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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: "Up Canada ❤❤❤❤❤" 6,088 comments · Page 217 of 244
Trump did Canada a great favor by blowing the lid off Trudeau's mishandling of the country.
Trump did Canada a great favor by blowing the lid off Trudeau's mishandling of the country.
Identity Attack0.0022154092
Insult0.009434926
Profanity0.00019058498
Threat0.00053585257
Severe Toxicity0.0000042998586
Low Tox 0.030325199 Policy_Critique
Mar 10, 2026 Canada's tighter immigration policy divides …
even in the little town where i live in western canada there is a community collage and a lot of punjabi's that have straight up told me that they are here for school but only …
even in the little town where i live in western canada there is a community collage and a lot of punjabi's that have straight up told me that they are here for school but only go to 1 class once maybe 2 times a week for just over an hour and the rest of the time they are here working on student visa's where the government is paying half the wage prompting bigger business to highering these exchange student instead of local people
Identity Attack0.019173764
Insult0.014124917
Profanity0.011816809
Threat0.0060713873
Severe Toxicity0.0012111664
Low Tox 0.030270588 Constructive 0.63 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
So come on in lets polute canada faster carbon tax it.
So come on in lets polute canada faster carbon tax it.
Identity Attack0.0044767405
Insult0.012984909
Profanity0.011236101
Threat0.009204263
Severe Toxicity0.0017166138
Low Tox 0.030270588 Low Con 0.17
Dec 2, 2018 How much do refugees and …
Driving licence 15$ in India get for half hour all support by Canada goverment,free Aparment,paid Bills and money!! Canada resident must hard work and pay tax for that!!
Driving licence 15$ in India get for half hour all support by Canada goverment,free Aparment,paid Bills and money!! Canada resident must hard work and pay tax for that!!
Identity Attack0.013043936
Insult0.013364912
Profanity0.010160086
Threat0.0063950317
Severe Toxicity0.0011730194
Low Tox 0.030270588 Moderate Con 0.456 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
It’s not Just Brampton, all of Canada looks like this now…
It’s not Just Brampton, all of Canada looks like this now…
Identity Attack0.011099357
Insult0.015188923
Profanity0.010501678
Threat0.0062008454
Severe Toxicity0.0010824203
Low Tox 0.03015274 Moderate Con 0.33 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
We need an ICE team in canada, I think these guys are trying to cover their lack of response in light of what is happening down south.
We need an ICE team in canada, I think these guys are trying to cover their lack of response in light of what is happening down south.
Identity Attack0.004846719
Insult0.017088935
Profanity0.00998929
Threat0.006815769
Severe Toxicity0.001001358
Low Tox 0.030034892 Moderate Con 0.389
Dec 28, 2025 Deportations From Canada at Their …
In Canada we have two colloquial names for Bramption 1.) Bramladesh and 2.) Browntown (which if you say it fast sounds like you're just saying Brampton anyway)
In Canada we have two colloquial names for Bramption 1.) Bramladesh and 2.) Browntown (which if you say it fast sounds like you're just saying Brampton anyway)
Identity Attack0.009693438
Insult0.015340924
Profanity0.011594773
Threat0.006485652
Severe Toxicity0.0010824203
Low Tox 0.030034892 Moderate Con 0.439 Humor_Satire
Jan 29, 2026 59 likes Inside Canada's Indian Invasion...
Canada needs Trump or at least become 51st
Canada needs Trump or at least become 51st
Identity Attack0.006881601
Insult0.014162917
Profanity0.0118338885
Threat0.007974415
Severe Toxicity0.0012397766
Low Tox 0.030034892 Low Con 0.09
Jan 27, 2026 Inside Canada's Indian Invasion...
Here is a simple fix: you must apply for refugee status from outside Canada.
Here is a simple fix: you must apply for refugee status from outside Canada.
Identity Attack0.015857628
Insult0.010628895
Profanity0.01041628
Threat0.0065827454
Severe Toxicity0.001039505
Low Tox 0.030034892 Low Con 0.236 Policy_Critique
Dec 30, 2025 3 likes Deportations From Canada at Their …
Finally someone is sticking up for Canadians and for Canada
Finally someone is sticking up for Canadians and for Canada
Identity Attack0.012340514
Insult0.010666896
Profanity0.010774951
Threat0.009230154
Severe Toxicity0.0013065338
Low Tox 0.029917045 Moderate Con 0.333 Solidarity
Sep 29, 2025 879 likes IRCC Names India in Study …
In the year 2000 Brampton was 325,000 people... you can thank Trudeau and Dominic Barton of McKinsey & Company and World Economic Forum infamy for the moderate increase to 800,000 as he's been lobbying for …
In the year 2000 Brampton was 325,000 people... you can thank Trudeau and Dominic Barton of McKinsey & Company and World Economic Forum infamy for the moderate increase to 800,000 as he's been lobbying for this through the Century Initiative and plans to increase Canada's population to 100 million through immigration only by 2100.
Identity Attack0.0056236745
Insult0.016708933
Profanity0.010177165
Threat0.0060098954
Severe Toxicity0.0008678436
Low Tox 0.029799197 Constructive 0.528 Unverified_Claim
Dec 25, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
PLEASE come do this in Frisco Texas. I bet there are more here in just north Texas than the entirety of Canada…
PLEASE come do this in Frisco Texas. I bet there are more here in just north Texas than the entirety of Canada…
Identity Attack0.015455672
Insult0.010932897
Profanity0.012892825
Threat0.0077154995
Severe Toxicity0.0014591217
Low Tox 0.02968135 Moderate Con 0.44 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada needs a visa/immigration cap per country. Right now immigration is about bolstering vote bank
Canada needs a visa/immigration cap per country. Right now immigration is about bolstering vote bank
Identity Attack0.012842959
Insult0.011236899
Profanity0.010125926
Threat0.00666042
Severe Toxicity0.0009822845
Low Tox 0.029563503 Low Con 0.213 Policy_Critique
Feb 11, 2026 3 likes Canada's tighter immigration policy divides …
Canada will become india. Inshallah 🙏🏻 Proud to be Indian 💪🏻
Canada will become india. Inshallah 🙏🏻 Proud to be Indian 💪🏻
Identity Attack0.019575719
Insult0.011578901
Profanity0.014634945
Threat0.007741391
Severe Toxicity0.0022411346
Low Tox 0.029445656 Moderate Con 0.398 Identity_Assertion
Feb 10, 2026 Inside Canada's Indian Invasion...
Canada also has a human trafficking issue and it just keeps getting worse. I think it would be so awesome if you could bring some light to this issue so that people start taking this …
Canada also has a human trafficking issue and it just keeps getting worse. I think it would be so awesome if you could bring some light to this issue so that people start taking this 15 times more seriously.
Identity Attack0.011321344
Insult0.013706914
Profanity0.010279642
Threat0.0065697995
Severe Toxicity0.0010490417
Low Tox 0.029327808 Constructive 0.658 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Bruh we got autos(tuktuk) in canada...🔥,daym development
Bruh we got autos(tuktuk) in canada...🔥,daym development
Identity Attack0.0050687063
Insult0.014808921
Profanity0.017094411
Threat0.007598988
Severe Toxicity0.0020122528
Low Tox 0.02920996 Low Con 0.281 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
They redeemed Canada like all the gift cards ❤
They redeemed Canada like all the gift cards ❤
Identity Attack0.010433395
Insult0.014390918
Profanity0.010501678
Threat0.00636914
Severe Toxicity0.0011014938
Low Tox 0.029092113 Moderate Con 0.424 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Thanks for helping us in canada and releasing this video the day after my birthday lol love you tyler
Thanks for helping us in canada and releasing this video the day after my birthday lol love you tyler
Identity Attack0.0065856185
Insult0.011996903
Profanity0.019963788
Threat0.007870848
Severe Toxicity0.0019073486
Low Tox 0.028856417 Constructive 0.504
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada First! Enough is enough!
Canada First! Enough is enough!
Identity Attack0.011025362
Insult0.010818896
Profanity0.010928668
Threat0.007883795
Severe Toxicity0.0018882751
Low Tox 0.028856417 Low Con 0.275 Call_To_Action
Aug 26, 2025 183 likes Why Canadians Are Turning Against …
I'm sorry, but if an individual is making <$57,000/yr they are NOT middle class; particularly with the current cost of living crisis in Canada. That income level is where middle class begins, so anything less …
I'm sorry, but if an individual is making <$57,000/yr they are NOT middle class; particularly with the current cost of living crisis in Canada. That income level is where middle class begins, so anything less than the $57k/yr is considered lower class. So, again, another indicator that the Canadian government doesn't actually care about the middle class and is fine seeing it dwindle further.
Identity Attack0.008065533
Insult0.015568925
Profanity0.011116544
Threat0.00598724
Severe Toxicity0.00076293945
Low Tox 0.02873857 Constructive 0.641
Jan 3, 2026 5 likes New rules, regulations take effect …
I hope Canada learnt it's lesson now on RESPONSIBLE & VETTED immigration!
I hope Canada learnt it's lesson now on RESPONSIBLE & VETTED immigration!
Identity Attack0.013345404
Insult0.0116169015
Profanity0.009220706
Threat0.006576272
Severe Toxicity0.0011348724
Low Tox 0.02873857 Moderate Con 0.406 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Tariffs incoming to Canada after seeing loose regulations 😅
Tariffs incoming to Canada after seeing loose regulations 😅
Identity Attack0.0064006294
Insult0.01465692
Profanity0.011219022
Threat0.0060713873
Severe Toxicity0.0007581711
Low Tox 0.02873857 Low Con 0.276 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Canada was sold back in 2015; it's already too late. Not just tim hortins anymore, they are higher positions of power and steer policy to better themselves
Canada was sold back in 2015; it's already too late. Not just tim hortins anymore, they are higher positions of power and steer policy to better themselves
Identity Attack0.0075845607
Insult0.015644927
Profanity0.010365041
Threat0.006686311
Severe Toxicity0.0009059906
Low Tox 0.028620722 Low Con 0.267 Unverified_Claim
Oct 3, 2025 2 likes IRCC Names India in Study …
Restore Canada. Millions have come, so Millions will go
Restore Canada. Millions have come, so Millions will go
Identity Attack0.010507392
Insult0.011654901
Profanity0.010194245
Threat0.0073789097
Severe Toxicity0.0012397766
Low Tox 0.028620722 Moderate Con 0.359 Identity_Assertion
Feb 19, 2026 2 likes LILLEY UNLEASHED: The fall of …
Integration into the host society is crucial for immigration to work in society. I’m Ukrainian, and integrated in Canada in 53. Being European made it easier of course.
Integration into the host society is crucial for immigration to work in society. I’m Ukrainian, and integrated in Canada in 53. Being European made it easier of course.
Identity Attack0.018269362
Insult0.010210892
Profanity0.010501678
Threat0.0062785195
Severe Toxicity0.0009393692
Low Tox 0.028502874 Constructive 0.623 Personal_Narrative
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)

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.