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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: "This is same thing the …" 894 comments · Page 18 of 36
Canada…Canada..stop..stop..visa,immigration & refugees..all frauds with government..be like’s president TRUMPS..he is absolutely right…otherwise ..we will be next USA..unemployment ,inflation…& more crime…wakes up…they peoples gets undeserved benefits from Canada governments..we know everything..how governments authorities..don’t know this all …
Canada…Canada..stop..stop..visa,immigration & refugees..all frauds with government..be like’s president TRUMPS..he is absolutely right…otherwise ..we will be next USA..unemployment ,inflation…& more crime…wakes up…they peoples gets undeserved benefits from Canada governments..we know everything..how governments authorities..don’t know this all scandals..wondering…some thing big way wrong going on government side’s also…go deeply…once again I repeat..refugees status very big scandals kicks them immediately out of Canada..most of them working..unofficial in cash payments received…& government all benefits & finance enjoying…that’s more burden on governments & tax payers in Canada..wakes up..mercy less..immediately..still not too late..otherwise once in futures Canadian citizens will be refugees…we know at least India…consultants & contacts in Canada..sir..wakes up..wakes up.
Identity Attack0.2127345
Insult0.16817254
Profanity0.02344803
Threat0.010835429
Severe Toxicity0.009651184
Low Tox 0.26859093 Constructive 0.532
Nov 8, 2025 1 likes IRCC Names India in Study …
I am an Indian in Canada but the students that are coming here are js ruining the image of people who came way before, one thing is half of them are tryna get a gf …
I am an Indian in Canada but the students that are coming here are js ruining the image of people who came way before, one thing is half of them are tryna get a gf or get married so they dont have to go back to India, in fact half of them are weird to girls for some reason. I am so done with this.
Identity Attack0.2795294
Insult0.15414265
Profanity0.0913099
Threat0.00866054
Severe Toxicity0.00919342
Low Tox 0.26859093 Constructive 0.516 Personal_Narrative
Feb 15, 2026 1 likes Inside Canada's Indian Invasion...
I agree with over percent with what the white women said at th e beginning.. The part that she actually does have to hear and accept is the truth..Her ancestors were and are colonizers, those …
I agree with over percent with what the white women said at th e beginning.. The part that she actually does have to hear and accept is the truth..Her ancestors were and are colonizers, those are basic truths.. But the Government must turn the taps down on immigration right away, it is totally out of control.. Things are at the point where no one Zero more immigrants from India and Pakistan should be allowed to enter the country, for at least the next few years , until the government can get a true handle on things.. I really don't think the government officials have any idea of the pace at which Canada is rapidly changing.. It is mind boggling the rapid changes and that's from every single nook and cranny of this once beautiful country you will see new immigrants.. There are places i went to as a child with my folks, where you would never have seen nothing but white people, maybe a few native people, a couple of black and oriental folks and that was it.. Now there are car loads of east Indians running around some actually living in those communities.. I am not a racist person, but that's my own observation on the ground.. I think every single Canadian in this country would have the exact reaction..
Identity Attack0.2964622
Insult0.086852804
Profanity0.07643871
Threat0.019746035
Severe Toxicity0.012833111
Low Tox 0.2667042 Constructive 0.822
Aug 25, 2025 Why Canadians Are Turning Against …
AS AN INDIAN THANKS FOR MAKING THIS VIDEO . I AS A INDAIN REQUEST you my brother Canadian's to stop the illegal smuggling thing. India is not actually filled with these kind of people. there …
AS AN INDIAN THANKS FOR MAKING THIS VIDEO . I AS A INDAIN REQUEST you my brother Canadian's to stop the illegal smuggling thing. India is not actually filled with these kind of people. there are poor and rich here both suffer with this country. but the rich understand and are are very well educated to understand the locals and support their country. but idk what's wrong with Canada that they leave the north Indian's ( basically 90% people of this part of region are not very friendly and are very badly educated about things only the top 10% of this region really understand things and even they suffer with this and the allegations some of them for just being the same religion ) and because of them the other people of India who were going to America/Canada for better meant of the country they go to , get with this and get rejected. its just my opinion and the things I have seen going around me.
Identity Attack0.2781757
Insult0.08831572
Profanity0.077731855
Threat0.012440704
Severe Toxicity0.014188796
Low Tox 0.2667042 Constructive 0.774 Personal_Narrative
Feb 18, 2026 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 Jews are doing this same thing in Brooklyn, Crown heights
The Jews are doing this same thing in Brooklyn, Crown heights
Identity Attack0.316
Insult0.0623257
Profanity0.10240069
Threat0.011327368
Severe Toxicity0.012435913
Low Tox 0.2648175 Low Con 0.18 Comparative_Framing
Oct 11, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The actions of few spoiled Indians affect the entire Decent Indian community and India. Canada is in need of labour force due to less population and India has more population but insuffient jobs to engage …
The actions of few spoiled Indians affect the entire Decent Indian community and India. Canada is in need of labour force due to less population and India has more population but insuffient jobs to engage people. If this scenario is reversed Indians would be complaining like canadians do. So the problem is not one way, just becos reducing immigrants does not solve the issue. people have to see things past nationality or physical identity into the statistics. even though canada has professionals of their own there are people who work with dedication and who work without interest, or recent generation being attracted to digital life instead of understanding that college degrees in mainstream subjects are what earns them job and also they have to show dedication and hardwork along with smart work, comply by the work place rules and so on... this goes to all invariable of who they are. all these started changing and now people instead of trying to correct these small changes that lead to these large issues of cost of living and low wages, have now started to pit against live people and their race, nationality or culture. There are good and bad people eveyrwhere, people cant justify the actions of drug addicts roaming the streets and that has increased a lot now, people acting violently against others just becos they dont have what the other has, and so on. but instead of addressing the high amount of actions that are happening around our own country, it has become easy to put blame on each other. I am not justfying the actions of these bad indians who has done these stuff. but we have to see the other side of it before making this a International Issue. Yes, few Indians are bad but not the entire community. Canada has its own needs that needs a lot of hands and support. So, only if we change our perspective beyond the emotional BS we exhibit, we can address the real issue with real solutions. BTW becoz of these things private companies are the one profitting not the Govt.
Identity Attack0.2839175
Insult0.15982662
Profanity0.023584666
Threat0.0084793
Severe Toxicity0.0075531006
Low Tox 0.26293078 Constructive 0.768
Aug 25, 2025 Why Canadians Are Turning Against …
@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...
Your political parties support Khalistani terrorists for votes, Khalistanis bombed a Air India flight with 90% Canadian citizens (Trudeau's father was PM then), still your state supported Khalistanis. Now Khalistanis has sizable votes in elections …
Your political parties support Khalistani terrorists for votes, Khalistanis bombed a Air India flight with 90% Canadian citizens (Trudeau's father was PM then), still your state supported Khalistanis. Now Khalistanis has sizable votes in elections and your political parties have fallen to "Vote bank politics" as in case of UK. Democracy's flaw catching up in Canada. I am sure these things will not be fixed
Identity Attack0.27510223
Insult0.1469393
Profanity0.020646973
Threat0.021472665
Severe Toxicity0.00831604
Low Tox 0.26104406 Constructive 0.612 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
What the hell is the thing behind him on the couch a Cansrael flag????
What the hell is the thing behind him on the couch a Cansrael flag????
Identity Attack0.0013240965
Insult0.04143252
Profanity0.03914068
Threat0.0060282145
Severe Toxicity0.000023358885
Low Tox 0.2598384 Meta_Commentary
Dec 9, 2025
3:30 explained it extremely well. Theres alot of dead towns in the u.s i believe in legal immigration if those immigrants were directed to those towns i think that would be a good thing. Lets …
3:30 explained it extremely well. Theres alot of dead towns in the u.s i believe in legal immigration if those immigrants were directed to those towns i think that would be a good thing. Lets face it Brampton, ontario would probably be a dead town if not for those immigrants.
Identity Attack0.25478655
Insult0.083359696
Profanity0.02071529
Threat0.061412923
Severe Toxicity0.007972717
Low Tox 0.25915736 Constructive 0.765 Economic_Argument
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Bro please come to Australia and do the same thing. Same problem, just as bad. Our new hate speech laws won't apply to you King 🙏🙏
Bro please come to Australia and do the same thing. Same problem, just as bad. Our new hate speech laws won't apply to you King 🙏🙏
Identity Attack0.10221587
Insult0.089778624
Profanity0.027410502
Threat0.013476364
Severe Toxicity0.007247925
Low Tox 0.25727063 Moderate Con 0.448
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Okay so here's the thing I live in Canada and Canadians DO NOT want to work they are getting lazier. Indians and immigrants are keeping our economy functioning. Without them there would be no staff …
Okay so here's the thing I live in Canada and Canadians DO NOT want to work they are getting lazier. Indians and immigrants are keeping our economy functioning. Without them there would be no staff for Walmart and all the min wage jobs. They do need to stop letting them in now tho and use those resources to help the housing crisis.. which is more of a people not wanting to get sober or work hard enough to pay rent crisis. 😂
Identity Attack0.27798235
Insult0.113185234
Profanity0.020578653
Threat0.006925808
Severe Toxicity0.0059509277
Low Tox 0.2553839 Constructive 0.658 Economic_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
I feel bad for the immigrants I work with that didn't scam the system, they are getting the Canadian experience getting boned and taxed for doing the right thing.
I feel bad for the immigrants I work with that didn't scam the system, they are getting the Canadian experience getting boned and taxed for doing the right thing.
Identity Attack0.23239216
Insult0.15982662
Profanity0.06495911
Threat0.008893564
Severe Toxicity0.006828308
Low Tox 0.2553839 Constructive 0.663 Moral_Argument
Nov 21, 2025 1 likes Thousands of refugees allowed into …
In the late 70s, when i was in high school, there was only one black guy in the whole school. He was a funny cool kid but how things have changed in such a short …
In the late 70s, when i was in high school, there was only one black guy in the whole school. He was a funny cool kid but how things have changed in such a short time eh ?.
Identity Attack0.316
Insult0.07301756
Profanity0.058946952
Threat0.008323951
Severe Toxicity0.008163452
Low Tox 0.25462922 Constructive 0.593 Personal_Narrative
Feb 26, 2026 2 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
They did the same thing when they come to northeast India meghalaya....this hindu people's are always like this
They did the same thing when they come to northeast India meghalaya....this hindu people's are always like this
Identity Attack0.35299334
Insult0.082372494
Profanity0.03840541
Threat0.010214032
Severe Toxicity0.012207031
Low Tox 0.25462922 Moderate Con 0.314 Comparative_Framing
Aug 29, 2025 Why Canadians Are Turning Against …
Funny thing is you will get in more trouble for that knife then the traffickers
Funny thing is you will get in more trouble for that knife then the traffickers
Identity Attack0.01555616
Insult0.06722072
Profanity0.07047026
Threat0.13815513
Severe Toxicity0.009994507
Low Tox 0.25462922 Low Con 0.159 Policy_Critique
Jan 27, 2026 8 likes Inside Canada's Indian Invasion...
There is no Canadian culture, what is the typical food of Canada, what are the typical dances of Canada, what are the historical monuments of Canada? It is a new country, the architecture is the …
There is no Canadian culture, what is the typical food of Canada, what are the typical dances of Canada, what are the historical monuments of Canada? It is a new country, the architecture is the same as that of the US. And in Canada, immigrants are segregated: Hispanics marry Hispanics, Muslims marry Muslims, whites marry whites. The only thing we share is a table at Tim Hortons, a line at McDonald's, or an elevator in the building.
Identity Attack0.33675182
Insult0.06354945
Profanity0.014190876
Threat0.007417747
Severe Toxicity0.0063705444
Low Tox 0.25462922 Constructive 0.508
Aug 26, 2025 Why Canadians Are Turning Against …
You’re wild for crossing the border Andrew Callaghan just got arrested for doing the same thing like a less than a year ago
You’re wild for crossing the border Andrew Callaghan just got arrested for doing the same thing like a less than a year ago
Identity Attack0.020681098
Insult0.15556364
Profanity0.066963166
Threat0.012440704
Severe Toxicity0.0073242188
Low Tox 0.25462922 Moderate Con 0.303 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
As a person living in India, my appeal to the Canadian people is don't let "asylum seekers" from India into your country without proper vetting. Legal migration of skilled labour is one thing you shouldn't …
As a person living in India, my appeal to the Canadian people is don't let "asylum seekers" from India into your country without proper vetting. Legal migration of skilled labour is one thing you shouldn't be looking out for. They're already westernized. What you need to look out for are those that immigrated illegally. Please deport them, honestly. A lot of these self declared asylum seekers are people who've commited serious crimes here in India and running from the Law.
Identity Attack0.2854555
Insult0.08434689
Profanity0.015967157
Threat0.012130005
Severe Toxicity0.008277893
Low Tox 0.25462922 Constructive 0.713
Sep 19, 2025 137 likes Inside Canada's Indian Metropolis (Brampton)
Taxes and Immigration are just two of the Weapons being used against every Canadian by the Government working in cahoots with greedy and lazy oligopolies in this Country, The Question is; Are we as Canadians …
Taxes and Immigration are just two of the Weapons being used against every Canadian by the Government working in cahoots with greedy and lazy oligopolies in this Country, The Question is; Are we as Canadians being replaced ? Absolutely, and it is best not to pretend that it is not happening. Why is the Government flooding the Country with so many Immigrants at such a rapid pace ? Answer: Immigrants from certain parts of the World on average tend to be superficially obedient and compliant as regards Authoritarian Mechanisms ( social face ) However, they are simply more " skillful " and crafty when it comes to getting things done. They share the same cultures, languages, tribal and other local networks and many times those connections extend internationally. As Canadians, we tend to be highly individualistic, often politically and socially apathetic - in short, we do not have what they have. We are being out-competed and exploited by the very Freedoms we've fought to uphold.
Identity Attack0.12440576
Insult0.19500497
Profanity0.022833163
Threat0.009307829
Severe Toxicity0.0059509277
Low Tox 0.25462922 Constructive 0.636
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
13:22 he can always go back in fact, he SHOULD go back; because at some point, Canadians are gonna be fed up; and you dont want to see the most tolerant and patient people in …
13:22 he can always go back in fact, he SHOULD go back; because at some point, Canadians are gonna be fed up; and you dont want to see the most tolerant and patient people in the world get fed up cause thats when things get UGLY
Identity Attack0.10221587
Insult0.14874944
Profanity0.047173142
Threat0.010239923
Severe Toxicity0.0065994263
Low Tox 0.25462922 Moderate Con 0.479
Sep 23, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
Well one thing- people who go to another country to start a new life must respect and integrate in their culture. And if they don’t send them back. Also mostly Punjabis and hindu atleast no …
Well one thing- people who go to another country to start a new life must respect and integrate in their culture. And if they don’t send them back. Also mostly Punjabis and hindu atleast no Muslims otherwise they will try to convert Brampton into Brampistan😂
Identity Attack0.2964622
Insult0.0811385
Profanity0.05268429
Threat0.012285355
Severe Toxicity0.0127685545
Low Tox 0.25462922 Moderate Con 0.421 Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Trudeau gets in office talks about creating more jobs for Canadians right well how many white people did anyone see working non yeah okay same thing where I’m at and who’s on the street oh …
Trudeau gets in office talks about creating more jobs for Canadians right well how many white people did anyone see working non yeah okay same thing where I’m at and who’s on the street oh yeah Canadians some one tell me how that’s right
Identity Attack0.2764353
Insult0.07301756
Profanity0.021466793
Threat0.007598988
Severe Toxicity0.006752014
Low Tox 0.2524482 Moderate Con 0.478 Identity_Assertion
Feb 27, 2026 Inside Canada's Indian Invasion...
I have loved your channel for a while now, but i really do not like how you allowed the racist man in the safety vest to be in this video. I recognize Canada has huge …
I have loved your channel for a while now, but i really do not like how you allowed the racist man in the safety vest to be in this video. I recognize Canada has huge problems with excess immigration and we can't meet the demands we are insinuating we can meet to potential immigrants. I also recognize that there is a a huge problem with Indian students being lured here under false pretences and this issue needs to be exposed. However, I don't think you should have given an openly racist person a platform to share their views and you laughed when they said obviously racist things. He said "I'm as racist as the next person" and you laughed. Sorry but what?! He is normalizing his racism and you are playing along. Just pick a different person to interview. He said "better indians than muslims, africans, etc....." Canada hasn't been around that long relative to other places. This guy came from immigrants like 1-2 generations ago. You probably got a lot of footage to choose from. Why him?
Identity Attack0.20680901
Insult0.16758773
Profanity0.027410502
Threat0.008815889
Severe Toxicity0.0059127808
Low Tox 0.2524482 Constructive 0.805 Moral_Argument
Feb 28, 2026 1 likes 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.