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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

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

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Search comment text, filter by category or toxicity level
Active: "Its back up!" 1,445 comments · Page 55 of 58
Yup! It's time to fight back and not let it get to the point the UK found themselves in before they finally clued in.
Yup! It's time to fight back and not let it get to the point the UK found themselves in before they finally clued in.
Identity Attack0.008139528
Insult0.012794908
Profanity0.012277958
Threat0.010214032
Severe Toxicity0.0012683868
Low Tox 0.033334624 Moderate Con 0.402 Call_To_Action
Aug 25, 2025 Why Canadians Are Turning Against …
Watched a Transport Truck back His trailer over a snow bank then get it stuck in a ditch just this morning. An hour later I saw a guy turn left without the advanced light and …
Watched a Transport Truck back His trailer over a snow bank then get it stuck in a ditch just this morning. An hour later I saw a guy turn left without the advanced light and get side swiped by a City Bus. Can you guess where both at-fault Drivers came from? (This isn't even in Brampton, that's just how quick they spread)
Identity Attack0.0025343532
Insult0.013288911
Profanity0.011782649
Threat0.010654188
Severe Toxicity0.0015258789
Low Tox 0.033334624 Constructive 0.58 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
bro i was in brampton waiting for my bus back to my city i could’ve visited you!
bro i was in brampton waiting for my bus back to my city i could’ve visited you!
Identity Attack0.005660672
Insult0.012870909
Profanity0.017162729
Threat0.009540852
Severe Toxicity0.0017642975
Low Tox 0.033334624 Constructive 0.519 Personal_Narrative
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
It is actually due to the Liberals going back to Chretien and Trudeau pere.
It is actually due to the Liberals going back to Chretien and Trudeau pere.
Identity Attack0.009693438
Insult0.018645585
Profanity0.011184863
Threat0.0062979385
Severe Toxicity0.0011301041
Low Tox 0.03309893 Low Con 0.276 Policy_Critique
Jun 21, 2025 How Canada broke its immigration …
Canada is sending 2 billion dollars to Ukraine again your back tax paying dollars
Canada is sending 2 billion dollars to Ukraine again your back tax paying dollars
Identity Attack0.009027477
Insult0.014238917
Profanity0.011458136
Threat0.006479179
Severe Toxicity0.0011110306
Low Tox 0.032863233 Low Con 0.182
Aug 25, 2025 Why Canadians Are Turning Against …
Just got back from my first ever cruise and fully enjoyed it. Sat through a few presentations on how the ship actually keeps us all safe and afloat and had a behind the scenes peek …
Just got back from my first ever cruise and fully enjoyed it. Sat through a few presentations on how the ship actually keeps us all safe and afloat and had a behind the scenes peek at where the amazing crew eat , sleep and socialize. Also learned how they hire and vet their staff, including all background and health checks before they can work for Royal Caribbean (Celebrity). Hey Mr PM, perhaps you could join this board and learn a thing or two on how to “onboard” people to safeguard all.
Identity Attack0.002626848
Insult0.02103047
Profanity0.0137468055
Threat0.0065244893
Severe Toxicity0.0010681152
Low Tox 0.032863233 Constructive 0.828 Policy_Critique
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
thank you for putting light on this...........WE WANT OUR COUNTRY BACK
thank you for putting light on this...........WE WANT OUR COUNTRY BACK
Identity Attack0.0076215584
Insult0.011768902
Profanity0.0118338885
Threat0.007793174
Severe Toxicity0.0018119812
Low Tox 0.032627538 Moderate Con 0.449 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I came here 25 years ago from India. While growing up, I would go to the terrace of my home and turn the antenna to get Cbc at night. I watched Air Farce One, the …
I came here 25 years ago from India. While growing up, I would go to the terrace of my home and turn the antenna to get Cbc at night. I watched Air Farce One, the green show, NFB and Cbc and was always fascinated with Canada. I knew then when I was 20 that I will make Canada home. I wrote my IELTS ENGLISH test, studied here with good grades. And I did. I have an amazing career and young kids. And I have loved everyday of it. I have watched rerun of trailer park boys about 10 or so times already, watched Corner gas, watch hockey, I have embraced the weather, the people and the values this nation stands for. I have travelled coast to coast and to the great north. Heck I have been to more places in Canada with my job than other Canadians who are born and raised here. Now all I see there these ignorant, entitled effs thinking they can come and change the way of life. Like how Don Cherry said, they want the milk and honey but won't respect the values. I am effing done with this immigration and the government. Steven Harper was the prime minister when I got my citizenship and it was the proudest moment of my life. I really hope Canadians wake up. I know exactly why the racism has gone up and I don't blame the Canadians at all. These clowns bought it on to themselves. I just had enough and wish things would back to how it was 20 or so years ago.
Identity Attack0.011321344
Insult0.016556932
Profanity0.019348921
Threat0.007534259
Severe Toxicity0.0019073486
Low Tox 0.032156147 Constructive 0.658
Sep 20, 2025 26 likes Inside Canada's Indian Metropolis (Brampton)
They will change their name and come back.
They will change their name and come back.
Identity Attack0.0061416444
Insult0.011768902
Profanity0.013883443
Threat0.011405042
Severe Toxicity0.0016593933
Low Tox 0.032156147 Low Con 0.148 Unverified_Claim
Feb 20, 2026 Canadian immigration officers investigating hundreds …
There is a bright side to this; the people going back to their home countries will help lift the standard of living for their country of origin based on the education and skills obtained in …
There is a bright side to this; the people going back to their home countries will help lift the standard of living for their country of origin based on the education and skills obtained in Canada.
Identity Attack0.02037963
Insult0.012338906
Profanity0.009570839
Threat0.006110225
Severe Toxicity0.0010108948
Low Tox 0.03192045 Constructive 0.52
Nov 24, 2025 Quebec Ends Economic Immigration Program …
I want all my money back that I paid taxes for and you took way too much off my cheques if it’s my country and my career and I don’t approve of the last 58 …
I want all my money back that I paid taxes for and you took way too much off my cheques if it’s my country and my career and I don’t approve of the last 58 years of being taken for granted need a great lawyer fighting for me
Identity Attack0.0025158543
Insult0.014314918
Profanity0.012141321
Threat0.0065050707
Severe Toxicity0.00091552734
Low Tox 0.031684756 Constructive 0.543
Aug 29, 2025 Why Canadians Are Turning Against …
They can now go back, I’m sure citizens of Quebec won’t miss them
They can now go back, I’m sure citizens of Quebec won’t miss them
Identity Attack0.0074365693
Insult0.014732921
Profanity0.009835573
Threat0.0072882893
Severe Toxicity0.0009965897
Low Tox 0.031449065 Moderate Con 0.345 Identity_Assertion
Nov 21, 2025 Quebec Ends Economic Immigration Program …
Guess Europe is calling them back ?
Guess Europe is calling them back ?
Identity Attack0.010803374
Insult0.010666896
Profanity0.014942379
Threat0.009048914
Severe Toxicity0.0015830994
Low Tox 0.031213367 Low Con 0.203 Comparative_Framing
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Welcome back, king
Welcome back, king
Identity Attack0.006622616
Insult0.013516913
Profanity0.021740068
Threat0.009747985
Severe Toxicity0.0021839142
Low Tox 0.031213367 Moderate Con 0.421 Solidarity
Feb 3, 2026 8 likes Inside Canada's Indian Invasion...
The country needs the right type of temporary workers that can support the building of housing and not cheap agriculture labor. Also from a student point of view; if they are studying in areas which …
The country needs the right type of temporary workers that can support the building of housing and not cheap agriculture labor. Also from a student point of view; if they are studying in areas which aren't aligned to the needs of the country then need to go back home. It would be a disservice to Canadian's and the students to keep them here.
Identity Attack0.008768492
Insult0.015188923
Profanity0.009434202
Threat0.0062008454
Severe Toxicity0.00084400177
Low Tox 0.029563503 Constructive 0.682 Policy_Critique
Feb 22, 2026 Canada's tighter immigration policy divides …
I know someone working in that department who was complaining to their supervisor about massive fraud as far back as 2017, and they were told to keep pushing people through because the government wanted numbers.
I know someone working in that department who was complaining to their supervisor about massive fraud as far back as 2017, and they were told to keep pushing people through because the government wanted numbers.
Identity Attack0.0029413297
Insult0.01617693
Profanity0.010979908
Threat0.0064144502
Severe Toxicity0.00071525574
Low Tox 0.029563503 Constructive 0.57 Personal_Narrative
Feb 17, 2026 122 likes LILLEY UNLEASHED: The fall of …
This is a World Economic Forum project. Vote conservative and get our country back.
This is a World Economic Forum project. Vote conservative and get our country back.
Identity Attack0.0057346676
Insult0.012642908
Profanity0.011014067
Threat0.007598988
Severe Toxicity0.0011110306
Low Tox 0.029563503 Low Con 0.214 Unverified_Claim
Aug 28, 2025 Why Canadians Are Turning Against …
So, I am applying to TEMPORARY working visa, and when that term is finished, and the government decides not to extend my TEMPORARY visa, I say, oh, wait, I invested so much money in this …
So, I am applying to TEMPORARY working visa, and when that term is finished, and the government decides not to extend my TEMPORARY visa, I say, oh, wait, I invested so much money in this to be PERMANENT, nobody does such an investment to COME BACK to my country... Interesting.
Identity Attack0.0073255757
Insult0.012414906
Profanity0.011663092
Threat0.0059548756
Severe Toxicity0.00092983246
Low Tox 0.029445656 Moderate Con 0.434 Personal_Narrative
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
I'd like to see a video explaining how refugees give back more than they gain in the beginning, as you claimed at the end?
I'd like to see a video explaining how refugees give back more than they gain in the beginning, as you claimed at the end?
Identity Attack0.01465176
Insult0.010666896
Profanity0.011406898
Threat0.0067963502
Severe Toxicity0.0009441376
Low Tox 0.029445656 Moderate Con 0.48
Dec 24, 2018 63 likes How much do refugees and …
Going back to the late 70s my dad used to call it Bramladesh
Going back to the late 70s my dad used to call it Bramladesh
Identity Attack0.010063417
Insult0.011312899
Profanity0.019280603
Threat0.008181547
Severe Toxicity0.0016880035
Low Tox 0.02873857 Moderate Con 0.362 Personal_Narrative
Jan 26, 2026 13 likes Inside Canada's Indian Metropolis (Brampton)
Canada was sold back in 2015; it's already too late. Not just tim hortins anymore, they are higher positions of power and steer policy to better themselves
Canada was sold back in 2015; it's already too late. Not just tim hortins anymore, they are higher positions of power and steer policy to better themselves
Identity Attack0.0075845607
Insult0.015644927
Profanity0.010365041
Threat0.006686311
Severe Toxicity0.0009059906
Low Tox 0.028620722 Low Con 0.267 Unverified_Claim
Oct 3, 2025 2 likes IRCC Names India in Study …
I'd like the "Government Sponsored" asylum seeker program please and a Canadian passport. I'm not really interested in working. Can I collect my Canadian welfare benefits from Miami? I can still fly back to visit …
I'd like the "Government Sponsored" asylum seeker program please and a Canadian passport. I'm not really interested in working. Can I collect my Canadian welfare benefits from Miami? I can still fly back to visit your office a couple times a year if you want.
Identity Attack0.010803374
Insult0.012756908
Profanity0.009622077
Threat0.006265574
Severe Toxicity0.0009822845
Low Tox 0.028620722 Constructive 0.674
Dec 29, 2017 8 likes How much do refugees and …
Feels like are back in Great Depression and Government is living and admiring history?
Feels like are back in Great Depression and Government is living and admiring history?
Identity Attack0.004328749
Insult0.014390918
Profanity0.010723713
Threat0.0063950317
Severe Toxicity0.0008678436
Low Tox 0.028385026 Low Con 0.207
Jan 15, 2026 Canada’s new rules in 2026
SEND THEM BACK HOME ? THEY WILL NEVER BI CANADIANS WITH LOVE OF THIS GREAT COUNTRY
SEND THEM BACK HOME ? THEY WILL NEVER BI CANADIANS WITH LOVE OF THIS GREAT COUNTRY
Identity Attack0.023008294
Insult0.0025617492
Profanity0.0001309912
Threat0.0013773915
Severe Toxicity0.000007673837
Low Tox 0.027914505 Identity_Assertion
Apr 15, 2025
*Came here to study as student on paper but he never went back*
*Came here to study as student on paper but he never went back*
Identity Attack0.006178642
Insult0.009868891
Profanity0.01805087
Threat0.0074565844
Severe Toxicity0.001373291
Low Tox 0.027088705 Moderate Con 0.356
Oct 25, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)

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.