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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 307 of 1230
8:42 same thing as in Minnesota with the scamali They scam here to pay their political-terrorist agenda “back home” 🚩
8:42 same thing as in Minnesota with the scamali They scam here to pay their political-terrorist agenda “back home” 🚩
Identity Attack0.19298288
Insult0.40698266
Profanity0.079025
Threat0.017156094
Severe Toxicity0.015673593
Moderate 0.39915034 Low Con 0.185 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
And in Nigeria we don't do iq test the numbers of Nigeria are fake
And in Nigeria we don't do iq test the numbers of Nigeria are fake
Identity Attack0.44690517
Insult0.3388922
Profanity0.16031636
Threat0.010032792
Severe Toxicity0.023076924
Moderate 0.39915034 Low Con 0.252 Personal_Narrative
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...
Deport them all , they have entered the country with false pretences and information . You can find a lot of them in Calgary , deport them all
Deport them all , they have entered the country with false pretences and information . You can find a lot of them in Calgary , deport them all
Identity Attack0.2846865
Insult0.26957804
Profanity0.044417568
Threat0.34552678
Severe Toxicity0.020386212
Moderate 0.39915034 Moderate Con 0.354 Call_To_Action
Oct 2, 2025 1 likes IRCC Names India in Study …
Now if only we could send the rest of them french immigrants home😂😂😂
Now if only we could send the rest of them french immigrants home😂😂😂
Identity Attack0.46028158
Insult0.17361937
Profanity0.094219476
Threat0.04098356
Severe Toxicity0.023076924
Moderate 0.39915034 Low Con 0.21 Identity_Assertion
Nov 21, 2025 Quebec Ends Economic Immigration Program …
I went to Niagara Falls 3 years ago. It was like a 1 white to 10 indians ratio. It’s insane, also it smelled really bad everywhere
I went to Niagara Falls 3 years ago. It was like a 1 white to 10 indians ratio. It’s insane, also it smelled really bad everywhere
Identity Attack0.44690517
Insult0.28586254
Profanity0.26621178
Threat0.018882722
Severe Toxicity0.023076924
Moderate 0.39915034 Moderate Con 0.421 Personal_Narrative
Jan 29, 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 …
Well the Europeans stole the land from the natives, now the Indians stealing the land from the settlers, how ironic 😂.
Well the Europeans stole the land from the natives, now the Indians stealing the land from the settlers, how ironic 😂.
Identity Attack0.46028158
Insult0.24928534
Profanity0.08322773
Threat0.013476364
Severe Toxicity0.023076924
Moderate 0.39915034 Low Con 0.182 Humor_Satire
Oct 12, 2025 10 likes Inside Canada's Indian Metropolis (Brampton)
Do u expose grôomers? When yes r u pedophobe?
Do u expose grôomers? When yes r u pedophobe?
Identity Attack0.10221587
Insult0.39743927
Profanity0.2347036
Threat0.039602257
Severe Toxicity0.02373986
Moderate 0.39915034 Low Con 0.266 Question
Feb 15, 2026 Inside Canada's Indian Invasion...
Which one do You love to hate❤🤬 💩on a bus? Or 💩on a plate? 🚌🍽
Which one do You love to hate❤🤬 💩on a bus? Or 💩on a plate? 🚌🍽
Identity Attack0.038425524
Insult0.24171697
Profanity0.29053202
Threat0.022853967
Severe Toxicity0.023076924
Moderate 0.39915034 Low Con 0.275
Jan 27, 2026 Inside Canada's Indian Invasion...
This is not Indian Invasion its Hindu-Sikh Invasion
This is not Indian Invasion its Hindu-Sikh Invasion
Identity Attack0.46614665
Insult0.24928534
Profanity0.17987521
Threat0.122295745
Severe Toxicity0.16960317
Moderate 0.39915034 Low Con 0.173 Identity_Assertion
Mar 1, 2026 Inside Canada's Indian Invasion...
"this is basically our God" random hindu talking about hanuman even as a white dude I know hanuman is not even close to the hindu God, not even part of the trinity, basically a heroic …
"this is basically our God" random hindu talking about hanuman even as a white dude I know hanuman is not even close to the hindu God, not even part of the trinity, basically a heroic servant lol
Identity Attack0.46028158
Insult0.25007802
Profanity0.20808282
Threat0.025443908
Severe Toxicity0.023076924
Moderate 0.39915034 Moderate Con 0.323
Jan 27, 2026 Inside Canada's Indian Invasion...
Guy says every one should live happily 😂😂 When same ppl don’t like Bangolis, Kashmiri or Afghan immigrants in India. And we know India is known for its racism. 😂 These Panjeets stand with far …
Guy says every one should live happily 😂😂 When same ppl don’t like Bangolis, Kashmiri or Afghan immigrants in India. And we know India is known for its racism. 😂 These Panjeets stand with far right fascists against Muslim immigrants but ironically they are the majority immigrants in Middle eastern countries.
Identity Attack0.46028158
Insult0.34101152
Profanity0.12220735
Threat0.013579931
Severe Toxicity0.023076924
Moderate 0.39915034 Moderate Con 0.433
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
brown is bad
brown is bad
Identity Attack0.39334553
Insult0.32682732
Profanity0.18356428
Threat0.011094344
Severe Toxicity0.017997624
Moderate 0.39915034 Moderate Con 0.336 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Man talking about Shariah Law should be deported
Man talking about Shariah Law should be deported
Identity Attack0.42615733
Insult0.16124763
Profanity0.13785136
Threat0.24484909
Severe Toxicity0.023076924
Moderate 0.39842087 Low Con 0.117 Call_To_Action
Sep 9, 2025 Why Canadians Are Turning Against …
If you whites think there are entitled for piece of land just because they massacred, oppressed local population which is what you have done, then we Indians very well have that right limited to mass …
If you whites think there are entitled for piece of land just because they massacred, oppressed local population which is what you have done, then we Indians very well have that right limited to mass migration. Big eats small.
Identity Attack0.46028158
Insult0.24928534
Profanity0.15371579
Threat0.0824309
Severe Toxicity0.023076924
Moderate 0.39842087 Moderate Con 0.386
Jan 27, 2026 Inside Canada's Indian Invasion...
@5:06 he’s totally racist 😢 Appreciate you visiting Canada tho bud ❤🎉 The cash came not worth the time 😅
@5:06 he’s totally racist 😢 Appreciate you visiting Canada tho bud ❤🎉 The cash came not worth the time 😅
Identity Attack0.2774022
Insult0.40189892
Profanity0.04892669
Threat0.0076766624
Severe Toxicity0.013543231
Moderate 0.39842087 Moderate Con 0.488 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Geez, Trudeau and his Somali minister of immigration raised immigration quotas another 100,000 in part to accommodate the 4 million Muslims that India decided to kick out revoking their citizenship overnight. Now I notice about …
Geez, Trudeau and his Somali minister of immigration raised immigration quotas another 100,000 in part to accommodate the 4 million Muslims that India decided to kick out revoking their citizenship overnight. Now I notice about half of recent arrivals from India are Muslim. All third world countries are cleaning up their backyards and dumping their undesirables and minorities in yours. Happy globalism!
Identity Attack0.46028158
Insult0.3393024
Profanity0.027273865
Threat0.03304107
Severe Toxicity0.021290002
Moderate 0.39842087 Moderate Con 0.484
May 19, 2019 How much do refugees and …
Move out !! Your ancestors invaded and tricked those who were nice to you 😅😅😅 Heres an idea: Try another one of your annexation situations.
Move out !! Your ancestors invaded and tricked those who were nice to you 😅😅😅 Heres an idea: Try another one of your annexation situations.
Identity Attack0.11512129
Insult0.31740165
Profanity0.114160895
Threat0.04880493
Severe Toxicity0.023076924
Moderate 0.39842087 Low Con 0.196
Aug 29, 2025 Why Canadians Are Turning Against …
IF I heard this I would start complaining , how do you let your Country go to shhhhhh!! Seriously besides the drugs coming in, wow.
IF I heard this I would start complaining , how do you let your Country go to shhhhhh!! Seriously besides the drugs coming in, wow.
Identity Attack0.21668483
Insult0.2817503
Profanity0.33141375
Threat0.012233571
Severe Toxicity0.023076924
Moderate 0.39842087 Moderate Con 0.391
Oct 29, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm half Indian but still will say.. it's better than Muslim community in uk
I'm half Indian but still will say.. it's better than Muslim community in uk
Identity Attack0.50515765
Insult0.16824563
Profanity0.13873272
Threat0.013702838
Severe Toxicity0.023076924
Moderate 0.39842087 Constructive 0.56 Identity Attack
Dec 14, 2025 Inside Canada's Indian Metropolis (Brampton)
I live 1 minute away from those shiva statue on gore rd. Everytime I drive by I get disgusted. If that was a statue of Jesus, everyone would force us to take it down, but …
I live 1 minute away from those shiva statue on gore rd. Everytime I drive by I get disgusted. If that was a statue of Jesus, everyone would force us to take it down, but because it’s a pagan fake god, no one cares.
Identity Attack0.39334553
Insult0.344702
Profanity0.19278693
Threat0.010964886
Severe Toxicity0.020386212
Moderate 0.39842087 Moderate Con 0.483 Identity_Assertion
Feb 9, 2026 2 likes Inside Canada's Indian Invasion...
When I went to Niagara college it was 90% Indian exchange students. I saw punjabis pimping out girls in the school bar and constantly selling hard drugs in the open. I saw Indians drag women …
When I went to Niagara college it was 90% Indian exchange students. I saw punjabis pimping out girls in the school bar and constantly selling hard drugs in the open. I saw Indians drag women bye their hair through the hallways and force themselves onto them in private study rooms, while their friends guarded the exit to the room. Multiple times i had to stand up for women and almost get physical with them. One pulled a knife out on my in the hallway when I told him to get off a girl that obviously didn't want it. Me and my friend rented a house beside the college and we would have occasional partys. They would show up the party and push hard drugs onto my friends. One was flashing around a hand gun and acting like a wanna be gangster. They would steal things and leave their trash everywhere. I finally had enough and said no more Indians at my house.
Identity Attack0.46028158
Insult0.33998606
Profanity0.2661772
Threat0.2836219
Severe Toxicity0.035007052
Moderate 0.39842087 Constructive 0.648
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
all lies. america and canda love us indians. we run your country. we save you from bad immigrants. you'll know when we not here.
all lies. america and canda love us indians. we run your country. we save you from bad immigrants. you'll know when we not here.
Identity Attack0.41222036
Insult0.33964422
Profanity0.05393682
Threat0.011223801
Severe Toxicity0.015544481
Moderate 0.39842087 Moderate Con 0.301 Identity_Assertion
Mar 3, 2026 Inside Canada's Indian Invasion...
I don’t even recognize my native town. So many immigrants around overwhelmingly high jacking our parks , affordable rents .. it’s crazy!
I don’t even recognize my native town. So many immigrants around overwhelmingly high jacking our parks , affordable rents .. it’s crazy!
Identity Attack0.35299334
Insult0.40189892
Profanity0.078378424
Threat0.008013252
Severe Toxicity0.0119018555
Moderate 0.39842087 Constructive 0.521 Fear_Threat
Nov 22, 2025 19 likes Quebec Ends Economic Immigration Program …

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.