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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 1217 of 1230
Mexican and Canadian visitors entering on a B2 visitor visa and staying longer than 30 days or traveling beyond 25 miles must apply for an I-94. Biometrics and photo is taken. It's been this way …
Mexican and Canadian visitors entering on a B2 visitor visa and staying longer than 30 days or traveling beyond 25 miles must apply for an I-94. Biometrics and photo is taken. It's been this way for many years. Really nothing really new here. Just enforcing the law that has been in place since 1996. Known as the 96 Act of the INA. I am a retired INS Inspector and spent 17 years on the San Diego/Tijuana land border crossing. I put my entry stamp on thousands of I-94's.
Identity Attack0.00074456655
Insult0.00022661212
Profanity0.00003744463
Threat0.00004035115
Severe Toxicity0.0000029890857
Low Tox 0.00093714095 Personal_Narrative
Dec 10, 2025 4 likes
Because Canada is a 3rd world country now..thanks to the Liberal Party...😂😂😂
Because Canada is a 3rd world country now..thanks to the Liberal Party...😂😂😂
Identity Attack0.00016125571
Insult0.00033830001
Profanity0.00003454697
Threat0.000036858186
Severe Toxicity0.0000018846267
Low Tox 0.0009357696 Policy_Critique
Dec 10, 2025
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
Dont pay huge amount of money to come here as a student. You will regret.
Dont pay huge amount of money to come here as a student. You will regret.
Identity Attack0.00009592526
Insult0.00031887632
Profanity0.000018985307
Threat0.000066387904
Severe Toxicity0.0000020772134
Low Tox 0.00092874985 Personal_Narrative
Apr 16, 2025 23 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
We all have the same problem
We all have the same problem
Identity Attack0.00016848801
Insult0.00027703922
Profanity0.000022378705
Threat0.00002854937
Severe Toxicity0.0000019233798
Low Tox 0.0009255061 Solidarity
Apr 15, 2025 1 likes
Oh you mean they're actually going to do their job
Oh you mean they're actually going to do their job
Identity Attack0.00009189989
Insult0.0002907923
Profanity0.000026997892
Threat0.0000743414
Severe Toxicity0.000002259391
Low Tox 0.0009234757
Dec 7, 2025 7 likes
Don’t go!!
Don’t go!!
Identity Attack0.000125563
Insult0.00029822448
Profanity0.000027118136
Threat0.00006104016
Severe Toxicity0.000002514554
Low Tox 0.00091407483
Dec 26, 2025
Here is an idea: Don't go to the states
Here is an idea: Don't go to the states
Identity Attack0.0003227782
Insult0.00023376732
Profanity0.000025640471
Threat0.000032874115
Severe Toxicity0.0000023332425
Low Tox 0.00090893084
Dec 9, 2025 36 likes
Why would any Canadian go to the states anymore? (Other than to see family or if your work is there).
Why would any Canadian go to the states anymore? (Other than to see family or if your work is there).
Identity Attack0.00034133406
Insult0.00027375927
Profanity0.00002629084
Threat0.0000404568
Severe Toxicity0.0000023883754
Low Tox 0.0009077715
Dec 8, 2025 263 likes
I’m not going to Magastan, so won’t be a problem
I’m not going to Magastan, so won’t be a problem
Identity Attack0.00026068778
Insult0.00025373633
Profanity0.000042434363
Threat0.000048542584
Severe Toxicity0.0000022994361
Low Tox 0.00090588746 Humor_Satire
Dec 10, 2025
Just don't go
Just don't go
Identity Attack0.00010395696
Insult0.00033395656
Profanity0.000030271276
Threat0.000036723843
Severe Toxicity0.0000021711492
Low Tox 0.0009029055 Call_To_Action
Dec 9, 2025
The only reason why Canada is on the list is because Canada’s immigration accepts everyone therefore the rules apply
The only reason why Canada is on the list is because Canada’s immigration accepts everyone therefore the rules apply
Identity Attack0.00031800044
Insult0.00027186234
Profanity0.00001863052
Threat0.000038987357
Severe Toxicity0.0000021811275
Low Tox 0.0009003914
Dec 11, 2025
no they don't because they shouldn't be going to the states.
no they don't because they shouldn't be going to the states.
Identity Attack0.00028797647
Insult0.00026531832
Profanity0.000024174293
Threat0.000037125974
Severe Toxicity0.0000023531934
Low Tox 0.00089995394
Dec 10, 2025
propaganda before an election.
propaganda before an election.
Identity Attack0.00006857147
Insult0.00034144492
Profanity0.00001758224
Threat0.000019850302
Severe Toxicity0.0000014604259
Low Tox 0.0008956605 Meta_Commentary
Apr 16, 2025
Nelson e são Bernardo do campo sp Brazil valeu
Nelson e são Bernardo do campo sp Brazil valeu
Identity Attack0.00007650238
Insult0.00038207913
Profanity0.000052962278
Threat0.000076597426
Severe Toxicity0.000002657745
Low Tox 0.0008913967 Meta_Commentary
Dec 9, 2025 1 likes
Save it.
Save it.
Identity Attack0.00006559074
Insult0.00032062762
Profanity0.000024389321
Threat0.00021859755
Severe Toxicity0.0000032064956
Low Tox 0.0008911493
Dec 8, 2025
Canada used and earned money from international students and put so many rules them to leave. Canada doesn't want educated ppl they want refugees to run their country. Those who doesn't even have any language …
Canada used and earned money from international students and put so many rules them to leave. Canada doesn't want educated ppl they want refugees to run their country. Those who doesn't even have any language Proficiency. This country is run by headless ppl. They have to enrol int. Students from other countries not only India. Iran , Sudan they give easy work permit and PR. But those who did Masters studies no points.
Identity Attack0.000442064
Insult0.00022481215
Profanity0.00003744095
Threat0.000044459546
Severe Toxicity0.000002927076
Low Tox 0.00088779686 Policy_Critique
Apr 19, 2025 1 likes
Just don’t go.
Just don’t go.
Identity Attack0.000108124696
Insult0.00033760667
Profanity0.000029882172
Threat0.000041794676
Severe Toxicity0.0000023028465
Low Tox 0.0008860645 Call_To_Action
Dec 8, 2025
LOL
LOL
Identity Attack0.00006809461
Insult0.00038148116
Profanity0.000033565953
Threat0.00003005075
Severe Toxicity0.0000018422587
Low Tox 0.0008772455
Dec 8, 2025
Who cares what the USSA wants?
Who cares what the USSA wants?
Identity Attack0.0001027725
Insult0.0003314211
Profanity0.000029371335
Threat0.000026481828
Severe Toxicity0.0000017184831
Low Tox 0.0008744756
Dec 7, 2025 1 likes
It’s simple stay home, spend your money in Canada.
It’s simple stay home, spend your money in Canada.
Identity Attack0.000091080685
Insult0.00038772888
Profanity0.000021977181
Threat0.000036085523
Severe Toxicity0.0000017691739
Low Tox 0.00087425276 Call_To_Action
Dec 9, 2025
Hm...I'm sure there must be some easy way to avoid the hassle and risk of visiting Magastan...hmm...
Hm...I'm sure there must be some easy way to avoid the hassle and risk of visiting Magastan...hmm...
Identity Attack0.00007427238
Insult0.0003688675
Profanity0.000036640064
Threat0.000027363732
Severe Toxicity0.000001954854
Low Tox 0.00087357656 Humor_Satire
Dec 26, 2025
The TDS on here is out of control. 😂😂😂
The TDS on here is out of control. 😂😂😂
Identity Attack0.0000803828
Insult0.00038388837
Profanity0.000030506504
Threat0.000030768526
Severe Toxicity0.0000018295998
Low Tox 0.0008731293 Meta_Commentary
Dec 9, 2025
His best advice is “comply” he said bring taxes and proof of bank accounts. Just don’t go, they don’t want anybody there anyway, not even their own citizens.
His best advice is “comply” he said bring taxes and proof of bank accounts. Just don’t go, they don’t want anybody there anyway, not even their own citizens.
Identity Attack0.00007646154
Insult0.0004427784
Profanity0.000026188443
Threat0.000026637115
Severe Toxicity0.0000020632588
Low Tox 0.00087100454 Policy_Critique
Dec 10, 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.