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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: "you should do a video …" 1,144 comments · Page 29 of 46
14:25 The fellow speaking here says the government isn't being honest about how the country is changing. That's simply not true: the goverment has acknowledged the problem, and that immigration has happened too fast. To …
14:25 The fellow speaking here says the government isn't being honest about how the country is changing. That's simply not true: the goverment has acknowledged the problem, and that immigration has happened too fast. To make matters worse, this fellow then makes a dishonest claim himself. The 817,000 arrivals during the first three months of 2025, that he claims is not immigration, but a population bomb. He's not telling you that this figure is not reflective of people seeking to remain in Canada permanently. The figure includes student visas, work permit holders including work permit extensions: many of these people will benefit Canada and then go back to their countries. If you look at the FAR more relevant figures for actual population growth, they show that the population will grow MUCH more slowly in 2025 than it did in 2024. I'm disappointed that the person who made this video did not see fit to provide real context to all this anti-immigrant sentiment. Inflating the problem is dangerous. The economic hurt is real, but throwing into the mix completely misleading figures about how fast the population is growing only serves to weaponize the pain being felt from the economy, against immigrants. We can't have a lucid conversation about the problem and the solutions, if the medium is this non-existent standard for fact-checking. Channel owner, please do better.
Identity Attack0.019274252
Insult0.059061307
Profanity0.017845914
Threat0.0084793
Severe Toxicity0.0024795532
Low Tox 0.11202335 Constructive 0.773 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
You should also make a video on the Italian invastion of the Ontario government in Canada. They've captured the goverment and are given tens of billions in government contracts and grants, back-door deals, and heads …
You should also make a video on the Italian invastion of the Ontario government in Canada. They've captured the goverment and are given tens of billions in government contracts and grants, back-door deals, and heads up on projects (413 highway) before the public knows so Italians can buy up all the land. Check out the companies that received funding from the Skills and Development fund. Mostly Italian companies and donors to his government. It's also ironic, because this government lobbied for more and more immigrants and opened up scam colleges to bring immigrants in and exploit them for low wages. But na, let's ignore all that and blame immigrants for everyone's problems.
Identity Attack0.057492398
Insult0.05203446
Profanity0.017709278
Threat0.007832011
Severe Toxicity0.0030517578
Low Tox 0.11202335 Constructive 0.582 Unverified_Claim
Mar 1, 2026 Inside Canada's Indian Invasion...
Excellent video. As a white Canadian of European background, I love Indian people. They do their best to find a place in this world and to contribute to Canada in any way they can. With …
Excellent video. As a white Canadian of European background, I love Indian people. They do their best to find a place in this world and to contribute to Canada in any way they can. With that being said, there are bad apples everywhere; let's not judge all by the actions of a few.
Identity Attack0.10221587
Insult0.026058068
Profanity0.019758832
Threat0.0076119336
Severe Toxicity0.0025749207
Low Tox 0.11202335 Constructive 0.794
Oct 3, 2025 12 likes Inside Canada's Indian Metropolis (Brampton)
Hi from Indiana. I’m not familiar with life in Canada and I’m shocked to watch what is going on right now in your video. Maybe it’s not too late if your government can figure out …
Hi from Indiana. I’m not familiar with life in Canada and I’m shocked to watch what is going on right now in your video. Maybe it’s not too late if your government can figure out to modify some of the immigration laws that will give back the power, the benefit, and advantage to a natural born Canadian. 800 thousand foreigners coming in in the last three months? What’s with that? That’s so shocking. Looks like a legalized invasion/occupation. I’m like you, I was a legal immigrant from Asia in the late 70s retired now and love my great state of Indiana. My family has been here for almost 50 years fully acculturated to the values and culture of American life with my husband and two grown boys. This is my adopted beloved country now. I am everything that it is about. I still know how to speak my birth language only when I go home for vacation. I don’t use it even to speak to a fellow Asian when I see that an English speaking native born American is within ear’s reach. That young lady might be dead with brain tumor before she gets her MRI. That’s unacceptable. Here you go to the ER and if you need an MRI you get admitted and most like have it the next day. Or Y
Identity Attack0.06294931
Insult0.035443626
Profanity0.01982715
Threat0.0074436385
Severe Toxicity0.0029945374
Low Tox 0.11192002 Constructive 0.824
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Bro casually comes up with a another eye opening video
Bro casually comes up with a another eye opening video
Identity Attack0.014551271
Insult0.022899706
Profanity0.052183274
Threat0.025789235
Severe Toxicity0.0060653687
Low Tox 0.11192002 Low Con 0.224 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
2:00 that's exactly it. Move wherever you want, look for better opportunities, but please try to align yourself with the natural ideals of wherever you're off too. If Logan Paul moved to Japan, and acted …
2:00 that's exactly it. Move wherever you want, look for better opportunities, but please try to align yourself with the natural ideals of wherever you're off too. If Logan Paul moved to Japan, and acted how he acted in that infamous unnamed video, you think they would let him stay? No, and that's not racist, that's protecting your heritage, your culture, your values. Peace to all.
Identity Attack0.042292643
Insult0.027218282
Profanity0.025360947
Threat0.008246276
Severe Toxicity0.0031852722
Low Tox 0.11181668 Constructive 0.745 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Video went from street interviews to Breaking Bad
Video went from street interviews to Breaking Bad
Identity Attack0.009619443
Insult0.023093075
Profanity0.04216301
Threat0.014393489
Severe Toxicity0.0036621094
Low Tox 0.11171334 Low Con 0.151 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
Tyler. read "EASY MEAT" book by Peter McLoughlin then do the final boss video... the rp gangs in UK. 1M victims.
Tyler. read "EASY MEAT" book by Peter McLoughlin then do the final boss video... the rp gangs in UK. 1M victims.
Identity Attack0.012842959
Insult0.030816011
Profanity0.020783609
Threat0.022163315
Severe Toxicity0.0035858154
Low Tox 0.11161 Moderate Con 0.458 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Title of this video should be "How Mass Immigration Broke Canada".
Title of this video should be "How Mass Immigration Broke Canada".
Identity Attack0.06613251
Insult0.02264188
Profanity0.0128245065
Threat0.010188141
Severe Toxicity0.0027275085
Low Tox 0.11150667 Low Con 0.181 Policy_Critique
Jun 20, 2025 7 likes How Canada broke its immigration …
I know why an American youtuber is making this video it's all geopolitics. Listen , Canada wants to be an independent country, with a slogan like “Buy Canadian, Build Canadian.” For that, it needs talent …
I know why an American youtuber is making this video it's all geopolitics. Listen , Canada wants to be an independent country, with a slogan like “Buy Canadian, Build Canadian.” For that, it needs talent from Europe and Asia as well. But the USA doesn’t want this to happen, so these propaganda channels are becoming active. Look at the timing of this video. Keep in mind that the most brilliant minds from Asia, Europe, and even your own country are working for Canada that’s why companies are recruiting them so assuming they have no civic sense doesn't make sense . At the same time, you must be able to identify the moles among them. Trudeau has already given authority to an alleged Indian terrorist within his regime. A wise decision is needed for your country's growth
Identity Attack0.050671257
Insult0.039444692
Profanity0.019143965
Threat0.0074306927
Severe Toxicity0.002861023
Low Tox 0.11129999 Constructive 0.531 Unverified_Claim
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Gotta say, I love how kind and friendly (and open) everyone was on this video. People are normally so rude in your videos but vibes were different.
Gotta say, I love how kind and friendly (and open) everyone was on this video. People are normally so rude in your videos but vibes were different.
Identity Attack0.011765319
Insult0.031146556
Profanity0.06796519
Threat0.008362788
Severe Toxicity0.0035858154
Low Tox 0.11129999 Constructive 0.612 Solidarity
Feb 3, 2026 2 likes Inside Canada's Indian Invasion...
It saddens me for what this country has become. When I first came here, I saw the potential of what I could do in this country but that is not the case anymore. I, amongst …
It saddens me for what this country has become. When I first came here, I saw the potential of what I could do in this country but that is not the case anymore. I, amongst many immigrants from India, try every bit possible to assimilate in the society and believe me we have, almost at par with Canadian values. However, post-covid, everyone seems to judge every east Indian on the same grounds as outlined by the speakers in this video. My opinion is, people who do not respect the laws and traditions of this country should go back to their countries (regardless of who they are) and do all your propaganda there especially all the international ones. Like I came here for a better future and I feel I am getting a worsened experience due to all this toxicity for colored people and their behaviour of course.
Identity Attack0.089973204
Insult0.033790905
Profanity0.019690514
Threat0.007094103
Severe Toxicity0.0028419495
Low Tox 0.11088664 Constructive 0.767
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
In your next video don't forget to mention how businesses (small & large) get incentives via government subsidies to hire immigrants. Teenagers and uni students born here can't find jobs at fast food places anymore …
In your next video don't forget to mention how businesses (small & large) get incentives via government subsidies to hire immigrants. Teenagers and uni students born here can't find jobs at fast food places anymore because those places are full of people who barely speak the language.
Identity Attack0.054763943
Insult0.032028005
Profanity0.011902207
Threat0.006304411
Severe Toxicity0.0016212463
Low Tox 0.11088664 Constructive 0.646 Policy_Critique
Sep 19, 2025 172 likes Inside Canada's Indian Metropolis (Brampton)
The guy with the vest an helment was the star of this video. 😂
The guy with the vest an helment was the star of this video. 😂
Identity Attack0.011173353
Insult0.027841117
Profanity0.038906425
Threat0.010913103
Severe Toxicity0.004825592
Low Tox 0.11057663 Low Con 0.272 Humor_Satire
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Make this video in Fremont CA its lil Mumbai over there
Make this video in Fremont CA its lil Mumbai over there
Identity Attack0.036620867
Insult0.022706337
Profanity0.049427703
Threat0.019918699
Severe Toxicity0.006790161
Low Tox 0.1104733 Moderate Con 0.339 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Geez the repetition in these videos.... You all do it now...
Geez the repetition in these videos.... You all do it now...
Identity Attack0.015053716
Insult0.021481665
Profanity0.04892669
Threat0.023371955
Severe Toxicity0.007247925
Low Tox 0.1100022 Low Con 0.224 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I would consider myself a liberal. I 💯 agree with this video!! I not only demand the government, but the liberals as well, to open their eyes!
I would consider myself a liberal. I 💯 agree with this video!! I not only demand the government, but the liberals as well, to open their eyes!
Identity Attack0.039456755
Insult0.028171662
Profanity0.022628209
Threat0.013113883
Severe Toxicity0.00333786
Low Tox 0.1100022 Constructive 0.602
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
That was a weird ending to the video…
That was a weird ending to the video…
Identity Attack0.0075105648
Insult0.020901557
Profanity0.036401358
Threat0.010110466
Severe Toxicity0.0044059753
Low Tox 0.1100022 Low Con 0.274 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
Next video, Brits retiring in Spain. Need to see that doc
Next video, Brits retiring in Spain. Need to see that doc
Identity Attack0.060675595
Insult0.023608726
Profanity0.025634222
Threat0.012751401
Severe Toxicity0.0041007996
Low Tox 0.10913446 Low Con 0.269 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Good video, shows the various viewpoints from new and old Canadians. Some point out legitimate problems with the large influx of people in a short period and issues with integration. Some are just bigoted calling …
Good video, shows the various viewpoints from new and old Canadians. Some point out legitimate problems with the large influx of people in a short period and issues with integration. Some are just bigoted calling Brampton 'brown town' because all they see is skin colour. Many of the interviewees disparage India but fail to acknowledge it is rapidly advancing recently becoming the 5th biggest economy and on track to be 3rd by 2030.
Identity Attack0.0775651
Insult0.031036375
Profanity0.014259194
Threat0.0077154995
Severe Toxicity0.0024223328
Low Tox 0.10826672 Constructive 0.777
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Tyler, hi from Russia. I'm using a VPN to watch your video, but soon I won't even have that option. They're promising to shut down the internet in Russia on March 1st. Our government is …
Tyler, hi from Russia. I'm using a VPN to watch your video, but soon I won't even have that option. They're promising to shut down the internet in Russia on March 1st. Our government is doing it. We're already cut off from half the world. It's scary to live in Russia. We used to have peace, but now our country is restricting us. Goodbye, Tyler. 😢❤ Тайлер, привет из России, я сижу на vpn что бы увидеть твой ролик, но скоро у меня не будет даже такой возможности с 1 марта в России обещают отключить интернет, это делает наше государство, мы уже отрезаны от половины мира, (многое я не могу говорить) в России страшно жить, когда то у нас было спокойно, но теперь нас ограничевает наша страна, прощай Тайлер😢❤
Identity Attack0.04641757
Insult0.0314771
Profanity0.070942834
Threat0.012285355
Severe Toxicity0.0077438354
Low Tox 0.10783285 Constructive 0.622 Personal_Narrative
Feb 19, 2026 3 likes Inside Canada's Indian Invasion...
The video also doesn't really do a good job of concluding. Props to the religious orgs who hand out food and have food banks. Good to care for others and look to take care of …
The video also doesn't really do a good job of concluding. Props to the religious orgs who hand out food and have food banks. Good to care for others and look to take care of others who are poor in the area. That's good religious orgs. A community that cares. Obviously more immigrants from the area is a good thing for relations between India - Canada and other SEA countries. Also, Brampton has been able to generate lots of revenue and wealth. Lots of successful business. Good for Canadian culture as well given we are a multicultural country. Personally, I didn't learn much about India going through school but I am sure there are lots of interesting connections between India and Canada. 😄
Identity Attack0.043581683
Insult0.034341812
Profanity0.028776871
Threat0.009540852
Severe Toxicity0.002861023
Low Tox 0.10739898 Constructive 0.843
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
"I don't feel any difference between India and Canada" Yeah you got the point of the Video (Because they are everywhere)
"I don't feel any difference between India and Canada" Yeah you got the point of the Video (Because they are everywhere)
Identity Attack0.10221587
Insult0.024511116
Profanity0.012926984
Threat0.006155535
Severe Toxicity0.0025177002
Low Tox 0.10739898 Moderate Con 0.406 Identity_Assertion
Dec 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I am a newly arriving immigrant Indian. Been a year now and I have a good job and I am really loving what Canada has to offer. I agree with the frustration - I find …
I am a newly arriving immigrant Indian. Been a year now and I have a good job and I am really loving what Canada has to offer. I agree with the frustration - I find myself cringing at the videos of people violating public norms of decency, and the job market is really bad now for services as companies are employing a lot of migrants for a cheaper price. Immigration control, regulation of companies so they cant go below a %age of Canadian citizen/residents along with effective government stimuli to boost the economy by targetting certain industries will tackle a lot of the problems. As for people discarding garbage anywhere and other unwanted behavior - name and shame. These videos are also going public at least in India as a source of great shame and the more eyes on it, the less people will repeat things of this nature.
Identity Attack0.06340405
Insult0.034451995
Profanity0.019007329
Threat0.007521313
Severe Toxicity0.0027656555
Low Tox 0.10696511 Constructive 0.865
Aug 26, 2025 Why Canadians Are Turning Against …
This past summer, a group of these people were shooting live rounds off of a bridge in Muskoka... Police did absolutely nothing to them until public outrage grew. They had video evidence complete with clear …
This past summer, a group of these people were shooting live rounds off of a bridge in Muskoka... Police did absolutely nothing to them until public outrage grew. They had video evidence complete with clear faces, vehicles and license plates ....
Identity Attack0.0042732526
Insult0.015568925
Profanity0.014361672
Threat0.12996206
Severe Toxicity0.0040245056
Low Tox 0.10696511 Moderate Con 0.449 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...

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.