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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 #}

Comment Explorer

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "The problem I have is …" 969 comments · Page 4 of 39
All yt people whining as this land belongs to them ... If you have problem then go back to your own plague filled countries 😂.. p!g$
All yt people whining as this land belongs to them ... If you have problem then go back to your own plague filled countries 😂.. p!g$
Identity Attack0.45348886
Insult0.48569724
Profanity0.2801717
Threat0.030623792
Severe Toxicity0.16496792
Moderate 0.568186 Low Con 0.168 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
The problem is actually two problems, both are huge, both are ridiculous and both are either cause and or allowed by the federal government: 1. Cutting funding to higher education - this has been policy …
The problem is actually two problems, both are huge, both are ridiculous and both are either cause and or allowed by the federal government: 1. Cutting funding to higher education - this has been policy for the past 5 administrations and seems like a thing in common between the liberal idiots and the conservative idiots. This makes these institutes incentivized to use international students to subsidize Canadian education and their own expansions. 2. The government letting immigration go through such a process. It’s crazy that people who go through this system cannot be vetted more properly.
Identity Attack0.109318495
Insult0.6308392
Profanity0.25824076
Threat0.008686432
Severe Toxicity0.023076924
Moderate 0.568186 Moderate Con 0.382 Insult
Sep 29, 2025 1 likes IRCC Names India in Study …
If these racist, useless Europeans go back to Europe than Indians, native Canadian, good Europeans & other immigrants can make Canada many times better and prosperous and no racism, no drug’s, no hatred, no violence, …
If these racist, useless Europeans go back to Europe than Indians, native Canadian, good Europeans & other immigrants can make Canada many times better and prosperous and no racism, no drug’s, no hatred, no violence, safe, secure and welcoming nation. So many Indians in Brampton because they have to live together for safety. They can avoid, racism, hatred, violence that way but still they can’t escape. Now it became favorite place for racist people, racist YouTubers etc. Indians are works in low wage jobs because they are not getting jobs according to their degrees, qualifications they have to do low wage jobs and even getting low wage jobs is very difficult. At least 12% Indians are jobless. Only some Indians help them and that’s why you find some place only indians. You can find many well educated even doctors, master degree engineers etc working in low wage jobs. You can just imagine lives of Those Indians who working with racist Canadians. Many people committed and committing suicide. This is state sponsored racism top to bottom so They are getting no help from anywhere. Canada making billions by international student and that way they getting low wage labourers still those young students getting racism, hatred like they are the problem of all problems of Canada. Racism, discrimination, hatred, violence against Indians is so normalise people don’t even hesitate. Really it’s horrible situation for Indians in Canada. Just look at the comments. Those racist, hateful people will going to get special place in hell. ( plz don’t delete comments.)
Identity Attack0.57150364
Insult0.5543018
Profanity0.13785136
Threat0.013528148
Severe Toxicity0.048457388
Moderate 0.568186 Constructive 0.579 Identity Attack Insult Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
100% We are choking on muslims and indians and they are in the process of taking our country and getting rid of us. The bigger problem is that the government, police, judiciary, media, hospitals, school …
100% We are choking on muslims and indians and they are in the process of taking our country and getting rid of us. The bigger problem is that the government, police, judiciary, media, hospitals, school boards and schools all agree with them and are ready to toss us out with EXTREME PREJUDICE !!!!!!!!!!!! We really really MUST stop this immediately or CANADA, our beloved ancester built CANADA is gone. WE ARE A JUDEO/CHRISTIAN NATION, not Islamic ever ever ever. They are of their father, the devil and there is no truth in either of them. May God and Jesus Christ be with us to bless, protect, guide and forgive us. AMEN
Identity Attack0.6007182
Insult0.4378843
Profanity0.18233459
Threat0.2836219
Severe Toxicity0.21902075
Moderate 0.568186 Moderate Con 0.458 Identity Attack Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
The problem when you ask any indian about his country India, he says it is superpower nation, and their stupid Modi is their God. They hard to integrate in any society, lack of civic and …
The problem when you ask any indian about his country India, he says it is superpower nation, and their stupid Modi is their God. They hard to integrate in any society, lack of civic and common sense...fake education, fake work experience..etc
Identity Attack0.50515443
Insult0.5739874
Profanity0.39409557
Threat0.027170537
Severe Toxicity0.08859174
Moderate 0.568186 Moderate Con 0.329 Identity Attack Insult
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
honestly the guy on the bike said it best: sure there are some street shitters here but hey so do the chinese. and the majority of Indians are good people who don't cause problems like …
honestly the guy on the bike said it best: sure there are some street shitters here but hey so do the chinese. and the majority of Indians are good people who don't cause problems like the Muslims and Africans in Dearborn MI. furthermore they actually do contribute to the economy unlike Somalis
Identity Attack0.5548181
Insult0.489133
Profanity0.48510036
Threat0.020782012
Severe Toxicity0.16960317
Moderate 0.56269526 Constructive 0.655 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
'Its like home' its not fucking supposed to be. Thats our problem. Our home is not supposed to be like your 'home' you left from. If thats how you feel you should just go back …
'Its like home' its not fucking supposed to be. Thats our problem. Our home is not supposed to be like your 'home' you left from. If thats how you feel you should just go back 'home'. Edit: I have no issue with immigration, immigrants, or other cultures. I hate the abuse of the system, and lack of humility when given a better opportunity.
Identity Attack0.2831485
Insult0.3486032
Profanity0.6001929
Threat0.013010317
Severe Toxicity0.08859174
Moderate 0.5559701 Constructive 0.637 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
After watching this video, and then reading the comments i think I know what the problem is, its RACISM, people just dont like seeing so many people of different color, ofcourse mass immigration will bring …
After watching this video, and then reading the comments i think I know what the problem is, its RACISM, people just dont like seeing so many people of different color, ofcourse mass immigration will bring a lot of people, in this case it was Indians/pakistanis/bangladeshis, and its true out of so many immigrants some will choose wrong things to do(there are bad fishes in every pond), but isnt it true for everyone, even white people do the same shit, but the issue here which is concerning to everybody why a different race is here, the feel like its no more like canada used to be cuz brown people are here, but they forget white people also immigrated at one point of time to these lands. And also is nobody seeing the second part of the video where these people have temples giving out free food to so so many people. In my honest opinion, this rant of people is just glorified wrapper of RACISM which people dont wanna say out loud.
Identity Attack0.5051593
Insult0.40698266
Profanity0.4894185
Threat0.04718852
Severe Toxicity0.16960317
Moderate 0.5532103 Constructive 0.668 Identity Attack
Sep 22, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The problem is not indian people. People hate because indians don’t have civic sense. 1 they say phanchod anywhere in public which is vulgar behind. white people also know what it means. 2 throw garbage …
The problem is not indian people. People hate because indians don’t have civic sense. 1 they say phanchod anywhere in public which is vulgar behind. white people also know what it means. 2 throw garbage anywhere 3 noise pollution and smell of cooking 3 don’t know english illegal immigration. Don’t follow rules They do rallies which is blocking road in the name of god. Which is pathetic.
Identity Attack0.5135796
Insult0.5130944
Profanity0.4131548
Threat0.03787563
Severe Toxicity0.16960317
Moderate 0.5532103 Moderate Con 0.364 Identity Attack Insult
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
NUKE Brampton. problem solve. kel em all.
NUKE Brampton. problem solve. kel em all.
Identity Attack0.11280017
Insult0.26957804
Profanity0.22602804
Threat0.62574995
Severe Toxicity0.35220072
Moderate 0.5532103 Low Con 0.258 Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Couple of things to say!! 1. Thank you for putting this video as people and pupil in India and Canada will know the current status of the country. And Govt also lowered the percentage of …
Couple of things to say!! 1. Thank you for putting this video as people and pupil in India and Canada will know the current status of the country. And Govt also lowered the percentage of offering the student visa. 2. I really don’t give a shit about your content Idk what’s exactly the problem with you, your life, or your parents that raised you in a way that you just complain about things. Your every video is either about drug capital / murder capital or invasion of blah blah country in blah blah city. 3. Let me simplify for you Indian didn’t just show up here over night it’s your governments who is fuckin greedy these people pay 3-4x amount of tuition fees and each and every student pay 20k ( formerly 10k) as GIC which is invested in your govt bonds and resturn of these shits is not even 1%. 4. There are flaws in each and every community and everywhere. When govt just getting people here blindly students, refugees and what not then it is nothing but obvious that people will not have jobs and no jobs mean yes crime! 5. Better to question your fuckin greedy GOVERNMENT, but you can’t bcs you also don’t give a damn you just wanna post these shit and get the comments from anti Indian people which is kinda cool now a days online but who cares they built their businesses and what not. You just can hate Indians they are everywhere ! Well it’s fine too when you can’t defeat only thing you can do is hate 6. They really don’t need any recommendations from the community of people whose young boys are busy in finding either they are gay or cats or what and their girls are busy selling their nasty pictures online. And their old males are busy in tailgating with their shity Ford F150 and the old females with their nth bf and pregnant with ,even they don’t know, with whom. 7. They are respectful and helping to work on low wages ( idk why). As you mentioned the Tim will you quit spreading hate and working at that place I’ll get you a job! 8. It’s much better rather than hating have good government who will offer visa to really the qualified ones not to just random white refugees with their 19 people family and feeding them! 8. You know what is more fucked up the muslims everywhere begging while they get help from UN as welfare. And even worst your people in Downtown high on even your JC don’t know. 9. There are real reasons to worry! Don’t create that doesn’t even exist! 10. If someone from across the world with not good English speaking and minimal education come here and take over your nation then you are right crying is the only option left bcs your lazy ass didn’t wanna do anything so, now you are crying and posting online
Identity Attack0.27682206
Insult0.48228607
Profanity0.41570562
Threat0.07093142
Severe Toxicity0.16960317
Moderate 0.5532103 Constructive 0.673 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
Immigration is obviously a mess, but a big problem like in the U.S is that the immigrants are the only one who do the dirty work or hard jobs that require actual physical work. The …
Immigration is obviously a mess, but a big problem like in the U.S is that the immigrants are the only one who do the dirty work or hard jobs that require actual physical work. The white folk or the citizens born and raised do not want to touch these kind of jobs. But overall canada especially the toronto and surrounding areas has taken a turn for the worse in the past 10-15 years. Also that guy on the bike is one of the dumbest racists who is one of the lazy white folk that complain of other cultures but wont put any effort in improving their own pathetic lives.
Identity Attack0.5135796
Insult0.5678696
Profanity0.20262444
Threat0.009981008
Severe Toxicity0.023270357
Moderate 0.54823303 Moderate Con 0.497 Identity Attack Insult Economic_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
Wow many years your ancestors live in bharat and now you got problem atleast we never became monster or not paying for everything like normal human beings by the way this is god world not …
Wow many years your ancestors live in bharat and now you got problem atleast we never became monster or not paying for everything like normal human beings by the way this is god world not yours learn about history you are living in our money but you gonna believe your disgusting ancestors
Identity Attack0.26155844
Insult0.5678696
Profanity0.26280963
Threat0.013579931
Severe Toxicity0.024725812
Moderate 0.54823303 Low Con 0.254 Insult Identity_Assertion
Mar 3, 2026 1 likes Inside Canada's Indian Invasion...
It's quite understandable when it seems overnight Canada is invaded by Indians from India! What happened? Did the Canadian borders opened wide for the Indians to march in, or were the immigration staff permanently zonked …
It's quite understandable when it seems overnight Canada is invaded by Indians from India! What happened? Did the Canadian borders opened wide for the Indians to march in, or were the immigration staff permanently zonked on marijuana and didn't notice or just couldn't be bothered with stopping them over the last 3 to 4 years? Maybe. But really, the problem was definitely created by that despicable moron Trudeau( who even Trump could say to him in his face when he knelt and begged Trump not to hurt Canada with his tariffs, Trump just say ok if you agree to let Canada be the US's 51 st state!). He must have suffered from a terrible serious attack on his mental faculty and zonked on chanting Hari Krishna simply allowing his goons in charge of immigration to approve to let in that tidal wave of Indians especially in the last 4 years! What to do now? While we hate Trump for what he's doing to Canada on tariffs, Carney should give good thoughts to adopt actions like Trump's ICE GOONS to deport those who entered Canada illegally, and stop extension of visas to the zillions admitted on temporary work visas, and the tens of thousands of students who registered as "student" on student visas in private unregistered/approved institutes in name, but are actually working in various jobs illegally e.g. construction, etc.
Identity Attack0.46028158
Insult0.5739874
Profanity0.26802593
Threat0.01698343
Severe Toxicity0.02420936
Moderate 0.54823303 Constructive 0.584 Insult Unverified_Claim
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
2:35 nope bcoz you dont befriend brown people. white people in brazil are super nice, never had any problem assimilating in brazil. in north america the biggest problem is white people
2:35 nope bcoz you dont befriend brown people. white people in brazil are super nice, never had any problem assimilating in brazil. in north america the biggest problem is white people
Identity Attack0.6007182
Insult0.34782293
Profanity0.24147889
Threat0.014738814
Severe Toxicity0.02604016
Moderate 0.54325575 Constructive 0.509 Identity Attack Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
If you have a problem with any culture coming to canada and living here; go home. We were built on diversity. We stole this land with the blood of the indigenous. The only ones who …
If you have a problem with any culture coming to canada and living here; go home. We were built on diversity. We stole this land with the blood of the indigenous. The only ones who deserve this land are the ones who died for it and are kept on reserves. Nothing but racists in these comments. Yall attitudes are dirty.
Identity Attack0.29798782
Insult0.5678696
Profanity0.06495911
Threat0.03407705
Severe Toxicity0.022322904
Moderate 0.53579444 Moderate Con 0.411 Insult Moral_Argument
Feb 27, 2026 3 likes Inside Canada's Indian Invasion...
The only losers are the native (The True Canadians) who lost their native land and now those "immigrants" are having problems with other "immigrants".
The only losers are the native (The True Canadians) who lost their native land and now those "immigrants" are having problems with other "immigrants".
Identity Attack0.46028158
Insult0.5678696
Profanity0.06646215
Threat0.007624879
Severe Toxicity0.01935331
Moderate 0.53579444 Low Con 0.296 Insult
Nov 22, 2025 Quebec Ends Economic Immigration Program …
The Truth is: "PEOPLE ARE HYPOCRITE". People have double standards. People live in cognitive dissonance. "I came from Portugal or Poland but I don't like the new immigrants" isn't this funny. Canada has a short …
The Truth is: "PEOPLE ARE HYPOCRITE". People have double standards. People live in cognitive dissonance. "I came from Portugal or Poland but I don't like the new immigrants" isn't this funny. Canada has a short history, it was founded a couple of centuries ago, in that sense, every Canadian was an immigrant at some point. For them, the white people, the problem is not immigration, but the brown people. "We hindus don't say Christianity or islam is bad" liar......here in india majority of hindus hate muslims to their core, hindus don't like sikhs, they dont like Christians, hindus don't even like fellow hindus, that are so-called lower caste. And here in punjab some portion of punjabis are furious about the migration of workers, labourers that come from UP & Bihar provinces. In their mind, the migration is an existential threat to the punjabi identity and community. But those hypocrites don't think like that when they move to abroad.
Identity Attack0.46028158
Insult0.56997263
Profanity0.1067334
Threat0.00899713
Severe Toxicity0.023076924
Moderate 0.53579444 Constructive 0.545 Insult
Oct 10, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The only losers are the native (The True Canadians) who lost their native land and now those "immigrants" are having problems with other "immigrants".
The only losers are the native (The True Canadians) who lost their native land and now those "immigrants" are having problems with other "immigrants".
Identity Attack0.46028158
Insult0.5678696
Profanity0.066963166
Threat0.0076766624
Severe Toxicity0.019740647
Moderate 0.53579444 Low Con 0.296 Insult
Nov 22, 2025 Quebec Ends Economic Immigration Program …
The only losers are the native (The True Canadians) who lost their native land and now those "immigrants" are having problems with other "immigrants".
The only losers are the native (The True Canadians) who lost their native land and now those "immigrants" are having problems with other "immigrants".
Identity Attack0.46028158
Insult0.5678696
Profanity0.066963166
Threat0.0076766624
Severe Toxicity0.019740647
Moderate 0.53579444 Low Con 0.296 Insult
Nov 22, 2025 Quebec Ends Economic Immigration Program …
The only losers are the native (The True Canadians) who lost their native land and now those "immigrants" are having problems with other "immigrants".
The only losers are the native (The True Canadians) who lost their native land and now those "immigrants" are having problems with other "immigrants".
Identity Attack0.46028158
Insult0.5678696
Profanity0.066963166
Threat0.0076766624
Severe Toxicity0.019740647
Moderate 0.53579444 Moderate Con 0.301 Insult
Nov 22, 2025 Quebec Ends Economic Immigration Program …
The only losers are the native (The True Canadians) who lost their native land and now those "immigrants" are having problems with other "immigrants".
The only losers are the native (The True Canadians) who lost their native land and now those "immigrants" are having problems with other "immigrants".
Identity Attack0.46028158
Insult0.5678696
Profanity0.06646215
Threat0.007624879
Severe Toxicity0.01935331
Moderate 0.53579444 Low Con 0.296 Insult
Nov 22, 2025 1 likes Quebec Ends Economic Immigration Program …
The only losers are the native (The True Canadians) who lost their native land and now those "immigrants" are having problems with other "immigrants".
The only losers are the native (The True Canadians) who lost their native land and now those "immigrants" are having problems with other "immigrants".
Identity Attack0.46028158
Insult0.5678696
Profanity0.066963166
Threat0.0076766624
Severe Toxicity0.019740647
Moderate 0.53579444 Moderate Con 0.301 Insult
Nov 22, 2025 Quebec Ends Economic Immigration Program …
the problem is that they come to different countries in order to lead a better life but then don't integrate, complain and turn it into the shithole they left... how can they not expect people …
the problem is that they come to different countries in order to lead a better life but then don't integrate, complain and turn it into the shithole they left... how can they not expect people to get upset???
Identity Attack0.27340925
Insult0.45135358
Profanity0.5013569
Threat0.011146127
Severe Toxicity0.02604016
Moderate 0.52007306 Moderate Con 0.423 Fear_Threat
Nov 3, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I wonder why these traitors to Canada haven't been dragged out of office and hung from the nearest tree... They did this on purpose with malice and forethought... Read agenda 2030 proudly written by circus …
I wonder why these traitors to Canada haven't been dragged out of office and hung from the nearest tree... They did this on purpose with malice and forethought... Read agenda 2030 proudly written by circus clown carney where he plans to invite a total of 65 million muslims from africa, middle east and the third world making our population 100,000,000. we will be outnumbered by indians from india, middle east, and Africans. The problem with any immigration is when we only take the best and the brightest we are stealing away the future from those nations, when we take in the illeterate we are burden by their tribal backward ideologies, and have to care for these people from cradle to grave as they will never be able to compete in an open job market where every grade three student has a better education than they. We MUST send them all home. ALL OF THEM. Why are we allowing a man who hasn't lived in Canada for over thirty years, a man whos primary residence is in New York state to be leader? He's not truly Canadian, and shouldn't have been allowed to enter public office.
Identity Attack0.44690517
Insult0.5130944
Profanity0.1413768
Threat0.49142194
Severe Toxicity0.15443328
Moderate 0.52007306 Moderate Con 0.431 Insult Unverified_Claim
Feb 24, 2026 1 likes LILLEY UNLEASHED: The fall of …

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.