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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
Active: "😂😂 some of the best …" 247 comments · Page 9 of 10
Thank you for creating this video. It expressed how I feel. The lady explained it best. We're all just tired .
Thank you for creating this video. It expressed how I feel. The lady explained it best. We're all just tired .
Identity Attack0.008176526
Insult0.012186904
Profanity0.024814399
Threat0.011689849
Severe Toxicity0.00289917
Low Tox 0.034513097 Constructive 0.645
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
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
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 – …
Nature abhors emptiness! If you don’t take care of the trees in your garden, other plants will take over! As you say, it was a small farming town, so others saw an opportunity. Faced with …
Nature abhors emptiness! If you don’t take care of the trees in your garden, other plants will take over! As you say, it was a small farming town, so others saw an opportunity. Faced with a need, they have started to respond to it, and this is how we progress. Today, the fastest and most motivated move forward, regardless of their background. It is essential that life goes on, animated by the belief in prosperity and, above all, by generosity, so that we can share the true essence of life. I follow you from Paris and I wish you all the best.
Identity Attack0.0032003147
Insult0.017872108
Profanity0.01442999
Threat0.006653947
Severe Toxicity0.0010156631
Low Tox 0.032156147 Constructive 0.819 Solidarity
Dec 21, 2025 Inside Canada's Indian Metropolis (Brampton)
best video. I had my test last night. Scored 18/20 in just 6 minutes. All 18 questions were from the video, remaining 2 were new.
best video. I had my test last night. Scored 18/20 in just 6 minutes. All 18 questions were from the video, remaining 2 were new.
Identity Attack0.00932346
Insult0.010666896
Profanity0.02522431
Threat0.011223801
Severe Toxicity0.0029182434
Low Tox 0.03192045 Constructive 0.536 Meta_Commentary
Feb 3, 2026 3 likes Canadian Citizenship Test 2025 – …
Leaving Brampton was the best decision I made
Leaving Brampton was the best decision I made
Identity Attack0.006696612
Insult0.011844902
Profanity0.013849284
Threat0.008556974
Severe Toxicity0.0015735626
Low Tox 0.030034892 Moderate Con 0.415
Oct 1, 2025 364 likes Inside Canada's Indian Metropolis (Brampton)
Lindu p4_jeet doing their best thing 😂
Lindu p4_jeet doing their best thing 😂
Identity Attack0.0064006294
Insult0.019999169
Profanity0.027410502
Threat0.008220384
Severe Toxicity0.0025558472
Low Tox 0.02920996 Low Con 0.264 Humor_Satire
Feb 11, 2026 Inside Canada's Indian Invasion...
This is living proof tyler is the best ! how did he even come across this
This is living proof tyler is the best ! how did he even come across this
Identity Attack0.0041992567
Insult0.012756908
Profanity0.019075647
Threat0.007961469
Severe Toxicity0.001783371
Low Tox 0.028974265 Moderate Con 0.369
Jan 27, 2026 Inside Canada's Indian Invasion...
People don't have kids because they can't afford it. Make life affordable and Canadians will have more kids. That's the best solution.
People don't have kids because they can't afford it. Make life affordable and Canadians will have more kids. That's the best solution.
Identity Attack0.0093974555
Insult0.012338906
Profanity0.009570839
Threat0.006537435
Severe Toxicity0.0010299683
Low Tox 0.028149333 Moderate Con 0.395 Economic_Argument
Aug 25, 2025 672 likes Why Canadians Are Turning Against …
This is the best take I've ever seen. Great job keep them coming.
This is the best take I've ever seen. Great job keep them coming.
Identity Attack0.0042177555
Insult0.011046898
Profanity0.018119188
Threat0.009411395
Severe Toxicity0.0018978119
Low Tox 0.025556687 Moderate Con 0.476
Aug 27, 2025 2 likes Why Canadians Are Turning Against …
To all my viewers and subscribers, I really appreciate your comments. Although I'm late to respond to some due to the overwhelming amount, I'll do my best to touch base. Once again, I want to …
To all my viewers and subscribers, I really appreciate your comments. Although I'm late to respond to some due to the overwhelming amount, I'll do my best to touch base. Once again, I want to thank you all for your engagement. Stay tuned for more. 😊😊😊
Identity Attack0.007991537
Insult0.009906891
Profanity0.018255826
Threat0.0100069
Severe Toxicity0.0019168854
Low Tox 0.025085296 Constructive 0.679 Meta_Commentary
Aug 30, 2025 3 likes Why Canadians Are Turning Against …
Lowkey the best Solution: $1= Rs1 😅
Lowkey the best Solution: $1= Rs1 😅
Identity Attack0.0058456613
Insult0.011578901
Profanity0.022764845
Threat0.009929225
Severe Toxicity0.0021743774
Low Tox 0.02449606 Moderate Con 0.305 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Best YouTube channel ever 💯💯
Best YouTube channel ever 💯💯
Identity Attack0.007029593
Insult0.010476895
Profanity0.023994578
Threat0.009696201
Severe Toxicity0.002784729
Low Tox 0.023671126 Moderate Con 0.373 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Im from the Netherlands ive been trying 2 years to move to Canada and its been difficult for me and now i see this im like i think Brampton might be my best try to …
Im from the Netherlands ive been trying 2 years to move to Canada and its been difficult for me and now i see this im like i think Brampton might be my best try to get into Canada😂
Identity Attack0.011321344
Insult0.009944891
Profanity0.015249812
Threat0.0076507707
Severe Toxicity0.0014305115
Low Tox 0.023199737 Constructive 0.548 Personal_Narrative
Feb 6, 2026 Inside Canada's Indian Invasion...
But but the liberal government in Canada knows what is best for you . REMEMBER?
But but the liberal government in Canada knows what is best for you . REMEMBER?
Identity Attack0.0068446035
Insult0.012680908
Profanity0.010177165
Threat0.00636914
Severe Toxicity0.00091552734
Low Tox 0.022728346 Low Con 0.235
Aug 25, 2025 Why Canadians Are Turning Against …
Tyler Oliveira will always be superior . Best place to get honest insight and first look is his channel. Thank you for such peak entertainment, genuine knowledge, and honest news .
Tyler Oliveira will always be superior . Best place to get honest insight and first look is his channel. Thank you for such peak entertainment, genuine knowledge, and honest news .
Identity Attack0.0044582416
Insult0.011274899
Profanity0.015488927
Threat0.0073789097
Severe Toxicity0.0011301041
Low Tox 0.022728346 Constructive 0.503 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
We take the best Canada can have the rest.
We take the best Canada can have the rest.
Identity Attack0.00899048
Insult0.010932897
Profanity0.010552917
Threat0.0074436385
Severe Toxicity0.0012302399
Low Tox 0.02249265 Moderate Con 0.37
Nov 24, 2025 Quebec Ends Economic Immigration Program …
thank you so much I was passad my best 19 out of 20.
thank you so much I was passad my best 19 out of 20.
Identity Attack0.0034777985
Insult0.010970897
Profanity0.014703264
Threat0.007365964
Severe Toxicity0.0012588501
Low Tox 0.021785567 Constructive 0.543 Meta_Commentary
Dec 24, 2025 1 likes Canadian Citizenship Test 2025 – …
Special thanks to everyone who made comments to strengthen the credibility of this collection of questions. Indeed they are of immense help. Just passed 19/20 solely by playing this video 3x and on 2x speed. …
Special thanks to everyone who made comments to strengthen the credibility of this collection of questions. Indeed they are of immense help. Just passed 19/20 solely by playing this video 3x and on 2x speed. Best of luck everyone 🍁
Identity Attack0.0058826595
Insult0.00971689
Profanity0.018597418
Threat0.009178371
Severe Toxicity0.001783371
Low Tox 0.021549871 Constructive 0.647 Meta_Commentary
Dec 18, 2025 7 likes Canadian Citizenship Test 2025 – …
Good evening! I just want to say thank you to the person who made and uploaded this video. I only listened to this video twice and passed my citizenship examination today. All the questions and …
Good evening! I just want to say thank you to the person who made and uploaded this video. I only listened to this video twice and passed my citizenship examination today. All the questions and answers in this video are very helpful. I highly recommend this video to those who are planning to take their citizenship exam. I wish you all the best. Cheers!
Identity Attack0.007029593
Insult0.009089886
Profanity0.01805087
Threat0.009385503
Severe Toxicity0.0018119812
Low Tox 0.02107848 Constructive 0.711 Personal_Narrative
Jun 2, 2025 5 likes Canadian Citizenship Test 2025 – …
The guy on the bike gave the best answers and commentary.
The guy on the bike gave the best answers and commentary.
Identity Attack0.0013689207
Insult0.011008898
Profanity0.010245483
Threat0.006770459
Severe Toxicity0.0007534027
Low Tox 0.018723432 Moderate Con 0.391 Meta_Commentary
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Wow.... That's.... Underwhelming. We have quite a few issues going on and I have a hard time believing that's the best they could come up with.
Wow.... That's.... Underwhelming. We have quite a few issues going on and I have a hard time believing that's the best they could come up with.
Identity Attack0.0028673338
Insult0.009982891
Profanity0.014395831
Threat0.00704232
Severe Toxicity0.0010299683
Low Tox 0.018095128 Moderate Con 0.472 Policy_Critique
Jan 20, 2026 1 likes Canada’s new rules in 2026
I now passed 18/20. I've used many different sources. This was the BEST. 99% of questions came from here. MUCH THANKS!!!😊
I now passed 18/20. I've used many different sources. This was the BEST. 99% of questions came from here. MUCH THANKS!!!😊
Identity Attack0.0042917514
Insult0.009279887
Profanity0.01579636
Threat0.007754337
Severe Toxicity0.0014686584
Low Tox 0.018095128 Constructive 0.646 Personal_Narrative
Jun 2, 2025 3 likes Canadian Citizenship Test 2025 – …
STOP going to USA, unless you want to see their JAIL 😢 Lots of problems in states, zero safety 😮 At the moment Canada is the best country in the world for safety.
STOP going to USA, unless you want to see their JAIL 😢 Lots of problems in states, zero safety 😮 At the moment Canada is the best country in the world for safety.
Identity Attack0.0011994684
Insult0.002749452
Profanity0.000105210725
Threat0.0029555399
Severe Toxicity0.000006617666
Low Tox 0.017347202 Comparative_Framing
Dec 10, 2025
18,000 is the best we can do. There's 18,000 coming into Calgary alone
18,000 is the best we can do. There's 18,000 coming into Calgary alone
Identity Attack0.004328749
Insult0.007645877
Profanity0.011253181
Threat0.008738215
Severe Toxicity0.001115799
Low Tox 0.017215505 Moderate Con 0.345
Feb 10, 2026 Deportations From Canada at Their …

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.