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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Search comment text, filter by category or toxicity level
Active: "You all are a new …" 862 comments · Page 34 of 35
So how do they get brand new cars .....
So how do they get brand new cars .....
Identity Attack0.0015354111
Insult0.0072278744
Profanity0.010587076
Threat0.0067898775
Severe Toxicity0.0008201599
Low Tox 0.009990019 Low Con 0.26
Jun 30, 2019 How much do refugees and …
New New Delhi
New New Delhi
Identity Attack0.004587734
Insult0.009640889
Profanity0.014600786
Threat0.008000307
Severe Toxicity0.0011968613
Low Tox 0.009927189 Moderate Con 0.401
Sep 29, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
All I heard was we are raising taxes adding new taxes and finding more things to tax
All I heard was we are raising taxes adding new taxes and finding more things to tax
Identity Attack0.0017296498
Insult0.007778878
Profanity0.010467518
Threat0.0059969495
Severe Toxicity0.0005674362
Low Tox 0.009801528 Moderate Con 0.321 Policy_Critique
Jan 12, 2026 2 likes Canada’s new rules in 2026
That was never part of the plan. I believe the intentions have been to populate Canada even though new jobs were not created, housing builds not increasing and infrastructure to support this population boom hasn't …
That was never part of the plan. I believe the intentions have been to populate Canada even though new jobs were not created, housing builds not increasing and infrastructure to support this population boom hasn't changed.
Identity Attack0.002848835
Insult0.0075698765
Profanity0.009271945
Threat0.0059516393
Severe Toxicity0.00047683716
Low Tox 0.009613037 Constructive 0.573
Sep 29, 2025 IRCC Names India in Study …
Pipeline for new markets should now be a priority due to Mr. Trumps latest move. If USA cuts off Canadian oil Canada can not finance Quebec, Ontario and other Canadian provinces that benefit from equalization …
Pipeline for new markets should now be a priority due to Mr. Trumps latest move. If USA cuts off Canadian oil Canada can not finance Quebec, Ontario and other Canadian provinces that benefit from equalization payments.
Identity Attack0.0021273769
Insult0.007911879
Profanity0.008785176
Threat0.0059678215
Severe Toxicity0.00044822693
Low Tox 0.009110395 Moderate Con 0.409
Jan 4, 2026 1 likes New rules, regulations take effect …
New Brunswick is the only officially bilingual province in Canada.
New Brunswick is the only officially bilingual province in Canada.
Identity Attack0.0051427023
Insult0.0070663732
Profanity0.009733095
Threat0.006045496
Severe Toxicity0.00061511993
Low Tox 0.008544922 Low Con 0.201 Question
Feb 10, 2026 3 likes Canadian Citizenship Test 2025 – …
summary 2026 new law - more tax
summary 2026 new law - more tax
Identity Attack0.0015816584
Insult0.006771872
Profanity0.009852652
Threat0.0061749537
Severe Toxicity0.0006008148
Low Tox 0.007696713 Low Con 0.222 Policy_Critique
Jan 20, 2026 Canada’s new rules in 2026
I’m heading down to Canada from New Jersey this week for a concert, Canada don’t be rude to me.
I’m heading down to Canada from New Jersey this week for a concert, Canada don’t be rude to me.
Identity Attack0.00055184105
Insult0.0027677892
Profanity0.000047045385
Threat0.000068257665
Severe Toxicity0.0000017084693
Low Tox 0.006529561
Dec 8, 2025 2 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
No.13 - New Brunswick, no Quebec
No.13 - New Brunswick, no Quebec
Identity Attack0.0013689207
Insult0.0060973675
Profanity0.008862034
Threat0.005670069
Severe Toxicity0.00040769577
Low Tox 0.004523782 Low Con 0.251
Jul 22, 2025 1 likes Canadian Citizenship Test 2025 – …
canadians are just straight confused if they are choosing to go down there voluntarily 🤦‍♂️ probably the albertan separatists looking for a new home 😂
canadians are just straight confused if they are choosing to go down there voluntarily 🤦‍♂️ probably the albertan separatists looking for a new home 😂
Identity Attack0.0021610456
Insult0.0005809147
Profanity0.000030460635
Threat0.000070051035
Severe Toxicity0.0000026030807
Low Tox 0.0029380107 Humor_Satire
Dec 10, 2025 1 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
That's fine. I think we have permanent residents and new naturalized citizens that went to America that never came back to our country for decades that are not being reported to the public. America is …
That's fine. I think we have permanent residents and new naturalized citizens that went to America that never came back to our country for decades that are not being reported to the public. America is just trying to fix loophooles for their country.
Identity Attack0.00016808667
Insult0.0010283373
Profanity0.00006494519
Threat0.00003096067
Severe Toxicity0.000002250703
Low Tox 0.0021313783
Dec 7, 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
This seems to nave become a problem because of the number of “new Canadians”. That’s the part your not suppose to say out loud but is the real problem in the American eye.
This seems to nave become a problem because of the number of “new Canadians”. That’s the part your not suppose to say out loud but is the real problem in the American eye.
Identity Attack0.00019084592
Insult0.00051859475
Profanity0.000032082033
Threat0.000029981105
Severe Toxicity0.0000019248057
Low Tox 0.0012512739
Dec 8, 2025
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
Is the NEW Immigrants ( Refugees Claimants, asylum seekers, foreign workers and foreign students abusing of the GOB. Benefits and liying with the legal documents. And taking away are JOBS.😡 We don't need MORE New …
Is the NEW Immigrants ( Refugees Claimants, asylum seekers, foreign workers and foreign students abusing of the GOB. Benefits and liying with the legal documents. And taking away are JOBS.😡 We don't need MORE New Immigrants We are enough with are CANADIENSE citizens🇨🇦.
Identity Attack0.0005027372
Insult0.00024303119
Profanity0.000014654734
Threat0.000031428724
Severe Toxicity0.0000022643567
Low Tox 0.000949252 Unverified_Claim
Apr 16, 2025 1 likes
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
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
Many Canadians have pulled their RVs out of northern New York and are finding spots in Ontario instead. Sad that it will affect decent American businesses but there will be many unexpected consequences to the …
Many Canadians have pulled their RVs out of northern New York and are finding spots in Ontario instead. Sad that it will affect decent American businesses but there will be many unexpected consequences to the erratic behaviour of the Trumpet.
Identity Attack0.00011903924
Insult0.00037715834
Profanity0.000028584078
Threat0.000027960263
Severe Toxicity0.0000019255622
Low Tox 0.00084045675 Economic_Argument
Dec 9, 2025 22 likes
If you want to avoid the new rules, just don't go to Magastan.
If you want to avoid the new rules, just don't go to Magastan.
Identity Attack0.00020226324
Insult0.00026642453
Profanity0.00003636607
Threat0.000039109203
Severe Toxicity0.0000021943258
Low Tox 0.000837633
Dec 7, 2025 245 likes
I won't miss those new immigrants from south Asia. They completely change once clean cities. They post illegal advertising signs everywhere, on traffic lights bus shelters, at the sides of our streets. Who post on …
I won't miss those new immigrants from south Asia. They completely change once clean cities. They post illegal advertising signs everywhere, on traffic lights bus shelters, at the sides of our streets. Who post on traffic light? meant to get attention of motorists. They don't believe in obeying bylaws. And city councilors do nothing about it . Even police don't see the safety hazzard these signs, posted at traffic lights pose.
Identity Attack0.00041846186
Insult0.00022734511
Profanity0.000014769093
Threat0.00003745917
Severe Toxicity0.0000022475413
Low Tox 0.0008297402 Fear_Threat
Apr 16, 2025 1 likes
Of course Canadian must be included: the "new" Canada consists of mostly third world refugees and economic immigrants, and nobody is checking who is landing here anymore.
Of course Canadian must be included: the "new" Canada consists of mostly third world refugees and economic immigrants, and nobody is checking who is landing here anymore.
Identity Attack0.0003822023
Insult0.00020252395
Profanity0.000016734057
Threat0.000042898202
Severe Toxicity0.0000025539964
Low Tox 0.00080448174
Dec 8, 2025 1 likes
I’ve been traveling the world for 22 years most all countries and setting up what’s called biometrics. It nothing new. Just new to Canadians.
I’ve been traveling the world for 22 years most all countries and setting up what’s called biometrics. It nothing new. Just new to Canadians.
Identity Attack0.00036653172
Insult0.00021574546
Profanity0.000030279818
Threat0.000035926885
Severe Toxicity0.0000024186936
Low Tox 0.0007478373
Dec 8, 2025 1 likes
Thank God. We can’t afford them at all and should prioritize helping INDIGENOUS CANADIANS OVER NEW COMERS!
Thank God. We can’t afford them at all and should prioritize helping INDIGENOUS CANADIANS OVER NEW COMERS!
Identity Attack0.0004124779
Insult0.00015949133
Profanity0.000025302395
Threat0.000068962894
Severe Toxicity0.0000030446813
Low Tox 0.00074133277 Moral_Argument
Jun 6, 2025 1 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.