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 make it make …" 1,431 comments · Page 31 of 58
I worked with the liberals in 2017 and this was orchestrated. Trudeau plan 400 was the name of it and he claimed it was to build relationships with india and Pakistan for free trade. That …
I worked with the liberals in 2017 and this was orchestrated. Trudeau plan 400 was the name of it and he claimed it was to build relationships with india and Pakistan for free trade. That was a lie....... Trudeau's libs were financially strapped when ndp and conservatives dominated the previous election. Trudeau got funding in the hundreds of millions by Indian investors in return the liberals configured the laws so these investors could make payday off all the Indians. Fake schools were huge, and trapped these indians into ridiculous housing arrangements. Then the liberals went too far by creating ridiculous visas for indiand for them to enter Canada like the nanny Visa called something else but they can take care of their own healthy family just to enter the country. Student visas allowed to work which turns into full time employment at liberal party hotspots like tim hortons and Amazon. They hire only Indians because the government pays half there salary Racism is extremely high and many communities have boycotted indian run establishments like in mine 2 groups went out of biz. It's a mess but Indians will slowly deteriorate. Will take time.
Identity Attack0.109318495
Insult0.16751462
Profanity0.025087673
Threat0.008945347
Severe Toxicity0.0049972534
Low Tox 0.23739935 Constructive 0.63 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Punjabi not belongs to India sir panjabi ll make own land in India soon
Punjabi not belongs to India sir panjabi ll make own land in India soon
Identity Attack0.28034934
Insult0.08030447
Profanity0.047173142
Threat0.036149003
Severe Toxicity0.017739398
Low Tox 0.23667802 Low Con 0.163 Identity_Assertion
Feb 24, 2026 Inside Canada's Indian Invasion...
I am an Indian. I request the people in all the developed countries of the world to make extremely tough emigration laws, so that the people who are legally acquiring citizenship of your country are …
I am an Indian. I request the people in all the developed countries of the world to make extremely tough emigration laws, so that the people who are legally acquiring citizenship of your country are not dependent on the taxes paid by the original residents of those countries. Plain, simple and honest. Now, if you are allowing every tom, dick and harry from any country to live in your country, then the chances would be high that, unproductive/criminals of the other country to start to get citizenship. Please DO NOT blame entire India for changing the demographic landscape of Canada, or any other developed country. Please make extremely tough laws, like in USA, to sift out the unwanted people. India is dirty, everyone knows. Indians are corrupt, everyone knows. So, please allow ONLY young Indians who are smart/hardworking enough, who can win a Nobel prize/Olympic Medal/set up businesses, for Canada, to take the citizenship of Canada.Take example of Dubai. Lawmakers of Dubai are intelligent/honest. Please......
Identity Attack0.18313584
Insult0.1342682
Profanity0.1413768
Threat0.011974656
Severe Toxicity0.012207031
Low Tox 0.23667802 Constructive 0.692 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Good journalism, it's good to get out and hear what people are thinking. In viewing, it occurs to me that it's hard for white people, and maybe Christians, to understand some Asians. I'm an American, …
Good journalism, it's good to get out and hear what people are thinking. In viewing, it occurs to me that it's hard for white people, and maybe Christians, to understand some Asians. I'm an American, so-called white American, and love Sanatana Dharm, or what most people call Hinduism - that term should soon be forgotten. Anyway, this video shows a variety of people called Indians but whom are vastly different in belief. So much so, they maybe fighting in India but abroad, they stick together. Islam and most Indian philosophies (they are not religions as there is no overarching institution or organization) feed the "devotees" several times a day...it is a part of the culture, shared meals with those who share faith. The Indians, they basically want a better life and will send money home. Muslims will buy land through a trust and then buy more and more. I don't know about Canada, but there are no such cultures in America - well, the Church has bought a lot of land but does nothing to serve people. The Mormons have land and a strong daily schedule, some community churches have very strong programs, but as a whole, The Church has done nothing to make itself appealing and therefore, there's no opposite or equal force. What to do? and as far as assimilating, yes, they should, but to what? Should they start playing hockey, drinking beer, etc. The second gen might. The West has lost it's way and religion isn't the solution but a culture not so decadent would be a good start.
Identity Attack0.28034934
Insult0.06722072
Profanity0.075792134
Threat0.014911477
Severe Toxicity0.008888245
Low Tox 0.2359567 Constructive 0.847
Nov 19, 2025 Inside Canada's Indian Metropolis (Brampton)
04:00 I keep wanting to have someone fully describe what white folks mean when they refer to their “culture, values, and way of life”, so I can understand what does or doesn’t make they different …
04:00 I keep wanting to have someone fully describe what white folks mean when they refer to their “culture, values, and way of life”, so I can understand what does or doesn’t make they different from myself or other groups, aside from our respective phenotype.
Identity Attack0.27991617
Insult0.054962315
Profanity0.07740857
Threat0.00948907
Severe Toxicity0.008468628
Low Tox 0.2359567 Constructive 0.566
Aug 24, 2025 1 likes Why Canadians Are Turning Against …
Better leave. If not, we will make you leave.
Better leave. If not, we will make you leave.
Identity Attack0.008028535
Insult0.05203446
Profanity0.018665737
Threat0.16699752
Severe Toxicity0.007820129
Low Tox 0.2359567 Low Con 0.175
Jan 16, 2026 2.9 million Canadian temporary visas …
1:48 the fake colleges are the real ones. Conestoga has become a diploma mill because they can make so much money pumping out foreign students.
1:48 the fake colleges are the real ones. Conestoga has become a diploma mill because they can make so much money pumping out foreign students.
Identity Attack0.10221587
Insult0.083359696
Profanity0.037403382
Threat0.007754337
Severe Toxicity0.0049591064
Low Tox 0.2359567 Low Con 0.187 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Not just Brampton, even Mississauga. Drive down Milton and you’ll see it, too. Oakville might be the only city that doesn’t have them. If you’ve read this far… yes, I am making fun of sheep …
Not just Brampton, even Mississauga. Drive down Milton and you’ll see it, too. Oakville might be the only city that doesn’t have them. If you’ve read this far… yes, I am making fun of sheep who think it’s a flex to be Canadian and signal it to the herd by mentioning the cities.
Identity Attack0.11047905
Insult0.16802633
Profanity0.024267852
Threat0.009256045
Severe Toxicity0.0050735474
Low Tox 0.2359567 Moderate Con 0.452 Humor_Satire
Feb 26, 2026 Inside Canada's Indian Invasion...
you make it sound like there is something wrong when there is not. Movement of the people. It has always been and will always be. Remember that time white people came to Canada? Funny how …
you make it sound like there is something wrong when there is not. Movement of the people. It has always been and will always be. Remember that time white people came to Canada? Funny how the real Indians are the next change after the Columbus' "Indians" were overtaken by anglo-saxons and francs.
Identity Attack0.27991617
Insult0.06739554
Profanity0.023174755
Threat0.008026198
Severe Toxicity0.00579834
Low Tox 0.2359567 Moderate Con 0.36 Comparative_Framing
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Change is bound to happen. The indigenous people were happy and making life for themselves until you guys came. This is just part of the cycle with the East Indians coming in. The new world …
Change is bound to happen. The indigenous people were happy and making life for themselves until you guys came. This is just part of the cycle with the East Indians coming in. The new world was not originally white.
Identity Attack0.28034934
Insult0.061101943
Profanity0.043916557
Threat0.010058682
Severe Toxicity0.008087158
Low Tox 0.23523538 Moderate Con 0.485
Oct 11, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
let’s be honest, if tyler is making a video about this.. that means we are not crazy and there is very much a problem and I feel very bad for Canada. Honestly, as an American …
let’s be honest, if tyler is making a video about this.. that means we are not crazy and there is very much a problem and I feel very bad for Canada. Honestly, as an American I would not tolerate this infestation in my country. Like I literally would not tolerate it and I would do something about it to make sure this doesn’t happen.
Identity Attack0.057492398
Insult0.11978693
Profanity0.07934829
Threat0.010291707
Severe Toxicity0.0061416626
Low Tox 0.23523538 Constructive 0.582
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Letting in too many at a time makes them not integrate properly into our society. They keep among themselves and this is what happened. Another Liberal made disaster.
Letting in too many at a time makes them not integrate properly into our society. They keep among themselves and this is what happened. Another Liberal made disaster.
Identity Attack0.10221587
Insult0.11172232
Profanity0.016752819
Threat0.011042561
Severe Toxicity0.0044441223
Low Tox 0.23451406 Low Con 0.249
Sep 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
at 12:13 driver holding a drink lol 🤣you shure your not from Brampton ? more jobs since the great economic world wide downfall back in the 2000`s ? pardon the pun, thats the problem i …
at 12:13 driver holding a drink lol 🤣you shure your not from Brampton ? more jobs since the great economic world wide downfall back in the 2000`s ? pardon the pun, thats the problem i dont see indians causing acidents i see other ethencities driving wild from increased traffic but theres a sign near Toronto ``all roads lead to Bramton inst it a fact the roads in canada are all conected to brampton . but every ethenicity throughout the years has run brampton look at populations from the past its a brampton thing, only drivers have issues with are intiled people the wealthy in brampton drive way too fast ! not any others its simple people got to drive slower thats all especialy morning traffic they go nuts. the people born in canada are being too agressive as they drive thats what i have seen ! new drivers are making too many mistakes and experienced drivers are driving any ways they want thats the issues ! Cool video dude .....
Identity Attack0.10699738
Insult0.10148193
Profanity0.043415543
Threat0.009696201
Severe Toxicity0.008354187
Low Tox 0.23415339 Constructive 0.692 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
As an American speaking, it's crazy that if you were to go to their country, you are permitted to adjust and assimilate the culture, but they come to other countries and turn a whole town …
As an American speaking, it's crazy that if you were to go to their country, you are permitted to adjust and assimilate the culture, but they come to other countries and turn a whole town into an assimilation of their country make it make sense. Loved how the Indian lady summed it up because immigrants are different
Identity Attack0.27682206
Insult0.07840354
Profanity0.073529124
Threat0.006861079
Severe Toxicity0.0061416626
Low Tox 0.23415339 Constructive 0.75 Comparative_Framing
Feb 7, 2026 Inside Canada's Indian Metropolis (Brampton)
This is Canada stop making into India
This is Canada stop making into India
Identity Attack0.26494437
Insult0.07396803
Profanity0.023789622
Threat0.007793174
Severe Toxicity0.006904602
Low Tox 0.23379272 Low Con 0.235 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadians are fighting to survive now ,, sorry if you have to return to your country ,, make it work in your country not ours ,,
Canadians are fighting to survive now ,, sorry if you have to return to your country ,, make it work in your country not ours ,,
Identity Attack0.21470967
Insult0.06512285
Profanity0.013166099
Threat0.0076637166
Severe Toxicity0.005874634
Low Tox 0.2330714 Moderate Con 0.464
Nov 26, 2025 Quebec Ends Economic Immigration Program …
Cross country strike until they step down . Don't be confused Sheer., you guys need to be way more conservative, we've had enough. You all voted for destructive policies. Why aren't you filing court challenges? …
Cross country strike until they step down . Don't be confused Sheer., you guys need to be way more conservative, we've had enough. You all voted for destructive policies. Why aren't you filing court challenges? Why aren't you talking about the bioweapon injections?? Did you make money on pcr's? PPs wifey too? Both sides have been compromised for decades. CSIS Report. China, India. Canadians never wanted immigration from any of these 3rd world countries. This is treason.
Identity Attack0.089973204
Insult0.1342682
Profanity0.017777596
Threat0.012751401
Severe Toxicity0.0051116943
Low Tox 0.2330714 Moderate Con 0.346 Call_To_Action
Feb 18, 2026 2 likes LILLEY UNLEASHED: The fall of …
Because they are making canadians homeless by taking all the affordable housing, they import drugs, they import guns, they increase crime.
Because they are making canadians homeless by taking all the affordable housing, they import drugs, they import guns, they increase crime.
Identity Attack0.14019285
Insult0.0817555
Profanity0.01220964
Threat0.011353259
Severe Toxicity0.0050354004
Low Tox 0.23235008 Low Con 0.242
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
This is making me feel ill. I can’t stand what’s happening to Canada. Or should I say new, new deli
This is making me feel ill. I can’t stand what’s happening to Canada. Or should I say new, new deli
Identity Attack0.07921951
Insult0.07808672
Profanity0.026863953
Threat0.01187109
Severe Toxicity0.005760193
Low Tox 0.23235008 Moderate Con 0.46 Fear_Threat
Feb 15, 2026 1 likes Inside Canada's Indian Invasion...
Once you realize the purpose of the liberal party is to destroy Canada everything they do makes sense.
Once you realize the purpose of the liberal party is to destroy Canada everything they do makes sense.
Identity Attack0.09410924
Insult0.06634661
Profanity0.017914234
Threat0.100830056
Severe Toxicity0.005722046
Low Tox 0.23198941 Low Con 0.146
Jun 22, 2025 How Canada broke its immigration …
even the people from india dont want to be in india anymore make it make sense bruh
even the people from india dont want to be in india anymore make it make sense bruh
Identity Attack0.2700233
Insult0.05027775
Profanity0.044668075
Threat0.010757755
Severe Toxicity0.0077438354
Low Tox 0.23162876 Low Con 0.143 Humor_Satire
Jan 28, 2026 11 likes Inside Canada's Indian Invasion...
Yet another video meant to create hate and division. Why would you let someone claim indians pay no taxes without following up? How can indians pay no taxes when they pay tens of thousands dollars …
Yet another video meant to create hate and division. Why would you let someone claim indians pay no taxes without following up? How can indians pay no taxes when they pay tens of thousands dollars in tuition, buy real estate, and are not eligible for any social assistance? Why not look into who makes up the bulk of offenders in Canada, who's on welfare/disability, who's unemployed? Of course this wouldn't fit your narrative.
Identity Attack0.23391083
Insult0.06858205
Profanity0.014532468
Threat0.0074824756
Severe Toxicity0.004005432
Low Tox 0.2312681 Moderate Con 0.415 Policy_Critique
Sep 24, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
As Canadian I just want to thank you for making this video and shinning a light. This country is getting destroyed
As Canadian I just want to thank you for making this video and shinning a light. This country is getting destroyed
Identity Attack0.078392304
Insult0.0638991
Profanity0.030138692
Threat0.04524883
Severe Toxicity0.007095337
Low Tox 0.23090743 Constructive 0.512 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Im tired of wanting to move out my apartment but i cant cuz foreigners are buying up property and jacking up rent prices. And yes i am a daughter of an immigrant. And i see …
Im tired of wanting to move out my apartment but i cant cuz foreigners are buying up property and jacking up rent prices. And yes i am a daughter of an immigrant. And i see student housing being built and the rent is cheap! My rent has gone up twice in 2 years. Nothing is available under 1300 unless you rent a room. Nobody can change my traditions because they are mine and dont affect anyone. Groceries are unreal. I dont have a car anymore. I dont have children or a partner. Social time or entertainment is this. Youtube and my 2 dogs one of which now needs a leg amputation as she has cancer in her paw. I have a gofundme but its slow. But i see other pet owners that have them and because they use their pet as their unpaid actor they have made the money needed in days. Im just offering paperwork,proof,photos,making beaded collars,to try and make more. Im trying to open my own business doing nails. But callbacks from offices are not happening. My mental health has suffered since I was 18. I am gen x. Being a minority doesnt mean i get whatever i want either.
Identity Attack0.18235919
Insult0.082866095
Profanity0.052934792
Threat0.0077802283
Severe Toxicity0.0065231323
Low Tox 0.23090743 Constructive 0.813
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I’m gonna comment here with a lil rant and I’m Indian woman, and I know my comment here would probably invite a lot of racist remarks . I am working very hard in my country …
I’m gonna comment here with a lil rant and I’m Indian woman, and I know my comment here would probably invite a lot of racist remarks . I am working very hard in my country to be a doctor and I wanna leave my country (because no opportunities ) and move to a better and a safer country where I’m respected as a woman , which my country fails to . Now , I have to give a lot of exams and fill up a lot of visa requirements to be in any better country and I’m absolutely fine with it . But I’m not fine with the fact that countries like Canada , Australia , uk etc are immigrating people from India who are not educated , don’t wanna assimilate, with very eased up visa requirements, easy pr facilities because these countries want cheap labor and when these bottom of barrel uneducated folks move to another country they do shady businesses , start making huge communities of similar people having similar views and this leads to chaos and a backlash , racism on a particular ethnicity, stereotypes and so and so . I’m not saying my people aren’t flawed , they are but why the government is so easy in immigrating uneducated uncouth people from 3rd world countries where even these people wouldn’t be hired in some great companies or give anything great to build a valuable society , why people who are talented and literally would assimilate, has respect , is educated literally would bring a change for better is sidelined or toughened up their immigration process ? I might come off as very rude and jealous by my comment and actually im kinda jealous but I really wanna know and I observed this pattern a lot . All educated people wanting to move out are struggling while these kinda are just migrating so so easily and most even have permanent residencies WHAT ???
Identity Attack0.17614605
Insult0.076185785
Profanity0.13256322
Threat0.013579931
Severe Toxicity0.012283325
Low Tox 0.22980402 Constructive 0.778 Policy_Critique
Jan 27, 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.