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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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30,738 comments · Page 489 of 1230
Sphincters up, my fellow Canadians, sphincters up.
Sphincters up, my fellow Canadians, sphincters up.
Identity Attack0.20878418
Insult0.19500497
Profanity0.05393682
Threat0.013702838
Severe Toxicity0.011444092
Low Tox 0.28674445 Low Con 0.246 Humor_Satire
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I don’t blame the immigrants, I blame our liberal government because they are the ones who are supposed to control the amount of people coming into the country. If I travel to another country that …
I don’t blame the immigrants, I blame our liberal government because they are the ones who are supposed to control the amount of people coming into the country. If I travel to another country that I want to live in or work in, I need to follow their rules, laws and respect their culture, not trash their country, and change their culture and country to my country. This is what has happened in Canada, too many fn people from India here and they’ve basically taken over everything in the country, again this is not their fault, it’s our own governments fault.
Identity Attack0.2949366
Insult0.16989174
Profanity0.059948977
Threat0.008272167
Severe Toxicity0.010528564
Low Tox 0.28674445 Constructive 0.559
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
I love the rise of nationalism in this country, you can see it in the comments. Everyone hates these foreigners and wants them out. genuinely can't wait for when the deportations start to kick off. …
I love the rise of nationalism in this country, you can see it in the comments. Everyone hates these foreigners and wants them out. genuinely can't wait for when the deportations start to kick off. We're finally getting to the end of the tunnel it seems
Identity Attack0.30103904
Insult0.0817555
Profanity0.052183274
Threat0.049451493
Severe Toxicity0.011444092
Low Tox 0.28674445 Constructive 0.599 Identity_Assertion
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada does not need any student. Canada got enough talent. They let them in so Canada can persuade them to become truck drivers as Canada need lots of truck drivers. All the schools in Brampton …
Canada does not need any student. Canada got enough talent. They let them in so Canada can persuade them to become truck drivers as Canada need lots of truck drivers. All the schools in Brampton and Mississauga are total FRAUD and making money from these students. They should be stopped. I have been to IRCC page and it is extremely easy to let criminals in this country. Forced home invasions, Looting of Beer stores or LCBO. Looting of Jewelry stores. making illegal U turns in and around GTA has become a NORM. Garbage is everywhere. Fireworks is another major problems. They want to do it then do it in India. Don't bring this piece of shit in Canada. We have Canada day and couple others which are celebrated near Downtown Toronto and Niagara Falls. Go and watch. Queen is dead and no reason to have fireworks on stupid Victoria day. Abolish Victoria day or ban fireworks on that day.
Identity Attack0.14233272
Insult0.25205973
Profanity0.026317406
Threat0.011560392
Severe Toxicity0.008964539
Low Tox 0.28674445 Constructive 0.554 Unverified_Claim
Sep 28, 2025 IRCC Names India in Study …
I went to a shopper drug store in Brampton at Queen and Kenny over the summer. It was extremely dirty. It looked like a garbage truck dumped it load all over theparkinglot. Locals walked through …
I went to a shopper drug store in Brampton at Queen and Kenny over the summer. It was extremely dirty. It looked like a garbage truck dumped it load all over theparkinglot. Locals walked through it like it was a normal thing. I just hope they don't take over Georgetown and ruin it too. 😢
Identity Attack0.0091384705
Insult0.26957804
Profanity0.047173142
Threat0.009204263
Severe Toxicity0.005531311
Low Tox 0.28674445 Constructive 0.71 Fear_Threat
Sep 20, 2025 7 likes Inside Canada's Indian Metropolis (Brampton)
This is a Big Problem. But the problem was created by short sighted Canadian propaganda. They duped millions of vulnerable young people with false promises! People in Punjab were told by visiting, white Canadian politicians …
This is a Big Problem. But the problem was created by short sighted Canadian propaganda. They duped millions of vulnerable young people with false promises! People in Punjab were told by visiting, white Canadian politicians like Trudeau (who literally dressed up and danced all around India) that they are welcome in Canada and should sell whatever little they had in India and come here. They were poor and gullible and fell for it, and here we are! Canadian Government is FAR FAR stronger than any to-be immigrant group. Indian government pleaded with Canada to watch what kind of characters they were importing (google it)! And guess what Canada still voted for the Liberals! So who should shoulder the bulk of the blame?
Identity Attack0.2764353
Insult0.23704576
Profanity0.03715288
Threat0.009696201
Severe Toxicity0.009765625
Low Tox 0.28674445 Constructive 0.514
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Les commentaires sont drôles 😂 vous avez été intolérants avec les Canadiens français et les indiens maintenant c'est vous qui allez être remplacé 😂😂😂
Les commentaires sont drôles 😂 vous avez été intolérants avec les Canadiens français et les indiens maintenant c'est vous qui allez être remplacé 😂😂😂
Identity Attack0.16159154
Insult0.3388922
Profanity0.019075647
Threat0.0071199946
Severe Toxicity0.019224197
Low Tox 0.28674445 Low Con 0.217 Humor_Satire
Feb 25, 2026 Inside Canada's Indian Invasion...
Just don’t go..screw them.
Just don’t go..screw them.
Identity Attack0.013900987
Insult0.099496394
Profanity0.082082786
Threat0.001188348
Severe Toxicity0.000024816967
Low Tox 0.28638244 Call_To_Action
Dec 10, 2025
Haven't been south since 95. No f**kin reason to go now. How about we screen Americans. And ask them their jobs. If they say ICE we should detained them and deport them to South America. …
Haven't been south since 95. No f**kin reason to go now. How about we screen Americans. And ask them their jobs. If they say ICE we should detained them and deport them to South America. See how receptive they are.......
Identity Attack0.008509508
Insult0.020542348
Profanity0.11313558
Threat0.0097873
Severe Toxicity0.00004091619
Low Tox 0.28616825 Call_To_Action
Dec 8, 2025
Ain’t this what European did to First Nations people in Canada? The f you complain about it!
Ain’t this what European did to First Nations people in Canada? The f you complain about it!
Identity Attack0.048737846
Insult0.16480011
Profanity0.28364125
Threat0.008401625
Severe Toxicity0.010910034
Low Tox 0.2855005 Low Con 0.29 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Just promoting racism bruh, I’m Pakistani and I live in Canada. I love Canada and I’m grateful for Canadians accepting me here. We’re 1 people, all on 1 planet, they show extremes and divide us. …
Just promoting racism bruh, I’m Pakistani and I live in Canada. I love Canada and I’m grateful for Canadians accepting me here. We’re 1 people, all on 1 planet, they show extremes and divide us. Much love ❤️to everyone, diversity is beuty, unity is amazing. Also these are the same people doing the lower end jobs of your economy, which I don’t wanna get technical, but it seems like this channel just helps create a community for racist or extreme opinions to thrive in. Your government accepted these people for a reason, Unity is good, discrimination is not.
Identity Attack0.23391083
Insult0.15556364
Profanity0.06044999
Threat0.012233571
Severe Toxicity0.013155893
Low Tox 0.2855005 Constructive 0.801 Solidarity
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
Young people are going out of control because they can't get a job all the immigrants take it that's why they go to Crime because they want the things to immigrants have
Young people are going out of control because they can't get a job all the immigrants take it that's why they go to Crime because they want the things to immigrants have
Identity Attack0.31892163
Insult0.08533409
Profanity0.035399333
Threat0.009437286
Severe Toxicity0.0104522705
Low Tox 0.2855005 Moderate Con 0.327 Unverified_Claim
Sep 12, 2025 Why Canadians Are Turning Against …
Mocking the whole western world
Mocking the whole western world
Identity Attack0.10221587
Insult0.06599696
Profanity0.12639372
Threat0.15434735
Severe Toxicity0.014059683
Low Tox 0.2855005 Low Con 0.244 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Mf on the bike definitely has caught a couple bodies on the streets
Mf on the bike definitely has caught a couple bodies on the streets
Identity Attack0.021585498
Insult0.071750276
Profanity0.2661772
Threat0.0347677
Severe Toxicity0.016900165
Low Tox 0.2855005 Moderate Con 0.319 Fear_Threat
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
hey i know the guy who flipped you off in the begining lol
hey i know the guy who flipped you off in the begining lol
Identity Attack0.008546505
Insult0.07428485
Profanity0.11539881
Threat0.13815513
Severe Toxicity0.013607788
Low Tox 0.2855005 Moderate Con 0.393 Personal_Narrative
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Thaaaankyou for speaking the truth, my truth, our truth.... Ive never been racist , i'm in a mixed race marriage. But i AM sick of these people hating, when ive never used the word . …
Thaaaankyou for speaking the truth, my truth, our truth.... Ive never been racist , i'm in a mixed race marriage. But i AM sick of these people hating, when ive never used the word . I love me, you and our country, if you dont, go far far away , please
Identity Attack0.17381613
Insult0.113185234
Profanity0.09195647
Threat0.014566151
Severe Toxicity0.011672974
Low Tox 0.2855005 Constructive 0.753
Aug 27, 2025 Why Canadians Are Turning Against …
We need immigrant we need each other to make a country , no people no country , love each other as a hold person . The hold world is in the because of Trump and …
We need immigrant we need each other to make a country , no people no country , love each other as a hold person . The hold world is in the because of Trump and his hate .
Identity Attack0.0775651
Insult0.23704576
Profanity0.023789622
Threat0.0070552654
Severe Toxicity0.0042915344
Low Tox 0.2855005 Moderate Con 0.48
Aug 25, 2025 Why Canadians Are Turning Against …
0:14 “we might have the upper class of Indian here” 😅😅😅
0:14 “we might have the upper class of Indian here” 😅😅😅
Identity Attack0.29951343
Insult0.075868964
Profanity0.08452088
Threat0.020609349
Severe Toxicity0.015931819
Low Tox 0.2855005 Low Con 0.29 Humor_Satire
Feb 26, 2026 Inside Canada's Indian Invasion...
trudeau and carney should be charged with treason
trudeau and carney should be charged with treason
Identity Attack0.018872296
Insult0.24630153
Profanity0.026180768
Threat0.06787856
Severe Toxicity0.006790161
Low Tox 0.2855005 Low Con 0.138
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
😂😂😂 Immigration Canada ran by women … Go figure!
😂😂😂 Immigration Canada ran by women … Go figure!
Identity Attack0.2949366
Insult0.09416737
Profanity0.019212283
Threat0.007145886
Severe Toxicity0.00705719
Low Tox 0.2855005 Low Con 0.192 Humor_Satire
Sep 30, 2025 IRCC Names India in Study …
Folks....(1) If there are no immigrants We will be eating boring Fish & Chips all the time (2) If immigrants are not here it will be difficult to guard this massive country against Russian threats …
Folks....(1) If there are no immigrants We will be eating boring Fish & Chips all the time (2) If immigrants are not here it will be difficult to guard this massive country against Russian threats from the north (3) If immigrants didn't buy our inflated GTA houses from us then we might not have had the Golden Retirements (4) The Dutch in South Africa lost their colony because they didn't have adequate immigrants to help them hold the massive land they captured (5) When someone is uprooted and brought here, they work 150 % than the lazy locals to reestablish their lives this is a fact supported by various economic studies and this is what becomes the engine propelling the country's economic growth (6) When the Chinese came from Hong Kong the locals blamed the Chinese for everything. When the Italians out grew locals in Woodbridge the locals blamed them for everything and called them as Mafia . Now you guys are painting the same thing on to Brown People .This is hypocrisy and not a fact !!! ALL OF YOU ARE SETTLER DESENDANTS OR IMMIGRANTS IN CANADA UNLESS YOU ARE A NATIVE MIND THAT !!! and be grateful for this beautiful world and the life you have . Another fact is Second world war was won by English & Allies using massive African and Indian armies. So the freedom we enjoy today in Canada was helped by African and Indian soldiers as well !!! The English simply don't have the numbers win by themselves . BE GREATFUL AND LOVE THIS COUNTRY AND IT'S DIVERSITY PERIOD !!! BELOW IS A SAMPLE OF WHAT IMMIGRANTS ARE DOING TO HELP THE ANGLOSAXONS : Immigrant Oppenheimer - Enabled America win Second World War Immigrant Frank Stronach - Founded Magna Corp Immigrant Andrew Carnegie - Founded United Steel Immigrant Albert Einstein - Enabled America win Second World War Immigrant Shiva Ayyadurai- Invented Email Kevin O'Leary - Irish / Lebanese immigrant Elon Musk- South African immigrant AMERICA RUNS ON IMMIGRANT POWER !!! BE GREATFUL !!!
Identity Attack0.28034934
Insult0.1378885
Profanity0.10549548
Threat0.02682521
Severe Toxicity0.015350811
Low Tox 0.2855005 Constructive 0.716 Moral_Argument
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Someone has to enforce de Law and send all these ppl, pretending to be students, back to India!
Someone has to enforce de Law and send all these ppl, pretending to be students, back to India!
Identity Attack0.29798782
Insult0.15414265
Profanity0.034146797
Threat0.0347677
Severe Toxicity0.013478675
Low Tox 0.2855005 Low Con 0.224
Oct 22, 2025 IRCC Names India in Study …
Funny as a Quebecer that dem colonialist anglos finally taste their own medecine they've been forcing us to swallow for soo long.
Funny as a Quebecer that dem colonialist anglos finally taste their own medecine they've been forcing us to swallow for soo long.
Identity Attack0.27682206
Insult0.19500497
Profanity0.06044999
Threat0.010964886
Severe Toxicity0.009918213
Low Tox 0.2855005 Low Con 0.298 Humor_Satire
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
STOP ALL IMMIGRATION INCLUDING STUDENTS AND ASYLUM SEEKERS
STOP ALL IMMIGRATION INCLUDING STUDENTS AND ASYLUM SEEKERS
Identity Attack0.29188538
Insult0.055547886
Profanity0.019553876
Threat0.013528148
Severe Toxicity0.012833111
Low Tox 0.2855005 Low Con 0.159 Call_To_Action
Sep 11, 2025 Why Canadians Are Turning Against …
saaaaaaaaaaaar look at me . i am white now
saaaaaaaaaaaar look at me . i am white now
Identity Attack0.2854555
Insult0.059061307
Profanity0.14490221
Threat0.01508414
Severe Toxicity0.013478675
Low Tox 0.2855005 Moderate Con 0.314 Humor_Satire
Feb 7, 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.