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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 #}

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
30,738 comments · Page 793 of 1230
I fully expect the next step is them making their own Khalistan nation in what is currently Canada, I expect the same from the various parts of the US like this
I fully expect the next step is them making their own Khalistan nation in what is currently Canada, I expect the same from the various parts of the US like this
Identity Attack0.08831879
Insult0.023479814
Profanity0.015864678
Threat0.010602405
Severe Toxicity0.004005432
Low Tox 0.10956833 Low Con 0.257 Fear_Threat
Feb 25, 2026 2 likes Inside Canada's Indian Invasion...
Cultural relativism is wrong. There are some cultures/practices that would better die out, either by force, or by slow decline. Promoting and protecting them in the end harms everyone.
Cultural relativism is wrong. There are some cultures/practices that would better die out, either by force, or by slow decline. Promoting and protecting them in the end harms everyone.
Identity Attack0.014450782
Insult0.022061773
Profanity0.020373698
Threat0.058826666
Severe Toxicity0.0032806396
Low Tox 0.10956833 Moderate Con 0.364 Moral_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Gaslighting... we brought in more than a million this year...18,000 gone. too funny
Gaslighting... we brought in more than a million this year...18,000 gone. too funny
Identity Attack0.01374736
Insult0.020772645
Profanity0.015693882
Threat0.038220957
Severe Toxicity0.004825592
Low Tox 0.10956833 Low Con 0.268
Dec 24, 2025 3 likes Deportations From Canada at Their …
There's something missing here. I don't understand why people from abroad are being treated as though they are above and special. People from Canada don't even have clear pathways made for them to get wherever …
There's something missing here. I don't understand why people from abroad are being treated as though they are above and special. People from Canada don't even have clear pathways made for them to get wherever each of our aims are. What about investing in ones own citizens? What am I missing? The news presents these stories in an offensive way which fuels annoyance towards incoming. We know you're not a number but why do you have such an entitlement attitude, why do you think you deserve anything from us and why do you think you deserve to get when it means a Canadian will suffer?
Identity Attack0.043839492
Insult0.045593183
Profanity0.015864678
Threat0.007327127
Severe Toxicity0.0024414062
Low Tox 0.10956833 Constructive 0.734
Nov 22, 2025 Quebec Ends Economic Immigration Program …
This isn't just Indian-specific, I have seen many African students do the same. Not all, but many of these international students from developing countries are just enrolling on degrees in western countries with no interest …
This isn't just Indian-specific, I have seen many African students do the same. Not all, but many of these international students from developing countries are just enrolling on degrees in western countries with no interest in studying or completing the degree, just to get entry into the country. They then either drop out after registering or first semester and or work illegally and send money back home. Governments focus too much on capping work and other visas paying little attention to the obvious backdoor routes student visas provide.
Identity Attack0.09162762
Insult0.030926194
Profanity0.023516348
Threat0.008103873
Severe Toxicity0.002784729
Low Tox 0.10956833 Constructive 0.601
Oct 19, 2025 IRCC Names India in Study …
Brampledesh…I knew it! I was there a few years ago and I didn’t see any other race.. I stayed at a friend’s small cottage ground. Which they are or we’re trying to take over the …
Brampledesh…I knew it! I was there a few years ago and I didn’t see any other race.. I stayed at a friend’s small cottage ground. Which they are or we’re trying to take over the land. It was so bizarre all these new houses and people then a street away a small entrance surrounded by trees and cottages. It’s good old Canadians hanging on to the sliver of their community that’s left. But seriously it was really strange and bizarre like I said. 🇨🇦
Identity Attack0.06795148
Insult0.029714199
Profanity0.013576009
Threat0.013372798
Severe Toxicity0.0037765503
Low Tox 0.10956833 Constructive 0.576
Oct 30, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
It's not race that makes countries great or bad. Since there is just one human race. Its the culture that makes places great. Culture or shared ideas among the populace. Specially ideas of being open …
It's not race that makes countries great or bad. Since there is just one human race. Its the culture that makes places great. Culture or shared ideas among the populace. Specially ideas of being open minded, living and letting live, freedom, being tolerant etc. These are the best ideas or culture that if held long enough by the majority of the people will turn that place into a great civilization indeed. Every great civilization of history was built through this culture in history. persian empire, macedonian empire, roman empire, british empire and now the united states etc... were/are all very diverse and very tolerant of indians and their ideas... cultural exchange of ideas through indians and receiving diverse viewpoints which helped them become great. However great empires, great places and civilizations never last. They fall down. They fall down once the culture changes. which is natural since culture is not static but dynamic, since it exists only in the minds of people, it can change in the same generation, or in the next - all it takes is replacing existing ideas with other ideas in the minds of people large enough. This is what we are seeing happening in canada and India... a shift of culture. The same culture of responsible for turning India into a terrible country is being adopted by canadians. Meanwhile for the past few decades.. india on the other hand has been adopting the better culture and growing slowly and steadily with many mistakes and hurdles along the way towards a brighter future... slowly because its huge... steadily because it knows where to go.... mistakes and hurdles because its an open democracy... If this cultural shift keeps continuing this way... There will come a time where canada would look more like afghanistan and India will look like the us or scandinavia... However i hope thats not the case. and its just a phase that does not lead to some significant revolution in terms of peoples thinking.
Identity Attack0.07425626
Insult0.025413504
Profanity0.027273865
Threat0.00780612
Severe Toxicity0.0037574768
Low Tox 0.10956833 Constructive 0.639 Moral_Argument
Feb 26, 2026 Inside Canada's Indian Invasion...
Unfortunately, these problems will never end as the voting populous wants liberals in power. The old Canada will never return
Unfortunately, these problems will never end as the voting populous wants liberals in power. The old Canada will never return
Identity Attack0.051580742
Insult0.0350029
Profanity0.011782649
Threat0.007935578
Severe Toxicity0.002040863
Low Tox 0.10913446 Low Con 0.243 Fear_Threat
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
16:00 AI slops
16:00 AI slops
Identity Attack0.008324518
Insult0.027476108
Profanity0.042413518
Threat0.010757755
Severe Toxicity0.0041770935
Low Tox 0.10913446 Low Con 0.237 Meta_Commentary
Jan 27, 2026 6 likes Inside Canada's Indian Invasion...
They opened a new Indian Headquarters in BC 😂😂
They opened a new Indian Headquarters in BC 😂😂
Identity Attack0.06613251
Insult0.02618698
Profanity0.029596692
Threat0.00951496
Severe Toxicity0.0048446655
Low Tox 0.10913446 Low Con 0.23 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
They are nice people until they con Grandma out of her lifes savings.
They are nice people until they con Grandma out of her lifes savings.
Identity Attack0.0050687063
Insult0.026058068
Profanity0.026044132
Threat0.013702838
Severe Toxicity0.0019741058
Low Tox 0.10913446 Moderate Con 0.309 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Its unacceptable to issue 350.000 visa on single country that we don't even have border with immigration should be totaled freezed except humanitarian issues next 10 years. We already have enough immigrants.
Its unacceptable to issue 350.000 visa on single country that we don't even have border with immigration should be totaled freezed except humanitarian issues next 10 years. We already have enough immigrants.
Identity Attack0.06340405
Insult0.024124376
Profanity0.012722028
Threat0.00866054
Severe Toxicity0.0026512146
Low Tox 0.10913446 Moderate Con 0.5 Policy_Critique
Sep 29, 2025 IRCC Names India in Study …
And they hate Trump ? He’s cleaning up ….Carney should follow suit….look at what’s happening….need I say it’s not only in BC ?
And they hate Trump ? He’s cleaning up ….Carney should follow suit….look at what’s happening….need I say it’s not only in BC ?
Identity Attack0.008583503
Insult0.03827355
Profanity0.0147374235
Threat0.008013252
Severe Toxicity0.0022220612
Low Tox 0.10913446 Moderate Con 0.382 Comparative_Framing
Feb 19, 2026 Canadian immigration officers investigating hundreds …
Hi, I'm from India. People you are talking about is from Punjab state of India. Punjabis were loyal to Britishers that is why these people going to canada etc. Whole India is not going there.
Hi, I'm from India. People you are talking about is from Punjab state of India. Punjabis were loyal to Britishers that is why these people going to canada etc. Whole India is not going there.
Identity Attack0.10221587
Insult0.02373764
Profanity0.019758832
Threat0.0068999166
Severe Toxicity0.0024795532
Low Tox 0.10913446 Constructive 0.648
Jan 14, 2026 Inside Canada's Indian Metropolis (Brampton)
Go Michelle. Sad how nobody in the Liberal government is trying to solve this massive problem in advance. Why is it the Conservatives need to hound them? Clearly the Liberals need a babysitter to get …
Go Michelle. Sad how nobody in the Liberal government is trying to solve this massive problem in advance. Why is it the Conservatives need to hound them? Clearly the Liberals need a babysitter to get them to do their jobs
Identity Attack0.018269362
Insult0.04207976
Profanity0.014054239
Threat0.007857903
Severe Toxicity0.0017929077
Low Tox 0.10913446 Low Con 0.205
Sep 30, 2025 IRCC Names India in Study …
So, the Canadian government welcomes immigrants. Are they open to Palestinian immigration? Or was the recent recognition of the "state of Palestine" a way to keep the Palestinians where they are ... instead of in …
So, the Canadian government welcomes immigrants. Are they open to Palestinian immigration? Or was the recent recognition of the "state of Palestine" a way to keep the Palestinians where they are ... instead of in Canada?
Identity Attack0.10221587
Insult0.022899706
Profanity0.011184863
Threat0.0067057298
Severe Toxicity0.0023269653
Low Tox 0.10913446 Moderate Con 0.36 Question
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
2:35 .... stop reading say what you mean.
2:35 .... stop reading say what you mean.
Identity Attack0.0032558115
Insult0.027605021
Profanity0.017367685
Threat0.008789998
Severe Toxicity0.002231598
Low Tox 0.10913446 Low Con 0.193 Meta_Commentary
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Lol - Corporations are abusing these programs to fire Canadians and replace them with people at lower wages and this is crashing the housing market across the country.
Lol - Corporations are abusing these programs to fire Canadians and replace them with people at lower wages and this is crashing the housing market across the country.
Identity Attack0.036105253
Insult0.032138187
Profanity0.020646973
Threat0.011353259
Severe Toxicity0.0028419495
Low Tox 0.10913446 Moderate Con 0.392 Economic_Argument
Nov 20, 2025 87 likes Quebec Ends Economic Immigration Program …
Next video, Brits retiring in Spain. Need to see that doc
Next video, Brits retiring in Spain. Need to see that doc
Identity Attack0.060675595
Insult0.023608726
Profanity0.025634222
Threat0.012751401
Severe Toxicity0.0041007996
Low Tox 0.10913446 Low Con 0.269 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Pajeetstan 👹👳‍♂️😩
Pajeetstan 👹👳‍♂️😩
Identity Attack0.036105253
Insult0.03827355
Profanity0.14666493
Threat0.007417747
Severe Toxicity0.015221698
Low Tox 0.10913446 Low Con 0.177 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
lol the guy on the bike is a rockstar I would buy him a beer.
lol the guy on the bike is a rockstar I would buy him a beer.
Identity Attack0.0045137387
Insult0.046178754
Profanity0.026454043
Threat0.008738215
Severe Toxicity0.0027656555
Low Tox 0.10913446 Moderate Con 0.473 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
the close up on the flip flops :D
the close up on the flip flops :D
Identity Attack0.004920715
Insult0.021803947
Profanity0.079025
Threat0.010964886
Severe Toxicity0.0050735474
Low Tox 0.10913446 Moderate Con 0.304 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
Why did childbirth plummet. My opinion two reasons one online dating / other websites. 2 Casa living is too high and people don't want to bring a child into this Earth
Why did childbirth plummet. My opinion two reasons one online dating / other websites. 2 Casa living is too high and people don't want to bring a child into this Earth
Identity Attack0.012340514
Insult0.021481665
Profanity0.027547138
Threat0.0101363575
Severe Toxicity0.003376007
Low Tox 0.10913446 Moderate Con 0.479
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
The one guy talking about IQ😂
The one guy talking about IQ😂
Identity Attack0.008583503
Insult0.03423163
Profanity0.041661996
Threat0.0074824756
Severe Toxicity0.003490448
Low Tox 0.10913446 Low Con 0.22
Jan 27, 2026 Inside Canada's Indian Invasion...
Because things are forced upon us. We have no say in the matter. The woke society has taken over. The government is allowing us to suffer in this country for the sake of their own …
Because things are forced upon us. We have no say in the matter. The woke society has taken over. The government is allowing us to suffer in this country for the sake of their own agenda.
Identity Attack0.02138452
Insult0.03335018
Profanity0.017436003
Threat0.008893564
Severe Toxicity0.0020694733
Low Tox 0.10913446 Moderate Con 0.368
Sep 11, 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.