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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

click to expand

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: "You should come to the …" 1,829 comments · Page 66 of 74
I think the problem is the government need to educate people coming to American learn the culture and respect the people and culture. I learn a lot from the culture and good pole.
I think the problem is the government need to educate people coming to American learn the culture and respect the people and culture. I learn a lot from the culture and good pole.
Identity Attack0.022992345
Insult0.015264924
Profanity0.014532468
Threat0.0063950317
Severe Toxicity0.0012397766
Low Tox 0.04290464 Constructive 0.729 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
People come on Quebec sponsorship and move to Toronto coz otherwise they won't come here
People come on Quebec sponsorship and move to Toronto coz otherwise they won't come here
Identity Attack0.016460562
Insult0.014580919
Profanity0.011560614
Threat0.006912862
Severe Toxicity0.0011777878
Low Tox 0.04240986 Low Con 0.3
Nov 22, 2025 Quebec Ends Economic Immigration Program …
Why the goverment think is illegal immigrant is doing crime in Canada theirs Also citizen doing crime too a lots of illegal immigrant they goes to school Worked o help their family in their country …
Why the goverment think is illegal immigrant is doing crime in Canada theirs Also citizen doing crime too a lots of illegal immigrant they goes to school Worked o help their family in their country They have no time to commit crime they brought in so much refugees in Canada some of them lied just to come Canadian goverment. Dosen looks after their citizen they take from the citizens and give to the refugees that worked here for many years the citizen suffer that’s wrong
Identity Attack0.026105914
Insult0.0055637187
Profanity0.000032565335
Threat0.00047479253
Severe Toxicity0.0000051477014
Low Tox 0.042401526
Apr 14, 2025
Why the goverment think is illegal immigrant is doing crime in Canada theirs Also citizen doing crime too a lots of illegal immigrant they goes to school Worked o help their family in their country …
Why the goverment think is illegal immigrant is doing crime in Canada theirs Also citizen doing crime too a lots of illegal immigrant they goes to school Worked o help their family in their country They have no time to commit crime they brought in so much refugees in Canada some of them lied just to come Canadian goverment. Dosen looks after their citizen they take from the citizens and give to the refugees that worked here for many years the citizen suffer that’s wrong
Identity Attack0.026105914
Insult0.0055637187
Profanity0.000032565335
Threat0.00047479253
Severe Toxicity0.0000051477014
Low Tox 0.042401526
Apr 14, 2025
Come on !!! How many years Canadian tax has been mismanaging?
Come on !!! How many years Canadian tax has been mismanaging?
Identity Attack0.0091384705
Insult0.019676886
Profanity0.011082385
Threat0.006084333
Severe Toxicity0.0011444092
Low Tox 0.041915078 Low Con 0.249 Policy_Critique
Jan 16, 2026 2.9 million Canadian temporary visas …
Sometimes I don’t understand why people create content online that highlights specific communities or cultures in ways that can reinforce stereotypes. Just because someone belongs to a certain background doesn’t mean they represent everything shown …
Sometimes I don’t understand why people create content online that highlights specific communities or cultures in ways that can reinforce stereotypes. Just because someone belongs to a certain background doesn’t mean they represent everything shown on social media. Content like this can make others form generalized opinions, which can feel unfair and frustrating for individuals who don’t relate to those portrayals. The internet gives everyone a platform, but with that comes responsibility. Before creating content about communities, it’s important to remember that cultures are diverse and complex, and no single video can define them. At the end of the day, being respectful and human should come first. Which ethnicity you belong to , I can find 1000 flaws in your ethnicity. Just be humans . YouTube gives you leverage to talk shit. @TylerOliveira
Identity Attack0.008509507
Insult0.018710041
Profanity0.023106437
Threat0.0076507707
Severe Toxicity0.0015544891
Low Tox 0.04166769 Constructive 0.815 Moral_Argument
Feb 21, 2026 Inside Canada's Indian Invasion...
Tyler come to Niagara Falls
Tyler come to Niagara Falls
Identity Attack0.008398513
Insult0.014504919
Profanity0.020783609
Threat0.011094344
Severe Toxicity0.0026130676
Low Tox 0.0414203 Moderate Con 0.382 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
In the early 60's my wife and her family immigrated to Canada. The benefit they got were the opportunity to live and work here. Their story was the same as my (four) Grandparents. Come, work …
In the early 60's my wife and her family immigrated to Canada. The benefit they got were the opportunity to live and work here. Their story was the same as my (four) Grandparents. Come, work and don't commit crimes lest you be deported. They all got the same benefits ... the opportunity to live and work here. Too bad that;'s COMPLETELY changed.
Identity Attack0.017766917
Insult0.015568925
Profanity0.010177165
Threat0.0067057298
Severe Toxicity0.0011634827
Low Tox 0.041172907 Constructive 0.707 Personal_Narrative
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Yo @TylerOliveira yo should come to prosper tx
Yo @TylerOliveira yo should come to prosper tx
Identity Attack0.0065486208
Insult0.01648093
Profanity0.020988565
Threat0.008815889
Severe Toxicity0.0024986267
Low Tox 0.041172907 Moderate Con 0.34 Advertisement_Spam
Jan 27, 2026 Inside Canada's Indian Invasion...
Coming soon to Europe after signing the trade deal with India!
Coming soon to Europe after signing the trade deal with India!
Identity Attack0.023193322
Insult0.012072904
Profanity0.015283971
Threat0.009178371
Severe Toxicity0.0018310547
Low Tox 0.040925518 Low Con 0.222 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
If the dont leave voluntarily, then we need ice like moves, i have been living in canada for 25 years, when we applied to come here, we had to wait years where my country was …
If the dont leave voluntarily, then we need ice like moves, i have been living in canada for 25 years, when we applied to come here, we had to wait years where my country was in civil war. These ppl that are here as a student and temporary residents,, must understand the law and that there is a legal way to come and live here. If they force themselves to stay, then we need worse than ice for them to face.. with crimes, healthcare and employment rate down, its the best option
Identity Attack0.008657498
Insult0.018001022
Profanity0.011458136
Threat0.008453408
Severe Toxicity0.0014877319
Low Tox 0.04067813 Constructive 0.736 Personal_Narrative
Jan 16, 2026 2.9 million Canadian temporary visas …
Great start. 64% decrease in foreign students is a huge cut and definitely needed. Middle class tax cut is a step in the right direction and the $10 NSF fee is actually a huge underrated …
Great start. 64% decrease in foreign students is a huge cut and definitely needed. Middle class tax cut is a step in the right direction and the $10 NSF fee is actually a huge underrated change. I’ll admit I’ve been in the situation where I forgot which day my bill is coming out and didn’t have my bank account prepared accordingly. Getting slapped with $50+ NSF fees just made it even worse. Nice to see a cap on that now as I felt like companies were abusing it.
Identity Attack0.007214582
Insult0.018129934
Profanity0.014464149
Threat0.0077025536
Severe Toxicity0.0011014938
Low Tox 0.04067813 Constructive 0.76 Policy_Critique
Jan 21, 2026 Canada’s new rules in 2026
They are all coming to Frisco Tx
They are all coming to Frisco Tx
Identity Attack0.013445892
Insult0.015416925
Profanity0.020783609
Threat0.008712323
Severe Toxicity0.002298355
Low Tox 0.04067813 Low Con 0.281 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
come to australia then you’ll see lots of people from different countries
come to australia then you’ll see lots of people from different countries
Identity Attack0.025404079
Insult0.011730902
Profanity0.02030538
Threat0.008582866
Severe Toxicity0.0021457672
Low Tox 0.040430736 Low Con 0.283 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
Saji Sharma is gonna come for you
Saji Sharma is gonna come for you
Identity Attack0.0038477771
Insult0.02122384
Profanity0.02303812
Threat0.017846745
Severe Toxicity0.0034713745
Low Tox 0.039935954 Low Con 0.276 Meta_Commentary
Feb 9, 2026 Inside Canada's Indian Invasion...
keep voting carney or whoever comes up as the new liberal leader y'all
keep voting carney or whoever comes up as the new liberal leader y'all
Identity Attack0.0047172266
Insult0.018967867
Profanity0.012995303
Threat0.007741391
Severe Toxicity0.0012207031
Low Tox 0.03969839 Low Con 0.177
Jan 13, 2026 Canada’s new rules in 2026
Government come talk in all languages and not in English or French 6894 boul gouin east
Government come talk in all languages and not in English or French 6894 boul gouin east
Identity Attack0.010507392
Insult0.014960921
Profanity0.014088398
Threat0.0065956907
Severe Toxicity0.0013923645
Low Tox 0.038519915 Low Con 0.167 Policy_Critique
Mar 3, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
People can’t get jobs too much people coming here not enough jobs.
People can’t get jobs too much people coming here not enough jobs.
Identity Attack0.012641981
Insult0.015264924
Profanity0.011150704
Threat0.006356194
Severe Toxicity0.001115799
Low Tox 0.038519915 Low Con 0.299 Economic_Argument
Aug 26, 2025 Why Canadians Are Turning Against …
Please come to texas
Please come to texas
Identity Attack0.0103594
Insult0.013934915
Profanity0.01887069
Threat0.009256045
Severe Toxicity0.002336502
Low Tox 0.038519915 Moderate Con 0.413 Call_To_Action
Feb 4, 2026 Inside Canada's Indian Invasion...
Dublin Ireland be coming the same
Dublin Ireland be coming the same
Identity Attack0.014852738
Insult0.012566907
Profanity0.020168742
Threat0.010757755
Severe Toxicity0.002412796
Low Tox 0.038048524 Moderate Con 0.329 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Your full of it the walk across the border the get put through the system then given Money put up in hotels or that the government bought with our money they could be in that …
Your full of it the walk across the border the get put through the system then given Money put up in hotels or that the government bought with our money they could be in that hotel for up to 5 years before they get to them and more are coming
Identity Attack0.008916483
Insult0.017088935
Profanity0.012858666
Threat0.006861079
Severe Toxicity0.0012874603
Low Tox 0.038048524 Moderate Con 0.308
Mar 22, 2019 How much do refugees and …
The problem is that we don't have enough homes and jobs. If anything, as a Canadian, my dad coming from Ireland as an imagrant; everyone deserves an opportunity. Working in insurance, just wanna mention so …
The problem is that we don't have enough homes and jobs. If anything, as a Canadian, my dad coming from Ireland as an imagrant; everyone deserves an opportunity. Working in insurance, just wanna mention so some of these judgemental people who have spoken understand that Canadian hospitals bill patients who are not citizens.
Identity Attack0.018369852
Insult0.015948927
Profanity0.009852652
Threat0.006168481
Severe Toxicity0.0008916855
Low Tox 0.03781283 Constructive 0.825 Personal_Narrative
Dec 18, 2025 Inside Canada's Indian Metropolis (Brampton)
My son is having a hard time finding a job. He is 22 and looking for anything. I told him to leave the country and come back and claim asylum. I am sure they would …
My son is having a hard time finding a job. He is 22 and looking for anything. I told him to leave the country and come back and claim asylum. I am sure they would not say anything because there are no checks and balances in our immigration system.
Identity Attack0.017766917
Insult0.012870909
Profanity0.012073003
Threat0.006699257
Severe Toxicity0.0010681152
Low Tox 0.03781283 Constructive 0.681 Personal_Narrative
Feb 26, 2026 6 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
“What we are saying to students abroad is come, and you might be able to stay - but that’s not a guarantee” Am I smoking something or are international students by definition no supposed to …
“What we are saying to students abroad is come, and you might be able to stay - but that’s not a guarantee” Am I smoking something or are international students by definition no supposed to be temporary residents here for an education? What entitles them to stay?
Identity Attack0.0091384705
Insult0.01625293
Profanity0.012346277
Threat0.0062332097
Severe Toxicity0.00096797943
Low Tox 0.037577134 Moderate Con 0.371 Question
Feb 3, 2026 Why Canada’s immigration system has …
I also want to come canada from India please help
I also want to come canada from India please help
Identity Attack0.030949092
Insult0.011730902
Profanity0.015693882
Threat0.008103873
Severe Toxicity0.002040863
Low Tox 0.037577134 Moderate Con 0.467 Question
Oct 11, 2025 Inside Canada's Indian Metropolis (Brampton)

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.