Skip to content
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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "I so want to be …" 1,718 comments · Page 36 of 69
Thats what the Liberal Voters want. Unvetted, unskilled immigrants that are dependent on the taxpayers for LIFE
Thats what the Liberal Voters want. Unvetted, unskilled immigrants that are dependent on the taxpayers for LIFE
Identity Attack0.27778897
Insult0.11172232
Profanity0.020100424
Threat0.055917133
Severe Toxicity0.010986328
Low Tox 0.28425202 Low Con 0.197
Nov 28, 2025 Why Canadians Are Turning Against …
I agree with the these people's comments regarding the immigration issues. I've been Canadian for over 50 years and this is the worst I've seen or experienced here in this country. Why are we as …
I agree with the these people's comments regarding the immigration issues. I've been Canadian for over 50 years and this is the worst I've seen or experienced here in this country. Why are we as major tax payers are forced to finance the lives of these people who are only here to take from us, not give back in any way for us who supported them coming in to feel it's been a good decision made by our government, from our pockets. They do also bring their war, stealing, lying, scamming with them, creating more division with us who were living peacefully before. There's so much more that I see and experience now, that makes me want to leave, and it shouldn't be me who leaves home for others who have no good intentions.
Identity Attack0.17070955
Insult0.24767025
Profanity0.038655918
Threat0.012803185
Severe Toxicity0.009117126
Low Tox 0.28425202 Constructive 0.826 Fear_Threat
Aug 29, 2025 2 likes Why Canadians Are Turning Against …
Every country is stolen they can stay where they want
Every country is stolen they can stay where they want
Identity Attack0.11280017
Insult0.14331897
Profanity0.0715894
Threat0.010214032
Severe Toxicity0.0074386597
Low Tox 0.28312725 Low Con 0.245 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Good, I want my country back, just go home.
Good, I want my country back, just go home.
Identity Attack0.1064171
Insult0.07903719
Profanity0.027820412
Threat0.018364733
Severe Toxicity0.010681152
Low Tox 0.28312725 Moderate Con 0.313
Jan 15, 2026 2 likes 2.9 million Canadian temporary visas …
The worst invasion of Kanata happened when 150 to 200 years ago Europeans invaded and killed millions of Native Canadians, who's progeny now have the audacity to question the recent arrivals who are merely trying …
The worst invasion of Kanata happened when 150 to 200 years ago Europeans invaded and killed millions of Native Canadians, who's progeny now have the audacity to question the recent arrivals who are merely trying to escape poverty, poverty which again the same Europeans created in their nations too. Relax. Go to sleep. This is merely Karma at work. If you want anyone out, FIRST look at the mirror and volunteer to leave if you see a pale face there.
Identity Attack0.1808059
Insult0.16195811
Profanity0.020032106
Threat0.1115629
Severe Toxicity0.010604858
Low Tox 0.28312725 Moderate Con 0.405 Moral_Argument
Oct 6, 2025 IRCC Names India in Study …
All muslims have to say is they want to be Christian and theyre here as a refugee. Met many in Thornhill. I mean Thornhillistan.
All muslims have to say is they want to be Christian and theyre here as a refugee. Met many in Thornhill. I mean Thornhillistan.
Identity Attack0.36873037
Insult0.06984934
Profanity0.059447967
Threat0.009126588
Severe Toxicity0.011444092
Low Tox 0.2820025 Moderate Con 0.414 Unverified_Claim
Nov 21, 2025 Thousands of refugees allowed into …
We want these invaders gone we never said they could come in the first place , The libs brought them here just to secure votes
We want these invaders gone we never said they could come in the first place , The libs brought them here just to secure votes
Identity Attack0.22261032
Insult0.12159709
Profanity0.035900343
Threat0.020264024
Severe Toxicity0.009841919
Low Tox 0.2820025 Low Con 0.249 Identity_Assertion
Sep 14, 2025 Why Canadians Are Turning Against …
Canadian liberal govt wants to destroy Canada, Canadian values, and the Canadian culture.
Canadian liberal govt wants to destroy Canada, Canadian values, and the Canadian culture.
Identity Attack0.26155844
Insult0.06774519
Profanity0.020646973
Threat0.13178273
Severe Toxicity0.008621216
Low Tox 0.2820025 Low Con 0.152 Policy_Critique
Jan 27, 2026 158 likes Inside Canada's Indian Invasion...
As a canadian I really feel this, thanks these indians and our government getting a job is a nightmare especially if you live in the city and most of the country is far-left so it …
As a canadian I really feel this, thanks these indians and our government getting a job is a nightmare especially if you live in the city and most of the country is far-left so it isn't changing anytime soon. It's just sad to see, I'm not racist I just want my own country and my own job but I guess that's asking too much :/
Identity Attack0.29951343
Insult0.1378885
Profanity0.028503597
Threat0.007314181
Severe Toxicity0.00793457
Low Tox 0.28087774 Constructive 0.679 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Many indians are great, some are not. Their population crisis should not become a Canadian problem problem. You are delusional thinking everyone wants to go to the USA. Funny guy..
Many indians are great, some are not. Their population crisis should not become a Canadian problem problem. You are delusional thinking everyone wants to go to the USA. Funny guy..
Identity Attack0.2803029
Insult0.15556364
Profanity0.022696527
Threat0.0069516995
Severe Toxicity0.0061798096
Low Tox 0.28087774 Low Con 0.26 Policy_Critique
Jan 30, 2026 4 likes Inside Canada's Indian Invasion...
The, 'CULTURAL ARROGANCE', of the, we can do anything we want culture. We can have as many gangs as we want, we can have as many guns as we want, we can do as many …
The, 'CULTURAL ARROGANCE', of the, we can do anything we want culture. We can have as many gangs as we want, we can have as many guns as we want, we can do as many shootings as we want, we can drive as dangerously as we want, we can do as many extortion attempt shootings as we want, we can operate our dumptrucks/oversize vehicles as recklessly as want, we can hit as many overpasses as we want, we dont have to have customer service skills, nor be able to communicate so you understand us, and on and on! "Immigration without Assimilation is an Invasion." Indians are the number one threat to our society and our safety! You say, 'Racist', I say, 'Realist.'
Identity Attack0.028886627
Insult0.15911613
Profanity0.049928714
Threat0.20938614
Severe Toxicity0.01322045
Low Tox 0.27975297 Moderate Con 0.378 Fear_Threat
Feb 9, 2026 1 likes Inside Canada's Indian Invasion...
One thing that disturbing people all over the world is how Indians don't want to assimilate but keep on living in isolation and stop integrating with the local population.
One thing that disturbing people all over the world is how Indians don't want to assimilate but keep on living in isolation and stop integrating with the local population.
Identity Attack0.35624164
Insult0.08434689
Profanity0.044417568
Threat0.010757755
Severe Toxicity0.008659363
Low Tox 0.2786282 Constructive 0.507
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
Indians want to turn Canada into the same place they left... while getting paid for the privilege.
Indians want to turn Canada into the same place they left... while getting paid for the privilege.
Identity Attack0.316
Insult0.082619295
Profanity0.021603432
Threat0.0074306927
Severe Toxicity0.0063323975
Low Tox 0.2786282 Low Con 0.262 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
i live in bolton, have for 35 years .im pretty much next to brampton, which was always very indian, and that was fine. but its drastically changed in the past 10 years for the very …
i live in bolton, have for 35 years .im pretty much next to brampton, which was always very indian, and that was fine. but its drastically changed in the past 10 years for the very very worst. were still sort of ok in bolton right now but it's happening fast. edit: brampton used to be full of indians that wanted to be canadian, now its just disrespectful ones that want brampton to be india
Identity Attack0.33675182
Insult0.12521741
Profanity0.06044999
Threat0.008492245
Severe Toxicity0.008277893
Low Tox 0.2786282 Constructive 0.579
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
I want to make friends with that guy on the bicycle
I want to make friends with that guy on the bicycle
Identity Attack0.035589635
Insult0.04910661
Profanity0.14313951
Threat0.054947287
Severe Toxicity0.013672344
Low Tox 0.27750343 Moderate Con 0.41
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Just a tiny glimpse at how bad it is, crimes across the board way up, B.C wants a state of emergency called because of all the extortion and shootings. Liberals destroyed Canada.
Just a tiny glimpse at how bad it is, crimes across the board way up, B.C wants a state of emergency called because of all the extortion and shootings. Liberals destroyed Canada.
Identity Attack0.10221587
Insult0.14331897
Profanity0.021466793
Threat0.13178273
Severe Toxicity0.0063323975
Low Tox 0.27750343 Moderate Con 0.41 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
As an Indian, you Indians in parilament will have to add more diversity to school circulums. If you don't want to assimilate with white people, then fine but you'll at least have to advocate for …
As an Indian, you Indians in parilament will have to add more diversity to school circulums. If you don't want to assimilate with white people, then fine but you'll at least have to advocate for indigenous languages to be pushed into Canadian schools.
Identity Attack0.36702603
Insult0.07270074
Profanity0.027273865
Threat0.008531082
Severe Toxicity0.007286072
Low Tox 0.2763787 Constructive 0.549 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Immigrants don't want more Immigrants.
Immigrants don't want more Immigrants.
Identity Attack0.3043136
Insult0.06494803
Profanity0.024541125
Threat0.0083886795
Severe Toxicity0.007019043
Low Tox 0.2763787 Low Con 0.213
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Why come to Canada to go to community colleges. Because most of the schools they are attending are in strip malls. Those people should not be here. If they are not smart enough for a …
Why come to Canada to go to community colleges. Because most of the schools they are attending are in strip malls. Those people should not be here. If they are not smart enough for a university entry, they are not the brain power we want. Those schools should be closed and a head count mandatory. We don't need the truck drivers or waitstaff at restaurants. The businesses that are only employing students that are from India need to be fined and held accountable. They are using government funding for their wages these are jobs that Canadians need and are rejected because the are not from India. It is racist and why should our taxes pay their wage while Canadian students are left with no jobs to help with the cost of university or housing.
Identity Attack0.25817248
Insult0.16883044
Profanity0.029596692
Threat0.01508414
Severe Toxicity0.010910034
Low Tox 0.2763787 Constructive 0.618
Oct 7, 2025 IRCC Names India in Study …
The answer is... Stop voting Liberals in power! Period. You want change.. then we need to vote change.. we all know the definition of insanity.. think about it.
The answer is... Stop voting Liberals in power! Period. You want change.. then we need to vote change.. we all know the definition of insanity.. think about it.
Identity Attack0.04151922
Insult0.25007802
Profanity0.021603432
Threat0.00789674
Severe Toxicity0.0037384033
Low Tox 0.27525392 Low Con 0.258 Call_To_Action
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I agree with the comments of the immigrant contributors. You come here for a better life, that’s why you left your country. Now that you’re here, you refuse to integrate with this country’s rules and …
I agree with the comments of the immigrant contributors. You come here for a better life, that’s why you left your country. Now that you’re here, you refuse to integrate with this country’s rules and way of life. You bring your religion with you and that fine BUT, practice it in your places of worship and not force it down our throats. Further, don’t try to change our culture by crying foul every time you don’t get your way. The politicians have to change their corrupt ways of cater for a vote and uphold the values, rules and laws of this country…..unfortunately it may be too late. The media is fueling the immigrant hate by not addressing some facts. Facts like these jobs that they want now were looked down upon by the residents as being beneath them. The immigrants took those jobs at minimum wage, dirty menial jobs that you did not want. Now that the job market is almost non-existent, you’re complaining about no jobs. The jobs would have been yours if you didn’t think it was beneath you when it was available. The term that fits is “ snooze, you lose “.
Identity Attack0.18903255
Insult0.24171697
Profanity0.026317406
Threat0.0083886795
Severe Toxicity0.0062179565
Low Tox 0.27525392 Constructive 0.637
Aug 31, 2025 2 likes Why Canadians Are Turning Against …
You are a pretty good influencer you know how to get engagement but the thing that you might miss is that you also plant seeds of racism in people's brain, I get your idea about …
You are a pretty good influencer you know how to get engagement but the thing that you might miss is that you also plant seeds of racism in people's brain, I get your idea about the illigal immigrants and I totally agree that all the illigal immigrants should not only be deported but should also be punished strictly and I get it that it's frustrating that people are not following the rules or people are doing bad stuff there but the thing is not only the content but also the intent behind the making and releasing this video, you could have mentioned illigal immigration but you choose to use words like Indian invasion and giving a name to a specific event would cause racism and hate towards the community as well as for the country, The way you showed the clips of specific people showing middle finger in cars I can show a tons of videos of native candains doing the same thing but then it's morally wrong because everyone's not same, same way just check out there's a lot of people who does bad things in public who are the citizens of Canada and who are doing bad stuff, imagine I make a video saying that "The stupid canadians who doesn't follow rules" that video will also show partial truth of some Canadians doing stupid things but associating Canada's name would spread racism against them which is wrong, same way you could've made a video on illigal immigrants who came from india but you choose to get more engagement by using racist terms and things which will make people think that all indians are same, in conclusion I just want to say that in america the highest earners are American-indians and I really thank us government for giving opportunities to them but they not only worked hard for those opportunities but they also worked more then the Americans to get to the top, if the America would have a better person to be the ceo of Google then sundar pichai must have been in india but since he's the best he's at the top same way every american-indian or legal immigrants not only worked hard to get there but also worked more to reach where they are, YOU HATE US, CAUSE YOU AIN'T US. (If you have talent skills and passion come to India and try to become ceo of Reliance industries or TATA group and if you really manage to do it I will not only say sorry but I will myself get all the Indians out of Canada) ✌️♌
Identity Attack0.27991617
Insult0.16337912
Profanity0.07514556
Threat0.058826666
Severe Toxicity0.014382465
Low Tox 0.27525392 Constructive 0.818 Moral_Argument
Feb 5, 2026 2 likes Inside Canada's Indian Invasion...
I dont know about anywhere else in canada but ive noticed that a growing number of men lurking around playgrouds trying to lure children are east indian males in their 20's-30s. These cultures in their …
I dont know about anywhere else in canada but ive noticed that a growing number of men lurking around playgrouds trying to lure children are east indian males in their 20's-30s. These cultures in their own countries had arranged marriages where they married children and is something they are bringing to our country except we dont allow that here so we are taking in these preditors who clearly want a young child and shielding them because if we point this out were racist. And to be clear i know theres other races that are preditors canadians included . But its a scary number of them that are young imigrant males who marry children in their own country
Identity Attack0.28034934
Insult0.16795322
Profanity0.03239325
Threat0.01086132
Severe Toxicity0.010299683
Low Tox 0.27412915 Constructive 0.672 Unverified_Claim
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
Because our government lets the new immigrants do what they want and punish Canadians to the max.
Because our government lets the new immigrants do what they want and punish Canadians to the max.
Identity Attack0.28883415
Insult0.070799805
Profanity0.015932998
Threat0.11922921
Severe Toxicity0.009536743
Low Tox 0.27412915 Low Con 0.257 Policy_Critique
Sep 8, 2025 5 likes Why Canadians Are Turning Against …
Old man, it isn't about color of your skin. It is about your culture that's not compatible with ours. You didn't come here to assimilate and to be Canadian. You came here to build India, …
Old man, it isn't about color of your skin. It is about your culture that's not compatible with ours. You didn't come here to assimilate and to be Canadian. You came here to build India, to take over Canada. There is almost 1,5 billion of you in India. Even if 100 milion of you come to Canada it won't make a dent in India's population, but Canada will perish. You don't want to assimilate because you cherish your culture. We also cherish our culture. Why do we have to accommodate to yours? You don't respect us, you want to marginalize us in our own country.
Identity Attack0.26494437
Insult0.1640896
Profanity0.038655918
Threat0.011560392
Severe Toxicity0.0128976675
Low Tox 0.27236435 Moderate Con 0.496 Identity_Assertion
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)

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.