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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: "Only let them in with …" 886 comments · Page 31 of 36
Don’t let SOG see this
Don’t let SOG see this
Identity Attack0.008213525
Insult0.016784932
Profanity0.016479544
Threat0.009540852
Severe Toxicity0.0018310547
Low Tox 0.04686289 Low Con 0.117
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm raised in this city and I believe the government is letting to many in and the Canadian culture is gone now because of this I am Canadian and my parents came from India 30 …
I'm raised in this city and I believe the government is letting to many in and the Canadian culture is gone now because of this I am Canadian and my parents came from India 30 years ago
Identity Attack0.034042787
Insult0.015264924
Profanity0.01261955
Threat0.006912862
Severe Toxicity0.0015926361
Low Tox 0.04686289 Constructive 0.63 Personal_Narrative
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
They do not communicate with Canadians at all. Why did the PM let them in????
They do not communicate with Canadians at all. Why did the PM let them in????
Identity Attack0.027614836
Insult0.015416925
Profanity0.011048226
Threat0.006265574
Severe Toxicity0.0012493134
Low Tox 0.0466155 Low Con 0.237 Policy_Critique
Dec 9, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
As a Canadian I'm so sad what our country has become, its heartbreaking 💔. Unfortunately we let everyone and their family in and our country has never been worse. No one can drive, Healthcare, our …
As a Canadian I'm so sad what our country has become, its heartbreaking 💔. Unfortunately we let everyone and their family in and our country has never been worse. No one can drive, Healthcare, our environment is being destroyed from them all. If you move here then change how you are as a person, learn the traditions of the country and respect it. Please pray for us
Identity Attack0.012641981
Insult0.020192537
Profanity0.0113044195
Threat0.0070552654
Severe Toxicity0.0013637543
Low Tox 0.046120718 Constructive 0.726 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
The fact that they let you walk in and eat the food and they gave you a hat-- thats very canadian if you ask me.
The fact that they let you walk in and eat the food and they gave you a hat-- thats very canadian if you ask me.
Identity Attack0.027614836
Insult0.017292
Profanity0.011577694
Threat0.006835188
Severe Toxicity0.0016880035
Low Tox 0.046120718 Moderate Con 0.459 Solidarity
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Bike Guy is letting it all out!?😅😂🫡
Bike Guy is letting it all out!?😅😂🫡
Identity Attack0.0032928092
Insult0.017549826
Profanity0.020646973
Threat0.008129764
Severe Toxicity0.0018310547
Low Tox 0.045873325 Low Con 0.269 Meta_Commentary
Feb 23, 2026 Inside Canada's Indian Invasion...
Let them multiply for a few more years and see your river and lakes turn to plastic and sewage.
Let them multiply for a few more years and see your river and lakes turn to plastic and sewage.
Identity Attack0.0029413297
Insult0.020450363
Profanity0.011816809
Threat0.007883795
Severe Toxicity0.0015640259
Low Tox 0.045625936 Low Con 0.202 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Yes, Canada is included on the list because the liberal government is not protecting our border and letting criminals entering our country.
Yes, Canada is included on the list because the liberal government is not protecting our border and letting criminals entering our country.
Identity Attack0.0049571013
Insult0.014769657
Profanity0.000078386074
Threat0.00045619477
Severe Toxicity0.0000037441553
Low Tox 0.044679325
Dec 10, 2025
Let’s interview the guy who makes more money when immigration numbers are high. Great unbiased reporting there🎉
Let’s interview the guy who makes more money when immigration numbers are high. Great unbiased reporting there🎉
Identity Attack0.015053716
Insult0.017743196
Profanity0.010091767
Threat0.006149062
Severe Toxicity0.000872612
Low Tox 0.044636376 Low Con 0.245 Meta_Commentary
Jan 19, 2026 87 likes Why Canada’s immigration system has …
the video backed up lets go
the video backed up lets go
Identity Attack0.007991537
Insult0.012680908
Profanity0.025770858
Threat0.0130621
Severe Toxicity0.0037574768
Low Tox 0.044388983 Low Con 0.28 Meta_Commentary
Feb 3, 2026 6 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 …
We are just letting it happen
We are just letting it happen
Identity Attack0.006696612
Insult0.009868891
Profanity0.02303812
Threat0.021300001
Severe Toxicity0.0038337708
Low Tox 0.042657252 Low Con 0.287 Fear_Threat
Sep 14, 2025 1 likes Why Canadians Are Turning Against …
And how is it right a lot of the cultures don't care about each other and we do and to all true Canadians don't let them change us be caring sympathetic and care about each …
And how is it right a lot of the cultures don't care about each other and we do and to all true Canadians don't let them change us be caring sympathetic and care about each other and believe in Jesus
Identity Attack0.023997234
Insult0.01640493
Profanity0.013029462
Threat0.005854546
Severe Toxicity0.0011587143
Low Tox 0.042657252 Constructive 0.711
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
if you only build 100 000 housing units a year, but you let in 250 000 people and their families members....the math doesnt add up. flood the cities with people you have destitution and homelessness.
if you only build 100 000 housing units a year, but you let in 250 000 people and their families members....the math doesnt add up. flood the cities with people you have destitution and homelessness.
Identity Attack0.0059936526
Insult0.017614283
Profanity0.010313802
Threat0.007974415
Severe Toxicity0.0013637543
Low Tox 0.04216247 Moderate Con 0.449 Economic_Argument
Feb 11, 2026 Canada's tighter immigration policy divides …
And the liberals will do nothing because they let them in in the first place
And the liberals will do nothing because they let them in in the first place
Identity Attack0.014450782
Insult0.016632931
Profanity0.012926984
Threat0.007857903
Severe Toxicity0.0011968613
Low Tox 0.041172907 Low Con 0.163 Policy_Critique
Jan 15, 2026 3 likes 2.9 million Canadian temporary visas …
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 …
Let us not forget this is everyone's earth largely divided by cultural resistance and disagreement.
Let us not forget this is everyone's earth largely divided by cultural resistance and disagreement.
Identity Attack0.01465176
Insult0.013744914
Profanity0.012243799
Threat0.0072106146
Severe Toxicity0.0011491776
Low Tox 0.039935954 Constructive 0.51 Moral_Argument
Feb 12, 2026 3 likes Inside Canada's Indian Invasion...
Nice vid but this is all over the country not just one city. Not once was it mentioned that Bramptonistan is almost entirely paid for the by the Region of Peel. It's almost a welfare …
Nice vid but this is all over the country not just one city. Not once was it mentioned that Bramptonistan is almost entirely paid for the by the Region of Peel. It's almost a welfare state. As for why they let it happen because it's what they want.
Identity Attack0.011099357
Insult0.013516913
Profanity0.019758832
Threat0.007534259
Severe Toxicity0.0017642975
Low Tox 0.039462693 Constructive 0.624 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The deportation number is beside the point. How many are you letting in?
The deportation number is beside the point. How many are you letting in?
Identity Attack0.012541492
Insult0.011540901
Profanity0.010262563
Threat0.008013252
Severe Toxicity0.0011253357
Low Tox 0.039462693 Low Con 0.195 Question
Dec 24, 2025 515 likes Deportations From Canada at Their …
I can tell you one thing, around the 11:00 minute mark I learned these people definitely were not let in to Canada for their singing talent or Music writing skills, it really seems like everything …
I can tell you one thing, around the 11:00 minute mark I learned these people definitely were not let in to Canada for their singing talent or Music writing skills, it really seems like everything they do, is to teach or make people run away and leave. I don't get it.
Identity Attack0.011617327
Insult0.017012933
Profanity0.011423977
Threat0.0071847234
Severe Toxicity0.0011444092
Low Tox 0.038519915 Moderate Con 0.465 Identity_Assertion
Nov 13, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
A single rule can solve the problem, every International student should go back after completion of Post Graduate work permit, then they can apply through Express Entry, Immigration should check their credentials before letting them …
A single rule can solve the problem, every International student should go back after completion of Post Graduate work permit, then they can apply through Express Entry, Immigration should check their credentials before letting them in again
Identity Attack0.022992345
Insult0.011882903
Profanity0.0108774295
Threat0.0068999166
Severe Toxicity0.0010824203
Low Tox 0.037577134 Moderate Con 0.358 Policy_Critique
Sep 13, 2025 1 likes Why Canadians Are Turning Against …
Let's hope they dont fall into the new fast teack list with experience or they'll be fast tracked into citizenship
Let's hope they dont fall into the new fast teack list with experience or they'll be fast tracked into citizenship
Identity Attack0.006770608
Insult0.013668913
Profanity0.0118680475
Threat0.010110466
Severe Toxicity0.0013065338
Low Tox 0.037577134 Low Con 0.252 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Remember there are 70,000 expired student visas that the government has lost track off. Let that sink in. Diversity is our strength.
Remember there are 70,000 expired student visas that the government has lost track off. Let that sink in. Diversity is our strength.
Identity Attack0.0061416444
Insult0.013972916
Profanity0.011611853
Threat0.009074804
Severe Toxicity0.0011587143
Low Tox 0.036634352 Constructive 0.554 Unverified_Claim
Feb 21, 2026 Canadian immigration officers investigating hundreds …
Lets gooo, my hometown haha
Lets gooo, my hometown haha
Identity Attack0.007214582
Insult0.013668913
Profanity0.024062896
Threat0.008440462
Severe Toxicity0.002231598
Low Tox 0.036634352 Moderate Con 0.455 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadians need to understand we have a huge immigration problem. We need to close temporatly our borders. stable our immigration, Health and assitenace programs. We need to fix our problems before we coulld help someone …
Canadians need to understand we have a huge immigration problem. We need to close temporatly our borders. stable our immigration, Health and assitenace programs. We need to fix our problems before we coulld help someone else. We are a sinking ship at the momment. lets not bring everyone down with it.
Identity Attack0.017264472
Insult0.013478912
Profanity0.010313802
Threat0.007870848
Severe Toxicity0.0011587143
Low Tox 0.036162965 Constructive 0.604 Fear_Threat
Nov 24, 2025 1 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.