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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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Search comment text, filter by category or toxicity level
Active: "Deport. Deport. Deport" 1,024 comments · Page 36 of 41
If the many deportations is true, why do judges keep on protecting illegal aliens from being returned back to their country?? Is this more “bait and switch “? Also government pays for deportations?? I really …
If the many deportations is true, why do judges keep on protecting illegal aliens from being returned back to their country?? Is this more “bait and switch “? Also government pays for deportations?? I really hope the payment is a loan those people must pay back…
Identity Attack0.10221587
Insult0.033680726
Profanity0.012004685
Threat0.008466354
Severe Toxicity0.002937317
Low Tox 0.1373533 Moderate Con 0.345
Dec 24, 2025 1 likes Deportations From Canada at Their …
Well we're pretty big on deporting people right now so you might not want to sneak over just yet in fact maybe you should just look into coming over to the greatest country in the …
Well we're pretty big on deporting people right now so you might not want to sneak over just yet in fact maybe you should just look into coming over to the greatest country in the world the legal way I know it's an unpopular opinion or you can just stay in Canada
Identity Attack0.07591068
Insult0.032689095
Profanity0.015728042
Threat0.011379151
Severe Toxicity0.003414154
Low Tox 0.1373533 Constructive 0.611 Policy_Critique
Feb 6, 2026 Inside Canada's Indian Invasion...
Good, save Canada, deny deny deny deport deport deport, save Canada, make Canada Canadian again.
Good, save Canada, deny deny deny deport deport deport, save Canada, make Canada Canadian again.
Identity Attack0.06658725
Insult0.030816011
Profanity0.01261955
Threat0.0103175985
Severe Toxicity0.00459671
Low Tox 0.13388206 Low Con 0.196 Call_To_Action
Dec 24, 2025 3 likes Deportations From Canada at Their …
Yes So many Got in via Privet university or collages. all documents should be rechecked and deport them as fraud documents.
Yes So many Got in via Privet university or collages. all documents should be rechecked and deport them as fraud documents.
Identity Attack0.010951365
Insult0.062150877
Profanity0.014874061
Threat0.012440704
Severe Toxicity0.002298355
Low Tox 0.13041082 Moderate Con 0.414
Sep 28, 2025 5 likes IRCC Names India in Study …
why are tax payers paying for deportations lol
why are tax payers paying for deportations lol
Identity Attack0.04693319
Insult0.029163294
Profanity0.020646973
Threat0.008090926
Severe Toxicity0.003414154
Low Tox 0.13041082 Low Con 0.24 Question
Dec 25, 2025 Deportations From Canada at Their …
Still have time to deport them by using their sin numbers. Just like ice did. Just use their activities and use spy cops . I bet most of them will be gone. Also those lawyers, …
Still have time to deport them by using their sin numbers. Just like ice did. Just use their activities and use spy cops . I bet most of them will be gone. Also those lawyers, who kept posting in their Instagram 2x work permit etc.
Identity Attack0.014149316
Insult0.031917825
Profanity0.016479544
Threat0.053330876
Severe Toxicity0.003643036
Low Tox 0.12867521 Low Con 0.246 Call_To_Action
Jan 29, 2026 Inside Canada's Indian Invasion...
They don't share any data with CBSA otherwise so many non compliant students would be deported back. There are so many loop holes in the study permit of IRCC. So many fake colleges are still …
They don't share any data with CBSA otherwise so many non compliant students would be deported back. There are so many loop holes in the study permit of IRCC. So many fake colleges are still running.
Identity Attack0.012641981
Insult0.06826523
Profanity0.016035475
Threat0.007029374
Severe Toxicity0.0015449524
Low Tox 0.12867521 Moderate Con 0.435
Sep 27, 2025 58 likes IRCC Names India in Study …
How about immigrants pay a nominal fee to gain entry to Canada covering legal processing that proves they are not criminals and that they can support themselves while here. Failure to these comply with these …
How about immigrants pay a nominal fee to gain entry to Canada covering legal processing that proves they are not criminals and that they can support themselves while here. Failure to these comply with these terms or any bad behaviour should result in automatic deportation. Otherwise, who is to pay for all their needs. Canadian households can no longer bear the weight of this illogical 'aid' to foreigners.
Identity Attack0.10221587
Insult0.046178754
Profanity0.012038844
Threat0.007081157
Severe Toxicity0.0024795532
Low Tox 0.12867521 Moderate Con 0.434
Dec 12, 2025 Quebec Ends Economic Immigration Program …
We should deport 2 million people, not 20k. When imported 2.5 million people from 2025 to 2021.
We should deport 2 million people, not 20k. When imported 2.5 million people from 2025 to 2021.
Identity Attack0.060675595
Insult0.021997316
Profanity0.013302735
Threat0.022853967
Severe Toxicity0.004081726
Low Tox 0.1269396 Moderate Con 0.37
Dec 29, 2025 Deportations From Canada at Their …
I’m 🇺🇸FBA🇺🇸, can I be a Canadian 🇨🇦 immigrant and not get deported back to the United States ??????
I’m 🇺🇸FBA🇺🇸, can I be a Canadian 🇨🇦 immigrant and not get deported back to the United States ??????
Identity Attack0.10221587
Insult0.025155678
Profanity0.015932998
Threat0.008065036
Severe Toxicity0.0031852722
Low Tox 0.12520397 Moderate Con 0.403 Question
Dec 25, 2025 1 likes Deportations From Canada at Their …
There should be no appeals after a decision is made, no welfare, no healthcare. Then they should be held in detention for deportation.
There should be no appeals after a decision is made, no welfare, no healthcare. Then they should be held in detention for deportation.
Identity Attack0.030949092
Insult0.022384055
Profanity0.013336895
Threat0.056240413
Severe Toxicity0.003452301
Low Tox 0.123468354 Low Con 0.243
Nov 21, 2025 20 likes Thousands of refugees allowed into …
So what it's costing taxpayers...what do you think gov't support of border hopping migrants, immigrants, and south asian business owners abusing the temp foreign worker program and milking it is doing...it's costing taxpayers a lot …
So what it's costing taxpayers...what do you think gov't support of border hopping migrants, immigrants, and south asian business owners abusing the temp foreign worker program and milking it is doing...it's costing taxpayers a lot more than these deportations. Let's ramp up the deportations, let's ramp up stripping citizenship from new canadians convicted of federal crimes....
Identity Attack0.10221587
Insult0.033901088
Profanity0.012073003
Threat0.0104988385
Severe Toxicity0.0032424927
Low Tox 0.12086493 Constructive 0.529 Economic_Argument
Dec 30, 2025 Deportations From Canada at Their …
Canada needs a big deportation time to take our country back. Canada needs to wake up and stand up
Canada needs a big deportation time to take our country back. Canada needs to wake up and stand up
Identity Attack0.06476828
Insult0.027347196
Profanity0.013200258
Threat0.022335978
Severe Toxicity0.0044441223
Low Tox 0.11912931 Low Con 0.22
Aug 27, 2025 Why Canadians Are Turning Against …
MASS DEPORTATIONS. NO TRIALS. ASSETS SEIZED.
MASS DEPORTATIONS. NO TRIALS. ASSETS SEIZED.
Identity Attack0.04280826
Insult0.024640027
Profanity0.011816809
Threat0.020782012
Severe Toxicity0.0043296814
Low Tox 0.1182615 Low Con 0.176 Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
This is irrelevant as even if the government decides to act and remove them, Which, given their ideology is highly unlikely. The courts will over-rule them and decide the illegals have more rights to stay …
This is irrelevant as even if the government decides to act and remove them, Which, given their ideology is highly unlikely. The courts will over-rule them and decide the illegals have more rights to stay than Canadians have rights to defend the country and deport them.
Identity Attack0.10221587
Insult0.03235855
Profanity0.013234417
Threat0.026479885
Severe Toxicity0.0035858154
Low Tox 0.11739369 Low Con 0.272 Policy_Critique
Jan 16, 2026 2.9 million Canadian temporary visas …
Keep raising the number of deportations and we'll be on the right track.
Keep raising the number of deportations and we'll be on the right track.
Identity Attack0.062039822
Insult0.021352753
Profanity0.012892825
Threat0.012440704
Severe Toxicity0.0034332275
Low Tox 0.11652588 Moderate Con 0.406 Call_To_Action
Dec 30, 2025 Deportations From Canada at Their …
And for that matter are we deporting Pollieves wife’s uncle? Come on
And for that matter are we deporting Pollieves wife’s uncle? Come on
Identity Attack0.029917859
Insult0.02425329
Profanity0.014703264
Threat0.029933142
Severe Toxicity0.003452301
Low Tox 0.1140901 Low Con 0.218 Humor_Satire
Feb 23, 2026 4 likes 'We do know that there's …
Deportations are cheaper than hotel rooms
Deportations are cheaper than hotel rooms
Identity Attack0.060220852
Insult0.021997316
Profanity0.018324144
Threat0.009178371
Severe Toxicity0.0039100647
Low Tox 0.1140901 Low Con 0.238 Economic_Argument
Dec 29, 2025 3 likes Deportations From Canada at Their …
As a Ukrainian: we don’t have any refugee status. And we hardly worked since we got here. We almost got on streets because we couldn’t find jobs (miracle from Heaven that we found) If you’re …
As a Ukrainian: we don’t have any refugee status. And we hardly worked since we got here. We almost got on streets because we couldn’t find jobs (miracle from Heaven that we found) If you’re gonna protest: and I will be deported with all others- I don’t mind. You have total right for it. I wish I knew all this before we came…
Identity Attack0.073429056
Insult0.026058068
Profanity0.022354934
Threat0.01238892
Severe Toxicity0.0037574768
Low Tox 0.11398677 Constructive 0.689 Personal_Narrative
Sep 14, 2025 1 likes Why Canadians Are Turning Against …
Stopping more from coming in is not enough we need to make sure they start leaving like they are supposed to as well. Not just Canada but all the west, deportations and remigration is the …
Stopping more from coming in is not enough we need to make sure they start leaving like they are supposed to as well. Not just Canada but all the west, deportations and remigration is the only solution.
Identity Attack0.0775651
Insult0.025542418
Profanity0.011201942
Threat0.013010317
Severe Toxicity0.0037765503
Low Tox 0.11398677 Moderate Con 0.492 Call_To_Action
Nov 22, 2025 1 likes Quebec Ends Economic Immigration Program …
Dont let these men use a child to not been deported,they don't do anything for the child. Not even as much as a visit. Even if the child is living few miles away. The Government …
Dont let these men use a child to not been deported,they don't do anything for the child. Not even as much as a visit. Even if the child is living few miles away. The Government should deport them if they cant show how much they're make and proof of paying child support.
Identity Attack0.04822223
Insult0.033019636
Profanity0.012722028
Threat0.013010317
Severe Toxicity0.0030136108
Low Tox 0.11378009 Moderate Con 0.372
Dec 29, 2025 Deportations From Canada at Their …
At 400 per week it will take 95 years to deport 2 million immigrants.
At 400 per week it will take 95 years to deport 2 million immigrants.
Identity Attack0.094936445
Insult0.02103047
Profanity0.014054239
Threat0.013165667
Severe Toxicity0.0032424927
Low Tox 0.11357342 Low Con 0.273 Unverified_Claim
Dec 26, 2025 Deportations From Canada at Their …
each deportation cost less than keep them here, it's not a waste.
each deportation cost less than keep them here, it's not a waste.
Identity Attack0.048995655
Insult0.027476108
Profanity0.014122557
Threat0.010550622
Severe Toxicity0.0030899048
Low Tox 0.11316007 Low Con 0.282
Dec 30, 2025 2 likes Deportations From Canada at Their …
Countries need to have a scoreboard how many we can deport per month LOL winner gets a billion dollars
Countries need to have a scoreboard how many we can deport per month LOL winner gets a billion dollars
Identity Attack0.023193322
Insult0.029273475
Profanity0.021945024
Threat0.011172019
Severe Toxicity0.003528595
Low Tox 0.112746716 Low Con 0.134
Jan 5, 2026 New rules, regulations take effect …
You've got it wrong, super wealthy Western countries like Canada, the USA, UK, Scandinavian Nordic countries, Europe, and even Australia don't 'need' immigrants from 3rd/4th world countries. Super wealthy Western countries first priority is to …
You've got it wrong, super wealthy Western countries like Canada, the USA, UK, Scandinavian Nordic countries, Europe, and even Australia don't 'need' immigrants from 3rd/4th world countries. Super wealthy Western countries first priority is to its own native population and country first by investing in them. The new 180 stance on immigration is proof that these super wealthy Western countries are moving forward with stricter immigration policies, a push for increased mass deportation, eliminating Visa/Green Card Holders for certain groups, going after scam related to immigration, rescinding citizenship and deporting non-native populations a lot easier. It's not just Canadians who are sick and tired of all these new people(legal and illegal) but The West in general🇺🇸
Identity Attack0.06749674
Insult0.03665562
Profanity0.015967157
Threat0.008789998
Severe Toxicity0.0032806396
Low Tox 0.112333365 Constructive 0.515 Policy_Critique
Aug 25, 2025 24 likes Why Canadians Are Turning Against …

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.