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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: "Canadian are going through same …" 517 comments · Page 18 of 21
We are under attack when will Canadians realize if we don't stand up and fight it's not going to stop
We are under attack when will Canadians realize if we don't stand up and fight it's not going to stop
Identity Attack0.031206898
Insult0.015720926
Profanity0.012892825
Threat0.03235042
Severe Toxicity0.0026893616
Low Tox 0.07687678 Moderate Con 0.398 Fear_Threat
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
10 years for only 86% of people to start contributing and/or speak the language... That is not a good thing. You had to go back to the 70's to find a success story too? What …
10 years for only 86% of people to start contributing and/or speak the language... That is not a good thing. You had to go back to the 70's to find a success story too? What does that say about the current situation? Asian Canadians tend to assimilate much better than other groups and it took a group of them a long time to do partially do so. How are the tens of thousands of people doing that hate us and our culture?
Identity Attack0.04693319
Insult0.023995465
Profanity0.012448754
Threat0.006576272
Severe Toxicity0.001449585
Low Tox 0.07608539 Constructive 0.648
Oct 23, 2018 2 likes How much do refugees and …
Lol Canadians aren't even going.
Lol Canadians aren't even going.
Identity Attack0.14631197
Insult0.010873457
Profanity0.00012526714
Threat0.00039165965
Severe Toxicity0.0000078662815
Low Tox 0.076035306 Humor_Satire
Dec 9, 2025
Go home, save Canada, make Canada Canadian again
Go home, save Canada, make Canada Canadian again
Identity Attack0.030175667
Insult0.020901557
Profanity0.012380436
Threat0.008893564
Severe Toxicity0.0030708313
Low Tox 0.075294 Low Con 0.185 Identity_Assertion
Jan 15, 2026 2.9 million Canadian temporary visas …
Oh no now employers are going to be forced to hire lowly young and unemployed Canadian citizens who desperately need jobs instead. Oh the tragedy... 🙄
Oh no now employers are going to be forced to hire lowly young and unemployed Canadian citizens who desperately need jobs instead. Oh the tragedy... 🙄
Identity Attack0.02439919
Insult0.027605021
Profanity0.011150704
Threat0.0066668927
Severe Toxicity0.0015354156
Low Tox 0.07450261 Low Con 0.264
Nov 21, 2025 171 likes Quebec Ends Economic Immigration Program …
All jobs and homes are taken away lot of Canadians going through homelessness, jobless sleeping in their Car can’t find a place to rent 95% of Landlords doing Airbnb 1 single room 1500-$1600/m who can …
All jobs and homes are taken away lot of Canadians going through homelessness, jobless sleeping in their Car can’t find a place to rent 95% of Landlords doing Airbnb 1 single room 1500-$1600/m who can afford..? 🤔 it’s chaos
Identity Attack0.026408968
Insult0.02708937
Profanity0.01084327
Threat0.0065568537
Severe Toxicity0.0016307831
Low Tox 0.06896287 Moderate Con 0.451
Aug 25, 2025 73 likes Why Canadians Are Turning Against …
I know it's not on most people's radar, but what is a huge problem that no one talks enough about is how when so many temporary foreign workers come here, they make money in Canadian …
I know it's not on most people's radar, but what is a huge problem that no one talks enough about is how when so many temporary foreign workers come here, they make money in Canadian dollars and then send that money out of our economy to their home Country. So our Canadian dollars are sold, and isn't spent in our Economy. When you go somewhere and you don't see any born in Canada employees you really need to make a choice to not support that business. Canadian wages should go to Canadians and spent in our economy. I hope we wise up and we start to really limit how many people we bring into the Country. We're literally bringing in 400K+ people that's about the size of Halifax, EVERY year. We just cannot support this rapid growth. Especially when the people coming in have no intention of integrating and do not share our values.
Identity Attack0.034042787
Insult0.026444806
Profanity0.014054239
Threat0.0067445673
Severe Toxicity0.0018978119
Low Tox 0.06579731 Constructive 0.781 Economic_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I'm a Brampton resident. My family immigrated in the late 90s. I grew up on YTV, TVO kids, Fox Kids, Treehouse TV. I also still grew up knowing my own native culture and religion. I …
I'm a Brampton resident. My family immigrated in the late 90s. I grew up on YTV, TVO kids, Fox Kids, Treehouse TV. I also still grew up knowing my own native culture and religion. I attend one of these temples of worship. Despite this, I still made friends with different races of people. I think my community needs to branch out a little more and learn about other cultures that live amongst us. Maybe we need to have a little less pride on where we come from? I don't know what the exact answer is. One thing I know is we can definitely get along. Just need the community to adapt more and actually learn Canadian culture. Maybe go see a Blue Jays game at the Skydom? Maybe know who Wayne Gretzky is?? LOL.
Identity Attack0.042292643
Insult0.020385906
Profanity0.025360947
Threat0.0075083673
Severe Toxicity0.0024414062
Low Tox 0.06579731 Constructive 0.864 Personal_Narrative
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
There are two parts to this story and it's truth. There are people that came to Canada for a true life but there are many more that came to Canada because there is a system. …
There are two parts to this story and it's truth. There are people that came to Canada for a true life but there are many more that came to Canada because there is a system. Most people don't even know, unless you listen to the many that are in shelters and on social media, most have been told that Canada is a country which will pay you and cover all your housing. There is a code of silence which does not always come from inside Canada. It's the code on how to take advantage of a countries blindness by abusing it's Government financial Immigration and Refugee programs. 1. Make a claim, any claim as it will take years before Canada figures out your claim is false. If all does not go well, have a baby on the land. This way you can't be deported and the Canadian government will give you more money because you have a child. There are many more but I will not write them to place them into the open world but there are many more tactics of abuse, Student Visa is but one of them, the next is Migrants. If you are not near the system but you listen closely to the stories, you will hear the real truth and you will also hear the underground truth which people speak about behind closed doors.
Identity Attack0.022992345
Insult0.030154925
Profanity0.015147334
Threat0.0067963502
Severe Toxicity0.0018405914
Low Tox 0.06381883 Constructive 0.705 Unverified_Claim
Dec 24, 2025 4 likes Deportations From Canada at Their …
Many new immigrants face difficulties in finding a job. They often have to go back to school at their own expense. They hope for job opportunities, only to discover in the end that it is …
Many new immigrants face difficulties in finding a job. They often have to go back to school at their own expense. They hope for job opportunities, only to discover in the end that it is hard to find work that matches their qualifications. This is the reality. Most immigrants end up doing physically demanding jobs, for low pay and often part-time, and this situation can last for years. Eventually, some start thinking about returning to their home country.This is what you need to know as a Canadian immigrant: this is the truth.
Identity Attack0.038683333
Insult0.023479814
Profanity0.012482914
Threat0.006641001
Severe Toxicity0.0016498566
Low Tox 0.063027434 Constructive 0.579 Personal_Narrative
Feb 6, 2026 1 likes Why Canada’s immigration system has …
Many new immigrants face difficulties in finding a job. They often have to go back to school at their own expense. They hope for job opportunities, only to discover in the end that it is …
Many new immigrants face difficulties in finding a job. They often have to go back to school at their own expense. They hope for job opportunities, only to discover in the end that it is hard to find work that matches their qualifications. This is the reality. Most immigrants end up doing physically demanding jobs, for low pay and often part-time, and this situation can last for years. Eventually, some start thinking about returning to their home country.This is what you need to know as a Canadian immigrant: this is the truth.
Identity Attack0.038683333
Insult0.023479814
Profanity0.012482914
Threat0.006641001
Severe Toxicity0.0016498566
Low Tox 0.063027434 Constructive 0.579 Personal_Narrative
Feb 6, 2026 1 likes How Canada broke its immigration …
As an Indian I understand what Canadians are going through.Indians behave your self .You should represent India by supporting their system not changing their system 😢. I support the views of Canada. I Support from …
As an Indian I understand what Canadians are going through.Indians behave your self .You should represent India by supporting their system not changing their system 😢. I support the views of Canada. I Support from India
Identity Attack0.052035484
Insult0.018838953
Profanity0.013917602
Threat0.007353018
Severe Toxicity0.0019264221
Low Tox 0.061444655 Constructive 0.634 Personal_Narrative
Nov 1, 2025 1 likes Why Canadians Are Turning Against …
This story tells you so much though . This city seems to be an example of how canadas integration policy isn’t working . Look what everyone said -> they couldn’t find jobs , none of …
This story tells you so much though . This city seems to be an example of how canadas integration policy isn’t working . Look what everyone said -> they couldn’t find jobs , none of the Canadians accepted foreign work experience so they created thier own jobs . B4 asking why aren’t you integrating has Canada asked the tough questions to themselves why do they make it hard for ppl to find jobs in the first place ? In India community is a strong feature no matter where you are they will create an environment that replicates home to ensure their roots stay strong and it’s also for support, loneliness and many things . Now ppl from India don’t just come to Canada due to job crisis back home they come bcz they want to escape the 1.4 billion population and suffocation that comes with it . The negative thing about Indians is they don’t know what’s right n wrong . It’s a thin line bcz that common sense isn’t taught in India . In India your in a race if you snooze you loose so those bad habits of trying to beat the competition comes with a world of bad manners and bad civic sense . Which now unfortunately due to cities like these won’t go away . They’ll stay the same bcz Brampton is that home away from home comfort pillow tat screams LETS NOT CHANGE .
Identity Attack0.03223813
Insult0.026702631
Profanity0.015249812
Threat0.006479179
Severe Toxicity0.0018978119
Low Tox 0.06065326 Constructive 0.671 Policy_Critique
Nov 9, 2025 Inside Canada's Indian Metropolis (Brampton)
I share the same sentiments as these Canadian citizens.I'm an immigrant myself, and it is our moral obligation, to respect the culture and Laws, etc. There are people coming from other countries, especially in certain …
I share the same sentiments as these Canadian citizens.I'm an immigrant myself, and it is our moral obligation, to respect the culture and Laws, etc. There are people coming from other countries, especially in certain parts of Asia, as if they are here to take over Canada. Some years ago I was going home from work about 9 :45 pm and an Indian female told me to get up from beside her, so her friend could sit beside her.
Identity Attack0.06294931
Insult0.018129934
Profanity0.013439372
Threat0.0072753434
Severe Toxicity0.0019931793
Low Tox 0.059727192 Constructive 0.857
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Thank you Tyler for covering this issue. A lot of Canadians who were born here feel the same way about this country turning into South Asia 2.0, but very few are vocal about it, and …
Thank you Tyler for covering this issue. A lot of Canadians who were born here feel the same way about this country turning into South Asia 2.0, but very few are vocal about it, and some are willfully blind to the consequences. This may be an immigrant country, but it's certainly not sustainable at the rate we're going....
Identity Attack0.033527173
Insult0.022706337
Profanity0.00995513
Threat0.006246155
Severe Toxicity0.001168251
Low Tox 0.058737632 Constructive 0.728 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
CANADIANS NEED TO KNOW DONT GO THERE 😢😢😢😢😢😢😢😢😢
CANADIANS NEED TO KNOW DONT GO THERE 😢😢😢😢😢😢😢😢😢
Identity Attack0.08797077
Insult0.0048189024
Profanity0.00014273218
Threat0.0009829712
Severe Toxicity0.000009085299
Low Tox 0.05669822 Fear_Threat
Dec 11, 2025
Excellent video my friend! I am first Nations. Aboriginal. My family has been in Canada for approximately 500 to 700 generations give or take. Which is about 5000 or 10,000 years. I am Inuit. I …
Excellent video my friend! I am first Nations. Aboriginal. My family has been in Canada for approximately 500 to 700 generations give or take. Which is about 5000 or 10,000 years. I am Inuit. I believe that it will get to a point where Canadians will not be passive anymore. There is going to be a breaking point and I don't know when that will be. But I do believe Canadians are strong enough and they will not allow it to get to a certain point after that breaking point. I can already see the tensions happening. I can already see the uneasiness of Canadians and it's bound to hit a boiling point. Just in the past 10 years I have watched my country morph into something that's almost unrecognizable.
Identity Attack0.026207991
Insult0.02212623
Profanity0.017777596
Threat0.008582866
Severe Toxicity0.0021839142
Low Tox 0.056263726 Constructive 0.838
Sep 6, 2025 9 likes Why Canadians Are Turning Against …
It’s only a temporary setback. Don’t worry, Canadians. Buckle up, cause the big free ride going to end in the near future
It’s only a temporary setback. Don’t worry, Canadians. Buckle up, cause the big free ride going to end in the near future
Identity Attack0.019977676
Insult0.019419061
Profanity0.01261955
Threat0.011094344
Severe Toxicity0.0019550323
Low Tox 0.054531995 Moderate Con 0.307 Fear_Threat
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
I don't know how every day Canadians are expected to fix this mess when our wealthy, well connected ppl can't. Based on the last two elections - voting isn’t going to fix it either when …
I don't know how every day Canadians are expected to fix this mess when our wealthy, well connected ppl can't. Based on the last two elections - voting isn’t going to fix it either when elections are being rigged and infringed upon. I love my Country but I would welcome being the 51 st state right now because I am so discouraged and see no hope or change on the horizon.
Identity Attack0.014551271
Insult0.02567133
Profanity0.01309778
Threat0.0067445673
Severe Toxicity0.0012683868
Low Tox 0.054531995 Constructive 0.658 Policy_Critique
Feb 24, 2026 LILLEY UNLEASHED: The fall of …
If you Canadians do nothing for that I’m telling you from experience you done the next years. I’m from Greece I move to Canada 2012 I didn’t speak English I go to college to learn …
If you Canadians do nothing for that I’m telling you from experience you done the next years. I’m from Greece I move to Canada 2012 I didn’t speak English I go to college to learn English I follow the rules pay tax respect. in greece same thing happened, and rest of ther Europe (do something or you done)
Identity Attack0.0376521
Insult0.018774498
Profanity0.0118680475
Threat0.0065697995
Severe Toxicity0.0015640259
Low Tox 0.054284602 Constructive 0.601
Aug 27, 2025 2 likes Why Canadians Are Turning Against …
love watching your videos, I am Canadian and live in the suburbs of Toronto. I was born in 1962. My first Indian experience came in a small high school 1976-1980 the school had a small …
love watching your videos, I am Canadian and live in the suburbs of Toronto. I was born in 1962. My first Indian experience came in a small high school 1976-1980 the school had a small Punjabi student population, the students for the most part were not hassled nor did they hassel back. My next and biggest Indian experience was a job from 1984-1991 I worked for an Indian family and got to see a portion of Toronto's Indian population. Culturally there were big differences however I enjoyed my experience working with them. My point being you say in your video 'sudden indian.' this is 2026 and I have been experiencing as have Canadians, the Punjabi culture for over 46 years so this is not a sudden or new occurance. And lastly as far as cultures from other countries go, having Hindu's or even Sihk's as neighbors is far better than other ethnic possibilities, so I do not have any issue with Punjabi Canadians! Anyhow continue your video just wanted to add my comment as I am living in Canada with Indians and want to express my opinion.
Identity Attack0.042292643
Insult0.020063626
Profanity0.021603432
Threat0.008311004
Severe Toxicity0.002632141
Low Tox 0.05378982 Constructive 0.888 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Immigration not problem , i am immigrant and now Canadian citizen i used to save money, now i have no money whatever i earn go into bills. Soo much of tax. I can’t even rent …
Immigration not problem , i am immigrant and now Canadian citizen i used to save money, now i have no money whatever i earn go into bills. Soo much of tax. I can’t even rent a basement maybe just a room. I told everyone not to come to canada. My brother payed 40,000$ in education with single day job. So he thinking going back nothing here. And its everywhere not just in canada
Identity Attack0.027815815
Insult0.017227544
Profanity0.011970525
Threat0.0062267366
Severe Toxicity0.0014305115
Low Tox 0.05255287 Constructive 0.656
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
Do Canadian expats go around mixing with other folks when they reside in for instance in Spain? I know, I’ve just taken that as an example, but it illustrates the point!😊
Do Canadian expats go around mixing with other folks when they reside in for instance in Spain? I know, I’ve just taken that as an example, but it illustrates the point!😊
Identity Attack0.036620867
Insult0.018967867
Profanity0.010792031
Threat0.006051969
Severe Toxicity0.001335144
Low Tox 0.051563308 Constructive 0.577 Comparative_Framing
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
If only Canadians could get a conservative majority government and go back to what works!
If only Canadians could get a conservative majority government and go back to what works!
Identity Attack0.030949092
Insult0.018838953
Profanity0.010569996
Threat0.006757513
Severe Toxicity0.0015163422
Low Tox 0.05131592 Low Con 0.28
Aug 27, 2025 Why Canadians Are Turning Against …
Canadians students cannot afford to go to school. How many do you know in education debt, working a job not in their field?
Canadians students cannot afford to go to school. How many do you know in education debt, working a job not in their field?
Identity Attack0.029144434
Insult0.018516673
Profanity0.009664777
Threat0.005818945
Severe Toxicity0.0011205673
Low Tox 0.050573748 Moderate Con 0.353 Economic_Argument
Jan 19, 2026 28 likes Why Canada’s immigration system has …

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.