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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: "In India, there is no …" 2,270 comments · Page 47 of 91
India and fraud in the same sentence? Why am I surprised. 😂
India and fraud in the same sentence? Why am I surprised. 😂
Identity Attack0.2823795
Insult0.16897665
Profanity0.058946952
Threat0.009437286
Severe Toxicity0.010375977
Moderate 0.30514878 Low Con 0.223
Oct 9, 2025 IRCC Names India in Study …
We have enough Indians from India and they left India because of economic resources but they love the cleanliness of America. There's always those that miss filth but I haven't seen it in Connecticut and …
We have enough Indians from India and they left India because of economic resources but they love the cleanliness of America. There's always those that miss filth but I haven't seen it in Connecticut and they can cook . The spices are fabulous.....
Identity Attack0.34974504
Insult0.17486192
Profanity0.08225787
Threat0.008220384
Severe Toxicity0.013091337
Moderate 0.30514878 Constructive 0.75
Jan 27, 2026 Inside Canada's Indian Invasion...
Ban India for 10 years for high jacking the system with fraud.
Ban India for 10 years for high jacking the system with fraud.
Identity Attack0.28034934
Insult0.18852992
Profanity0.0715894
Threat0.035458352
Severe Toxicity0.01121521
Moderate 0.30502358 Low Con 0.161
Sep 30, 2025 3 likes IRCC Names India in Study …
Shik , khalistani saperatist say they are from Punjab but Hindu say they r from India
Shik , khalistani saperatist say they are from Punjab but Hindu say they r from India
Identity Attack0.37432748
Insult0.3388922
Profanity0.17055123
Threat0.050098058
Severe Toxicity0.024772761
Moderate 0.30502358 Low Con 0.202 Identity_Assertion
Feb 20, 2026 2 likes Inside Canada's Indian Invasion...
That's just what we want to see. Foreigners taking over entire towns and cities. Toronto is gone and now we're losing smaller cities too? Just hand our country over to India already.
That's just what we want to see. Foreigners taking over entire towns and cities. Toronto is gone and now we're losing smaller cities too? Just hand our country over to India already.
Identity Attack0.3817989
Insult0.0838533
Profanity0.02030538
Threat0.010964886
Severe Toxicity0.010070801
Moderate 0.30502358 Moderate Con 0.36 Identity_Assertion
Jan 2, 2026 Inside Canada's Indian Metropolis (Brampton)
How many of the Chinese and Indian residents are Intelligence Operatives of India and China? How is possible for Canada to check and green-light 140,000 Indian and 40,000 Chinese nationals every year, knowing that in …
How many of the Chinese and Indian residents are Intelligence Operatives of India and China? How is possible for Canada to check and green-light 140,000 Indian and 40,000 Chinese nationals every year, knowing that in one country virtually everyone is corrupt and the other is a closed-doors system?
Identity Attack0.27991617
Insult0.24928534
Profanity0.016069634
Threat0.00713294
Severe Toxicity0.005836487
Moderate 0.30502358 Low Con 0.282 Unverified_Claim
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
India needs to be sanctioned.
India needs to be sanctioned.
Identity Attack0.36702603
Insult0.07523532
Profanity0.07676199
Threat0.08856395
Severe Toxicity0.017868511
Moderate 0.30502358 Low Con 0.173
Oct 1, 2025 IRCC Names India in Study …
12:26 he say that but wont allow any other race to marry into thier family. every year they travel back to india to find mate. bs answer
12:26 he say that but wont allow any other race to marry into thier family. every year they travel back to india to find mate. bs answer
Identity Attack0.35299334
Insult0.0836065
Profanity0.124631
Threat0.013424582
Severe Toxicity0.015673593
Moderate 0.30502358 Moderate Con 0.371
Sep 20, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Just a small word here. Khalistan sikh are not Indian Sikh. They are people who are wanted for various crimes even in India. They have criminal records and India has been requesting Canadian government to …
Just a small word here. Khalistan sikh are not Indian Sikh. They are people who are wanted for various crimes even in India. They have criminal records and India has been requesting Canadian government to deport some of these people to undergo trial in India but Trudeau govt under jagmeet Singh did not agree and so you have crimes happening in Canada but the bad name goes to India. As far as this oppression against minority is concerned all sikhs in India are free to do as they wish in their own land. They have a democratically elected leader and sikhs in India are very happy. Others in India love them and respect them a lot so much so that manmohan Singh became the prime minister of India with zero opposition to his leadership. Abdul kalam who is also a muslim became the president of India. This oppression story is fake. That is one of the ways for this khalistan punjabi apply for refugee status inside Canada. It’s a Canadian loophole they misuse and the worst part is even the govt knows that. They just won’t do anything about it.
Identity Attack0.37292135
Insult0.19967617
Profanity0.031641733
Threat0.017156094
Severe Toxicity0.01302678
Moderate 0.3048984 Constructive 0.674 Unverified_Claim
Feb 19, 2026 1 likes Inside Canada's Indian Invasion...
As an indian living in canada im going to say this punjabis are not living in brampton because it feels like home most of them come to canada to flex and probably because the city …
As an indian living in canada im going to say this punjabis are not living in brampton because it feels like home most of them come to canada to flex and probably because the city is swamped with their people so they don’t have to communicate in english, i cant even count the number of times these people have talked to me punjabi while i tell them i don’t speak punjabi and they start getting offended ask me why i dont , like bro I’m from a different part of india , why don’t you speak my mother tongue or english to begin with , also the flexing culture they have is crazy , all i want to say is if you don’t know how to communicate in a language and still move to that country and complain you don’t have enough opportunities in your country you might be at fault not your country nor the new one that you moved into,most of them don’t even have papers , want a separate country for themselves, lack the skills and yet they are living like this, blame the government who let this happen not the rest of us.
Identity Attack0.30256465
Insult0.17486192
Profanity0.12286829
Threat0.016120117
Severe Toxicity0.01935331
Moderate 0.3048984 Constructive 0.585 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
I feel no canada.it is India
I feel no canada.it is India
Identity Attack0.38176915
Insult0.082372494
Profanity0.029460056
Threat0.008336896
Severe Toxicity0.013349563
Moderate 0.3047732 Moderate Con 0.365 Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
subhumanism was originated in india
subhumanism was originated in india
Identity Attack0.34974504
Insult0.08484049
Profanity0.09551262
Threat0.0104988385
Severe Toxicity0.015802706
Moderate 0.3047732 Low Con 0.241
Jan 27, 2026 Inside Canada's Indian Invasion...
Atleast we are not like islam people trying to bring sharia law in Canada we just go there due to job shortage in India because india has huge population I think india should bring strict …
Atleast we are not like islam people trying to bring sharia law in Canada we just go there due to job shortage in India because india has huge population I think india should bring strict 1 child or 2 child law
Identity Attack0.38223284
Insult0.0816321
Profanity0.023652986
Threat0.009074804
Severe Toxicity0.0104522705
Moderate 0.3047732 Moderate Con 0.433
Jan 27, 2026 Inside Canada's Indian Invasion...
Hello i am from India if you don't want migrants then just don't give much visa easy
Hello i am from India if you don't want migrants then just don't give much visa easy
Identity Attack0.36702603
Insult0.0777699
Profanity0.06596114
Threat0.018537397
Severe Toxicity0.014317908
Moderate 0.3047732 Moderate Con 0.35
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Can I just remind you that the British empire took 45 trillion out of India, from being the richest nation in the world at that time, 25% of global gdp - why do you think …
Can I just remind you that the British empire took 45 trillion out of India, from being the richest nation in the world at that time, 25% of global gdp - why do you think the British came to India in the first place? Not cus they like a good curry! Robbed the place blind & now you have a problem with hard working people on your nation - you started it!! India didn’t invite you over!! Punjab had an empire before the British systematically took it apart piece by piece - but I’m sure that doesn’t interest you - very blinkered & one sided view
Identity Attack0.24150419
Insult0.24424846
Profanity0.08419759
Threat0.015429466
Severe Toxicity0.015221698
Moderate 0.30464804 Constructive 0.506 Moral_Argument
Feb 27, 2026 3 likes Inside Canada's Indian Invasion...
Yes blame everyone other than your own government to allow labour class immigrants into your country to fill votebanks!!! Even in India there is a social divide between people!! If the top 1% of India …
Yes blame everyone other than your own government to allow labour class immigrants into your country to fill votebanks!!! Even in India there is a social divide between people!! If the top 1% of India couldn't assimilate with them, u expect they would assimilate with you!!🤣🤣🤣🤣
Identity Attack0.28034934
Insult0.1378885
Profanity0.048425674
Threat0.010188141
Severe Toxicity0.011749268
Moderate 0.30464804 Moderate Con 0.341 Policy_Critique
Oct 15, 2025 Inside Canada's Indian Metropolis (Brampton)
Indians do this everywhere all over the world, they don't want to assimilate and they want to create their own neighborhoods so that they live like in India. I think they must stay in India, …
Indians do this everywhere all over the world, they don't want to assimilate and they want to create their own neighborhoods so that they live like in India. I think they must stay in India, the problem is they segregate
Identity Attack0.3817989
Insult0.08459369
Profanity0.07805514
Threat0.010628296
Severe Toxicity0.013736901
Moderate 0.30464804 Constructive 0.547 Identity_Assertion
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Can you just cut 95% of Indian International Workers (aka International Students from India)? Except for those who are really talented for UofT class schools? Indians firing all Canadians of all colors and races, to …
Can you just cut 95% of Indian International Workers (aka International Students from India)? Except for those who are really talented for UofT class schools? Indians firing all Canadians of all colors and races, to fill the positions with International Workers (International Students from India).
Identity Attack0.3817989
Insult0.06953252
Profanity0.020783609
Threat0.08089764
Severe Toxicity0.0126394415
Moderate 0.30452284 Low Con 0.255 Policy_Critique
Jan 30, 2026 Canada’s new rules in 2026
ABOUT TIME. WE ARE FLOODED. NEW INDIA IS BROKEN
ABOUT TIME. WE ARE FLOODED. NEW INDIA IS BROKEN
Identity Attack0.28034934
Insult0.09416737
Profanity0.07967158
Threat0.050744623
Severe Toxicity0.022839356
Moderate 0.30452284 Low Con 0.288 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
WOW VERY DANGEROUS SIR 😠😠 BUT SIR MY INDIA IS THE REAL SUPERPOWER 🤗🇮🇳 WE HAVE THE BEST INFRASTRUCTURE AND HIGHSPEED RAIL 🤗🇮🇳 THIS WHY IM SO LUCKY LIVE IN SUPER INDIA THE CLEANEST COUNTRY …
WOW VERY DANGEROUS SIR 😠😠 BUT SIR MY INDIA IS THE REAL SUPERPOWER 🤗🇮🇳 WE HAVE THE BEST INFRASTRUCTURE AND HIGHSPEED RAIL 🤗🇮🇳 THIS WHY IM SO LUCKY LIVE IN SUPER INDIA THE CLEANEST COUNTRY IN THE WORLD 🇮🇳🤗 , WE NEVER SCAM! WE GIVE RESPECT TO ALL WOMEN THEY CAN WALK SAFELY ALONE AT NIGHT AND WE HAVE CLEAN FOOD AND TOILET EVERYWHERE 🇮🇳🤗🚽, I KNOW MANY MORE PEOPLE JEALOUS WITH SUPER RICH INDIA 🤗🇮🇳🤗🇮🇳🤗🇮🇳🤗🇮🇳🤗🇮🇳🤗🇮🇳🤗🇮🇳 INDIA SUPER CLEAN
Identity Attack0.1294935
Insult0.1087965
Profanity0.124631
Threat0.021472665
Severe Toxicity0.023076924
Moderate 0.30452284 Constructive 0.558 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The insidious demographic colonization of the West by the East was once a sly Indian/Chinese project, but modern Indians are unashamed of their goal to capture the Christian West for Hindu India by their simple …
The insidious demographic colonization of the West by the East was once a sly Indian/Chinese project, but modern Indians are unashamed of their goal to capture the Christian West for Hindu India by their simple brute force of overpopulation. It is now going on at full blast, and perhaps already too late to save some of the old Western countries like UK, Canada and Australia. Christian Americans should pay attention to this sly demographic that slithers in, then strangles you.
Identity Attack0.31307843
Insult0.13969865
Profanity0.039657943
Threat0.1954604
Severe Toxicity0.013155893
Moderate 0.30439767 Low Con 0.296 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Stay in India if your not gunna assimilate
Stay in India if your not gunna assimilate
Identity Attack0.29951343
Insult0.083112895
Profanity0.08807703
Threat0.019746035
Severe Toxicity0.016190045
Moderate 0.30427247 Low Con 0.19 Identity_Assertion
Feb 9, 2026 Inside Canada's Indian Invasion...
It’s deeply concerning that representatives like Pemi Gill and Aisha Zafar appear unaware of the serious consequences stemming from the influx of individuals entering Canada under the guise of international students. How come they are …
It’s deeply concerning that representatives like Pemi Gill and Aisha Zafar appear unaware of the serious consequences stemming from the influx of individuals entering Canada under the guise of international students. How come they are so ignorant of these serious things going on in their govt? It’s time for accountability—not just from executives who profit from these schemes, but also from the politicians who enable them through inaction or ignorance. These individuals, who came here from India under the guise of being students, later sought asylum and are now receiving government support funded by Canadian taxpayers—while many Canadian youths struggle to find employment. I deeply commend Madam Michelle Rempel Garner for courageously raising this issue, which has long been ignored by corporate executives and their political allies who bear significant responsibility for the country's current challenges.
Identity Attack0.026007013
Insult0.3388922
Profanity0.026727317
Threat0.0076766624
Severe Toxicity0.0044441223
Moderate 0.30427247 Constructive 0.799
Sep 27, 2025 1 likes IRCC Names India in Study …
China & India are grossly overpopulated! Our Pm has visited both countries & made a deal to bring them here. What was the deal & why do taxpayers have to pay for their freedom here. …
China & India are grossly overpopulated! Our Pm has visited both countries & made a deal to bring them here. What was the deal & why do taxpayers have to pay for their freedom here. I do not hate them, I just don't trust them & I don't think they listen to Canadians. They are filling their own pockets buying votes from the new immigrants.
Identity Attack0.35299334
Insult0.16124763
Profanity0.021740068
Threat0.00814271
Severe Toxicity0.008392334
Moderate 0.30427247 Constructive 0.682
Aug 27, 2025 Why Canadians Are Turning Against …
Bluds only source of views is disrespecting india 😂
Bluds only source of views is disrespecting india 😂
Identity Attack0.27914262
Insult0.16875735
Profanity0.08904689
Threat0.010550622
Severe Toxicity0.012703998
Moderate 0.30427247 Low Con 0.142 Meta_Commentary
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.