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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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30,738 comments · Page 1218 of 1230
Prime Minister Justin Trudeau?!
Prime Minister Justin Trudeau?!
Identity Attack0.000033086035
Insult0.00047489276
Profanity0.00003518387
Threat0.000026853224
Severe Toxicity0.0000017915414
Low Tox 0.0008687294 Meta_Commentary
Apr 16, 2025
Not going to the states, ever again
Not going to the states, ever again
Identity Attack0.00022903825
Insult0.00025826064
Profanity0.000024554132
Threat0.000028332957
Severe Toxicity0.0000020266002
Low Tox 0.00086514594 Personal_Narrative
Dec 10, 2025
No more Trudo....he Coulden't find solutions for housing crisis ..this is a such a big country with plenty of lands available ?????
No more Trudo....he Coulden't find solutions for housing crisis ..this is a such a big country with plenty of lands available ?????
Identity Attack0.0000727142
Insult0.00037980633
Profanity0.000039586117
Threat0.000041426913
Severe Toxicity0.00000211046
Low Tox 0.0008641412
Apr 18, 2025 1 likes
Aside from Canada, what country doesn't protect their citizens. All countries have rules. Get over it.
Aside from Canada, what country doesn't protect their citizens. All countries have rules. Get over it.
Identity Attack0.0002134941
Insult0.00025708094
Profanity0.000023099614
Threat0.000034206943
Severe Toxicity0.0000019973663
Low Tox 0.00084893376
Dec 10, 2025 2 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
This is a commercial for the Lib's
This is a commercial for the Lib's
Identity Attack0.000057998666
Insult0.00043024422
Profanity0.000026014253
Threat0.000017729975
Severe Toxicity0.0000015421656
Low Tox 0.0008382685
Apr 29, 2025
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
Yeah, Americans know what is flowing in from the border and should have strict rules. Canada has open borders.
Yeah, Americans know what is flowing in from the border and should have strict rules. Canada has open borders.
Identity Attack0.00035951016
Insult0.00021751392
Profanity0.0000218104
Threat0.000040304807
Severe Toxicity0.0000024835338
Low Tox 0.00083697226
Dec 7, 2025 4 likes
Still these numbers are way too high. All immigration should be stopped till housing situation is resolved.
Still these numbers are way too high. All immigration should be stopped till housing situation is resolved.
Identity Attack0.00021178457
Insult0.00016407622
Profanity0.000013853454
Threat0.00009511885
Severe Toxicity0.0000025449883
Low Tox 0.0008347509 Policy_Critique
Apr 14, 2025
Just don't go !!!!
Just don't go !!!!
Identity Attack0.00009373847
Insult0.0002841601
Profanity0.00003591654
Threat0.00005191557
Severe Toxicity0.0000024435897
Low Tox 0.0008308926
Dec 9, 2025 1 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
i zec ostri .urac na sirotinju
i zec ostri .urac na sirotinju
Identity Attack0.00008873798
Insult0.00035392077
Profanity0.00005500738
Threat0.00003537716
Severe Toxicity0.0000021222022
Low Tox 0.00082874106
Apr 14, 2025
His executive orders are not laws.
His executive orders are not laws.
Identity Attack0.000055764714
Insult0.0004963318
Profanity0.000022978114
Threat0.000023329721
Severe Toxicity0.0000016457461
Low Tox 0.00082635175 Policy_Critique
Dec 11, 2025
No houses, no daycares
No houses, no daycares
Identity Attack0.00009637406
Insult0.0003342875
Profanity0.000020948166
Threat0.00002286375
Severe Toxicity0.0000016978452
Low Tox 0.00081756857
Apr 18, 2025 4 likes
Don't go!!
Don't go!!
Identity Attack0.00010997028
Insult0.00028003711
Profanity0.000025618474
Threat0.00004667827
Severe Toxicity0.0000023357002
Low Tox 0.0008173434
Dec 10, 2025 1 likes
Just don’t go!
Just don’t go!
Identity Attack0.00010419694
Insult0.00030804632
Profanity0.000030532465
Threat0.000044796012
Severe Toxicity0.0000023923853
Low Tox 0.0008173181 Call_To_Action
Dec 9, 2025
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
haven't been since Trump took over, and I was a regular.
haven't been since Trump took over, and I was a regular.
Identity Attack0.000045403107
Insult0.00049227546
Profanity0.00002309393
Threat0.000020224692
Severe Toxicity0.00000153538
Low Tox 0.00079543656 Personal_Narrative
Dec 9, 2025
Why is Pierre bringing Immigration law that’s why I’m not voting for him are no goverment Canada always follow the American he’s bringing tuf immigrating laws Canada is going to become like America like what …
Why is Pierre bringing Immigration law that’s why I’m not voting for him are no goverment Canada always follow the American he’s bringing tuf immigrating laws Canada is going to become like America like what trump is doing that’s why America treated Canadian the way they does Canadian always follow the American I have seen trump in Pierre look what trum put Canada through and he brieng in that immigration law it’s Just going to make Canada like america
Identity Attack0.00010044
Insult0.00032364624
Profanity0.000028711169
Threat0.00003159364
Severe Toxicity0.0000019860133
Low Tox 0.0007863873
Apr 14, 2025 1 likes
Why is Pierre bringing Immigration law that’s why I’m not voting for him are no goverment Canada always follow the American he’s bringing tuf immigrating laws Canada is going to become like America like what …
Why is Pierre bringing Immigration law that’s why I’m not voting for him are no goverment Canada always follow the American he’s bringing tuf immigrating laws Canada is going to become like America like what trump is doing that’s why America treated Canadian the way they does Canadian always follow the American I have seen trump in Pierre look what trum put Canada through and he brieng in that immigration law it’s Just going to make Canada like america
Identity Attack0.00010044
Insult0.00032364624
Profanity0.000028711169
Threat0.00003159364
Severe Toxicity0.0000019860133
Low Tox 0.0007863873
Apr 14, 2025
Don't go! You could end up in a concentration camp. Boycott all USA goods.
Don't go! You could end up in a concentration camp. Boycott all USA goods.
Identity Attack0.00008855893
Insult0.00023746064
Profanity0.000021520935
Threat0.0000562212
Severe Toxicity0.0000020596062
Low Tox 0.00078186515 Fear_Threat
Dec 8, 2025
Социализм борется с национализмом на фоне бедности и миграции.
Социализм борется с национализмом на фоне бедности и миграции.
Identity Attack0.0004023517
Insult0.005023861
Profanity0.008001649
Threat0.0052410383
Severe Toxicity0.00007688999
Low Tox 0.00078145193 Low Con 0.271 Comparative_Framing
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Not ever going back….don’t care about their border rules.
Not ever going back….don’t care about their border rules.
Identity Attack0.00013249363
Insult0.00025756942
Profanity0.000020693516
Threat0.000030080426
Severe Toxicity0.0000018404779
Low Tox 0.0007807034
Dec 8, 2025 7 likes
Good, there are too many from India and China here. Recently, I have seen some Chinese leaving from my own neighbour. This is a good thing, they come over here, don't speak English, don't work …
Good, there are too many from India and China here. Recently, I have seen some Chinese leaving from my own neighbour. This is a good thing, they come over here, don't speak English, don't work and use our resources that we have paid for all of our working lives. Our local college which used to pay for English lessons for Newcomers to Canada has now cancelled the program.
Identity Attack0.0010168551
Insult0.00017304033
Profanity0.00003081157
Threat0.00005803413
Severe Toxicity0.0000042457577
Low Tox 0.0007665064
Apr 17, 2025 2 likes
😂
😂
Identity Attack0.0000721695
Insult0.00024137361
Profanity0.000055092845
Threat0.00009664674
Severe Toxicity0.0000034362047
Low Tox 0.00076437247
Dec 13, 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.