Skip to content
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.

Search & Filter

Search comment text, filter by category or toxicity level
30,738 comments · Page 647 of 1230
The sad part the country becomes the same way as what they left back in their countries. Then they run for office same corruption It’s back to square one again just in a different location
The sad part the country becomes the same way as what they left back in their countries. Then they run for office same corruption It’s back to square one again just in a different location
Identity Attack0.049761772
Insult0.110259406
Profanity0.015044857
Threat0.0066215824
Severe Toxicity0.0031852722
Low Tox 0.1883923 Low Con 0.248 Fear_Threat
Aug 26, 2025 Why Canadians Are Turning Against …
Thank God. As an American in Québec who is fluent in French, these kind of policies were turning this unique province into another boring and culture-less Ontario. Adios and au revoir. Québec needs to entirely …
Thank God. As an American in Québec who is fluent in French, these kind of policies were turning this unique province into another boring and culture-less Ontario. Adios and au revoir. Québec needs to entirely focus on francophone immigration. MOST of these « English speakers » in the « important » industries he is talking about are NOT native English speakers. Go somewhere else where French has not existed for the past 400 years if you do not speak French. Not just immigration fatigue but globalization fatigue.
Identity Attack0.10221587
Insult0.09270445
Profanity0.020646973
Threat0.006815769
Severe Toxicity0.0044059753
Low Tox 0.1883923 Constructive 0.616
Nov 23, 2025 29 likes Quebec Ends Economic Immigration Program …
My son is 16 years old can't even find a part time job unbelievable Canada is going down I'm a daughter of Italian immigrants and I can safely say Canada has lost its culture richness …
My son is 16 years old can't even find a part time job unbelievable Canada is going down I'm a daughter of Italian immigrants and I can safely say Canada has lost its culture richness so sad
Identity Attack0.14661247
Insult0.06494803
Profanity0.017094411
Threat0.006874025
Severe Toxicity0.0043296814
Low Tox 0.1883923 Constructive 0.682
Aug 28, 2025 3 likes Why Canadians Are Turning Against …
5:32 ayo what is he yapping about
5:32 ayo what is he yapping about
Identity Attack0.011617327
Insult0.036435258
Profanity0.0864606
Threat0.011689849
Severe Toxicity0.00705719
Low Tox 0.1883923 Moderate Con 0.302
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Just went to Windsor to gamble at Caesars this weekend from Detroit and man I swear it’s only Indians. Felt like I was walking around Dearborn 😂
Just went to Windsor to gamble at Caesars this weekend from Detroit and man I swear it’s only Indians. Felt like I was walking around Dearborn 😂
Identity Attack0.22458547
Insult0.045007613
Profanity0.057944927
Threat0.008712323
Severe Toxicity0.007019043
Low Tox 0.1883923 Moderate Con 0.427 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
There was a group of middle eastern men at a local gas station a few years ago, and they were getting loud and rude with one of the locals (smaller town,) They weren't long finding …
There was a group of middle eastern men at a local gas station a few years ago, and they were getting loud and rude with one of the locals (smaller town,) They weren't long finding somewhere else to be when the local guy made a call and twenty plus guys showed up and advised these men that they were outnumbered and might want to remember that in the future, As they were leaving one of them said, you'll find out when we are the majority in this country. They don't want integration, they want to conquer the country and bring in sharia law and their religion based government.
Identity Attack0.10221587
Insult0.08434689
Profanity0.043916557
Threat0.011482717
Severe Toxicity0.005607605
Low Tox 0.1883923 Constructive 0.591 Unverified_Claim
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
Deport.
Deport.
Identity Attack0.06249457
Insult0.033019636
Profanity0.017572641
Threat0.032695748
Severe Toxicity0.005531311
Low Tox 0.1883923 Moderate Con 0.307
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
the lie needs to end, quit spreading it, talk to real people, get out of your bubble in the media/politics/Toronto
the lie needs to end, quit spreading it, talk to real people, get out of your bubble in the media/politics/Toronto
Identity Attack0.008509507
Insult0.11978693
Profanity0.016957775
Threat0.00704232
Severe Toxicity0.00207901
Low Tox 0.1883923 Low Con 0.187 Call_To_Action
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
If you think India's better go back
If you think India's better go back
Identity Attack0.16993292
Insult0.053205602
Profanity0.032643758
Threat0.012181788
Severe Toxicity0.007133484
Low Tox 0.1883923 Low Con 0.189 Identity_Assertion
Feb 24, 2026 Inside Canada's Indian Invasion...
Caramel invasion et bien avant ça il y avait la ilef invasion mais sa personne n'en parle comme c'est bizarre
Caramel invasion et bien avant ça il y avait la ilef invasion mais sa personne n'en parle comme c'est bizarre
Identity Attack0.10221587
Insult0.12883772
Profanity0.053435806
Threat0.00704232
Severe Toxicity0.023076924
Low Tox 0.18744208 Moderate Con 0.324 Comparative_Framing
Feb 10, 2026 Inside Canada's Indian Invasion...
An Indian colony in Canada. Not surprised to see this.
An Indian colony in Canada. Not surprised to see this.
Identity Attack0.18546575
Insult0.05086332
Profanity0.016342908
Threat0.0066733654
Severe Toxicity0.0044822693
Low Tox 0.18744208 Low Con 0.183
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
Nul, il se répète 😢
Nul, il se répète 😢
Identity Attack0.0016834025
Insult0.24171697
Profanity0.054437835
Threat0.005522811
Severe Toxicity0.0032234192
Low Tox 0.18744208 Low Con 0.187 Meta_Commentary
Mar 3, 2026 Inside Canada's Indian Invasion...
This is Canada. You can't carry a knife to defend yourself.
This is Canada. You can't carry a knife to defend yourself.
Identity Attack0.08087392
Insult0.031697463
Profanity0.015010698
Threat0.1368402
Severe Toxicity0.008773804
Low Tox 0.18744208 Low Con 0.193 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Just dont ship then to Saskatchewan keep them in Brampton or India 😂😂😂
Just dont ship then to Saskatchewan keep them in Brampton or India 😂😂😂
Identity Attack0.13805299
Insult0.053205602
Profanity0.021808386
Threat0.011146127
Severe Toxicity0.00541687
Low Tox 0.18744208 Low Con 0.164 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm to drunk to tell if this is serious or not. Drunk me really thinks this is real.
I'm to drunk to tell if this is serious or not. Drunk me really thinks this is real.
Identity Attack0.0068076057
Insult0.06529768
Profanity0.10240069
Threat0.009592636
Severe Toxicity0.004634857
Low Tox 0.18744208 Moderate Con 0.326 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Due to Trudeau and Jagmeet Singh Canadian becoming third world countries citizen in their native county Canada 🇨🇦
Due to Trudeau and Jagmeet Singh Canadian becoming third world countries citizen in their native county Canada 🇨🇦
Identity Attack0.1294935
Insult0.07935401
Profanity0.011441057
Threat0.0062396824
Severe Toxicity0.004081726
Low Tox 0.18744208 Low Con 0.182 Policy_Critique
Nov 4, 2025 IRCC Names India in Study …
2:23 "Its not called brown town for nothing" 😭🙏
2:23 "Its not called brown town for nothing" 😭🙏
Identity Attack0.1232452
Insult0.03665562
Profanity0.044167064
Threat0.010783645
Severe Toxicity0.0076675415
Low Tox 0.18744208 Moderate Con 0.413 Humor_Satire
Sep 28, 2025 59 likes Inside Canada's Indian Metropolis (Brampton)
2:33 the assimilation question...what would be different if they assimilate? everything will still be Indian...the difference is not just the fact that they are not working...they have totally different values and culture and mentality...so the …
2:33 the assimilation question...what would be different if they assimilate? everything will still be Indian...the difference is not just the fact that they are not working...they have totally different values and culture and mentality...so the question is why they come from their countries and turn the other countries into their country again? maybe one of the reasons native Canadians are homeless and poor is because they feel that they do not have their culture anymore...they literally had the rug pulled from under them...it is depressing and distressful...they have been discarded and left totally unprotected
Identity Attack0.19100772
Insult0.06564732
Profanity0.02344803
Threat0.0072235605
Severe Toxicity0.0049972534
Low Tox 0.18744208 Constructive 0.612 Identity_Assertion
Jan 30, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
Please remember you came here as IMMIGRANTS not MISSIONARIES . Come to CANADA and live by CANADIAN rules or find someplace else to go.
Please remember you came here as IMMIGRANTS not MISSIONARIES . Come to CANADA and live by CANADIAN rules or find someplace else to go.
Identity Attack0.12556632
Insult0.0638991
Profanity0.012107162
Threat0.0077672824
Severe Toxicity0.004501343
Low Tox 0.18744208 Moderate Con 0.363 Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
They go to our beaches and they soil the sand. We have toilets use them. They’re fishing the streams, when you’re not supposed to. what Trudeau did and open the doors of Canada to so …
They go to our beaches and they soil the sand. We have toilets use them. They’re fishing the streams, when you’re not supposed to. what Trudeau did and open the doors of Canada to so many people was wrong not all of them had papers or passports. You can’t even be sure whether some of them were criminals or not.
Identity Attack0.023796257
Insult0.14874944
Profanity0.015454767
Threat0.007197669
Severe Toxicity0.002937317
Low Tox 0.18744208 Moderate Con 0.44
Sep 11, 2025 Why Canadians Are Turning Against …
9:25 when that person said ' I am proud to be Canadian', as an Indian I feel ashamed of that person. What is not there in India. Of course we can go to countries like …
9:25 when that person said ' I am proud to be Canadian', as an Indian I feel ashamed of that person. What is not there in India. Of course we can go to countries like Canada, USA to build a better professional life but not for a long time. Definitely not. It is someone else country. We don't have the right to take away their property.
Identity Attack0.17226285
Insult0.061626412
Profanity0.0166845
Threat0.007365964
Severe Toxicity0.003566742
Low Tox 0.18744208 Constructive 0.681
Oct 7, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
So sick of having a service sector that I cannot understand what they are saying, they cant understand me. I am losing patience.
So sick of having a service sector that I cannot understand what they are saying, they cant understand me. I am losing patience.
Identity Attack0.0058086636
Insult0.110259406
Profanity0.021945024
Threat0.0066215824
Severe Toxicity0.0019550323
Low Tox 0.18744208 Moderate Con 0.413 Personal_Narrative
Sep 13, 2025 2 likes Why Canadians Are Turning Against …
If Carney wasn’t happy with her performance she’d be fired!
If Carney wasn’t happy with her performance she’d be fired!
Identity Attack0.0059936526
Insult0.053205602
Profanity0.019758832
Threat0.13178273
Severe Toxicity0.004081726
Low Tox 0.18744208 Low Con 0.265 Policy_Critique
Feb 26, 2026 46 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Mark "Who Cares about real Canadians" Carney
Mark "Who Cares about real Canadians" Carney
Identity Attack0.105836816
Insult0.071116626
Profanity0.024541125
Threat0.0066280556
Severe Toxicity0.004749298
Low Tox 0.18744208 Low Con 0.202 Identity_Assertion
Feb 24, 2026 3 likes 'We do know that there's …
Deport 18,000 and let in 1 million. Immigration lawyers have created a very lucrative racket.
Deport 18,000 and let in 1 million. Immigration lawyers have created a very lucrative racket.
Identity Attack0.10221587
Insult0.04852104
Profanity0.014498309
Threat0.018019408
Severe Toxicity0.00415802
Low Tox 0.18744208 Low Con 0.264
Dec 26, 2025 Deportations From Canada at Their …

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.