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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: "We are with you, Canada." 6,088 comments · Page 161 of 244
I am First Nations and I have been concerned about how the face and language of Canada has changed. The first thing we noticed in our small town was that the taxi companies were taken …
I am First Nations and I have been concerned about how the face and language of Canada has changed. The first thing we noticed in our small town was that the taxi companies were taken over by East Indians. Now days you are hard pressed to get a taxi anywhere in Canada and get a driver who hails from India. I used to like Tim Horton's until I needed an interpreter to make my order, one doesn't speak English so, she had to get another worker to take my order. You go into any 7/11 or any gas station, or convenience store. All are staffed by people from India. But, it isn't just Indians. There are many other immigrants coming to Canada from China, Japan etc. None of these immigrants do not speak very good English. I have faced prejudice from these people who do not recognize my rights as an indigenous person. Going for an xray, blood test the field is mostly Asian. I have to get cataract surgery and I couldn't understand the Chinese receptionist and had to spell most of what I said to her. That means their business is mostly with Chinese-speaking people. As a First Nations person my status will always be a minority. With every immigrant that comes to Canada my status as an indigenous person diminishes. Taking transit shows me that english or french are ever spoken. Canadians are the new minority.
Identity Attack0.10221587
Insult0.054962315
Profanity0.020646973
Threat0.008401625
Severe Toxicity0.0042533875
Low Tox 0.13214645 Constructive 0.806 Identity_Assertion
Sep 21, 2025 1 likes Why Canadians Are Turning Against …
As an Indian living in India, I’d say it was your country’s government’s problem and mistake, similar to what the UK is doing now. Aside from government or policies, Indians immigrating to Canada is something …
As an Indian living in India, I’d say it was your country’s government’s problem and mistake, similar to what the UK is doing now. Aside from government or policies, Indians immigrating to Canada is something that dates back to the British era, when Britain sent a group of Indians, specifically Sikhs, for security or labor work in Canada. This started the trend of Sikhs (turban-wearing ones) moving there. In modern times, the West was richer in terms of education and infra compared to Asia, which attracted many normal students and families immigrants also. Canada and America were built by immigrants, but now things are saturated, which I understand, and that’s where the resentment comes from. The majority Sikh state ( punjab) in India is still behind in development and job wise cooperation, and the historical pattern from the British era of moving to Canada for a better life has become a norm for many young people there. The close, collaborative nature of Sikhs—like a cousin in Canada inviting another cousin from India to come over, open a shop, work together, or share housing—is another reason many don’t hesitate to immigrate. These are some of the reasons behind mass immigration from India. Now, with saturation, the resentment toward immigration has grown. India itself faces issues with immigrants who live off our taxes, take rights meant for native children, and abuse policies, laws, or the environment. At least Canada has better-off immigrants—educated and contributing to the economy. While some may depend on taxes, most are hardworking and self-sufficient; otherwise, Canada’s economy would have collapsed by now. In end i can understand the hatred but you guys should stop this yourselves - not hunting them but prevent more.
Identity Attack0.11280017
Insult0.047935467
Profanity0.017504321
Threat0.0074048014
Severe Toxicity0.0031280518
Low Tox 0.13041082 Constructive 0.817 Comparative_Framing
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
The worst thing happening in Canada right now.
The worst thing happening in Canada right now.
Identity Attack0.06522302
Insult0.033019636
Profanity0.016069634
Threat0.008738215
Severe Toxicity0.0033187866
Low Tox 0.13041082 Moderate Con 0.302
Nov 15, 2025 Inside Canada's Indian Metropolis (Brampton)
instead of pushing that movement in their own country they come to canada where theres no push back lol
instead of pushing that movement in their own country they come to canada where theres no push back lol
Identity Attack0.08170113
Insult0.03599453
Profanity0.019280603
Threat0.007301235
Severe Toxicity0.0030899048
Low Tox 0.13041082 Low Con 0.177
Jan 27, 2026 Inside Canada's Indian Invasion...
zero assimilation. theyre just transplanting a bit of India into Canada....just like they do throughout the west. and looking at India today, WOW.....Canada is in for a bit of a surprise.
zero assimilation. theyre just transplanting a bit of India into Canada....just like they do throughout the west. and looking at India today, WOW.....Canada is in for a bit of a surprise.
Identity Attack0.11396073
Insult0.032468732
Profanity0.013200258
Threat0.0065697995
Severe Toxicity0.0032424927
Low Tox 0.13041082 Low Con 0.242
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
If the majority of the people from India stay in gta and work service related jobs in their community we need to ask ourselves as Canadians what benefit they bring to Canada as a whole …
If the majority of the people from India stay in gta and work service related jobs in their community we need to ask ourselves as Canadians what benefit they bring to Canada as a whole and if we need this kind of immigration in the first place. If they never came here, Brampton would have still been a small town and Canadian economy would not change for the worst because of it.
Identity Attack0.12556632
Insult0.031697463
Profanity0.013439372
Threat0.0067834044
Severe Toxicity0.0031280518
Low Tox 0.13041082 Constructive 0.559
Nov 18, 2025 Inside Canada's Indian Metropolis (Brampton)
came to Canada 40 years ago. I’ve lived both sides of the coin — dignity and opportunity, but also racism. Telling immigrants to ‘leave their values and cultures’ is wrong. What makes Canada strong is …
came to Canada 40 years ago. I’ve lived both sides of the coin — dignity and opportunity, but also racism. Telling immigrants to ‘leave their values and cultures’ is wrong. What makes Canada strong is multiculturalism: we bring our values, humanity, and traditions, and we mix them with Canadian society. That doesn’t divide us — it makes us Canadian. Stop spreading racism by saying culture doesn’t belong here. You can be Canadian and bring your culture, that’s what multiculturalism means.
Identity Attack0.099899694
Insult0.053205602
Profanity0.016103793
Threat0.006809296
Severe Toxicity0.0029945374
Low Tox 0.13041082 Constructive 0.765 Personal_Narrative
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
Like, Canada people don't know what is going on in your country.
Like, Canada people don't know what is going on in your country.
Identity Attack0.10221587
Insult0.03511308
Profanity0.0118680475
Threat0.0065956907
Severe Toxicity0.0024414062
Low Tox 0.13041082 Low Con 0.238 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Self defense is illegal in Canada 😂 not even allowed pepper spray
Self defense is illegal in Canada 😂 not even allowed pepper spray
Identity Attack0.06929302
Insult0.042665333
Profanity0.01887069
Threat0.007586042
Severe Toxicity0.0037002563
Low Tox 0.13041082 Low Con 0.203 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Canada has an aging population the old out numbered the young that's why they brought immigrants
Canada has an aging population the old out numbered the young that's why they brought immigrants
Identity Attack0.10221587
Insult0.033460364
Profanity0.013610168
Threat0.006479179
Severe Toxicity0.002937317
Low Tox 0.12867521 Moderate Con 0.351
Nov 5, 2025 Inside Canada's Indian Metropolis (Brampton)
How about immigrants pay a nominal fee to gain entry to Canada covering legal processing that proves they are not criminals and that they can support themselves while here. Failure to these comply with these …
How about immigrants pay a nominal fee to gain entry to Canada covering legal processing that proves they are not criminals and that they can support themselves while here. Failure to these comply with these terms or any bad behaviour should result in automatic deportation. Otherwise, who is to pay for all their needs. Canadian households can no longer bear the weight of this illogical 'aid' to foreigners.
Identity Attack0.10221587
Insult0.046178754
Profanity0.012038844
Threat0.007081157
Severe Toxicity0.0024795532
Low Tox 0.12867521 Moderate Con 0.434
Dec 12, 2025 Quebec Ends Economic Immigration Program …
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...
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...
Canada and UK are the provinces of India
Canada and UK are the provinces of India
Identity Attack0.10221587
Insult0.035553806
Profanity0.02932342
Threat0.0074306927
Severe Toxicity0.004673004
Low Tox 0.12867521 Low Con 0.196 Identity_Assertion
Oct 14, 2025 Inside Canada's Indian Metropolis (Brampton)
If somebody ask me to come to Canada? I will say, oh are you going to India?
If somebody ask me to come to Canada? I will say, oh are you going to India?
Identity Attack0.10221587
Insult0.02708937
Profanity0.021398475
Threat0.008582866
Severe Toxicity0.003929138
Low Tox 0.12867521 Moderate Con 0.381 Humor_Satire
Jan 26, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
It's about time Canada is controlling this ILLEGALS situations.
It's about time Canada is controlling this ILLEGALS situations.
Identity Attack0.099899694
Insult0.042665333
Profanity0.012277958
Threat0.0072106146
Severe Toxicity0.0032424927
Low Tox 0.1269396 Low Con 0.21 Policy_Critique
Dec 30, 2025 1 likes Deportations From Canada at Their …
They will never fit into Canada
They will never fit into Canada
Identity Attack0.08749158
Insult0.029163294
Profanity0.015215653
Threat0.0103175985
Severe Toxicity0.0030517578
Low Tox 0.1269396 Low Con 0.207 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
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 …
CANADA HAS FALLEN BECAUSE OF THE LIBERAL GOVERNMENT! IT WILL NEVER BE THE WAY IT WAS. ACCEPT IT! THIS IS THE NEW NORM HERE
CANADA HAS FALLEN BECAUSE OF THE LIBERAL GOVERNMENT! IT WILL NEVER BE THE WAY IT WAS. ACCEPT IT! THIS IS THE NEW NORM HERE
Identity Attack0.04435511
Insult0.058475737
Profanity0.013473531
Threat0.007029374
Severe Toxicity0.002937317
Low Tox 0.1269396 Low Con 0.19
Aug 27, 2025 Why Canadians Are Turning Against …
That guy talking about Islam video, is at least 10 years old. I watched that when I immigrated to another country. So this report is far behind of times. Just like Canada my country is …
That guy talking about Islam video, is at least 10 years old. I watched that when I immigrated to another country. So this report is far behind of times. Just like Canada my country is getting bashed for non action, questioning or awareness. Canadian govt had been informed time and again about the criminals they are importing but they did not care. Unfortunately the media covered up and independent sources like this forum did not exist at the time.
Identity Attack0.099899694
Insult0.047349896
Profanity0.013780965
Threat0.007262398
Severe Toxicity0.0027656555
Low Tox 0.1269396 Constructive 0.699
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
It's Canada's fault. Assimilation should have been the goal....not Multiculturalism.
It's Canada's fault. Assimilation should have been the goal....not Multiculturalism.
Identity Attack0.10221587
Insult0.031146556
Profanity0.01220964
Threat0.006925808
Severe Toxicity0.0032997131
Low Tox 0.1269396 Low Con 0.27 Policy_Critique
Feb 14, 2026 Inside Canada's Indian Invasion...
Poor Canada...
Poor Canada...
Identity Attack0.06704199
Insult0.06267534
Profanity0.0108774295
Threat0.006925808
Severe Toxicity0.0026893616
Low Tox 0.1269396 Moderate Con 0.376 Fear_Threat
Oct 15, 2025 Inside Canada's Indian Metropolis (Brampton)
Send them back..all of them who do not want to follow Canada's laws and culture.
Send them back..all of them who do not want to follow Canada's laws and culture.
Identity Attack0.06929302
Insult0.032138187
Profanity0.011628932
Threat0.017674083
Severe Toxicity0.0038146973
Low Tox 0.1269396 Low Con 0.255 Call_To_Action
Aug 25, 2025 Why Canadians Are Turning Against …
We need more immigrants that actually invest in Canada like Chinese immigrants
We need more immigrants that actually invest in Canada like Chinese immigrants
Identity Attack0.11976352
Insult0.027605021
Profanity0.015625564
Threat0.006861079
Severe Toxicity0.003528595
Low Tox 0.1269396 Low Con 0.254
Jan 15, 2026 4 likes 2.9 million Canadian temporary visas …
By 2050, 99% of Canada's pop will be Jeets. Mark my words
By 2050, 99% of Canada's pop will be Jeets. Mark my words
Identity Attack0.06431354
Insult0.06023245
Profanity0.018187506
Threat0.00866054
Severe Toxicity0.0036239624
Low Tox 0.12520397 Low Con 0.25 Unverified_Claim
Dec 27, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)

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.