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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: "This is how a state …" 450 comments · Page 15 of 18
Snippet: Getting a college degree in native land should be less stressful than studying abroad -- as in studying in Canada or United States. Foreign countries and its schools would most likely have a higher …
Snippet: Getting a college degree in native land should be less stressful than studying abroad -- as in studying in Canada or United States. Foreign countries and its schools would most likely have a higher standards and expectations foreign students might find more textually challenging and tuition-costly. Immigration or Immigrant Policy is an entirely separate entry into a foreign country vs. based on student's visa, which is timed. I would go back home and finish up school there and earn back home -- visiting other land temporarily is fine, but not live with them full-time. FYI - Canada & USA are brothers biologically -- they are Anglo-Saxon and owned both countries and everything in it. be blessed. nov2025
Identity Attack0.014450782
Insult0.018258847
Profanity0.01220964
Threat0.006738094
Severe Toxicity0.0013160706
Low Tox 0.03969839 Constructive 0.759
Nov 25, 2025 Quebec Ends Economic Immigration Program …
Keep your money and pride of your nation and boycott the DIVIDED STATES where you can be arrested for not being Caucasian. Buy online and save money and your dignity!
Keep your money and pride of your nation and boycott the DIVIDED STATES where you can be arrested for not being Caucasian. Buy online and save money and your dignity!
Identity Attack0.016346805
Insult0.009051213
Profanity0.00016130092
Threat0.00044537758
Severe Toxicity0.000011476053
Low Tox 0.039611004 Fear_Threat
Dec 9, 2025
Nice vid but this is all over the country not just one city. Not once was it mentioned that Bramptonistan is almost entirely paid for the by the Region of Peel. It's almost a welfare …
Nice vid but this is all over the country not just one city. Not once was it mentioned that Bramptonistan is almost entirely paid for the by the Region of Peel. It's almost a welfare state. As for why they let it happen because it's what they want.
Identity Attack0.011099357
Insult0.013516913
Profanity0.019758832
Threat0.007534259
Severe Toxicity0.0017642975
Low Tox 0.039462693 Constructive 0.624 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Americans finding out people migrate all over the word and not just the states.
Americans finding out people migrate all over the word and not just the states.
Identity Attack0.019475231
Insult0.014504919
Profanity0.012004685
Threat0.0066280556
Severe Toxicity0.0012207031
Low Tox 0.03734144 Moderate Con 0.349 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
America targeting canada to become 51st state but it's actually 29th state of india😂
America targeting canada to become 51st state but it's actually 29th state of india😂
Identity Attack0.019475231
Insult0.014086916
Profanity0.013268576
Threat0.0069905366
Severe Toxicity0.0013923645
Low Tox 0.036162965 Low Con 0.192
Jan 27, 2026 Inside Canada's Indian Invasion...
Screw this boycott travel in the United States and stop buying American Products
Screw this boycott travel in the United States and stop buying American Products
Identity Attack0.000992156
Insult0.008391556
Profanity0.011059246
Threat0.0016970945
Severe Toxicity0.000013223038
Low Tox 0.036089543
Dec 7, 2025 7 likes
United States needs to follow this as well 😂
United States needs to follow this as well 😂
Identity Attack0.008953481
Insult0.012566907
Profanity0.02167175
Threat0.009411395
Severe Toxicity0.0021076202
Low Tox 0.03545588 Low Con 0.154
Nov 22, 2025 Quebec Ends Economic Immigration Program …
No one in Canada listened to Trump state of the union speech 🙄.
No one in Canada listened to Trump state of the union speech 🙄.
Identity Attack0.0069185994
Insult0.018129934
Profanity0.010587076
Threat0.0059937127
Severe Toxicity0.0009441376
Low Tox 0.035220183 Low Con 0.212 Comparative_Framing
Feb 26, 2026 LILLEY UNLEASHED: The fall of …
*They are everywhere thanks to the easy access to U.S. and Canada, it will be late when those countries try to fix that!* *They come with all benefits to work the next day they arrive, …
*They are everywhere thanks to the easy access to U.S. and Canada, it will be late when those countries try to fix that!* *They come with all benefits to work the next day they arrive, Kerala, the State where most of them come to American Continent!*
Identity Attack0.017967897
Insult0.011996903
Profanity0.012892825
Threat0.0066798385
Severe Toxicity0.0013923645
Low Tox 0.034513097 Moderate Con 0.367 Fear_Threat
Feb 25, 2026 Inside Canada's Indian Invasion...
Welcome to CHINDIA a new Indian state.
Welcome to CHINDIA a new Indian state.
Identity Attack0.021786476
Insult0.013174911
Profanity0.016889455
Threat0.008764107
Severe Toxicity0.0032615662
Low Tox 0.034277402 Low Con 0.235
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Please help me understand why mass migration is considered beneficial. I believe globalization has very significant drawbacks. My primary concern is for my fellow Canadians "ONLY." It seems that the increase in new residents is …
Please help me understand why mass migration is considered beneficial. I believe globalization has very significant drawbacks. My primary concern is for my fellow Canadians "ONLY." It seems that the increase in new residents is driven largely by political motives, as new migrants often support the Liberal Party due to the benefits they receive upon arrival. Both the Liberal government in Canada and the Democrats in the United States appear to be aware of this trend. Regardless of political affiliation—whether Liberal, Conservative, Green, or any other party—if my party were to adopt such a policy, I would oppose it. Canadians really need to wake up. We need responsible citizenship that upholds and strengthens our Canadian culture and values.
Identity Attack0.013948337
Insult0.016784932
Profanity0.011201942
Threat0.00636914
Severe Toxicity0.0010156631
Low Tox 0.034041706 Constructive 0.856 Identity_Assertion
Feb 17, 2026 21 likes LILLEY UNLEASHED: The fall of …
I had a work accident and tore my rotator cuff. I had to wait a year and a half. For mri and months after that. The surgeons stated the infraspinitous ligament was still half torn …
I had a work accident and tore my rotator cuff. I had to wait a year and a half. For mri and months after that. The surgeons stated the infraspinitous ligament was still half torn still. All that time later. It required another surgery 8 months later. I now have some relief in that arm. Decade later But I'm in the similar situation right now other shoulder. Those wait times were bad and it's only gotten worse since
Identity Attack0.0026823445
Insult0.012642908
Profanity0.017231047
Threat0.0086087575
Severe Toxicity0.0013542175
Low Tox 0.034041706 Constructive 0.761
Aug 25, 2025 Why Canadians Are Turning Against …
It’s about time the conservatives start getting serious about the state of this country.
It’s about time the conservatives start getting serious about the state of this country.
Identity Attack0.007917541
Insult0.015416925
Profanity0.011782649
Threat0.0073918556
Severe Toxicity0.00096797943
Low Tox 0.032863233 Low Con 0.21 Policy_Critique
Feb 24, 2026 'We do know that there's …
51st State only way, they'll have to leave immediately upon USA 🇺🇸 aquires Canada.
51st State only way, they'll have to leave immediately upon USA 🇺🇸 aquires Canada.
Identity Attack0.012340514
Insult0.012756908
Profanity0.01084327
Threat0.00866054
Severe Toxicity0.001411438
Low Tox 0.032156147 Low Con 0.097 Identity_Assertion
Dec 31, 2025 Deportations From Canada at Their …
These benefits continue until they actually leave the country. Stated by immigration officials during committee meetings.
These benefits continue until they actually leave the country. Stated by immigration officials during committee meetings.
Identity Attack0.014551271
Insult0.010932897
Profanity0.010160086
Threat0.006822242
Severe Toxicity0.0009822845
Low Tox 0.030506283 Moderate Con 0.441 Policy_Critique
Feb 24, 2026 6 likes 'We do know that there's …
I’m in college and I can’t understand a single thing they say. I’m moving to the states
I’m in college and I can’t understand a single thing they say. I’m moving to the states
Identity Attack0.0074365693
Insult0.012452906
Profanity0.01535229
Threat0.0067769317
Severe Toxicity0.0011491776
Low Tox 0.02968135 Moderate Con 0.422
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Punjab (Pakistan): A province in Pakistan with a large Punjabi population. Punjab (India): A state in India, predominantly Sikh, known for its rich culture.
Punjab (Pakistan): A province in Pakistan with a large Punjabi population. Punjab (India): A state in India, predominantly Sikh, known for its rich culture.
Identity Attack0.023997234
Insult0.011122898
Profanity0.02023706
Threat0.00789674
Severe Toxicity0.0019931793
Low Tox 0.029563503 Moderate Con 0.396 Comparative_Framing
Feb 11, 2026 1 likes Inside Canada's Indian Invasion...
If we had voted conservative we would be the 51st state now!
If we had voted conservative we would be the 51st state now!
Identity Attack0.008583503
Insult0.011920903
Profanity0.012243799
Threat0.007417747
Severe Toxicity0.0012874603
Low Tox 0.028974265 Low Con 0.278
Aug 26, 2025 Why Canadians Are Turning Against …
@TorontoSun The Libs vision for Canada as a “post-national state” seems to be a Canada that consists of a collection of other Nations.
@TorontoSun The Libs vision for Canada as a “post-national state” seems to be a Canada that consists of a collection of other Nations.
Identity Attack0.014249804
Insult0.013668913
Profanity0.00950252
Threat0.006084333
Severe Toxicity0.0009822845
Low Tox 0.027913637 Low Con 0.224 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Manusmriti 11.149: States that a Brahmin who accidentally drinks water left by a Shudra must undergo a purification ritual (drinking water boiled with Kusa grass for three days).
Manusmriti 11.149: States that a Brahmin who accidentally drinks water left by a Shudra must undergo a purification ritual (drinking water boiled with Kusa grass for three days).
Identity Attack0.019274252
Insult0.011882903
Profanity0.018187506
Threat0.010188141
Severe Toxicity0.001783371
Low Tox 0.027324399 Low Con 0.258 Unverified_Claim
Feb 23, 2026 Inside Canada's Indian Invasion...
18k Sounds like the United States on a Sunday morning
18k Sounds like the United States on a Sunday morning
Identity Attack0.0075845607
Insult0.010818896
Profanity0.016889455
Threat0.008155655
Severe Toxicity0.001745224
Low Tox 0.027088705 Low Con 0.236 Comparative_Framing
Dec 24, 2025 93 likes Deportations From Canada at Their …
They are from one state only Punjab
They are from one state only Punjab
Identity Attack0.017967897
Insult0.013592913
Profanity0.01627459
Threat0.0070034824
Severe Toxicity0.0020313263
Low Tox 0.026735162 Low Con 0.263
Jan 3, 2026 Inside Canada's Indian Metropolis (Brampton)
If you notice most of the newcomers are young military men and I just read an article on ctv news stating that canada is recruiting 300000 volunteers for the miltary as threats are on the …
If you notice most of the newcomers are young military men and I just read an article on ctv news stating that canada is recruiting 300000 volunteers for the miltary as threats are on the rise from the world.
Identity Attack0.0069185994
Insult0.010970897
Profanity0.010160086
Threat0.008259222
Severe Toxicity0.0010538101
Low Tox 0.026499467 Constructive 0.516
Nov 21, 2025 1 likes Thousands of refugees allowed into …
Why? Because you need to keep growing your economy! If you don't do so then you'll soon become the 51st state 🫨
Why? Because you need to keep growing your economy! If you don't do so then you'll soon become the 51st state 🫨
Identity Attack0.003366805
Insult0.012680908
Profanity0.011441057
Threat0.0068869707
Severe Toxicity0.0009727478
Low Tox 0.025792383 Low Con 0.287 Economic_Argument
Oct 16, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
That's rich 51st state guy is worried about invasion lol
That's rich 51st state guy is worried about invasion lol
Identity Attack0.0006906507
Insult0.0017014691
Profanity0.0002321749
Threat0.012396995
Severe Toxicity0.000016092044
Low Tox 0.025656464
Dec 12, 2025

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.