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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 516 of 1230
They call themselves PUNJABI and not Indians, then why are you dragging Indians in this. Canadian government allowed them, so PUNJABI SIKHS are your issue and not India's, they're a very small minority in india …
They call themselves PUNJABI and not Indians, then why are you dragging Indians in this. Canadian government allowed them, so PUNJABI SIKHS are your issue and not India's, they're a very small minority in india and they don't even represent Indians.
Identity Attack0.37082586
Insult0.08410009
Profanity0.01982715
Threat0.008841781
Severe Toxicity0.0076675415
Low Tox 0.2763787 Moderate Con 0.364 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Why come to Canada to go to community colleges. Because most of the schools they are attending are in strip malls. Those people should not be here. If they are not smart enough for a …
Why come to Canada to go to community colleges. Because most of the schools they are attending are in strip malls. Those people should not be here. If they are not smart enough for a university entry, they are not the brain power we want. Those schools should be closed and a head count mandatory. We don't need the truck drivers or waitstaff at restaurants. The businesses that are only employing students that are from India need to be fined and held accountable. They are using government funding for their wages these are jobs that Canadians need and are rejected because the are not from India. It is racist and why should our taxes pay their wage while Canadian students are left with no jobs to help with the cost of university or housing.
Identity Attack0.25817248
Insult0.16883044
Profanity0.029596692
Threat0.01508414
Severe Toxicity0.010910034
Low Tox 0.2763787 Constructive 0.618
Oct 7, 2025 IRCC Names India in Study …
Kalistan movement is a small fringe group.
Kalistan movement is a small fringe group.
Identity Attack0.21075934
Insult0.16758773
Profanity0.11292298
Threat0.014738814
Severe Toxicity0.010604858
Low Tox 0.2763787 Low Con 0.143 Unverified_Claim
Feb 24, 2026 Inside Canada's Indian Invasion...
haha. Notice how no homeless people are indian? They're just complaining because they can't comprehend that we actually work hard instead of getting handouts. Maybe instead of being so jealous, learn a thing or two …
haha. Notice how no homeless people are indian? They're just complaining because they can't comprehend that we actually work hard instead of getting handouts. Maybe instead of being so jealous, learn a thing or two from us?
Identity Attack0.27914262
Insult0.15343215
Profanity0.046171114
Threat0.007197669
Severe Toxicity0.0064849854
Low Tox 0.2763787 Moderate Con 0.454
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
They also should check LTB orders against these students n immigrants who are fooling the system .n commiting rent fraud
They also should check LTB orders against these students n immigrants who are fooling the system .n commiting rent fraud
Identity Attack0.26494437
Insult0.16861114
Profanity0.019280603
Threat0.008077981
Severe Toxicity0.005302429
Low Tox 0.2763787 Low Con 0.3
Oct 17, 2025 IRCC Names India in Study …
toronto name need to be changed to little india
toronto name need to be changed to little india
Identity Attack0.2949366
Insult0.09270445
Profanity0.03765389
Threat0.014738814
Severe Toxicity0.0119018555
Low Tox 0.2763787 Low Con 0.123 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Liberals don't have a clue
Liberals don't have a clue
Identity Attack0.1769227
Insult0.18852992
Profanity0.05168226
Threat0.008505191
Severe Toxicity0.0051879883
Low Tox 0.2763787 Low Con 0.194
Dec 10, 2025 1 likes IRCC Names India in Study …
Even the Indians are like “too many Indians”
Even the Indians are like “too many Indians”
Identity Attack0.31892163
Insult0.081508696
Profanity0.06345607
Threat0.009126588
Severe Toxicity0.010147095
Low Tox 0.2763787 Low Con 0.249 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Khalistani land Canada
Khalistani land Canada
Identity Attack0.3072352
Insult0.16875735
Profanity0.10240069
Threat0.044925548
Severe Toxicity0.02378681
Low Tox 0.2763787 Low Con 0.18 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
This is why I stopped watching the news, total BS, agenda pushers
This is why I stopped watching the news, total BS, agenda pushers
Identity Attack0.011173353
Insult0.18355975
Profanity0.21132572
Threat0.008129764
Severe Toxicity0.008277893
Low Tox 0.2763787 Low Con 0.254
Mar 14, 2018 164 likes How much do refugees and …
people are too scared to tell the truth because of fear of being called a racist..Wake up grow, a pair and and speak your truth. That "you are racist game" I dont play . Be …
people are too scared to tell the truth because of fear of being called a racist..Wake up grow, a pair and and speak your truth. That "you are racist game" I dont play . Be a realist dont be crippled by something thats not true.
Identity Attack0.10221587
Insult0.19225755
Profanity0.036651865
Threat0.008039144
Severe Toxicity0.00579834
Low Tox 0.2763787 Moderate Con 0.394 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Well India was the richest country in History until the red capes came and subjugated us. Divided us and looted us. All the wealth in Western civilisation today is built from looted wealth of India. …
Well India was the richest country in History until the red capes came and subjugated us. Divided us and looted us. All the wealth in Western civilisation today is built from looted wealth of India. India was built on the idea of pluralism
Identity Attack0.2823795
Insult0.16551061
Profanity0.08290444
Threat0.028206514
Severe Toxicity0.013543231
Low Tox 0.2763787 Moderate Con 0.376 Comparative_Framing
Feb 6, 2026 1 likes Inside Canada's Indian Invasion...
WHEN THOSE PEOPLE CRY IT NOURISHES MY SOUL
WHEN THOSE PEOPLE CRY IT NOURISHES MY SOUL
Identity Attack0.021083053
Insult0.06302499
Profanity0.099305905
Threat0.075531214
Severe Toxicity0.015415368
Low Tox 0.2763787 Low Con 0.26 Humor_Satire
Jan 15, 2026 3 likes 2.9 million Canadian temporary visas …
19:00 yeeeahhhh send em all back, none can stay
19:00 yeeeahhhh send em all back, none can stay
Identity Attack0.053854458
Insult0.06459839
Profanity0.060951006
Threat0.13815513
Severe Toxicity0.014576134
Low Tox 0.2763787 Low Con 0.265 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
All the European origin people complaining about immigrants in what used to be a native American land 😂
All the European origin people complaining about immigrants in what used to be a native American land 😂
Identity Attack0.28622448
Insult0.077136256
Profanity0.04592061
Threat0.008039144
Severe Toxicity0.0076675415
Low Tox 0.2763787 Low Con 0.202 Humor_Satire
Nov 12, 2025 Inside Canada's Indian Metropolis (Brampton)
Jeets will say its pakistan abs and China funded 🤣🤣
Jeets will say its pakistan abs and China funded 🤣🤣
Identity Attack0.28034934
Insult0.25800487
Profanity0.18171974
Threat0.07093142
Severe Toxicity0.023076924
Low Tox 0.2763787 Low Con 0.097
Jan 27, 2026 Inside Canada's Indian Invasion...
Immigrants don't want more Immigrants.
Immigrants don't want more Immigrants.
Identity Attack0.3043136
Insult0.06494803
Profanity0.024541125
Threat0.0083886795
Severe Toxicity0.007019043
Low Tox 0.2763787 Low Con 0.213
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Atleast they work, unlike the joos.
Atleast they work, unlike the joos.
Identity Attack0.19693321
Insult0.21602537
Profanity0.12158839
Threat0.0077802283
Severe Toxicity0.009269714
Low Tox 0.2763787 Low Con 0.215 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Here are the new rules to ruin your country even more.
Here are the new rules to ruin your country even more.
Identity Attack0.06522302
Insult0.07016616
Profanity0.026590679
Threat0.09623027
Severe Toxicity0.0077056885
Low Tox 0.2763787 Low Con 0.151
Jan 20, 2026 Canada’s new rules in 2026
As an Indian, you Indians in parilament will have to add more diversity to school circulums. If you don't want to assimilate with white people, then fine but you'll at least have to advocate for …
As an Indian, you Indians in parilament will have to add more diversity to school circulums. If you don't want to assimilate with white people, then fine but you'll at least have to advocate for indigenous languages to be pushed into Canadian schools.
Identity Attack0.36702603
Insult0.07270074
Profanity0.027273865
Threat0.008531082
Severe Toxicity0.007286072
Low Tox 0.2763787 Constructive 0.549 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
new immigrants should only be allowed to work in construction building houses. thats it. immigrants should NOT be allowed to work in IT or any white collar jobs. immigrants should NOT be allowed to buy …
new immigrants should only be allowed to work in construction building houses. thats it. immigrants should NOT be allowed to work in IT or any white collar jobs. immigrants should NOT be allowed to buy houses unless they build the house themselves by their own hands. immigrants should be increasing the housing supply, not decreasing it. immigrants should be required to build at least 1 house during their first year in canada, or be deported. only immigrants who have some experience working in construction can be allowed in. we should only accept young immigrants under 32, because only young people will assimilate. for those over 32 years old, must be rejected because they are too old and wont assimilate. immigrants should not be allowed into universities, theres no space and tuition is too high. only canada born canadians can attend universities. immigrants must also have a minimum net worth of $50K. their total assets of stocks, crypto, house, car, etc., must be at least $50K or deport. we dont need anymore poor immigrants!
Identity Attack0.3043136
Insult0.08582769
Profanity0.025087673
Threat0.012130005
Severe Toxicity0.011062622
Low Tox 0.2763787 Moderate Con 0.382
Aug 29, 2025 2 likes Why Canadians Are Turning Against …
That thumbnail is some sloooppp 😂😂
That thumbnail is some sloooppp 😂😂
Identity Attack0.010581387
Insult0.071116626
Profanity0.16869035
Threat0.010291707
Severe Toxicity0.012207031
Low Tox 0.2763787 Low Con 0.251 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Hopefully they all stay in Canada!!! Don’t come to the 🇺🇸 I.C.E will drag you out your car/house and send you back to your home country!!!
Hopefully they all stay in Canada!!! Don’t come to the 🇺🇸 I.C.E will drag you out your car/house and send you back to your home country!!!
Identity Attack0.27701542
Insult0.07333439
Profanity0.017777596
Threat0.03235042
Severe Toxicity0.01083374
Low Tox 0.2763787 Moderate Con 0.396 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
WHY DON’T THEY DO THEIR WORK AND ACTUALLY CONFIRM WHETHER SOME FAKE STUDENT FROM INDIA WHOSE NOW ILLEGALLY OVERSTAYING IN CANADA IS ACTUALLY NONCOMPLIANT? DO WHAT WE PAY YOUR FOR YOUR ACTUAL JOBS
WHY DON’T THEY DO THEIR WORK AND ACTUALLY CONFIRM WHETHER SOME FAKE STUDENT FROM INDIA WHOSE NOW ILLEGALLY OVERSTAYING IN CANADA IS ACTUALLY NONCOMPLIANT? DO WHAT WE PAY YOUR FOR YOUR ACTUAL JOBS
Identity Attack0.25986546
Insult0.15236975
Profanity0.020510335
Threat0.007417747
Severe Toxicity0.00667572
Low Tox 0.2763787 Low Con 0.261
Sep 30, 2025 IRCC Names India in Study …
I actually worked at Tim Hortons(I'm a white guy), and there were literally so many Indians that they'd order each other around in Hindi. They'd only speak English to me and the customers. I had …
I actually worked at Tim Hortons(I'm a white guy), and there were literally so many Indians that they'd order each other around in Hindi. They'd only speak English to me and the customers. I had a shift coordinator in fact who would reflexively give me orders in Hindi, and would get a little ticked off and repeat it in Hindi, and then when it clicked that I'm the only non-Hindi speaker there, he'd give 1 word orders like "Garbage" or "Sinks". The owner of the Tim Hortons also said that if I was a little slow or needed extra training, they wouldn't fire me because they don't like to keep rotating workers around, and instead would rather just retrain them. I was a tad bit slow(only because I was precise and not violating health and safety standards), and they fired me in like 10 seconds. Like my second monthly review, I was fired. I have a feeling it largely had to do with the fact that I was not Indian and didn't speak Hindi, so therefore the shift coordinators had less tolerance for me.
Identity Attack0.27914262
Insult0.16831873
Profanity0.20483992
Threat0.015429466
Severe Toxicity0.014059683
Low Tox 0.2763787 Constructive 0.757 Personal_Narrative
Jan 28, 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.