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
Active: "Canada is being destroyed by …" 236 comments · Page 6 of 10
100% correct! Liberals destroyed Canada!!!!
100% correct! Liberals destroyed Canada!!!!
Identity Attack0.23163283
Insult0.21135417
Profanity0.023516348
Threat0.051391184
Severe Toxicity0.008735657
Moderate 0.32971194 Low Con 0.257 Policy_Critique
Feb 25, 2026 'We do know that there's …
Trudeau destroyed Canada.
Trudeau destroyed Canada.
Identity Attack0.06658725
Insult0.2435641
Profanity0.035399333
Threat0.06238277
Severe Toxicity0.010147095
Moderate 0.3281604 Low Con 0.215 Policy_Critique
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
This is why Canada shouldn’t become part of the US: they destroyed their country with immigration.
This is why Canada shouldn’t become part of the US: they destroyed their country with immigration.
Identity Attack0.37012735
Insult0.16124763
Profanity0.020646973
Threat0.013528148
Severe Toxicity0.009727478
Moderate 0.32712606 Low Con 0.232 Fear_Threat
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
How Justinder Singh Trudeep literally and single handedly destroyed Canada 😢😢😢😢😢
How Justinder Singh Trudeep literally and single handedly destroyed Canada 😢😢😢😢😢
Identity Attack0.06658725
Insult0.16861114
Profanity0.027137227
Threat0.1284288
Severe Toxicity0.013543231
Moderate 0.3266089 Low Con 0.276 Policy_Critique
Feb 18, 2026 1 likes Canadian immigration officers investigating hundreds …
Limitless immigration and asylum is destroying canada
Limitless immigration and asylum is destroying canada
Identity Attack0.36702603
Insult0.12702756
Profanity0.027410502
Threat0.020609349
Severe Toxicity0.01121521
Moderate 0.32557452 Low Con 0.24 Fear_Threat
Sep 15, 2025 1 likes Why Canadians Are Turning Against …
Canada is destroyed
Canada is destroyed
Identity Attack0.27991617
Insult0.09855611
Profanity0.08613731
Threat0.13245705
Severe Toxicity0.01502803
Moderate 0.32557452 Moderate Con 0.363
Sep 22, 2025 13 likes Inside Canada's Indian Metropolis (Brampton)
I keep saying, there are certain sectors that should be closed to Canadians. I'm talking about white Canadians and possible black Novia Scotians whose family been in Canada since the 1800s. Canada is being destroyed …
I keep saying, there are certain sectors that should be closed to Canadians. I'm talking about white Canadians and possible black Novia Scotians whose family been in Canada since the 1800s. Canada is being destroyed because the culture of immigrants arent being considered. No diversity is not strength, its the coming together, the togetherness thats strength. Stop allow racist to say you are racist to stand up for your country. Canadians have grown weak for sure under liberal governance. This is your home. If Canada doesnt work out, immigrants can always go back to their homeland.
Identity Attack0.36702603
Insult0.24630153
Profanity0.027410502
Threat0.011327368
Severe Toxicity0.010223389
Moderate 0.32557452 Constructive 0.656
Oct 1, 2025 IRCC Names India in Study …
Canadas a war torn country destroyed by government intervention
Canadas a war torn country destroyed by government intervention
Identity Attack0.2795294
Insult0.24493282
Profanity0.03765389
Threat0.04167421
Severe Toxicity0.0128976675
Moderate 0.3245134 Low Con 0.158 Policy_Critique
Oct 1, 2025 IRCC Names India in Study …
Up yours Carney and Canada destroyed our country. WE NEED ICE!!!!
Up yours Carney and Canada destroyed our country. WE NEED ICE!!!!
Identity Attack0.26155844
Insult0.20201176
Profanity0.02023706
Threat0.06690872
Severe Toxicity0.01412424
Moderate 0.32289913 Low Con 0.274
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
How about that government suport Canadian financially to and encourage them to bring babies? It would be cheaper for the government to do so and it keeps the fabric of Canada by Canadian themselves rather …
How about that government suport Canadian financially to and encourage them to bring babies? It would be cheaper for the government to do so and it keeps the fabric of Canada by Canadian themselves rather than bring so many immigrants who do not integrate in the society and they come to invade , destroy ,and rob the country and peiple because their religion encourage them to do so.
Identity Attack0.36702603
Insult0.16868424
Profanity0.018597418
Threat0.039602257
Severe Toxicity0.013285006
Moderate 0.32236105 Moderate Con 0.442 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
I signed the Alberta independence petition, I am sick and tired of my province subsidizing Eastern Canada $25 billion per year through the unfair equalization payments. They keep voting in communist liberals who try to …
I signed the Alberta independence petition, I am sick and tired of my province subsidizing Eastern Canada $25 billion per year through the unfair equalization payments. They keep voting in communist liberals who try to destroy my province's economy! enough is enough
Identity Attack0.10221587
Insult0.27558193
Profanity0.024131214
Threat0.011249693
Severe Toxicity0.005874634
Moderate 0.32128486 Moderate Con 0.495 Call_To_Action
Feb 26, 2026 32 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Thanks Trudeau for destroying Canada. I hope everyone remembers your legacy of destroying Canadian culture, Canadian kindness all while stealing more money than any other prime minister combined to date. .
Thanks Trudeau for destroying Canada. I hope everyone remembers your legacy of destroying Canadian culture, Canadian kindness all while stealing more money than any other prime minister combined to date. .
Identity Attack0.06704199
Insult0.24928534
Profanity0.015454767
Threat0.046218675
Severe Toxicity0.008049011
Moderate 0.31963667 Moderate Con 0.367
Oct 2, 2025 1 likes Why Canadians Are Turning Against …
Liberal destroyed Canada.
Liberal destroyed Canada.
Identity Attack0.24462871
Insult0.16124763
Profanity0.02932342
Threat0.057856824
Severe Toxicity0.008430481
Moderate 0.31547862 Low Con 0.239
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
To Canadian people, the community that most interested in coming to Canada is Punjabi Sikh, why?-> ISI of Pakistan with CIA radicalized most of them back in 1970 against GOI. They rebels( khalistani ) disguised …
To Canadian people, the community that most interested in coming to Canada is Punjabi Sikh, why?-> ISI of Pakistan with CIA radicalized most of them back in 1970 against GOI. They rebels( khalistani ) disguised themselves as Holy warriors ironically their actions were against Sikh Principles. Long story short Indian Republic went to war with them, smashed their butts . Most of them started taking refuge in UK and Canada. Your Govt tried to fish in troubled waters in India. Back to present, these guys got rich due to better job opportunities. This attracted their relatives to shift as well. This started to take a form of movement in Punjab, India to go settle in Canada. Canadian govt supported this, I don't why they wanted that. Now these guys rally your streets, don't obey rules. Guess what, Canadian Govt is protecting them from Indian Govt. Destroying relationship with Indian Govt just for them.
Identity Attack0.26325142
Insult0.24903896
Profanity0.22612886
Threat0.051067904
Severe Toxicity0.017610285
Moderate 0.31132057 Constructive 0.645 Unverified_Claim
Sep 28, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The proof that Trudeau has destroyed Canada.
The proof that Trudeau has destroyed Canada.
Identity Attack0.047448806
Insult0.23237456
Profanity0.020851927
Threat0.053007595
Severe Toxicity0.0074005127
Moderate 0.30993456 Low Con 0.189 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
We already have way too many and we need mass deportation before Canada is completely destroyed
We already have way too many and we need mass deportation before Canada is completely destroyed
Identity Attack0.25478655
Insult0.08533409
Profanity0.02795705
Threat0.2172668
Severe Toxicity0.013543231
Moderate 0.30539915 Low Con 0.269 Fear_Threat
Jan 5, 2026 Migrants cross into Canada near …
My cousin passed away last week waiting for his visa. He was a young hardworking engineer waiting to get into this country. He was a fluent speaker in English who understood politics in Canada, community, …
My cousin passed away last week waiting for his visa. He was a young hardworking engineer waiting to get into this country. He was a fluent speaker in English who understood politics in Canada, community, and family. He had a full ride PHd thesis scholarship from universities like University of Alberta, Concordia, and Queens in blockchain technology. And my country lets in these delinquent low life criminals who destroy the fabric of society. May God rest his soul.
Identity Attack0.094936445
Insult0.3388922
Profanity0.022901481
Threat0.013476364
Severe Toxicity0.00793457
Moderate 0.30527395 Constructive 0.686 Personal_Narrative
Sep 30, 2025 6 likes IRCC Names India in Study …
They destroyed canada😮😮😮😮
They destroyed canada😮😮😮😮
Identity Attack0.10221587
Insult0.07523532
Profanity0.038655918
Threat0.13815513
Severe Toxicity0.013607788
Moderate 0.30464804 Low Con 0.274
Oct 14, 2025 Inside Canada's Indian Metropolis (Brampton)
What invasion? We all came here legally with passports and valid visas. WE work jobs, help our community, isnt that canadian enough? The temples and gurudwaras of Brapmton literally offer free food and drinks to …
What invasion? We all came here legally with passports and valid visas. WE work jobs, help our community, isnt that canadian enough? The temples and gurudwaras of Brapmton literally offer free food and drinks to anyone and everyone, regardless of their race, sexuality, gender. We're not like the mexicans of the usa where we come here illegally.WE COME HERELEGALLY, do legal jobs, and live peacefully. Do we have our fair share of problems? Yeah, sure. But that really doesnt overcome all the good that we do not only brampton but canada as a whole. If you wanna blame anyone, blame your government for letting in so many people, not us, we are simply ppl who are seeking a better life. Im a 18 year indian canadian teenager and im sorrounded by other indian canadian teenagers as well and we're all here to do good to the country and city, we're planning on becoming lawyers engineers, doctors, etc, yet yall think that we're here to destroy the country that we ourselves keep close to our heart. this video is racist, and nothing else.
Identity Attack0.36598656
Insult0.1640896
Profanity0.04065997
Threat0.00814271
Severe Toxicity0.012833111
Moderate 0.30452284 Constructive 0.791 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Excellent video!! One thing I would like to point out is that Canadians did not VOTE the Liberals in, the election was STOLEN! Yes there were many who are not awake and fell for Carney’s …
Excellent video!! One thing I would like to point out is that Canadians did not VOTE the Liberals in, the election was STOLEN! Yes there were many who are not awake and fell for Carney’s BS but he did not win! Ask yourself why he doesn’t have a Constituency office? Why is there no budget? Red flags!!! Wake up Canada, your beautiful Country is being destroyed before your very eyes!!
Identity Attack0.10409598
Insult0.19500497
Profanity0.047674157
Threat0.013631714
Severe Toxicity0.0104522705
Low Tox 0.295883 Constructive 0.562
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
THE LIBERAL GOVERNMENT IS DESPERATELY ATTEMPTING TO DESTROY CANADA 🇨🇦.
THE LIBERAL GOVERNMENT IS DESPERATELY ATTEMPTING TO DESTROY CANADA 🇨🇦.
Identity Attack0.14875233
Insult0.07333439
Profanity0.024951037
Threat0.13815513
Severe Toxicity0.011062622
Low Tox 0.2922276 Low Con 0.193 Fear_Threat
Jan 11, 2026 Canada’s new rules in 2026
Until our country gets back to proper order, Ontario should do the same. I am sick and tired of being pushed and stepped on for people coming in and wasting our tax money. We pay …
Until our country gets back to proper order, Ontario should do the same. I am sick and tired of being pushed and stepped on for people coming in and wasting our tax money. We pay and suffer with over immigration because our Government wants to destroy Canada.
Identity Attack0.17614605
Insult0.18480228
Profanity0.020920247
Threat0.032005094
Severe Toxicity0.0075149536
Low Tox 0.29039988 Moderate Con 0.477
Nov 23, 2025 Quebec Ends Economic Immigration Program …
Mass Immigration will destroy Canada. I give it 50 years tops. Adiós!
Mass Immigration will destroy Canada. I give it 50 years tops. Adiós!
Identity Attack0.27875587
Insult0.08533409
Profanity0.016342908
Threat0.07476458
Severe Toxicity0.012054443
Low Tox 0.29039988 Moderate Con 0.309
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Mass immigration has destroyed Canada and we are still getting 3500 immigrants a day.👳🏼‍♂️👳🏾‍♂️👳🏿‍♂️👳‍♂️
Mass immigration has destroyed Canada and we are still getting 3500 immigrants a day.👳🏼‍♂️👳🏾‍♂️👳🏿‍♂️👳‍♂️
Identity Attack0.2854555
Insult0.083359696
Profanity0.018529098
Threat0.014393489
Severe Toxicity0.009307861
Low Tox 0.28857216 Moderate Con 0.416 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
RIP Canada its a 3rd world country now. Liberals have utterly destroyed this country socially, economically and our rights and freedoms...
RIP Canada its a 3rd world country now. Liberals have utterly destroyed this country socially, economically and our rights and freedoms...
Identity Attack0.24462871
Insult0.16773392
Profanity0.020168742
Threat0.018537397
Severe Toxicity0.00793457
Low Tox 0.28857216 Moderate Con 0.333 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...

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.