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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Search comment text, filter by category or toxicity level
30,738 comments · Page 633 of 1230
The problem is immigration back in day was a luxury in India so only riches made it outside and they were rich compared to others after independence because they were more pro british and served …
The problem is immigration back in day was a luxury in India so only riches made it outside and they were rich compared to others after independence because they were more pro british and served them. So it was easy for them to immigrate and assimilate into your culture. Now you see many poor people also immigrating because immigration became more accessible, its just like the touchscreen phones, before only rich people had them, but later and now everyone has it. Plus your overly liberal and the stupid point system lets anyone enter the country if they meet a specific criteria, they barely check their english, background, crime record, etc. Also, living in India is a survival, or a nightmare for short. Especially for the poor people in the up north, and so they go to these shady agents who claim that they can send him or her to Canada, UK, Australia where ever they want in exchange for some money. Sometimes these agents turnout to be scams and sometimes not, then these students apply to some fake university that has no campus in Canada and select a course thats easy. Then once approved they come to canada, don’t go to university and make some other indian friends who say they have contacts with some job providers and through that the students get their jobs at the fast food joints and shopping malls. The mindset with which these students come to Canada is that I want to get a simple job as soon as I land in Canada and through that job I can get a PR. They never go to assimilate or discover the culture, they come because the country looks nice, has resources, and will provide them with a good salary so that they send some money back home to their parents as compared to low paying jobs in India, which too are super competitive. They still like the indian way of life, the culture, the food, the attire, just not in India. Thats why you’ll never see these students eating at anything other than a Indian Punjabi Restaurant or a fast food joint, they will never make white friends, they will never try to change the way they speak and look at Canadians, they will never try to change their driving habits. In conclusion, more poor people and students migrating, paired with their mindset of “I want everything to be Indian just not in India but in a place that looks better” paired with their low interest in actually learning and working better jobs is what makes them a bad immigrant group. But thats not to say that all are like that its only some and mostly Punjabis/ other North Indians that have this mindset. The reason why the Indian group in USA is much better and successful is because they are mostly of south indian descent. Those people are far more educated, actually respect the law of the land. And fun fact: The stereotypical Indian Accent originated from USA mainly and reason why many indians say that they don’t speak in that accent is because that particular stereotypical accent is present in Indian people who come from the states of Andra Pradesh and Telegana, which is is where most of the Indians in USA are actually from. Sorry for the long ass comment and some writing mishaps, I really lose my writing quality when I’m writing long comments.
Identity Attack0.14875233
Insult0.083112895
Profanity0.041912504
Threat0.008129764
Severe Toxicity0.005607605
Low Tox 0.19893374 Constructive 0.608 Policy_Critique
Dec 3, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Canada will be declared for the Indian Empire in our lifetime
Canada will be declared for the Indian Empire in our lifetime
Identity Attack0.19100772
Insult0.04852104
Profanity0.02344803
Threat0.018364733
Severe Toxicity0.007286072
Low Tox 0.19893374 Low Con 0.215 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
As an Indian individual born in Canada, I don’t think it is right to generalize all Indians for creating such a huge problem in Brampton. From this video, you can obviously see the differences between …
As an Indian individual born in Canada, I don’t think it is right to generalize all Indians for creating such a huge problem in Brampton. From this video, you can obviously see the differences between the Indians that want to be here and want to make a life here and the ones that are running time on their tourist visas. But do not blame the entire Indian population, its inaccurate.
Identity Attack0.27340925
Insult0.056719027
Profanity0.018255826
Threat0.0072106146
Severe Toxicity0.0037193298
Low Tox 0.19893374 Constructive 0.759 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
I only blame the goverment of canada
I only blame the goverment of canada
Identity Attack0.12208464
Insult0.06372428
Profanity0.019553876
Threat0.009877442
Severe Toxicity0.004825592
Low Tox 0.19893374 Moderate Con 0.345 Policy_Critique
Sep 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I heard many jobs is taking by Indians, they have take their family to Canada and give job
I heard many jobs is taking by Indians, they have take their family to Canada and give job
Identity Attack0.25140062
Insult0.04383647
Profanity0.02071529
Threat0.006641001
Severe Toxicity0.0044059753
Low Tox 0.19893374 Moderate Con 0.443 Unverified_Claim
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
just saying that you intend to use a knife to protect yourself in canada vould get yiu into trouble btw 😅🤣
just saying that you intend to use a knife to protect yourself in canada vould get yiu into trouble btw 😅🤣
Identity Attack0.0233943
Insult0.029493837
Profanity0.021535112
Threat0.15276608
Severe Toxicity0.007896423
Low Tox 0.19893374 Low Con 0.296 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
It's not nearly high enough...it needs to be in the hundreds of thousands. It's disgraceful how our own Lib gov opened our borders, pay the migrants and give businesses wage subsidies and tax incentives for …
It's not nearly high enough...it needs to be in the hundreds of thousands. It's disgraceful how our own Lib gov opened our borders, pay the migrants and give businesses wage subsidies and tax incentives for hiring foreigners...leaving the actual Canadians out of the loop, out of ANY advantage at all.
Identity Attack0.10815793
Insult0.08410009
Profanity0.018529098
Threat0.007340072
Severe Toxicity0.0036621094
Low Tox 0.19893374 Constructive 0.537
Dec 25, 2025 1 likes Deportations From Canada at Their …
well done. we need to crack down on the abuse and send those that are illegally here back. more needs to be done
well done. we need to crack down on the abuse and send those that are illegally here back. more needs to be done
Identity Attack0.14875233
Insult0.05086332
Profanity0.016957775
Threat0.042662576
Severe Toxicity0.0059890747
Low Tox 0.19893374 Moderate Con 0.479 Call_To_Action
Oct 1, 2025 IRCC Names India in Study …
Bike man is just saying what we all think. Third worlders do not belong in the west, expect for a rare few.
Bike man is just saying what we all think. Third worlders do not belong in the west, expect for a rare few.
Identity Attack0.18002926
Insult0.06634661
Profanity0.023106437
Threat0.008556974
Severe Toxicity0.005302429
Low Tox 0.19870108 Moderate Con 0.338 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Canada is doomed 😂
Canada is doomed 😂
Identity Attack0.10221587
Insult0.0836065
Profanity0.032643758
Threat0.008919456
Severe Toxicity0.0050354004
Low Tox 0.19870108 Low Con 0.271
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The plan always was destroy western values and freedoms and economies.😢
The plan always was destroy western values and freedoms and economies.😢
Identity Attack0.058401883
Insult0.04149419
Profanity0.027137227
Threat0.043955702
Severe Toxicity0.0051116943
Low Tox 0.19870108 Low Con 0.183
Jun 18, 2025 1 likes How Canada broke its immigration …
IRCC & CBSA are a joke under the Liberal Govt.
IRCC & CBSA are a joke under the Liberal Govt.
Identity Attack0.020580608
Insult0.14150882
Profanity0.023243073
Threat0.0074048014
Severe Toxicity0.0024604797
Low Tox 0.19870108 Low Con 0.217 Policy_Critique
Sep 29, 2025 IRCC Names India in Study …
🕊🔥🔥❤️‍🔥ALL EYES ON IRAN 2026❤️‍🔥🔥🔥🔥🔥
🕊🔥🔥❤️‍🔥ALL EYES ON IRAN 2026❤️‍🔥🔥🔥🔥🔥
Identity Attack0.1508922
Insult0.033901088
Profanity0.040910475
Threat0.07323132
Severe Toxicity0.022064678
Low Tox 0.19870108 Low Con 0.263
Jan 27, 2026 Inside Canada's Indian Invasion...
Immigration fatigue from coast to coast !!!
Immigration fatigue from coast to coast !!!
Identity Attack0.12735364
Insult0.039151907
Profanity0.014805742
Threat0.007314181
Severe Toxicity0.004005432
Low Tox 0.19870108 Moderate Con 0.32 Fear_Threat
Nov 21, 2025 442 likes Quebec Ends Economic Immigration Program …
you voted for this, you fought WW2 for this
you voted for this, you fought WW2 for this
Identity Attack0.02721288
Insult0.03335018
Profanity0.041912504
Threat0.027343199
Severe Toxicity0.007896423
Low Tox 0.19870108 Moderate Con 0.341 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Deport all fraudulent applications
Deport all fraudulent applications
Identity Attack0.0543092
Insult0.045007613
Profanity0.03464781
Threat0.045572113
Severe Toxicity0.0047683716
Low Tox 0.19870108 Low Con 0.254
Sep 29, 2025 IRCC Names India in Study …
Half of india popu went to usa and canada in the last 6years😂😂😂
Half of india popu went to usa and canada in the last 6years😂😂😂
Identity Attack0.1769227
Insult0.06774519
Profanity0.049427703
Threat0.007327127
Severe Toxicity0.0065231323
Low Tox 0.19870108 Low Con 0.163 Unverified_Claim
Aug 26, 2025 Why Canadians Are Turning Against …
You're a G Tyler O!
You're a G Tyler O!
Identity Attack0.0093974555
Insult0.15769513
Profanity0.07967158
Threat0.007689608
Severe Toxicity0.0065994263
Low Tox 0.19870108 Moderate Con 0.476 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Pajeets!!!!!!!!!!
Pajeets!!!!!!!!!!
Identity Attack0.013345404
Insult0.13064787
Profanity0.2659699
Threat0.0067251488
Severe Toxicity0.016512826
Low Tox 0.19870108 Low Con 0.228 Identity_Assertion
Dec 25, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
Maybe no one wants to live in Quebec
Maybe no one wants to live in Quebec
Identity Attack0.17847598
Insult0.035774168
Profanity0.015659723
Threat0.011223801
Severe Toxicity0.0062561035
Low Tox 0.19870108 Low Con 0.281 Policy_Critique
Feb 14, 2026 Canada's tighter immigration policy divides …
When the government won't listen and just does what it wants the people will eventually turn on the immigrants who are the problem because of the government.
When the government won't listen and just does what it wants the people will eventually turn on the immigrants who are the problem because of the government.
Identity Attack0.21668483
Insult0.06407392
Profanity0.015932998
Threat0.0083886795
Severe Toxicity0.00415802
Low Tox 0.19870108 Moderate Con 0.305
Sep 17, 2025 1 likes Why Canadians Are Turning Against …
Assuming that the issues discussed in these sessions are important to Canadians and that the Liberal government is all for transparency, why are the MPs seeking information/answers on behalf Canadians so limited in time to …
Assuming that the issues discussed in these sessions are important to Canadians and that the Liberal government is all for transparency, why are the MPs seeking information/answers on behalf Canadians so limited in time to ask questions? I have watched many of these sessions and the interviewees always appear unprepared, or ignorant of how their departments function, or give evasive replies.
Identity Attack0.0102854045
Insult0.1669316
Profanity0.014634945
Threat0.0059548756
Severe Toxicity0.0015258789
Low Tox 0.19870108 Constructive 0.628
Sep 30, 2025 IRCC Names India in Study …
5/7 British soldiers in world war 2 were indian lest we forget
5/7 British soldiers in world war 2 were indian lest we forget
Identity Attack0.18546575
Insult0.039151907
Profanity0.049177196
Threat0.013476364
Severe Toxicity0.008277893
Low Tox 0.19870108 Low Con 0.26 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
Bro i almost thought this was australia or New zealand with the amount of indians i saw lol. They also use us (new zealand) to gain entry into australia since all you need is to …
Bro i almost thought this was australia or New zealand with the amount of indians i saw lol. They also use us (new zealand) to gain entry into australia since all you need is to be a NZ citizen and no visa required.
Identity Attack0.2308735
Insult0.053791173
Profanity0.066963166
Threat0.0077802283
Severe Toxicity0.006980896
Low Tox 0.19870108 Moderate Con 0.468
Jan 27, 2026 Inside Canada's Indian Invasion...
These people are financial refugees. GIMMEGRANTS
These people are financial refugees. GIMMEGRANTS
Identity Attack0.12208464
Insult0.06319981
Profanity0.029050145
Threat0.007301235
Severe Toxicity0.005760193
Low Tox 0.19870108 Low Con 0.157 Humor_Satire
Nov 21, 2025 80 likes Thousands of refugees allowed into …

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.