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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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30,738 comments · Page 794 of 1230
Because things are forced upon us. We have no say in the matter. The woke society has taken over. The government is allowing us to suffer in this country for the sake of their own …
Because things are forced upon us. We have no say in the matter. The woke society has taken over. The government is allowing us to suffer in this country for the sake of their own agenda.
Identity Attack0.02138452
Insult0.03335018
Profanity0.017436003
Threat0.008893564
Severe Toxicity0.0020694733
Low Tox 0.10913446 Moderate Con 0.368
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
Why did childbirth plummet. My opinion two reasons one online dating / other websites. 2 Casa living is too high and people don't want to bring a child into this Earth
Why did childbirth plummet. My opinion two reasons one online dating / other websites. 2 Casa living is too high and people don't want to bring a child into this Earth
Identity Attack0.012340514
Insult0.021481665
Profanity0.027547138
Threat0.0101363575
Severe Toxicity0.003376007
Low Tox 0.10913446 Moderate Con 0.479
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
This guys should visit Southall in the UK hahahaha
This guys should visit Southall in the UK hahahaha
Identity Attack0.026609946
Insult0.02708937
Profanity0.036651865
Threat0.009747985
Severe Toxicity0.0041770935
Low Tox 0.10913446 Low Con 0.249 Comparative_Framing
Feb 11, 2026 Inside Canada's Indian Invasion...
They bring Indian culture, food, language and religion to Canada, and never try to assimilate to Canadian culture.
They bring Indian culture, food, language and religion to Canada, and never try to assimilate to Canadian culture.
Identity Attack0.105256535
Insult0.023093075
Profanity0.011184863
Threat0.006194372
Severe Toxicity0.0019454956
Low Tox 0.10913446 Moderate Con 0.41 Identity_Assertion
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
FINALLY! Homie went to BRAMLADESH!
FINALLY! Homie went to BRAMLADESH!
Identity Attack0.0233943
Insult0.034562174
Profanity0.036401358
Threat0.009981008
Severe Toxicity0.004234314
Low Tox 0.10913446 Low Con 0.296 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Carney is blowing billions on Ukraine and the EU, the media is covering it up as much as they can including the so called right wing media like national post.
Carney is blowing billions on Ukraine and the EU, the media is covering it up as much as they can including the so called right wing media like national post.
Identity Attack0.012240025
Insult0.04442204
Profanity0.017231047
Threat0.007314181
Severe Toxicity0.001745224
Low Tox 0.10913446 Low Con 0.175 Unverified_Claim
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Am a christian from India, who had a PR back in 2013 and had traveled there for the paperwork. I traveled around Toronto for around 15 days and it was a lovely experience back then. …
Am a christian from India, who had a PR back in 2013 and had traveled there for the paperwork. I traveled around Toronto for around 15 days and it was a lovely experience back then. All but the Indians I encountered treated me well, to the indians I was another competition for their piece of land (so as to say). I unfortunately didn't settle in Canada due to some family emergency and had to come back to India for good, but on hind sight I think it was for the best, considering how bad the situation is in Canada. If one migrates to another country they should assimilate in the existing culture so that they can keep alive the very soul of the land they moved to, not try to make it another India...
Identity Attack0.10221587
Insult0.033570543
Profanity0.026044132
Threat0.0086087575
Severe Toxicity0.0037574768
Low Tox 0.10913446 Constructive 0.818 Personal_Narrative
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Guy on bike in reflective vest is super blunt, almost makes me think he's an extra
Guy on bike in reflective vest is super blunt, almost makes me think he's an extra
Identity Attack0.01555616
Insult0.035443626
Profanity0.03915693
Threat0.00951496
Severe Toxicity0.0038528442
Low Tox 0.10913446 Moderate Con 0.399 Meta_Commentary
Jan 27, 2026 11 likes Inside Canada's Indian Invasion...
500 years ago: "Inside Turtle Island's European Invasion"
500 years ago: "Inside Turtle Island's European Invasion"
Identity Attack0.052944973
Insult0.025284592
Profanity0.022901481
Threat0.0097738765
Severe Toxicity0.0040626526
Low Tox 0.10913446 Low Con 0.217 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Why India 🇮🇳 people going in western countries and why they brings their stuff. Why they don't value western ? That my biggest question
Why India 🇮🇳 people going in western countries and why they brings their stuff. Why they don't value western ? That my biggest question
Identity Attack0.10221587
Insult0.029604018
Profanity0.022218296
Threat0.007883795
Severe Toxicity0.0037765503
Low Tox 0.10913446 Moderate Con 0.332 Question
Feb 16, 2026 2 likes Inside Canada's Indian Invasion...
To be honest the problem with Canada is that they are not having strict immigration checks like the USA which has in turn resulted in non-qualified people coming from India to name sake colleges over …
To be honest the problem with Canada is that they are not having strict immigration checks like the USA which has in turn resulted in non-qualified people coming from India to name sake colleges over there . A lot of people just used to drive trucks or do odd jobs over here in India . I really think Canada's welcoming nature has been misused in the wrong way.
Identity Attack0.07921951
Insult0.033570543
Profanity0.011970525
Threat0.0061296434
Severe Toxicity0.0019550323
Low Tox 0.10870059 Constructive 0.67 Policy_Critique
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Canadians are without jobs. This lawyer’s income depends on immigration.
Canadians are without jobs. This lawyer’s income depends on immigration.
Identity Attack0.06929302
Insult0.029273475
Profanity0.010569996
Threat0.0058577824
Severe Toxicity0.0018882751
Low Tox 0.10870059 Moderate Con 0.377 Economic_Argument
Jan 19, 2026 263 likes Why Canada’s immigration system has …
Guys remember... the vast majority of woke and left will say they're all for diversity/mass-multiculturalism is great all while NOT living in areas exactly like this.
Guys remember... the vast majority of woke and left will say they're all for diversity/mass-multiculturalism is great all while NOT living in areas exactly like this.
Identity Attack0.06929302
Insult0.0279513
Profanity0.019280603
Threat0.007197669
Severe Toxicity0.002746582
Low Tox 0.10870059 Moderate Con 0.489 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Agreed people should practice and adopt their host culture and language or go back to their country and practice the culture.
Agreed people should practice and adopt their host culture and language or go back to their country and practice the culture.
Identity Attack0.06658725
Insult0.025026767
Profanity0.01354185
Threat0.0072235605
Severe Toxicity0.0023460388
Low Tox 0.10870059 Moderate Con 0.435
Aug 25, 2025 Why Canadians Are Turning Against …
no fistfights with wild bears? Down thumb
no fistfights with wild bears? Down thumb
Identity Attack0.006437627
Insult0.017227544
Profanity0.023516348
Threat0.04880493
Severe Toxicity0.004825592
Low Tox 0.10870059 Low Con 0.258 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Everyone that has come in the last decade needs to get packing.
Everyone that has come in the last decade needs to get packing.
Identity Attack0.026408968
Insult0.026702631
Profanity0.017982552
Threat0.030278467
Severe Toxicity0.0034332275
Low Tox 0.10870059 Low Con 0.204
Dec 23, 2025 21 likes Deportations From Canada at Their …
It's called Punjab, not "Poon-juhb"
It's called Punjab, not "Poon-juhb"
Identity Attack0.055218685
Insult0.03710241
Profanity0.07514556
Threat0.007857903
Severe Toxicity0.0059127808
Low Tox 0.10870059 Low Con 0.259 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Besides Russia and Poland and Hungary everywhere else has been invaded from Europe to America to Canada 🤦‍♂️
Besides Russia and Poland and Hungary everywhere else has been invaded from Europe to America to Canada 🤦‍♂️
Identity Attack0.078392304
Insult0.025929155
Profanity0.014327513
Threat0.007857903
Severe Toxicity0.0030136108
Low Tox 0.10870059 Low Con 0.169 Comparative_Framing
Feb 17, 2026 Inside Canada's Indian Invasion...
Would have been very interesting to hear an indigenous persons opinion on the “Canadians” and the other immigrants.
Would have been very interesting to hear an indigenous persons opinion on the “Canadians” and the other immigrants.
Identity Attack0.10221587
Insult0.026315894
Profanity0.012141321
Threat0.006433869
Severe Toxicity0.0022029877
Low Tox 0.10870059 Moderate Con 0.494
Nov 17, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
Tell those expired visa holders there's no need to worry. Our liberal government has no way of tracking them to remove them. Canada will continue to suffer until the Liberals are out.
Tell those expired visa holders there's no need to worry. Our liberal government has no way of tracking them to remove them. Canada will continue to suffer until the Liberals are out.
Identity Attack0.03223813
Insult0.033019636
Profanity0.012277958
Threat0.017328756
Severe Toxicity0.0025749207
Low Tox 0.10870059 Moderate Con 0.317 Policy_Critique
Feb 9, 2026 3 likes 2.9 million Canadian temporary visas …
Those who are Canadian citizens cannot even get part time jobs or housing. Supports Canadians first!
Those who are Canadian citizens cannot even get part time jobs or housing. Supports Canadians first!
Identity Attack0.06658725
Insult0.03136692
Profanity0.010757872
Threat0.0072235605
Severe Toxicity0.0025749207
Low Tox 0.10870059 Moderate Con 0.462
Jan 8, 2026 1 likes Deportations From Canada at Their …
Hey ant man
Hey ant man
Identity Attack0.008102531
Insult0.038566336
Profanity0.054437835
Threat0.010058682
Severe Toxicity0.00415802
Low Tox 0.10870059 Moderate Con 0.354
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada presents itself as a multicultural society, but the reality for many immigrants—especially South Asians—is different. Brampton and other cities have seen large Indian and Pakistani immigration waves due to Canada’s labor and education opportunities. …
Canada presents itself as a multicultural society, but the reality for many immigrants—especially South Asians—is different. Brampton and other cities have seen large Indian and Pakistani immigration waves due to Canada’s labor and education opportunities. But despite being invited under official immigration programs, these communities face systemic racism and unequal treatment. 📊 Employment Discrimination: • A 2021 Statistics Canada report found that racialized Canadians earned 20% less on average than their white counterparts, even when education and experience were controlled. • South Asian immigrants specifically face higher rates of credential discounting, where their foreign education and experience are undervalued. 📊 Hiring Bias: • A University of Toronto study revealed that applicants with “ethnic” names were 40% less likely to receive a callback compared to those with Anglo-sounding names, even with identical résumés. • Another survey showed that unemployment rates for racialized Canadians are consistently 1.5–2x higher than for white Canadians. 📊 Perceptions vs. Reality: • While white Europeans continue to integrate without much resistance, South Asians are often stereotyped as “taking over” neighborhoods. • Immigrants from India and Pakistan have one of the highest workforce participation rates in Canada, working in everything from Uber and trucking to tech and medicine—contributing directly to the economy. Meanwhile, many first-generation South Asian immigrants don’t qualify for the refugee-style supports that others receive. Instead, they work long hours, often in precarious jobs, just to cover bills. The frustration often mistaken as an “attitude problem” comes from facing daily systemic barriers—being seen as “less than” despite contributing equally, if not more, to society. The underlying issue is that the old colonial mindset persists: brown immigrants are not granted the same social standing as white Canadians. Equality on paper is not equality in practice.
Identity Attack0.10221587
Insult0.030816011
Profanity0.01982715
Threat0.008103873
Severe Toxicity0.0030708313
Low Tox 0.10870059 Constructive 0.699 Moral_Argument
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Go to surry lol
Go to surry lol
Identity Attack0.0048837173
Insult0.031697463
Profanity0.046922635
Threat0.009540852
Severe Toxicity0.0036621094
Low Tox 0.10870059 Low Con 0.232 Comparative_Framing
Sep 20, 2025 44 likes Inside Canada's Indian Metropolis (Brampton)
11:33 THATS THE ONE I GO TOO!!! ITS ON GORE AND ITS REALLY CLOSE CB
11:33 THATS THE ONE I GO TOO!!! ITS ON GORE AND ITS REALLY CLOSE CB
Identity Attack0.00776955
Insult0.019032324
Profanity0.054437835
Threat0.0116639575
Severe Toxicity0.006904602
Low Tox 0.10870059 Moderate Con 0.415
Oct 1, 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.