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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: "Its been like that for …" 2,805 comments · Page 44 of 113
Indians are like that everywhere they stay they don't want to assimilate with other people they just want to keep within themselves
Indians are like that everywhere they stay they don't want to assimilate with other people they just want to keep within themselves
Identity Attack0.4054415
Insult0.18604483
Profanity0.11539881
Threat0.010654188
Severe Toxicity0.023076924
Moderate 0.3625127 Moderate Con 0.393 Identity_Assertion
Oct 27, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
canada should close borders to everyone visting from india until all fraudulent indians are caught and deported - let that be a lessson. That means no family or friends can visit the country. All Indian …
canada should close borders to everyone visting from india until all fraudulent indians are caught and deported - let that be a lessson. That means no family or friends can visit the country. All Indian canadian citizens will aid the canadian government catching these people. I am in Canada now for the first time and its a beautiful country - don't destroy it like the UK has
Identity Attack0.43256098
Insult0.24928534
Profanity0.024609445
Threat0.036149003
Severe Toxicity0.015286255
Moderate 0.3625127 Constructive 0.594 Call_To_Action
Sep 29, 2025 IRCC Names India in Study …
when you discover the level of fraud they do and how sneaky and nonchalant they are about it, somalis will seem like angels.
when you discover the level of fraud they do and how sneaky and nonchalant they are about it, somalis will seem like angels.
Identity Attack0.36702603
Insult0.3388922
Profanity0.08581402
Threat0.012078222
Severe Toxicity0.0125103295
Moderate 0.3625127 Low Con 0.235 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
As usual so many racist comments. Canada is a melting pot. Do you think most of the white people are Canadian for 1000 years and not first/2nd/3rd generation immigrant themselves like from Italy, Greece, Portugal, …
As usual so many racist comments. Canada is a melting pot. Do you think most of the white people are Canadian for 1000 years and not first/2nd/3rd generation immigrant themselves like from Italy, Greece, Portugal, Ireland, etc.? Anyway, I enjoyed the video. Brampton seems like a mini Punjab/ mini India. And driving over there is bad is true but why do the police and authorities don't do anything about it? Easy money from fines.
Identity Attack0.39870077
Insult0.25602314
Profanity0.031641733
Threat0.007547205
Severe Toxicity0.013414118
Moderate 0.3625127 Constructive 0.747 Moral_Argument
Feb 7, 2026 1 likes Inside Canada's Indian Invasion...
i like the fat poor todd with motorbike.
i like the fat poor todd with motorbike.
Identity Attack0.14875233
Insult0.3388922
Profanity0.16031636
Threat0.02682521
Severe Toxicity0.01825585
Moderate 0.3625127 Low Con 0.29 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
41, 000 is crazy insane should be like 100 only per year. This oversupply of people is what contributes to more people fighting for few resources (jobs, medical care, apartments, etc)
41, 000 is crazy insane should be like 100 only per year. This oversupply of people is what contributes to more people fighting for few resources (jobs, medical care, apartments, etc)
Identity Attack0.010063417
Insult0.37279442
Profanity0.10301965
Threat0.010550622
Severe Toxicity0.0077056885
Moderate 0.36095104 Constructive 0.52 Economic_Argument
Nov 21, 2025 18 likes Quebec Ends Economic Immigration Program …
What a funking irony - this Rempel garner women was in India’s lap in conservative leadership race. She was with Patrick Brown and Indians told to her to quit. She ‘left’ politics to focus on …
What a funking irony - this Rempel garner women was in India’s lap in conservative leadership race. She was with Patrick Brown and Indians told to her to quit. She ‘left’ politics to focus on her personal life and came back as soon as Indians succeeded to put Piere as a leader instead of Patrick. Later bunch of material, testimonies came out about she being on a zoom call and Indians saying they don’t like she is running Patrick brown’s campaign. Foreign interference report exposed her pretty good but I guess canadians really are blind to the fact that while they are taking out their anger on immigrants their country is compromised and sold put by their own trusted politicians and that too, to a third world country like India!
Identity Attack0.27171627
Insult0.31740165
Profanity0.33453682
Threat0.013010317
Severe Toxicity0.021548226
Moderate 0.36095104 Moderate Con 0.499
Sep 30, 2025 IRCC Names India in Study …
12:31, it helps that bro looks like a third-world immigrant himself. 😂 Makes the whole thing more believable.
12:31, it helps that bro looks like a third-world immigrant himself. 😂 Makes the whole thing more believable.
Identity Attack0.36702603
Insult0.25007802
Profanity0.09486605
Threat0.009178371
Severe Toxicity0.016771052
Moderate 0.36095104 Moderate Con 0.334 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
Canada is COOKED! crime, extortion, fake students on a visa working full time jobs, fake asylum claims, temporary foreigner worker program, "Diploma Mill" colleges, Poaching wild life. And ask the Canadians who grew up in …
Canada is COOKED! crime, extortion, fake students on a visa working full time jobs, fake asylum claims, temporary foreigner worker program, "Diploma Mill" colleges, Poaching wild life. And ask the Canadians who grew up in Canada what it is like trying to find a job, If your last name isn't Singh or Patel good luck to you. Why is it that The Liberal government is letting in over 50% of the immigrants from India compared to the other nations? This is how you get cultural dominance. Immigrants who came to Canada before 2015 really wanted to become Canadian. Now everyone is coming at a fast rate, no one gives a F.
Identity Attack0.36702603
Insult0.27146968
Profanity0.043165036
Threat0.010990778
Severe Toxicity0.017803956
Moderate 0.36095104 Constructive 0.527 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
All these comments are correct. We are all sick and bloody tired of what is going on in once a beautiful country here in cal Gary Alberta Canada, especially the Northeast quadrant of the city. …
All these comments are correct. We are all sick and bloody tired of what is going on in once a beautiful country here in cal Gary Alberta Canada, especially the Northeast quadrant of the city. It is nothing but people from India. They're Punjab, people from Nigeria, Africa, and the Philippines, and in my experience. I am a blind, white single woman who owns my condo and a perfect parking spot for 8 years. I have bean horrifically harassed, buy these people. Because I would not bow down to their demands to give them my parking stall. They used the Calgary city police as weapons against me. Calling them and telling them I am a child molester, because I was Videoing in public videoing, taking evidence Of what is going on around here? Witches, my constitutional right? They called the cops telling them, I am a racist, a drug dealer, and a killer. They almost we're successful in having my nephew arrested telling the police that he hit their little cockroaches. With his car, the black cop that I invited into my home stupidly. Was Very hot and waning arrest both of us, but there was no damage on the car. No damage on their little cockroaches, no charges, but the black cop 2 hours later cold because he wanted my nephew's license plate number. He was probably trying to catch him driving dirty, but never called back. So he didn't find anything. These people have threatened to shoot me. They have threatened big consequences. They have threatened to slap the f out of me. They have threatened to pop the pimples out of my eyes. And when they found out that I was blind, that's when they ramped up the harassment, the cops did nothing about the threats towards me when they told the cops that we I threatened to kill them. They are the ones that threaten to chop my nephew and his dog up. The cops never did anything about their threats. They told me to stay in my unit for safety or move for my safety. The condo corporation refuses to do anything as well. So if anyone nose a good civil rights lawyer, please reply to me. Because I fear for my life, this is no joke and because I have to move. I will have a good case to sue the condo corporation as I feel unsafe. These people from these countries do not like people. With disabilities, they believe that we are a curse and that we are a waste of society.
Identity Attack0.3780483
Insult0.32682732
Profanity0.14402086
Threat0.02250864
Severe Toxicity0.019998873
Moderate 0.36095104 Constructive 0.759 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
I’d rather we take refugees like Ukraine fleeing a war
I’d rather we take refugees like Ukraine fleeing a war
Identity Attack0.36702603
Insult0.082372494
Profanity0.08775374
Threat0.27637172
Severe Toxicity0.023076924
Moderate 0.36095104 Moderate Con 0.344
Sep 1, 2025 Why Canadians Are Turning Against …
People who drive in countries like India don’t just switch up how they drive overnight, they are going to bring their bad driving habits like has anyone seen how they drive out there it’s crazy.
People who drive in countries like India don’t just switch up how they drive overnight, they are going to bring their bad driving habits like has anyone seen how they drive out there it’s crazy.
Identity Attack0.30256465
Insult0.34101152
Profanity0.099305905
Threat0.010032792
Severe Toxicity0.011444092
Moderate 0.36095104 Moderate Con 0.301 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Trust me canadians Ban the hindu aggression first hand Or you lot will end like their minority who are looked down and an enforced beef ban in the name of democracy. Next thing you know, …
Trust me canadians Ban the hindu aggression first hand Or you lot will end like their minority who are looked down and an enforced beef ban in the name of democracy. Next thing you know, you would berated in your own country, ask the muslims and Christians the suffering they go through because of the majority. The punjabi population you see there is predominantly Hindu too not sikh. They have been trained to say they are from Punjab to take attention away from Hindus
Identity Attack0.45610145
Insult0.17858955
Profanity0.037904397
Threat0.043955702
Severe Toxicity0.015544481
Moderate 0.36095104 Moderate Con 0.46 Fear_Threat
Feb 28, 2026 7 likes Inside Canada's Indian Invasion...
I hate feeling like a tourist in my own country
I hate feeling like a tourist in my own country
Identity Attack0.32184324
Insult0.0813853
Profanity0.18294942
Threat0.008531082
Severe Toxicity0.012574885
Moderate 0.36095104 Moderate Con 0.393 Identity_Assertion
Feb 24, 2026 3 likes Inside Canada's Indian Invasion...
finally someone addressed this, i see teenagers aroun my area struggling hard to find low income like simply working at a tim hortons because of the indians
finally someone addressed this, i see teenagers aroun my area struggling hard to find low income like simply working at a tim hortons because of the indians
Identity Attack0.44690517
Insult0.18728738
Profanity0.11663672
Threat0.011974656
Severe Toxicity0.017803956
Moderate 0.36095104 Constructive 0.604 Economic_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
This video is not realistic to what is really going on🤣 perhaps you should try going undercover………tooooo sugar coated, kinda like fake news vibe
This video is not realistic to what is really going on🤣 perhaps you should try going undercover………tooooo sugar coated, kinda like fake news vibe
Identity Attack0.014953227
Insult0.16875735
Profanity0.09583591
Threat0.011275585
Severe Toxicity0.0127685545
Moderate 0.36095104 Low Con 0.245 Meta_Commentary
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
In the USA, a video like this would change policy. In Canada, people are going to say Tyler is a racist bigot. That Canada needs immigrants and love diversity. Canada is too far gone. 51st …
In the USA, a video like this would change policy. In Canada, people are going to say Tyler is a racist bigot. That Canada needs immigrants and love diversity. Canada is too far gone. 51st solution NOW
Identity Attack0.27340925
Insult0.35677677
Profanity0.027547138
Threat0.00789674
Severe Toxicity0.010375977
Moderate 0.36095104 Moderate Con 0.333 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
There like rats that came out of a sewer.
There like rats that came out of a sewer.
Identity Attack0.013646871
Insult0.36709076
Profanity0.16217725
Threat0.0086087575
Severe Toxicity0.010375977
Moderate 0.36095104 Low Con 0.185
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Québecois here. I cant wait for the AI french audio track to send this to my father. I keep telling him about how Canada is f***ed by immigration just like France and UK but he …
Québecois here. I cant wait for the AI french audio track to send this to my father. I keep telling him about how Canada is f***ed by immigration just like France and UK but he dont believe me. I explain to him that's because of the 101 law that make difficult for non-french speaker to come in Québec. Almost like a law for the preservation of the language and culture is a good thing.
Identity Attack0.21470967
Insult0.19967617
Profanity0.4044591
Threat0.009799767
Severe Toxicity0.022710243
Moderate 0.36095104 Constructive 0.713 Policy_Critique
Jan 29, 2026 9 likes Inside Canada's Indian Invasion...
They are given 50,000 and I'm given nothing to start up my family while being born here and being raised in a poor family! Also those crossing the border Illgeally should be treated like criminals! …
They are given 50,000 and I'm given nothing to start up my family while being born here and being raised in a poor family! Also those crossing the border Illgeally should be treated like criminals! Can I go to your country illegally? So why with mine??? More people made rent higher, lower wages from competition and traffic is crazy now! Immigration has helped anyone but the immigrant and made my life harder.. all for being nice. Being nice doenst have any benefits except for being Walked on. Trudeau is just trying to buy votes
Identity Attack0.28034934
Insult0.3388922
Profanity0.06746418
Threat0.010395273
Severe Toxicity0.015867263
Moderate 0.36095104 Constructive 0.706
Jan 15, 2019 How much do refugees and …
Brampton is great, Indian/pakistani community is wonderful. You really shouldn't platform hate without checks and balances, makes it seem like you support them. That polish guy just sounds like a hater.
Brampton is great, Indian/pakistani community is wonderful. You really shouldn't platform hate without checks and balances, makes it seem like you support them. That polish guy just sounds like a hater.
Identity Attack0.34324843
Insult0.28791866
Profanity0.0913099
Threat0.008556974
Severe Toxicity0.01083374
Moderate 0.36095104 Constructive 0.695
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Welcome to the new state of Canjabia, the Maritime provinces are now flooded with these Indian Punjabi’s, they’ve taken over most low level jobs, housing prices have skyrocketed just like you’ll see 3-4 drivers in …
Welcome to the new state of Canjabia, the Maritime provinces are now flooded with these Indian Punjabi’s, they’ve taken over most low level jobs, housing prices have skyrocketed just like you’ll see 3-4 drivers in one truck , its double in a house/apartment 8-10. Caledonia industrial park has a notorious company Safex known for hiring Punjabi drivers, among a few. How Canada hasn’t formed a Punjabi foreign military brigade is mind boggling maybe P.P needs to ask clowney in parliament 😂😂 on a serious note it’s an invasion, domination by these fake TFW 💯 came as students but have no transcripts to show they studied and graduated. Canada is F’kd . Pardon my language!!!!
Identity Attack0.27340925
Insult0.37506318
Profanity0.054938845
Threat0.009722093
Severe Toxicity0.009536743
Moderate 0.36095104 Constructive 0.562
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
You need to question Canadian govt. Faking docs and coming to Canada is so easy. And why Canada allows too much students? What about fake colleges opened and supported by Canadian govt. Blaming Indian is …
You need to question Canadian govt. Faking docs and coming to Canada is so easy. And why Canada allows too much students? What about fake colleges opened and supported by Canadian govt. Blaming Indian is easy because if you blame Canadain govt, you will be treated like Truckers..
Identity Attack0.35948995
Insult0.3388922
Profanity0.029186781
Threat0.009463178
Severe Toxicity0.00919342
Moderate 0.36095104 Moderate Con 0.408
Jan 27, 2026 Inside Canada's Indian Invasion...
Btw I have been waiting 4yrs plus now to get a right knee replacement?! I am a WRHA employee cannot go back to work til its done, I am a true born and raised Canadian …
Btw I have been waiting 4yrs plus now to get a right knee replacement?! I am a WRHA employee cannot go back to work til its done, I am a true born and raised Canadian citizen time to take a stand up to our government and to all these immigrants GO BACK TO YOUR COUNTRY BAN TOGETHER AND EARN AND MAKE YOUR COUNTRY ON YOUR OWN QUIT MOUCHING OFF OUR COUNTRY FOR A FREE RIDE HERE IN LIFE!? GO HOME!! I am so concerned for my children and my grand children and their children so on and so on what's it going to be like for them this is beyond bad and long gone already! Need to take back our country!!
Identity Attack0.33675182
Insult0.27969417
Profanity0.056441884
Threat0.015256803
Severe Toxicity0.023076924
Moderate 0.36095104 Constructive 0.702
Aug 29, 2025 Why Canadians Are Turning Against …
India is like Zionist Israel which wants to control all aspects of life
India is like Zionist Israel which wants to control all aspects of life
Identity Attack0.38699543
Insult0.16802633
Profanity0.12158839
Threat0.012285355
Severe Toxicity0.023076924
Moderate 0.36095104 Low Con 0.122 Unverified_Claim
Feb 23, 2026 2 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.