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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 #}

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Active: "Bye, Bye..." 49 comments · Page 1 of 2
No you won’t be talking shit about us canadian no bye
No you won’t be talking shit about us canadian no bye
Identity Attack0.23542951
Insult0.44802538
Profanity0.6672561
Threat0.010913103
Severe Toxicity0.16960317
Toxic 0.72028047 Low Con 0.264
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
As a Canadian African, allow me to say this to the idiot MF trash that says African are low intelligence. I am a critical nurse. My whole family has higher education, and most African can …
As a Canadian African, allow me to say this to the idiot MF trash that says African are low intelligence. I am a critical nurse. My whole family has higher education, and most African can teach this fat, hateful Mitch a lot of history of Canada . What does he do? As the host of this piece, you have shown what size you're on by not speaking up and laughing. Tell me again that Canadians are not a racist. MITCH BYE
Identity Attack0.50515443
Insult0.71120167
Profanity0.36230123
Threat0.011353259
Severe Toxicity0.15443328
Moderate 0.6852916 Moderate Con 0.48 Identity Attack Insult Personal_Narrative
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Human trafficking in canada and says ‘bie’ instead of ‘bye’ holy shit whats happening in that country
Human trafficking in canada and says ‘bie’ instead of ‘bye’ holy shit whats happening in that country
Identity Attack0.2839175
Insult0.4196762
Profanity0.6919765
Threat0.011430934
Severe Toxicity0.16960317
Moderate 0.68408644 Low Con 0.243 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Get them the f out good bye dont let the door hit u
Get them the f out good bye dont let the door hit u
Identity Attack0.0048296256
Insult0.012415205
Profanity0.003204786
Threat0.47651652
Severe Toxicity0.00013304499
Moderate 0.63217795
Apr 18, 2025 1 likes
A hole😅😅😅Kenny the fake human. Be unsub. Bye😅😅😅
A hole😅😅😅Kenny the fake human. Be unsub. Bye😅😅😅
Identity Attack0.078392304
Insult0.5130944
Profanity0.36230123
Threat0.0824309
Severe Toxicity0.16960317
Moderate 0.61223894 Low Con 0.171 Insult Meta_Commentary
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Gtfo you grifters buy bye
Gtfo you grifters buy bye
Identity Attack0.07177465
Insult0.5130944
Profanity0.41031027
Threat0.013010317
Severe Toxicity0.038593806
Moderate 0.51869136 Low Con 0.15 Insult
Dec 25, 2025 Deportations From Canada at Their …
Oh Jason Kenny the cuck bye
Oh Jason Kenny the cuck bye
Identity Attack0.06476828
Insult0.48484445
Profanity0.4370703
Threat0.0116639575
Severe Toxicity0.045767322
Moderate 0.5140397 Low Con 0.223 Meta_Commentary
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
You know who is having kids? Immigrants. Say bye bye white and black people..we are being erased as we speak.
You know who is having kids? Immigrants. Say bye bye white and black people..we are being erased as we speak.
Identity Attack0.5485698
Insult0.28586254
Profanity0.10611444
Threat0.05171447
Severe Toxicity0.023076924
Moderate 0.45396814 Moderate Con 0.361 Identity Attack Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
If some Indian come to you to work in your company 1st must check if they finish college in Brampton city, if yes then say NO i dont have place for you. Bye...Scam colleges...
If some Indian come to you to work in your company 1st must check if they finish college in Brampton city, if yes then say NO i dont have place for you. Bye...Scam colleges...
Identity Attack0.48915586
Insult0.4125297
Profanity0.1554785
Threat0.011120236
Severe Toxicity0.022322904
Moderate 0.45243698 Moderate Con 0.349 Unverified_Claim
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
When I went to Niagara college it was 90% Indian exchange students. I saw punjabis pimping out girls in the school bar and constantly selling hard drugs in the open. I saw Indians drag women …
When I went to Niagara college it was 90% Indian exchange students. I saw punjabis pimping out girls in the school bar and constantly selling hard drugs in the open. I saw Indians drag women bye their hair through the hallways and force themselves onto them in private study rooms, while their friends guarded the exit to the room. Multiple times i had to stand up for women and almost get physical with them. One pulled a knife out on my in the hallway when I told him to get off a girl that obviously didn't want it. Me and my friend rented a house beside the college and we would have occasional partys. They would show up the party and push hard drugs onto my friends. One was flashing around a hand gun and acting like a wanna be gangster. They would steal things and leave their trash everywhere. I finally had enough and said no more Indians at my house.
Identity Attack0.46028158
Insult0.33998606
Profanity0.2661772
Threat0.2836219
Severe Toxicity0.035007052
Moderate 0.39842087 Constructive 0.648
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Get them out. Get them all out!!!!!! Hey Hey Hey good bye
Get them out. Get them all out!!!!!! Hey Hey Hey good bye
Identity Attack0.035847444
Insult0.097093195
Profanity0.0684662
Threat0.27637172
Severe Toxicity0.017416617
Moderate 0.33421695 Low Con 0.268
Jan 15, 2026 6 likes 2.9 million Canadian temporary visas …
Ya sorry, bye! We need to get back our Christian values and I’d like to go into a store, bank, restaurant and not be the white minority thank you very much! I’d like to understand …
Ya sorry, bye! We need to get back our Christian values and I’d like to go into a store, bank, restaurant and not be the white minority thank you very much! I’d like to understand the person on the other end of the phone once in awhile when I call for help! No more “pro Palestinian “ protests etc etc . Enough is enough. If I wanted to live in the Middle East…I’d go there!
Identity Attack0.3817989
Insult0.08459369
Profanity0.05017922
Threat0.012026439
Severe Toxicity0.014317908
Moderate 0.3234372 Constructive 0.608 Identity_Assertion
Jan 16, 2026 2.9 million Canadian temporary visas …
Bye, don’t let the door hit you in the a$$ on your way out!!!
Bye, don’t let the door hit you in the a$$ on your way out!!!
Identity Attack0.00776955
Insult0.06424874
Profanity0.05543986
Threat0.24878941
Severe Toxicity0.0128976675
Low Tox 0.28547668 Low Con 0.277 Call_To_Action
Jan 18, 2026 2.9 million Canadian temporary visas …
My Parents immigrated here in 1960 and both worked hard and built two houses.. The people who come into this country these days are mostly Moochers and they milk the Country Over 5 MILLION people …
My Parents immigrated here in 1960 and both worked hard and built two houses.. The people who come into this country these days are mostly Moochers and they milk the Country Over 5 MILLION people whos visas have expired here right now Need to find them and say bye bye
Identity Attack0.18468912
Insult0.17734702
Profanity0.048175167
Threat0.009799767
Severe Toxicity0.009651184
Low Tox 0.28425202 Constructive 0.592 Personal_Narrative
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
"Bye I block you" 😂😂
"Bye I block you" 😂😂
Identity Attack0.0102854045
Insult0.06652143
Profanity0.08225787
Threat0.038911607
Severe Toxicity0.009765625
Low Tox 0.25727063 Moderate Con 0.374 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
Good, Amen! Bye bye! Don't let the door kick ya on the way out!
Good, Amen! Bye bye! Don't let the door kick ya on the way out!
Identity Attack0.005660672
Insult0.0314771
Profanity0.02795705
Threat0.3481519
Severe Toxicity0.011520386
Low Tox 0.25462922 Moderate Con 0.428
Dec 28, 2025 Deportations From Canada at Their …
Canada finish bye bye
Canada finish bye bye
Identity Attack0.116281845
Insult0.037395194
Profanity0.026044132
Threat0.09009721
Severe Toxicity0.010604858
Low Tox 0.20335422 Low Con 0.235 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
If you do not have a citizenship then it’s good bye
If you do not have a citizenship then it’s good bye
Identity Attack0.033269364
Insult0.0573046
Profanity0.026317406
Threat0.018192071
Severe Toxicity0.0063323975
Low Tox 0.19939905 Low Con 0.24
Nov 23, 2025 Quebec Ends Economic Immigration Program …
When I came to Canada, I thought, "Oh my god, I think I got on the wrong plane and landed in India." They're everywhere. I work for a Canadian company where ten percent of the …
When I came to Canada, I thought, "Oh my god, I think I got on the wrong plane and landed in India." They're everywhere. I work for a Canadian company where ten percent of the employees are Canadian, and the rest are mostly Indians and refugees (from Syria, Laos, Vietnam, etc.). I think that when people don't want to accept the laws and want to live outside the law, they choose refugee status, doing whatever they want and trying to cheat the system. Canadian employers then find an opportunity to line their pockets with cheap labor, harming Canadians themselves. My view of Canada is like living on a pirate ship in the 21st century...bye, bye Canada... God help the Canadians.
Identity Attack0.16801116
Insult0.070799805
Profanity0.06546012
Threat0.008155655
Severe Toxicity0.0064468384
Low Tox 0.1883923 Constructive 0.617
Nov 22, 2025 Thousands of refugees allowed into …
BYE! With AI coming we don't need as many newcomers here.
BYE! With AI coming we don't need as many newcomers here.
Identity Attack0.055218685
Insult0.05086332
Profanity0.017777596
Threat0.00866054
Severe Toxicity0.0038528442
Low Tox 0.147767 Moderate Con 0.342 Economic_Argument
Jan 15, 2026 2.9 million Canadian temporary visas …
Its caste system and 🐀 worship time,bye Canada.😂
Its caste system and 🐀 worship time,bye Canada.😂
Identity Attack0.058856625
Insult0.06250052
Profanity0.022218296
Threat0.007883795
Severe Toxicity0.004234314
Low Tox 0.1460314 Low Con 0.176
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
its Sad all our Plees will land on Deaf Ears, and it will only get worse, get use to it. Say good bye to the Canada you knew.
its Sad all our Plees will land on Deaf Ears, and it will only get worse, get use to it. Say good bye to the Canada you knew.
Identity Attack0.031464707
Insult0.05262003
Profanity0.0166845
Threat0.0113014765
Severe Toxicity0.0032615662
Low Tox 0.11378009 Low Con 0.294
Aug 26, 2025 Why Canadians Are Turning Against …
Good. Let them go home. Bye Bye
Good. Let them go home. Bye Bye
Identity Attack0.009434453
Insult0.028722567
Profanity0.016342908
Threat0.013217449
Severe Toxicity0.0031089783
Low Tox 0.10566349 Moderate Con 0.303 Identity_Assertion
Nov 22, 2025 Quebec Ends Economic Immigration Program …
Bye Bye Ms Canadian Pie!
Bye Bye Ms Canadian Pie!
Identity Attack0.031980325
Insult0.034562174
Profanity0.024541125
Threat0.0072365063
Severe Toxicity0.0037765503
Low Tox 0.09655223 Low Con 0.284
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
Good bye and go home 👋👋
Good bye and go home 👋👋
Identity Attack0.004125261
Insult0.026058068
Profanity0.016035475
Threat0.01086132
Severe Toxicity0.0030708313
Low Tox 0.079250954 Moderate Con 0.406
Nov 27, 2025 Quebec Ends Economic Immigration Program …

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.