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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 519 of 1230
I feel like this video was presented fairly. We heard the criticisms and we got to see the Indian perspective too. There's many kind people over there, however Canadas Immigration over the last several years …
I feel like this video was presented fairly. We heard the criticisms and we got to see the Indian perspective too. There's many kind people over there, however Canadas Immigration over the last several years is a disaster. They're bringing in a lot of people who are detrimental to our country. In many ways.
Identity Attack0.28034934
Insult0.15911613
Profanity0.020578653
Threat0.008440462
Severe Toxicity0.006790161
Low Tox 0.27412915 Constructive 0.759
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Why is that all hate against Indians in Canada? Am not Indian origin , but what is wrong for Indian making majority in Brampton. Am black African living in Toronto , who love this country …
Why is that all hate against Indians in Canada? Am not Indian origin , but what is wrong for Indian making majority in Brampton. Am black African living in Toronto , who love this country for giving me the chance to build my life and always I bless Canada and Canadians.saying all this , Do we not have a pocket in a city / town dominated by people whose origin traces all the way from Italy/ Portuguese/ Lebanon / Ukraine etc . So for me , yes you can talk about controlled immigration without dehumanizing Indian migrants. Am a proud Christian , and receiving an immigrants is a blessing, even my lord and king Jesus Christ was refugee in Egypt. The west welcoming immigrants coming from Christian heritage, that is why indeed western countries are very blessed. Am not saying, open border policy is acceptable . Still you talk respectfully about controlled immigration without dehumanizing any group of immigrants.
Identity Attack0.293411
Insult0.08831572
Profanity0.04491858
Threat0.008893564
Severe Toxicity0.008506775
Low Tox 0.27412915 Constructive 0.89
Oct 4, 2025 9 likes Inside Canada's Indian Metropolis (Brampton)
But notice she didn't give a example of a Muslim who have multiple wives and multiple kids sitting on welfare state funded money Vietnamese and Asian they always make their way they ain't going to …
But notice she didn't give a example of a Muslim who have multiple wives and multiple kids sitting on welfare state funded money Vietnamese and Asian they always make their way they ain't going to sit on people and collect the system's money
Identity Attack0.33675182
Insult0.0838533
Profanity0.025907494
Threat0.007948523
Severe Toxicity0.008087158
Low Tox 0.27412915 Moderate Con 0.454
Jun 29, 2018 75 likes How much do refugees and …
I was personally rear ended by a Indian that didn’t even speak English, my Chevy 3500 splits his Altima in half. In British Columbia.😅
I was personally rear ended by a Indian that didn’t even speak English, my Chevy 3500 splits his Altima in half. In British Columbia.😅
Identity Attack0.30103904
Insult0.08582769
Profanity0.08225787
Threat0.03407705
Severe Toxicity0.011444092
Low Tox 0.27412915 Constructive 0.539 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
No body stop you to make babies.because you guys go against nature now complain from A-z ,seriously.
No body stop you to make babies.because you guys go against nature now complain from A-z ,seriously.
Identity Attack0.027413858
Insult0.1505596
Profanity0.09195647
Threat0.011405042
Severe Toxicity0.009841919
Low Tox 0.27412915 Low Con 0.15 Moral_Argument
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Quantifiable evidence that illegality is overwhelming the system otherwise we should do nothing ? Is Vassey ok? Should we stop arresting and prosecuting criminals and murderers until we know statistically how bad can they be? …
Quantifiable evidence that illegality is overwhelming the system otherwise we should do nothing ? Is Vassey ok? Should we stop arresting and prosecuting criminals and murderers until we know statistically how bad can they be? Get a life Vassey.
Identity Attack0.018470341
Insult0.22770336
Profanity0.019075647
Threat0.06270605
Severe Toxicity0.0063323975
Low Tox 0.27412915 Low Con 0.232 Policy_Critique
Feb 24, 2026 5 likes 'We do know that there's …
12:23 heres the thing this Jamaican man making this video is Canadian as far as im concerned. Why because he cares about Canada and our values
12:23 heres the thing this Jamaican man making this video is Canadian as far as im concerned. Why because he cares about Canada and our values
Identity Attack0.24970764
Insult0.07555214
Profanity0.06044999
Threat0.009696201
Severe Toxicity0.010986328
Low Tox 0.27412915 Constructive 0.544
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
If you are one of those complaining about Trump deporting immigrants guess what??? Now it’s your time to take one and put them in your house
If you are one of those complaining about Trump deporting immigrants guess what??? Now it’s your time to take one and put them in your house
Identity Attack0.24801466
Insult0.0838533
Profanity0.018529098
Threat0.031314444
Severe Toxicity0.0074005127
Low Tox 0.27412915 Low Con 0.283
Jan 5, 2026 1 likes Migrants cross into Canada near …
INDIA❌ RANDIA✅
INDIA❌ RANDIA✅
Identity Attack0.29035977
Insult0.15485314
Profanity0.2347036
Threat0.022853967
Severe Toxicity0.08332442
Low Tox 0.27412915 Low Con 0.252 Humor_Satire
Feb 17, 2026 Inside Canada's Indian Invasion...
Blame the immigration officials, they did open the doors for criminals who came from India and other foreign countries. Refugees that have criminal records were given access by the government to step in here in …
Blame the immigration officials, they did open the doors for criminals who came from India and other foreign countries. Refugees that have criminal records were given access by the government to step in here in Canada. Blame immigration officials and the authorities that are responsible in keeping our PEACE AND ORDER.
Identity Attack0.2839175
Insult0.11172232
Profanity0.014054239
Threat0.009359611
Severe Toxicity0.007095337
Low Tox 0.27412915 Constructive 0.513 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
go to calgary their is a Indian take over literally
go to calgary their is a Indian take over literally
Identity Attack0.28883415
Insult0.0820023
Profanity0.07047026
Threat0.012492486
Severe Toxicity0.010986328
Low Tox 0.27412915 Low Con 0.18 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Don’t blame them, blame your government for the sake of money. They invited for workers for students. They are legally migrated, not illegal migration, go and catch the your politicians. Those are now acting as …
Don’t blame them, blame your government for the sake of money. They invited for workers for students. They are legally migrated, not illegal migration, go and catch the your politicians. Those are now acting as a crocodile tears
Identity Attack0.10221587
Insult0.22303216
Profanity0.028230323
Threat0.010680079
Severe Toxicity0.005683899
Low Tox 0.27412915 Moderate Con 0.35 Policy_Critique
Nov 11, 2025 Inside Canada's Indian Metropolis (Brampton)
All of them are now truckers
All of them are now truckers
Identity Attack0.026207991
Insult0.18852992
Profanity0.094219476
Threat0.020782012
Severe Toxicity0.00793457
Low Tox 0.27412915 Moderate Con 0.302 Unverified_Claim
Oct 11, 2025 IRCC Names India in Study …
it's too late they are everywhere, start learning hindus
it's too late they are everywhere, start learning hindus
Identity Attack0.29188538
Insult0.08582769
Profanity0.07223598
Threat0.015774792
Severe Toxicity0.014576134
Low Tox 0.27412915 Low Con 0.212 Fear_Threat
Nov 3, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Because our government lets the new immigrants do what they want and punish Canadians to the max.
Because our government lets the new immigrants do what they want and punish Canadians to the max.
Identity Attack0.28883415
Insult0.070799805
Profanity0.015932998
Threat0.11922921
Severe Toxicity0.009536743
Low Tox 0.27412915 Low Con 0.257 Policy_Critique
Sep 8, 2025 5 likes Why Canadians Are Turning Against …
I was just thinking how this was the first video in awhile where Tyler or video man wasn't put in danger and then Tyler goes AND PUTS HIMSELF IN DANGER
I was just thinking how this was the first video in awhile where Tyler or video man wasn't put in danger and then Tyler goes AND PUTS HIMSELF IN DANGER
Identity Attack0.01139534
Insult0.03665562
Profanity0.08225787
Threat0.079364374
Severe Toxicity0.01393057
Low Tox 0.27412915 Moderate Con 0.471 Meta_Commentary
Feb 5, 2026 Inside Canada's Indian Invasion...
Adding to my previous comment, I see Indian / Pakistani workers in all the supermarkets, speaking Hindi Urdu amongst themselves, we order home delivery and they get our orders wrong...mate, I like a multicoloured society, …
Adding to my previous comment, I see Indian / Pakistani workers in all the supermarkets, speaking Hindi Urdu amongst themselves, we order home delivery and they get our orders wrong...mate, I like a multicoloured society, not a BTEC version of India FFS.
Identity Attack0.31015682
Insult0.09270445
Profanity0.06796519
Threat0.011146127
Severe Toxicity0.012435913
Low Tox 0.27412915 Constructive 0.724 Identity_Assertion
Feb 24, 2026 Inside Canada's Indian Metropolis (Brampton)
Leave your religion in your home county
Leave your religion in your home county
Identity Attack0.27759558
Insult0.06564732
Profanity0.027273865
Threat0.009722093
Severe Toxicity0.008354187
Low Tox 0.27412915 Low Con 0.248
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Bro...we need to stop letting people into this beautiful country.
Bro...we need to stop letting people into this beautiful country.
Identity Attack0.27340925
Insult0.071116626
Profanity0.021330157
Threat0.010265815
Severe Toxicity0.008850098
Low Tox 0.27412915 Low Con 0.275 Call_To_Action
Jan 29, 2026 Inside Canada's Indian Invasion...
As a Canadian, thank you for covering this. It's genuinely killing our country.
As a Canadian, thank you for covering this. It's genuinely killing our country.
Identity Attack0.057492398
Insult0.06669625
Profanity0.023994578
Threat0.13815513
Severe Toxicity0.008010864
Low Tox 0.27412915 Constructive 0.567 Identity_Assertion
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
What Canadians need to know is that the Carney Liberal Government has used the same policies on Immigration as the Unhinged Democratic Party in the 🇺🇸bad policies like open borders/illegal Immigration and the funding of …
What Canadians need to know is that the Carney Liberal Government has used the same policies on Immigration as the Unhinged Democratic Party in the 🇺🇸bad policies like open borders/illegal Immigration and the funding of Special Interest Groups all while hurting the Tax Payers and the destruction of Strong Economies with know Trade Deals with 🇺🇸🤝🇨🇦
Identity Attack0.10221587
Insult0.24561718
Profanity0.053435806
Threat0.008336896
Severe Toxicity0.007209778
Low Tox 0.27412915 Moderate Con 0.396 Policy_Critique
Feb 26, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
The point of no return is coming, self deport or bite the dust.
The point of no return is coming, self deport or bite the dust.
Identity Attack0.04951127
Insult0.0813853
Profanity0.041160982
Threat0.13717735
Severe Toxicity0.009765625
Low Tox 0.27412915 Low Con 0.142 Fear_Threat
Aug 26, 2025 Why Canadians Are Turning Against …
It's changing the culture, all the tim Hortons are ran by family of Indians , teenagers can't find jobs because of this
It's changing the culture, all the tim Hortons are ran by family of Indians , teenagers can't find jobs because of this
Identity Attack0.3072352
Insult0.08459369
Profanity0.0569429
Threat0.00967031
Severe Toxicity0.009994507
Low Tox 0.27412915 Moderate Con 0.465 Economic_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
I had a lady who confessed to me that she was recommended by immigration to change to refugee status and avail benefits. She was Punjabi. Check who is manning Asylum department. They have to be …
I had a lady who confessed to me that she was recommended by immigration to change to refugee status and avail benefits. She was Punjabi. Check who is manning Asylum department. They have to be fired. Brother and sister get married for immigration by Somalis
Identity Attack0.2949366
Insult0.07491849
Profanity0.044417568
Threat0.054624002
Severe Toxicity0.011367798
Low Tox 0.27412915 Constructive 0.556
Dec 25, 2025 Deportations From Canada at Their …
Native red India's ✅ Americans ❌
Native red India's ✅ Americans ❌
Identity Attack0.2964622
Insult0.083359696
Profanity0.08904689
Threat0.013217449
Severe Toxicity0.016641939
Low Tox 0.27412915 Low Con 0.229 Comparative_Framing
Feb 13, 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.