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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

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30,738 comments · Page 422 of 1230
Comment section is genuinely just a far right echo chamber full of uneducated “free thinking” conservatives who know nothing about inflation or immigration.
Comment section is genuinely just a far right echo chamber full of uneducated “free thinking” conservatives who know nothing about inflation or immigration.
Identity Attack0.08087392
Insult0.34548226
Profanity0.02023706
Threat0.006550381
Severe Toxicity0.0046920776
Moderate 0.3308965 Low Con 0.165
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
This is a horrible situation on both ends and the fact that its all 100% administration failure is sad. Its not fair to anyone not even the immigrants. They keep bringing in more people then …
This is a horrible situation on both ends and the fact that its all 100% administration failure is sad. Its not fair to anyone not even the immigrants. They keep bringing in more people then the economy can afford to live here I frankly find it ridiculous. I want to know whats driving these policies to continue. My parents came to canada 25 years ago, they payed thousands of dollars to get status here. Now people are getting in as cheap labour that can't even afford to live here so they dogpile 10-15 people in the same 2-3 bedroom apartments or houses and the infrastructure is still being built on the logic of single families when in the reality thr opposite is happening we have sudden crowding because rent is unaffordable due to the massive influx of people, including canadian born nationals that are forced to live in these environments if they don't have support- Its crazy why not close your borders stabilize rebuild infrastructure then slowly work on immigration policies again when the housing market and job market are stable again. Theres absolutely no reason to cite labour shortages when theres an unemployment rate and homeless people everywhere- close the borders- get homes built, throw heavy incentives to join and get educated on any productive field that has a shortage upto and including providing shelter to canadian citizens that decide to pursue these fields and are homeless. Have a fast track rotating incentive down to the year along with guaranteed on job training for all occupations. Such a simple solution so stupid we can't execute it. Too busy squabbling liberal conservative baseline rhetoric that we made ourselves blind to the human cost in our own borders.
Identity Attack0.10221587
Insult0.34032786
Profanity0.096805766
Threat0.008867673
Severe Toxicity0.008163452
Moderate 0.3302291 Constructive 0.768
Oct 2, 2025 1 likes IRCC Names India in Study …
New way of racism.
New way of racism.
Identity Attack0.29188538
Insult0.08558089
Profanity0.04792466
Threat0.013217449
Severe Toxicity0.013995127
Moderate 0.3302291 Low Con 0.254
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
A clueless immigration minister fits in well with a clueless electorate . The illegal alien extortionists that have been caught in murder and assault with ilegal handguns have claimed asylum and have about six years …
A clueless immigration minister fits in well with a clueless electorate . The illegal alien extortionists that have been caught in murder and assault with ilegal handguns have claimed asylum and have about six years of taxpayer funded lawyers to help them remain in Canada. Tim Hortons laid off Canadian full time workers and imported temporary part time workers and the tacpayer pays half their wages. A company worty of a nation wide boycott.
Identity Attack0.23694818
Insult0.30797598
Profanity0.017709278
Threat0.025271246
Severe Toxicity0.010223389
Moderate 0.3302291 Moderate Con 0.416 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
This is by far one of the best videos on this topic I have seen. As a Canadian born and raised here I am considering selling everything and leaving. This government is crooked and no …
This is by far one of the best videos on this topic I have seen. As a Canadian born and raised here I am considering selling everything and leaving. This government is crooked and no accountability. With the last vote I am afraid that there is a lot of fraud even in the election process.
Identity Attack0.0543092
Insult0.36365277
Profanity0.049427703
Threat0.0066280556
Severe Toxicity0.0049972534
Moderate 0.3302291 Constructive 0.57
Aug 25, 2025 10 likes Why Canadians Are Turning Against …
Those creatures are a disease, an infection spreading throughout the world its sickening. Im glad people are waking up about it
Those creatures are a disease, an infection spreading throughout the world its sickening. Im glad people are waking up about it
Identity Attack0.06658725
Insult0.25205973
Profanity0.11911256
Threat0.010913103
Severe Toxicity0.017610285
Moderate 0.3302291 Moderate Con 0.395 Fear_Threat
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Not wanting your country to become Somalia, Africa, Mexico, India is not racist. Not wanting them in your government is not racist. Not wanting a bunch of any welfare dependent foreigners is not racist. Notice …
Not wanting your country to become Somalia, Africa, Mexico, India is not racist. Not wanting them in your government is not racist. Not wanting a bunch of any welfare dependent foreigners is not racist. Notice how only white western countries are being morally gaslit into believing its their responsibility to take care of the entire world.
Identity Attack0.38230872
Insult0.16758773
Profanity0.06495911
Threat0.010654188
Severe Toxicity0.012962224
Moderate 0.3302291 Moderate Con 0.304 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Mass deportations. Sick of men in bicycles riding the side walks waiting for Uber orders, when they already get $250 per day from refugee fake claims.
Mass deportations. Sick of men in bicycles riding the side walks waiting for Uber orders, when they already get $250 per day from refugee fake claims.
Identity Attack0.2831485
Insult0.24928534
Profanity0.027137227
Threat0.010188141
Severe Toxicity0.008811951
Moderate 0.3302291 Moderate Con 0.347 Call_To_Action
Feb 19, 2026 2 likes LILLEY UNLEASHED: The fall of …
All the fake asylum seekers should be sent to peaceful African countries (like Trump is doing) if they fabricate that their life is at risk in their home country. People trying to scam the system …
All the fake asylum seekers should be sent to peaceful African countries (like Trump is doing) if they fabricate that their life is at risk in their home country. People trying to scam the system should be dealt with innovative solutions...
Identity Attack0.36702603
Insult0.24835461
Profanity0.031140719
Threat0.012699619
Severe Toxicity0.010528564
Moderate 0.3302291 Moderate Con 0.33
Dec 24, 2025 1 likes Deportations From Canada at Their …
What a beautiful country was Canada 15 years back? The Liberals opened the floodgates and we're suffering now .And Canadians voted the Liberals to power again even after knowing the country was going to the …
What a beautiful country was Canada 15 years back? The Liberals opened the floodgates and we're suffering now .And Canadians voted the Liberals to power again even after knowing the country was going to the dogs!
Identity Attack0.18235919
Insult0.3388922
Profanity0.050429728
Threat0.008427517
Severe Toxicity0.008430481
Moderate 0.3302291 Constructive 0.514
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
What a joke! It’s all infested and doctrinaire by different cultures
What a joke! It’s all infested and doctrinaire by different cultures
Identity Attack0.2854555
Insult0.23237456
Profanity0.09744903
Threat0.007870848
Severe Toxicity0.01502803
Moderate 0.3302291 Low Con 0.192
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
omfg an indian one now?? you are on an all time CHAD endeavor. we as Americans love you so much Tyler. keep it up bro. if u need security hmu. id love to help
omfg an indian one now?? you are on an all time CHAD endeavor. we as Americans love you so much Tyler. keep it up bro. if u need security hmu. id love to help
Identity Attack0.27759558
Insult0.16195811
Profanity0.32299677
Threat0.01698343
Severe Toxicity0.023076924
Moderate 0.3302291 Constructive 0.519 Solidarity
Jan 28, 2026 Inside Canada's Indian Invasion...
Vietnamese are hard working, happy to integrate and don’t think they are entitled - everything the Islamic migrants are not.
Vietnamese are hard working, happy to integrate and don’t think they are entitled - everything the Islamic migrants are not.
Identity Attack0.41222036
Insult0.15982662
Profanity0.027683776
Threat0.0071588317
Severe Toxicity0.010070801
Moderate 0.3302291 Moderate Con 0.461
Aug 10, 2018 6 likes How much do refugees and …
Punjabi Sikhs are actually nicer Indians than regular Indians
Punjabi Sikhs are actually nicer Indians than regular Indians
Identity Attack0.39677486
Insult0.16853803
Profanity0.096482486
Threat0.009799767
Severe Toxicity0.018707745
Moderate 0.3302291 Low Con 0.27
Jan 27, 2026 Inside Canada's Indian Invasion...
This is going to sound super cruel but in American its just as bad, over the last 8 years over 30 family owned businesses or small restaurants have been taken over and bought out by …
This is going to sound super cruel but in American its just as bad, over the last 8 years over 30 family owned businesses or small restaurants have been taken over and bought out by Indian people in my area alone, the food quality dips, quality in general dips, they're rude, they get mad if THEY mess up at you which is super disrespectful. I come from a Hispanic culture do be respectful to other human beings if you enter another person's country. Your laws no longer apply here and people who are foreign seem to think that is not the case. I hate seeing local grocery stores get bought out because nothing feels the same. Its not a community anymore its an infestation of rude, self centered obnoxious foreigners who treat everyone like crap because they're miserable. Many don't last because American's aren't going to go to a place that isn't really local anymore its not the same faces they're used to its a cheap old Indian man who is too lazy to fix anything and gets mad when you order too much and by too much like 4 things....
Identity Attack0.35948995
Insult0.19734058
Profanity0.16915557
Threat0.018019408
Severe Toxicity0.01825585
Moderate 0.3302291 Constructive 0.729 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Of course the Liberals don't know what is going on. If they knew what was going on then they could be held accountable and it appears that is something no Liberal wants. They don't want …
Of course the Liberals don't know what is going on. If they knew what was going on then they could be held accountable and it appears that is something no Liberal wants. They don't want to take responsibility ever for anything that they do and they rely on equally inept voters to keep them in office. As to the subject at hand, Canadians should not be responsible for immigrants or people claiming asylum health costs for anything past their first 6 months here. Going past 6 months indicates that they have yet to gain employment and are living off our backs. Those who are still here after being turned back should be located and sent packing immediately regardless of their present standing. For example, someone came here and was rejected but never left. Today they get picked up and now they claim they have a family here. They should still be removed because if they had left when they were supposed to they wouldn't have that family now would they. Yes, it may appear to be harsh but is it not harsh to use the funds provided by people who have a legal right to be here to support those who never should have been here?
Identity Attack0.11163961
Insult0.35505778
Profanity0.027820412
Threat0.007624879
Severe Toxicity0.005874634
Moderate 0.3302291 Constructive 0.611 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
this video is oneo fthise disinfo videos to promote division and hate ...stop it ...i think we should pass laws for ppl who try to oundermine or cause issue sin canada trying to undermine it …
this video is oneo fthise disinfo videos to promote division and hate ...stop it ...i think we should pass laws for ppl who try to oundermine or cause issue sin canada trying to undermine it and for those thatdont get it look up rusisa subversion plan to undermine western democracys then you will understand hwo wrong this channel is
Identity Attack0.050216515
Insult0.15982662
Profanity0.070942834
Threat0.017846745
Severe Toxicity0.012574885
Moderate 0.3302291 Moderate Con 0.33
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
I love canada but i don’t want canada to become a 3 rd world country, look at the crime, rape , extortion and false claims and the money wasted on asylum seekers, canadians are suffering …
I love canada but i don’t want canada to become a 3 rd world country, look at the crime, rape , extortion and false claims and the money wasted on asylum seekers, canadians are suffering for these policies . no one ever said temp workers should get a PR , its time to deport and revoke citizenship.
Identity Attack0.28034934
Insult0.23237456
Profanity0.044668075
Threat0.06658544
Severe Toxicity0.01683561
Moderate 0.3302291 Constructive 0.55 Fear_Threat
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
You can’t blame Indian leaving India when you have tea maker as prime minister
You can’t blame Indian leaving India when you have tea maker as prime minister
Identity Attack0.31015682
Insult0.24928534
Profanity0.08452088
Threat0.010680079
Severe Toxicity0.012359619
Moderate 0.3302291 Low Con 0.196 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
too many indians in canada
too many indians in canada
Identity Attack0.40158966
Insult0.13245803
Profanity0.050680235
Threat0.007857903
Severe Toxicity0.012574885
Moderate 0.3302291 Low Con 0.268
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
THESE 4 stooges were planted by CCP, Jagmeet Singh and Iran and the 4th one was appointed by former PM Justine Trudy-Singh repersenting the DEI group.
THESE 4 stooges were planted by CCP, Jagmeet Singh and Iran and the 4th one was appointed by former PM Justine Trudy-Singh repersenting the DEI group.
Identity Attack0.06613251
Insult0.36798462
Profanity0.05393682
Threat0.010084574
Severe Toxicity0.006980896
Moderate 0.3302291 Low Con 0.213 Unverified_Claim
Sep 29, 2025 IRCC Names India in Study …
Now why would you blow up homie’s human smuggling business? 😂😂😂 Immigrants saying they are tired of other immigrants who moved to the new country they are in is kinda wild lol.
Now why would you blow up homie’s human smuggling business? 😂😂😂 Immigrants saying they are tired of other immigrants who moved to the new country they are in is kinda wild lol.
Identity Attack0.32476485
Insult0.20901857
Profanity0.072882555
Threat0.021127338
Severe Toxicity0.013285006
Moderate 0.3302291 Moderate Con 0.32 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Wannabe Nick Shirley. I guess you want also blood on your hands
Wannabe Nick Shirley. I guess you want also blood on your hands
Identity Attack0.039456755
Insult0.0820023
Profanity0.079025
Threat0.33923563
Severe Toxicity0.020257099
Moderate 0.3302291 Low Con 0.172
Jan 27, 2026 Inside Canada's Indian Invasion...
On many hindu festivals or birthdays, my family donates or leaves food at the superstore Food Bank. we don't check who is taking it. Always paid taxes, that's my responsibility not doing any favor. Illegals …
On many hindu festivals or birthdays, my family donates or leaves food at the superstore Food Bank. we don't check who is taking it. Always paid taxes, that's my responsibility not doing any favor. Illegals and criminals must not enter. Indians should hire and do business with the whole community, not just Indians. Do not try to save miscreants or rowdies in the name of community. Speaking your own language, celebrating your festive must not be a problem. Fascism wont be tolerated. Make Canada Great Again
Identity Attack0.3817989
Insult0.24561718
Profanity0.027273865
Threat0.010550622
Severe Toxicity0.0118255615
Moderate 0.3302291 Constructive 0.759
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Tyler, come to Surrey, BC on the west coast of Canada where we are having Indian extortion shootings almost every day! They are shootings at other Indian homes and Businesses.
Tyler, come to Surrey, BC on the west coast of Canada where we are having Indian extortion shootings almost every day! They are shootings at other Indian homes and Businesses.
Identity Attack0.38246045
Insult0.08410009
Profanity0.026727317
Threat0.20938614
Severe Toxicity0.017158391
Moderate 0.3302291 Constructive 0.586 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.