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: "You can't take in more …" 1,250 comments · Page 27 of 50
If immigration is judged by contribution, Indian immigrants are objectively a net positive, unlike other groups such as Somalians, Afghans etc. Indians, they work, pay taxes, and are overrepresented in high skill fields like engineering, …
If immigration is judged by contribution, Indian immigrants are objectively a net positive, unlike other groups such as Somalians, Afghans etc. Indians, they work, pay taxes, and are overrepresented in high skill fields like engineering, medicine, and tech. Silicon Valley runs on Indian talent, founders, CEOs, and engineers. Remove Indian immigrants and the U.S. tech sector would take a massive hit. That’s not opinion, that’s reality.
Identity Attack0.36702603
Insult0.0654725
Profanity0.018529098
Threat0.05688698
Severe Toxicity0.013478675
Low Tox 0.2667042 Constructive 0.525 Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I think it's great,keep them elbows up and enjoy the cultural enrichment. It should be mandatory for all leftists to take a 6 pack of them into their homes .
I think it's great,keep them elbows up and enjoy the cultural enrichment. It should be mandatory for all leftists to take a 6 pack of them into their homes .
Identity Attack0.20088354
Insult0.10440776
Profanity0.041160982
Threat0.079364374
Severe Toxicity0.0104522705
Low Tox 0.2667042 Moderate Con 0.43 Humor_Satire
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Is been Doing for long time but takes government year's to now is the same with corrupt driving schools
Is been Doing for long time but takes government year's to now is the same with corrupt driving schools
Identity Attack0.013847848
Insult0.26957804
Profanity0.023379711
Threat0.0068287146
Severe Toxicity0.0029754639
Low Tox 0.2667042 Low Con 0.136 Policy_Critique
Sep 30, 2025 1 likes IRCC Names India in Study …
There is nothing called colour difference. Black hair and otherwise does not matter! End of the day people protect a country. Less people means easy for take over! Canada should be at least 100 million …
There is nothing called colour difference. Black hair and otherwise does not matter! End of the day people protect a country. Less people means easy for take over! Canada should be at least 100 million strong good people to survive!!
Identity Attack0.2846865
Insult0.07903719
Profanity0.019348921
Threat0.009825659
Severe Toxicity0.009155273
Low Tox 0.2667042 Moderate Con 0.482 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
Sometimes i think they came to take ower and destroy the EU
Sometimes i think they came to take ower and destroy the EU
Identity Attack0.10221587
Insult0.045593183
Profanity0.08128801
Threat0.21332647
Severe Toxicity0.009994507
Low Tox 0.2667042 Low Con 0.279 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
the poop thing ONLY takes place in 1, ONE rual farm village, once a year, it is NOT a national thing,
the poop thing ONLY takes place in 1, ONE rual farm village, once a year, it is NOT a national thing,
Identity Attack0.012641981
Insult0.09270445
Profanity0.15812257
Threat0.0077672824
Severe Toxicity0.008850098
Low Tox 0.2648175 Low Con 0.206
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
The problem is not the immigrants. The problem is with Canadian leaders, and the Canadians who elected and reelected them to office. I lived in Nova Scotia for just over 2 decades. I attempted to …
The problem is not the immigrants. The problem is with Canadian leaders, and the Canadians who elected and reelected them to office. I lived in Nova Scotia for just over 2 decades. I attempted to have many discussions about these issues and was shocked by the generally vapid responses I'd get. Much more to say, but the main point is that Canadians have destroyed their own country's quality of life and from what I can see, Canada is not worthy of respect as a nation. I take ZERO pleasure in saying this. However, the country should have provided the United States with a up close example of what a well run social democratic nation looks like. Instead, Canada is a joke to the far right and in fact fuels the far right in the US. Now with the global south amassing on the US's northern border (visit Halifax, NS if you have any questions about this), I view Canada as a threat to the USA - which is a nation with more than enough problems. A note to immigrants reading this: I respect many of you individually, and I do not in the least mind having you in my community. You as an individual are not the problem per se. The problem is that policy makers are simply using migrants to increase Canada's population to 100M by end of century. Google "Canadian House of Commons Century Initiative" to see how Canadian lawmakers voted in support of this policy. Best, Patrick Moan goodhumanhabitat.org
Identity Attack0.28034934
Insult0.16053712
Profanity0.021808386
Threat0.010421164
Severe Toxicity0.008583069
Low Tox 0.26293078 Constructive 0.759 Policy_Critique
Dec 16, 2025 1 likes Why Canadians Are Turning Against …
Little too late Canada ! For the last 10+ years you liberals that continued to support POS Trudeau and now an even bigger POS Carney have given these extremists the golden key to the nation …
Little too late Canada ! For the last 10+ years you liberals that continued to support POS Trudeau and now an even bigger POS Carney have given these extremists the golden key to the nation to run havoc in our streets , in our schools , in our institutions, in everything that is wrong in our nation ! I’m so confused as to why our Police and Military Service have failed us ! “ They were to Serve and Protect Us The Citizens of this Nation “ !! Yet they are protecting the installed criminal infidels that have been placed in our country by the WEF to wreak havoc ! Time is ticking Canada we the true and patriot citizens need to stand together and take back our nation !!
Identity Attack0.058856625
Insult0.24767025
Profanity0.025497584
Threat0.009877442
Severe Toxicity0.006980896
Low Tox 0.26293078 Moderate Con 0.361
Aug 26, 2025 Why Canadians Are Turning Against …
Reverse racism political correctness. Erosion of right sand freedoms and the Destruction of the the family .destruction and eroding of rights ,freedoms and liberties ,censorship in a broken system . We need to make A …
Reverse racism political correctness. Erosion of right sand freedoms and the Destruction of the the family .destruction and eroding of rights ,freedoms and liberties ,censorship in a broken system . We need to make A change all this being. Said this they want you to toe the line and not thinku sweat the narrative as Marxism totalitarian covered in communism destroys our country.culture and rights Our birthright as peacekeepers even at stake they all say and do nothing tell lies and do nothing giving everything to everyone else while not taking of there own u know we all bleed red our fathers and mother s of all colours sacrificed and died for our freedoms and choices.as they say " if we don't learn from history we are bound to it again
Identity Attack0.18391247
Insult0.16788013
Profanity0.054437835
Threat0.05171447
Severe Toxicity0.01302678
Low Tox 0.26293078 Moderate Con 0.495 Policy_Critique
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
Gangs are taking over other countries and dictating their own rules. This is happening all over the world. They want to destroy countries from within, exterminating the indigenous population. They're not coming to live with …
Gangs are taking over other countries and dictating their own rules. This is happening all over the world. They want to destroy countries from within, exterminating the indigenous population. They're not coming to live with us, but in our place.
Identity Attack0.15517195
Insult0.075868964
Profanity0.030639706
Threat0.13815513
Severe Toxicity0.010147095
Low Tox 0.26293078 Moderate Con 0.458 Fear_Threat
Feb 25, 2026 Inside Canada's Indian Invasion...
Canada will never face any problem from Hindus because Indian Hindus who always live within the country will never betray the country. Those people do not take even a single penny of wrong help from …
Canada will never face any problem from Hindus because Indian Hindus who always live within the country will never betray the country. Those people do not take even a single penny of wrong help from the Canadian government.
Identity Attack0.32768643
Insult0.08558089
Profanity0.019895468
Threat0.007081157
Severe Toxicity0.006980896
Low Tox 0.26293078 Moderate Con 0.435
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
If india was great and people were continuously coming tk my country and taking over even exploiting our resources meant for our people i would be unhappy too.
If india was great and people were continuously coming tk my country and taking over even exploiting our resources meant for our people i would be unhappy too.
Identity Attack0.28034934
Insult0.10587067
Profanity0.08096472
Threat0.02371728
Severe Toxicity0.014769804
Low Tox 0.26293078 Constructive 0.538 Identity_Assertion
Dec 9, 2025 Inside Canada's Indian Metropolis (Brampton)
Go take a look at Indian Illinois invasion
Go take a look at Indian Illinois invasion
Identity Attack0.2831485
Insult0.06354945
Profanity0.059447967
Threat0.014738814
Severe Toxicity0.011978149
Low Tox 0.26293078 Low Con 0.213 Comparative_Framing
Feb 4, 2026 Inside Canada's Indian Invasion...
I say all of us Canadians move to india lol and we take over
I say all of us Canadians move to india lol and we take over
Identity Attack0.28034934
Insult0.0777699
Profanity0.07611542
Threat0.013113883
Severe Toxicity0.010070801
Low Tox 0.26104406 Low Con 0.288
Oct 10, 2025 IRCC Names India in Study …
@mikenewbold1699 Mike tell me one thing do you help your siblings hard time in there life do u take care your parents when there old nah right do u help your poor relatives do something …
@mikenewbold1699 Mike tell me one thing do you help your siblings hard time in there life do u take care your parents when there old nah right do u help your poor relatives do something change there life do you give away money every month to help homeless people no body sleep empty stomach we re far from homeland we love our homeland butt canada is now our homeland because we work live here pay taxes helping Canada to grow to we re Indian we know India is not clean like Canada butt our roots family value culture value is more clean then spring water 💦 life is not all racism talking shett about other people check the facts population of Indian lives in Canada 99.9 working paying tax check canadian born status working class Canadian don’t talk shett still god bless you
Identity Attack0.18235919
Insult0.1711343
Profanity0.10054382
Threat0.0082074385
Severe Toxicity0.013866014
Low Tox 0.26104406 Constructive 0.648 Moral_Argument
Feb 10, 2026 Inside Canada's Indian Invasion...
U can’t get a job anywhere when ur a kid all the punjab takes the jobs u go anywhere they working u can’t get job anywhere
U can’t get a job anywhere when ur a kid all the punjab takes the jobs u go anywhere they working u can’t get job anywhere
Identity Attack0.16159154
Insult0.08459369
Profanity0.06295506
Threat0.010369381
Severe Toxicity0.013349563
Low Tox 0.25915736 Moderate Con 0.309 Personal_Narrative
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
The Liberals have no respect or care for born Canadians they hate us and treat us like there servants. We have no rights, everything we have and own they can take and give to non …
The Liberals have no respect or care for born Canadians they hate us and treat us like there servants. We have no rights, everything we have and own they can take and give to non Canadians. Its wrong.
Identity Attack0.24074486
Insult0.1505596
Profanity0.019212283
Threat0.0077154995
Severe Toxicity0.005378723
Low Tox 0.25915736 Moderate Con 0.41 Identity_Assertion
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
My grandparents immigrated here from Jamaica and certain groups have made the word immigration annoying and obnoxious now. It’s not even immigration at this point it’s just a full take over and a blatant disrespect …
My grandparents immigrated here from Jamaica and certain groups have made the word immigration annoying and obnoxious now. It’s not even immigration at this point it’s just a full take over and a blatant disrespect for our country. Don’t follow the rules, aren’t compliant , protesting that Canadians don’t respect them and that they should stay there even if the visa is up, demanding money, buying all businesses and blatantly not hiring Canadians because they aren’t of a certain race. It’s extremely disrespectful and we need to start sticking up for the people of this country and have tighter rules and regulations to get in. Disappointed in our country…we’ve failed. What happened to the old school immigrants that would come in work hard build wealth and have pride in moving to Canada. It’s really the younger generation of immigrants that are entitled and stupid. And this is coming from a young person. Some of the immigrants (if you know you know) aren’t even that good at their job, they careless do it half ass and expect tips and that certain details will go unnoticed because they didn’t earn the job they just showed up and were handed the job.
Identity Attack0.23618884
Insult0.16883044
Profanity0.03389629
Threat0.008815889
Severe Toxicity0.008087158
Low Tox 0.25915736 Constructive 0.692
Oct 4, 2025 IRCC Names India in Study …
Deportation needs to take place in every immigration office
Deportation needs to take place in every immigration office
Identity Attack0.24074486
Insult0.04149419
Profanity0.029888187
Threat0.05171447
Severe Toxicity0.01083374
Low Tox 0.2553839 Low Con 0.204 Call_To_Action
Aug 26, 2025 Why Canadians Are Turning Against …
I can understand the immigration problem in your country. The problem I have is where people would use immigration as a cover for being racist. If you want to assimilate immigrants in your country, it …
I can understand the immigration problem in your country. The problem I have is where people would use immigration as a cover for being racist. If you want to assimilate immigrants in your country, it would take a while. They will need time and patience. Likely their children will be more assimilated if they were young or born there. A lot of immigrants who are white in your country and your history likely took time for them to assimilate. But their children were likely already assimilated. Also, don’t blame the immigrants for the actions of your government. And yes, your country is changing and it happens all the time when you are nation founded by immigrants. For some of you who think the system isn’t working I get that. But for those who find it a problem when they are not white, just say it.
Identity Attack0.28883415
Insult0.083112895
Profanity0.06195303
Threat0.009799767
Severe Toxicity0.008850098
Low Tox 0.2553839 Constructive 0.732 Moral_Argument
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
come to australia and do something abt our priminester who doesn’t listen to Australians and are having a mass immigration problem and they won’t do anything abt it they take our jobs houses to our …
come to australia and do something abt our priminester who doesn’t listen to Australians and are having a mass immigration problem and they won’t do anything abt it they take our jobs houses to our tax payer money and everything australia is being taken over by immigrants
Identity Attack0.2803029
Insult0.077136256
Profanity0.02023706
Threat0.0086087575
Severe Toxicity0.006980896
Low Tox 0.2553839 Moderate Con 0.42
Jan 27, 2026 Inside Canada's Indian Invasion...
Carnivorous Cultures Take Advantage of Our Christian Compassion 😮🎉😢
Carnivorous Cultures Take Advantage of Our Christian Compassion 😮🎉😢
Identity Attack0.27778897
Insult0.061101943
Profanity0.06546012
Threat0.012958534
Severe Toxicity0.013414118
Low Tox 0.25462922 Low Con 0.178 Moral_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
Everything in this video is the sad reality of today, I worked in a production of fruits and veggies, and the agency "immigrants" hiring were practically, eating food with their hands instead of utensiles available …
Everything in this video is the sad reality of today, I worked in a production of fruits and veggies, and the agency "immigrants" hiring were practically, eating food with their hands instead of utensiles available to everyone at said place to even praying infront of canadian employees about their own beliefs and old ways.... it's truly disrespectful to be surrounded by immigrants who couldn't care for 2 cents about the country they migrate too. I'm now unemployed, been searching for a job for the last 3 months and can't even get hired into a basic low wage job like mc donalds tim hortons or any of those because its filled with nothing but immigrants. Really sad, and i'm annoyed that I dont get any callback from anywhere due to overflux of immigrants taking the jobs that can atleast get you out of trouble.
Identity Attack0.21470967
Insult0.16773392
Profanity0.03765389
Threat0.007883795
Severe Toxicity0.0075149536
Low Tox 0.25462922 Constructive 0.729
Sep 15, 2025 1 likes Why Canadians Are Turning Against …
Just look around he’s immigrant taking the jobs. The homes, the apartments, the money while we suffer, paying for all this.
Just look around he’s immigrant taking the jobs. The homes, the apartments, the money while we suffer, paying for all this.
Identity Attack0.28034934
Insult0.07745308
Profanity0.0166845
Threat0.0086087575
Severe Toxicity0.0062179565
Low Tox 0.25462922 Moderate Con 0.414 Economic_Argument
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
🏡Indian real estate agents - 🚩please explain why almost all listings on RealtorD0Tca for Toronto, Canada are under Indian Real estate agents? They try to take over all real estate. They get a lot of …
🏡Indian real estate agents - 🚩please explain why almost all listings on RealtorD0Tca for Toronto, Canada are under Indian Real estate agents? They try to take over all real estate. They get a lot of homes through mortgage fraud (watch the CDC report), to rent out as rooming houses, and they are a big reason for the housing shortage. Please do not buy from them if they are the selling agent. They are known to put harmful hidden clauses in the documents to get more money out of you than the list price, then you find out after the sale closes. They did this to one lady who bought her first home, and when the details were revealed AFTER closing, she had to file for BANKRUPTCY to clear her name and start her financial life again. DO NOT do the deal if they are the selling agent, and NEVER sign any paperwork they give you. We call it P----i paperwork. Do not sign it. Period. If they are the selling agent, walk away. Please spread the word. Their behavior is an ORGANIZED assault on the Canadian real estate and financial system, and it demands Canadians to deliver an organized response in rejection of this behavior. Boycott.
Identity Attack0.20680901
Insult0.1669316
Profanity0.07320584
Threat0.01187109
Severe Toxicity0.008354187
Low Tox 0.25462922 Constructive 0.661 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...

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.