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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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Active: "The "immigrants" are not the …" 3,653 comments · Page 59 of 147
Canadians need more of you sensible immigrants to speak up and call out these disrespectful new Gimme Grints! Patition our so-called leaders groveling for these votes
Canadians need more of you sensible immigrants to speak up and call out these disrespectful new Gimme Grints! Patition our so-called leaders groveling for these votes
Identity Attack0.2774022
Insult0.24928534
Profanity0.024677763
Threat0.008815889
Severe Toxicity0.0073623657
Moderate 0.30854854 Low Con 0.287 Call_To_Action
Aug 26, 2025 Why Canadians Are Turning Against …
Problem is unlike America, MOST immigrants in Canada don't assimilate into a melting pot of their new host country. No such thing as a Canuck anymore. Nevertheless I'll take the Punjabis any day over the …
Problem is unlike America, MOST immigrants in Canada don't assimilate into a melting pot of their new host country. No such thing as a Canuck anymore. Nevertheless I'll take the Punjabis any day over the Pakis.
Identity Attack0.3819294
Insult0.16751462
Profanity0.05168226
Threat0.013424582
Severe Toxicity0.014640691
Moderate 0.30854854 Constructive 0.543 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Yes and you have to take a bus and stand for an hour and a half to get into the food bank while immigrants drive up in brand new cars and they go in separately …
Yes and you have to take a bus and stand for an hour and a half to get into the food bank while immigrants drive up in brand new cars and they go in separately so they get more food than entitled they cut the line while inside the food bank they try to snatch items off your table so tired of this rude behavior 🇨🇦
Identity Attack0.28034934
Insult0.19225755
Profanity0.026727317
Threat0.009463178
Severe Toxicity0.008010864
Moderate 0.30854854 Constructive 0.559
Aug 28, 2025 2 likes Why Canadians Are Turning Against …
Immigration without assimilation is INVASION
Immigration without assimilation is INVASION
Identity Attack0.2949366
Insult0.07396803
Profanity0.051181246
Threat0.011715741
Severe Toxicity0.017610285
Moderate 0.30854854 Low Con 0.252 Identity_Assertion
Feb 28, 2026 30 likes Inside Canada's Indian Invasion...
Immigration is the most devastating disaster in Canadastans history.
Immigration is the most devastating disaster in Canadastans history.
Identity Attack0.30256465
Insult0.15414265
Profanity0.022013342
Threat0.009281937
Severe Toxicity0.008888245
Moderate 0.30854854 Low Con 0.18
Jun 19, 2025 2 likes How Canada broke its immigration …
Most of them are South Asians but they are Canadians, not indians. Just like you are caucassian and Canadian, white people also originally didnt exist in this land. This video screams racism. Almost all of …
Most of them are South Asians but they are Canadians, not indians. Just like you are caucassian and Canadian, white people also originally didnt exist in this land. This video screams racism. Almost all of the people you see are legal immigrants , the government gives half a million PRs every year.
Identity Attack0.3802808
Insult0.11616662
Profanity0.022013342
Threat0.006686311
Severe Toxicity0.008049011
Moderate 0.30716252 Constructive 0.517
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
any deportations higher than zero deportations that have been happening......they give $10,000,000 to a convicted middle eastern murderer Omar Khadr....reward murderers and invite criminals in to freeload off Canadian tax payers.....they pay $50,000 for Canadian …
any deportations higher than zero deportations that have been happening......they give $10,000,000 to a convicted middle eastern murderer Omar Khadr....reward murderers and invite criminals in to freeload off Canadian tax payers.....they pay $50,000 for Canadian citizenship and the owners of the immigration agencies are involved and all drive G-Wagons.....CRA go look there!!!!!
Identity Attack0.18391247
Insult0.23704576
Profanity0.016957775
Threat0.053330876
Severe Toxicity0.011520386
Moderate 0.30716252 Low Con 0.203 Unverified_Claim
Dec 26, 2025 Deportations From Canada at Their …
We need to be honest about immigration. Its destroying this country.
We need to be honest about immigration. Its destroying this country.
Identity Attack0.28034934
Insult0.0838533
Profanity0.031140719
Threat0.044278983
Severe Toxicity0.009765625
Moderate 0.30716252 Moderate Con 0.329 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
More immigrants no body pay taxis
More immigrants no body pay taxis
Identity Attack0.33675182
Insult0.0817555
Profanity0.04491858
Threat0.009592636
Severe Toxicity0.012054443
Moderate 0.30716252 Low Con 0.24
Nov 24, 2025 Quebec Ends Economic Immigration Program …
We need a moratorium on immigration and these foreigners need to go back.
We need a moratorium on immigration and these foreigners need to go back.
Identity Attack0.37152436
Insult0.08533409
Profanity0.023584666
Threat0.020954676
Severe Toxicity0.011138916
Moderate 0.30716252 Low Con 0.211 Call_To_Action
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
no not 1 in 4 are immigrant 1 in 4 are Indian. let them run this country into the ground idc anymore. no more innovation and our elderly can fight to try and find retirement …
no not 1 in 4 are immigrant 1 in 4 are Indian. let them run this country into the ground idc anymore. no more innovation and our elderly can fight to try and find retirement homes.
Identity Attack0.37152436
Insult0.12159709
Profanity0.05168226
Threat0.012906751
Severe Toxicity0.014382465
Moderate 0.30716252 Moderate Con 0.348
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
They came on fraudulent student visas, with lies, those who had legal student visas, perfectly knew that there are steps towards immigration. Those who had fake visas, also perfectly knew the fact and pretended to …
They came on fraudulent student visas, with lies, those who had legal student visas, perfectly knew that there are steps towards immigration. Those who had fake visas, also perfectly knew the fact and pretended to be innocent with lies. Instead of following regulations, they started rioting in city squares, in city parks, making noise, throwing garbage. "Halt on Deportations: In response to the scandal, the Canadian government paused the deportation of the implicated students to investigate the situation further and consider alternative solutions.  Review of Cases:A process was put in place to review the cases of the affected students, particularly those who were victims of the fraud.  Fake Admissions:The students obtained their Canadian visas through a fraudulent agent who provided fake admission offers from Humber College, leading to their entry into the country.  Loss of Status:Upon discovering the fake letters, the students were deemed to have lost their study permit status, making them subject to deportation by the Canada Border Services Agency (CBSA).  Political Pressure:The New Democratic Party (NDP) in Canada called on the government to not deport these students, highlighting their exploitation and the circumstances under which they were brought to Canada.  Crackdown on Scammers:The government and authorities also began cracking down on the agents and fraudulent institutions that facilitated this scam, as the students were often unaware of the forged nature of their documents, according to the Canadian Federation of Students.  Advocacy for Students:Organizations and Members of Parliament (MPs) called on the government to show leniency towards the students, highlighting their victim status and advocating for waivers of deportation.
Identity Attack0.10221587
Insult0.26957804
Profanity0.06646215
Threat0.011974656
Severe Toxicity0.00919342
Moderate 0.30716252 Constructive 0.628 Unverified_Claim
Sep 23, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
If you had a choice to immigrate one race what would you pick Africans Mexicans Indians Muslim ??
If you had a choice to immigrate one race what would you pick Africans Mexicans Indians Muslim ??
Identity Attack0.3817989
Insult0.070482984
Profanity0.051431753
Threat0.0089712385
Severe Toxicity0.012207031
Moderate 0.3057765 Low Con 0.206 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada needs to be much more vigilant in who gets into this country, the legal immigration process is not robust enough and it is too easy to remain illegally. We don’t want to become a …
Canada needs to be much more vigilant in who gets into this country, the legal immigration process is not robust enough and it is too easy to remain illegally. We don’t want to become a harbour for criminal gangs or scammers!
Identity Attack0.09245483
Insult0.3126888
Profanity0.036401358
Threat0.009722093
Severe Toxicity0.005874634
Moderate 0.3057765 Moderate Con 0.498 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
What did they think was going to happen? These immigration consultants sold a lie.
What did they think was going to happen? These immigration consultants sold a lie.
Identity Attack0.11860296
Insult0.26196828
Profanity0.022354934
Threat0.007197669
Severe Toxicity0.0045776367
Moderate 0.3057765 Low Con 0.179
Jan 15, 2026 3 likes 2.9 million Canadian temporary visas …
No more benefits for 'asylum" seekers or immigrants. Let NGOs and private funds pay for it. All these benefits and government money bring abuse and grift. Turn off the taps, send them back.
No more benefits for 'asylum" seekers or immigrants. Let NGOs and private funds pay for it. All these benefits and government money bring abuse and grift. Turn off the taps, send them back.
Identity Attack0.2823795
Insult0.1711343
Profanity0.020373698
Threat0.0287245
Severe Toxicity0.009765625
Moderate 0.3057765 Low Con 0.252 Policy_Critique
Feb 24, 2026 6 likes 'We do know that there's …
Sure, but is Canada accepting all those so called asylum seekers from the US who are trying to escape Trump’s dragnet? Trudeau threw open our borders with his globalist and woke agenda and screwed the …
Sure, but is Canada accepting all those so called asylum seekers from the US who are trying to escape Trump’s dragnet? Trudeau threw open our borders with his globalist and woke agenda and screwed the immigration system
Identity Attack0.10221587
Insult0.24928534
Profanity0.19278693
Threat0.009799767
Severe Toxicity0.010070801
Moderate 0.3057765 Moderate Con 0.337
Dec 24, 2025 12 likes Deportations From Canada at Their …
Indian immigration should be taken a serious consideration all over the world. These frauds can go upto any limit.
Indian immigration should be taken a serious consideration all over the world. These frauds can go upto any limit.
Identity Attack0.3072352
Insult0.16839184
Profanity0.0741757
Threat0.01086132
Severe Toxicity0.011138916
Moderate 0.30539915 Low Con 0.252
Oct 4, 2025 1 likes IRCC Names India in Study …
There are far too many immigrants!! It doesn't even feel like home anymore!!
There are far too many immigrants!! It doesn't even feel like home anymore!!
Identity Attack0.36598656
Insult0.10587067
Profanity0.022764845
Threat0.008492245
Severe Toxicity0.010223389
Moderate 0.30539915 Moderate Con 0.371
Nov 23, 2025 1 likes Quebec Ends Economic Immigration Program …
Corrupted broken chaotic immigration policy shame on
Corrupted broken chaotic immigration policy shame on
Identity Attack0.012654406
Insult0.18459968
Profanity0.00015652573
Threat0.0005080945
Severe Toxicity0.0000058860746
Moderate 0.30536097 Policy_Critique
Dec 8, 2025
Aspects like religion, race, language are big factors that shape a culture. No country wants mass immigration but you can not blame Indians for this mess. Though Brampton might be an exception (Sikh and Pakistani …
Aspects like religion, race, language are big factors that shape a culture. No country wants mass immigration but you can not blame Indians for this mess. Though Brampton might be an exception (Sikh and Pakistani illegals coming as hardcore radicals) Most Indians (non-Sikh) come legally, are law abiding, pay taxes and work hard just like immigrant forefathers of the whiteys. If the current whiteys have issues, they should elect good politicians but stop being r@cist towards Indians just due to skin color
Identity Attack0.3817989
Insult0.1640896
Profanity0.10982819
Threat0.014048163
Severe Toxicity0.015544481
Moderate 0.30527395 Constructive 0.693
Oct 4, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Mortgage fraud has also increased DRASTICALLY since the influx of new immigrants coming to Canada within the last 10 years. And who is doing the fraud? 95% of the fraud cases are new immigrants from …
Mortgage fraud has also increased DRASTICALLY since the influx of new immigrants coming to Canada within the last 10 years. And who is doing the fraud? 95% of the fraud cases are new immigrants from India. There are many good people that come from india, but there are FAR more than don't assimilate, have no interest in ever assimilating, and they abuse our social systems, stealing from every Canadian as well as cause our quality of life to drastically drop. Our healthcare systems are beyond overloaded and bursting at the seams, our housing prices have skyrocketed, our house and auto insurance rates have also gone through the roof. And speaking of going through the roof, numerous houses were lit on fire late last year from new immigrants irresponsibly lighting off MASSIVE amounts of fireworks during Diwali, then you have the crowds of Indian families going to our previously pristine beaches and digging pits, which they then proceeded to use as their bathroom. People were actually selling "Beach $hitter" t-shirts because the problem was getting so common. Immigration is ok, but the amount of people the Canadian government has allowed into Canada, ALL from totally different cultural origins, in such a short amount of time was never, and will never be sustainable. In my opinion, Canada needs to full stop close its borders to anyone immigrating for at minimum 5-10 years, to allow the countries infostructure time to catch up with the masses of people who have already come into the country. But that will never happen with the liberals at the helm, they would literally get rid of the whole concept of a "border" if they could. Elbows up ya dorks!
Identity Attack0.36702603
Insult0.18852992
Profanity0.031140719
Threat0.009644418
Severe Toxicity0.014188796
Moderate 0.30527395 Constructive 0.676 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Blame the previous government for letting unchecked immigrants enter our country. We Canadians are now minorities !!
Blame the previous government for letting unchecked immigrants enter our country. We Canadians are now minorities !!
Identity Attack0.36702603
Insult0.15556364
Profanity0.016889455
Threat0.008893564
Severe Toxicity0.009841919
Moderate 0.30527395 Moderate Con 0.327 Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
No one having kids ,no brainer ,life is expensive, immigration is not fixing our economy.
No one having kids ,no brainer ,life is expensive, immigration is not fixing our economy.
Identity Attack0.16801116
Insult0.23704576
Profanity0.023584666
Threat0.008738215
Severe Toxicity0.0090408325
Moderate 0.30527395 Moderate Con 0.35
Sep 1, 2025 Why Canadians Are Turning Against …
It's funny how true it is, "immigrants getting mad about other immigrants"
It's funny how true it is, "immigrants getting mad about other immigrants"
Identity Attack0.36702603
Insult0.15556364
Profanity0.049427703
Threat0.008272167
Severe Toxicity0.0075149536
Moderate 0.30527395 Moderate Con 0.391
Sep 10, 2025 2 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.