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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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Search comment text, filter by category or toxicity level
Active: "The "immigrants" are not the …" 3,653 comments · Page 109 of 147
I hope Canada only accept who can speak English or French If immigrant could not speak Canadian languages they should not immigrate to Canada Enough is enough I know Chinese or Indian who has been …
I hope Canada only accept who can speak English or French If immigrant could not speak Canadian languages they should not immigrate to Canada Enough is enough I know Chinese or Indian who has been living in Canada for 20 years however can not speak English.we have to pay for translation
Identity Attack0.105836816
Insult0.026444806
Profanity0.011475217
Threat0.0070552654
Severe Toxicity0.0025749207
Low Tox 0.11367676 Constructive 0.635
Dec 31, 2025 Why Canadians Are Turning Against …
At 400 per week it will take 95 years to deport 2 million immigrants.
At 400 per week it will take 95 years to deport 2 million immigrants.
Identity Attack0.094936445
Insult0.02103047
Profanity0.014054239
Threat0.013165667
Severe Toxicity0.0032424927
Low Tox 0.11357342 Low Con 0.273 Unverified_Claim
Dec 26, 2025 Deportations From Canada at Their …
TYLER!!! Thank you so much for showing what so many Canadians feel. These are not the immigrants I grew up with.
TYLER!!! Thank you so much for showing what so many Canadians feel. These are not the immigrants I grew up with.
Identity Attack0.10221587
Insult0.03335018
Profanity0.011236101
Threat0.006045496
Severe Toxicity0.002193451
Low Tox 0.11357342 Constructive 0.622
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada calls students to give them PGWP after finishing their educations in Canada. The students pay ultra high education and life expenses. Then, Canada says we don’t need this much skilled worker as white collar, …
Canada calls students to give them PGWP after finishing their educations in Canada. The students pay ultra high education and life expenses. Then, Canada says we don’t need this much skilled worker as white collar, but you can works as uber drivers or Tim Hortons workers. The reason is Canadian youths don’t want to work in those odd jobs. However, Canadian people complain about the immigrant odd workers. They think economy is bad because of those immigrants who paid thousands of dollars for education and have been working in odd jobs. This is stupidity. Canada government exploits immigrant students by making them spend thousands for education and can only provide odd jobs for most of the immigrant students who hold PGWP work visa. Then some almost-racist Canadian folks stand against immigrants who have actually been exploited.
Identity Attack0.08831879
Insult0.045593183
Profanity0.016889455
Threat0.007197669
Severe Toxicity0.0031089783
Low Tox 0.11357342 Constructive 0.589 Policy_Critique
Oct 4, 2025 IRCC Names India in Study …
It is not like home. Here there is the greatest source of fresh water on the planet. The entire Great Lakes region is the primary target for 3rd world immigration. China is strangling the water …
It is not like home. Here there is the greatest source of fresh water on the planet. The entire Great Lakes region is the primary target for 3rd world immigration. China is strangling the water from India. Coincidence?
Identity Attack0.09576365
Insult0.027476108
Profanity0.013268576
Threat0.010110466
Severe Toxicity0.0031089783
Low Tox 0.11357342 Moderate Con 0.43 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
She didn't work in her field for 1 1/2 year as a new migrant. TELL US. How long should we pay for immigrants to live and not work for. She's saying 1.5 years is not …
She didn't work in her field for 1 1/2 year as a new migrant. TELL US. How long should we pay for immigrants to live and not work for. She's saying 1.5 years is not enough. So we have to feed them for 5-10 years before they contribute? I WANT PAID VACATION IN HAWAII TOO WITH EVERYTHING INCLUDED. Why am I not getting it? I've never spent 1.5 years not working and I'm 38 years old. WTH
Identity Attack0.049989145
Insult0.033680726
Profanity0.069969244
Threat0.0068999166
Severe Toxicity0.0038146973
Low Tox 0.11357342 Constructive 0.73 Economic_Argument
Feb 11, 2026 Canada's tighter immigration policy divides …
I didn't vote for mass immigration, i didn't vote for immigrants to receive more in income than a Canadian, neither did many others, it isn't racism its facts
I didn't vote for mass immigration, i didn't vote for immigrants to receive more in income than a Canadian, neither did many others, it isn't racism its facts
Identity Attack0.10221587
Insult0.026831545
Profanity0.01220964
Threat0.006317357
Severe Toxicity0.0024604797
Low Tox 0.11347008 Constructive 0.587 Economic_Argument
Feb 21, 2026 4 likes LILLEY UNLEASHED: The fall of …
All of Canada should implement this..stop all immigration..asylum seekers for 5years..Help build a future for our Canadian children. There is enough talent in our Canadian youth if the government can help train them instead of …
All of Canada should implement this..stop all immigration..asylum seekers for 5years..Help build a future for our Canadian children. There is enough talent in our Canadian youth if the government can help train them instead of giving it to the refugees and asylum seekers who get more money than our Seniors or youth
Identity Attack0.10221587
Insult0.03158728
Profanity0.010211324
Threat0.007365964
Severe Toxicity0.0032997131
Low Tox 0.11347008 Constructive 0.55
Nov 23, 2025 Quebec Ends Economic Immigration Program …
No one should live by destroying others, immigrant policy should be regulated properly..this is applicable to all humans
No one should live by destroying others, immigrant policy should be regulated properly..this is applicable to all humans
Identity Attack0.062039822
Insult0.022384055
Profanity0.019348921
Threat0.020782012
Severe Toxicity0.0037384033
Low Tox 0.11347008 Moderate Con 0.393 Moral_Argument
Oct 23, 2025 Inside Canada's Indian Metropolis (Brampton)
The sudden cut in immigrants has been really hurtful for us in Quebec City, as well as inhuman. It has been carried out for political purposes to appease right wing fears such as you see …
The sudden cut in immigrants has been really hurtful for us in Quebec City, as well as inhuman. It has been carried out for political purposes to appease right wing fears such as you see posted below.
Identity Attack0.06385879
Insult0.03827355
Profanity0.011236101
Threat0.008789998
Severe Toxicity0.0023269653
Low Tox 0.11347008 Constructive 0.619 Policy_Critique
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
next you should go interview native canadians and ask them how they feel about european immigrants and col0nizers
next you should go interview native canadians and ask them how they feel about european immigrants and col0nizers
Identity Attack0.10221587
Insult0.029163294
Profanity0.015079016
Threat0.0068028234
Severe Toxicity0.0025558472
Low Tox 0.11347008 Low Con 0.171
Jan 5, 2026 Inside Canada's Indian Metropolis (Brampton)
The problem: we still have technocrats that think more people are essential to "growth". That an expanded economically bottom of the ladder work forces will somehow "pay for our (indexed!) pension system". The liberal mindset …
The problem: we still have technocrats that think more people are essential to "growth". That an expanded economically bottom of the ladder work forces will somehow "pay for our (indexed!) pension system". The liberal mindset still believes this bunkum. And the Liberals are still running our immigration system.
Identity Attack0.030691283
Insult0.06267534
Profanity0.018255826
Threat0.0063950317
Severe Toxicity0.0019836426
Low Tox 0.11347008 Moderate Con 0.349 Policy_Critique
Jun 20, 2025 How Canada broke its immigration …
Thank you for coming to Canada to shed light on our failed immigration
Thank you for coming to Canada to shed light on our failed immigration
Identity Attack0.06567776
Insult0.036545437
Profanity0.010467518
Threat0.0064727063
Severe Toxicity0.0022602081
Low Tox 0.11347008 Moderate Con 0.47 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
In New Brunswick, the fast foods runs on Indian labor. You will notice that they all speak English. As someone who experienced the Canadian immigration system, I can tell you that the way they are …
In New Brunswick, the fast foods runs on Indian labor. You will notice that they all speak English. As someone who experienced the Canadian immigration system, I can tell you that the way they are doing it is far superiors the way the US does it. They actually try to determine if you're going to be a detriment to the society you're moving into. For example, if you are unable to prove that you won't be financially reliant on the state, they won't let you in. There are probably exceptions for refugees.
Identity Attack0.08583717
Insult0.046178754
Profanity0.018529098
Threat0.0076637166
Severe Toxicity0.0032424927
Low Tox 0.11347008 Constructive 0.687
Jan 27, 2026 Inside Canada's Indian Invasion...
And yes they hire the immigrants instead of the actual locals
And yes they hire the immigrants instead of the actual locals
Identity Attack0.10221587
Insult0.028281843
Profanity0.01490822
Threat0.0069387536
Severe Toxicity0.0025367737
Low Tox 0.11347008 Low Con 0.194 Unverified_Claim
Aug 25, 2025 149 likes Why Canadians Are Turning Against …
I agree with you to the extent of your understanding of Canadian culture. However, immigrants to Canada should be aware that the First Nations and indigenous people of Canada often have to seek a better …
I agree with you to the extent of your understanding of Canadian culture. However, immigrants to Canada should be aware that the First Nations and indigenous people of Canada often have to seek a better life in other countries because colonizers and their descendants show no regard for treaty rights and have disenfranchised First Nations. The government hides the facts about the plight of indigenous Canadians and lie to Canadian immigrants and citizens, always to divide and conquer. Immigrants often don't realize that most indigenous Canadians are living in worse conditions than what the immigrants themselves came from, and few live as comfortably as white Canadians. When white people talk about how hard they have it because of immigrants, they should think about what First Nations have to deal with everyday because of them. Why is there a French-speaking province and not a Cree or Anishnabe speaking province?
Identity Attack0.083355546
Insult0.05964688
Profanity0.014122557
Threat0.007521313
Severe Toxicity0.0029754639
Low Tox 0.11336674 Constructive 0.77
Sep 15, 2025 1 likes Why Canadians Are Turning Against …
European are all immigrants in Canada
European are all immigrants in Canada
Identity Attack0.10235514
Insult0.0279513
Profanity0.02071529
Threat0.0066668927
Severe Toxicity0.00333786
Low Tox 0.11336674 Low Con 0.216
Dec 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Try immigrate too Rusia or North Korea...😇😁
Try immigrate too Rusia or North Korea...😇😁
Identity Attack0.078392304
Insult0.024511116
Profanity0.013302735
Threat0.007586042
Severe Toxicity0.0028800964
Low Tox 0.11336674 Low Con 0.232 Comparative_Framing
Feb 21, 2026 Inside Canada's Indian Invasion...
This is a collective effort by the GLOBALISTS to flood all western countries that stand for freedom with immigrations to change the fabric and the constitution.
This is a collective effort by the GLOBALISTS to flood all western countries that stand for freedom with immigrations to change the fabric and the constitution.
Identity Attack0.062039822
Insult0.031146556
Profanity0.015967157
Threat0.010757755
Severe Toxicity0.0034332275
Low Tox 0.11336674 Low Con 0.183
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Something must be done. Sugestion is to stop immigration and all the stipends that go with it
Something must be done. Sugestion is to stop immigration and all the stipends that go with it
Identity Attack0.09328204
Insult0.022899706
Profanity0.014190876
Threat0.008919456
Severe Toxicity0.0030136108
Low Tox 0.11336674 Low Con 0.265 Call_To_Action
Feb 17, 2026 3 likes LILLEY UNLEASHED: The fall of …
There wasn't just the choice of more babies or more immigrants. There was a 3rd clear choice: less government. THAT was the correct course of action to reduce the cost of living and take the …
There wasn't just the choice of more babies or more immigrants. There was a 3rd clear choice: less government. THAT was the correct course of action to reduce the cost of living and take the tax boot off of peoples' throats so they can start families.
Identity Attack0.04306607
Insult0.035553806
Profanity0.02303812
Threat0.010809537
Severe Toxicity0.003528595
Low Tox 0.11336674 Constructive 0.561 Policy_Critique
Sep 8, 2025 2 likes Why Canadians Are Turning Against …
But what you are saying makes sense. Immigrants needs to know when they go into people country to live they need to comply to basic rules the least
But what you are saying makes sense. Immigrants needs to know when they go into people country to live they need to comply to basic rules the least
Identity Attack0.10757765
Insult0.028612386
Profanity0.014771583
Threat0.0074048014
Severe Toxicity0.002670288
Low Tox 0.11336674 Moderate Con 0.441
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
If Canadians want to pay higher taxes, go ahead and let more immigrants in.
If Canadians want to pay higher taxes, go ahead and let more immigrants in.
Identity Attack0.1015541
Insult0.02708937
Profanity0.012107162
Threat0.0077802283
Severe Toxicity0.0027275085
Low Tox 0.113263406 Moderate Con 0.315 Economic_Argument
Feb 11, 2026 Canada's tighter immigration policy divides …
Im an immigrant from Colombia living in Canada. I moved here because I legit wanted to study this program I was interested in and improve my English. After finishing my studies a tech company hired …
Im an immigrant from Colombia living in Canada. I moved here because I legit wanted to study this program I was interested in and improve my English. After finishing my studies a tech company hired me and I've been working here for over 4 years. I am shocked at some of the things I've seen, the corruption, the lack of law enforcement, the scams, all the sketchy things that happen within certain immigrant demographics. No one's looking into it, journalists, the government, no one does anything about it. I'm not anti immigration because im one myself but I do think there needs to be more strict regulation and the government needs to look into the scams that are going on in this country.
Identity Attack0.06431354
Insult0.053791173
Profanity0.02433617
Threat0.0077154995
Severe Toxicity0.0030517578
Low Tox 0.113263406 Constructive 0.84 Personal_Narrative
Jan 29, 2026 3 likes Inside Canada's Indian Invasion...
We broke our immigration system by creating one.
We broke our immigration system by creating one.
Identity Attack0.060675595
Insult0.022899706
Profanity0.015898837
Threat0.008531082
Severe Toxicity0.002670288
Low Tox 0.113263406 Low Con 0.242 Policy_Critique
Jun 29, 2025 1 likes How Canada broke its immigration …

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.