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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 809 of 1230
Too late lmao 🤣
Too late lmao 🤣
Identity Attack0.005919657
Insult0.024382202
Profanity0.08064143
Threat0.009592636
Severe Toxicity0.005683899
Low Tox 0.103494145 Moderate Con 0.361 Humor_Satire
Nov 22, 2025 Quebec Ends Economic Immigration Program …
8:50 they all look same 😂
8:50 they all look same 😂
Identity Attack0.016259583
Insult0.02708937
Profanity0.04516909
Threat0.00951496
Severe Toxicity0.0044059753
Low Tox 0.103494145 Low Con 0.299
Sep 19, 2025 81 likes Inside Canada's Indian Metropolis (Brampton)
Let's be real, about this nation called Canada where real native canadians were "First Nations, Metis & Inuit" they were the ones as Indigenious people who inhabited canada for thousand of years ago & later …
Let's be real, about this nation called Canada where real native canadians were "First Nations, Metis & Inuit" they were the ones as Indigenious people who inhabited canada for thousand of years ago & later demographic shift could later be seen during 16th century from European colonization where majority of french and british invaded with consistent colonization & took control of the land, these settlers, along with later European immigrants, seized indigenous land, displaced indigenous communities, and brought diseases that decimated native populations. Long story short now, based on 2021 census data shows native canadian population make up to only 5% of total Canadian population whereas the rest remaining are non-indigenous people of Canada at above 90% are foreign invaders from 16th century who came as an opportunist and occupied everything; same as Indian they came took the opportunity by working hard, contributing to the nation yet, you people here crying, complaining & bragging abt these & that abt Indian's bt let's not forget "Europeans" are the ones who did the dirtiest things characterized by forced assimilation, abusive residential school system, and loss of land. Please explain this from a liberal perspective, how was it fair for Indigenous people of Canada?? compared to Indian Standards.
Identity Attack0.0543092
Insult0.03522326
Profanity0.016069634
Threat0.007417747
Severe Toxicity0.0031089783
Low Tox 0.103494145 Constructive 0.683 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
This is how Elections are Rigged . So the Lib Federal Government can continue too Gather more and more Taxes from Canadian ,and massive knew migrants .money Money is the agenda of the Canadian Lib …
This is how Elections are Rigged . So the Lib Federal Government can continue too Gather more and more Taxes from Canadian ,and massive knew migrants .money Money is the agenda of the Canadian Lib Government.
Identity Attack0.035074018
Insult0.03827355
Profanity0.012414595
Threat0.006479179
Severe Toxicity0.0018978119
Low Tox 0.103494145 Low Con 0.156 Unverified_Claim
Aug 26, 2025 Why Canadians Are Turning Against …
Hahahahahahahahahah now ur gonna see how it feels . 531 years in the making 😅😅😅😅😅
Hahahahahahahahahah now ur gonna see how it feels . 531 years in the making 😅😅😅😅😅
Identity Attack0.008694496
Insult0.020256994
Profanity0.03489832
Threat0.011068452
Severe Toxicity0.0048828125
Low Tox 0.103494145 Low Con 0.253
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
You infiltrate a Country at that Back log. Full Stop. End of Line
You infiltrate a Country at that Back log. Full Stop. End of Line
Identity Attack0.009545447
Insult0.028942931
Profanity0.0157622
Threat0.0101363575
Severe Toxicity0.0029563904
Low Tox 0.103494145 Low Con 0.151 Fear_Threat
Jan 25, 2026 Why Canada’s immigration system has …
at least the place has some culture now lol
at least the place has some culture now lol
Identity Attack0.023595277
Insult0.026315894
Profanity0.030890211
Threat0.00746953
Severe Toxicity0.0032234192
Low Tox 0.103494145 Low Con 0.242 Humor_Satire
Nov 27, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I wonder if we are seeing a similar evolution in legal immigrant attitudes WRT Latina populations in the USA.
I wonder if we are seeing a similar evolution in legal immigrant attitudes WRT Latina populations in the USA.
Identity Attack0.10221587
Insult0.018967867
Profanity0.017162729
Threat0.006977591
Severe Toxicity0.0024318695
Low Tox 0.103494145 Moderate Con 0.386 Comparative_Framing
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Holy based india!
Holy based india!
Identity Attack0.06431354
Insult0.029714199
Profanity0.03765389
Threat0.010964886
Severe Toxicity0.0061035156
Low Tox 0.103494145 Moderate Con 0.376 Solidarity
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I welcome diversity in Canada but people here illegally and breaking laws (usually against their own community) should be removed from Canada in an expedited fashion. Special courts and changes to the law may be …
I welcome diversity in Canada but people here illegally and breaking laws (usually against their own community) should be removed from Canada in an expedited fashion. Special courts and changes to the law may be necessary to expedite removals.
Identity Attack0.048480038
Insult0.02618698
Profanity0.011099464
Threat0.025271246
Severe Toxicity0.0031280518
Low Tox 0.103494145 Constructive 0.656 Policy_Critique
Feb 20, 2026 Canadian immigration officers investigating hundreds …
Tyler, where is the Lakewood New Jersey video??! I hope you didn't scrap it due to fear
Tyler, where is the Lakewood New Jersey video??! I hope you didn't scrap it due to fear
Identity Attack0.005956655
Insult0.027476108
Profanity0.023174755
Threat0.011120236
Severe Toxicity0.0026893616
Low Tox 0.103494145 Moderate Con 0.388 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
The funny part is that any of you think somethings going to change. We’re on a not so slow descent into the destruction of the country and nothings going to change that, the powers that …
The funny part is that any of you think somethings going to change. We’re on a not so slow descent into the destruction of the country and nothings going to change that, the powers that be want the west to fall too much
Identity Attack0.019073274
Insult0.02708937
Profanity0.02392626
Threat0.012596053
Severe Toxicity0.0025177002
Low Tox 0.103494145 Low Con 0.131
Oct 6, 2025 IRCC Names India in Study …
Quebec population is getting old, The Quebecers dont make enough Kids to get population growth in future years..... The was why there was a push of Immigration ... Thats it... To counter it Quebecers must …
Quebec population is getting old, The Quebecers dont make enough Kids to get population growth in future years..... The was why there was a push of Immigration ... Thats it... To counter it Quebecers must be making more kids or else they are dooming their own province.
Identity Attack0.047190998
Insult0.030375287
Profanity0.011219022
Threat0.0078449575
Severe Toxicity0.001964569
Low Tox 0.103494145 Moderate Con 0.385
Nov 21, 2025 4 likes Quebec Ends Economic Immigration Program …
Buddy you're not asking native Canadians 😂 sorry
Buddy you're not asking native Canadians 😂 sorry
Identity Attack0.07425626
Insult0.027347196
Profanity0.0138151245
Threat0.0059775305
Severe Toxicity0.002231598
Low Tox 0.103494145 Low Con 0.257 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I subscribed when I saw this lol
I subscribed when I saw this lol
Identity Attack0.009915425
Insult0.02373764
Profanity0.06546012
Threat0.00951496
Severe Toxicity0.0045394897
Low Tox 0.103494145 Moderate Con 0.456 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
Stop thé visa
Stop thé visa
Identity Attack0.011321344
Insult0.01929015
Profanity0.025770858
Threat0.018882722
Severe Toxicity0.0036239624
Low Tox 0.103494145 Moderate Con 0.381
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Too conservative? Is this guy serious? 🤦🏾‍♂️
Too conservative? Is this guy serious? 🤦🏾‍♂️
Identity Attack0.0073995716
Insult0.047935467
Profanity0.017572641
Threat0.0063108844
Severe Toxicity0.0014877319
Low Tox 0.103494145 Low Con 0.21
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
REMIGRATION NOW!!!!
REMIGRATION NOW!!!!
Identity Attack0.04796442
Insult0.017012933
Profanity0.014088398
Threat0.008582866
Severe Toxicity0.004234314
Low Tox 0.103494145 Low Con 0.129 Call_To_Action
Feb 18, 2026 2 likes Canadian immigration officers investigating hundreds …
It’s just made me angry.😡
It’s just made me angry.😡
Identity Attack0.0040142676
Insult0.020772645
Profanity0.031391226
Threat0.011638066
Severe Toxicity0.002670288
Low Tox 0.103494145 Moderate Con 0.369
Sep 2, 2025 1 likes Why Canadians Are Turning Against …
Hopefully just Indians, the others actually attempted to assimilate.
Hopefully just Indians, the others actually attempted to assimilate.
Identity Attack0.15526927
Insult0.004422498
Profanity0.00058548915
Threat0.0027542922
Severe Toxicity0.000015683296
Low Tox 0.10309766
Apr 15, 2025
You should go to brooks Alberta dude the meat packing plant brought that place down now it's the city of 100 languages when the town can't even sustain itself
You should go to brooks Alberta dude the meat packing plant brought that place down now it's the city of 100 languages when the town can't even sustain itself
Identity Attack0.010137413
Insult0.03599453
Profanity0.014054239
Threat0.006738094
Severe Toxicity0.0021362305
Low Tox 0.103060275 Moderate Con 0.44 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
There is thousands to deport including Carney.
There is thousands to deport including Carney.
Identity Attack0.023193322
Insult0.026444806
Profanity0.011936366
Threat0.010343489
Severe Toxicity0.0021648407
Low Tox 0.103060275 Low Con 0.242 Call_To_Action
Feb 18, 2026 25 likes Canadian immigration officers investigating hundreds …
Never rent a motel room in Niagra Falls, Canada.
Never rent a motel room in Niagra Falls, Canada.
Identity Attack0.053399716
Insult0.028832749
Profanity0.016035475
Threat0.0076637166
Severe Toxicity0.0029945374
Low Tox 0.103060275 Low Con 0.161 Personal_Narrative
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
the problem isn’t them necessarily but they way they refuse to assimilate to canadian culture. it’s exhausting.
the problem isn’t them necessarily but they way they refuse to assimilate to canadian culture. it’s exhausting.
Identity Attack0.05976611
Insult0.030485468
Profanity0.011526455
Threat0.0064597605
Severe Toxicity0.0016975403
Low Tox 0.103060275 Moderate Con 0.304 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
5:50 I agree, I'm thankful the government is starting to revoke / cancel visas to try to get a handle on things. This goes beyond just Indian people. It's for all people that immigrate to …
5:50 I agree, I'm thankful the government is starting to revoke / cancel visas to try to get a handle on things. This goes beyond just Indian people. It's for all people that immigrate to our country. I agree, I think if people come to my country, they need to assimilate. Learn our languages, understand our culture and integrate. I feel that they need to create another sector to follow up on visas, check in on people, monitor. I also feel the banks need to monitor the amount of money people are sending back home, I understand some money. But not everything.
Identity Attack0.08749158
Insult0.024640027
Profanity0.029596692
Threat0.00948907
Severe Toxicity0.0037956238
Low Tox 0.103060275 Constructive 0.852 Policy_Critique
Jan 29, 2026 3 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.