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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: "The only people that do …" 4,268 comments · Page 99 of 171
I'm a native in Canada I don't mind the migrants that worked hard for their citizenship, I love all the white people and migrants that exist here for 100+ years already . The problem is …
I'm a native in Canada I don't mind the migrants that worked hard for their citizenship, I love all the white people and migrants that exist here for 100+ years already . The problem is flaud laws or lack of and migrants forcing their country standards or lack of on us
Identity Attack0.2823795
Insult0.07333439
Profanity0.024677763
Threat0.007365964
Severe Toxicity0.0062179565
Low Tox 0.25462922 Constructive 0.722
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
DOES ANYONE ASK WHY IMMIGRANTS ARE COMING, IF WESTERN GOVERNMENTS CONTINUE TO DESTABLISE AND WEAKEN OTHER COUNTRIES IN AFRICA AND THE MIDDLE EAST WHY BE SURPRISED IF NORMAL PEOPLE IN THOSE WANT TO SEEK A …
DOES ANYONE ASK WHY IMMIGRANTS ARE COMING, IF WESTERN GOVERNMENTS CONTINUE TO DESTABLISE AND WEAKEN OTHER COUNTRIES IN AFRICA AND THE MIDDLE EAST WHY BE SURPRISED IF NORMAL PEOPLE IN THOSE WANT TO SEEK A BETTER AND MORE STABLE LIFE IN THE WEST. MORAL OF THIS TALE THE WEST NEEDS TO STOP INVADING OTHER COUNTRIES!
Identity Attack0.25647953
Insult0.06889887
Profanity0.022013342
Threat0.010265815
Severe Toxicity0.009117126
Low Tox 0.25462922 Moderate Con 0.364 Moral_Argument
Aug 26, 2025 Why Canadians Are Turning Against …
The agruments are weak. The first settlers who left europe to settle in US was for economical and religious reasons. People should give up their food, personal values, language when they settle in north america? …
The agruments are weak. The first settlers who left europe to settle in US was for economical and religious reasons. People should give up their food, personal values, language when they settle in north america? Well I guess you cannot eat any Jamaican food again. In new york people still are proud of their italian and irish heritage. The problem with Canada is you flooding your country way too fast with immigrants.
Identity Attack0.28034934
Insult0.08582769
Profanity0.015147334
Threat0.007521313
Severe Toxicity0.005264282
Low Tox 0.25462922 Constructive 0.629
Aug 25, 2025 8 likes Why Canadians Are Turning Against …
I wounder if the indigenous people of canda felt the same way when white people demographicly replaced them? Some food for thought 🤔
I wounder if the indigenous people of canda felt the same way when white people demographicly replaced them? Some food for thought 🤔
Identity Attack0.2816105
Insult0.06354945
Profanity0.02795705
Threat0.011172019
Severe Toxicity0.007896423
Low Tox 0.25462922 Moderate Con 0.443
Jan 27, 2026 Inside Canada's Indian Invasion...
Well if the indians really wanted to be a part of this country they should be inviting the homeless in that church into their temple's foodbank and really show their value to the people they're …
Well if the indians really wanted to be a part of this country they should be inviting the homeless in that church into their temple's foodbank and really show their value to the people they're gentrifying.
Identity Attack0.28034934
Insult0.08434689
Profanity0.04141149
Threat0.009230154
Severe Toxicity0.00869751
Low Tox 0.25462922 Moderate Con 0.407 Moral_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Dont know about canada but we Indians live rent-free in canadians heads. I've never been to canada, nor even thought about that country much in my life up until i started meeting many canadians on …
Dont know about canada but we Indians live rent-free in canadians heads. I've never been to canada, nor even thought about that country much in my life up until i started meeting many canadians on the internet who lose it on me for no reason at all. The most hateful people i have met online have been canadians. I have talked to american gr0ypers online on platforms like discord and omegle etc... and they've been more respectful, polite and friendly than so called "liberal" canadians. Some of them i even befriended. This is sad. What a sorry state it would be to live in one of these canadians mind. Filled with hate against one particular peoples. All of this hate that i have received will only make me definitely avoid to visit canada at all costs!
Identity Attack0.23998553
Insult0.1640896
Profanity0.055940874
Threat0.008272167
Severe Toxicity0.0074005127
Low Tox 0.25462922 Constructive 0.623 Personal_Narrative
Feb 26, 2026 2 likes Inside Canada's Indian Invasion...
"if more immigrants came we should be very happy" oh is that so? so... if they were.... lets say.... pakistani? would you still feel the same there buddy? if there was mass migration by the …
"if more immigrants came we should be very happy" oh is that so? so... if they were.... lets say.... pakistani? would you still feel the same there buddy? if there was mass migration by the people you literally kicked out of your country 60 years ago would that make you happy?
Identity Attack0.27914262
Insult0.075868964
Profanity0.025770858
Threat0.014911477
Severe Toxicity0.0090408325
Low Tox 0.25462922 Moderate Con 0.374 Fear_Threat
Feb 4, 2026 Inside Canada's Indian Metropolis (Brampton)
Stop Lying. these people. Are sponsored. By The GOvernment. With 🏠 ing and Business. Loans
Stop Lying. these people. Are sponsored. By The GOvernment. With 🏠 ing and Business. Loans
Identity Attack0.006437627
Insult0.17610447
Profanity0.05268429
Threat0.0069387536
Severe Toxicity0.0049591064
Low Tox 0.25462922 Low Con 0.102
Jun 24, 2019 3 likes How much do refugees and …
Canada is failed state. People confuse GDP growth with success. We brought immigrants to subsidize
Canada is failed state. People confuse GDP growth with success. We brought immigrants to subsidize
Identity Attack0.22458547
Insult0.14331897
Profanity0.020442016
Threat0.0066345283
Severe Toxicity0.0050354004
Low Tox 0.25462922 Low Con 0.267
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
But people in India also Sikhs do casticism.... don't treat other as humans😂😂😂
But people in India also Sikhs do casticism.... don't treat other as humans😂😂😂
Identity Attack0.28034934
Insult0.16195811
Profanity0.07255927
Threat0.013528148
Severe Toxicity0.017481172
Low Tox 0.25462922 Moderate Con 0.391 Comparative_Framing
Jan 23, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
The vast majority of Canadians (including the recent immigrants) want less immigration. There is no division at all. The only people who want more immigrants, are greedy businesses who don't want to pay Canadians decent …
The vast majority of Canadians (including the recent immigrants) want less immigration. There is no division at all. The only people who want more immigrants, are greedy businesses who don't want to pay Canadians decent wages.
Identity Attack0.18235919
Insult0.16337912
Profanity0.01846078
Threat0.006686311
Severe Toxicity0.0039100647
Low Tox 0.25462922 Moderate Con 0.473 Policy_Critique
Feb 11, 2026 Canada's tighter immigration policy divides …
Sad but true. i am an immigrant myself but I am sad to say these people who manipulate the system to be here and abuse every law are a disgrace to the immigrants who came …
Sad but true. i am an immigrant myself but I am sad to say these people who manipulate the system to be here and abuse every law are a disgrace to the immigrants who came the right way, follow the law, and assimilate and live Canadian values.
Identity Attack0.17847598
Insult0.19225755
Profanity0.02385794
Threat0.0071847234
Severe Toxicity0.004749298
Low Tox 0.25462922 Constructive 0.682 Personal_Narrative
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Agenda to destroy the west and force peopled into communism state run everything.
Agenda to destroy the west and force peopled into communism state run everything.
Identity Attack0.13591312
Insult0.05144889
Profanity0.041912504
Threat0.15276608
Severe Toxicity0.010070801
Low Tox 0.25462922 Low Con 0.097
Jun 19, 2025 2 likes How Canada broke its immigration …
Support indigenous people Not terrorists criminals
Support indigenous people Not terrorists criminals
Identity Attack0.11744241
Insult0.16195811
Profanity0.060951006
Threat0.012078222
Severe Toxicity0.009269714
Low Tox 0.25462922 Low Con 0.27
Nov 23, 2025 Quebec Ends Economic Immigration Program …
They say racism is taught. And within young kids you can see and hear very clearly it totally can be as it’s heavily based on perspective. As someone with autism I genuinely just see people …
They say racism is taught. And within young kids you can see and hear very clearly it totally can be as it’s heavily based on perspective. As someone with autism I genuinely just see people for who they are and what they provide ignoring race or politics and I’ve never been racist. With all of that said I almost feel as a white Canadian now a days what “first generation racism” feels like. But it’s not like traditional “racism” hating for the sake of hating. It’s more so getting mad that they come into our country refusing to adapt and then also take countless amounts of jobs while sky rocketing housing prices. Like damn when I was a kid I felt like I had so many options. But now there’s no seeable future for me it feels like. Immigrants are taking so many jobs and countless people faking disabilities so I cannot have mine taken seriously or properly. Like holy crap man call me “racist” but mass immigration has undeniably changed Canada for the worst and if you don’t agree you’re probably one of the problems that moved here
Identity Attack0.27914262
Insult0.09563028
Profanity0.03615085
Threat0.009696201
Severe Toxicity0.0075531006
Low Tox 0.25462922 Constructive 0.78
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
All big department stores in London , Ont are now staffed by more than 90 percent with only Indians , where are the previous employees ?? are they laid off , it all happened in …
All big department stores in London , Ont are now staffed by more than 90 percent with only Indians , where are the previous employees ?? are they laid off , it all happened in just few years , unbelievable !! why no inquiry about replacing all other hard working Canadians and legal immigrants by new arrivals from only one country ,India and who are those workers , most of them are students , many came with fake documents and many many of them have absolutely no intention to finish their education in Canada but to use these loopholes to get into Canada and never leave , India is one of the most corrupt countries in the world ( look at the origin of most of the scam calls ! ), you can get a PHD degree there with money, ( the most scary part is hiring nurses or doctors with maybe fake degrees ) now corruption and loopholes in our immigration system allowed this influx of cheaters while hundred of thousands of Canadians cant find jobs and honest people from everywhere who try to immigrate through the front door face all the difficulties, this is not racism, it is the truth ...
Identity Attack0.26833034
Insult0.11978693
Profanity0.025360947
Threat0.00866054
Severe Toxicity0.0077438354
Low Tox 0.25462922 Constructive 0.566
Oct 1, 2025 IRCC Names India in Study …
Where are the indigenous people or first nation. No temple or mosque should be in Canada, you cannot go to their country and do that
Where are the indigenous people or first nation. No temple or mosque should be in Canada, you cannot go to their country and do that
Identity Attack0.2964622
Insult0.061801232
Profanity0.015693882
Threat0.007573096
Severe Toxicity0.0074386597
Low Tox 0.25462922 Moderate Con 0.303 Identity_Assertion
Oct 21, 2025 Inside Canada's Indian Metropolis (Brampton)
As a Brampton resident, these people are ruining the city.
As a Brampton resident, these people are ruining the city.
Identity Attack0.033527173
Insult0.16766082
Profanity0.02249157
Threat0.020954676
Severe Toxicity0.003929138
Low Tox 0.25462922 Moderate Con 0.401 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Yo Tyler, I know you won’t read this and doubt you remember me. Went to the same high school in Modesto and you knew a few of my friends too. You’ve fallen so far since …
Yo Tyler, I know you won’t read this and doubt you remember me. Went to the same high school in Modesto and you knew a few of my friends too. You’ve fallen so far since those days. How far down you’ll climb for content is sad. Modesto don’t love you like that. Those around you gassing you up, telling you you’re special and you make a difference are lying to you. Find Christ, find a purpose, hit the gym, do something productive. But do something else mad, it’s just sad. You’ve aligned yourself with people who have devious, self serving intentions. Think harder man
Identity Attack0.017867407
Insult0.18107465
Profanity0.07740857
Threat0.010239923
Severe Toxicity0.0075149536
Low Tox 0.25462922 Constructive 0.55 Personal_Narrative
Feb 4, 2026 2 likes Inside Canada's Indian Invasion...
I would rather have an Indian majority over Somali. Indians are very nice people.
I would rather have an Indian majority over Somali. Indians are very nice people.
Identity Attack0.2839175
Insult0.070482984
Profanity0.06946823
Threat0.020436687
Severe Toxicity0.013478675
Low Tox 0.25462922 Constructive 0.522 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
You talk about the French Language??? Ottawa is a ENGLISH province. The French language was implemented by Trudeaus dad when it was English only and Quebec wanted to separate. The French people take up our …
You talk about the French Language??? Ottawa is a ENGLISH province. The French language was implemented by Trudeaus dad when it was English only and Quebec wanted to separate. The French people take up our government jobs in Ottawa and leave the lower paying jobs to other non speaking French. Go to Quebec they have NO ENGLISH SIGNS, but come to Ottawa making sure they are entitled!. Im sick of the language barrier its discrimination and take the free riders from other countries with you.
Identity Attack0.15945168
Insult0.16766082
Profanity0.016479544
Threat0.0065050707
Severe Toxicity0.005760193
Low Tox 0.25462922 Constructive 0.516 Policy_Critique
Aug 27, 2025 Why Canadians Are Turning Against …
Look at all these legal gun owners shooting people. Maybe it is the guns that are the problem.
Look at all these legal gun owners shooting people. Maybe it is the guns that are the problem.
Identity Attack0.008583503
Insult0.030816011
Profanity0.020988565
Threat0.34804323
Severe Toxicity0.009841919
Low Tox 0.25462922 Low Con 0.132 Policy_Critique
Feb 24, 2026 Canadian immigration officers investigating hundreds …
We let in too many unvetted criminals, because we tried to be too nice. Bad people take advantage of that.... Time to restrict unvetted refugees and immigrants, and time to throw out every criminal without …
We let in too many unvetted criminals, because we tried to be too nice. Bad people take advantage of that.... Time to restrict unvetted refugees and immigrants, and time to throw out every criminal without a citizenship. Those, we'll jail ourselves... PS: We DO need immigrants because of our low birthrate (it's negative), and our aging population... BUT, we need to check CHARACTER first. Not colour, just CHARACTER!!!
Identity Attack0.23694818
Insult0.10294484
Profanity0.017299367
Threat0.034422375
Severe Toxicity0.008621216
Low Tox 0.25462922 Moderate Con 0.45 Policy_Critique
Feb 18, 2026 1 likes Canadian immigration officers investigating hundreds …
I'm an Indian but I don't support invading a whole country as a swarm and transforming that place like their homeland literally making the actual natives uncomfortable. If you wanna live in that place , …
I'm an Indian but I don't support invading a whole country as a swarm and transforming that place like their homeland literally making the actual natives uncomfortable. If you wanna live in that place , just respect the people's culture , religion and appreciate the rational space they actually provide . And for the countries with illegal immigrant problems , just send them back ??!! The government's corruption is also playing a major role . These goverment officials collect lumpsum amount of money from immigrants as bribe and letting them live there by the fact that it's easier for the government to earn by making the country worse than actually earning by making the country better .
Identity Attack0.23163283
Insult0.11464815
Profanity0.078378424
Threat0.011974656
Severe Toxicity0.009689331
Low Tox 0.25462922 Constructive 0.753 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Come india n see the reality of hindu people😅😅😅😅😅😂😂😂😂😂
Come india n see the reality of hindu people😅😅😅😅😅😂😂😂😂😂
Identity Attack0.2846865
Insult0.089778624
Profanity0.07255927
Threat0.03407705
Severe Toxicity0.02296847
Low Tox 0.25462922 Low Con 0.209
Sep 19, 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.