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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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Active: "Thank you for doing this …" 962 comments · Page 7 of 39
Once again Tyler thanks for inciting racism, we really needed it right now
Once again Tyler thanks for inciting racism, we really needed it right now
Identity Attack0.3758158
Insult0.22770336
Profanity0.08840031
Threat0.09316374
Severe Toxicity0.023076924
Moderate 0.41168427 Moderate Con 0.303 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
This Country is on the brink of collapse thanks to unaccountable corrupt politicians, strap in folks.
This Country is on the brink of collapse thanks to unaccountable corrupt politicians, strap in folks.
Identity Attack0.046159767
Insult0.46327567
Profanity0.04667213
Threat0.03235042
Severe Toxicity0.009841919
Moderate 0.40336934 Low Con 0.176 Fear_Threat
Jan 21, 2026 Canada’s new rules in 2026
i dont want to live in india thanks truedo what happen to moltyculturel
i dont want to live in india thanks truedo what happen to moltyculturel
Identity Attack0.48915586
Insult0.15911613
Profanity0.11292298
Threat0.058826666
Severe Toxicity0.02383376
Moderate 0.40336934 Moderate Con 0.323
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
thanks to them , do it as best as possible to destroy this country
thanks to them , do it as best as possible to destroy this country
Identity Attack0.15517195
Insult0.09855611
Profanity0.10425757
Threat0.4326697
Severe Toxicity0.023076924
Moderate 0.4014846 Moderate Con 0.314 Fear_Threat
Oct 12, 2025 IRCC Names India in Study …
like as the guy on the bike said "Indian's eat poo" he could have just said "as some people in India eat poo" cause i think its wrong to just stereotype all Indian's in one …
like as the guy on the bike said "Indian's eat poo" he could have just said "as some people in India eat poo" cause i think its wrong to just stereotype all Indian's in one cause i agree some people in India are not educated enough to not fall for the so called "healthy tips" given by some brain washers in India on the basis of religion and as people say they are always on their phones and talking loudly and other things i will just say one thing see Canada born Indian's they are same as normal Canadian kids its just that their parents migrated from India to Canada and they lived half of their life in India soo in India it is common to do things like this they just need some time to adjust and even after 10 20 years they still act like this then please just see their kids they are well behaved and know how to behave in this country and i am not talking about eating poo cause that's just straight up bs yes i agree some do eat but not on regular basis and those who eat are not even 0.1% of Indians they are just less educated people those don't believe on modern meds and just get brainwashed by so called religious guru's who says drink cow piss and eat cow dung that is just bs and non educated Indian's don't get it, that's my time you are free to argue on some points in the reply's. Thank you
Identity Attack0.43896464
Insult0.39297962
Profanity0.240511
Threat0.011327368
Severe Toxicity0.023076924
Moderate 0.4014846 Constructive 0.758
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
“Just shut up and comply” is basically what this guy said. Thanks for the info pal. I’ll be traveling elsewhere
“Just shut up and comply” is basically what this guy said. Thanks for the info pal. I’ll be traveling elsewhere
Identity Attack0.00028187572
Insult0.24417014
Profanity0.00078781875
Threat0.0010579645
Severe Toxicity0.000008681435
Moderate 0.40100843 Policy_Critique
Dec 11, 2025
Buddy, thank you for making this. Theyre so awful. Everyone wants them out
Buddy, thank you for making this. Theyre so awful. Everyone wants them out
Identity Attack0.052490227
Insult0.36798462
Profanity0.20262444
Threat0.032695748
Severe Toxicity0.017158391
Moderate 0.40060925 Moderate Con 0.432 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
send them all back...Canada is already a ruined country...thank you liberals
send them all back...Canada is already a ruined country...thank you liberals
Identity Attack0.3758158
Insult0.36798462
Profanity0.031641733
Threat0.03856628
Severe Toxicity0.015092585
Moderate 0.40060925 Low Con 0.238 Call_To_Action
Jan 15, 2026 2.9 million Canadian temporary visas …
🛑🛑Your Sidhu smuggler wasn’t a PUNJABI he was a Hindu from haryana speaking Hindi and haryanvi, they do that to spoil the name of punjabis & they do a lot of illegal activities in Canada, …
🛑🛑Your Sidhu smuggler wasn’t a PUNJABI he was a Hindu from haryana speaking Hindi and haryanvi, they do that to spoil the name of punjabis & they do a lot of illegal activities in Canada, including extortions !!!! Please make sure you don’t give out wrong information, and spread misinformation towards Punjabis 😊 thank you love your channel ☮️☮️☮️☮️
Identity Attack0.3819294
Insult0.35016364
Profanity0.09260304
Threat0.0347677
Severe Toxicity0.024631912
Moderate 0.39987978 Constructive 0.701
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
If they want to own a coffee shop, they should stay in their own country and run their Indian shop. I don’t want my country turned into another Indian country. No thank you.
If they want to own a coffee shop, they should stay in their own country and run their Indian shop. I don’t want my country turned into another Indian country. No thank you.
Identity Attack0.47178617
Insult0.21368977
Profanity0.062454045
Threat0.012596053
Severe Toxicity0.023076924
Moderate 0.39915034 Moderate Con 0.397 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Canada/Population 2022 - 38.9 million, 2025 - 41.6 million Canada/GDP 2022 - $2.33 trillion, 2025 - $2.23 trillion OMG GDP shrunk, collapsed despite bigger population no thanks to invasive indians, india 2.0, Canada RIP 🤣
Canada/Population 2022 - 38.9 million, 2025 - 41.6 million Canada/GDP 2022 - $2.33 trillion, 2025 - $2.23 trillion OMG GDP shrunk, collapsed despite bigger population no thanks to invasive indians, india 2.0, Canada RIP 🤣
Identity Attack0.46050715
Insult0.26957804
Profanity0.054938845
Threat0.010550622
Severe Toxicity0.023076924
Moderate 0.39915034 Low Con 0.158 Unverified_Claim
Aug 30, 2025 Why Canadians Are Turning Against …
CANADA IS RUINED 👳🏾‍♂️👳🏾‍♂️🤡👳🏾‍♂️🤡👳🏾‍♂️🤡👳🏾‍♂️🤡👳🏾‍♂️🤡🤡 THANK YOU LIBERALS 🤡🤡🤡🤡👳🏾‍♂️🤡👳🏾‍♂️🤡👳🏾‍♂️👳🏾‍♂️👳🏾‍♂️👳🏾‍♂️👳🏾‍♂️
CANADA IS RUINED 👳🏾‍♂️👳🏾‍♂️🤡👳🏾‍♂️🤡👳🏾‍♂️🤡👳🏾‍♂️🤡👳🏾‍♂️🤡🤡 THANK YOU LIBERALS 🤡🤡🤡🤡👳🏾‍♂️🤡👳🏾‍♂️🤡👳🏾‍♂️👳🏾‍♂️👳🏾‍♂️👳🏾‍♂️👳🏾‍♂️
Identity Attack0.28034934
Insult0.30797598
Profanity0.06044999
Threat0.023544617
Severe Toxicity0.020644438
Moderate 0.39842087 Low Con 0.193 Fear_Threat
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
STOP VOTING LIBERAL! THEY ARE DELIBERATELY DESTROYING ALL OF US, IMMIGRANTS INCLUDED! This video is spot on, thank you for your efforts! This liberal government needs to be held accountable to the highest extent. The …
STOP VOTING LIBERAL! THEY ARE DELIBERATELY DESTROYING ALL OF US, IMMIGRANTS INCLUDED! This video is spot on, thank you for your efforts! This liberal government needs to be held accountable to the highest extent. The punishment should be life, they have ruined so many lives that theirs should be ruined also!
Identity Attack0.29035977
Insult0.2679134
Profanity0.035900343
Threat0.2836219
Severe Toxicity0.020257099
Moderate 0.3974717 Constructive 0.555 Call_To_Action
Aug 27, 2025 Why Canadians Are Turning Against …
As an immigrant in Canada 🇨🇦, this country has been good to me, my kids were born on this land. Had I been raised in my birth country. I could not have brought any kids …
As an immigrant in Canada 🇨🇦, this country has been good to me, my kids were born on this land. Had I been raised in my birth country. I could not have brought any kids in this life. THANK YOU Canada. Now, it is appalling to see a whole bunch of immigrants using Cdns soft side to play with the system. They are all refugees. C’mon just on my freaking street every other building is rented by 2-3 immigrants. Which means no flat is left for people whom lwere either burned in Canada or legally immigrated here This massive immigration must stop.
Identity Attack0.36702603
Insult0.36021477
Profanity0.39207047
Threat0.01254427
Severe Toxicity0.023176458
Moderate 0.3972142 Constructive 0.686 Personal_Narrative
Sep 10, 2025 Why Canadians Are Turning Against …
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...
O Canada has become such a farce , this is so unbelievable , thanks to the liberals !!!!
O Canada has become such a farce , this is so unbelievable , thanks to the liberals !!!!
Identity Attack0.2854555
Insult0.40243408
Profanity0.038154904
Threat0.007909686
Severe Toxicity0.011062622
Moderate 0.39644176 Low Con 0.289
Sep 28, 2025 IRCC Names India in Study …
Thank a Liberal for what we have become, Trudeau and now Carney.. Too many sheep.
Thank a Liberal for what we have become, Trudeau and now Carney.. Too many sheep.
Identity Attack0.048480038
Insult0.4339631
Profanity0.040158957
Threat0.007314181
Severe Toxicity0.0073242188
Moderate 0.39441586 Low Con 0.231 Policy_Critique
Aug 27, 2025 Why Canadians Are Turning Against …
We can only thank first and second Trudeau for the mes that we have now in Canada. As a white migrant they are blaming me for the racism and discrimination. I am sick and tiers …
We can only thank first and second Trudeau for the mes that we have now in Canada. As a white migrant they are blaming me for the racism and discrimination. I am sick and tiers of this newcomers and free loaders to Canada. Pack up and go where you come from if you don't like the way Canada is. We will be better off without you. Learn the language and respect Canada that gave you opportunity to live in peace.
Identity Attack0.41222036
Insult0.34548226
Profanity0.02392626
Threat0.010964886
Severe Toxicity0.016190045
Moderate 0.38601747 Constructive 0.522
Aug 25, 2025 Why Canadians Are Turning Against …
dude in front of the store smokin cigarette is thankful for their slave wages lol
dude in front of the store smokin cigarette is thankful for their slave wages lol
Identity Attack0.27662867
Insult0.24928534
Profanity0.18049006
Threat0.019918699
Severe Toxicity0.023076924
Moderate 0.38601747 Low Con 0.255 Economic_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
Thank you for not missing Canada's problem with Hindus
Thank you for not missing Canada's problem with Hindus
Identity Attack0.4774257
Insult0.24171697
Profanity0.037904397
Threat0.009437286
Severe Toxicity0.015867263
Moderate 0.38434127 Moderate Con 0.39 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
To put one thing to rest. This is about the Muslims. They simply move here to make there culture and religion the majority. It is the war without guns. They are the only culture that …
To put one thing to rest. This is about the Muslims. They simply move here to make there culture and religion the majority. It is the war without guns. They are the only culture that does this. All this other stuff is bad politics and policies. Thank Justin and Carney. Wake up and vote.
Identity Attack0.46028158
Insult0.24630153
Profanity0.03389629
Threat0.033386398
Severe Toxicity0.018707745
Moderate 0.3811502 Moderate Con 0.464 Identity_Assertion
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
Thank you for interviewing the older Indian immigrants. So many are pissed about the influx.
Thank you for interviewing the older Indian immigrants. So many are pissed about the influx.
Identity Attack0.39773783
Insult0.32682732
Profanity0.27139977
Threat0.00866054
Severe Toxicity0.01754573
Moderate 0.3811502 Constructive 0.643 Identity_Assertion
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
Thank god trumps closing our borders this is disgusting and scary seeing what’s happened to Australia and Canada. Europe also wake up FAST!!!
Thank god trumps closing our borders this is disgusting and scary seeing what’s happened to Australia and Canada. Europe also wake up FAST!!!
Identity Attack0.109318495
Insult0.40243408
Profanity0.050930742
Threat0.009126588
Severe Toxicity0.0104522705
Moderate 0.37955463 Moderate Con 0.421 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
thank you for this video its hell out here but its like were screaming into the void😩😔
thank you for this video its hell out here but its like were screaming into the void😩😔
Identity Attack0.025203101
Insult0.10440776
Profanity0.33453682
Threat0.018364733
Severe Toxicity0.023076924
Moderate 0.37795907 Constructive 0.524 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
As a born and raised Canadian I’m sick and tired of them! Get out of Canada! Stop trying to change Canadians culture! Also thank you for documenting this!
As a born and raised Canadian I’m sick and tired of them! Get out of Canada! Stop trying to change Canadians culture! Also thank you for documenting this!
Identity Attack0.37292135
Insult0.3393024
Profanity0.036401358
Threat0.011689849
Severe Toxicity0.016964722
Moderate 0.37751234 Constructive 0.529 Identity_Assertion
Jan 28, 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.