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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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Active: "a youtuber did more in …" 114 comments · Page 4 of 5
Stop to add commercials in YouTube Premium!
Stop to add commercials in YouTube Premium!
Identity Attack0.00880549
Insult0.029163294
Profanity0.030389199
Threat0.00933372
Severe Toxicity0.005836487
Low Tox 0.17198499 Low Con 0.224 Advertisement_Spam
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
This is a CBC commercial for Trudeau's Liberals. So, they allow comments here on this story. Other less favorable Liberal stories by the CBC on YouTube, don't allow for a comment section. These migrants come …
This is a CBC commercial for Trudeau's Liberals. So, they allow comments here on this story. Other less favorable Liberal stories by the CBC on YouTube, don't allow for a comment section. These migrants come from the U.S. when the economy there is booming...WHY? It makes me wonder if many of these migrants are the worst ones. America is the first choice of most immigrants, what are these migrants running from in the U.S.???
Identity Attack0.10293542
Insult0.06424874
Profanity0.012722028
Threat0.0066086366
Severe Toxicity0.0028800964
Low Tox 0.1641865 Constructive 0.562
Feb 4, 2019 How much do refugees and …
I truly hope people will take the time to see the Canadian Indian content on YouTube, there is a culture of bragging about taking over, they celebrate the outrage. These are not people who were …
I truly hope people will take the time to see the Canadian Indian content on YouTube, there is a culture of bragging about taking over, they celebrate the outrage. These are not people who were raised to share the values of Canadians, and they can't ever be taught, certainly not if they're allowed to take over entire cities.
Identity Attack0.10221587
Insult0.061451588
Profanity0.014874061
Threat0.008000307
Severe Toxicity0.0032615662
Low Tox 0.15711457 Constructive 0.616 Identity_Assertion
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
CEO of Youtube was def responsible for this video getting taken down
CEO of Youtube was def responsible for this video getting taken down
Identity Attack0.013646871
Insult0.029163294
Profanity0.047674157
Threat0.013702838
Severe Toxicity0.0042533875
Low Tox 0.14429577 Low Con 0.254 Meta_Commentary
Feb 3, 2026 Inside Canada's Indian Invasion...
Smuggler sees his house on YouTube later 😭
Smuggler sees his house on YouTube later 😭
Identity Attack0.013646871
Insult0.030926194
Profanity0.05168226
Threat0.018710058
Severe Toxicity0.0064086914
Low Tox 0.14256015 Moderate Con 0.322
Jan 27, 2026 Inside Canada's Indian Invasion...
Hey, did anyone notice this VIDEO was removed and than reappeared on his YOUTUBE Channel 💭
Hey, did anyone notice this VIDEO was removed and than reappeared on his YOUTUBE Channel 💭
Identity Attack0.013445892
Insult0.024511116
Profanity0.043165036
Threat0.019573374
Severe Toxicity0.0074768066
Low Tox 0.14082454 Low Con 0.276 Meta_Commentary
Feb 3, 2026 4 likes Inside Canada's Indian Invasion...
you are the realest youtuber i know i just seen a police bodycam on you and you are real!!
you are the realest youtuber i know i just seen a police bodycam on you and you are real!!
Identity Attack0.019776696
Insult0.026831545
Profanity0.068967216
Threat0.064969026
Severe Toxicity0.009498596
Low Tox 0.14082454 Constructive 0.532 Meta_Commentary
Feb 4, 2026 Inside Canada's Indian Invasion...
The sad reality is that if our government wasn't taxing our young Canadians to death from the moment they get started at attempting to build a future for themselves, the young Canadians would actually be …
The sad reality is that if our government wasn't taxing our young Canadians to death from the moment they get started at attempting to build a future for themselves, the young Canadians would actually be putting thought into having children and starting families. But the reality is they can't afford it and everyone knows that our young Canadians don't make the list of government handouts. As a child immigrant to Canada, I am absolutely disgusted with what we've turned into and how easy it is for today's immigrants to come here, it's like spitting in the faces of immigrants like my parents and many others who had to work their asses off to be here and make a life for themselves and their kids. Every older generation immigrant I have spoken with says they feel like all of their sacrifice was for nothing. When we immigrated here, we kept our traditions, but we also embraced Canadian traditions and I passed our traditions onto my child, but she was raised Canadian and she embraces both. Our whole family has been proudly Canadian since the day we came here and it breaks our hearts to see what our Canada has become. Love that you put this out on YouTube so more people can wake up to the realities of the state of Canada. Great work!! 🙌
Identity Attack0.042550452
Insult0.05086332
Profanity0.025770858
Threat0.01119791
Severe Toxicity0.0037765503
Low Tox 0.11419344 Constructive 0.837 Personal_Narrative
Aug 25, 2025 18 likes Why Canadians Are Turning Against …
Youtube unsubscribed me
Youtube unsubscribed me
Identity Attack0.016460562
Insult0.020321451
Profanity0.03915693
Threat0.010162249
Severe Toxicity0.0034713745
Low Tox 0.11398677 Moderate Con 0.383 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
WHERE IS THE YOUTUBE CEO FROM!?!?!?!?!
WHERE IS THE YOUTUBE CEO FROM!?!?!?!?!
Identity Attack0.008250522
Insult0.024382202
Profanity0.033144772
Threat0.00951496
Severe Toxicity0.005302429
Low Tox 0.11378009 Low Con 0.174
Jan 27, 2026 43 likes Inside Canada's Indian Invasion...
Youtube unbanned this gem
Youtube unbanned this gem
Identity Attack0.020882076
Insult0.025155678
Profanity0.05543986
Threat0.012337137
Severe Toxicity0.0046920776
Low Tox 0.11336674 Low Con 0.275 Meta_Commentary
Feb 6, 2026 2 likes Inside Canada's Indian Invasion...
then explain how we are literally the most successful group in the west especially in the US? Also tell that to Kash Patel, Vivek Ramaswamy and the numerous Indian CEOs all over America. Indians in …
then explain how we are literally the most successful group in the west especially in the US? Also tell that to Kash Patel, Vivek Ramaswamy and the numerous Indian CEOs all over America. Indians in the UK USA Australia according to govt stats themselves have the highest income per capita, tax contribution per capita lowest crime rate and highest education levels (in the USA it is measured by standardized test scores like avg SAT scores and % of population with college degrees). This is a proven fact based on the figures no other community/demographic is as law abidding and successful as Indians in every single western country. Indians are CEOs of major tech firms like microsoft google adobe ibm etc yet you won't mention that cause it goes against your agenda. The most successful demographic in the west (US UK Canada) are Indians. Highest income per capita, highest education levels and lowest cmre rates. When Indians move into a neighborhood property prices rise. This isn't creating chaos as this kid claims as Indians assimilate pay taxes have extremely low crmre rates and also the highest tax and income contribution per capita. Instead of making videos constantly deriding Indians why don't you point out the fact street harrassers across western europe targeting women are almost all Muslims from Afghanistan, Pakistan etc. Most pdfile groomong gongs in the UK are comprised of pakistani abdools. They have been operating in every town and city since the 60s. This youtuber probably doesn't even know who Tommy Robinson is
Identity Attack0.061130337
Insult0.04852104
Profanity0.025907494
Threat0.008712323
Severe Toxicity0.0037956238
Low Tox 0.112850055 Constructive 0.726 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
then explain how we are literally the most successful group in the west especially in the US? Also tell that to Kash Patel, Vivek Ramaswamy and the numerous Indian CEOs all over America. Indians in …
then explain how we are literally the most successful group in the west especially in the US? Also tell that to Kash Patel, Vivek Ramaswamy and the numerous Indian CEOs all over America. Indians in the UK USA Australia according to govt stats themselves have the highest income per capita, tax contribution per capita lowest crime rate and highest education levels (in the USA it is measured by standardized test scores like avg SAT scores and % of population with college degrees). This is a proven fact based on the figures no other community/demographic is as law abidding and successful as Indians in every single western country. Indians are CEOs of major tech firms like microsoft google adobe ibm etc yet you won't mention that cause it goes against your agenda. The most successful demographic in the west (US UK Canada) are Indians. Highest income per capita, highest education levels and lowest cmre rates. When Indians move into a neighborhood property prices rise. This isn't creating chaos as this kid claims as Indians assimilate pay taxes have extremely low crmre rates and also the highest tax and income contribution per capita. Instead of making videos constantly deriding Indians why don't you point out the fact street harrassers across western europe targeting women are almost all Muslims from Afghanistan, Pakistan etc. Most pdfile groomong gongs in the UK are comprised of pakistani abdools. They have been operating in every town and city since the 60s. This youtuber probably doesn't even know who Tommy Robinson is
Identity Attack0.061130337
Insult0.04852104
Profanity0.025907494
Threat0.008712323
Severe Toxicity0.0037956238
Low Tox 0.112850055 Constructive 0.726 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Weird seing places i go every day on YouTube
Weird seing places i go every day on YouTube
Identity Attack0.013445892
Insult0.022255141
Profanity0.053435806
Threat0.009385503
Severe Toxicity0.0043296814
Low Tox 0.11192002 Moderate Con 0.334 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
“You can’t make this up” bro you can literally tell them to laugh before u record when u ask the question, or only include the laughs…. YouTubers are hilarious
“You can’t make this up” bro you can literally tell them to laugh before u record when u ask the question, or only include the laughs…. YouTubers are hilarious
Identity Attack0.009767435
Insult0.028061481
Profanity0.038906425
Threat0.010990778
Severe Toxicity0.0049591064
Low Tox 0.11150667 Low Con 0.169 Meta_Commentary
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I know why an American youtuber is making this video it's all geopolitics. Listen , Canada wants to be an independent country, with a slogan like “Buy Canadian, Build Canadian.” For that, it needs talent …
I know why an American youtuber is making this video it's all geopolitics. Listen , Canada wants to be an independent country, with a slogan like “Buy Canadian, Build Canadian.” For that, it needs talent from Europe and Asia as well. But the USA doesn’t want this to happen, so these propaganda channels are becoming active. Look at the timing of this video. Keep in mind that the most brilliant minds from Asia, Europe, and even your own country are working for Canada that’s why companies are recruiting them so assuming they have no civic sense doesn't make sense . At the same time, you must be able to identify the moles among them. Trudeau has already given authority to an alleged Indian terrorist within his regime. A wise decision is needed for your country's growth
Identity Attack0.050671257
Insult0.039444692
Profanity0.019143965
Threat0.0074306927
Severe Toxicity0.002861023
Low Tox 0.11129999 Constructive 0.531 Unverified_Claim
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Bike guy needs his own YouTube channel! 😂 God Bless 🇨🇦
Bike guy needs his own YouTube channel! 😂 God Bless 🇨🇦
Identity Attack0.023193322
Insult0.032468732
Profanity0.04216301
Threat0.010731863
Severe Toxicity0.004711151
Low Tox 0.1100022 Moderate Con 0.336 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
Bro this seems extremely incomplete...as if youtube allowed only 16%.
Bro this seems extremely incomplete...as if youtube allowed only 16%.
Identity Attack0.007954539
Insult0.023995465
Profanity0.035900343
Threat0.00899713
Severe Toxicity0.0035095215
Low Tox 0.102192536 Low Con 0.224 Meta_Commentary
Feb 28, 2026 Inside Canada's Indian Invasion...
Youtube advert was for a vacation to India 😂.
Youtube advert was for a vacation to India 😂.
Identity Attack0.047448806
Insult0.021675033
Profanity0.027820412
Threat0.00789674
Severe Toxicity0.003604889
Low Tox 0.09872158 Low Con 0.234
Jan 27, 2026 Inside Canada's Indian Invasion...
It started right before Lily Singh was poppin off on YouTube....
It started right before Lily Singh was poppin off on YouTube....
Identity Attack0.0076215584
Insult0.021868404
Profanity0.029186781
Threat0.010783645
Severe Toxicity0.0028800964
Low Tox 0.083999306 Low Con 0.3 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Did anyone reach out to their MP? Please ask ChatGPT how to do that and just tell it your points, it will arrange the text. Yes your voice will be dismissed, it's not about you, …
Did anyone reach out to their MP? Please ask ChatGPT how to do that and just tell it your points, it will arrange the text. Yes your voice will be dismissed, it's not about you, it's about how many people will speakout instead of just complaining on youtube and tiktok and etc.
Identity Attack0.002848835
Insult0.023866551
Profanity0.018255826
Threat0.007935578
Severe Toxicity0.0013446808
Low Tox 0.06579731 Constructive 0.742
Aug 25, 2025 Why Canadians Are Turning Against …
Why can't we get one native American with a YouTube channel going around asking ALL people what they are doing in his land?
Why can't we get one native American with a YouTube channel going around asking ALL people what they are doing in his land?
Identity Attack0.033269364
Insult0.017549826
Profanity0.016342908
Threat0.0075083673
Severe Toxicity0.0018978119
Low Tox 0.06500591 Moderate Con 0.375 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
Love your videos but I am done with seeing advertisements within the videos when I pay a monthly fee for YouTube Prime to AVOID advertisements. I am so out
Love your videos but I am done with seeing advertisements within the videos when I pay a monthly fee for YouTube Prime to AVOID advertisements. I am so out
Identity Attack0.0076215584
Insult0.01617693
Profanity0.028093686
Threat0.0089712385
Severe Toxicity0.0024986267
Low Tox 0.057005897 Constructive 0.579
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Being traffic for youtube, bad. Being traffic for journalism, good.
Being traffic for youtube, bad. Being traffic for journalism, good.
Identity Attack0.003866276
Insult0.019419061
Profanity0.016103793
Threat0.0077025536
Severe Toxicity0.0014686584
Low Tox 0.05378982 Low Con 0.197 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
paywalling content is NOT the answer to youtube censorship
paywalling content is NOT the answer to youtube censorship
Identity Attack0.0059936526
Insult0.01302291
Profanity0.018802373
Threat0.008103873
Severe Toxicity0.0019550323
Low Tox 0.05255287 Low Con 0.159 Policy_Critique
Jan 27, 2026 1 likes 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.