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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

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Active: "From Canada. This is the …" 6,088 comments · Page 241 of 244
Why would Canada be exempt, foreign nationals is foreign nation Canadian Germane or whatever…
Why would Canada be exempt, foreign nationals is foreign nation Canadian Germane or whatever…
Identity Attack0.0011822326
Insult0.00053934235
Profanity0.000036833728
Threat0.00007051516
Severe Toxicity0.0000025904756
Low Tox 0.0023595933
Dec 8, 2025 1 likes
Bring just what Canada needs!!
Bring just what Canada needs!!
Identity Attack0.00064889836
Insult0.0005899388
Profanity0.00004591454
Threat0.00015160858
Severe Toxicity0.0000023812045
Low Tox 0.0022647218
Apr 14, 2025 18 likes
Canada needs to become the 51st state
Canada needs to become the 51st state
Identity Attack0.00080182415
Insult0.00045922623
Profanity0.000032942437
Threat0.00011460342
Severe Toxicity0.0000025873549
Low Tox 0.0022459808 Identity_Assertion
Dec 8, 2025 4 likes
We can only hope, but new world order neoliberals want to make Canada a proper thrid world country of economic dualism in every city. The ultra wealthy people who have everything they want and more, …
We can only hope, but new world order neoliberals want to make Canada a proper thrid world country of economic dualism in every city. The ultra wealthy people who have everything they want and more, and you who will own nothing and be happy listing to Yoko Ono and John Lennon sing hippy songs to you.
Identity Attack0.00013972305
Insult0.0013130872
Profanity0.000056494053
Threat0.000030143
Severe Toxicity0.0000020706232
Low Tox 0.0021753937
Apr 28, 2025
Do it,and if will happen show the proof before blahh blahh.so we can believe .canada is sinking the economy.crime rate increase every day.poor getting more poorer even canadian citizens .stop always planning if can’t do …
Do it,and if will happen show the proof before blahh blahh.so we can believe .canada is sinking the economy.crime rate increase every day.poor getting more poorer even canadian citizens .stop always planning if can’t do it.
Identity Attack0.0005643715
Insult0.00059326214
Profanity0.000052429514
Threat0.000051472347
Severe Toxicity0.0000025432173
Low Tox 0.0021074854
Apr 20, 2025
What do you expect look at our immigration problems Canada is bringing in so many immigrants that they do not vet. Also our errogant superior attitude is hurting our reputation and insulting theie president doesn't …
What do you expect look at our immigration problems Canada is bringing in so many immigrants that they do not vet. Also our errogant superior attitude is hurting our reputation and insulting theie president doesn't help. Canada is not the same country it was over 10 years ago.
Identity Attack0.00050325476
Insult0.00074285606
Profanity0.000023377024
Threat0.00003199862
Severe Toxicity0.000002083713
Low Tox 0.0021011352 Policy_Critique
Dec 8, 2025 18 likes
Trudeau is not the head of Canada's government any longer 🎡🎠🚆🏙🌐🎉🎊🎋🎍🎏
Trudeau is not the head of Canada's government any longer 🎡🎠🚆🏙🌐🎉🎊🎋🎍🎏
Identity Attack0.00009214402
Insult0.0012226577
Profanity0.000034510518
Threat0.000024610112
Severe Toxicity0.0000015653013
Low Tox 0.0019393131
Apr 16, 2025
Why is Canada advertising for low skilled workers or is this article related to bull droppings ?. Best for them to educate and upgrade those already there.
Why is Canada advertising for low skilled workers or is this article related to bull droppings ?. Best for them to educate and upgrade those already there.
Identity Attack0.00007427224
Insult0.0009764015
Profanity0.00006514715
Threat0.000030003102
Severe Toxicity0.0000020497578
Low Tox 0.0019087809
Apr 14, 2025 3 likes
Canada has to stop funding all programs to foreign countries....we need to fund our country first...we are not bad unconcerned citizens...we just don't want to be taken advantage of....we are broke!
Canada has to stop funding all programs to foreign countries....we need to fund our country first...we are not bad unconcerned citizens...we just don't want to be taken advantage of....we are broke!
Identity Attack0.00022114928
Insult0.0005871058
Profanity0.00003183165
Threat0.00005655146
Severe Toxicity0.0000020115463
Low Tox 0.0019068342 Economic_Argument
Apr 16, 2025
Reality is that Canada does not have a housing problem, it has a occupancy level problem, That can only be solved by having more babies.
Reality is that Canada does not have a housing problem, it has a occupancy level problem, That can only be solved by having more babies.
Identity Attack0.00029450783
Insult0.00040798812
Profanity0.000027467056
Threat0.00010476522
Severe Toxicity0.000002655204
Low Tox 0.001680564 Economic_Argument
Apr 16, 2025
I have nothing again immigrants but a lot that comes in Canada to gain money but send most of the money to their family in there country so it's not benefits to Canada or don't …
I have nothing again immigrants but a lot that comes in Canada to gain money but send most of the money to their family in there country so it's not benefits to Canada or don't work and profit from the money give from government about time Canada put is pants
Identity Attack0.0009662133
Insult0.0003654069
Profanity0.000018763858
Threat0.000044705364
Severe Toxicity0.000002284261
Low Tox 0.0016209123 Economic_Argument
Apr 19, 2025 1 likes
LIBERALS MAKE CANADA 3ed WORLD
LIBERALS MAKE CANADA 3ed WORLD
Identity Attack0.00010352851
Insult0.0006639782
Profanity0.000025611513
Threat0.000036034384
Severe Toxicity0.0000014579114
Low Tox 0.00152461
Apr 21, 2025
If it wasn't for Canada's mass immigration policies, this wouldn't be happening. Keep voting Liberal folks.
If it wasn't for Canada's mass immigration policies, this wouldn't be happening. Keep voting Liberal folks.
Identity Attack0.00012788984
Insult0.00055390707
Profanity0.000022947544
Threat0.000038431543
Severe Toxicity0.0000015666453
Low Tox 0.0014871449 Policy_Critique
Dec 8, 2025 3 likes
Maybe with a new, and NOT Liberal, government, family breadwinners can earn enough so that Canadians can affort to have the children that will make it not so necessary to import workers. It wouldn't be …
Maybe with a new, and NOT Liberal, government, family breadwinners can earn enough so that Canadians can affort to have the children that will make it not so necessary to import workers. It wouldn't be so bad if immigrants (not all - I know) didn't bring all their frustrations and anger from their home with them into our society. Currently immigration causes way too much friction and divisivness in Canada. They bring their problems with them They need to solve those issues in their home countries. We don't need those problems to be faught here in our peaceful country.
Identity Attack0.00075307256
Insult0.0003533653
Profanity0.000024432342
Threat0.000047496353
Severe Toxicity0.0000027140154
Low Tox 0.0014553746 Policy_Critique
Apr 14, 2025
Then Canada must do the same thing
Then Canada must do the same thing
Identity Attack0.0004919382
Insult0.0002506337
Profanity0.000034601635
Threat0.00012181549
Severe Toxicity0.000002911552
Low Tox 0.0013496522 Comparative_Framing
Dec 9, 2025
Welcome to the party Canada ….see why we voted for Donald Trump
Welcome to the party Canada ….see why we voted for Donald Trump
Identity Attack0.000040266736
Insult0.0008287797
Profanity0.000024448937
Threat0.000029469085
Severe Toxicity0.0000014783134
Low Tox 0.0013172895 Comparative_Framing
Apr 16, 2025 5 likes
I wish Canada would serious about their border!
I wish Canada would serious about their border!
Identity Attack0.00025275192
Insult0.0003317812
Profanity0.000027042159
Threat0.000069387715
Severe Toxicity0.0000020893783
Low Tox 0.0013016874 Policy_Critique
Dec 8, 2025 11 likes
Canada sarkar you are doing great job I love the Canada I love the Canada I love the Canada
Canada sarkar you are doing great job I love the Canada I love the Canada I love the Canada
Identity Attack0.0003301779
Insult0.0004180386
Profanity0.00003446063
Threat0.000071186
Severe Toxicity0.000002292399
Low Tox 0.0012719587
Apr 14, 2025 2 likes
Canada always follow America no matter what.
Canada always follow America no matter what.
Identity Attack0.00038239782
Insult0.00031467067
Profanity0.0000282539
Threat0.000053893524
Severe Toxicity0.0000021217368
Low Tox 0.0012569824 Comparative_Framing
Apr 15, 2025 2 likes
Canada has been doing it for years, so stop complaining
Canada has been doing it for years, so stop complaining
Identity Attack0.00013139051
Insult0.0005043165
Profanity0.000024453764
Threat0.000035350822
Severe Toxicity0.000001617113
Low Tox 0.0012431246 Policy_Critique
Dec 10, 2025
I remember going into Canada to attend a 16 week log building class. They tore apart my truck and trailer outside and when nothing illegal was found said have a nice time. I could care …
I remember going into Canada to attend a 16 week log building class. They tore apart my truck and trailer outside and when nothing illegal was found said have a nice time. I could care less what difficulties canuks have getting into the USA.
Identity Attack0.00025209007
Insult0.00037682502
Profanity0.00003760204
Threat0.00006585158
Severe Toxicity0.0000024011076
Low Tox 0.0012392753
Dec 8, 2025 1 likes
Just dont go and travel within Canada.
Just dont go and travel within Canada.
Identity Attack0.00022038477
Insult0.00034485367
Profanity0.000029326635
Threat0.000063025844
Severe Toxicity0.0000019012493
Low Tox 0.0012350532 Call_To_Action
Dec 10, 2025
Canada is too expensive I will not return, there dollar only worth SIXTY cents USD
Canada is too expensive I will not return, there dollar only worth SIXTY cents USD
Identity Attack0.00023248837
Insult0.00057442224
Profanity0.000026407031
Threat0.000029085631
Severe Toxicity0.0000018387182
Low Tox 0.0011789713 Personal_Narrative
Apr 14, 2025 28 likes
Thats great, get them out. Close the door, and get wright about new to Canada. So it works.
Thats great, get them out. Close the door, and get wright about new to Canada. So it works.
Identity Attack0.00013275402
Insult0.00033689852
Profanity0.000025999867
Threat0.0001952684
Severe Toxicity0.0000027366818
Low Tox 0.0011696401
Apr 15, 2025 2 likes
Which “Immigrants have historically been a crucial driver of economic expansion in Canada? Where is your empirical evidence, Monsieur? Or, you just said it thinking that we will not pay attention to the fallacy. What …
Which “Immigrants have historically been a crucial driver of economic expansion in Canada? Where is your empirical evidence, Monsieur? Or, you just said it thinking that we will not pay attention to the fallacy. What a poor social-economic-political analysis. Sorry, Canada cannot take care of the whole world while some Canadians are in dare situation and the influx of immigrants are stifling off the resources and billions are given to foreign country to aid war.
Identity Attack0.00050741405
Insult0.00034904556
Profanity0.00002245363
Threat0.000031806645
Severe Toxicity0.0000024682852
Low Tox 0.0010979186 Policy_Critique
Apr 14, 2025

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.