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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

click to expand

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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "What are they gonna do …" 191 comments · Page 7 of 8
The problem job info directly to India, there is no chance to Canadian generations, Canadian right now only 2 mio India just wait until.10 years it's gonna be 20 millions so canada is finish
The problem job info directly to India, there is no chance to Canadian generations, Canadian right now only 2 mio India just wait until.10 years it's gonna be 20 millions so canada is finish
Identity Attack0.06795148
Insult0.021094928
Profanity0.013985921
Threat0.011042561
Severe Toxicity0.002822876
Low Tox 0.10045706 Low Con 0.243 Fear_Threat
Feb 14, 2026 Inside Canada's Indian Invasion...
You’re gonna start seeing American citizens coming very soon. I sure hope you have your tent cities ready.
You’re gonna start seeing American citizens coming very soon. I sure hope you have your tent cities ready.
Identity Attack0.033784978
Insult0.023479814
Profanity0.014839902
Threat0.0116639575
Severe Toxicity0.002708435
Low Tox 0.09741997 Low Con 0.234 Fear_Threat
Jan 3, 2026 4 likes New rules, regulations take effect …
When are Canadian people gonna hold our government responsible for this? Trudope and carney
When are Canadian people gonna hold our government responsible for this? Trudope and carney
Identity Attack0.029144434
Insult0.032909457
Profanity0.01354185
Threat0.00713294
Severe Toxicity0.001964569
Low Tox 0.09481675 Low Con 0.221 Call_To_Action
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Let me tell you the honest truth it’s not getting better. It’s not ever gonna get better. It’s only getting worse from here on.
Let me tell you the honest truth it’s not getting better. It’s not ever gonna get better. It’s only getting worse from here on.
Identity Attack0.004606233
Insult0.025413504
Profanity0.020646973
Threat0.008259222
Severe Toxicity0.002040863
Low Tox 0.08716487 Low Con 0.299 Fear_Threat
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
We’ve always been passive and it’s why our government is doing what it’s doing it’s only a matter of time till we get fed up and the repercussions are gonna be astronomical for them
We’ve always been passive and it’s why our government is doing what it’s doing it’s only a matter of time till we get fed up and the repercussions are gonna be astronomical for them
Identity Attack0.0074365693
Insult0.028942931
Profanity0.02522431
Threat0.008867673
Severe Toxicity0.0019264221
Low Tox 0.08637348 Low Con 0.271 Fear_Threat
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Well, I'm gonna give you Canada Immigration an advice on how to catch these people and all those in other countries who has the same situation. These people are doing jobs like delivery like Uber, …
Well, I'm gonna give you Canada Immigration an advice on how to catch these people and all those in other countries who has the same situation. These people are doing jobs like delivery like Uber, Skip, Doordash, etc., BUT...they are not using their legal name to apply for that instead they are using another person's account to do that job, whose account is legal and had been in the job for so many years. The connection between those people is not relevant to any gang or organizations but they operate like one, the advantage is both parties earn money while in their eyes is "legal". This is normal settings in my country(3rd world country), you have several taxis and you need to hire drivers to operate, its up to you if you're gonna hire legit drivers or not, the only difference is that the undocumented driver is cheaper. And how do I know these things, I work in a fastfood chain in Waterloo, you need to identify which order the driver will pickup and the delivery driver need to verify the order by the order number through the app but sometimes you can see the Account's photo is different from the delivery driver, so yeah, that's the gist of it. I have no idea why modern countries like Canada and America are so "dumb" or lack of critical thinking when it comes to crimes like this, but I guess people and politicians are the same all over the world. And now, they are bringing more people without checking their background, if there's any criminal record or such, oh yeah, speaking of that, how do you verify those records from another country if those records can be produced with 3rd party company in which an employee from a government institution is behind it to make it more look like it is legit.
Identity Attack0.025203101
Insult0.028392024
Profanity0.016889455
Threat0.0076119336
Severe Toxicity0.0020217896
Low Tox 0.07054565 Constructive 0.755
Sep 29, 2025 IRCC Names India in Study …
Can’t wait for this one Tyler, can tell by the thumbnail you’re gonna nail it 🤣
Can’t wait for this one Tyler, can tell by the thumbnail you’re gonna nail it 🤣
Identity Attack0.004236255
Insult0.019741343
Profanity0.024267852
Threat0.016292779
Severe Toxicity0.0032997131
Low Tox 0.069754265 Moderate Con 0.394 Meta_Commentary
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
What it means is Jorge here is gonna have to tighten his belt a bit now his income stream is reduced 😂
What it means is Jorge here is gonna have to tighten his belt a bit now his income stream is reduced 😂
Identity Attack0.0030338243
Insult0.028281843
Profanity0.017914234
Threat0.007417747
Severe Toxicity0.0014781952
Low Tox 0.06896287 Low Con 0.237 Humor_Satire
Nov 24, 2025 Quebec Ends Economic Immigration Program …
I'm gonna need a whole video interviewing the guy on the bike please and thank you
I'm gonna need a whole video interviewing the guy on the bike please and thank you
Identity Attack0.007473567
Insult0.014884921
Profanity0.026590679
Threat0.020436687
Severe Toxicity0.0038146973
Low Tox 0.06817148 Moderate Con 0.398 Meta_Commentary
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
So, they gonna track down the 90,000 “students” they’ve lost track of … ( it’s actually closer to 500,000 ) or deport the more than 2,000,000 here illegally they do know about ?
So, they gonna track down the 90,000 “students” they’ve lost track of … ( it’s actually closer to 500,000 ) or deport the more than 2,000,000 here illegally they do know about ?
Identity Attack0.021183543
Insult0.017936565
Profanity0.012141321
Threat0.010032792
Severe Toxicity0.0018024445
Low Tox 0.06421452 Low Con 0.295 Unverified_Claim
Oct 1, 2025 1 likes IRCC Names India in Study …
Why does the govt never never never ever do anything that the majority of Canadians want? We want, the economy, immigration, crime.pipelines, natural resources harvesting, trade with US and on and on. They never do …
Why does the govt never never never ever do anything that the majority of Canadians want? We want, the economy, immigration, crime.pipelines, natural resources harvesting, trade with US and on and on. They never do any of these. Say what you want about Donald Trump but HE GETS THINGS DONE!! Says he's gonna get control of immigration, he gets control. Gonna drill baby drill. He drills. Get trade deals, he gets trade deals. God bless America God bless Donald Trump
Identity Attack0.014249804
Insult0.023028618
Profanity0.012175481
Threat0.00814271
Severe Toxicity0.0024414062
Low Tox 0.063423134 Constructive 0.557 Policy_Critique
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
who's gonna bet that this place pollution is worse than the rest of canada?
who's gonna bet that this place pollution is worse than the rest of canada?
Identity Attack0.018972786
Insult0.022319598
Profanity0.011355659
Threat0.0063432488
Severe Toxicity0.0013065338
Low Tox 0.059232414 Low Con 0.2 Question
Sep 21, 2025 60 likes Inside Canada's Indian Metropolis (Brampton)
This situation is gonna end in civil war.
This situation is gonna end in civil war.
Identity Attack0.0071035884
Insult0.009355888
Profanity0.017709278
Threat0.03856628
Severe Toxicity0.0028800964
Low Tox 0.05750068 Low Con 0.118 Fear_Threat
Aug 27, 2025 Why Canadians Are Turning Against …
The government is ignoring the call to fix the immigration crisis in Canada especially in Brampton 😢trust me bad things is gonna happen
The government is ignoring the call to fix the immigration crisis in Canada especially in Brampton 😢trust me bad things is gonna happen
Identity Attack0.022992345
Insult0.017012933
Profanity0.011492296
Threat0.008375733
Severe Toxicity0.0014591217
Low Tox 0.055521555 Moderate Con 0.338 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Whatcha gonna do? 😂
Whatcha gonna do? 😂
Identity Attack0.0034777985
Insult0.019225692
Profanity0.098067984
Threat0.0071070488
Severe Toxicity0.0042915344
Low Tox 0.05255287 Low Con 0.279 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
There are a lot of issues around immigration. Firstly, the IRCC filters receiving low skilled people, second most of them are located on main cities and provinces, most of the country is empty and finally …
There are a lot of issues around immigration. Firstly, the IRCC filters receiving low skilled people, second most of them are located on main cities and provinces, most of the country is empty and finally if you are gonna keep your traditions here, do it inside your four walls. I begin to understand why Québec is willing to be independent.
Identity Attack0.01857083
Insult0.019741343
Profanity0.010194245
Threat0.0062332097
Severe Toxicity0.0010919571
Low Tox 0.046120718 Constructive 0.68 Policy_Critique
Sep 6, 2025 2 likes Why Canadians Are Turning Against …
Gonna watch this while eating breakfast tomorrow 😊
Gonna watch this while eating breakfast tomorrow 😊
Identity Attack0.00569767
Insult0.0116169015
Profanity0.027410502
Threat0.013476364
Severe Toxicity0.004043579
Low Tox 0.044636376 Moderate Con 0.408 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The food is amazing I'm not gonna lie.
The food is amazing I'm not gonna lie.
Identity Attack0.005105704
Insult0.014314918
Profanity0.02126184
Threat0.008582866
Severe Toxicity0.0019168854
Low Tox 0.04216247 Moderate Con 0.463 Solidarity
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
What are y’all gonna do with your 420 Canadian pesos?😂 that’s a month of Starbucks. 😂
What are y’all gonna do with your 420 Canadian pesos?😂 that’s a month of Starbucks. 😂
Identity Attack0.007880543
Insult0.017163089
Profanity0.013883443
Threat0.006537435
Severe Toxicity0.0014877319
Low Tox 0.041172907 Moderate Con 0.328
Jan 14, 2026 Canada’s new rules in 2026
Saji Sharma is gonna come for you
Saji Sharma is gonna come for you
Identity Attack0.0038477771
Insult0.02122384
Profanity0.02303812
Threat0.017846745
Severe Toxicity0.0034713745
Low Tox 0.039935954 Low Con 0.276 Meta_Commentary
Feb 9, 2026 Inside Canada's Indian Invasion...
when are we gonna see a vid about Minnesota?
when are we gonna see a vid about Minnesota?
Identity Attack0.012541492
Insult0.011920903
Profanity0.017436003
Threat0.010887212
Severe Toxicity0.0022506714
Low Tox 0.03969839 Low Con 0.283 Meta_Commentary
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
The sad thing no matter how much reality is thrown at you unless one does something it's not gonna change at all.
The sad thing no matter how much reality is thrown at you unless one does something it's not gonna change at all.
Identity Attack0.0023586133
Insult0.015796926
Profanity0.01535229
Threat0.008414571
Severe Toxicity0.001168251
Low Tox 0.03969839 Low Con 0.277 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
So now we're gonna use AI!! 😂
So now we're gonna use AI!! 😂
Identity Attack0.00449524
Insult0.012376905
Profanity0.01846078
Threat0.009307829
Severe Toxicity0.0020599365
Low Tox 0.036870047 Low Con 0.279 Humor_Satire
Jan 22, 2026 Why Canada’s immigration system has …
Canada soon gonna need a Doland Trump
Canada soon gonna need a Doland Trump
Identity Attack0.010433395
Insult0.014580919
Profanity0.013849284
Threat0.00866054
Severe Toxicity0.0018978119
Low Tox 0.035220183 Low Con 0.122
Sep 22, 2025 24 likes Inside Canada's Indian Metropolis (Brampton)
100% ,what are they gonna do about it? Nothing? Probably!
100% ,what are they gonna do about it? Nothing? Probably!
Identity Attack0.002885833
Insult0.012110904
Profanity0.015454767
Threat0.008272167
Severe Toxicity0.0013923645
Low Tox 0.032863233 Low Con 0.176 Policy_Critique
Aug 27, 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.