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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: "Deport deport" 1,024 comments · Page 7 of 41
I am an Indian 🇮🇳 staying in Canada 🇨🇦 from past 20 years saying this..,,deport all Indians who are here after 2021 🙄🙄😡😡
I am an Indian 🇮🇳 staying in Canada 🇨🇦 from past 20 years saying this..,,deport all Indians who are here after 2021 🙄🙄😡😡
Identity Attack0.5612457
Insult0.29855028
Profanity0.11292298
Threat0.13498579
Severe Toxicity0.056527592
Moderate 0.49139655 Moderate Con 0.463 Identity Attack Call_To_Action
Aug 25, 2025 Why Canadians Are Turning Against …
Incompetent officers ruining this country ; deport them all
Incompetent officers ruining this country ; deport them all
Identity Attack0.10221587
Insult0.48627716
Profanity0.10797132
Threat0.32665333
Severe Toxicity0.023076924
Moderate 0.4850187 Low Con 0.209
Sep 30, 2025 IRCC Names India in Study …
Mass Deportation ASAP For India Immigrants & Palestinians 💯
Mass Deportation ASAP For India Immigrants & Palestinians 💯
Identity Attack0.55044734
Insult0.34203702
Profanity0.16450337
Threat0.33923563
Severe Toxicity0.29621798
Moderate 0.4850187 Low Con 0.215 Identity Attack Call_To_Action
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
They must be deported, euthenized. Bam. Problem gone.
They must be deported, euthenized. Bam. Problem gone.
Identity Attack0.20680901
Insult0.30326313
Profanity0.16869035
Threat0.52547425
Severe Toxicity0.16960317
Moderate 0.4838166 Low Con 0.136 Threat
Nov 30, 2025 Inside Canada's Indian Metropolis (Brampton)
Indians are not dirty, and we don't eat poop, that guy who said all these horrible, nasty things shoes how much he hates Indians, it's true that this place has a huge indian community, but …
Indians are not dirty, and we don't eat poop, that guy who said all these horrible, nasty things shoes how much he hates Indians, it's true that this place has a huge indian community, but as long as they're harmless, they don't don't violate laws they must stay, look indian people contribute towards the economic growth of any country they reside in, ofcourse some indians lack civic sense, but that doesn't mean everyone is like that ??!! In America, Drugs has taken over, almost 30% people are homeless, burglary, theft is common, Cops will do nothing, Psychopaths are on the rise, Murder, break ins, killing by guns, accidents, are rising, Trump is weaponising ICE and killing USA citizens, putting kids in jail for no reason, complete chaos, no jobs are there, no buses, trains for easy commute, Relationships are broken, nobody is happy in all the western countries, divorce, cheating, and mind you, most indians are contributing towards the economic growth of USA, all the software engineers from India, now you're Deporting them as if your citizens are all geniuses, Indian community is not at all a problem, your mindset towards us, is the problem, this is racism, this is discrimination, America is supposed to be the origin and flag-bearer Of democracy, do something about that, other than Focusing on people who are residing peacefully with you guys, yes you have the law and order, enforce them on everyone, but don't blame them just because they're different, different in colour, religion, accent etc.
Identity Attack0.45348886
Insult0.4339631
Profanity0.36230123
Threat0.049451493
Severe Toxicity0.16960317
Moderate 0.4838166 Constructive 0.546 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Man! What FAAKD up English are these guys speaking? All I can see are Turban guys roaming everywhere. Deport these cheapsters before things start going down the drain for Canada as a whole.
Man! What FAAKD up English are these guys speaking? All I can see are Turban guys roaming everywhere. Deport these cheapsters before things start going down the drain for Canada as a whole.
Identity Attack0.30103904
Insult0.46923602
Profanity0.41503602
Threat0.056240413
Severe Toxicity0.028730227
Moderate 0.4826145 Low Con 0.219 Fear_Threat
Oct 16, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
There’s definitely an influx of Indians in Brampton that make a mess which needs to change lol but with all that talk about being dirty and living together.. how often have you ever come across …
There’s definitely an influx of Indians in Brampton that make a mess which needs to change lol but with all that talk about being dirty and living together.. how often have you ever come across a homeless Indian? Do we need less of them? Yes, but do a lot of them also grind their asses off to make it work? Yes. They only get berated because there’s a surge of them, and this would’ve been just as bad for Africans, Latinos and East asians if roles were reversed. “They stay to themselves” yeah it’s called a community and white people have always excluded minorities lmao so suck it up. We do need to deport a lot of these students who make a mess but lets not act like these Indians aren’t hustlers who do what it takes to make it work.
Identity Attack0.49584505
Insult0.46625584
Profanity0.41503602
Threat0.07323132
Severe Toxicity0.16233426
Moderate 0.4826145 Constructive 0.63
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Deport all of them, the Natives had a treaty with Whites from European and England not Indians, Jews or Muslims. God in our anthem not Allah or Vishnu. Canada in not your home and you …
Deport all of them, the Natives had a treaty with Whites from European and England not Indians, Jews or Muslims. God in our anthem not Allah or Vishnu. Canada in not your home and you are not welcome. Your ancestors did not die fighting off the Americans. One ran over my dog with transport, next day I see 1 on cam while driving tell me they crash by using social media while they drive, talking to me on social media. Ever since Timmies stopped hiring Whites, my order takes 15x longer to get.
Identity Attack0.5612457
Insult0.36798462
Profanity0.110447146
Threat0.13815513
Severe Toxicity0.04666401
Moderate 0.48141238 Constructive 0.519 Identity Attack Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Deport poopjeets 💩🕉️ save Canada 🐷🕉️
Deport poopjeets 💩🕉️ save Canada 🐷🕉️
Identity Attack0.28034934
Insult0.5130944
Profanity0.36230123
Threat0.13815513
Severe Toxicity0.19455661
Moderate 0.47900817 Low Con 0.206 Insult Call_To_Action
Feb 17, 2026 3 likes Inside Canada's Indian Invasion...
I dont care if they are good people they need to deport these Indians before it too late and Canada turns into India. We dont want them in the US and if they come we …
I dont care if they are good people they need to deport these Indians before it too late and Canada turns into India. We dont want them in the US and if they come we will send them back to Canada.
Identity Attack0.5698139
Insult0.33896056
Profanity0.09098661
Threat0.13211988
Severe Toxicity0.02514347
Moderate 0.47886392 Moderate Con 0.339 Identity Attack Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Liberalism is a treasonous mental disorder. Deport over 10 ++ million newcomers and impose a moratorium on immigration for 1000 years! 🇨🇦
Liberalism is a treasonous mental disorder. Deport over 10 ++ million newcomers and impose a moratorium on immigration for 1000 years! 🇨🇦
Identity Attack0.3825363
Insult0.48313886
Profanity0.12286829
Threat0.040638234
Severe Toxicity0.023076924
Moderate 0.47886392 Low Con 0.227 Call_To_Action
Feb 24, 2026 LILLEY UNLEASHED: The fall of …
deport india and israel
deport india and israel
Identity Attack0.5548181
Insult0.17858955
Profanity0.16171204
Threat0.23696843
Severe Toxicity0.034110364
Moderate 0.47886392 Low Con 0.237 Identity Attack
Oct 1, 2025 IRCC Names India in Study …
380 million since 2018 on deportation... vs housing potential criminals/ fake students? Which has cost the average citizen or tax payers more? Media Clowns
380 million since 2018 on deportation... vs housing potential criminals/ fake students? Which has cost the average citizen or tax payers more? Media Clowns
Identity Attack0.030433474
Insult0.54471385
Profanity0.084844165
Threat0.008738215
Severe Toxicity0.0104522705
Moderate 0.47886392 Low Con 0.22 Insult
Dec 29, 2025 Deportations From Canada at Their …
They are all illegals -Must be deported
They are all illegals -Must be deported
Identity Attack0.50588524
Insult0.36798462
Profanity0.104876526
Threat0.13802026
Severe Toxicity0.024350211
Moderate 0.47772613 Low Con 0.156 Identity Attack Unverified_Claim
Nov 21, 2025 2 likes IRCC Names India in Study …
90% of Indian students are fraud just findout how nany students are really going to school the numbers will shock you.fake certificate. I think go after each individual if they are attending any institution if …
90% of Indian students are fraud just findout how nany students are really going to school the numbers will shock you.fake certificate. I think go after each individual if they are attending any institution if not deportation.
Identity Attack0.5135796
Insult0.47384647
Profanity0.19893537
Threat0.03304107
Severe Toxicity0.024725812
Moderate 0.47772613 Moderate Con 0.365 Identity Attack Unverified_Claim
Sep 30, 2025 3 likes IRCC Names India in Study …
Immigration from a person not even born here like just shows how far canada has fallen now we cant even put a Canadian in charge, no lets put a immigrant in charge who in there …
Immigration from a person not even born here like just shows how far canada has fallen now we cant even put a Canadian in charge, no lets put a immigrant in charge who in there right mind does that liberals are all losers.and what india is at war with who ,makes no sense persecution because they beoke the law in there country and dont want to face charges over there they come here and cry and suck there thumb hoping that they can stay ,time to deport them all and send the Immigration dummy with them.
Identity Attack0.4139151
Insult0.5130944
Profanity0.22663295
Threat0.056240413
Severe Toxicity0.02406851
Moderate 0.47622904 Low Con 0.241 Insult Identity_Assertion
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Does anybody remember when a group of Indians robbed the LCBO in Bowmanville, Ontario. They drove the WRONG WAY on the 401 and crashed into an entire family, killing everyone, ncluding a 4mo baby. Judge …
Does anybody remember when a group of Indians robbed the LCBO in Bowmanville, Ontario. They drove the WRONG WAY on the 401 and crashed into an entire family, killing everyone, ncluding a 4mo baby. Judge Russel Wood of Oshawa said he didn't want the surviving Indian to be deported so he gave him 4mo in jail. FOR ARMED ROBBERY + KILLING AM ENTIRE FAMILY
Identity Attack0.49032792
Insult0.27969417
Profanity0.10363861
Threat0.5195707
Severe Toxicity0.12546301
Moderate 0.47473195 Constructive 0.64 Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Whole brampton needs to be deported to india or pakistan
Whole brampton needs to be deported to india or pakistan
Identity Attack0.5485698
Insult0.40243408
Profanity0.22673377
Threat0.34804323
Severe Toxicity0.18232453
Moderate 0.47473195 Low Con 0.145 Identity Attack
Dec 23, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
How many of them are illegal??? In the US there are up to 500k illegal Indian immigrants, all of whom are criminals because they either entered the country illegally or purposely and knowingly overstayed their …
How many of them are illegal??? In the US there are up to 500k illegal Indian immigrants, all of whom are criminals because they either entered the country illegally or purposely and knowingly overstayed their visa, or they were working illegally under a student visa! They must be arrested, prosecuted, and then deported at their own expense. The only solution; deport, deport, deport!
Identity Attack0.5135796
Insult0.40189892
Profanity0.0715894
Threat0.13815513
Severe Toxicity0.024725812
Moderate 0.47173777 Moderate Con 0.425 Identity Attack Unverified_Claim
Feb 1, 2026 Inside Canada's Indian Metropolis (Brampton)
I don't care about the opinions of immigrants. Canada needs 5 million deportations of Indians ALONE, Islam should be banned and MANY Chinese need to be sent packing too. 10 million need to go.
I don't care about the opinions of immigrants. Canada needs 5 million deportations of Indians ALONE, Islam should be banned and MANY Chinese need to be sent packing too. 10 million need to go.
Identity Attack0.5698139
Insult0.24928534
Profanity0.06345607
Threat0.13414288
Severe Toxicity0.023880709
Moderate 0.47119883 Moderate Con 0.396 Identity Attack Fear_Threat
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
I don't like the fact that im becoming racist..look wats happening to our country!,this is not the Canada i happily grew up in..im not the proud Canadian i used to be..our country is in ruins!!,getting …
I don't like the fact that im becoming racist..look wats happening to our country!,this is not the Canada i happily grew up in..im not the proud Canadian i used to be..our country is in ruins!!,getting worse by the day..lets house and feed our own people before these immigrants, hire Canadians first!!..DEPORT DEPORT DEPORT 😢😮
Identity Attack0.5051593
Insult0.36798462
Profanity0.0569429
Threat0.02492592
Severe Toxicity0.02378681
Moderate 0.47119883 Constructive 0.541 Identity Attack
Sep 10, 2025 Why Canadians Are Turning Against …
as an immigrant . I respect canadian laws and their cultures! But i want these people be deported! They dont deserve Canada! There a lot of muslim countries why dont go there instead
as an immigrant . I respect canadian laws and their cultures! But i want these people be deported! They dont deserve Canada! There a lot of muslim countries why dont go there instead
Identity Attack0.5612457
Insult0.27969417
Profanity0.08128801
Threat0.03649433
Severe Toxicity0.023317307
Moderate 0.47119883 Constructive 0.52 Identity Attack
Aug 28, 2025 Why Canadians Are Turning Against …
It's ironic Indians praise India as the best country, and none of them wants to live there while living in the West. All Indians need to be deported out of Canada and USA.
It's ironic Indians praise India as the best country, and none of them wants to live there while living in the West. All Indians need to be deported out of Canada and USA.
Identity Attack0.55803186
Insult0.26957804
Profanity0.08225787
Threat0.12076248
Severe Toxicity0.023076924
Moderate 0.47119883 Moderate Con 0.316 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
DEPORT THEM ALL!!!
DEPORT THEM ALL!!!
Identity Attack0.40351558
Insult0.2435641
Profanity0.09001675
Threat0.34804323
Severe Toxicity0.02444411
Moderate 0.47119883 Low Con 0.186 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Deport pajeeeet in Canada ❤
Deport pajeeeet in Canada ❤
Identity Attack0.37012735
Insult0.5015486
Profanity0.39409557
Threat0.10542984
Severe Toxicity0.23224974
Moderate 0.47119883 Low Con 0.282 Insult
Sep 30, 2025 4 likes IRCC Names India in Study …

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.