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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

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30,738 comments · Page 432 of 1230
rip western countries man we gotta do something
rip western countries man we gotta do something
Identity Attack0.28034934
Insult0.06617179
Profanity0.14313951
Threat0.34804323
Severe Toxicity0.023076924
Moderate 0.3260917 Low Con 0.284 Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Experiencing a loss of respect after discovering his racist approach.
Experiencing a loss of respect after discovering his racist approach.
Identity Attack0.21470967
Insult0.24928534
Profanity0.029888187
Threat0.008220384
Severe Toxicity0.0075531006
Moderate 0.3260917 Moderate Con 0.304 Moral_Argument
Feb 6, 2026 Inside Canada's Indian Invasion...
These are basically North Indians. North India is a SH.
These are basically North Indians. North India is a SH.
Identity Attack0.36702603
Insult0.24287975
Profanity0.2317999
Threat0.011275585
Severe Toxicity0.023076924
Moderate 0.3260917 Low Con 0.278 Identity_Assertion
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
You don't worry if Indian food tastes bad, you worry if the food is bad. As in food poisoning. Mainly because Indian personal hygiene is non existent.
You don't worry if Indian food tastes bad, you worry if the food is bad. As in food poisoning. Mainly because Indian personal hygiene is non existent.
Identity Attack0.37361985
Insult0.15698463
Profanity0.06495911
Threat0.008686432
Severe Toxicity0.013285006
Moderate 0.3260917 Moderate Con 0.424 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is a cold and depressing country
Canada is a cold and depressing country
Identity Attack0.36702603
Insult0.24287975
Profanity0.058946952
Threat0.008013252
Severe Toxicity0.01412424
Moderate 0.3260917 Moderate Con 0.305 Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
GOVERNMENT AND IRCC SHOULD START NOW HUNTING THESE ILLEGAL STUDENTS AND DEPORT THEM!
GOVERNMENT AND IRCC SHOULD START NOW HUNTING THESE ILLEGAL STUDENTS AND DEPORT THEM!
Identity Attack0.2816105
Insult0.13064787
Profanity0.02249157
Threat0.1401159
Severe Toxicity0.014253352
Moderate 0.3260917 Low Con 0.18 Call_To_Action
Oct 4, 2025 IRCC Names India in Study …
They are slowly taking over all white countries and being paid to do it is my belief
They are slowly taking over all white countries and being paid to do it is my belief
Identity Attack0.37655997
Insult0.081508696
Profanity0.077731855
Threat0.03235042
Severe Toxicity0.01412424
Moderate 0.3260917 Low Con 0.189 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Good one Tyler hater. Keep hating for views.
Good one Tyler hater. Keep hating for views.
Identity Attack0.038425524
Insult0.24767025
Profanity0.027547138
Threat0.011249693
Severe Toxicity0.0074386597
Moderate 0.3260917 Low Con 0.257 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
If based Europeans wanted to become US Citizens, I feel like we would have a more homogeneous country! Europeans, you're in danger! Apply to be a US Citizen!!
If based Europeans wanted to become US Citizens, I feel like we would have a more homogeneous country! Europeans, you're in danger! Apply to be a US Citizen!!
Identity Attack0.36702603
Insult0.1378885
Profanity0.05543986
Threat0.027688526
Severe Toxicity0.013866014
Moderate 0.3260917 Moderate Con 0.391 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
The local drunk is the most sober he's ever been everyone quick celebrate.
The local drunk is the most sober he's ever been everyone quick celebrate.
Identity Attack0.020781586
Insult0.34782293
Profanity0.040158957
Threat0.008090926
Severe Toxicity0.005645752
Moderate 0.3260917 Moderate Con 0.369
Jan 8, 2026 Deportations From Canada at Their …
Liberal mouthpiece doesn’t understand supply and demand? It’s like Michelle is communicating with a child
Liberal mouthpiece doesn’t understand supply and demand? It’s like Michelle is communicating with a child
Identity Attack0.042550452
Insult0.28586254
Profanity0.04867618
Threat0.0071717775
Severe Toxicity0.0061416626
Moderate 0.3260917 Low Con 0.17 Meta_Commentary
Feb 24, 2026 'We do know that there's …
It is interesting whites in canada are not called europeans although they are not native to canada like original natives. Take the truth pill and stop lying that immigrants do not pay taxes.
It is interesting whites in canada are not called europeans although they are not native to canada like original natives. Take the truth pill and stop lying that immigrants do not pay taxes.
Identity Attack0.37292135
Insult0.16861114
Profanity0.023516348
Threat0.0067316215
Severe Toxicity0.0075531006
Moderate 0.3260917 Low Con 0.281 Identity_Assertion
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
I like how they let you in more easier than the Jewish one episode
I like how they let you in more easier than the Jewish one episode
Identity Attack0.3817989
Insult0.08484049
Profanity0.1352073
Threat0.026997874
Severe Toxicity0.018578632
Moderate 0.3260917 Low Con 0.3 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
99.99% of alleged asylum seekers from India are Punjabi Sikhs, most of whom end up in low wage jobs owing to a lack of education and an inability to read, write, or communicate in English. …
99.99% of alleged asylum seekers from India are Punjabi Sikhs, most of whom end up in low wage jobs owing to a lack of education and an inability to read, write, or communicate in English. And almost 99.99% of them are lying on their asylum applications. Please Google "Punjabi gangs in Canada", see for yourself.
Identity Attack0.37292135
Insult0.24928534
Profanity0.020920247
Threat0.007909686
Severe Toxicity0.010375977
Moderate 0.3260917 Moderate Con 0.425
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
The immigration minister lies , today he would not answer any questions on ILLEGAL IMMIGRANTS and kept yodeling on how the system was better for immigration now than under the Conservatives. Why are we having …
The immigration minister lies , today he would not answer any questions on ILLEGAL IMMIGRANTS and kept yodeling on how the system was better for immigration now than under the Conservatives. Why are we having the RCMP play baggage boys and why are we paying for Illegals in Canada when Junior knows this is happening...the Liberals need to be eradicated in 2019.
Identity Attack0.23770751
Insult0.24767025
Profanity0.024131214
Threat0.16699752
Severe Toxicity0.014769804
Moderate 0.3260917 Moderate Con 0.427
Jun 5, 2018 1 likes How much do refugees and …
They are trying to take over we need them taken out ALL OF THEM
They are trying to take over we need them taken out ALL OF THEM
Identity Attack0.058401883
Insult0.0820023
Profanity0.08096472
Threat0.37858796
Severe Toxicity0.020257099
Moderate 0.3260917 Low Con 0.188 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Scarborough is a crime ridden cesspool! I gave up a 35 yr career just so I didn't have to deal with the environment. I will never in my lifetime will I go back. I avoid …
Scarborough is a crime ridden cesspool! I gave up a 35 yr career just so I didn't have to deal with the environment. I will never in my lifetime will I go back. I avoid the gta as a whole when I can. It's a shame that our home has gone straight down the drain.
Identity Attack0.024600167
Insult0.33964422
Profanity0.07255927
Threat0.009955117
Severe Toxicity0.008964539
Moderate 0.3260917 Constructive 0.589 Personal_Narrative
Sep 9, 2025 Why Canadians Are Turning Against …
Just think about it. They have like 1.5 billion people. How glad we are not be born there. Not being a Indian might be a flex at this point
Just think about it. They have like 1.5 billion people. How glad we are not be born there. Not being a Indian might be a flex at this point
Identity Attack0.3895355
Insult0.08558089
Profanity0.07740857
Threat0.021127338
Severe Toxicity0.018191293
Moderate 0.3260917 Moderate Con 0.388
Jan 27, 2026 96 likes Inside Canada's Indian Invasion...
ask them and they say they are sikh not indian but if something bad happen they become suddenly indian
ask them and they say they are sikh not indian but if something bad happen they become suddenly indian
Identity Attack0.38238457
Insult0.13607834
Profanity0.11601777
Threat0.047835086
Severe Toxicity0.01986976
Moderate 0.32557452 Low Con 0.265 Identity_Assertion
Nov 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Below down syndrome?😂
Below down syndrome?😂
Identity Attack0.27759558
Insult0.26957804
Profanity0.12220735
Threat0.007573096
Severe Toxicity0.021290002
Moderate 0.32557452 Moderate Con 0.308 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
dude canada is country of canadians and why are they not deporting indians! as an indian I can say set a limit or atleast take some tests like driving, spoken english and civic sense etc …
dude canada is country of canadians and why are they not deporting indians! as an indian I can say set a limit or atleast take some tests like driving, spoken english and civic sense etc before letting them settle. It is your country do something otherwise this is bad!
Identity Attack0.3758158
Insult0.15982662
Profanity0.02932342
Threat0.0138755
Severe Toxicity0.01159668
Moderate 0.32557452 Moderate Con 0.495 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
No it doesn't divide the country. Everyone agrees Canada wants far fewer indians
No it doesn't divide the country. Everyone agrees Canada wants far fewer indians
Identity Attack0.41222036
Insult0.097093195
Profanity0.04592061
Threat0.013579931
Severe Toxicity0.013414118
Moderate 0.32557452 Moderate Con 0.36 Unverified_Claim
Feb 12, 2026 Canada's tighter immigration policy divides …
I keep saying, there are certain sectors that should be closed to Canadians. I'm talking about white Canadians and possible black Novia Scotians whose family been in Canada since the 1800s. Canada is being destroyed …
I keep saying, there are certain sectors that should be closed to Canadians. I'm talking about white Canadians and possible black Novia Scotians whose family been in Canada since the 1800s. Canada is being destroyed because the culture of immigrants arent being considered. No diversity is not strength, its the coming together, the togetherness thats strength. Stop allow racist to say you are racist to stand up for your country. Canadians have grown weak for sure under liberal governance. This is your home. If Canada doesnt work out, immigrants can always go back to their homeland.
Identity Attack0.36702603
Insult0.24630153
Profanity0.027410502
Threat0.011327368
Severe Toxicity0.010223389
Moderate 0.32557452 Constructive 0.656
Oct 1, 2025 IRCC Names India in Study …
Buy e Canadian buy anything but American 🇨🇦🫡🪖
Buy e Canadian buy anything but American 🇨🇦🫡🪖
Identity Attack0.36702603
Insult0.16195811
Profanity0.05393682
Threat0.012699619
Severe Toxicity0.017222947
Moderate 0.32557452 Low Con 0.285 Call_To_Action
Jan 4, 2026 1 likes New rules, regulations take effect …
If it goes like this then evry Indian have a right to track and hunt every british which flourished on loot money from India . . . and made the europe and america the what …
If it goes like this then evry Indian have a right to track and hunt every british which flourished on loot money from India . . . and made the europe and america the what it is .
Identity Attack0.36942887
Insult0.16861114
Profanity0.08096472
Threat0.10696311
Severe Toxicity0.01683561
Moderate 0.32557452 Low Con 0.27
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)

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.