat0.006770459
Severe Toxicity0.0013065338
Low Tox 0.04290464 Moderate Con 0.386 Fear_Threat
Feb 19, 2026 1 likes Inside Canada's Indian Invasion...
I been a legal immigrants in a few countries (for work) and I would always adapt to the country im in. And I usually dont go to places that are from my native country. Im …
I been a legal immigrants in a few countries (for work) and I would always adapt to the country im in. And I usually dont go to places that are from my native country. Im in the new country to experience that, if I want my native country things, I do it at home or go back to my country.
Identity Attack0.030433474
Insult0.011730902
Profanity0.014669105
Threat0.0067898775
Severe Toxicity0.001411438
Low Tox 0.042657252 Constructive 0.682 Personal_Narrative
Feb 28, 2026 Inside Canada's Indian Invasion...
Cultural clustering is a natural phenomenon. Even within India, if someone moves from the North to the South (or vice versa), they often seek out people from their own region/religion/community to feel a sense of …
Cultural clustering is a natural phenomenon. Even within India, if someone moves from the North to the South (or vice versa), they often seek out people from their own region/religion/community to feel a sense of familiarity and comfort. Brampton’s story reflects this same human instinct to find community and preserve traditions in a new place without disturbing the territorial harmony(but that didn't go well). At the same time, Indian culture and values are inherently inclusive, with a long history of adapting and coexisting with diverse communities. The real challenge lies not in immigrants forming close-knit groups, but in how well both newcomers and longtime residents accept and integrate with each other. When mutual respect and openness exist, diversity becomes a strength rather than a division. That said, the scale and pace of Brampton’s demographic change raise important policy questions. The Canadian government should have anticipated and planned for this transformation much earlier. Whether they did not act, or could not act, is a question only they can answer but it is central to understanding today’s challenges.
Identity Attack0.031464707
Insult0.018323302
Profanity0.016172111
Threat0.0072882893
Severe Toxicity0.0016307831
Low Tox 0.042657252 Constructive 0.725 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
As a Canadian the Left government needs to go first from Canada
As a Canadian the Left government needs to go first from Canada
Identity Attack0.019977676
Insult0.017163089
Profanity0.010757872
Threat0.007081157
Severe Toxicity0.0013065338
Low Tox 0.04240986 Low Con 0.256 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is going down fast. Western Independence before it's too late
Canada is going down fast. Western Independence before it's too late
Identity Attack0.013043936
Insult0.01648093
Profanity0.0118680475
Threat0.009126588
Severe Toxicity0.001449585
Low Tox 0.041915078 Low Con 0.227 Fear_Threat
Feb 27, 2026 17 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Thanks Michelle for bring this to our attention. Now I'm wondering what is it going to cost to find 79,000+ students so they can eventually be deported? I'm going to guess at least 1000.00 per …
Thanks Michelle for bring this to our attention. Now I'm wondering what is it going to cost to find 79,000+ students so they can eventually be deported? I'm going to guess at least 1000.00 per day per person to track them down. This should be deducted from the Liberal party's salary and not the tax payers! Or better yet, seize/freeze Trudeau's bank account/pension!!!!
Identity Attack0.006955597
Insult0.017292
Profanity0.0103821205
Threat0.008311004
Severe Toxicity0.0013446808
Low Tox 0.041915078 Constructive 0.637
Sep 29, 2025 IRCC Names India in Study …
Yeah, the government will just say you go out and get another job and work some more
Yeah, the government will just say you go out and get another job and work some more
Identity Attack0.004069764
Insult0.015796926
Profanity0.014771583
Threat0.00746953
Severe Toxicity0.0012969971
Low Tox 0.04166769 Low Con 0.221
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
now they have another official language- their signs are going to be 3 meters long to accommodate all of their languages - adios canada
now they have another official language- their signs are going to be 3 meters long to accommodate all of their languages - adios canada
Identity Attack0.023193322
Insult0.01625293
Profanity0.011167783
Threat0.007417747
Severe Toxicity0.0016593933
Low Tox 0.0414203 Low Con 0.246 Fear_Threat
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
It is going to cause issues in another 5 years
It is going to cause issues in another 5 years
Identity Attack0.0035702933
Insult0.011274899
Profanity0.014122557
Threat0.01101667
Severe Toxicity0.0015640259
Low Tox 0.041172907 Low Con 0.18
Aug 25, 2025 5 likes Why Canadians Are Turning Against …
lived there for 3 years, don't go
lived there for 3 years, don't go
Identity Attack0.004439743
Insult0.013820915
Profanity0.016035475
Threat0.008634649
Severe Toxicity0.0014209747
Low Tox 0.041172907 Moderate Con 0.401 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
20000 more to go guys
20000 more to go guys
Identity Attack0.0102854045
Insult0.013934915
Profanity0.023174755
Threat0.012440704
Severe Toxicity0.0032615662
Low Tox 0.040925518 Moderate Con 0.36 Fear_Threat
Feb 18, 2026 10 likes Canadian immigration officers investigating hundreds …
Hello my name is Samuel how many month it's going to take refugees to take are sponsor to canada because my wife apply for me and my two children in Africa November 2017its going to …
Hello my name is Samuel how many month it's going to take refugees to take are sponsor to canada because my wife apply for me and my two children in Africa November 2017its going to take me before I can entrepreneurs this year
Identity Attack0.028016793
Insult0.012262905
Profanity0.012141321
Threat0.0069905366
Severe Toxicity0.0014877319
Low Tox 0.040925518 Constructive 0.613
Jan 19, 2018 How much do refugees and …
there're like 5-6 millions migrants that came here since Turdeau. What could go wrong...
there're like 5-6 millions migrants that came here since Turdeau. What could go wrong...
Identity Attack0.02048012
Insult0.01306091
Profanity0.0108774295
Threat0.006440342
Severe Toxicity0.001039505
Low Tox 0.040925518 Moderate Con 0.312 Unverified_Claim
Aug 25, 2025 3 likes Why Canadians Are Turning Against …
They let them in,go figure
They let them in,go figure
Identity Attack0.0050687063
Insult0.01465692
Profanity0.02030538
Threat0.010550622
Severe Toxicity0.002040863
Low Tox 0.04067813 Low Con 0.162 Fear_Threat
Feb 20, 2026 Canadian immigration officers investigating hundreds …
Canadians, this problem has been going on for a long time, but only now are you waking up. When I arrived in Canada in 2017, I was shocked to start English classes at a public …
Canadians, this problem has been going on for a long time, but only now are you waking up. When I arrived in Canada in 2017, I was shocked to start English classes at a public school. Only my friend and I were paying CAD 1,000 per month to study, while everyone (refugees) paid nothing to study and received CAD 500 per person, plus rent.
Identity Attack0.024801146
Insult0.015644927
Profanity0.010296722
Threat0.0058707283
Severe Toxicity0.0010061264
Low Tox 0.039935954 Constructive 0.684
Sep 12, 2025 1 likes Why Canadians Are Turning Against …

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.