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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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Search comment text, filter by category or toxicity level
30,738 comments · Page 560 of 1230
Lined up in Indian supermarket my turn come up was completely ignored they served an Indian guy behind me 😂
Lined up in Indian supermarket my turn come up was completely ignored they served an Indian guy behind me 😂
Identity Attack0.23922618
Insult0.06669625
Profanity0.0887236
Threat0.017674083
Severe Toxicity0.010223389
Low Tox 0.24924077 Moderate Con 0.488 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
Took a road trip out west this summer. Every province, in every city or small town with a population of 700 people. All Indians working at fast food places. The country is no longer great.
Took a road trip out west this summer. Every province, in every city or small town with a population of 700 people. All Indians working at fast food places. The country is no longer great.
Identity Attack0.28034934
Insult0.0720671
Profanity0.022013342
Threat0.008582866
Severe Toxicity0.0076293945
Low Tox 0.24924077 Constructive 0.527 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
STOP SUBSIDIZING BUSINESS TO HIRE IMMIGRANTS....ITS SIMPLE AND LET SEE IF THESE IMMIGRANT COME TO CANADA IF WE STOP HANDING THEM MONEY, WHICH THEY DO NOT DESERVE.
STOP SUBSIDIZING BUSINESS TO HIRE IMMIGRANTS....ITS SIMPLE AND LET SEE IF THESE IMMIGRANT COME TO CANADA IF WE STOP HANDING THEM MONEY, WHICH THEY DO NOT DESERVE.
Identity Attack0.26155844
Insult0.077136256
Profanity0.015249812
Threat0.010550622
Severe Toxicity0.0074768066
Low Tox 0.24924077 Low Con 0.215 Call_To_Action
Jun 20, 2025 How Canada broke its immigration …
This plague is spreading everywhere look at Texas, or any Costco in US
This plague is spreading everywhere look at Texas, or any Costco in US
Identity Attack0.06795148
Insult0.09124154
Profanity0.06295506
Threat0.00951496
Severe Toxicity0.0063323975
Low Tox 0.24924077 Low Con 0.266 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
They already have Kalistan in Brampton and Vancouver. No Punjabi Sikh in India wants that
They already have Kalistan in Brampton and Vancouver. No Punjabi Sikh in India wants that
Identity Attack0.30103904
Insult0.0670459
Profanity0.046922635
Threat0.011405042
Severe Toxicity0.008926392
Low Tox 0.24924077 Low Con 0.29 Fear_Threat
Feb 8, 2026 2 likes Inside Canada's Indian Invasion...
Inside Canada’s Indian Invasion- Bro, you’re about 40 years too late, lol.
Inside Canada’s Indian Invasion- Bro, you’re about 40 years too late, lol.
Identity Attack0.23922618
Insult0.08508729
Profanity0.023379711
Threat0.008103873
Severe Toxicity0.007247925
Low Tox 0.24924077 Low Con 0.231 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
Also that guy on the bike with the high vis vest is spittin.
Also that guy on the bike with the high vis vest is spittin.
Identity Attack0.006696612
Insult0.1469393
Profanity0.096482486
Threat0.016638106
Severe Toxicity0.0065612793
Low Tox 0.24924077 Low Con 0.269 Meta_Commentary
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Look up a video about an indian street. Try to guess what happens when those drivers try to drive on civilized land. They will make it uncivilized. Deadly. For you. And your kids.. sorry, cats …
Look up a video about an indian street. Try to guess what happens when those drivers try to drive on civilized land. They will make it uncivilized. Deadly. For you. And your kids.. sorry, cats and dogs, I guess.
Identity Attack0.1232452
Insult0.06652143
Profanity0.024267852
Threat0.13815513
Severe Toxicity0.0119018555
Low Tox 0.24924077 Low Con 0.245 Fear_Threat
Feb 7, 2026 Inside Canada's Indian Invasion...
I don't understand why does canadian government even give so many punjabi's visa??? colonisers getting a taste of their own medicene it seems
I don't understand why does canadian government even give so many punjabi's visa??? colonisers getting a taste of their own medicene it seems
Identity Attack0.26663736
Insult0.09563028
Profanity0.019553876
Threat0.0074436385
Severe Toxicity0.0059509277
Low Tox 0.24924077 Moderate Con 0.326 Policy_Critique
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
People be talking abt Indian but not the chinese and Japanese and Vietnamese like there’s no difference between Indian and the Chinese they slowly taking over the country
People be talking abt Indian but not the chinese and Japanese and Vietnamese like there’s no difference between Indian and the Chinese they slowly taking over the country
Identity Attack0.28883415
Insult0.070799805
Profanity0.043415543
Threat0.009722093
Severe Toxicity0.00869751
Low Tox 0.24924077 Low Con 0.245 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
DEPORT DEPORT DEPORT. There's your answer.
DEPORT DEPORT DEPORT. There's your answer.
Identity Attack0.10221587
Insult0.05144889
Profanity0.016889455
Threat0.029415153
Severe Toxicity0.009651184
Low Tox 0.24924077 Low Con 0.128 Call_To_Action
Feb 17, 2026 1 likes Why Canadians Are Turning Against …
WEL WEL WEL🇮🇳💩💩💩💩💩
WEL WEL WEL🇮🇳💩💩💩💩💩
Identity Attack0.11047905
Insult0.15485314
Profanity0.13168186
Threat0.009851551
Severe Toxicity0.0394905
Low Tox 0.24924077 Low Con 0.279 Humor_Satire
Feb 8, 2026 Inside Canada's Indian Invasion...
You know you're cooked when your own race admits that there are too many of you in a different country.
You know you're cooked when your own race admits that there are too many of you in a different country.
Identity Attack0.23694818
Insult0.071433455
Profanity0.041160982
Threat0.008738215
Severe Toxicity0.008354187
Low Tox 0.24924077 Low Con 0.251 Identity_Assertion
Feb 7, 2026 Inside Canada's Indian Invasion...
back to early 2000s, "bad guy label" was definatly on Chinese. How did Indians take over that labe so fast?
back to early 2000s, "bad guy label" was definatly on Chinese. How did Indians take over that labe so fast?
Identity Attack0.28034934
Insult0.08558089
Profanity0.03489832
Threat0.008738215
Severe Toxicity0.0059890747
Low Tox 0.24924077 Moderate Con 0.333 Identity_Assertion
Feb 3, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
I'm a Canadian, I was born here, who knows what generation Canadian I am - my ancestors were here long before Canada was a country, later they fought for the British (one naughty son fought …
I'm a Canadian, I was born here, who knows what generation Canadian I am - my ancestors were here long before Canada was a country, later they fought for the British (one naughty son fought for the "rebels" americans and was in jail for 5 years), the monarchy granted them 100 acres in the Niagara region which was farmed by a line of my family until the 1980s when the last of that direct line sold which is tragic. blah blah - Canadian. ANYWAY - I love other people, other cultures, every immigrant that spoke in this video I welcome with open arms, would befriend, share a meal with etc. I grew up working with many people from Pakistan and India who were escaping really scary situations, worked their butts off to be part of this country, learn the language, save for a home - live a safe and happy life. Whether you're a first or 50th generation Canadian - you come here and you adapt to our wonderful way - you're a freaking Canadian. That's not happening right now. Like the video said, it's a math problem. One of my largest concerns is that now all these wonderful Canadians who have been here for a long ass time, worked their butts off to be part of the family will now be subject to violence, harassment and racist comments because this population bomb has misrepresented their intentions entirely.
Identity Attack0.14233272
Insult0.16551061
Profanity0.05017922
Threat0.008401625
Severe Toxicity0.007896423
Low Tox 0.24924077 Constructive 0.806 Solidarity
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
People you allow in randomly are against e erythibg you stand for cartel ccp tamel tigers viet gangs samoli gangs etc
People you allow in randomly are against e erythibg you stand for cartel ccp tamel tigers viet gangs samoli gangs etc
Identity Attack0.16159154
Insult0.09270445
Profanity0.059447967
Threat0.014738814
Severe Toxicity0.009765625
Low Tox 0.24924077 Low Con 0.195 Unverified_Claim
Aug 29, 2025 Why Canadians Are Turning Against …
As Aristotle said Tyrants prefer foreigners as enforcers and administrators. They are obviously a weapon of the World Economic Forum.
As Aristotle said Tyrants prefer foreigners as enforcers and administrators. They are obviously a weapon of the World Economic Forum.
Identity Attack0.14875233
Insult0.15627414
Profanity0.01887069
Threat0.012233571
Severe Toxicity0.0052261353
Low Tox 0.24924077 Low Con 0.118
Jan 27, 2026 Inside Canada's Indian Invasion...
As someone who's born and raised in Brampton I don't really see any issues when it comes to the large Indian demographic in the city. Majority of the people in this city are just middle …
As someone who's born and raised in Brampton I don't really see any issues when it comes to the large Indian demographic in the city. Majority of the people in this city are just middle class families trying to get by and provide their kids and families a bright future. Without the indian immigrants coming to this city what would it even be? You have families living in million dollar+ houses, working, owning business, giving good futures and opportunities for their children but y'all mad cause they are Indians who are doing this. If they were white people instead would be calling Brampton a success story then? If 75 percent of the population is south asian, OF COURSE you will see south asian workers, south asian restaurants, grocery stores (JUST LIKE ANY OTHER COMMUNITY). You only see this issue online because the people who actually live in these areas have absolutely no issue with the city. They're mad they can't progress in their own lives and use cities like Brampton as a scapegoat for their own problems. It just doesn't make sense to me how so many people have an issue with Brampton when they don't even know what it is like.
Identity Attack0.2795294
Insult0.11616662
Profanity0.0887236
Threat0.008634649
Severe Toxicity0.009613037
Low Tox 0.24924077 Constructive 0.784 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Indians aren’t the ones you have to worry about
Indians aren’t the ones you have to worry about
Identity Attack0.28034934
Insult0.06354945
Profanity0.06495911
Threat0.008634649
Severe Toxicity0.008850098
Low Tox 0.24924077 Low Con 0.187 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Nuke Brampton
Nuke Brampton
Identity Attack0.030691283
Insult0.039737478
Profanity0.0913099
Threat0.31721663
Severe Toxicity0.021806452
Low Tox 0.24924077 Moderate Con 0.347
Nov 21, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
can not deport enough
can not deport enough
Identity Attack0.14233272
Insult0.037980765
Profanity0.028503597
Threat0.05042134
Severe Toxicity0.009651184
Low Tox 0.24924077 Low Con 0.298 Call_To_Action
Dec 29, 2025 Deportations From Canada at Their …
Well Canada is paying what your government has designed to disturb India... I want to say one thing shortly, if this Sikh people in Canada today calling Punjab instead India as their motherland because they …
Well Canada is paying what your government has designed to disturb India... I want to say one thing shortly, if this Sikh people in Canada today calling Punjab instead India as their motherland because they want khalistan. I am sure day will come when this Canadian Sikh will address themselves as Brampton instead of Canadian once they grow in large numbers.
Identity Attack0.2808415
Insult0.0820023
Profanity0.023721304
Threat0.0130621
Severe Toxicity0.008506775
Low Tox 0.24924077 Moderate Con 0.465 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
brampton use to be a very nice suburb of toronto, now it's by far the worst place in canada. You know you're getting near brampton when you can detect the smell of sewage combined with …
brampton use to be a very nice suburb of toronto, now it's by far the worst place in canada. You know you're getting near brampton when you can detect the smell of sewage combined with b/o
Identity Attack0.06294931
Insult0.16831873
Profanity0.02119352
Threat0.0063432488
Severe Toxicity0.004310608
Low Tox 0.24924077 Moderate Con 0.454 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
As a European, I believe Canadians would rather have south Asian immigration than North African/Sub-Saharan African immigration
As a European, I believe Canadians would rather have south Asian immigration than North African/Sub-Saharan African immigration
Identity Attack0.3043136
Insult0.0623257
Profanity0.024814399
Threat0.00746953
Severe Toxicity0.0076293945
Low Tox 0.24924077 Moderate Con 0.349
Nov 7, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Their visa is expired, they MUST leave Canada NOW!!! No extensions, no renewals, no excuses, no sympathy. GET OUT!!!!!
Their visa is expired, they MUST leave Canada NOW!!! No extensions, no renewals, no excuses, no sympathy. GET OUT!!!!!
Identity Attack0.094936445
Insult0.0836065
Profanity0.01620627
Threat0.017846745
Severe Toxicity0.0077438354
Low Tox 0.24924077 Low Con 0.162 Call_To_Action
Jan 16, 2026 1 likes 2.9 million Canadian temporary visas …

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.