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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: "As an Indian, is the …" 4,309 comments · Page 120 of 173
Good work Indian students! You’ve successfully and effortlessly ruined the good standing of Indians who came to these western countries peacefully. The trust has been broken and going to be an uphill battle. 😢
Good work Indian students! You’ve successfully and effortlessly ruined the good standing of Indians who came to these western countries peacefully. The trust has been broken and going to be an uphill battle. 😢
Identity Attack0.24293575
Insult0.13607834
Profanity0.025497584
Threat0.014220826
Severe Toxicity0.00957489
Low Tox 0.2648175 Moderate Con 0.396 Identity_Assertion
Sep 30, 2025 1 likes IRCC Names India in Study …
The new Indians don’t simulate at all when they come to Canada
The new Indians don’t simulate at all when they come to Canada
Identity Attack0.30103904
Insult0.09563028
Profanity0.03489832
Threat0.008065036
Severe Toxicity0.0077438354
Low Tox 0.2648175 Low Con 0.202 Unverified_Claim
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Dude's just spreading hate. Indian community might lack some manners, but are the most reliable group of people who are welcoming to many. You dont see them doing drugs on streets, you dont see them …
Dude's just spreading hate. Indian community might lack some manners, but are the most reliable group of people who are welcoming to many. You dont see them doing drugs on streets, you dont see them murdering for money. They are 99.99% peaceful beings who earn money and get lost before you know it
Identity Attack0.22631748
Insult0.09855611
Profanity0.08096472
Threat0.053654157
Severe Toxicity0.009841919
Low Tox 0.2648175 Constructive 0.618 Solidarity
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
@4:10 this guy is right. Now I understand all the anti-indian memes about Canada
@4:10 this guy is right. Now I understand all the anti-indian memes about Canada
Identity Attack0.34649673
Insult0.07808672
Profanity0.026863953
Threat0.008220384
Severe Toxicity0.0065231323
Low Tox 0.2648175 Moderate Con 0.412 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
indians are cool in my book! they are ideologically aligned with judeochristendom.
indians are cool in my book! they are ideologically aligned with judeochristendom.
Identity Attack0.29798782
Insult0.0654725
Profanity0.10363861
Threat0.011482717
Severe Toxicity0.014640691
Low Tox 0.2648175 Low Con 0.284 Solidarity
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
This stuff is so overblown. Indian people are cool, they'll become fuuly assimilated Canadians in a few generations. "White" Canadians today count as people from all over Europe, when in the past they were all …
This stuff is so overblown. Indian people are cool, they'll become fuuly assimilated Canadians in a few generations. "White" Canadians today count as people from all over Europe, when in the past they were all different and all fear mongered about each other
Identity Attack0.30256465
Insult0.07428485
Profanity0.04266402
Threat0.007754337
Severe Toxicity0.007896423
Low Tox 0.2648175 Constructive 0.617
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
indians are funny. some want the indian community, and some just want to be american lol it depends on what their class/caste is really
indians are funny. some want the indian community, and some just want to be american lol it depends on what their class/caste is really
Identity Attack0.28034934
Insult0.076502606
Profanity0.12096943
Threat0.008789998
Severe Toxicity0.010375977
Low Tox 0.2648175 Moderate Con 0.317 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
That Indian gentleman at the first 2 minute mark is based. He came to Canada for Canadian life, not cow dung life.
That Indian gentleman at the first 2 minute mark is based. He came to Canada for Canadian life, not cow dung life.
Identity Attack0.19298288
Insult0.16897665
Profanity0.03239325
Threat0.0063497215
Severe Toxicity0.005836487
Low Tox 0.2648175 Moderate Con 0.472 Identity_Assertion
Feb 28, 2026 Inside Canada's Indian Invasion...
i live in a city between detroit and toronto. its all indians.
i live in a city between detroit and toronto. its all indians.
Identity Attack0.33675182
Insult0.0777699
Profanity0.047173142
Threat0.007909686
Severe Toxicity0.00919342
Low Tox 0.2648175 Low Con 0.286 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Not Canada per se, but baised on my coworkers even the Indians have Indian fatigue now. Especially with the older skilled Indians workers who have aasemulated into the country and came here the honest way. …
Not Canada per se, but baised on my coworkers even the Indians have Indian fatigue now. Especially with the older skilled Indians workers who have aasemulated into the country and came here the honest way. They're always complaining how it's now so easy to get into the country, with relaxed polices and poor vetting and how these newer influxes do not like to assemulate into their new country, and bring their bad practices over here. And annoyed why are importing non skilled workers when locals are struggling for jobs, describing why we do not need more Uber drivers and mc donalds workers. They're were telling me there's recently been a large influx buying their degrees for like $10k and getting here on skilled visas without thorough checks. because of relaxed policies as a result of our majority of young skilled citizens here leaving the country in record numbers since COVID.
Identity Attack0.28034934
Insult0.16751462
Profanity0.052183274
Threat0.009981008
Severe Toxicity0.009651184
Low Tox 0.26293078 Constructive 0.772
Jan 27, 2026 Inside Canada's Indian Invasion...
Indian living in India. I think NRIs should be more accommodating to Canadians as someday if they are thrown out like TRUMP is doing it would be terrible.
Indian living in India. I think NRIs should be more accommodating to Canadians as someday if they are thrown out like TRUMP is doing it would be terrible.
Identity Attack0.27340925
Insult0.09416737
Profanity0.021125201
Threat0.017328756
Severe Toxicity0.007286072
Low Tox 0.26293078 Constructive 0.651
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Thank-you so much for this video. I am a 54 year old, white Canadian woman. I have lived in Ontario my entire life, but I don't recognize it anymore, and, if I had the money, …
Thank-you so much for this video. I am a 54 year old, white Canadian woman. I have lived in Ontario my entire life, but I don't recognize it anymore, and, if I had the money, I would leave. We are being taken over by immigrants, and we aren't allowed to say anything about it, or we are called racists. It's so unfair! How is it OK, that we are forced to remain silent as we watch our country be taken over? Our housing, our jobs, our culture; it's all being handed over to immigrants, mainly from East India and Arab countries. Even my kid's school population has become 95% East Indians and Arabs. The remaining 5% are a mix of whites, blacks, and a couple of kids from the Philippines. There is no diversity. It's just so unfair!
Identity Attack0.28034934
Insult0.12159709
Profanity0.036401358
Threat0.00951496
Severe Toxicity0.008888245
Low Tox 0.26293078 Constructive 0.754
Aug 28, 2025 7 likes Why Canadians Are Turning Against …
Just yesterday East Indian dude hit my truck that was parked by the house , and was trying to say that’s my fault haha 😆
Just yesterday East Indian dude hit my truck that was parked by the house , and was trying to say that’s my fault haha 😆
Identity Attack0.21470967
Insult0.0573046
Profanity0.10797132
Threat0.11922921
Severe Toxicity0.01412424
Low Tox 0.26293078 Moderate Con 0.462 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
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 …
lol the Indian lady is legit protecting Indians.
lol the Indian lady is legit protecting Indians.
Identity Attack0.28034934
Insult0.07396803
Profanity0.07805514
Threat0.010058682
Severe Toxicity0.01159668
Low Tox 0.26293078 Low Con 0.279 Meta_Commentary
Dec 2, 2025 1 likes IRCC Names India in Study …
Canada is still normal, look at Malaysia, it's full of Indians and Bangladeshis, they even marry locals and give birth to Southeast Asians with South Asian faces.
Canada is still normal, look at Malaysia, it's full of Indians and Bangladeshis, they even marry locals and give birth to Southeast Asians with South Asian faces.
Identity Attack0.33352965
Insult0.08831572
Profanity0.022969801
Threat0.008427517
Severe Toxicity0.009346008
Low Tox 0.26293078 Moderate Con 0.38 Comparative_Framing
Feb 11, 2026 1 likes Inside Canada's Indian Invasion...
Canada has really changed in the last two years. Even the walmart I go to used to be full of caucasian employees. Now it's all indian people who keep telling me to sign up for …
Canada has really changed in the last two years. Even the walmart I go to used to be full of caucasian employees. Now it's all indian people who keep telling me to sign up for a mastercard.
Identity Attack0.36803186
Insult0.081261896
Profanity0.024131214
Threat0.0071588317
Severe Toxicity0.007209778
Low Tox 0.26293078 Constructive 0.52
Aug 26, 2025 Why Canadians Are Turning Against …
Go take a look at Indian Illinois invasion
Go take a look at Indian Illinois invasion
Identity Attack0.2831485
Insult0.06354945
Profanity0.059447967
Threat0.014738814
Severe Toxicity0.011978149
Low Tox 0.26293078 Low Con 0.213 Comparative_Framing
Feb 4, 2026 Inside Canada's Indian Invasion...
Scam Central. Even the Indians know it. Interesting that a city worker censored herself.
Scam Central. Even the Indians know it. Interesting that a city worker censored herself.
Identity Attack0.21668483
Insult0.16868424
Profanity0.03189224
Threat0.008362788
Severe Toxicity0.0051498413
Low Tox 0.26293078 Low Con 0.147 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
We went full Indian. Never go full indian
We went full Indian. Never go full indian
Identity Attack0.29951343
Insult0.061276767
Profanity0.06946823
Threat0.010887212
Severe Toxicity0.01159668
Low Tox 0.26293078 Low Con 0.294 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
I honestly feel bad for Canadians. What the Indians are doing to Canada is basically what the British did to India decades, maybe even centuries ago. I hope you guys get through this. I know …
I honestly feel bad for Canadians. What the Indians are doing to Canada is basically what the British did to India decades, maybe even centuries ago. I hope you guys get through this. I know you didn't ask for it.
Identity Attack0.316
Insult0.07523532
Profanity0.023994578
Threat0.010628296
Severe Toxicity0.0075912476
Low Tox 0.26293078 Constructive 0.598 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada what have you done to yoursel🤔🤔 This is not going to end well. They will turn Canada into Indian... it happens all the time.
Canada what have you done to yoursel🤔🤔 This is not going to end well. They will turn Canada into Indian... it happens all the time.
Identity Attack0.2823795
Insult0.082619295
Profanity0.021740068
Threat0.0086087575
Severe Toxicity0.007247925
Low Tox 0.26293078 Low Con 0.223
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada will never face any problem from Hindus because Indian Hindus who always live within the country will never betray the country. Those people do not take even a single penny of wrong help from …
Canada will never face any problem from Hindus because Indian Hindus who always live within the country will never betray the country. Those people do not take even a single penny of wrong help from the Canadian government.
Identity Attack0.32768643
Insult0.08558089
Profanity0.019895468
Threat0.007081157
Severe Toxicity0.006980896
Low Tox 0.26293078 Moderate Con 0.435
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
You only see few area's in India, definitely you don't see whole India, India is huge and beautiful. and Canada is the land of invandours, real Canadians are red Indians Tribes.
You only see few area's in India, definitely you don't see whole India, India is huge and beautiful. and Canada is the land of invandours, real Canadians are red Indians Tribes.
Identity Attack0.2949366
Insult0.097093195
Profanity0.022628209
Threat0.007262398
Severe Toxicity0.008010864
Low Tox 0.26104406 Constructive 0.542 Comparative_Framing
Feb 9, 2026 1 likes Inside Canada's Indian Invasion...
Please don't say indian I feel ashamed, the so called invaders are from punjab which is the north part of india who speaks Hindi. We are from south most tip of india :kerala we don't …
Please don't say indian I feel ashamed, the so called invaders are from punjab which is the north part of india who speaks Hindi. We are from south most tip of india :kerala we don't invade any country we blend with other country's culture. And we speak "malayalam" as our language. India does consist of 28 completely different states and 22 plus different languages. Everyone is different in their culture and language spoken and the food itself. And I am also sad I came to canada from kerala to get a foreign exposure but sadly I saw more punjabis, gujaratis and many hindi language speaking north indians more than canadians😢. We keralites get the racism not from canadians but from these so called Punjabis and gujaratis the hindi speaking people. Its awful
Identity Attack0.27701542
Insult0.15343215
Profanity0.054437835
Threat0.008945347
Severe Toxicity0.009117126
Low Tox 0.26104406 Constructive 0.794 Personal_Narrative
Feb 24, 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.