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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: "infestation" 52 comments · Page 2 of 3
And to answer your question from a Canadian 🇨🇦 , we can not stand this infestation , this will go down in the history books as the biggest mistake are country ever made . Literally …
And to answer your question from a Canadian 🇨🇦 , we can not stand this infestation , this will go down in the history books as the biggest mistake are country ever made . Literally picked the slowest shmelliest breed to flood are country with , these guys can’t even handle a job at SINGH HORTONS they struggle to make a double double … never mind drive a car , they are the worst drivers too ffs . We want them all gone now
Identity Attack0.22783615
Insult0.344702
Profanity0.051431753
Threat0.02250864
Severe Toxicity0.015479924
Moderate 0.3389984 Moderate Con 0.323 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Niagara Falls turned into INDIA over night. Almost every restaurant that is Indian employed has been shut down due to health violations such as filthy infested food
Niagara Falls turned into INDIA over night. Almost every restaurant that is Indian employed has been shut down due to health violations such as filthy infested food
Identity Attack0.36702603
Insult0.25404143
Profanity0.12220735
Threat0.0077154995
Severe Toxicity0.01573815
Moderate 0.3389984 Moderate Con 0.379 Unverified_Claim
Oct 6, 2025 IRCC Names India in Study …
Wait what? 700 Iranian "agents" you mean Iranian Terrorists are being allowed to infest across canada? So essentially, Iranian Terrorist Cells are on canadian soil?
Wait what? 700 Iranian "agents" you mean Iranian Terrorists are being allowed to infest across canada? So essentially, Iranian Terrorist Cells are on canadian soil?
Identity Attack0.36702603
Insult0.23237456
Profanity0.021535112
Threat0.025271246
Severe Toxicity0.012703998
Moderate 0.3302291 Low Con 0.202 Fear_Threat
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
This is going to sound super cruel but in American its just as bad, over the last 8 years over 30 family owned businesses or small restaurants have been taken over and bought out by …
This is going to sound super cruel but in American its just as bad, over the last 8 years over 30 family owned businesses or small restaurants have been taken over and bought out by Indian people in my area alone, the food quality dips, quality in general dips, they're rude, they get mad if THEY mess up at you which is super disrespectful. I come from a Hispanic culture do be respectful to other human beings if you enter another person's country. Your laws no longer apply here and people who are foreign seem to think that is not the case. I hate seeing local grocery stores get bought out because nothing feels the same. Its not a community anymore its an infestation of rude, self centered obnoxious foreigners who treat everyone like crap because they're miserable. Many don't last because American's aren't going to go to a place that isn't really local anymore its not the same faces they're used to its a cheap old Indian man who is too lazy to fix anything and gets mad when you order too much and by too much like 4 things....
Identity Attack0.35948995
Insult0.19734058
Profanity0.16915557
Threat0.018019408
Severe Toxicity0.01825585
Moderate 0.3302291 Constructive 0.729 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
What a joke! It’s all infested and doctrinaire by different cultures
What a joke! It’s all infested and doctrinaire by different cultures
Identity Attack0.2854555
Insult0.23237456
Profanity0.09744903
Threat0.007870848
Severe Toxicity0.01502803
Moderate 0.3302291 Low Con 0.192
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
They've infested Australia too
They've infested Australia too
Identity Attack0.28034934
Insult0.15698463
Profanity0.15019037
Threat0.05397744
Severe Toxicity0.018836858
Moderate 0.32971194 Low Con 0.272 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
needs to be titled "global rat infestation"
needs to be titled "global rat infestation"
Identity Attack0.02721288
Insult0.26957804
Profanity0.110447146
Threat0.013010317
Severe Toxicity0.01159668
Moderate 0.30854854 Low Con 0.121 Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I live in Brampton it's bad, at least I live in the southern part where it's not quite as infested, but it's still bad. We used to play spot the white guy driving up the …
I live in Brampton it's bad, at least I live in the southern part where it's not quite as infested, but it's still bad. We used to play spot the white guy driving up the 410, and that was like 15 years ago.
Identity Attack0.32768643
Insult0.15485314
Profanity0.09292633
Threat0.014048163
Severe Toxicity0.013091337
Moderate 0.30464804 Constructive 0.653 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
I have had enough! I have never felt so disrespected by ppl who are guests! They do not assimilate! They abuse all resources to extinction! It feels like an infestation! 5 yrs ago i would …
I have had enough! I have never felt so disrespected by ppl who are guests! They do not assimilate! They abuse all resources to extinction! It feels like an infestation! 5 yrs ago i would never have thought or said that!
Identity Attack0.026408968
Insult0.17237684
Profanity0.054938845
Threat0.012233571
Severe Toxicity0.006713867
Low Tox 0.27750343 Constructive 0.528 Fear_Threat
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
OMG ! , Serious bug infestation going on in Brampton i guess, i can empathize with the people. These Pajeeths are making it difficult for everyone over there.
OMG ! , Serious bug infestation going on in Brampton i guess, i can empathize with the people. These Pajeeths are making it difficult for everyone over there.
Identity Attack0.06749674
Insult0.1823172
Profanity0.09518933
Threat0.009540852
Severe Toxicity0.010070801
Low Tox 0.26859093 Constructive 0.611
Nov 26, 2025 Inside Canada's Indian Metropolis (Brampton)
Roach 🪳 infestation
Roach 🪳 infestation
Identity Attack0.034558404
Insult0.123407245
Profanity0.13961408
Threat0.0138755
Severe Toxicity0.018449519
Low Tox 0.25462922 Low Con 0.212 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Because they know it's way easier to go and infest canada over ANY country in the world thats not considered 3rd world.
Because they know it's way easier to go and infest canada over ANY country in the world thats not considered 3rd world.
Identity Attack0.19100772
Insult0.09563028
Profanity0.030639706
Threat0.05559385
Severe Toxicity0.0104522705
Low Tox 0.2540519 Low Con 0.168 Fear_Threat
Feb 15, 2026 Inside Canada's Indian Invasion...
let’s be honest, if tyler is making a video about this.. that means we are not crazy and there is very much a problem and I feel very bad for Canada. Honestly, as an American …
let’s be honest, if tyler is making a video about this.. that means we are not crazy and there is very much a problem and I feel very bad for Canada. Honestly, as an American I would not tolerate this infestation in my country. Like I literally would not tolerate it and I would do something about it to make sure this doesn’t happen.
Identity Attack0.057492398
Insult0.11978693
Profanity0.07934829
Threat0.010291707
Severe Toxicity0.0061416626
Low Tox 0.23523538 Constructive 0.582
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
More like an infestation..🤮
More like an infestation..🤮
Identity Attack0.0058086636
Insult0.0806213
Profanity0.07934829
Threat0.010421164
Severe Toxicity0.007820129
Low Tox 0.23451406 Low Con 0.198 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
It would be really nice to see them round up in Surrey BC and Brampton Ontario these communities that are infested with drug dealing and extortion of their middle class families back home. But really …
It would be really nice to see them round up in Surrey BC and Brampton Ontario these communities that are infested with drug dealing and extortion of their middle class families back home. But really FOR fast track Healthcare professionals/doctors into this country. Canada as a country also has to start having more children I do not know how they solve the problem but our population is aging and if we don't want to end up like Japan we have to do something about it. I see a lot of hate here in the comments (The racist and rednecks have permission to be openly racist)but this is a complex issue and don't forget Albert Einstein and Elon Musk were immigrants there is a lot of very talented people that we have to make sure we keep. How many jobs has Elon Musk created? he is not perfect I'm sure in the millions!!!! How much tax has he generated for the country?
Identity Attack0.07425626
Insult0.09416737
Profanity0.024472807
Threat0.011275585
Severe Toxicity0.005264282
Low Tox 0.19314334 Constructive 0.764
Dec 28, 2025 Deportations From Canada at Their …
infestation.
infestation.
Identity Attack0.0058456613
Insult0.03335018
Profanity0.051431753
Threat0.012026439
Severe Toxicity0.0049972534
Low Tox 0.15656179 Moderate Con 0.353 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Infestation not invasion 🤦🏿‍♂️
Infestation not invasion 🤦🏿‍♂️
Identity Attack0.014149316
Insult0.032799274
Profanity0.049177196
Threat0.012181788
Severe Toxicity0.006866455
Low Tox 0.15490346 Low Con 0.117 Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
🪳infestation 🤮..... Read the book "The Camp of the Saints" . It was a warning 💔🙏🏻✝
🪳infestation 🤮..... Read the book "The Camp of the Saints" . It was a warning 💔🙏🏻✝
Identity Attack0.009767435
Insult0.0623257
Profanity0.03189224
Threat0.009074804
Severe Toxicity0.005531311
Low Tox 0.15158679 Moderate Con 0.311 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
infestation
infestation
Identity Attack0.008324518
Insult0.026058068
Profanity0.066963166
Threat0.011508608
Severe Toxicity0.005760193
Low Tox 0.12867521 Moderate Con 0.46 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Infestation
Infestation
Identity Attack0.008509507
Insult0.027605021
Profanity0.069969244
Threat0.011508608
Severe Toxicity0.0059127808
Low Tox 0.12867521 Moderate Con 0.331 Fear_Threat
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
infestation
infestation
Identity Attack0.008324518
Insult0.026058068
Profanity0.066963166
Threat0.011508608
Severe Toxicity0.005760193
Low Tox 0.12867521 Moderate Con 0.454 Fear_Threat
Dec 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Infestation
Infestation
Identity Attack0.00847251
Insult0.027218282
Profanity0.06946823
Threat0.011456826
Severe Toxicity0.005874634
Low Tox 0.1269396 Moderate Con 0.331 Fear_Threat
Feb 27, 2026 Inside Canada's Indian Invasion...
i hope this brings more attention to the issue, they've inserted themselves into nearly every entry-level job and infested it with their nepotistic hiring practices, it's absolutely impossible to get a foot in the door …
i hope this brings more attention to the issue, they've inserted themselves into nearly every entry-level job and infested it with their nepotistic hiring practices, it's absolutely impossible to get a foot in the door here at least in ontario
Identity Attack0.014852738
Insult0.06599696
Profanity0.020373698
Threat0.0074306927
Severe Toxicity0.0022411346
Low Tox 0.123468354 Constructive 0.51 Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Lucky enough to live on a migrant demarcation line, Barrie. 20 years ago, it was coming north, so I'm lucky enough to be able to find work north. Now I just sold my house and …
Lucky enough to live on a migrant demarcation line, Barrie. 20 years ago, it was coming north, so I'm lucky enough to be able to find work north. Now I just sold my house and will be moving further north. Funny, but customers are saying they infested the north too. I got maybeb2 decades left, so maybe even rural Alberta.
Identity Attack0.057037655
Insult0.035774168
Profanity0.01490822
Threat0.008246276
Severe Toxicity0.002746582
Low Tox 0.11171334 Constructive 0.669
Aug 24, 2025 7 likes Why Canadians Are Turning Against …
Yeah, it's an infestation that needs to be dealt with
Yeah, it's an infestation that needs to be dealt with
Identity Attack0.006289636
Insult0.023995465
Profanity0.05243378
Threat0.011586283
Severe Toxicity0.0038528442
Low Tox 0.11161 Moderate Con 0.313 Fear_Threat
Jan 27, 2026 1 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.