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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 #}

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Active: ""They look the same and …" 971 comments · Page 35 of 39
This video was highlighted on The Pleb’s channel. I’m subscribed now looking forward to more of your work. Cheers!… and be safe.
This video was highlighted on The Pleb’s channel. I’m subscribed now looking forward to more of your work. Cheers!… and be safe.
Identity Attack0.006881601
Insult0.013668913
Profanity0.023721304
Threat0.010472948
Severe Toxicity0.0022697449
Low Tox 0.037577134 Constructive 0.548 Meta_Commentary
Jan 30, 2026 1 likes Inside Canada's Indian Invasion...
My parents immigrated in the early 90s and I was born in Canada. It’s very hard to relate to the new immigrants in the last 10 years because we’re so different. The families that immigrated …
My parents immigrated in the early 90s and I was born in Canada. It’s very hard to relate to the new immigrants in the last 10 years because we’re so different. The families that immigrated in the 80s and 90s had to assimilate and become “Canadian” which in hindsight was for the best. I learned about my culture and language at home, but my parents, emphasized the importance of being “Canadian first” and being a part of society and “fitting in.” This wasn’t at all a bad thing. I learned to ski, skate, make ice lollies with snow and syrup, went camping, played sports… I feel embarrassed when Indians are looked at in this light, but its true. 90% of this new wave of immigrants on “student visas,” dont intend to actually obtain any sort of an education, instead they use it as a pathway for permanent residency. I know this because I have relatives who say this out loud behind closed doors. I don’t agree with any of it, and quite frankly it’s very embarrassing, but most of us first generation Indian Canadians feel very upset about how its all played out and the negative light in which our people are now viewed under. Personally, I agree they arent interested in becoming culturally Canadian, they just want to be in Canada for financial reasons. They stay in their groups, dont integrate and think somehow this will play out well. It isnt discrimination when your own people also feel this way. I have yet to meet a first gen Canadian who disagrees
Identity Attack0.02138452
Insult0.017088935
Profanity0.014874061
Threat0.0066215824
Severe Toxicity0.0014781952
Low Tox 0.037577134 Constructive 0.762 Personal_Narrative
Feb 3, 2026 Inside Canada's Indian Metropolis (Brampton)
Maxime Bernier warned against the dangers of mass immigration. That was years ago. Look where we are at now.
Maxime Bernier warned against the dangers of mass immigration. That was years ago. Look where we are at now.
Identity Attack0.017465452
Insult0.012528907
Profanity0.010160086
Threat0.007197669
Severe Toxicity0.0011396408
Low Tox 0.037577134 Moderate Con 0.437 Policy_Critique
Feb 26, 2026 3 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
This is what demographic collapse looks like.
This is what demographic collapse looks like.
Identity Attack0.008657498
Insult0.011654901
Profanity0.0128245065
Threat0.0072882893
Severe Toxicity0.0015544891
Low Tox 0.03734144 Low Con 0.186 Fear_Threat
Feb 11, 2026 Canada's tighter immigration policy divides …
That "safehouse" look like student dormitory. Looks like international students running businesses
That "safehouse" look like student dormitory. Looks like international students running businesses
Identity Attack0.011247349
Insult0.015644927
Profanity0.011577694
Threat0.006356194
Severe Toxicity0.0010585785
Low Tox 0.037105743 Low Con 0.296 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Looks just like Australia if it was cold
Looks just like Australia if it was cold
Identity Attack0.014551271
Insult0.012984909
Profanity0.017162729
Threat0.008065036
Severe Toxicity0.0022220612
Low Tox 0.037105743 Moderate Con 0.32 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Dude, go look at Canada's immigration website. Canada is actively recruiting immigrants.
Dude, go look at Canada's immigration website. Canada is actively recruiting immigrants.
Identity Attack0.02037963
Insult0.013516913
Profanity0.010740792
Threat0.006356194
Severe Toxicity0.0011110306
Low Tox 0.037105743 Low Con 0.203 Policy_Critique
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
I'm surprised how nice and clean that city looks. I have been to many Canadian city's that are not this clean.
I'm surprised how nice and clean that city looks. I have been to many Canadian city's that are not this clean.
Identity Attack0.017264472
Insult0.016784932
Profanity0.010740792
Threat0.006272047
Severe Toxicity0.0009012222
Low Tox 0.036870047 Constructive 0.636 Comparative_Framing
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
I have to say the video at 25:00 really looks like AI generated. While not inaccurate of experiences i think more weight would be given for real world examples.
I have to say the video at 25:00 really looks like AI generated. While not inaccurate of experiences i think more weight would be given for real world examples.
Identity Attack0.008028535
Insult0.014314918
Profanity0.020920247
Threat0.009100696
Severe Toxicity0.0021266937
Low Tox 0.036870047 Constructive 0.635 Meta_Commentary
Aug 26, 2025 Why Canadians Are Turning Against …
I think it is important to give some scrutiny and take a thorough look at things. Some give free food but it does not mean they are contributing net to our society. In the past …
I think it is important to give some scrutiny and take a thorough look at things. Some give free food but it does not mean they are contributing net to our society. In the past many local Canadians volunteered extensively in our community. That has gone away in present day. Dont let someone giving a free lunch fool you into thinking they do nothing wrong
Identity Attack0.0046987277
Insult0.018774498
Profanity0.015830519
Threat0.006925808
Severe Toxicity0.0008773804
Low Tox 0.035220183 Constructive 0.791
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Not missing all here in welland dain city port colbonre st cathrines thorld and Niagara falls they are here your just not looking 😂
Not missing all here in welland dain city port colbonre st cathrines thorld and Niagara falls they are here your just not looking 😂
Identity Attack0.004180758
Insult0.017227544
Profanity0.01309778
Threat0.006641001
Severe Toxicity0.001115799
Low Tox 0.034984488 Moderate Con 0.447
Oct 6, 2025 IRCC Names India in Study …
Good the more immigrants that leave the better it will be for Canada they come here for a better life for safety for this for that they're all set up by the government giving houses …
Good the more immigrants that leave the better it will be for Canada they come here for a better life for safety for this for that they're all set up by the government giving houses cars don't have to worry about nothing it's all provided for them through the taxpayers money well the real Canadians are living out on the streets and eating out of garbage bins I don't have a bed or a roof over their heads due to the immigrants coming into our country then they come into our country in protest terrorist actions destroy our buildings are statues our churches block our streets hospitals shopping malls an etcetera they disrespect our rules and regulations and think they can voice their opinion on everything and get away with it they come here most of them with a green card as a visitor from another land overseas and yes they think they're a real Canadian but never contribute never done nothing for the country but just take from the real Canadians that made the country to what it is today and it's all government doing before they give a house or car or anything that they get the immigrants get if you're standing alongside of one peppermint will give it to the immigrant faster than what they'll give to a real Canadian they're more or less told to sleep on the streets and eat out of garbage bins because he's immigrants deserve nothing but the best in our country we have to show them that they are welcomed no they're not welcome anymore Canadian should come first not somebody that came in on a boat or an airplane from another country and overseas it's a government can't look after their own then they shouldn't be in the government because our prime minister is supposed to be protecting the real Canadians not the ones that are coming in over our borders I wonder if that's ever going to change probably not because they still need these foreigners votes just stay in the position where they're at Canada has become a very undeveloped country now in Canada has been put into a lot of danger due to the terrorism that's in our country from the people that they bought in our country from overseas I mean just look at all the protesting from the palestines and Hamas people what they've done so far to Canada we see it on the news just about every day ask for their rights anyways I can keep going on but it's not worth my time tomorrow is never promised it's just that I know Canada is sinking and sinking fast due to our government and their policies but when it sinks do you think the government's going to stand on board and go down with the ship nope I'll be in another country safe and sound
Identity Attack0.014712535
Insult0.008164782
Profanity0.00007872977
Threat0.0002559232
Severe Toxicity0.0000045725806
Low Tox 0.034101393 Fear_Threat
May 6, 2025 1 likes
Time to shut the gates and look better after our own who need more help than ever before
Time to shut the gates and look better after our own who need more help than ever before
Identity Attack0.0037922803
Insult0.013478912
Profanity0.012243799
Threat0.008505191
Severe Toxicity0.0011920929
Low Tox 0.034041706 Moderate Con 0.356
Sep 1, 2025 1 likes Why Canadians Are Turning Against …
Look this comedy "sorry I don't have the status". 😂 imagine the IRCC don't have the right number for student😂
Look this comedy "sorry I don't have the status". 😂 imagine the IRCC don't have the right number for student😂
Identity Attack0.0030523231
Insult0.01632893
Profanity0.013678487
Threat0.006589218
Severe Toxicity0.00092983246
Low Tox 0.034041706 Moderate Con 0.329
Nov 7, 2025 IRCC Names India in Study …
When I go to Pearson it looks and feels like Mumbai
When I go to Pearson it looks and feels like Mumbai
Identity Attack0.016460562
Insult0.014580919
Profanity0.019007329
Threat0.007909686
Severe Toxicity0.0017738342
Low Tox 0.033806015 Moderate Con 0.341 Identity_Assertion
Jan 19, 2026 45 likes Why Canada’s immigration system has …
20:30 >Safe house >Doesn't look very safe
20:30 >Safe house >Doesn't look very safe
Identity Attack0.0030708222
Insult0.012566907
Profanity0.0113727385
Threat0.00666042
Severe Toxicity0.0012159348
Low Tox 0.03357032 Low Con 0.267 Humor_Satire
Feb 28, 2026 Inside Canada's Indian Invasion...
This is a multifaceted problem for us. Firstly we keep emigrating people in, to deal with a declining population, instead of addressing the issues directly resulting in declining population, like the housing problem, cost of …
This is a multifaceted problem for us. Firstly we keep emigrating people in, to deal with a declining population, instead of addressing the issues directly resulting in declining population, like the housing problem, cost of living, under paying jobs, and astronomical Post secondary prices to get basic diplomas I know for a fact that 90's babies will be the last generation to have more then one child. Another issue is the recruitment centers in India, funded by Canadian corporations looking for cheap labor, promising the world to struggling Indians only to back out of every promise they made, and put the burden on the government and Canadians. This plus a lack of population control in India, is set that to have Indians to be over 25% of the global population in the next 50 years.
Identity Attack0.012061302
Insult0.016784932
Profanity0.0128245065
Threat0.0067186756
Severe Toxicity0.0013065338
Low Tox 0.03357032 Constructive 0.641 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
@Germans this is how Munich will look like
@Germans this is how Munich will look like
Identity Attack0.008250522
Insult0.011654901
Profanity0.017914234
Threat0.0089712385
Severe Toxicity0.0020599365
Low Tox 0.03357032 Low Con 0.234 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
that looks like Goku!
that looks like Goku!
Identity Attack0.00449524
Insult0.0107048955
Profanity0.022013342
Threat0.008815889
Severe Toxicity0.0024604797
Low Tox 0.033334624 Moderate Con 0.331
Jan 27, 2026 Inside Canada's Indian Invasion...
Looks like I’m moving to Brampton Ontario 😎✌️ I will be posting at least 5 videos per day for sure 😅
Looks like I’m moving to Brampton Ontario 😎✌️ I will be posting at least 5 videos per day for sure 😅
Identity Attack0.007214582
Insult0.011882903
Profanity0.01982715
Threat0.010654188
Severe Toxicity0.0026130676
Low Tox 0.03309893 Moderate Con 0.397 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Dude on the bike is fully aware. Prolly looked at how things in Europe and US are going
Dude on the bike is fully aware. Prolly looked at how things in Europe and US are going
Identity Attack0.011099357
Insult0.013820915
Profanity0.016479544
Threat0.008039144
Severe Toxicity0.0016307831
Low Tox 0.03309893 Low Con 0.18 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Zafar the name says it all. They are not looking.
Zafar the name says it all. They are not looking.
Identity Attack0.0062526376
Insult0.017807651
Profanity0.0128245065
Threat0.007340072
Severe Toxicity0.0009822845
Low Tox 0.03309893 Low Con 0.207 Unverified_Claim
Sep 30, 2025 IRCC Names India in Study …
Thank you so much for this video. I just passed the test with 17/20. Few questions are out of this video. And some are tricky. I did some other mock tests as well like Richmond …
Thank you so much for this video. I just passed the test with 17/20. Few questions are out of this video. And some are tricky. I did some other mock tests as well like Richmond Library, studied the map and etc. Some I remember are: 1. What is the common term for someone elected in Federal elections? A. Riding Winner B. Member of Parliament C. Senate D. Federal Executive. 2. Which of the following represents being Canadian and expresses national identity? A. Symbols like Maple leaf B. Equality C. Unity D. Human Right Commission 3. Jury duty consists of partial jurors and past jurors (in similar meaning) True or False. 4. French and English are: A. Fighting rebellion in 1800s B. French joined hands with Americans to fight against English C. Lived together for 300 years D. All of the above 5. Got a basic question about suffrage movement 6. What are prairie provinces? Saskatchewan, Alberta, Manitoba (SAM) 7. I got a question about provinces from west to east on Canada map. Please look and memorize the provinces locations. 8. Got a question about Peace Arch in Blaine 9. Question about Peace Tower like what was built after first world War. 10. Question about Aboriginals. Ans: First Nations, Metis and Inuits 11. Branches of Parliament Ans: Sovereign, House of commons and Senate 12. Courts do: Ans: Settle disputes These all what I remember. I am not sure which ones I got wrong. Might be in the first 5 I posted here. Test is not difficult but it is better to go through this video multiple times and do some other mock tests as well, in my opinion. Thank you and All the Best 😊
Identity Attack0.010729378
Insult0.017227544
Profanity0.015010698
Threat0.006647474
Severe Toxicity0.0014209747
Low Tox 0.032863233 Constructive 0.818 Personal_Narrative
Feb 10, 2026 21 likes Canadian Citizenship Test 2025 – …
One look at the person who is speaking on behalf of immigration tells why she wouldn't answer any questions.
One look at the person who is speaking on behalf of immigration tells why she wouldn't answer any questions.
Identity Attack0.012061302
Insult0.012984909
Profanity0.010194245
Threat0.006194372
Severe Toxicity0.0008201599
Low Tox 0.032391842 Low Con 0.238 Meta_Commentary
Oct 1, 2025 IRCC Names India in Study …
The fact we allowed over 3 million temporary work visa all from India should be looked into! What there are no other countries?
The fact we allowed over 3 million temporary work visa all from India should be looked into! What there are no other countries?
Identity Attack0.019776696
Insult0.011312899
Profanity0.011594773
Threat0.0063950317
Severe Toxicity0.0010108948
Low Tox 0.032156147 Moderate Con 0.338 Policy_Critique
Sep 29, 2025 449 likes IRCC Names India in Study …

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.