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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 #}

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Active: "If your country is so …" 3,912 comments · Page 80 of 157
Western countries are cooked lol
Western countries are cooked lol
Identity Attack0.23467018
Insult0.113185234
Profanity0.13873272
Threat0.015947454
Severe Toxicity0.013995127
Low Tox 0.2854903 Low Con 0.207 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Name these experts please !!!! This is propaganda and lies ! The realities of allowing hundreds of thousands of illegal immigrant s and too many legitimant refugees into our country is devestating ! both to …
Name these experts please !!!! This is propaganda and lies ! The realities of allowing hundreds of thousands of illegal immigrant s and too many legitimant refugees into our country is devestating ! both to the citizens and to the refgees ... stretching our social services very very thin ..... up to 13 hours waiting in our ERs in my city ... i am not a professional reasercher on statistcs but i have a brain and sense enough to see the consequences of this portion of a hidden Trudeau agenda .... and that is desperation ... comming from ...food and shelter insecurities and discrimination against those of us who are citizens living on inadequate disability income ... most of us paid into these programs when we were working in good health .... i dont know what kind of dark ... delusional spell our federal ministers are under but this kind of melevolent disregard for those of us who are the most vulnerable in this country ...arent without courage to speak against the narcisim of this diabolical goverment ... I've lived long enough to know that the universe measures out to them what they give .... people like this always get their come-up-ins !!!! may the Good Lord Jesus have mercy on you political ministers of Canada !
Identity Attack0.10221587
Insult0.2469859
Profanity0.019007329
Threat0.009411395
Severe Toxicity0.0065612793
Low Tox 0.2854903 Constructive 0.64
Nov 11, 2024 How much do refugees and …
Ban immigration from these countries for God sakes. It's over the quota You need to have quotas!!!
Ban immigration from these countries for God sakes. It's over the quota You need to have quotas!!!
Identity Attack0.28034934
Insult0.06757036
Profanity0.047674157
Threat0.011819307
Severe Toxicity0.011978149
Low Tox 0.2854903 Low Con 0.218 Call_To_Action
Feb 18, 2026 3 likes Canadian immigration officers investigating hundreds …
The country of India have NOT fix is overpopulation problem.. So the people of India will happily flood into other countries, including the United States of America, with Great Numbers.. A clear-cut invasion.. And WEAK …
The country of India have NOT fix is overpopulation problem.. So the people of India will happily flood into other countries, including the United States of America, with Great Numbers.. A clear-cut invasion.. And WEAK Nations trying to play nice, will allow them to..
Identity Attack0.2846865
Insult0.11616662
Profanity0.055940874
Threat0.021472665
Severe Toxicity0.018384963
Low Tox 0.2854903 Low Con 0.212 Fear_Threat
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Refugee does nor exist , when you have unrest in your country you stay to fight for better life I am not going to fight for you or give you my money to make you …
Refugee does nor exist , when you have unrest in your country you stay to fight for better life I am not going to fight for you or give you my money to make you wealthy and my kids poor just get out
Identity Attack0.16993292
Insult0.12521741
Profanity0.04065997
Threat0.012958534
Severe Toxicity0.009536743
Low Tox 0.2854903 Moderate Con 0.37 Moral_Argument
Dec 25, 2025 1 likes Deportations From Canada at Their …
Canadians seem to keep doubling down on total incompetence in their government. And Canadians wonder why the country is going downhill fast.
Canadians seem to keep doubling down on total incompetence in their government. And Canadians wonder why the country is going downhill fast.
Identity Attack0.2127345
Insult0.24928534
Profanity0.015318131
Threat0.0070034824
Severe Toxicity0.005264282
Low Tox 0.2854903 Low Con 0.24 Policy_Critique
Feb 26, 2026 3 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
I think it’s just straight comedy how Americans still think they live in the greatest country in the world!! 😂😂😂
I think it’s just straight comedy how Americans still think they live in the greatest country in the world!! 😂😂😂
Identity Attack0.28034934
Insult0.09124154
Profanity0.053435806
Threat0.008401625
Severe Toxicity0.009536743
Low Tox 0.2854903 Low Con 0.222 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
Most white Canadians defend this being done to the country. The small minority have a loud voice and oppose this but nothing will ever happen, even the Conservative Party is full of jeets
Most white Canadians defend this being done to the country. The small minority have a loud voice and oppose this but nothing will ever happen, even the Conservative Party is full of jeets
Identity Attack0.2877625
Insult0.15414265
Profanity0.048425674
Threat0.009100696
Severe Toxicity0.007247925
Low Tox 0.2854903 Low Con 0.295 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
They destroyed the country. You cannot even afford to rent an apartment or even move around for a job. If you leave Toronto for a contract job outside of the city and move somewhere else …
They destroyed the country. You cannot even afford to rent an apartment or even move around for a job. If you leave Toronto for a contract job outside of the city and move somewhere else for a little while, you will be homeless when you come back. To we are pretty much screwed in every moving around to try and gain experience to get ahead. And there are profession where you have to move outside of the GTA to get experience. Canadian students can barely get a entry level job with a two year diploma, yet they allow International students to study things like a 2 year diploma in Business, which no one can ever get a job with, and on top of that, they told them they can apply to become permanent resident . How does that even make any sense? Does any politician in this country have two working brain cells? I'm so sick of this country, I desperately want to leave ...I'm a immigrant and my parents came here in the glory days of the 70s, where people from other English speaking countries were given priority and were expected to fully integrate into Canadian society
Identity Attack0.049761772
Insult0.23704576
Profanity0.20916378
Threat0.010032792
Severe Toxicity0.010223389
Low Tox 0.2854869 Constructive 0.684
Jun 17, 2025 173 likes How Canada broke its immigration …
It only took eleven years to destroy not only Canada’s immigration system. The economy, healthcare, education, justice system, and most other of Canada’s institutions. And throw in government overreach.. it’s a failed country. Period.
It only took eleven years to destroy not only Canada’s immigration system. The economy, healthcare, education, justice system, and most other of Canada’s institutions. And throw in government overreach.. it’s a failed country. Period.
Identity Attack0.18313584
Insult0.20901857
Profanity0.0157622
Threat0.016638106
Severe Toxicity0.008506775
Low Tox 0.2854869 Low Con 0.235 Policy_Critique
Feb 17, 2026 13 likes LILLEY UNLEASHED: The fall of …
If I was there and seen them blocking roads or gathering like this, I would throw my jingle dress on and pray to god and jesus and then take my drum and start singing my …
If I was there and seen them blocking roads or gathering like this, I would throw my jingle dress on and pray to god and jesus and then take my drum and start singing my first nations music 🎶 super loudly and get all my brother's and sister's to join. Enough is enough. I lost my job to corporate restructuring and running out of ei now, and I am beyond pissed off! All the years worked and contributing to my ei insurance, should equal how many months of ei i should actually be eligible for, but nope, its only for a certain amount of weeks according to their unemployment rate, which is severely flawed, because how can their unemployment rate remain unchanged for so many years, when you hear of thousands losing their jobs. We are being lied to and deceived, and I am sick and tired of it and me and some of my family members have even contemplated changing our names to an indian name, just to get a job!!! That's when you know it's a serious problem! Immigrants need to go back to their own country! Our families are suffering, especially our youth and children! And I am so worried for my daughter's and granddaughter's. Their belief system isn't kind to us females.
Identity Attack0.02821777
Insult0.16846494
Profanity0.24910301
Threat0.013631714
Severe Toxicity0.014511578
Low Tox 0.2854869 Constructive 0.705 Personal_Narrative
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
200-300 years ago: Britishers entered Canadian Land Which was inhabited by Native Indeginous Tribes and civilizations Britishers destroyed and genocided Native civilizations, culture and their language Populated USA and Canada with their own white people …
200-300 years ago: Britishers entered Canadian Land Which was inhabited by Native Indeginous Tribes and civilizations Britishers destroyed and genocided Native civilizations, culture and their language Populated USA and Canada with their own white people Converted American and Canadian lands into English lands Both nations were established as immigrant countries Whites took over natives 40-50years ago: Indians entered Canadian and American white Land. Which was inhabited by White british and jewish people. Now are Populating USA and Canada with their own south asian people Converted American and Canadian white lands into South Asian Indian lands Both nations were established as immigrant countries Brown took over whites Whites: Day without hypocrisy is day wasted😂😂
Identity Attack0.36733335
Insult0.123407245
Profanity0.0715894
Threat0.04524883
Severe Toxicity0.014317908
Low Tox 0.2854869 Moderate Con 0.307
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
What a cohencidence! It's happening to white countries all around the world simultaneously, against the will of the native people. WHAT A COHENCIDENCE.
What a cohencidence! It's happening to white countries all around the world simultaneously, against the will of the native people. WHAT A COHENCIDENCE.
Identity Attack0.28883415
Insult0.070799805
Profanity0.027820412
Threat0.009230154
Severe Toxicity0.009346008
Low Tox 0.2854869 Low Con 0.266 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Why Canada government allowing everyone to the country? They are allowing people without background check , some indians those are bad or criminal history can easily entre the canada , that no good .
Why Canada government allowing everyone to the country? They are allowing people without background check , some indians those are bad or criminal history can easily entre the canada , that no good .
Identity Attack0.32768643
Insult0.15343215
Profanity0.019143965
Threat0.008013252
Severe Toxicity0.007972717
Low Tox 0.2854869 Low Con 0.297
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Hopefully Canada will start looking like Canada again. Canada will be declared an Islamic country if we keep this up.
Hopefully Canada will start looking like Canada again. Canada will be declared an Islamic country if we keep this up.
Identity Attack0.35624164
Insult0.07365121
Profanity0.020032106
Threat0.014738814
Severe Toxicity0.01121521
Low Tox 0.2854835 Low Con 0.179 Fear_Threat
Dec 27, 2025 2 likes Deportations From Canada at Their …
The huge issue is that most white people have got advantage of centuries of colonisation of african, asian countries and they never ever want to talk about it. Now when they bring globalisation and get …
The huge issue is that most white people have got advantage of centuries of colonisation of african, asian countries and they never ever want to talk about it. Now when they bring globalisation and get people from developing countries, they have their first world complaints like crowding, driving problems... Before colonization, Many asian countries were richest and most advanced in their public systems of sewage, trade, education.. So how did these countries became developing nations now?? Centuries of colonization where wealth was stolen, people were made to be slaves, mass genocides, destruction of local industries, education system, all of these pulled the countries down. So white people if you cannot adjust to a little overcrowding, culture differences... Then pay back reparations to all former colonies with interest and none of the people from these countries will come into your country
Identity Attack0.35299334
Insult0.10440776
Profanity0.075792134
Threat0.0101363575
Severe Toxicity0.011138916
Low Tox 0.2854835 Constructive 0.617 Moral_Argument
Mar 3, 2026 1 likes Inside Canada's Indian Invasion...
Its almost like the countries they come from are a mess for a reason... if i didnt know better of course.
Its almost like the countries they come from are a mess for a reason... if i didnt know better of course.
Identity Attack0.2816105
Insult0.15911613
Profanity0.075792134
Threat0.007922632
Severe Toxicity0.009422302
Low Tox 0.2854835 Low Con 0.24
Sep 16, 2025 2 likes Why Canadians Are Turning Against …
I was called a racist every time I said those coming from the U.S. are not real refugees since the U.S. IS a safe country. JT sent out the tweet just so he could look …
I was called a racist every time I said those coming from the U.S. are not real refugees since the U.S. IS a safe country. JT sent out the tweet just so he could look better than Trump. He did not care about Canadians, just about how HE looked to the world. Unbelievable.
Identity Attack0.22935481
Insult0.17486192
Profanity0.023721304
Threat0.007262398
Severe Toxicity0.006790161
Low Tox 0.2854835 Constructive 0.529 Policy_Critique
Feb 17, 2026 35 likes LILLEY UNLEASHED: The fall of …
Diversity is our strength is the mantra lie that led to this. Indians did nothing wrong. Just took advantage of a very weak and polite country that has no idea what it means to be …
Diversity is our strength is the mantra lie that led to this. Indians did nothing wrong. Just took advantage of a very weak and polite country that has no idea what it means to be "Canadian".
Identity Attack0.28034934
Insult0.17858955
Profanity0.020920247
Threat0.0068416605
Severe Toxicity0.005760193
Low Tox 0.2854835 Moderate Con 0.378 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Why aren’t Indians making their own country prosperous.
Why aren’t Indians making their own country prosperous.
Identity Attack0.35624164
Insult0.071116626
Profanity0.044417568
Threat0.008815889
Severe Toxicity0.010528564
Low Tox 0.2854835 Low Con 0.204 Moral_Argument
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
These people are ruining our country and we’re the ones paying them to do it. Best play is to leave now while we still can. Canada is gone
These people are ruining our country and we’re the ones paying them to do it. Best play is to leave now while we still can. Canada is gone
Identity Attack0.10221587
Insult0.16831873
Profanity0.020032106
Threat0.031314444
Severe Toxicity0.0066375732
Low Tox 0.2854835 Low Con 0.294
Jan 27, 2026 Inside Canada's Indian Invasion...
As an emmigrant who came to this country 15 years ago, I am astonished by the lack of knowledge this country has. This reason stands in empty education ( in an irony of life, the …
As an emmigrant who came to this country 15 years ago, I am astonished by the lack of knowledge this country has. This reason stands in empty education ( in an irony of life, the canadians call it one of the best on the word), and the belief Canada is a democracy. It is typically a fascist country that makes spurious elections because it is truly run by an establishment hidden as a secret society and in the surface is run as a mafia by small groups of interest ( corporations, professional order, injustice system, and emty shell politicians). The others ( the canadian people) they enjoy democracy 😂, high quality of life( really, just make a visit to a poor european country as Portugal, Greece ). The same goes for education, just oven degrees hot and not edible. Now Canadians learned that immigrant are taking their land and opportunities. You're lied, put under pot, and cheated by your democratic representatives. Try to fight, you'll be in a gulag (minus 15 Celsius only for some day) until the nobel prize candidates of uot and mcgill will put you democratically under tanax.
Identity Attack0.1808059
Insult0.24928534
Profanity0.029186781
Threat0.0072882893
Severe Toxicity0.0064468384
Low Tox 0.28548008 Moderate Con 0.49
Jun 18, 2025 How Canada broke its immigration …
How about stop flooding the country with immigrant getting a free ride.
How about stop flooding the country with immigrant getting a free ride.
Identity Attack0.2877625
Insult0.0836065
Profanity0.017914234
Threat0.009929225
Severe Toxicity0.0075912476
Low Tox 0.28548008 Low Con 0.167 Policy_Critique
Jan 19, 2026 Canada’s new rules in 2026
Governments are driving down our wages by bringing in tons of immigrants their completely destroying housing for the people of the country jobs. No longer pay enough to live on.
Governments are driving down our wages by bringing in tons of immigrants their completely destroying housing for the people of the country jobs. No longer pay enough to live on.
Identity Attack0.2854555
Insult0.089778624
Profanity0.018597418
Threat0.011922873
Severe Toxicity0.008506775
Low Tox 0.28548008 Moderate Con 0.401
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Get King Charles to release Crown land so more housing can be provided. This would lower the price of houses across the country. Why should the Monarchy own nearly 90% of the land in Canada? …
Get King Charles to release Crown land so more housing can be provided. This would lower the price of houses across the country. Why should the Monarchy own nearly 90% of the land in Canada? It’s insane.
Identity Attack0.02138452
Insult0.26957804
Profanity0.026317406
Threat0.007573096
Severe Toxicity0.0033187866
Low Tox 0.28548008 Moderate Con 0.464
Aug 25, 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.