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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

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Active: "This is the work of …" 1,725 comments · Page 33 of 69
I think I'm the only person in the world who doesn't love Indian food. The smell of food plays a huge part in what I eat and it doesn't work that way with Indian food.
I think I'm the only person in the world who doesn't love Indian food. The smell of food plays a huge part in what I eat and it doesn't work that way with Indian food.
Identity Attack0.28034934
Insult0.043250903
Profanity0.04366605
Threat0.00756015
Severe Toxicity0.0065612793
Low Tox 0.23523538 Constructive 0.652 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Disgraceful..Encourage other's to come to Canada, work in all sectors wait for PR then debt trap economics..Many turning to China-Russia..CGTN The Point-Hub-Heat, Shanghai Eye, RT International, Aljazeera, TRT World..
Disgraceful..Encourage other's to come to Canada, work in all sectors wait for PR then debt trap economics..Many turning to China-Russia..CGTN The Point-Hub-Heat, Shanghai Eye, RT International, Aljazeera, TRT World..
Identity Attack0.04796442
Insult0.16868424
Profanity0.018529098
Threat0.0069905366
Severe Toxicity0.004119873
Low Tox 0.23523538 Moderate Con 0.379
Nov 22, 2025 1 likes Quebec Ends Economic Immigration Program …
these 'new canadians' refuse to assimilate and accept traditional canadian culture and values. anyone is free to practice their religion and practice and celebrate its cultural ancestry. canadians dont want anyone to forget or abandon …
these 'new canadians' refuse to assimilate and accept traditional canadian culture and values. anyone is free to practice their religion and practice and celebrate its cultural ancestry. canadians dont want anyone to forget or abandon its culture. my roots come from ukraine and poland. but im canadian. i work with many ukrainians that fled the war, they're labelled as 'displaced peoples (funny because theyre chritian and white), recieve no federal assistance some have even gone back to ukraine! meanwhile (conveniently 'non white' other religion) new canadians receive extensive federal assistance
Identity Attack0.25309357
Insult0.083359696
Profanity0.024131214
Threat0.008867673
Severe Toxicity0.006828308
Low Tox 0.23523538 Constructive 0.649 Identity_Assertion
Dec 20, 2025 1 likes Why Canadians Are Turning Against …
What a Tragedy the Caste discrimination is growing in Canada Canadian government should pass law in their constitution to ban Caste discrimination because Indian people practice Casteism wherever they live, work and breath
What a Tragedy the Caste discrimination is growing in Canada Canadian government should pass law in their constitution to ban Caste discrimination because Indian people practice Casteism wherever they live, work and breath
Identity Attack0.2816105
Insult0.06529768
Profanity0.016547862
Threat0.0072106146
Severe Toxicity0.0048828125
Low Tox 0.23523538 Moderate Con 0.376 Policy_Critique
Sep 19, 2025 263 likes Inside Canada's Indian Metropolis (Brampton)
Canada has a long history of ignoring India’s warnings about Khalistan. They give asylum to extremists just to shame India, but in the end Canada itself suffers. Many Indians think moving abroad changes everything but …
Canada has a long history of ignoring India’s warnings about Khalistan. They give asylum to extremists just to shame India, but in the end Canada itself suffers. Many Indians think moving abroad changes everything but my own friend, an engineering graduate, is working as a cashier in Canada while he had a good job offer in India. Indians, have some dignity. Don’t blindly chase the Canadian dream.
Identity Attack0.2700233
Insult0.08533409
Profanity0.015693882
Threat0.008311004
Severe Toxicity0.0045394897
Low Tox 0.23523538 Constructive 0.645
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
white immigrants are fine, and it has been proven they assimilate and work hard
white immigrants are fine, and it has been proven they assimilate and work hard
Identity Attack0.26155844
Insult0.04090862
Profanity0.07223598
Threat0.008155655
Severe Toxicity0.008506775
Low Tox 0.23523538 Low Con 0.28
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
One of my friends who barely passed his high school exams here in India was so bad in english. He gave his ilets thrice and there he is in pr in canada Dear Canadian it's …
One of my friends who barely passed his high school exams here in India was so bad in english. He gave his ilets thrice and there he is in pr in canada Dear Canadian it's your time to work else they will ruin your land as they ruined here
Identity Attack0.19495805
Insult0.07745308
Profanity0.016889455
Threat0.012906751
Severe Toxicity0.005455017
Low Tox 0.23451406 Constructive 0.616 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
When I legally arrived in Canada with PR, Indian people were all happily telling me how they worked the system to not have a long wait like I did. They are even abusing the spousal …
When I legally arrived in Canada with PR, Indian people were all happily telling me how they worked the system to not have a long wait like I did. They are even abusing the spousal visa and getting paid in excess of 50k to marry another Indian person and bring them over.
Identity Attack0.2823795
Insult0.06564732
Profanity0.022901481
Threat0.010032792
Severe Toxicity0.0061416626
Low Tox 0.23451406 Constructive 0.572 Personal_Narrative
Oct 1, 2025 174 likes IRCC Names India in Study …
Paying failed "refugees" health care is akin to someone sneaking in the back door of a warehouse on payday and demanding a paycheque like he actually works there.
Paying failed "refugees" health care is akin to someone sneaking in the back door of a warehouse on payday and demanding a paycheque like he actually works there.
Identity Attack0.1232452
Insult0.13064787
Profanity0.016342908
Threat0.007793174
Severe Toxicity0.004386902
Low Tox 0.23451406 Moderate Con 0.302 Moral_Argument
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Since covid ive only ever been to 1 subway in canada where a white person was working and surprise suprise it was the firthest one from brampton
Since covid ive only ever been to 1 subway in canada where a white person was working and surprise suprise it was the firthest one from brampton
Identity Attack0.2774022
Insult0.04910661
Profanity0.027000591
Threat0.009048914
Severe Toxicity0.008010864
Low Tox 0.23415339 Moderate Con 0.418 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
stop immigration system or atleast put country cap system. Indians are turning canada into India. The companies now only hire indians because of cheap labor or going offshore. I work ina company and 60percent are …
stop immigration system or atleast put country cap system. Indians are turning canada into India. The companies now only hire indians because of cheap labor or going offshore. I work ina company and 60percent are from india, sometimes i feel living in india than in canada
Identity Attack0.2877625
Insult0.06302499
Profanity0.0166845
Threat0.0074048014
Severe Toxicity0.0051498413
Low Tox 0.23415339 Moderate Con 0.47 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
It's worse than this video shows. I don't live in Brampton and my town is entirely * after 10 years. Everywhere I go is * people. It doesn't matter what store or business or service …
It's worse than this video shows. I don't live in Brampton and my town is entirely * after 10 years. Everywhere I go is * people. It doesn't matter what store or business or service I contact it's just * people now. When I went to college everyone was from there. This was a regular local college that Canadian kids aspire to go to. They made up 90% of the classmates, they never showed up to class, they refused to participate in team projects, nobody failed. They did so poorly but the school charges 3x. My final year they cancelled final exams because they decided too many international students would fail. They are from the same country but they have different religions and from different cities that hate each other so they would refuse to communicate with each other. Imagine you meet someone from another province and you hate them and aren't afraid to crashout in public over it. My next door neighbors there is so many people living in the house that they live there on a schedule one group in and one group out. You would think they would be going to work NO they literally hang out all day long like a bad 90s comedy movie. In the last 10 years all of the house in my town skyrocketed in price. The people around me all bought around 2010 - 2015 for $150k - $260k and sold for around $1m 2023 - 2026. Average house price in my town has stayed at 3x what it was 10 - 15 years ago. They don't rake their leaves, they don't clean up their trash, they don't clear their snow from their driveways. Both my parents are immigrants, they came here poor had to work, had to respect the country and its laws and culture because that's what allowed Canada to be successful so they could come here. All I hear about or see now is immigrants from the one country? When I was a kid I grew up with every nationality where did everybody go?
Identity Attack0.036105253
Insult0.089778624
Profanity0.094542764
Threat0.008505191
Severe Toxicity0.00831604
Low Tox 0.23415339 Constructive 0.684 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I live in a small town i grew up in this town. We have had an huge increase in Indians migrate here and now teens can't find work where they used to be able to …
I live in a small town i grew up in this town. We have had an huge increase in Indians migrate here and now teens can't find work where they used to be able to work at one of the fast food restaurants. our kids can't find jobs as teens because they are hiring foreign workers and having to pay less. It's awful . There isn't enough housing or parking the new schools being built are full before there built.
Identity Attack0.24801466
Insult0.0817555
Profanity0.034397304
Threat0.007598988
Severe Toxicity0.006866455
Low Tox 0.23379272 Constructive 0.744 Economic_Argument
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
most students came from India and get the job rigby away in my work place,with help of the relatives who work in same company, one day I asked the girl who don't even know to …
most students came from India and get the job rigby away in my work place,with help of the relatives who work in same company, one day I asked the girl who don't even know to speak English what is she studying for she said she don't know, she just pick any random course just to get work permit and PR. My work place is worst now compared to before
Identity Attack0.22859548
Insult0.08582769
Profanity0.07255927
Threat0.007961469
Severe Toxicity0.007247925
Low Tox 0.2330714 Constructive 0.65 Personal_Narrative
Sep 29, 2025 88 likes IRCC Names India in Study …
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 …
WE WERE ALL IMMIGRANTS IN CANADA when our families first moved here..we had to take new last names which was what your new occupation just became entering Canada..no matter where you came from..NOW you keep …
WE WERE ALL IMMIGRANTS IN CANADA when our families first moved here..we had to take new last names which was what your new occupation just became entering Canada..no matter where you came from..NOW you keep your family name occupation and standard of living..new immigrants ..you got it easy...my family had to assimulate,work hard and establish ..do it yourself housing and rig up equipment to work with..the first white men dealing with natives...on and on...
Identity Attack0.2774022
Insult0.06319981
Profanity0.018597418
Threat0.00899713
Severe Toxicity0.006790161
Low Tox 0.2330714 Constructive 0.753
Aug 29, 2025 2 likes Why Canadians Are Turning Against …
I know some older Indians who assimilated well and made Canada better, but these new immigrants are no good. They want everything for free. My roommate is from the Philippines, but she works hard, is …
I know some older Indians who assimilated well and made Canada better, but these new immigrants are no good. They want everything for free. My roommate is from the Philippines, but she works hard, is very clean, polite, and easy to get along with. So I'm not against immigration, but I want the people coming over to pay their own way. My mom and stepdad did that in the 80s and did well.
Identity Attack0.27914262
Insult0.0817555
Profanity0.019553876
Threat0.006835188
Severe Toxicity0.0059127808
Low Tox 0.2330714 Constructive 0.809 Personal_Narrative
Feb 18, 2026 Inside Canada's Indian Metropolis (Brampton)
Please change your topic. There are no anyindians invading any country in the world. Yes europeans have invaded india and destroyed there culture and looted wealth by war and many inhumane ways.before europeans there were …
Please change your topic. There are no anyindians invading any country in the world. Yes europeans have invaded india and destroyed there culture and looted wealth by war and many inhumane ways.before europeans there were no catholic churches in india. But these people are coming peacefully and not looting your country. They are also providing for canada. Please dont be racist. World is changing ,times aredifferent. Please accept the change. All have rights to follow any religion and follow there culture. you can get work done from them for cheap labour, but cant accept their culture. This isnt fair. Just becouse someone change there country they cant change their culture or values within a year or two.
Identity Attack0.22935481
Insult0.100019015
Profanity0.021398475
Threat0.010550622
Severe Toxicity0.0059127808
Low Tox 0.23271075 Constructive 0.632 Moral_Argument
Feb 10, 2026 1 likes Inside Canada's Indian Invasion...
Adopting 3rd world politics for votes. I worked with Indians. They just pay off the cops. Canadian cops can be paid off? Carry enough bills with ya? Most Canadians & Americans are naive about what's …
Adopting 3rd world politics for votes. I worked with Indians. They just pay off the cops. Canadian cops can be paid off? Carry enough bills with ya? Most Canadians & Americans are naive about what's coming.
Identity Attack0.1808059
Insult0.086852804
Profanity0.017231047
Threat0.0075083673
Severe Toxicity0.003643036
Low Tox 0.23235008 Moderate Con 0.462 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
@3:50 how about how many white teens are willing to work at Tim Hortons.
@3:50 how about how many white teens are willing to work at Tim Hortons.
Identity Attack0.27701542
Insult0.045007613
Profanity0.030389199
Threat0.009437286
Severe Toxicity0.0061416626
Low Tox 0.23235008 Moderate Con 0.305
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Trudeau only cares for immigrants and refugeed because he wants their votes. These, immigrants come to Canada, have at least 4 kids and counting. Get free welfare, free, housing before our own(which is proven as …
Trudeau only cares for immigrants and refugeed because he wants their votes. These, immigrants come to Canada, have at least 4 kids and counting. Get free welfare, free, housing before our own(which is proven as they get 1st choice before our own)..😡and, child support.My parents worked hard their whole lives and are now on pension...WORKED FOR IT...and their income is way less than what these immigrants will get having all these kids.Its very upsetting that all these refugees and immigrants are coming in and getting more assistance than our own hard working their whole lives, people!!!!!!😡 they screw up their own countries, with wars, violence etc... want to come here and slowly start to screw up ours with their beliefs and laws and demands.Not having it..FIX YOUR OWN COUNTRIES PROBLEMS, THE WAY THIS IS GOING IN THE NEXT 50 YRS YOU WONT SEE ANY THING BUT BROWN AND BLACKS FROM AFRICA, SYRIA ETC..THEY HAVE 10 KIDS TO OUR 1-2 RATIO..🙄
Identity Attack0.17226285
Insult0.12883772
Profanity0.025087673
Threat0.007301235
Severe Toxicity0.006942749
Low Tox 0.23198941 Constructive 0.522
May 28, 2019 1 likes How much do refugees and …
You can tell the people "concerned" about Canada are straight up just hiding their racist agenda. Yes its hard to assimilate in a culture that is so vastly different from India, you can't blame the …
You can tell the people "concerned" about Canada are straight up just hiding their racist agenda. Yes its hard to assimilate in a culture that is so vastly different from India, you can't blame the people. Large majority of them came here legally and frankly are stuck here because of the investments and loans they've taken to come to this country. Blame your government for obviously chasing quick returns rather than working towards a better future for Canadians.
Identity Attack0.17925262
Insult0.1087965
Profanity0.013405213
Threat0.0067769317
Severe Toxicity0.0046157837
Low Tox 0.23198941 Constructive 0.583 Moral_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I’m 49 years old and grew up in the UK. I was always proud of our multiculturalism growing up about 1/5 of the classrooms were of another country/race. Everyone loved the immigrants they came in …
I’m 49 years old and grew up in the UK. I was always proud of our multiculturalism growing up about 1/5 of the classrooms were of another country/race. Everyone loved the immigrants they came in worked hard and didn’t cause trouble, most importantly they intergrated. But something changed with this new wave of immigration. They don’t integrate, they don’t work, they want to cha ge the country and religion. They don’t seem to even like Brit’s 😂. It’s a sad situation. Govt has clearly done this on purpose so the natives have to fight for scraps by bringing in desperate people
Identity Attack0.2331515
Insult0.0836065
Profanity0.08840031
Threat0.008440462
Severe Toxicity0.010375977
Low Tox 0.23198941 Constructive 0.753 Identity_Assertion
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
It is a complete lie to say that you can't find Canadians who are willing to work as tire installers!!!!
It is a complete lie to say that you can't find Canadians who are willing to work as tire installers!!!!
Identity Attack0.078392304
Insult0.1342682
Profanity0.019280603
Threat0.006861079
Severe Toxicity0.0038146973
Low Tox 0.23198941 Moderate Con 0.307 Policy_Critique
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
They are taking over our low economy, working for low wage. It's better than India, leave now
They are taking over our low economy, working for low wage. It's better than India, leave now
Identity Attack0.21075934
Insult0.081508696
Profanity0.028913507
Threat0.010835429
Severe Toxicity0.006904602
Low Tox 0.23162876 Moderate Con 0.34 Economic_Argument
Aug 25, 2025 1 likes Why Canadians Are Turning Against …

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.