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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 #}

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Active: "You claim not to be …" 264 comments · Page 8 of 11
Deport and no asylum claims.
Deport and no asylum claims.
Identity Attack0.06929302
Insult0.022770792
Profanity0.014259194
Threat0.01254427
Severe Toxicity0.003967285
Low Tox 0.1460314 Low Con 0.242
Dec 22, 2025 IRCC Names India in Study …
Britishers and Europeans after invading American and Canadian continent claiming this land belong to them 😅
Britishers and Europeans after invading American and Canadian continent claiming this land belong to them 😅
Identity Attack0.10221587
Insult0.031917825
Profanity0.017162729
Threat0.008945347
Severe Toxicity0.003929138
Low Tox 0.14256015 Low Con 0.187 Moral_Argument
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
You know most of the Punjabis and many people who claim they are mostly pakistani
You know most of the Punjabis and many people who claim they are mostly pakistani
Identity Attack0.15517195
Insult0.036325075
Profanity0.04366605
Threat0.008738215
Severe Toxicity0.0051879883
Low Tox 0.14256015 Moderate Con 0.35 Question
Feb 7, 2026 4 likes Inside Canada's Indian Invasion...
Please make a video on the Foreign Medical Program and how it’s being abused in places like the Dominican Republic and Thailand, Panama, Colombia etc. I have information on this. They are taking advantage of …
Please make a video on the Foreign Medical Program and how it’s being abused in places like the Dominican Republic and Thailand, Panama, Colombia etc. I have information on this. They are taking advantage of American veterans and using them as cannon fodder for the processing of fraudulent and overbilled claims and others forms of medical fraud. This drains VA resources and hurts the general veteran community.
Identity Attack0.060220852
Insult0.061976057
Profanity0.015967157
Threat0.008311004
Severe Toxicity0.002937317
Low Tox 0.14256015 Constructive 0.69 Call_To_Action
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
How about all the college and universities that took big money from foreign students to only have them drop out and claim refugee status , make them pay for their deportation
How about all the college and universities that took big money from foreign students to only have them drop out and claim refugee status , make them pay for their deportation
Identity Attack0.10221587
Insult0.029604018
Profanity0.013131939
Threat0.009851551
Severe Toxicity0.0029182434
Low Tox 0.1373533 Low Con 0.257
Dec 31, 2025 1 likes Deportations From Canada at Their …
I wish People could have addressed the fraud within these communities aswell I had a guy from GTA tell me his millionaire uncle claimed bankruptcy and cashed the money with family ơn assets the bank …
I wish People could have addressed the fraud within these communities aswell I had a guy from GTA tell me his millionaire uncle claimed bankruptcy and cashed the money with family ơn assets the bank couldn’t claim 😂 and just moved back to India
Identity Attack0.08004672
Insult0.04969218
Profanity0.031140719
Threat0.007741391
Severe Toxicity0.003376007
Low Tox 0.13388206 Constructive 0.528 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
To the guy at the 20 minute mark who claims to be a first generation even though he came here from somewhere else means his kids will be first generation not him, he is probably …
To the guy at the 20 minute mark who claims to be a first generation even though he came here from somewhere else means his kids will be first generation not him, he is probably from Punjab and will always be Punjabi
Identity Attack0.09741807
Insult0.04149419
Profanity0.025634222
Threat0.007935578
Severe Toxicity0.004272461
Low Tox 0.12260055 Constructive 0.518 Identity_Assertion
Aug 27, 2025 Why Canadians Are Turning Against …
We all herw blaming them....but entire blame ve put on ircc and the govt. Why ircc...i would say no proper scrutiny from ircc. contact interview should be allowed. Indians in US speaks english much better …
We all herw blaming them....but entire blame ve put on ircc and the govt. Why ircc...i would say no proper scrutiny from ircc. contact interview should be allowed. Indians in US speaks english much better than indians in Canada. If you see them at Walmart l, dont even bother to ask for directions, you will confused more than before. 2. Ircc claim they prioritize experience approving people at the age of 50 years to 8 month program with all benefit of MS/PhD, tell me someone at the age of 40+, what contribution would that add to the economy than to populate the country compare to someone in their 20s. You all need to compare demographic of international student in US and Canada. Why govt, 1. Allowing private institutions to grant degree confering to SOWP/PGWP/Dependent/parent sponsorship
Identity Attack0.07673789
Insult0.04852104
Profanity0.019758832
Threat0.008401625
Severe Toxicity0.0030899048
Low Tox 0.119997114 Constructive 0.711 Policy_Critique
Sep 29, 2025 IRCC Names India in Study …
Refugees to Canada is a bit of a sham, the international law that Canada is obligated to follow requires claimant to make claim in the first safe country. Canada has gone beyond the law to …
Refugees to Canada is a bit of a sham, the international law that Canada is obligated to follow requires claimant to make claim in the first safe country. Canada has gone beyond the law to accept claimants despite this factor. Geographically speaking, it's basically impossible to escape anywhere and find yourself in Canada first.
Identity Attack0.060675595
Insult0.053791173
Profanity0.013712646
Threat0.0065050707
Severe Toxicity0.0022697449
Low Tox 0.115658075 Moderate Con 0.419
Dec 26, 2025 Deportations From Canada at Their …
All Political Parties - NDP and Liberals Supported them. No Extention, they Claim Refugee Status - get 2 Year Open Work Permit and Get everything Free. Stop Refugee Claimant Process. Why Govt can not stop …
All Political Parties - NDP and Liberals Supported them. No Extention, they Claim Refugee Status - get 2 Year Open Work Permit and Get everything Free. Stop Refugee Claimant Process. Why Govt can not stop the refugee claims for these Students? Stop Refugee Claim Process. A Criminal Nijar whose PR was Denied 3 times was running a Business in Canada.
Identity Attack0.025002124
Insult0.06442356
Profanity0.01261955
Threat0.0069516995
Severe Toxicity0.0020313263
Low Tox 0.113263406 Moderate Con 0.492 Policy_Critique
Sep 30, 2025 IRCC Names India in Study …
People who make false refugee claim should be forced to pay for the who cost.
People who make false refugee claim should be forced to pay for the who cost.
Identity Attack0.0440973
Insult0.028171662
Profanity0.015898837
Threat0.028897164
Severe Toxicity0.002937317
Low Tox 0.11305673 Low Con 0.259 Policy_Critique
Dec 24, 2025 25 likes Deportations From Canada at Their …
then explain how we are literally the most successful group in the west especially in the US? Also tell that to Kash Patel, Vivek Ramaswamy and the numerous Indian CEOs all over America. Indians in …
then explain how we are literally the most successful group in the west especially in the US? Also tell that to Kash Patel, Vivek Ramaswamy and the numerous Indian CEOs all over America. Indians in the UK USA Australia according to govt stats themselves have the highest income per capita, tax contribution per capita lowest crime rate and highest education levels (in the USA it is measured by standardized test scores like avg SAT scores and % of population with college degrees). This is a proven fact based on the figures no other community/demographic is as law abidding and successful as Indians in every single western country. Indians are CEOs of major tech firms like microsoft google adobe ibm etc yet you won't mention that cause it goes against your agenda. The most successful demographic in the west (US UK Canada) are Indians. Highest income per capita, highest education levels and lowest cmre rates. When Indians move into a neighborhood property prices rise. This isn't creating chaos as this kid claims as Indians assimilate pay taxes have extremely low crmre rates and also the highest tax and income contribution per capita. Instead of making videos constantly deriding Indians why don't you point out the fact street harrassers across western europe targeting women are almost all Muslims from Afghanistan, Pakistan etc. Most pdfile groomong gongs in the UK are comprised of pakistani abdools. They have been operating in every town and city since the 60s. This youtuber probably doesn't even know who Tommy Robinson is
Identity Attack0.061130337
Insult0.04852104
Profanity0.025907494
Threat0.008712323
Severe Toxicity0.0037956238
Low Tox 0.112850055 Constructive 0.726 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
then explain how we are literally the most successful group in the west especially in the US? Also tell that to Kash Patel, Vivek Ramaswamy and the numerous Indian CEOs all over America. Indians in …
then explain how we are literally the most successful group in the west especially in the US? Also tell that to Kash Patel, Vivek Ramaswamy and the numerous Indian CEOs all over America. Indians in the UK USA Australia according to govt stats themselves have the highest income per capita, tax contribution per capita lowest crime rate and highest education levels (in the USA it is measured by standardized test scores like avg SAT scores and % of population with college degrees). This is a proven fact based on the figures no other community/demographic is as law abidding and successful as Indians in every single western country. Indians are CEOs of major tech firms like microsoft google adobe ibm etc yet you won't mention that cause it goes against your agenda. The most successful demographic in the west (US UK Canada) are Indians. Highest income per capita, highest education levels and lowest cmre rates. When Indians move into a neighborhood property prices rise. This isn't creating chaos as this kid claims as Indians assimilate pay taxes have extremely low crmre rates and also the highest tax and income contribution per capita. Instead of making videos constantly deriding Indians why don't you point out the fact street harrassers across western europe targeting women are almost all Muslims from Afghanistan, Pakistan etc. Most pdfile groomong gongs in the UK are comprised of pakistani abdools. They have been operating in every town and city since the 60s. This youtuber probably doesn't even know who Tommy Robinson is
Identity Attack0.061130337
Insult0.04852104
Profanity0.025907494
Threat0.008712323
Severe Toxicity0.0037956238
Low Tox 0.112850055 Constructive 0.726 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
This investigation will take years……meanwhile extortionists will claim asylum in Canada
This investigation will take years……meanwhile extortionists will claim asylum in Canada
Identity Attack0.03894114
Insult0.035774168
Profanity0.012448754
Threat0.009230154
Severe Toxicity0.0021743774
Low Tox 0.112436704 Low Con 0.133 Fear_Threat
Feb 18, 2026 Canadian immigration officers investigating hundreds …
14:25 The fellow speaking here says the government isn't being honest about how the country is changing. That's simply not true: the goverment has acknowledged the problem, and that immigration has happened too fast. To …
14:25 The fellow speaking here says the government isn't being honest about how the country is changing. That's simply not true: the goverment has acknowledged the problem, and that immigration has happened too fast. To make matters worse, this fellow then makes a dishonest claim himself. The 817,000 arrivals during the first three months of 2025, that he claims is not immigration, but a population bomb. He's not telling you that this figure is not reflective of people seeking to remain in Canada permanently. The figure includes student visas, work permit holders including work permit extensions: many of these people will benefit Canada and then go back to their countries. If you look at the FAR more relevant figures for actual population growth, they show that the population will grow MUCH more slowly in 2025 than it did in 2024. I'm disappointed that the person who made this video did not see fit to provide real context to all this anti-immigrant sentiment. Inflating the problem is dangerous. The economic hurt is real, but throwing into the mix completely misleading figures about how fast the population is growing only serves to weaponize the pain being felt from the economy, against immigrants. We can't have a lucid conversation about the problem and the solutions, if the medium is this non-existent standard for fact-checking. Channel owner, please do better.
Identity Attack0.019274252
Insult0.059061307
Profanity0.017845914
Threat0.0084793
Severe Toxicity0.0024795532
Low Tox 0.11202335 Constructive 0.773 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
Let’s quit dancing around the subject. Legitimate, contributing, screened immigrants are welcome. Freeloading refugees are not. True refugees cannot afford to migrate to a country and claim asylum. If Canada can has room, we will …
Let’s quit dancing around the subject. Legitimate, contributing, screened immigrants are welcome. Freeloading refugees are not. True refugees cannot afford to migrate to a country and claim asylum. If Canada can has room, we will seek them out and bring them here.
Identity Attack0.07921951
Insult0.03070583
Profanity0.011902207
Threat0.00780612
Severe Toxicity0.0024795532
Low Tox 0.11192002 Moderate Con 0.486 Policy_Critique
Feb 23, 2026 3 likes 'We do know that there's …
In Canada, Never say you are carrying a knife to protect yourself. It’s a multi tool or to open letters man. The wokeness has gone so far you cant even claim defense. 12:51
In Canada, Never say you are carrying a knife to protect yourself. It’s a multi tool or to open letters man. The wokeness has gone so far you cant even claim defense. 12:51
Identity Attack0.036105253
Insult0.03412145
Profanity0.01620627
Threat0.017846745
Severe Toxicity0.003452301
Low Tox 0.11192002 Low Con 0.276 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
This is what gets me, I’m an immigrant. I came from a place where we speak a broken dialect of English. As part of my processing, I had to demonstrate my ability to speak the …
This is what gets me, I’m an immigrant. I came from a place where we speak a broken dialect of English. As part of my processing, I had to demonstrate my ability to speak the queen’s english. To work, the expectation is you’re able to communicate effectively with whoever you’re interfacing. These folks come here, make zero attempt to improve or learn English or French - the national languages. They go home after the day is done, revert to their native tongue. How would you ever perfect something like a language without some degree practice and immersion? And they do this with their generations. The 1st and sometimes 2nd generation kids will speak their native tongue first, before learning English or French. It’s like the language they should speak to effectively work and live in Canada is an accessory. The govt at all levels encourage this by having driving tests and forms in other languages. And don’t get me started on the pockets - Brampton for example. The politicians kowtow to the voters and give in to them having huge temples, and nonstandard shopping complexes. It’s a running joke how many Indians will be living in the same house, renting from other Indians collecting money under the table in completely unsanctioned and illegal rental scenarios. Companies set up by Indians, to service Indians. So they don’t even care to present as Canadian business with English / French. I’m in the midst of charting my family’s exit from Canada. It’s become something entirely unrecognizable. Where those who know how to game the system get ahead, those of us who play the rules - stay behind. I’ve worked my way up to being upper middle class. I’m about done paying for Indian “students” who later claim to be refugees. Who are now claiming to be in gay relationships, to support their refugee cases. It’s all a joke.
Identity Attack0.06431354
Insult0.035443626
Profanity0.026317406
Threat0.0073789097
Severe Toxicity0.0031089783
Low Tox 0.11161 Constructive 0.681 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Asylum seekers who commit serious crimes … and get a lessor sentence so it does affect their claim.
Asylum seekers who commit serious crimes … and get a lessor sentence so it does affect their claim.
Identity Attack0.047190998
Insult0.02982438
Profanity0.011902207
Threat0.010680079
Severe Toxicity0.0023460388
Low Tox 0.1104733 Moderate Con 0.346 Policy_Critique
Nov 25, 2025 3 likes Thousands of refugees allowed into …
She’s 100% right as a large share of asylum claims are fraudulent.
She’s 100% right as a large share of asylum claims are fraudulent.
Identity Attack0.033784978
Insult0.035333443
Profanity0.015215653
Threat0.0064597605
Severe Toxicity0.0016307831
Low Tox 0.11036996 Moderate Con 0.475 Policy_Critique
Feb 26, 2026 'We do know that there's …
We seriously need immigrants coming to Canada. Its great to see that we can be effective getting out the fraudulent claims. Dont complain about the process working.
We seriously need immigrants coming to Canada. Its great to see that we can be effective getting out the fraudulent claims. Dont complain about the process working.
Identity Attack0.06294931
Insult0.029714199
Profanity0.013200258
Threat0.006977591
Severe Toxicity0.0018119812
Low Tox 0.11036996 Constructive 0.612
Dec 28, 2025 Deportations From Canada at Their …
Brampton has been made home by many Punjabis from India, claiming suppression. In reality nobody is suppressed. In fact, the Punjab state in India is very fertile. Canada has deliberately let in these guys to …
Brampton has been made home by many Punjabis from India, claiming suppression. In reality nobody is suppressed. In fact, the Punjab state in India is very fertile. Canada has deliberately let in these guys to do truck driving. For the economic progress being made by India, it doesn't make sense to go to Canada now.
Identity Attack0.099072486
Insult0.029493837
Profanity0.01220964
Threat0.0069516995
Severe Toxicity0.002298355
Low Tox 0.10783285 Constructive 0.614 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Hey bro great vid, we created a bag for you to claim, around 16k btw
Hey bro great vid, we created a bag for you to claim, around 16k btw
Identity Attack0.012061302
Insult0.022190686
Profanity0.04667213
Threat0.018882722
Severe Toxicity0.005531311
Low Tox 0.10566349 Moderate Con 0.437 Advertisement_Spam
Jan 27, 2026 Inside Canada's Indian Invasion...
I found it telling that Michelle confidently quoted the wrong number (79,000) and, when Aiesha corrected her with the accurate figure (47,000), she immediately switched gears to “Where are they?” rather than owning the mistake. …
I found it telling that Michelle confidently quoted the wrong number (79,000) and, when Aiesha corrected her with the accurate figure (47,000), she immediately switched gears to “Where are they?” rather than owning the mistake. That dodge makes me question her judgment. It feels like she’s leaning into fear‑mongering language that easily panics people who aren’t paying attention to nuance — which, sadly, describes most of this comment section. Also, did you see the reply to the Filipino student who voiced frustration? “You guys make up some of the most cleanest restaurants I’ve ever been to.” That kind of response speaks to a lack of respect for international students. To many in the Canadian workforce, international students and migrants are treated as disposable labor — steered toward low‑ and middle‑income jobs. Yes, fraud should be dealt with, but it’s lazy and unfair to claim that all Indians or international students come here through fraud. If that logic ruled, we’d have to start deporting every non‑Indigenous person — which ignores the whole reality of colonization.
Identity Attack0.0052166977
Insult0.0573046
Profanity0.016035475
Threat0.0066798385
Severe Toxicity0.0014972687
Low Tox 0.104361884 Constructive 0.804 Policy_Critique
Oct 9, 2025 IRCC Names India in Study …
This is a bogus claim.
This is a bogus claim.
Identity Attack0.006511623
Insult0.033460364
Profanity0.03489832
Threat0.0074824756
Severe Toxicity0.0023460388
Low Tox 0.104361884 Low Con 0.166 Meta_Commentary
Feb 23, 2026 2 likes 'We do know that there's …

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.