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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: "I am an immigrant " 3,653 comments · Page 75 of 147
All these 3rd world immigrants drive with no running lights on at night or no lights at all. It would be a rare occurrence to see this years ago but now I see a car …
All these 3rd world immigrants drive with no running lights on at night or no lights at all. It would be a rare occurrence to see this years ago but now I see a car every couple min. You can flash your lights and honk the horn but nothing 🤦🏻‍♂️
Identity Attack0.27875587
Insult0.08410009
Profanity0.026454043
Threat0.008505191
Severe Toxicity0.007820129
Low Tox 0.25462922 Moderate Con 0.365
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm an Indian but I don't support invading a whole country as a swarm and transforming that place like their homeland literally making the actual natives uncomfortable. If you wanna live in that place , …
I'm an Indian but I don't support invading a whole country as a swarm and transforming that place like their homeland literally making the actual natives uncomfortable. If you wanna live in that place , just respect the people's culture , religion and appreciate the rational space they actually provide . And for the countries with illegal immigrant problems , just send them back ??!! The government's corruption is also playing a major role . These goverment officials collect lumpsum amount of money from immigrants as bribe and letting them live there by the fact that it's easier for the government to earn by making the country worse than actually earning by making the country better .
Identity Attack0.23163283
Insult0.11464815
Profanity0.078378424
Threat0.011974656
Severe Toxicity0.009689331
Low Tox 0.25462922 Constructive 0.753 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Its not that we don't care, if we speak out about the unchecked immigration, we risk getting arrested and thrown in prison for hate speech.
Its not that we don't care, if we speak out about the unchecked immigration, we risk getting arrested and thrown in prison for hate speech.
Identity Attack0.14875233
Insult0.0811385
Profanity0.038154904
Threat0.11769595
Severe Toxicity0.008583069
Low Tox 0.25462922 Constructive 0.583 Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
Sorry not dividing Canadians. The immigration levels in Cansda have been insane. Many agree they should be reduced.
Sorry not dividing Canadians. The immigration levels in Cansda have been insane. Many agree they should be reduced.
Identity Attack0.15303208
Insult0.16989174
Profanity0.019553876
Threat0.01187109
Severe Toxicity0.0051879883
Low Tox 0.25462922 Constructive 0.681 Policy_Critique
Feb 23, 2026 Canada's tighter immigration policy divides …
I live in elkgrove ca we have a immigrant mayor from India and our Asian population has surpassed the white population by about 1 or 2 % . I don’t like what’s happening I’m scared …
I live in elkgrove ca we have a immigrant mayor from India and our Asian population has surpassed the white population by about 1 or 2 % . I don’t like what’s happening I’m scared to grow old in this country that’s why I train hard and stay strong.
Identity Attack0.2823795
Insult0.06477321
Profanity0.046922635
Threat0.010705971
Severe Toxicity0.008659363
Low Tox 0.25462922 Constructive 0.689 Fear_Threat
Nov 16, 2025 Inside Canada's Indian Metropolis (Brampton)
The vast majority of Canadians (including the recent immigrants) want less immigration. There is no division at all. The only people who want more immigrants, are greedy businesses who don't want to pay Canadians decent …
The vast majority of Canadians (including the recent immigrants) want less immigration. There is no division at all. The only people who want more immigrants, are greedy businesses who don't want to pay Canadians decent wages.
Identity Attack0.18235919
Insult0.16337912
Profanity0.01846078
Threat0.006686311
Severe Toxicity0.0039100647
Low Tox 0.25462922 Moderate Con 0.473 Policy_Critique
Feb 11, 2026 Canada's tighter immigration policy divides …
The problem is that we keep recieving people who are immigrating as "students" from fake schools and they are uneducated unskilled and when they get the managerial positions, they only hire thier own.
The problem is that we keep recieving people who are immigrating as "students" from fake schools and they are uneducated unskilled and when they get the managerial positions, they only hire thier own.
Identity Attack0.1508922
Insult0.16802633
Profanity0.022286616
Threat0.009074804
Severe Toxicity0.00579834
Low Tox 0.25462922 Moderate Con 0.347
Oct 28, 2025 Inside Canada's Indian Metropolis (Brampton)
It is sad that after immigrated to Canada 25 years ago, now I'm planning to go back to my original country since I don't recognize country anymore, I didn't immigrate to an Islamist/Indian country.. If …
It is sad that after immigrated to Canada 25 years ago, now I'm planning to go back to my original country since I don't recognize country anymore, I didn't immigrate to an Islamist/Indian country.. If I wanted that I'd go to their country..
Identity Attack0.36273825
Insult0.06285016
Profanity0.01764096
Threat0.006492125
Severe Toxicity0.0063705444
Low Tox 0.25462922 Constructive 0.582 Personal_Narrative
Aug 26, 2025 3 likes Why Canadians Are Turning Against …
The same old nonsense has been looping for decades. The province gets overcrowded, locals protest that there are too many people. The government ends some immigration programs, and two or three years later, locals protest …
The same old nonsense has been looping for decades. The province gets overcrowded, locals protest that there are too many people. The government ends some immigration programs, and two or three years later, locals protest the fragile economy and lack of workers, an increasingly older population, and overcrowded nursing homes. 😅
Identity Attack0.012340514
Insult0.2435641
Profanity0.026044132
Threat0.006641001
Severe Toxicity0.0031661987
Low Tox 0.25462922 Moderate Con 0.459 Policy_Critique
Nov 21, 2025 Quebec Ends Economic Immigration Program …
Yeah way too many of them. Mass immigration at it's worst.
Yeah way too many of them. Mass immigration at it's worst.
Identity Attack0.23618884
Insult0.0777699
Profanity0.021740068
Threat0.009385503
Severe Toxicity0.0060272217
Low Tox 0.25462922 Moderate Con 0.339 Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
It isn't just immigration our whole system is broken
It isn't just immigration our whole system is broken
Identity Attack0.17925262
Insult0.06337463
Profanity0.047173142
Threat0.008919456
Severe Toxicity0.0075149536
Low Tox 0.2540519 Moderate Con 0.32 Policy_Critique
Feb 27, 2026 17 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
A student visa is totally fraud they are just enrolled students for immigration only.
A student visa is totally fraud they are just enrolled students for immigration only.
Identity Attack0.10221587
Insult0.13607834
Profanity0.026727317
Threat0.0065827454
Severe Toxicity0.0038719177
Low Tox 0.2540519 Low Con 0.176 Unverified_Claim
Jan 29, 2026 6 likes Inside Canada's Indian Invasion...
Sad seeing the downfall of America and Canada too. Just look at the countries where all these immigrants come from to see what the end result will be, smh.🤦🏼‍♂️
Sad seeing the downfall of America and Canada too. Just look at the countries where all these immigrants come from to see what the end result will be, smh.🤦🏼‍♂️
Identity Attack0.2772088
Insult0.082372494
Profanity0.024951037
Threat0.008712323
Severe Toxicity0.00667572
Low Tox 0.2540519 Low Con 0.248 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
If you aren’t indigenous, YOU ARE ALSO AN IMMIGRANT.
If you aren’t indigenous, YOU ARE ALSO AN IMMIGRANT.
Identity Attack0.25986546
Insult0.0810151
Profanity0.025770858
Threat0.0066215824
Severe Toxicity0.006790161
Low Tox 0.2540519 Low Con 0.29 Moral_Argument
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
common problem, it exist in all countries, where jealousy fuels hatred. when immigrants become more successful than locals, jealousy creeps in. Then violence.
common problem, it exist in all countries, where jealousy fuels hatred. when immigrants become more successful than locals, jealousy creeps in. Then violence.
Identity Attack0.23770751
Insult0.083112895
Profanity0.02522431
Threat0.019055385
Severe Toxicity0.0064849854
Low Tox 0.2540519 Moderate Con 0.448 Moral_Argument
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Fix immigration!!! Have a nice flight 😂
Fix immigration!!! Have a nice flight 😂
Identity Attack0.18705739
Insult0.04969218
Profanity0.027273865
Threat0.019746035
Severe Toxicity0.010223389
Low Tox 0.2540519 Low Con 0.264 Humor_Satire
Jan 11, 2026 3 likes Canada’s new rules in 2026
It's time the government started deporting these kinds of people... They opened the doors to Canada for them—well, they didn't really open them, they forced their way in. And all they've done is undervalue the …
It's time the government started deporting these kinds of people... They opened the doors to Canada for them—well, they didn't really open them, they forced their way in. And all they've done is undervalue the work, doing shoddy jobs and charging low wages. They ruin the good work done by others and pay them poorly. They're opportunists. There aren't enough jobs for citizens. They take all the jobs, and companies pay less. The government should be paying attention to that. There are a lot of them undocumented immigrants... and all they've done is increase crime.
Identity Attack0.06567776
Insult0.19734058
Profanity0.026727317
Threat0.013424582
Severe Toxicity0.00705719
Low Tox 0.2540519 Constructive 0.573 Fear_Threat
Feb 20, 2026 Inside Canada's Indian Invasion...
Nothing wrong with that. Putting a cap on immigrants is normal.
Nothing wrong with that. Putting a cap on immigrants is normal.
Identity Attack0.27991617
Insult0.059061307
Profanity0.026590679
Threat0.042662576
Severe Toxicity0.008964539
Low Tox 0.2524482 Low Con 0.238
Jan 3, 2026 New rules, regulations take effect …
First of all stop all these bogus students and asylum seekers, immigration needs to be rationalized. Canada cant save the world if it cant save itself. Unfortunately people need to leave and we need to …
First of all stop all these bogus students and asylum seekers, immigration needs to be rationalized. Canada cant save the world if it cant save itself. Unfortunately people need to leave and we need to limit how many people come here
Identity Attack0.22261032
Insult0.12702756
Profanity0.015864678
Threat0.010550622
Severe Toxicity0.007095337
Low Tox 0.2524482 Moderate Con 0.405
Jan 15, 2026 2.9 million Canadian temporary visas …
Those responsible to safeguard it does not want illegals to be removed. They are part of the immigration racket.
Those responsible to safeguard it does not want illegals to be removed. They are part of the immigration racket.
Identity Attack0.26155844
Insult0.08459369
Profanity0.016821137
Threat0.013217449
Severe Toxicity0.0065612793
Low Tox 0.2524482 Low Con 0.182 Unverified_Claim
Sep 30, 2025 IRCC Names India in Study …
Great info. Those White Canadians who don't like immigrants coming in, please go and ask your elders why they entered India, Canada and many other places. Also did they entered legally and followed the locals …
Great info. Those White Canadians who don't like immigrants coming in, please go and ask your elders why they entered India, Canada and many other places. Also did they entered legally and followed the locals rules and respected their traditions?Additionally, who figured out the navigation of ship routes from Europe to here or India!?
Identity Attack0.29188538
Insult0.06302499
Profanity0.017367685
Threat0.007340072
Severe Toxicity0.005531311
Low Tox 0.2524482 Constructive 0.675
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Honor the first safe country agreement and those deportation numbers will skyrocket. Anyone who crossed at Roxam road broke the law. Stop claiming immigration controls are racist. Canadian media calls everyone racist for saying something …
Honor the first safe country agreement and those deportation numbers will skyrocket. Anyone who crossed at Roxam road broke the law. Stop claiming immigration controls are racist. Canadian media calls everyone racist for saying something while the elites are allowed to create an indentured servant underclass which is am actual factual form of racism.
Identity Attack0.2028587
Insult0.13064787
Profanity0.015693882
Threat0.007819066
Severe Toxicity0.0049209595
Low Tox 0.2524482 Moderate Con 0.418 Policy_Critique
Dec 29, 2025 Deportations From Canada at Their …
I'm glad that my family immigrated to the US from Canada. We still have a place up that way in a very rural area and even that is falling apart. The Indians are coming in …
I'm glad that my family immigrated to the US from Canada. We still have a place up that way in a very rural area and even that is falling apart. The Indians are coming in and taking a bunch of businesses and jobs from Canadians and they do not assimilate whatsoever.
Identity Attack0.316
Insult0.07428485
Profanity0.020646973
Threat0.0072106146
Severe Toxicity0.007019043
Low Tox 0.2524482 Constructive 0.685
Jan 27, 2026 Inside Canada's Indian Invasion...
The rich have stolen everything and blame the “other”for our problems in order to divide us. They also use immigration to lower wages and dilute the labour pool. In many cases the immigrants have been …
The rich have stolen everything and blame the “other”for our problems in order to divide us. They also use immigration to lower wages and dilute the labour pool. In many cases the immigrants have been lied to and sacrificed for this false opportunity. We all need to fight the big money monopolies that choke us all and make the desperation that leads to hate. As a Canadian I’ll point out that people are people, the Canadians I know don’t treat “Canada”well.
Identity Attack0.2331515
Insult0.15556364
Profanity0.016752819
Threat0.008466354
Severe Toxicity0.005340576
Low Tox 0.2524482 Constructive 0.64
Sep 22, 2025 Why Canadians Are Turning Against …
Its ok have some drugs, get high This immigrant will save your life in hospital. People are fed up because they still get treated, the gap is being filled….
Its ok have some drugs, get high This immigrant will save your life in hospital. People are fed up because they still get treated, the gap is being filled….
Identity Attack0.18002926
Insult0.09563028
Profanity0.021740068
Threat0.010887212
Severe Toxicity0.0059890747
Low Tox 0.2524482 Moderate Con 0.476 Solidarity
Sep 11, 2025 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.