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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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Active: "We don’t have a government …" 1,794 comments · Page 72 of 72
If you go to trumpland and get detained by ICE, don't cry to the Canadian Government for help.
If you go to trumpland and get detained by ICE, don't cry to the Canadian Government for help.
Identity Attack0.00081246725
Insult0.0017468884
Profanity0.000041255807
Threat0.0003165573
Severe Toxicity0.0000028341394
Low Tox 0.0073046167
Dec 8, 2025 3 likes
Don’t blame USA for the lack of Canadian government responsibilities…last 10 years look at how Canada has had increased crime, drugs, look what’s going on in Surrey BC…..huge drug busts in Okanagan with street guns….so …
Don’t blame USA for the lack of Canadian government responsibilities…last 10 years look at how Canada has had increased crime, drugs, look what’s going on in Surrey BC…..huge drug busts in Okanagan with street guns….so being proactive on safety in the so called “new world” now….is positive…
Identity Attack0.00049278134
Insult0.0012809078
Profanity0.00009218832
Threat0.00015802599
Severe Toxicity0.000003631664
Low Tox 0.005380478 Policy_Critique
Dec 9, 2025
Canada has been seen as multicultural ONLY BY THE GOVERNMENT not by Canadians
Canada has been seen as multicultural ONLY BY THE GOVERNMENT not by Canadians
Identity Attack0.0020929498
Insult0.00058655854
Profanity0.000024226221
Threat0.000040483275
Severe Toxicity0.0000024816304
Low Tox 0.0029421959
Apr 15, 2025
That's the Liberal government for you. Promise you the moon to get your vote, and then do the rug-pull. They do this to homegrown Canadians too.
That's the Liberal government for you. Promise you the moon to get your vote, and then do the rug-pull. They do this to homegrown Canadians too.
Identity Attack0.0005989399
Insult0.00091336184
Profanity0.00006148579
Threat0.000085087275
Severe Toxicity0.0000023829673
Low Tox 0.0028087383 Policy_Critique
Mar 3, 2026 Canada's tighter immigration policy divides …
Canadian government should do the same. Simple!
Canadian government should do the same. Simple!
Identity Attack0.00046300262
Insult0.0005327968
Profanity0.000034911478
Threat0.00008837848
Severe Toxicity0.0000021202663
Low Tox 0.0021303836
Dec 11, 2025
Trudeau is longer in government so why do you keep putting his name out there
Trudeau is longer in government so why do you keep putting his name out there
Identity Attack0.00005445664
Insult0.0012577358
Profanity0.000032798056
Threat0.000044630655
Severe Toxicity0.0000016938212
Low Tox 0.0019619958
Apr 14, 2025
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
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
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
🎉IRCC has discovered excessive abuse and fraud in the immigration system. Immigration is federal and they have the absolute power and rights to enforce the laws to cancel visas. The immigration system was abused and …
🎉IRCC has discovered excessive abuse and fraud in the immigration system. Immigration is federal and they have the absolute power and rights to enforce the laws to cancel visas. The immigration system was abused and in a complete mess. Every country must fix their own citizens or country problems first before bringing in foreigners to make it worse. Sorry-the liberal government failed with its policies for the last 9 years how can we trust them now?😨
Identity Attack0.000080583275
Insult0.00046100013
Profanity0.000023650031
Threat0.000024857662
Severe Toxicity0.0000017907762
Low Tox 0.0010544771 Unverified_Claim
Apr 18, 2025 1 likes
These immigrants were scheduled to leave anyway. They were well aware of it. So, it is not based on new immigration rules. The government tried to force too many people into the country, causing a …
These immigrants were scheduled to leave anyway. They were well aware of it. So, it is not based on new immigration rules. The government tried to force too many people into the country, causing a spike in housing prices and many other problems. This then affected every Canadian. A lot are becoming even poorer. It is one of the reasons they had more tent cities and 2 million people going to food banks along with 2/3 of Canadians with only 500.00 a month after all monthly bills were paid. That's 2/3 of Canadians. The Convoy had released these figures over a year ago at CPAC. Proving that Canada is in a huge mess economically because of these Liberal policies. @minimaxmiaandme.4971 - I don't hide behind a fake name. The Supreme Court ruled in favor of the convoy or did you forget? The Liberals violated Canadians' Constitutional Rights to Protest. Which proves they are more credible than the Liberals. Now be man enough to show your real identity.
Identity Attack0.00017204595
Insult0.00035070546
Profanity0.000051291976
Threat0.00004996549
Severe Toxicity0.000008668661
Low Tox 0.00093127653 Economic_Argument
Apr 15, 2025 18 likes
This immigration rule is not being enforced the way the government claims. IRCC is still handing out temporary resident visas—student visas, visitor visas, and visitor visa extensions—too easily. They’re approving 1-year visitor extensions, then another …
This immigration rule is not being enforced the way the government claims. IRCC is still handing out temporary resident visas—student visas, visitor visas, and visitor visa extensions—too easily. They’re approving 1-year visitor extensions, then another 6 months, and sometimes even another full year if someone applies again. How is that stricter than before? It’s not. The government is misleading Canadians when it says immigration rules are tightening. In reality, it’s becoming more lenient, and it’s frustrating for those of us who follow the rules, pay taxes, and contribute honestly to this country.
Identity Attack0.00021630489
Insult0.00028040312
Profanity0.000052242904
Threat0.000028844901
Severe Toxicity0.000002951865
Low Tox 0.00092790026 Policy_Critique
Jun 6, 2025
I'm across twice a week, never an issue. But understandable that the Americans would increase security since the Canadian Liberal government let anyone into Canada.
I'm across twice a week, never an issue. But understandable that the Americans would increase security since the Canadian Liberal government let anyone into Canada.
Identity Attack0.00011800841
Insult0.0001926306
Profanity0.00002129382
Threat0.000029325547
Severe Toxicity0.0000021946837
Low Tox 0.0005632492
Dec 7, 2025 22 likes
This is because the Canadian government fails to attract business migrations like they did in the old days some 40 plus years ago when I migrated to Canada from abroad as a entreprenuer.
This is because the Canadian government fails to attract business migrations like they did in the old days some 40 plus years ago when I migrated to Canada from abroad as a entreprenuer.
Identity Attack0.00009930971
Insult0.0001853153
Profanity0.000019003983
Threat0.000021120719
Severe Toxicity0.0000021212109
Low Tox 0.00048013427 Personal_Narrative
Apr 15, 2025 8 likes
Not visiting while clementine is still governing
Not visiting while clementine is still governing
Identity Attack0.00005143971
Insult0.00022322366
Profanity0.00001819066
Threat0.000023526443
Severe Toxicity0.0000017675802
Low Tox 0.00043939974
Dec 12, 2025
I registered with the French Government when I went on a work exchange. No problems
I registered with the French Government when I went on a work exchange. No problems
Identity Attack0.00006888981
Insult0.0001557563
Profanity0.000016370243
Threat0.00001901399
Severe Toxicity0.0000022151878
Low Tox 0.00037591276 Personal_Narrative
Dec 9, 2025
At lastly..government & authorities has taken absolutely extraordinary steps against..new immigration & jobs in immegrants should be close & send them backs without hesitations..housing crises & unemployment will be improved immediately..go ahead without delay…wakes up..wakes …
At lastly..government & authorities has taken absolutely extraordinary steps against..new immigration & jobs in immegrants should be close & send them backs without hesitations..housing crises & unemployment will be improved immediately..go ahead without delay…wakes up..wakes up..we are delayed in decision.
Identity Attack0.000048779526
Insult0.00014532087
Profanity0.000017338123
Threat0.000020040892
Severe Toxicity0.0000025921015
Low Tox 0.0003061768
Apr 14, 2025
At 3:03 - If the government wants to mitigate the rise of housing prices, they should ban the purchase of real estate by foreigners.. like other countries do. Allowing them to buy houses, etc, only …
At 3:03 - If the government wants to mitigate the rise of housing prices, they should ban the purchase of real estate by foreigners.. like other countries do. Allowing them to buy houses, etc, only helps to drive up demand and prices.
Identity Attack0.000068370755
Insult0.00012784888
Profanity0.000017180379
Threat0.000020163468
Severe Toxicity0.0000028917084
Low Tox 0.00029893842
Apr 14, 2025 58 likes
How the government is coordinating numbers of newcomers in relation to number of doctors added to the system? Same question applies to number of beds in hospitals, numbers of medical personnel, teachers etc
How the government is coordinating numbers of newcomers in relation to number of doctors added to the system? Same question applies to number of beds in hospitals, numbers of medical personnel, teachers etc
Identity Attack0.000044831824
Insult0.00013198885
Profanity0.000015901158
Threat0.000017449693
Severe Toxicity0.0000027787287
Low Tox 0.0002671678
Apr 16, 2025 2 likes

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.