Skip to content
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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "thank you for covering this …" 53 comments · Page 1 of 3
Thank god you covered this bullshit
Thank god you covered this bullshit
Identity Attack0.027011903
Insult0.47384647
Profanity0.8949436
Threat0.008375733
Severe Toxicity0.16960317
Toxic 0.8629672 Moderate Con 0.332 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Thank you for covering this. The country has gone to shit.
Thank you for covering this. The country has gone to shit.
Identity Attack0.11396073
Insult0.48627716
Profanity0.8086746
Threat0.0077025536
Severe Toxicity0.08069076
Toxic 0.7761081 Moderate Con 0.336 Fear_Threat
Feb 13, 2026 Inside Canada's Indian Invasion...
BRO! Thanks for covering this f’n abomination! I live a few hours from there and my city’s jobs have been invaded by imported thrd wrld dirty, lazy Ind*@ns! They sh*t and piss in public in …
BRO! Thanks for covering this f’n abomination! I live a few hours from there and my city’s jobs have been invaded by imported thrd wrld dirty, lazy Ind*@ns! They sh*t and piss in public in front of families, on the beaches, on toilet seats, don’t flush or wash their hands or themselves, they stank up any place they’re in, they’re starting to form clans and sh**ting up neighbourhoods, these are just facts! We are sick and tired of imported low wage labourers taking f’n jobs so that corps can maximize profit! NEVER believe them when they lie and tell you “it’s because the citizens don’t want the jobs”, that’s a load a BS!! White dude on the bike is based af and spitting facts! Deport 70% of them and put a moratorium on immigration NOW!
Identity Attack0.57150364
Insult0.6120431
Profanity0.6242122
Threat0.09623027
Severe Toxicity0.38274905
Toxic 0.71760553 Constructive 0.615 Identity Attack Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
your a fkn GGGGG I cannot believe you covered this issue! THANK YOU
your a fkn GGGGG I cannot believe you covered this issue! THANK YOU
Identity Attack0.04023018
Insult0.48627716
Profanity0.64657205
Threat0.01187109
Severe Toxicity0.2391185
Moderate 0.65996873 Constructive 0.525
Jan 27, 2026 Inside Canada's Indian Invasion...
Thanks for Covering the BULLSHIT silent invasion of Canada man. I live in the west BC and its just as bad over here. None of the youth can get their 1st job and start working …
Thanks for Covering the BULLSHIT silent invasion of Canada man. I live in the west BC and its just as bad over here. None of the youth can get their 1st job and start working for thw first time because all new begginer entry lvl jobs are taken by all the east indians and other foriegm worker bs. It needs to change, something needs tohappen before it to late, tbh it already feels to late theyve been slowly but steady moving all of India/chyna over and taken over Canada. It feels very weird being a white person walking around your own country getting weird angry looks when you go to a specific area or neighborhood. Its just Wrong it shouldnt be like that. Dont come into our fucking country and try n turn it into your old shithole one, you Follow OUR COUNTRYs rules and laws. Smh. Canada so cooked. Love your work Tyler keep up to good stuff. Hope you enjoyed the way while you were here.
Identity Attack0.4482637
Insult0.5130944
Profanity0.5865656
Threat0.023889944
Severe Toxicity0.23225145
Moderate 0.6544696 Constructive 0.713 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Brampton Bike guy is so based! Thanks for covering how badly the marxist Extreme far left liberal party of Canada has destroyed our country and fuck you TRUMP for helping Carney get elected instead of …
Brampton Bike guy is so based! Thanks for covering how badly the marxist Extreme far left liberal party of Canada has destroyed our country and fuck you TRUMP for helping Carney get elected instead of polleivre
Identity Attack0.23391083
Insult0.54471385
Profanity0.5365423
Threat0.050744623
Severe Toxicity0.16960317
Moderate 0.62702215 Moderate Con 0.455 Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Thank you for covering this issue. You came to ground zero… Im a irish-french canadian and have had to gro up in this HELL. If anyone is racist it’s the Indians, I was about to …
Thank you for covering this issue. You came to ground zero… Im a irish-french canadian and have had to gro up in this HELL. If anyone is racist it’s the Indians, I was about to be homeless because i couldnt find a job. I know for a fact im not the only one, all my friends are in the same situation. They only hire their own, we pay the highest tax in all of north America. If you want my opinion, i HATE them all equally just as much as i HATE canada. As a Canadian, i beg America to annex Canada. We need ice here too, and our government is run my the CCP. Im 25 and im this close from disappearing myself….
Identity Attack0.46028158
Insult0.43296707
Profanity0.25458565
Threat0.019055385
Severe Toxicity0.023880709
Moderate 0.4645176 Constructive 0.687 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
As a Canadian and a follower for years of you Tyler, thank you so much for covering this. We have absolutely been invaded and every time you try to say anything, Indians and white Canadians …
As a Canadian and a follower for years of you Tyler, thank you so much for covering this. We have absolutely been invaded and every time you try to say anything, Indians and white Canadians scream racism.
Identity Attack0.4830652
Insult0.24928534
Profanity0.03389629
Threat0.009437286
Severe Toxicity0.015157142
Moderate 0.3969567 Constructive 0.651 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Thanks for covering this disaster you should see the ones outside of Ontario absolute plague on society
Thanks for covering this disaster you should see the ones outside of Ontario absolute plague on society
Identity Attack0.1444726
Insult0.36798462
Profanity0.04742365
Threat0.05236103
Severe Toxicity0.014382465
Moderate 0.37751234 Moderate Con 0.386 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Thank you for covering this, ignorance isn’t working anymore. It has to stop.
Thank you for covering this, ignorance isn’t working anymore. It has to stop.
Identity Attack0.0047727237
Insult0.36798462
Profanity0.02167175
Threat0.0065050707
Severe Toxicity0.0029563904
Moderate 0.3389984 Moderate Con 0.423
Jan 27, 2026 Inside Canada's Indian Invasion...
Thank you for covering Canada, the Canadian governement is a real mess. Incapable of doing much else then spending money.
Thank you for covering Canada, the Canadian governement is a real mess. Incapable of doing much else then spending money.
Identity Attack0.17614605
Insult0.3493834
Profanity0.02836696
Threat0.006738094
Severe Toxicity0.006980896
Moderate 0.33255672 Moderate Con 0.36 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
THANK YOU FOR COVERING THIS! I lived in Brampton my whole life. Its too much, faaaarrrr too much. Horrible civic sense, no accountability, a complete lack of manners....its a shame. Our city has been absolutely …
THANK YOU FOR COVERING THIS! I lived in Brampton my whole life. Its too much, faaaarrrr too much. Horrible civic sense, no accountability, a complete lack of manners....its a shame. Our city has been absolutely wrecked
Identity Attack0.031980325
Insult0.26957804
Profanity0.04792466
Threat0.0072753434
Severe Toxicity0.006980896
Moderate 0.32397532 Constructive 0.557 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
My boy finally came to Canada near my city and I missed him 😭😭😭😭 thanks for covering this issue though ❤️❤️ appreciate it as a second-gen sri lankan who is also experiencing the indian hate …
My boy finally came to Canada near my city and I missed him 😭😭😭😭 thanks for covering this issue though ❤️❤️ appreciate it as a second-gen sri lankan who is also experiencing the indian hate (because we all look the same to white people 🙃🙃)
Identity Attack0.38208112
Insult0.0838533
Profanity0.06295506
Threat0.009178371
Severe Toxicity0.011138916
Moderate 0.31825066 Constructive 0.66 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
THANK YOU FOR COMING TO PIR GREAT WHITE NORTH AND COVERING THIS. all of our mainstream media is govn funded (tax payer funded) and they spread nothing but propaganda and lies. I truly truly hope …
THANK YOU FOR COMING TO PIR GREAT WHITE NORTH AND COVERING THIS. all of our mainstream media is govn funded (tax payer funded) and they spread nothing but propaganda and lies. I truly truly hope you investigate more in Canada !
Identity Attack0.27914262
Insult0.1798321
Profanity0.019007329
Threat0.007249452
Severe Toxicity0.008392334
Moderate 0.3057765 Constructive 0.595 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
As a Canadian thank you for covering this Tyler. It’s absurd and has ruined our country but especially the GTA and Brampton. I wish I knew you came man 😂❤
As a Canadian thank you for covering this Tyler. It’s absurd and has ruined our country but especially the GTA and Brampton. I wish I knew you came man 😂❤
Identity Attack0.019776696
Insult0.2659317
Profanity0.027820412
Threat0.009048914
Severe Toxicity0.004825592
Low Tox 0.2854699 Constructive 0.593 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Thanks for covering this! The last 5 years have been crazy as a Canadian born you wouldn’t recognize this place anywhere across Canada
Thanks for covering this! The last 5 years have been crazy as a Canadian born you wouldn’t recognize this place anywhere across Canada
Identity Attack0.18705739
Insult0.24287975
Profanity0.029596692
Threat0.006738094
Severe Toxicity0.0050354004
Low Tox 0.27975297 Constructive 0.516 Personal_Narrative
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
As a Canadian, thank you for covering this. It's genuinely killing our country.
As a Canadian, thank you for covering this. It's genuinely killing our country.
Identity Attack0.057492398
Insult0.06669625
Profanity0.023994578
Threat0.13815513
Severe Toxicity0.008010864
Low Tox 0.27412915 Constructive 0.567 Identity_Assertion
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Thank you for covering this as a TRUE CANADIAN. THIS IS INFURIATING!!!
Thank you for covering this as a TRUE CANADIAN. THIS IS INFURIATING!!!
Identity Attack0.08666438
Insult0.09855611
Profanity0.019280603
Threat0.0074436385
Severe Toxicity0.0047683716
Low Tox 0.21241048 Moderate Con 0.447
Jan 27, 2026 Inside Canada's Indian Invasion...
thank you tyler for covering this topic i live in canada ottawa. living here is a nightmare now thinking about moving to a more nationalist country
thank you tyler for covering this topic i live in canada ottawa. living here is a nightmare now thinking about moving to a more nationalist country
Identity Attack0.10221587
Insult0.0638991
Profanity0.018187506
Threat0.00789674
Severe Toxicity0.0035858154
Low Tox 0.16851899 Constructive 0.542 Personal_Narrative
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
From California! I’ve heard about this “ Indian invasion” ( that was the internets wording not mine) and I’ve been so intrigued to learn more! Thank you for covering this!,
From California! I’ve heard about this “ Indian invasion” ( that was the internets wording not mine) and I’ve been so intrigued to learn more! Thank you for covering this!,
Identity Attack0.14875233
Insult0.033790905
Profanity0.03915693
Threat0.012440704
Severe Toxicity0.0065612793
Low Tox 0.1537979 Constructive 0.627 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Thank you for this! You should cover Canadian Oligarchs sometime
Thank you for this! You should cover Canadian Oligarchs sometime
Identity Attack0.058856625
Insult0.06354945
Profanity0.015249812
Threat0.008298059
Severe Toxicity0.0025177002
Low Tox 0.14082454 Low Con 0.275 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Thank you for covering this! We are being invaded and the Liberal Government has been allowing it!
Thank you for covering this! We are being invaded and the Liberal Government has been allowing it!
Identity Attack0.048995655
Insult0.037395194
Profanity0.017845914
Threat0.010110466
Severe Toxicity0.0037193298
Low Tox 0.13388206 Moderate Con 0.469 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Tyler, thank you for doing more to expose the horrendous immigration and related fraud activities throughout the country more than any of the major news networks. Truly, the American and Canadian media complex is probably …
Tyler, thank you for doing more to expose the horrendous immigration and related fraud activities throughout the country more than any of the major news networks. Truly, the American and Canadian media complex is probably more involved in covering up these activities than anything.
Identity Attack0.043839492
Insult0.0638991
Profanity0.011458136
Threat0.006647474
Severe Toxicity0.0022125244
Low Tox 0.12086493 Moderate Con 0.477
Jan 27, 2026 Inside Canada's Indian Invasion...
Thank u so much for covering this so many Canadians just cope with the fact that our country is become india 2.0🇮🇳
Thank u so much for covering this so many Canadians just cope with the fact that our country is become india 2.0🇮🇳
Identity Attack0.07094744
Insult0.033680726
Profanity0.014190876
Threat0.006912862
Severe Toxicity0.0030517578
Low Tox 0.10783285 Moderate Con 0.491 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
thank you for covering this epidemic
thank you for covering this epidemic
Identity Attack0.0073995716
Insult0.024124376
Profanity0.021466793
Threat0.0077154995
Severe Toxicity0.0023460388
Low Tox 0.07608539 Moderate Con 0.449 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...

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.