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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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30,738 comments · Page 649 of 1230
Tyler proved Canada -> USA human trafficking/illegal immigration and all people are talking about is the bike guy.
Tyler proved Canada -> USA human trafficking/illegal immigration and all people are talking about is the bike guy.
Identity Attack0.10221587
Insult0.0838533
Profanity0.012312118
Threat0.0066798385
Severe Toxicity0.004119873
Low Tox 0.18649188 Low Con 0.294 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Aaabharrrr gareattt 5000000000000000000000000000 tarrrillion year old culture saaaaaar. Our oldeeeest reliziuuuum before the origin of the univaarassrse saaaaar Balieve me saaaar our 33 million gods are bher real saaaar Piroudddddd tanataniii, Jay hanugand, Ga) shreeee …
Aaabharrrr gareattt 5000000000000000000000000000 tarrrillion year old culture saaaaaar. Our oldeeeest reliziuuuum before the origin of the univaarassrse saaaaar Balieve me saaaar our 33 million gods are bher real saaaar Piroudddddd tanataniii, Jay hanugand, Ga) shreeee 2gb ram
Identity Attack0.1444726
Insult0.11616662
Profanity0.14490221
Threat0.08396416
Severe Toxicity0.02406851
Low Tox 0.18649188 Low Con 0.3 Humor_Satire
Feb 8, 2026 Inside Canada's Indian Invasion...
go home
go home
Identity Attack0.011543332
Insult0.0573046
Profanity0.027820412
Threat0.015602129
Severe Toxicity0.0059127808
Low Tox 0.18649188 Moderate Con 0.42
Aug 14, 2025 How Canada broke its immigration …
If you comes here ❤❤❤please this is CANADA COUNTTRY please you must underrand this is CANADA NOT YOUR COUNTRY ., SO PLEASE YOU MYST FOLLOW ALL THE CANADAINS LAWS AT ALL 😮😮😮
If you comes here ❤❤❤please this is CANADA COUNTTRY please you must underrand this is CANADA NOT YOUR COUNTRY ., SO PLEASE YOU MYST FOLLOW ALL THE CANADAINS LAWS AT ALL 😮😮😮
Identity Attack0.10221587
Insult0.04969218
Profanity0.016479544
Threat0.0074565844
Severe Toxicity0.0064086914
Low Tox 0.18649188 Moderate Con 0.357
Oct 7, 2025 1 likes IRCC Names India in Study …
In 19th century british rule india, but in future indians rule canada, australia definately And local people just barking on them , there is slogan like when elephant moves dog will always bark. But elephant …
In 19th century british rule india, but in future indians rule canada, australia definately And local people just barking on them , there is slogan like when elephant moves dog will always bark. But elephant have to ignore them and move towards his goal
Identity Attack0.10221587
Insult0.0808917
Profanity0.019348921
Threat0.009618527
Severe Toxicity0.004425049
Low Tox 0.18649188 Moderate Con 0.309 Comparative_Framing
Feb 28, 2026 Inside Canada's Indian Invasion...
Indeed, we immigrants must integrate not change the hosting country ! And Canada belonged to Native American Indians !
Indeed, we immigrants must integrate not change the hosting country ! And Canada belonged to Native American Indians !
Identity Attack0.2028587
Insult0.046764325
Profanity0.013405213
Threat0.006259101
Severe Toxicity0.0040626526
Low Tox 0.18649188 Constructive 0.589
Aug 26, 2025 Why Canadians Are Turning Against …
About time thank you tyler were all sick of this and Singh Hortons in vancouver bc
About time thank you tyler were all sick of this and Singh Hortons in vancouver bc
Identity Attack0.00932346
Insult0.15485314
Profanity0.01887069
Threat0.0068287146
Severe Toxicity0.002632141
Low Tox 0.18649188 Moderate Con 0.416
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Western countries are only successful in the absence of thirdworlders. Once you import them, you import their behavior, which creates thirdworld conditions. Firstworld becomes thirdworld.
Western countries are only successful in the absence of thirdworlders. Once you import them, you import their behavior, which creates thirdworld conditions. Firstworld becomes thirdworld.
Identity Attack0.16801116
Insult0.061451588
Profanity0.017299367
Threat0.007598988
Severe Toxicity0.005569458
Low Tox 0.18649188 Low Con 0.151
Jun 17, 2025 How Canada broke its immigration …
If you're not integrating then you're invading.
If you're not integrating then you're invading.
Identity Attack0.06385879
Insult0.05203446
Profanity0.03690237
Threat0.011379151
Severe Toxicity0.0049972534
Low Tox 0.18649188 Low Con 0.188
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Indians couldn't make India, the Akhand Bharat so they decided to conquer Canada instead and make it Akhand Bharat. I flew out of Pearson Airport in 1997 and every other person was Indian and now …
Indians couldn't make India, the Akhand Bharat so they decided to conquer Canada instead and make it Akhand Bharat. I flew out of Pearson Airport in 1997 and every other person was Indian and now almost the entire population of the Toronto seems to be Indian.
Identity Attack0.27682206
Insult0.04032305
Profanity0.016479544
Threat0.007327127
Severe Toxicity0.004711151
Low Tox 0.18649188 Constructive 0.533 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
This is propaganda video for the Liberal party even tho it is delivered by a extreme leftist woman from the CBC. The amount refugees get upto $50,000 is a lot more than many Canadian families …
This is propaganda video for the Liberal party even tho it is delivered by a extreme leftist woman from the CBC. The amount refugees get upto $50,000 is a lot more than many Canadian families make. Most Canadians are not elegible for legal aid or dental care. Who bears the cost of medicare, education, housing, policing, crime.....you guessed it, the Canadian Taxpayer. You know it is a propaganda video when she said the refugees give back more than they take. Do you see woman in a hijab or nicab working ?? She is not allowed by her religion to mix where there are men around. So most of them are pregnant, with 3 or 4 other toddlers around and you see them in malls at all hours of the day. That's how you tell the govt that you have not settled well yet and get more aid. The boat people of Vietnam came from a culture that honored hard work, education, discipline, creating wealth and the women had no restriction from religion in working with men (a lot of them were Catholic or Buddhist). The middle east people are a whole different kettle of fish. It's men who work, if at all, and women are primarily for breeding.They are not allowed to socialise with men outside the family and have to be accompanied by a male relative while outside the home. It's been five years since they landed and there have been many acts of terrorism Canadians have been faced with. However, they have become citizens and who are they voting for ??? It's not the PC. That leaves NDP and Liberals. 99% Liberals.
Identity Attack0.10757765
Insult0.07935401
Profanity0.02071529
Threat0.007935578
Severe Toxicity0.0050354004
Low Tox 0.18649188 Constructive 0.665
Jun 18, 2023 1 likes How much do refugees and …
Cover the story about Brookfield mowing down the Amazon rainforest, and carney being fined 800k for owning slaves
Cover the story about Brookfield mowing down the Amazon rainforest, and carney being fined 800k for owning slaves
Identity Attack0.08666438
Insult0.06337463
Profanity0.023311393
Threat0.011456826
Severe Toxicity0.005760193
Low Tox 0.18649188 Low Con 0.218
Jan 3, 2026 16 likes New rules, regulations take effect …
Just so you are aware, having that knife is perfectly legal. However if the reason you have it is for self defense that's illegal in commie canada.
Just so you are aware, having that knife is perfectly legal. However if the reason you have it is for self defense that's illegal in commie canada.
Identity Attack0.08583717
Insult0.058475737
Profanity0.018392462
Threat0.06432246
Severe Toxicity0.006904602
Low Tox 0.18649188 Moderate Con 0.349 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
India could send 2,000,000 peoppe to EVERY country on earth and still hage 1 Billion indians in india. That includes countries like the Vatican, Luxembourg and Micronesia, countries with essentially no population.
India could send 2,000,000 peoppe to EVERY country on earth and still hage 1 Billion indians in india. That includes countries like the Vatican, Luxembourg and Micronesia, countries with essentially no population.
Identity Attack0.18235919
Insult0.034782536
Profanity0.020851927
Threat0.023371955
Severe Toxicity0.0065612793
Low Tox 0.18649188 Low Con 0.277 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
I ask the man with the bicycle, "which race of people commits the most crime in the last 200 years?"
I ask the man with the bicycle, "which race of people commits the most crime in the last 200 years?"
Identity Attack0.15517195
Insult0.04442204
Profanity0.015967157
Threat0.008466354
Severe Toxicity0.0051879883
Low Tox 0.18649188 Moderate Con 0.304 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Corruption is a big part of it
Corruption is a big part of it
Identity Attack0.019575719
Insult0.055547886
Profanity0.03389629
Threat0.009618527
Severe Toxicity0.0044822693
Low Tox 0.18649188 Low Con 0.253 Policy_Critique
Feb 18, 2026 226 likes Canadian immigration officers investigating hundreds …
Brampton. Full of saharas ❤❤❤
Brampton. Full of saharas ❤❤❤
Identity Attack0.13591312
Insult0.061976057
Profanity0.06596114
Threat0.011172019
Severe Toxicity0.012703998
Low Tox 0.18649188 Moderate Con 0.425
Jan 27, 2026 Inside Canada's Indian Invasion...
You left your value because you had none.
You left your value because you had none.
Identity Attack0.0047172266
Insult0.08030447
Profanity0.023174755
Threat0.00704232
Severe Toxicity0.002708435
Low Tox 0.18649188 Low Con 0.232
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
It's SINGH HORTONS in 2026! Tim Horton's died.
It's SINGH HORTONS in 2026! Tim Horton's died.
Identity Attack0.006289636
Insult0.035553806
Profanity0.021398475
Threat0.1348172
Severe Toxicity0.007019043
Low Tox 0.18649188 Low Con 0.158 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
I feel like the only opinions that should matter here are those of the First Nations peoples. Everyone else is talking as if they themselves aren’t immigrants
I feel like the only opinions that should matter here are those of the First Nations peoples. Everyone else is talking as if they themselves aren’t immigrants
Identity Attack0.17925262
Insult0.04852104
Profanity0.021535112
Threat0.0065244893
Severe Toxicity0.0040626526
Low Tox 0.18649188 Moderate Con 0.455 Moral_Argument
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
They invaded Canada without guns and won.😂😂
They invaded Canada without guns and won.😂😂
Identity Attack0.06522302
Insult0.028502205
Profanity0.02126184
Threat0.13262562
Severe Toxicity0.0075531006
Low Tox 0.18649188 Low Con 0.179
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
แคนาดาพยายามแบ่งแยกอินเดีย แต่พวกเขาไม่รู้ตัวว่ากำลังจะแบ่งแยก 😂😂
แคนาดาพยายามแบ่งแยกอินเดีย แต่พวกเขาไม่รู้ตัวว่ากำลังจะแบ่งแยก 😂😂
Identity Attack0.019374741
Insult0.035443626
Profanity0.17864552
Threat0.0113014765
Severe Toxicity0.016964722
Low Tox 0.18554166 Low Con 0.123 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Start the mass deportation we want Canada back we want the jobs back atleast 10 million gone
Start the mass deportation we want Canada back we want the jobs back atleast 10 million gone
Identity Attack0.10221587
Insult0.031146556
Profanity0.01354185
Threat0.02803385
Severe Toxicity0.005645752
Low Tox 0.18554166 Low Con 0.278
Aug 27, 2025 Why Canadians Are Turning Against …
Countries with massive populations should be at the bottom of the list for immigration. It's just common sense, we already have 1.5 BILLION indians, so why would we want them migrating in large numbers to …
Countries with massive populations should be at the bottom of the list for immigration. It's just common sense, we already have 1.5 BILLION indians, so why would we want them migrating in large numbers to other countries too?! The same applies to Africans. From a practical standpoint, White-majority nations should be protected from demographic change. We've benefited enormously from these countries, and any rational person would want them to stay as they are.
Identity Attack0.23163283
Insult0.034011267
Profanity0.024199532
Threat0.008336896
Severe Toxicity0.005531311
Low Tox 0.18554166 Constructive 0.586 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
As an Indian, I agree with the respondents of this video. Too many Indians are leaving India to live in western countries, and causing a massive shift in the demographics of that nation. This is …
As an Indian, I agree with the respondents of this video. Too many Indians are leaving India to live in western countries, and causing a massive shift in the demographics of that nation. This is definately cause of concern for the residents there. Immigration should be stopped.
Identity Attack0.24801466
Insult0.033239998
Profanity0.019007329
Threat0.009592636
Severe Toxicity0.0049972534
Low Tox 0.18554166 Constructive 0.733
Sep 20, 2025 21 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.