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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

click to expand

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: "Start with the criminals we …" 11 comments
KKKanada wants to send people back, lets start by sending the white settlers back to where they came from, including this white colonial bitch. Wanna criminalize migration, let's start by giving back all the stolen …
KKKanada wants to send people back, lets start by sending the white settlers back to where they came from, including this white colonial bitch. Wanna criminalize migration, let's start by giving back all the stolen resources and knowledge to the indigenous people of not only this stolen land but what Imperial powers, like the British crown took and continues to take from country like India. It is amazing how quick people are to blame individuals but forget that Europe, Canada and US stole more than half of the world's resources, peoples and knowledge. There is a reason why resources, knowledge and wealth are accumulated in the West. Want to stop people from coming in? GIVE OUR DAMN RESOURCES, LAND AND KNOWLEDGE BACK.
Identity Attack0.55044734
Insult0.5177041
Profanity0.39409557
Threat0.060119797
Severe Toxicity0.16960317
Moderate 0.52811706 Moderate Con 0.425 Identity Attack Insult Moral_Argument
Sep 30, 2025 IRCC Names India in Study …
Well thats a start, how about tripleing it by monthly and stop the bleeding of our economy to these criminals . Lawyers are opertunistic thieves .
Well thats a start, how about tripleing it by monthly and stop the bleeding of our economy to these criminals . Lawyers are opertunistic thieves .
Identity Attack0.07591068
Insult0.5678696
Profanity0.11168506
Threat0.012181788
Severe Toxicity0.016125489
Moderate 0.48141238 Low Con 0.214 Insult Policy_Critique
Dec 25, 2025 Deportations From Canada at Their …
Why? How? I'd say blame it on former Trudeau and his team of misfits that allowed criminals to enter our country. Immigrant that exceeded the limit. Allowing rights for stuff like genders and equality and …
Why? How? I'd say blame it on former Trudeau and his team of misfits that allowed criminals to enter our country. Immigrant that exceeded the limit. Allowing rights for stuff like genders and equality and all other fucked up mental issues. Government talks a big game but barely do anything. And yes blame it on the same Canadian people who voted again with liberals that started all this in the first place. It's frustrating
Identity Attack0.38230872
Insult0.4794537
Profanity0.41255033
Threat0.011379151
Severe Toxicity0.02439716
Moderate 0.47886392 Constructive 0.535
Sep 1, 2025 Why Canadians Are Turning Against …
I'M AN ASIAN IMMIGRANT WHO IS TOTALLY EMBARRASSED AND ASHAMED OF THESE NEW MASSIVE ASIAN IMMIGRANTS THAT BRING SHAME AND EMBARRASSMENT TO THIS WONDERFUL AND GIVING COUNTRY, AND TO HARD-WORKING, LAW-ABIDING IMMIGRANTS OF YESTER-YEARS. CANADA …
I'M AN ASIAN IMMIGRANT WHO IS TOTALLY EMBARRASSED AND ASHAMED OF THESE NEW MASSIVE ASIAN IMMIGRANTS THAT BRING SHAME AND EMBARRASSMENT TO THIS WONDERFUL AND GIVING COUNTRY, AND TO HARD-WORKING, LAW-ABIDING IMMIGRANTS OF YESTER-YEARS. CANADA OUGHT TO REASSESS ITS PROTOCOLS & STANDARDS REQUIREMENTS SURROUNDING IMMIGRATION. I WOULD START BARRING ANYONE WITH CRIMINAL RECORDS - NO EXCEPTIONS, WHILE DEPORTING THOSE WHO COMMITTED CRIME IN THIS COUNTRY ! I PERSONALLY APOLOGIZE TO ALL CANADIAN CITIZENS AT LARGE FOR THESE UNDESIRABLE IMMIGRANTS.
Identity Attack0.46028158
Insult0.37960073
Profanity0.06646215
Threat0.025616571
Severe Toxicity0.023076924
Moderate 0.41910073 Constructive 0.515 Personal_Narrative
Aug 26, 2025 Why Canadians Are Turning Against …
Start mass deportations for cheaters and criminals
Start mass deportations for cheaters and criminals
Identity Attack0.18391247
Insult0.36365277
Profanity0.10797132
Threat0.13815513
Severe Toxicity0.019095084
Moderate 0.3811502 Low Con 0.124 Call_To_Action
Oct 14, 2025 1 likes IRCC Names India in Study …
They are given 50,000 and I'm given nothing to start up my family while being born here and being raised in a poor family! Also those crossing the border Illgeally should be treated like criminals! …
They are given 50,000 and I'm given nothing to start up my family while being born here and being raised in a poor family! Also those crossing the border Illgeally should be treated like criminals! Can I go to your country illegally? So why with mine??? More people made rent higher, lower wages from competition and traffic is crazy now! Immigration has helped anyone but the immigrant and made my life harder.. all for being nice. Being nice doenst have any benefits except for being Walked on. Trudeau is just trying to buy votes
Identity Attack0.28034934
Insult0.3388922
Profanity0.06746418
Threat0.010395273
Severe Toxicity0.015867263
Moderate 0.36095104 Constructive 0.706
Jan 15, 2019 How much do refugees and …
Start with the criminals we let in!
Start with the criminals we let in!
Identity Attack0.025605056
Insult0.25205973
Profanity0.02433617
Threat0.039256934
Severe Toxicity0.006752014
Moderate 0.31963667 Low Con 0.131 Call_To_Action
Dec 24, 2025 1 likes Deportations From Canada at Their …
In the first place they haven’t come here for studies - when you started giving student visa to gangsters, criminals and without any credentials- this is what happens. You created a whole fake college visa …
In the first place they haven’t come here for studies - when you started giving student visa to gangsters, criminals and without any credentials- this is what happens. You created a whole fake college visa scam to pocket the money - giving dubious one year diploma which can never give any job skill. Advertising it’s a pathway for citizenship . There are better colleges in India where these visa seekers can never enter due to the standards
Identity Attack0.17769934
Insult0.24928534
Profanity0.040409464
Threat0.008867673
Severe Toxicity0.007896423
Low Tox 0.2786282 Low Con 0.294 Policy_Critique
Sep 28, 2025 IRCC Names India in Study …
So essentially 3 tiers of Indian come(Hamiltonian here who worked in the GTA for awhile) They got pumped in and don't like eachother and look down at the lower tiers ones. They won't even hire …
So essentially 3 tiers of Indian come(Hamiltonian here who worked in the GTA for awhile) They got pumped in and don't like eachother and look down at the lower tiers ones. They won't even hire other Indians anymore since they have the options of only their type. They erased several industries at this point, most small business are forgien owned, Indian or middle eastern. They can't drive (just google India driving) theirs a couple feet of snow and they just floor it around sliding through intersections while playing candy crush or what ever Every business that is fast food place is almost exclusively Indian to the point the "white point game" isn't even playable. They buy up insane amounts of properties because they bring thier entire family on different visas and many just stay till they get deported as they bring that money home with them. Every student housing is filled with Indians, every one bedroom has 30 of them living in it. Most starter homes where cheap so they bought them to flip with thier combined money. Security sector is filled with them exclusively because it's the highest amount of money they can make here without any skills .(Most are 0 skilled). Schools all had to cut staff in half because when we cut funding and spots for people coming to our universitys they lost half thier income. Crime rate went way up. My city is really bad for human trafficking and aex trafficking. Many come to our city since it's far enough away to commit crimes. Many get 0 consequences because again.. Illegally overstaying a visa is deportation. Doug Ford literally gave everyone 200$ before an election...like how corrupt and garbage is this country. Now we have Indian only business that can't speak English, similar to the daycare issue. Job postings for specific races or language s only. Mind you everything just stated is also being done by the Arabs and Somalis and Nigerians. Many of these people coming here are "escaping dangerous situations" Wich means criminals who want to start again. Somehow these people with 0 resources have the money to buy million dollar properties 😂 Also don't forget, it's a hate crime to say or do many things about this and could land you in jail or worse. Much of Canada are college towns and those idiot kids want more
Identity Attack0.28034934
Insult0.113185234
Profanity0.087430455
Threat0.018019408
Severe Toxicity0.0125103295
Low Tox 0.25084448 Constructive 0.658 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
time to stop listening to the apoligists for mass immigrtion, and start listening to the people of Canada. Neo-liberal mass immigration policies have exploited Canadians support for immigration to implement such a broken, destructive immigration …
time to stop listening to the apoligists for mass immigrtion, and start listening to the people of Canada. Neo-liberal mass immigration policies have exploited Canadians support for immigration to implement such a broken, destructive immigration policy that Canadians support for immigration was exhausted and then inverted. This is entirely the fault of the mass immigration zealots who prioritized vast numbers over every rational consideration like housing capacity, healthcare capacity, community safety, and social cohesion, These policies have turned Canada from a society highly supportive of immigration into a society outraged by the utter failure of government to vett immigrants, remove criminals or plan to provide services that correlate with the number of immigrants.
Identity Attack0.06613251
Insult0.0811385
Profanity0.015010698
Threat0.008311004
Severe Toxicity0.0035095215
Low Tox 0.15987846 Constructive 0.599 Policy_Critique
Dec 30, 2025 1 likes Deportations From Canada at Their …
Some of the street cops don't take the initiative but some of them take the extra step to bring it up the chain when they find criminals living here illegally. I know from experience as …
Some of the street cops don't take the initiative but some of them take the extra step to bring it up the chain when they find criminals living here illegally. I know from experience as my ex was abusive and a cop took the time to start the process and my ex got deported
Identity Attack0.025806036
Insult0.032138187
Profanity0.01764096
Threat0.01086132
Severe Toxicity0.0020885468
Low Tox 0.10175867 Constructive 0.833 Personal_Narrative
Feb 19, 2026 Canadian immigration officers investigating hundreds …

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.