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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 #}

Comment Explorer

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Active: "The amount of "i will …" 145 comments · Page 6 of 6
Say what you will but Canadians have worked and paid in CPP and paid taxes all their working lives. These migrants who walk across our border or the ones Trudeau has allowed into the country …
Say what you will but Canadians have worked and paid in CPP and paid taxes all their working lives. These migrants who walk across our border or the ones Trudeau has allowed into the country the majority of them are not sponsored by family or orginizations have never worked or paid taxes are getting the same amount as us. Is that fair?? NO
Identity Attack0.034558404
Insult0.02012808
Profanity0.0103821205
Threat0.0060325502
Severe Toxicity0.0013637543
Low Tox 0.05824285 Constructive 0.598
Dec 21, 2018 How much do refugees and …
The amount of effort he puts in his videos are incredible
The amount of effort he puts in his videos are incredible
Identity Attack0.0102854045
Insult0.017163089
Profanity0.035649836
Threat0.010343489
Severe Toxicity0.0051116943
Low Tox 0.057748068 Moderate Con 0.34 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
The amount of births is staggering. The ones 'applying' for refugee status would give birth here in Canada. Which the people in charge would then have to approve them or the new born would suffer.
The amount of births is staggering. The ones 'applying' for refugee status would give birth here in Canada. Which the people in charge would then have to approve them or the new born would suffer.
Identity Attack0.016460562
Insult0.014352918
Profanity0.0113727385
Threat0.019573374
Severe Toxicity0.0018310547
Low Tox 0.054531995 Moderate Con 0.38
Oct 23, 2018 2 likes How much do refugees and …
Yeah pretty much every walmart or lower jobs are taken the amount of canadien homeless is rising its so messed up how the government pays them with our money and then pays sum more to …
Yeah pretty much every walmart or lower jobs are taken the amount of canadien homeless is rising its so messed up how the government pays them with our money and then pays sum more to have them live here....
Identity Attack0.018068384
Insult0.022512967
Profanity0.013131939
Threat0.0061814263
Severe Toxicity0.0014305115
Low Tox 0.054531995 Constructive 0.523 Economic_Argument
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Bro Sikhs been in Brampton for like 30 years a massive amount.
Bro Sikhs been in Brampton for like 30 years a massive amount.
Identity Attack0.02821777
Insult0.015644927
Profanity0.019348921
Threat0.007353018
Severe Toxicity0.0020217896
Low Tox 0.0438942 Moderate Con 0.437 Personal_Narrative
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Canadian higher education serves a double purpose now. 1. It attracts foreign students and large amounts of money and 2. It is used by most of those students as a backdoor door through the Canadian …
Canadian higher education serves a double purpose now. 1. It attracts foreign students and large amounts of money and 2. It is used by most of those students as a backdoor door through the Canadian immigration system.
Identity Attack0.023997234
Insult0.015644927
Profanity0.010518758
Threat0.006168481
Severe Toxicity0.0012302399
Low Tox 0.04240986 Low Con 0.261 Policy_Critique
Oct 11, 2025 IRCC Names India in Study …
The only way Canada can be saved is to become the 51st state. Canadas population is just too small to keep up with the current amount of immigrants to not have them be the majority …
The only way Canada can be saved is to become the 51st state. Canadas population is just too small to keep up with the current amount of immigrants to not have them be the majority population within the next couple generations.
Identity Attack0.026007013
Insult0.014504919
Profanity0.010057608
Threat0.00666042
Severe Toxicity0.0012397766
Low Tox 0.040430736 Low Con 0.276 Fear_Threat
Feb 27, 2026 Inside Canada's Indian Invasion...
It’s not the amount it’s the fact they get served first due to their refugee status .
It’s not the amount it’s the fact they get served first due to their refugee status .
Identity Attack0.022188433
Insult0.013630914
Profanity0.012107162
Threat0.00675104
Severe Toxicity0.0011920929
Low Tox 0.040183347 Low Con 0.285
Jun 25, 2019 6 likes How much do refugees and …
And we pay these people large amounts of money to look after student immigrate registation
And we pay these people large amounts of money to look after student immigrate registation
Identity Attack0.018872296
Insult0.013668913
Profanity0.011475217
Threat0.0065050707
Severe Toxicity0.0011777878
Low Tox 0.039462693 Low Con 0.254
Oct 1, 2025 IRCC Names India in Study …
I am Canadian n can’t believe the amount this country has changed the past 10 years. Absolutely bizarre. I live on my own but worn with foreign workers n might listen to foreign language in …
I am Canadian n can’t believe the amount this country has changed the past 10 years. Absolutely bizarre. I live on my own but worn with foreign workers n might listen to foreign language in my life more than English.
Identity Attack0.023796257
Insult0.0151129225
Profanity0.011423977
Threat0.0060325502
Severe Toxicity0.001115799
Low Tox 0.038991302 Constructive 0.598 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
So you tell me, a 5th Generation Canadian, Laid Oil Oil & Gas Alberta GAL never to get work in Calgary again; how Truedodo Bird/Carney Capone's Immigrants today BENEFIT CANADA WHEN...."Filipinos in Canada send approximately …
So you tell me, a 5th Generation Canadian, Laid Oil Oil & Gas Alberta GAL never to get work in Calgary again; how Truedodo Bird/Carney Capone's Immigrants today BENEFIT CANADA WHEN...."Filipinos in Canada send approximately $1 billion to $1.2 billion CAD annually in remittances to the Philippines. This amount remained stable even during COVID-19 pandemic, with about $1.079 billion sent between January and October 2020."
Identity Attack0.014551271
Insult0.014732921
Profanity0.00995513
Threat0.005906329
Severe Toxicity0.0010871887
Low Tox 0.03309893 Moderate Con 0.491 Economic_Argument
Feb 17, 2026 2 likes LILLEY UNLEASHED: The fall of …
as someone who lives in Ontario please help us man I can't w the amount of them
as someone who lives in Ontario please help us man I can't w the amount of them
Identity Attack0.0093974555
Insult0.012034904
Profanity0.012380436
Threat0.00789674
Severe Toxicity0.0013446808
Low Tox 0.03015274 Constructive 0.506 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
There is a cash economy al.ozt tax evading , they get cash donation in huge amounts ,I don't know why itis allowed here in Canada
There is a cash economy al.ozt tax evading , they get cash donation in huge amounts ,I don't know why itis allowed here in Canada
Identity Attack0.008583503
Insult0.014238917
Profanity0.010894509
Threat0.005906329
Severe Toxicity0.00089645386
Low Tox 0.027088705 Moderate Con 0.387 Unverified_Claim
Dec 31, 2025 Inside Canada's Indian Metropolis (Brampton)
To all my viewers and subscribers, I really appreciate your comments. Although I'm late to respond to some due to the overwhelming amount, I'll do my best to touch base. Once again, I want to …
To all my viewers and subscribers, I really appreciate your comments. Although I'm late to respond to some due to the overwhelming amount, I'll do my best to touch base. Once again, I want to thank you all for your engagement. Stay tuned for more. 😊😊😊
Identity Attack0.007991537
Insult0.009906891
Profanity0.018255826
Threat0.0100069
Severe Toxicity0.0019168854
Low Tox 0.025085296 Constructive 0.679 Meta_Commentary
Aug 30, 2025 3 likes Why Canadians Are Turning Against …
My sister was going to immigrate to Australia from South Africa with her family. They expected her to be able to take care of them for 5yrs, have a certain amount of money to do …
My sister was going to immigrate to Australia from South Africa with her family. They expected her to be able to take care of them for 5yrs, have a certain amount of money to do so. That wasn't a problem as she owned a medical supply company and was a registered nurse,trained in Canada, worked in Florida for 5yrs. The only metric she didn't meet was age, she was over 45, rejected 😢
Identity Attack0.010729378
Insult0.010286893
Profanity0.010604155
Threat0.006168481
Severe Toxicity0.0007867813
Low Tox 0.025085296 Constructive 0.766 Personal_Narrative
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
On average, $6,000 is transferred annually to each immigrant, which is funded by Canadian taxpayers. This amount reflects the financial burden from Canadians to be provided to immigrants as they settle in Canada.
On average, $6,000 is transferred annually to each immigrant, which is funded by Canadian taxpayers. This amount reflects the financial burden from Canadians to be provided to immigrants as they settle in Canada.
Identity Attack0.01274247
Insult0.009051885
Profanity0.009587918
Threat0.0059678215
Severe Toxicity0.0006866455
Low Tox 0.020607091 Moderate Con 0.41 Unverified_Claim
Jun 20, 2025 5 likes How Canada broke its immigration …
these governments allow it to happen because these are the type of people they can and will pay less for the same amount of work.
these governments allow it to happen because these are the type of people they can and will pay less for the same amount of work.
Identity Attack0.003607291
Insult0.00971689
Profanity0.011236101
Threat0.006375613
Severe Toxicity0.00066280365
Low Tox 0.017843807 Low Con 0.21 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Temporary means a specific amount of time! Once the time has run out that means one needs to prepare to return to where one came from. Not assuming one has automatically gained citizenship finishing the …
Temporary means a specific amount of time! Once the time has run out that means one needs to prepare to return to where one came from. Not assuming one has automatically gained citizenship finishing the temporary workers permits/visa. Time's up,time to carry on!
Identity Attack0.0029968263
Insult0.008956885
Profanity0.010757872
Threat0.0072235605
Severe Toxicity0.00084400177
Low Tox 0.017215505 Constructive 0.531 Policy_Critique
Nov 24, 2025 Quebec Ends Economic Immigration Program …
you say they get the same amount but they didnt pay a dime into the system so in the end they get more .
you say they get the same amount but they didnt pay a dime into the system so in the end they get more .
Identity Attack0.0023863618
Insult0.0088618845
Profanity0.013576009
Threat0.0064727063
Severe Toxicity0.0007390976
Low Tox 0.0154562555 Low Con 0.279
Mar 16, 2019 How much do refugees and …
Dont pay huge amount of money to come here as a student. You will regret.
Dont pay huge amount of money to come here as a student. You will regret.
Identity Attack0.00009592526
Insult0.00031887632
Profanity0.000018985307
Threat0.000066387904
Severe Toxicity0.0000020772134
Low Tox 0.00092874985 Personal_Narrative
Apr 16, 2025 23 likes

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.