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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 572 of 1230
Homeless guy at the beginning saying they do not pay taxes is peak Trailer Park Boys. He knows how to spell ODSP for sure. Not saying mass immigration is a good thing but being lectured …
Homeless guy at the beginning saying they do not pay taxes is peak Trailer Park Boys. He knows how to spell ODSP for sure. Not saying mass immigration is a good thing but being lectured from white 4th generation welfare recipients is probably not where the message should come from.
Identity Attack0.2463217
Insult0.0810151
Profanity0.01846078
Threat0.007353018
Severe Toxicity0.00541687
Low Tox 0.23812068 Moderate Con 0.407 Humor_Satire
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
these numbers are laughable, a slap in the face of all Canadian tax payers and law abiding citizens of this country
these numbers are laughable, a slap in the face of all Canadian tax payers and law abiding citizens of this country
Identity Attack0.026609946
Insult0.16795322
Profanity0.018324144
Threat0.04201601
Severe Toxicity0.0059127808
Low Tox 0.23812068 Moderate Con 0.32 Policy_Critique
Dec 25, 2025 Deportations From Canada at Their …
This is just tip of iceberg. This is peanut. Deport 1 million a day
This is just tip of iceberg. This is peanut. Deport 1 million a day
Identity Attack0.089145996
Insult0.07967083
Profanity0.025770858
Threat0.023889944
Severe Toxicity0.0061035156
Low Tox 0.23812068 Low Con 0.119 Call_To_Action
Dec 27, 2025 1 likes Deportations From Canada at Their …
Bruh the immigrants are complaining about the immigrants 😂😂. Omce upon a time canada was harder to get into than the USA.
Bruh the immigrants are complaining about the immigrants 😂😂. Omce upon a time canada was harder to get into than the USA.
Identity Attack0.25647953
Insult0.07555214
Profanity0.02126184
Threat0.006977591
Severe Toxicity0.00459671
Low Tox 0.23812068 Low Con 0.251
Jan 27, 2026 Inside Canada's Indian Invasion...
there are 10 indian "students" living next door in a single family dwelling of 3 bedrooms. they share 3 cars and do uber eats delivery (and or other food delivery) around the clock -- reason …
there are 10 indian "students" living next door in a single family dwelling of 3 bedrooms. they share 3 cars and do uber eats delivery (and or other food delivery) around the clock -- reason i know this is because they often pull into my drive way during ungodly hours for extended period of time and triggers my surveilance camera (aimed only at my drive way set to trigger more during night times for movements and noise), since they just park there, and blast music so loud 100 feet radius ground is shaking, the surveillance cam picks up their shift change all the time. i did try to go over twice to voice my concern, and guess what, they either dont speak english or pretend to not speak english. ok i guess. and the reason they park on my drive way is because, well, they dont shovel theirs. lol. so its easier to just use my drive way and walk to their side door. but hey i mean good for them for making a living. but its just weird and disrespectful. and i have to worry about salting my own fking drive way because if they fall, they can sue the shit out of me and i cant complain about their trespassing. bless the canadian law. so i guess for me. they dont bug me, except the fact they just use my drive way because its convenient for them, and the blasting of music middle of the night. lol also i stopped going to tim hortons a few years ago after a few consecutive diarrhea immediately after morning coffee visits. good times
Identity Attack0.23770751
Insult0.089778624
Profanity0.069969244
Threat0.019573374
Severe Toxicity0.009994507
Low Tox 0.23812068 Constructive 0.68 Personal_Narrative
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Oh bro hit up surrey b.c. theres a gang war going on right now.
Oh bro hit up surrey b.c. theres a gang war going on right now.
Identity Attack0.014149316
Insult0.030375287
Profanity0.047173142
Threat0.34804323
Severe Toxicity0.0118255615
Low Tox 0.23812068 Moderate Con 0.316 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I as a Sikh living in India can ensure you that even of Khalistan is made, none of them are returning to live in 40°C. 🤣
I as a Sikh living in India can ensure you that even of Khalistan is made, none of them are returning to live in 40°C. 🤣
Identity Attack0.26325142
Insult0.06477321
Profanity0.072882555
Threat0.02181799
Severe Toxicity0.013995127
Low Tox 0.23812068 Moderate Con 0.383 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
This is not emigration , this is invasion..................Canadastan
This is not emigration , this is invasion..................Canadastan
Identity Attack0.19890837
Insult0.061276767
Profanity0.017367685
Threat0.008155655
Severe Toxicity0.007133484
Low Tox 0.23812068 Low Con 0.161 Fear_Threat
Oct 6, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Canada has been entirely ruined because of them.
Canada has been entirely ruined because of them.
Identity Attack0.09245483
Insult0.086852804
Profanity0.021808386
Threat0.015602129
Severe Toxicity0.0050354004
Low Tox 0.23812068 Low Con 0.221 Fear_Threat
Oct 1, 2025 42 likes Inside Canada's Indian Metropolis (Brampton)
Read: Soon 2.9M more ILLEGAL INVADERS in Canada. As per WEF/CCP-controlled liberals’ plan.
Read: Soon 2.9M more ILLEGAL INVADERS in Canada. As per WEF/CCP-controlled liberals’ plan.
Identity Attack0.18468912
Insult0.09270445
Profanity0.014634945
Threat0.008556974
Severe Toxicity0.0063323975
Low Tox 0.23812068 Low Con 0.101 Unverified_Claim
Jan 20, 2026 2.9 million Canadian temporary visas …
Becareful you will loose that city get rid of them
Becareful you will loose that city get rid of them
Identity Attack0.019776696
Insult0.033019636
Profanity0.034146797
Threat0.2836219
Severe Toxicity0.009498596
Low Tox 0.23812068 Low Con 0.236 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Bike dude is fed up 😂
Bike dude is fed up 😂
Identity Attack0.013144426
Insult0.1378885
Profanity0.11539881
Threat0.009747985
Severe Toxicity0.007171631
Low Tox 0.23812068 Low Con 0.275
Jan 27, 2026 Inside Canada's Indian Invasion...
After finishing the video you asked why, and still didn't have an answer. This is lazy of you. It is very easy to find the answer. The answer is economics, specifically capitalism and the welfare …
After finishing the video you asked why, and still didn't have an answer. This is lazy of you. It is very easy to find the answer. The answer is economics, specifically capitalism and the welfare state. In order for capitalism to function the best for asset owners, the economy must continue to grow. Company revenues, stock prices, home prices, assets in general. Also, the welfare state needs to have more younger workers paying into the system to cover welfare services for the elderly retired population. Back in the 1950s, economists in Western countries realized their population demographics were inverting. Meaning, the elderly population was growing while the younger population growth rate was slowing down. This is the natural outcome of a wealthy educated society—the elderly live longer due to better healthcare and living conditions, and women tend to have fewer children as they spend more time in school and pursue a career, also families need fewer children compared to poor agrarian societies for various reasons. As such, these economists advised the politicians to increase immigration. This was the way to get more workers in your country to prevent a slow deflationary spiral by increasing consumption, and increase the tax base. Bonus if you bring in STEM workers as economies are becoming more dependent on tech. Anyway that's your answer.
Identity Attack0.0073995716
Insult0.16897665
Profanity0.044668075
Threat0.007598988
Severe Toxicity0.0039863586
Low Tox 0.23812068 Constructive 0.634
Jan 3, 2026 Inside Canada's Indian Metropolis (Brampton)
Canadians are being accused of racism when addressing immigration to immigrants. They use that word to defuse your point of view and concerns for our country. So ask them.........HOW MANY CANADIANS DO YOU HAVE TO …
Canadians are being accused of racism when addressing immigration to immigrants. They use that word to defuse your point of view and concerns for our country. So ask them.........HOW MANY CANADIANS DO YOU HAVE TO DEPORT BACK INTO CANADA because we're hopping your borders for a better way of life? How much tax dollars does your country spent on sending canadians back to their country? How much federal country money do you give canadian immigrants to start their better way of life? Do canadian immigrant women get to keep their country traditions any way of a canadian life style or are they conformed? .......... Don't be silenced or afraid. They weaponized the word racism to give them leverage because that's all they have in their artillery.
Identity Attack0.24293575
Insult0.082866095
Profanity0.0166845
Threat0.009281937
Severe Toxicity0.0074005127
Low Tox 0.23812068 Constructive 0.668 Policy_Critique
Oct 15, 2025 1 likes Why Canadians Are Turning Against …
Dude with the safety vest absolutely COOKED
Dude with the safety vest absolutely COOKED
Identity Attack0.012340514
Insult0.100019015
Profanity0.09961538
Threat0.009411395
Severe Toxicity0.009918213
Low Tox 0.23812068 Low Con 0.253 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
He keeps calling it Poon Job and I laugh every time.
He keeps calling it Poon Job and I laugh every time.
Identity Attack0.0062526376
Insult0.08410009
Profanity0.17008601
Threat0.007301235
Severe Toxicity0.0074768066
Low Tox 0.23812068 Moderate Con 0.357 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I know the smell is insane
I know the smell is insane
Identity Attack0.006474625
Insult0.083112895
Profanity0.11168506
Threat0.0072882893
Severe Toxicity0.0049209595
Low Tox 0.23812068 Moderate Con 0.391 Meta_Commentary
Dec 6, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
ah this makes me want to get immersed in brampton, i didnt see ANY indians when i was tehre a 4 years ago
ah this makes me want to get immersed in brampton, i didnt see ANY indians when i was tehre a 4 years ago
Identity Attack0.28034934
Insult0.060752302
Profanity0.08096472
Threat0.010913103
Severe Toxicity0.009689331
Low Tox 0.23812068 Moderate Con 0.434 Identity_Assertion
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
the cost of rent is insane with this government
the cost of rent is insane with this government
Identity Attack0.007214582
Insult0.1662211
Profanity0.07223598
Threat0.0066151097
Severe Toxicity0.0029182434
Low Tox 0.23812068 Moderate Con 0.303
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
We have so many elephant scrubbers in Australia but no elephants to scrub 😮
We have so many elephant scrubbers in Australia but no elephants to scrub 😮
Identity Attack0.10221587
Insult0.110259406
Profanity0.085167445
Threat0.009799767
Severe Toxicity0.01121521
Low Tox 0.23812068 Moderate Con 0.362 Humor_Satire
Jan 27, 2026 16 likes Inside Canada's Indian Invasion...
but I don't understand you get the chance to live a better life somewhere else like you asked why make that place worse like the country you came from
but I don't understand you get the chance to live a better life somewhere else like you asked why make that place worse like the country you came from
Identity Attack0.11396073
Insult0.0810151
Profanity0.04266402
Threat0.009126588
Severe Toxicity0.008583069
Low Tox 0.23812068 Moderate Con 0.488 Moral_Argument
Feb 24, 2026 1 likes Inside Canada's Indian Invasion...
Lol. Me sitting here as an African thinking that I can’t even keep a job at McDonalds due to my low intelligence 😂😂😂. I like the guy in the bike. I feel like it’s good …
Lol. Me sitting here as an African thinking that I can’t even keep a job at McDonalds due to my low intelligence 😂😂😂. I like the guy in the bike. I feel like it’s good when someone is open and honest about their biases towards a certain group of people. You just learn to avoid them and keep it moving. Instead of people pretending not to be racist. He reminds me of the guy who shaved Aladeens beard in the movie “The Dictator”
Identity Attack0.17459276
Insult0.086852804
Profanity0.06596114
Threat0.008841781
Severe Toxicity0.007171631
Low Tox 0.23812068 Constructive 0.56 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
The quality of immigrants have decreased but blaming just the indians isn't right. Check other regions like Scarborough, lots of asylum seekers came in, who are muslims from middle east and africa, they are the …
The quality of immigrants have decreased but blaming just the indians isn't right. Check other regions like Scarborough, lots of asylum seekers came in, who are muslims from middle east and africa, they are the real problem getting free money and stay from the government and working on cash. Legalizing Cannabis store promoted youngsters and adults alike to try drugs, why was the needed even ? Problem is not indians or immigrants in general, problem is government policies.
Identity Attack0.2877625
Insult0.06669625
Profanity0.016479544
Threat0.007353018
Severe Toxicity0.004825592
Low Tox 0.23812068 Constructive 0.57 Policy_Critique
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
Immmarnt hard workers need more carney
Immmarnt hard workers need more carney
Identity Attack0.034042787
Insult0.15911613
Profanity0.05543986
Threat0.013702838
Severe Toxicity0.0066375732
Low Tox 0.23812068 Moderate Con 0.31 Solidarity
Aug 25, 2025 Why Canadians Are Turning Against …
15:10 i cant even explain the things i want to do to him
15:10 i cant even explain the things i want to do to him
Identity Attack0.012842959
Insult0.023995465
Profanity0.092279755
Threat0.15118481
Severe Toxicity0.015415368
Low Tox 0.23812068 Moderate Con 0.32 Meta_Commentary
Sep 10, 2025 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.