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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

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Active: "Its not the people who …" 4,268 comments · Page 129 of 171
The quality of every aspect of life has been reduced severely in Brampton by these people.
The quality of every aspect of life has been reduced severely in Brampton by these people.
Identity Attack0.030175667
Insult0.05262003
Profanity0.013473531
Threat0.008492245
Severe Toxicity0.0024986267
Low Tox 0.13041082 Moderate Con 0.397
Jan 27, 2026 Inside Canada's Indian Invasion...
I find more Chinese’s people and philo people here
I find more Chinese’s people and philo people here
Identity Attack0.11860296
Insult0.032248367
Profanity0.034146797
Threat0.00823333
Severe Toxicity0.0050354004
Low Tox 0.13041082 Moderate Con 0.439 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
I live in Brampton born and raised. Indians are generally nice people but this new generation of immigrants that came around covid time were different. Working at places like Walmart now feels like a job …
I live in Brampton born and raised. Indians are generally nice people but this new generation of immigrants that came around covid time were different. Working at places like Walmart now feels like a job not meant for us Canadians. Entire work place blasting Punjabi music and speaking in another language. Imagine feeling foreign in your own country while trying to work.
Identity Attack0.116281845
Insult0.0350029
Profanity0.015420608
Threat0.006543908
Severe Toxicity0.0030708313
Low Tox 0.12867521 Constructive 0.682 Personal_Narrative
Feb 14, 2026 Inside Canada's Indian Invasion...
I just want Canada from 10-15 years ago man. I'm not full on anti-immigration, I still want to allow some people in. But we need to put a stop to mass immigration. Immigration without assimilation …
I just want Canada from 10-15 years ago man. I'm not full on anti-immigration, I still want to allow some people in. But we need to put a stop to mass immigration. Immigration without assimilation is just an invasion.
Identity Attack0.10221587
Insult0.02982438
Profanity0.013405213
Threat0.008220384
Severe Toxicity0.0030899048
Low Tox 0.12867521 Constructive 0.644 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
You should come and see the Canadian dream being sold to Punjabis here. Also watch the movie "Dunkee" and you'll all know how bad the desperation to move to the west, is. Btw i live …
You should come and see the Canadian dream being sold to Punjabis here. Also watch the movie "Dunkee" and you'll all know how bad the desperation to move to the west, is. Btw i live in India and have no plans on migrating anywhere. It ain't great here but if we all keep leaving for greener pastures, it won't ever get better. We literally have a Visa temple in South India where people go to pray for their Visas to get approved. It's extremely sad honestly.
Identity Attack0.10221587
Insult0.04090862
Profanity0.015420608
Threat0.006861079
Severe Toxicity0.002937317
Low Tox 0.12867521 Constructive 0.673 Personal_Narrative
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Indians are nice people usually. There are just tooooo many of them.
Indians are nice people usually. There are just tooooo many of them.
Identity Attack0.109318495
Insult0.030375287
Profanity0.04491858
Threat0.008103873
Severe Toxicity0.004558563
Low Tox 0.12867521 Moderate Con 0.416 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Sikhs are good people tho it's just too many so from now on too many
Sikhs are good people tho it's just too many so from now on too many
Identity Attack0.10221587
Insult0.029604018
Profanity0.040910475
Threat0.012233571
Severe Toxicity0.007019043
Low Tox 0.12867521 Moderate Con 0.422 Identity_Assertion
Jan 26, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
It’s getting harder and harder for people to watch what happens in the House of Commons without feeling downright furious. Every day, Canadians work long hours, pay crushing taxes, and deal with rising costs — …
It’s getting harder and harder for people to watch what happens in the House of Commons without feeling downright furious. Every day, Canadians work long hours, pay crushing taxes, and deal with rising costs — and for what? To watch elected officials sit in Parliament and turn Canadian issues into a circus. It feels like half the time they’re more interested in scoring cheap political points than actually solving anything. The constant bickering, yelling, and rehearsed “outrage” looks less like leadership and more like a never‑ending performance meant to distract us from how little actually gets done. How much do you think each of them makes just sitting there doing nothing all day, and calling it a job. THE REAL CROOKS OF CANADA Politicians. Blame the Indians who come to work in Canada when send billions to Ukraine. WAKE UP CANADA TO REAL PROBLEM
Identity Attack0.026609946
Insult0.07016616
Profanity0.020168742
Threat0.008077981
Severe Toxicity0.0027656555
Low Tox 0.12867521 Moderate Con 0.49 Policy_Critique
Feb 5, 2026 Inside Canada's Indian Invasion...
I still see streets are full of people and especially Toronto and lots of food delivery drivers so it is a lie and I don't believe it.
I still see streets are full of people and especially Toronto and lots of food delivery drivers so it is a lie and I don't believe it.
Identity Attack0.006289636
Insult0.07016616
Profanity0.013166099
Threat0.006317357
Severe Toxicity0.0013923645
Low Tox 0.12867521 Constructive 0.633 Unverified_Claim
Dec 24, 2025 1 likes Deportations From Canada at Their …
I’m not even Indian or part of any of the people he mentioned but that guys with the bike deserves how he is only owning a bike instead of a car
I’m not even Indian or part of any of the people he mentioned but that guys with the bike deserves how he is only owning a bike instead of a car
Identity Attack0.06249457
Insult0.045007613
Profanity0.025497584
Threat0.008323951
Severe Toxicity0.0037002563
Low Tox 0.12867521 Constructive 0.506 Moral_Argument
Feb 3, 2026 Inside Canada's Indian Invasion...
Are these not the same "people" who ride around (sometimes on horseback) with long swords????
Are these not the same "people" who ride around (sometimes on horseback) with long swords????
Identity Attack0.0066596144
Insult0.031697463
Profanity0.018529098
Threat0.048481647
Severe Toxicity0.004196167
Low Tox 0.1269396 Low Con 0.172
Sep 22, 2025 38 likes Inside Canada's Indian Metropolis (Brampton)
What do they do in the temples, sing "what a friend we have in Shiva"? On the good side though, they don't try to lure people into their religion, like Christians do. I've never had …
What do they do in the temples, sing "what a friend we have in Shiva"? On the good side though, they don't try to lure people into their religion, like Christians do. I've never had an Indian come to my door and say "have you heard about Ganesh? Here are some free pamphlets. Perhaps we could come in and discuss your soul getting saved from Naraka". Maybe they tried it a few times and it didn't go well.
Identity Attack0.13591312
Insult0.02982438
Profanity0.01941724
Threat0.0077025536
Severe Toxicity0.0031471252
Low Tox 0.1269396 Constructive 0.711
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Funny and sad that people think that we don’t pay any taxes 😂ya bud are you high??
Funny and sad that people think that we don’t pay any taxes 😂ya bud are you high??
Identity Attack0.0093974555
Insult0.06442356
Profanity0.022764845
Threat0.0065050707
Severe Toxicity0.0028419495
Low Tox 0.1269396 Low Con 0.249 Humor_Satire
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
We should deport 2 million people, not 20k. When imported 2.5 million people from 2025 to 2021.
We should deport 2 million people, not 20k. When imported 2.5 million people from 2025 to 2021.
Identity Attack0.060675595
Insult0.021997316
Profanity0.013302735
Threat0.022853967
Severe Toxicity0.004081726
Low Tox 0.1269396 Moderate Con 0.37
Dec 29, 2025 Deportations From Canada at Their …
I blamed our people running the government, flip flops connection
I blamed our people running the government, flip flops connection
Identity Attack0.012139536
Insult0.05086332
Profanity0.022559889
Threat0.008505191
Severe Toxicity0.0023651123
Low Tox 0.1269396 Low Con 0.271 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Ya...Mr mandate. I won't bring in mandates...brings in mandates. Talks to Independence people rudely. Kenny can take a hike, to put it mildly. Insider establishment uniparty guy.
Ya...Mr mandate. I won't bring in mandates...brings in mandates. Talks to Independence people rudely. Kenny can take a hike, to put it mildly. Insider establishment uniparty guy.
Identity Attack0.008361516
Insult0.06687108
Profanity0.016411226
Threat0.0097738765
Severe Toxicity0.0019836426
Low Tox 0.1269396 Moderate Con 0.362
Feb 17, 2026 3 likes LILLEY UNLEASHED: The fall of …
ENOUGH .... why do all " asylum " people .....THROW THEIR PAPERS away before arriving..... Every sovereign nation has the right to "CHOOSE " who they wish to enter the country
ENOUGH .... why do all " asylum " people .....THROW THEIR PAPERS away before arriving..... Every sovereign nation has the right to "CHOOSE " who they wish to enter the country
Identity Attack0.083355546
Insult0.028832749
Profanity0.0137468055
Threat0.009281937
Severe Toxicity0.0037956238
Low Tox 0.1269396 Moderate Con 0.331
Dec 24, 2025 1 likes Deportations From Canada at Their …
Because we were raised in so much peace and we were protected so much from fighting by the ones who fought the most to get here. Through their protection and confidence that their sacrifice was …
Because we were raised in so much peace and we were protected so much from fighting by the ones who fought the most to get here. Through their protection and confidence that their sacrifice was enough....we were never taught how to fight for our rights. We were fed the lie that their sacrifice was enough. It's sad to see after 100 years all of that blood shed was still not enough. Lest we forget. We have always been treated as a company, but with respect of our growing culture. Now we are treated as a commodity, and being stripped of the culture here and replaced by people from around the world fleeing their own, but wanting to bring it here to our home. By the reverse promise that by leaving their home is going to make it better AND it hasn't and that's clear.
Identity Attack0.01191331
Insult0.06477321
Profanity0.033144772
Threat0.009566744
Severe Toxicity0.0031852722
Low Tox 0.1269396 Constructive 0.756 Identity_Assertion
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
The most dangerous part is that many of them are working as nurses now. I am a nurse and have been training these people from India. To be honest, it is very a hard and …
The most dangerous part is that many of them are working as nurses now. I am a nurse and have been training these people from India. To be honest, it is very a hard and frustrating process cos I have to teach them even the most basic skills like taking a blood pressure or covid swab cos they know nothing. Hospitals are hiring them because they believe their “ lmany” years of nursing experience in India. Then I found out that in their country, nursing is only 3 years compared to 4 years in Canada and they do not require a nursing license to work as nurses in India. They come here, go to review centres to pass the licensure exam. And the College of nurses of Ontario allow this! Nursing is stressful enough and we do not have time to teach English and basis nursing. There are still many Canadian nurses I know looking for a job but they don’t even get an invite for an interview because even the HR department are Indians. Seriously, these people need to get investigated.
Identity Attack0.08749158
Insult0.059061307
Profanity0.035900343
Threat0.008712323
Severe Toxicity0.004119873
Low Tox 0.1269396 Constructive 0.802
Sep 30, 2025 109 likes IRCC Names India in Study …
It’s worth noting j*ws & Indians are good at one thing, to keep you distracted from the real issues. Both have created a tight-knit networks form, leading to hiring that favors people from the same …
It’s worth noting j*ws & Indians are good at one thing, to keep you distracted from the real issues. Both have created a tight-knit networks form, leading to hiring that favors people from the same community rather than merit this gives them huge benefits
Identity Attack0.11047905
Insult0.03511308
Profanity0.05543986
Threat0.008039144
Severe Toxicity0.004863739
Low Tox 0.1269396 Moderate Con 0.338 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Why do people keep assuming that you just jump the border and get into Canada? Keep crying. Everybody here came legally, so stop assuming otherwise. Just because you see a lot of us doesn’t mean …
Why do people keep assuming that you just jump the border and get into Canada? Keep crying. Everybody here came legally, so stop assuming otherwise. Just because you see a lot of us doesn’t mean anyone came illegally. Is it our fault there are many of us? Most foreigners can’t even pass the IELTS to qualify for a study or work visa, so either accept it or move on.
Identity Attack0.055673428
Insult0.047349896
Profanity0.01627459
Threat0.0074565844
Severe Toxicity0.0027656555
Low Tox 0.12520397 Moderate Con 0.481 Moral_Argument
Sep 21, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Next time try not to talk to only homeless Canadians 8:34 the guy says they don't work and also say they work for Indian on cash so that guy himself can't decide do they work …
Next time try not to talk to only homeless Canadians 8:34 the guy says they don't work and also say they work for Indian on cash so that guy himself can't decide do they work or not. You should try talking to others who are born canadians as everyone knows people can't live without work and indians work too making the community to grow and expand and more rich, so better go in everyone's shoes before saying anything about them.
Identity Attack0.10221587
Insult0.036325075
Profanity0.012243799
Threat0.006440342
Severe Toxicity0.0022411346
Low Tox 0.12520397 Constructive 0.668
Nov 19, 2025 Inside Canada's Indian Metropolis (Brampton)
There are 20 recipes online for curry and butter chicken. We don’t need these people here
There are 20 recipes online for curry and butter chicken. We don’t need these people here
Identity Attack0.013043936
Insult0.057890166
Profanity0.018324144
Threat0.0070552654
Severe Toxicity0.002374649
Low Tox 0.12520397 Low Con 0.251 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
These people are getting out of hand
These people are getting out of hand
Identity Attack0.014752249
Insult0.045593183
Profanity0.029050145
Threat0.00948907
Severe Toxicity0.0026893616
Low Tox 0.12520397 Low Con 0.246
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadians aren't having kids because they are paying for immigrated people who are having more kids and taking more money from Canadians who have to continue to pay for their entire families, and they don't …
Canadians aren't having kids because they are paying for immigrated people who are having more kids and taking more money from Canadians who have to continue to pay for their entire families, and they don't give back to Canada
Identity Attack0.10221587
Insult0.031917825
Profanity0.012243799
Threat0.006317357
Severe Toxicity0.002784729
Low Tox 0.12520397 Moderate Con 0.448
Aug 26, 2025 1 likes Why Canadians Are Turning Against …

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.