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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: "why dont you be out …" 562 comments · Page 20 of 23
Haha one guy said i used to work they dont work then said they work for cash
Haha one guy said i used to work they dont work then said they work for cash
Identity Attack0.008509507
Insult0.022255141
Profanity0.04216301
Threat0.007314181
Severe Toxicity0.0025749207
Low Tox 0.085582085 Moderate Con 0.369 Humor_Satire
Oct 11, 2025 Inside Canada's Indian Metropolis (Brampton)
Too many people. We dont need more!
Too many people. We dont need more!
Identity Attack0.006030651
Insult0.025542418
Profanity0.01261955
Threat0.008841781
Severe Toxicity0.002117157
Low Tox 0.08320791 Low Con 0.275 Policy_Critique
Nov 20, 2025 25 likes Quebec Ends Economic Immigration Program …
30 + years in this city and i have seen the changes. I dont want to single out students but they are the main reason for it. Fake car insurances and expensive cars they cant …
30 + years in this city and i have seen the changes. I dont want to single out students but they are the main reason for it. Fake car insurances and expensive cars they cant afford. Results in my insurance being higher by default. Many students coming here and not studying but getting on trucks as soon as they get their license makes brampton one of if not the most city with trucking companies . Sheridan college with its low standards dooms the city. Multiculturalism is good but when people ruin that for others for their own cash grab methods makes this city extremely expensive to live in.
Identity Attack0.014048826
Insult0.033239998
Profanity0.016342908
Threat0.007249452
Severe Toxicity0.001707077
Low Tox 0.08241652 Constructive 0.644 Personal_Narrative
Nov 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Its going to turn into India number 2 if we dont stop it!
Its going to turn into India number 2 if we dont stop it!
Identity Attack0.04023018
Insult0.018967867
Profanity0.023106437
Threat0.018192071
Severe Toxicity0.003490448
Low Tox 0.077668175 Low Con 0.187 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Sounds like theyre doing something right! Theyre community is growing strong and flourishing. Any group can do what theyre doing!! Dont be jealous, just DO IT LIKE THEY ARE!
Sounds like theyre doing something right! Theyre community is growing strong and flourishing. Any group can do what theyre doing!! Dont be jealous, just DO IT LIKE THEY ARE!
Identity Attack0.007214582
Insult0.022255141
Profanity0.022559889
Threat0.008466354
Severe Toxicity0.0025939941
Low Tox 0.07608539 Constructive 0.599 Solidarity
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
"greatest country on earth" yeah i dont think so bud, on what statistics in usa the greatest
"greatest country on earth" yeah i dont think so bud, on what statistics in usa the greatest
Identity Attack0.034558404
Insult0.023221988
Profanity0.018255826
Threat0.006770459
Severe Toxicity0.0020217896
Low Tox 0.075294 Low Con 0.245 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Dont worry, during Biden administration mostly of them crossed the canada border and came here. My town for example is a disaster because they dont understand what stop sign or red light means.
Dont worry, during Biden administration mostly of them crossed the canada border and came here. My town for example is a disaster because they dont understand what stop sign or red light means.
Identity Attack0.013144426
Insult0.02982438
Profanity0.011594773
Threat0.0072235605
Severe Toxicity0.0014781952
Low Tox 0.07450261 Moderate Con 0.385 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Needs to be even tighter but since its been so high fir so long it may be too late. Ive seen young Canadians who canet find work and may have to move to the US …
Needs to be even tighter but since its been so high fir so long it may be too late. Ive seen young Canadians who canet find work and may have to move to the US for good futures some have already started and taking their skills with them. Canada dies not need high levels it needs more affordable homes, better paying jobs, etc do they can have kids and increase the population organically. Parts of Canada dont even look like a North American country. As an immigrant I can tell you that it would be better if Canadians could afford to have more kids
Identity Attack0.04023018
Insult0.028061481
Profanity0.016001316
Threat0.0076637166
Severe Toxicity0.0023651123
Low Tox 0.07371122 Constructive 0.743 Policy_Critique
Feb 13, 2026 1 likes Canada's tighter immigration policy divides …
Omg saar dont disrespect INDIA saar‼️‼️‼️
Omg saar dont disrespect INDIA saar‼️‼️‼️
Identity Attack0.058856625
Insult0.039737478
Profanity0.04742365
Threat0.010783645
Severe Toxicity0.007247925
Low Tox 0.07291982 Moderate Con 0.372
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Dont trade with them
Dont trade with them
Identity Attack0.008657498
Insult0.019741343
Profanity0.020442016
Threat0.0103175985
Severe Toxicity0.0019359589
Low Tox 0.07054565 Low Con 0.277
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)
My family was given a stay at a 5 star hotel and we stepped passed veterans who are homeless and they dont get help . I live like a king have a large bank account …
My family was given a stay at a 5 star hotel and we stepped passed veterans who are homeless and they dont get help . I live like a king have a large bank account and have 3 different alias . My wife uses her maiden name as well her real name and her new name . Most families I know get average of 3850 per month free luxury hotel free food free clothes healthcare free tracfone and there is no need to work anymore . My family has almost enough for a new home already and only in country 5 months .THANK YOU Mr BIDEN
Identity Attack0.006992595
Insult0.029273475
Profanity0.025634222
Threat0.0066280556
Severe Toxicity0.0024604797
Low Tox 0.06896287 Constructive 0.775
Jul 19, 2021 How much do refugees and …
Those voted for Liberals again, dont complain, you did to yourself again. Nothing will change.
Those voted for Liberals again, dont complain, you did to yourself again. Nothing will change.
Identity Attack0.011469335
Insult0.02618698
Profanity0.012312118
Threat0.007870848
Severe Toxicity0.0015449524
Low Tox 0.0665887 Low Con 0.211
Aug 25, 2025 106 likes Why Canadians Are Turning Against …
Hey! Im a sikh that was born in canada, with my parents, grand father, great grand father also being in this beutiful country. I wanted to start of by saying a couple of things. My …
Hey! Im a sikh that was born in canada, with my parents, grand father, great grand father also being in this beutiful country. I wanted to start of by saying a couple of things. My home was in brampton for a long time and I have personally seen the safety gone down, my family used to come back from trips with our garage open and everything would be completely fine. The long term sikhs and indians came and actually contributing positively and that can be seen with how good canada was pre 2020. Immigration too an extent was good, but mass immigration was never a good idea. In 2018-2019 the old time punjabi community was heavily against so many students coming in, so much so people that were indian had "no students" signs when renting their basements. It's sad to see people that came here running things so badly and ruining the effort and contributions made by many(I even face the consqeunces of things I have never done). Remeber don't be afraid to call out people for their bullshit, but also dont bash innocent people. Now many ppl came to canada and have done good like sikhs having the highest donors of blood, plasma, and platelets. We also giveway a lot in charity and food. A good news is Canada is cracking down on these bad people and quickly, and many good people who came are returning back home. I have seen a lot of videos online, but please remember algorithms and pushed media make things seem worse than they actually are. My message is I'm sorry for how these people are acting, my recent trip to Canada(brampton) I saw better quality service and more white folk too. Stay safe and god bless!
Identity Attack0.039456755
Insult0.022448512
Profanity0.027000591
Threat0.008181547
Severe Toxicity0.0032043457
Low Tox 0.06421452 Constructive 0.862 Personal_Narrative
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
In canada you dont need a canadian DL to drive on the road.
In canada you dont need a canadian DL to drive on the road.
Identity Attack0.04048799
Insult0.020966014
Profanity0.012926984
Threat0.007197669
Severe Toxicity0.0020980835
Low Tox 0.06025757 Moderate Con 0.359 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
How they can be permanent if own citizen suffering for jobless must better they dont promise to the immigrant and focus to the citizen who needed too
How they can be permanent if own citizen suffering for jobless must better they dont promise to the immigrant and focus to the citizen who needed too
Identity Attack0.037394293
Insult0.019419061
Profanity0.011184863
Threat0.006861079
Severe Toxicity0.0014209747
Low Tox 0.06025757 Moderate Con 0.408 Policy_Critique
Nov 22, 2025 Quebec Ends Economic Immigration Program …
As a brit, Calgary is my dream location I hope they dont ruin it too
As a brit, Calgary is my dream location I hope they dont ruin it too
Identity Attack0.013144426
Insult0.018516673
Profanity0.02433617
Threat0.009851551
Severe Toxicity0.0017642975
Low Tox 0.059727192 Moderate Con 0.482 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
There is nothing as expected we dont see it .... i beleive that medias trying to brainwash general public that something going on call deportation now time to calm down ..but in reality its something …
There is nothing as expected we dont see it .... i beleive that medias trying to brainwash general public that something going on call deportation now time to calm down ..but in reality its something really really slow process ..need more authority ,power and independent reporting to border authorities and new appointments from.canadian rooted candidates
Identity Attack0.016259583
Insult0.02708937
Profanity0.013780965
Threat0.0071199946
Severe Toxicity0.0014019012
Low Tox 0.059479803 Constructive 0.566 Policy_Critique
Dec 25, 2025 Deportations From Canada at Their …
What about the hundreds of Syrians living in Vancouver hotels because they dont want to move to small town Alberta
What about the hundreds of Syrians living in Vancouver hotels because they dont want to move to small town Alberta
Identity Attack0.044612918
Insult0.015720926
Profanity0.010826191
Threat0.00746953
Severe Toxicity0.0017356873
Low Tox 0.05725329 Moderate Con 0.391
Nov 3, 2020 2 likes How much do refugees and …
They dont know were they are. Gees.😂😂.
They dont know were they are. Gees.😂😂.
Identity Attack0.0044767405
Insult0.023221988
Profanity0.02023706
Threat0.007948523
Severe Toxicity0.0017642975
Low Tox 0.057005897 Low Con 0.189
Nov 5, 2025 IRCC Names India in Study …
CANADIANS NEED TO KNOW DONT GO THERE 😢😢😢😢😢😢😢😢😢
CANADIANS NEED TO KNOW DONT GO THERE 😢😢😢😢😢😢😢😢😢
Identity Attack0.08797077
Insult0.0048189024
Profanity0.00014273218
Threat0.0009829712
Severe Toxicity0.000009085299
Low Tox 0.05669822 Fear_Threat
Dec 11, 2025
DONT GO I AINT NEVA GOING! elbows up never 51st!!!
DONT GO I AINT NEVA GOING! elbows up never 51st!!!
Identity Attack0.00065609766
Insult0.0020791623
Profanity0.0005590415
Threat0.06123874
Severe Toxicity0.000030395808
Low Tox 0.054837223 Identity_Assertion
Dec 8, 2025 25 likes
If i dont see them at my tim hortons or at my 7/11 they call me every day to tell me my package is being hold at the border
If i dont see them at my tim hortons or at my 7/11 they call me every day to tell me my package is being hold at the border
Identity Attack0.010211408
Insult0.015644927
Profanity0.019485557
Threat0.009256045
Severe Toxicity0.0022220612
Low Tox 0.05280026 Moderate Con 0.434 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
People arent having kids because canada isnt prosperous enough to support families. Then they import people and we dont have the infrastructure to support them. The govnt needs those tax dollars. And people that will …
People arent having kids because canada isnt prosperous enough to support families. Then they import people and we dont have the infrastructure to support them. The govnt needs those tax dollars. And people that will get milked for them.
Identity Attack0.010507392
Insult0.023995465
Profanity0.013712646
Threat0.0068869707
Severe Toxicity0.0013446808
Low Tox 0.05255287 Moderate Con 0.313
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
funny thery can keep track of every single Canadian that owes taxes ...but they dont bother keeping an eye on people that are guests in ou=r country. This is all on prupose!!!
funny thery can keep track of every single Canadian that owes taxes ...but they dont bother keeping an eye on people that are guests in ou=r country. This is all on prupose!!!
Identity Attack0.018671319
Insult0.022319598
Profanity0.012858666
Threat0.006375613
Severe Toxicity0.0015258789
Low Tox 0.051068526 Moderate Con 0.37 Policy_Critique
Sep 29, 2025 IRCC Names India in Study …
Dont worry, the courts will make sure they arent punished for their crimes and all become full citizens. If voters cared about the justice system, they wouldnt have re elected the same government.
Dont worry, the courts will make sure they arent punished for their crimes and all become full citizens. If voters cared about the justice system, they wouldnt have re elected the same government.
Identity Attack0.005660672
Insult0.023093075
Profanity0.012312118
Threat0.008272167
Severe Toxicity0.0011444092
Low Tox 0.049584184 Low Con 0.218 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …

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.