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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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Search comment text, filter by category or toxicity level
Active: "Thank you for this video. …" 173 comments · Page 2 of 7
Thank-you so much for this video. I am a 54 year old, white Canadian woman. I have lived in Ontario my entire life, but I don't recognize it anymore, and, if I had the money, …
Thank-you so much for this video. I am a 54 year old, white Canadian woman. I have lived in Ontario my entire life, but I don't recognize it anymore, and, if I had the money, I would leave. We are being taken over by immigrants, and we aren't allowed to say anything about it, or we are called racists. It's so unfair! How is it OK, that we are forced to remain silent as we watch our country be taken over? Our housing, our jobs, our culture; it's all being handed over to immigrants, mainly from East India and Arab countries. Even my kid's school population has become 95% East Indians and Arabs. The remaining 5% are a mix of whites, blacks, and a couple of kids from the Philippines. There is no diversity. It's just so unfair!
Identity Attack0.28034934
Insult0.12159709
Profanity0.036401358
Threat0.00951496
Severe Toxicity0.008888245
Low Tox 0.26293078 Constructive 0.754
Aug 28, 2025 7 likes Why Canadians Are Turning Against …
Thanks for making making this video they need to be stopped before it’s too late
Thanks for making making this video they need to be stopped before it’s too late
Identity Attack0.020178653
Insult0.045007613
Profanity0.06345607
Threat0.058826666
Severe Toxicity0.011749268
Low Tox 0.25462922 Moderate Con 0.322 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Who really wants to work? Especially on Mondays and Fridays! Honestly, I'd prefer to collect unemployment, live in my mom's basement, smoke weed, play video games, and complain about all the hardworking Indian folks. It …
Who really wants to work? Especially on Mondays and Fridays! Honestly, I'd prefer to collect unemployment, live in my mom's basement, smoke weed, play video games, and complain about all the hardworking Indian folks. It just seems easier than putting in the hustle. I don't understand what the problem is. If someone wants to work, we should let them. Clearly, we have different priorities. We only get one life—just enjoy it and keep complaining about all the Indian people actually doing the work. We need someone to hate and complain about so we can hide our laziness. Honestly, if they leave, we’ll have to go to work, and I don’t think that's going to be easy. So, I'll say thanks to the foreigners who are actually working and paying taxes so we can collect our welfare checks.
Identity Attack0.23239216
Insult0.08484049
Profanity0.064458095
Threat0.012596053
Severe Toxicity0.008773804
Low Tox 0.2396185 Constructive 0.586 Humor_Satire
Aug 29, 2025 Why Canadians Are Turning Against …
Thank you to that second Indian woman in this video. I love immigrants like this. You people truly enrich our country. We love you. But we've got a problem people and it's all ideology.
Thank you to that second Indian woman in this video. I love immigrants like this. You people truly enrich our country. We love you. But we've got a problem people and it's all ideology.
Identity Attack0.25309357
Insult0.06687108
Profanity0.06946823
Threat0.010110466
Severe Toxicity0.008811951
Low Tox 0.23812068 Constructive 0.701
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Thank you for this video... exactly what I've been saying once they took our Bibles out of our public schools. This was before Trudumb. Just getting 10x worse since he took office. God bless 🙏
Thank you for this video... exactly what I've been saying once they took our Bibles out of our public schools. This was before Trudumb. Just getting 10x worse since he took office. God bless 🙏
Identity Attack0.06294931
Insult0.1669316
Profanity0.023721304
Threat0.0068028234
Severe Toxicity0.0037574768
Low Tox 0.23271075 Constructive 0.582
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
As Canadian I just want to thank you for making this video and shinning a light. This country is getting destroyed
As Canadian I just want to thank you for making this video and shinning a light. This country is getting destroyed
Identity Attack0.078392304
Insult0.0638991
Profanity0.030138692
Threat0.04524883
Severe Toxicity0.007095337
Low Tox 0.23090743 Constructive 0.512 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I was born and raised here. I've given birth to 6 children whom all have issues finding employment. Because all the jobs are taken every convenience store every timorhorns, every Taco Bell, every Burger King. …
I was born and raised here. I've given birth to 6 children whom all have issues finding employment. Because all the jobs are taken every convenience store every timorhorns, every Taco Bell, every Burger King. Is taken their jobs and giving them to newcomers. I'm not against people coming over to our beautiful land and enjoying and contributing. Insane that? You've Come to us kindly respect us. Don't take Uber the way it is going right now. We are gonna be the minority and what's gonna happen 50 years down the road? Our great grandkids are gonna be going after the government. Looking for a handout because our government has given away all of our jobs. They've given away our security. I will our elderly need to work until almost the day they go in the ground, so many homeless families. Some of it. Is self situitional some of it? Is because, for a simple 3 bedroom. There's 2 grand add your hydro. Add, your heat. Winter is coming like one of the ladies in the video. Says I haven't had cable or satellite and probably 20 years. I make minimum wage working 40 hours a week. I have rent. I have a car payment. I have insurance and a warm more time. As she said, there's nothing left over. Where is our? Where is our Pat? On the back our gratitude, I am a people person. It doesn't matter color shape sighs. I love everybody as an individual but I like understanding when they're talking to me too. I don't know if this is gonna do any good. I really don't and I'm not trying to sound rude or racist cause. I am not it's just one lonely. Worker's outlook on the world and how Canada has become. Thank you to our government.
Identity Attack0.054763943
Insult0.13607834
Profanity0.058445938
Threat0.009126588
Severe Toxicity0.0062561035
Low Tox 0.22177623 Constructive 0.889
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Thank you for this honest to the point video. 0 jobs and homes for our Canada born people. Seniors need help not the immigrants.
Thank you for this honest to the point video. 0 jobs and homes for our Canada born people. Seniors need help not the immigrants.
Identity Attack0.22935481
Insult0.076819435
Profanity0.012687869
Threat0.0075083673
Severe Toxicity0.0048446655
Low Tox 0.21642438 Constructive 0.648
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
Tyler, I’m really hoping you see this post. I have such a ground breaking idea for a video, that only you could probably accomplish. After watching so much of this epstein content over the last …
Tyler, I’m really hoping you see this post. I have such a ground breaking idea for a video, that only you could probably accomplish. After watching so much of this epstein content over the last week I’ve came to a conclusion that is safe, legal and would probably be the biggest videos in history if done. Around the island is international waters. What do you think is around that island? If you see this comment just reply and I’ll give you the idea for free, I just want these horrible people brought to justice WITH PROOF!!! Thanks bud, hopefully you see this.
Identity Attack0.008213525
Insult0.1505596
Profanity0.062454045
Threat0.010705971
Severe Toxicity0.004386902
Low Tox 0.19986437 Constructive 0.641 Meta_Commentary
Feb 7, 2026 Inside Canada's Indian Invasion...
Thanks for the video but the us is far from being the greatest country on earth
Thanks for the video but the us is far from being the greatest country on earth
Identity Attack0.11512129
Insult0.046178754
Profanity0.048175167
Threat0.012026439
Severe Toxicity0.0074768066
Low Tox 0.19939905 Moderate Con 0.301 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Thanks for making this video! What's crazy that people might not understand is it's not isolated to just that city. It's every major populated city in Canada is getting overrun. Most minimum wage jobs and …
Thanks for making this video! What's crazy that people might not understand is it's not isolated to just that city. It's every major populated city in Canada is getting overrun. Most minimum wage jobs and security are always 95% Indians. I don't understand how this was aloud..
Identity Attack0.17459276
Insult0.07270074
Profanity0.03715288
Threat0.0071588317
Severe Toxicity0.004711151
Low Tox 0.19789438 Constructive 0.71 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
As a Canadian, one that lives in GTA at that. Thank you for this video! We have two first languages (French & English)..yet speaking Punjabi is now an asset. Tim Hortons & McDonald’s used to …
As a Canadian, one that lives in GTA at that. Thank you for this video! We have two first languages (French & English)..yet speaking Punjabi is now an asset. Tim Hortons & McDonald’s used to be for our youth…now they can’t get jobs. The one thing we all loved growing up is the fact that our country was so diverse/multicultural. So many people actually born here either move further or have been leaving the country because theres damn near no more Canada. I’m just glad someone finally made an actual video talking about this 🙏🏽Not everyone is a problem, it’s really the past 3-4years that have been awful
Identity Attack0.057492398
Insult0.0654725
Profanity0.25458565
Threat0.0074048014
Severe Toxicity0.008277893
Low Tox 0.18174082 Constructive 0.805 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Humans, like any other animals, have survival instincts. Seeing a threat, would make me scared of all related things as a threat. Our prejudices develop and little few percentage in any community can make us …
Humans, like any other animals, have survival instincts. Seeing a threat, would make me scared of all related things as a threat. Our prejudices develop and little few percentage in any community can make us hate the whole community. The gentleman in first half of the video mentioned “They sell among themselves and they live among themselves “, could’ve most probably come from his personal experience which might not have been the best and influenced from the dirty politics. 2nd part of the video shows two gentlemen saying “everyone is welcome”. Maybe it’s high time to break that instinct survival barrier and see if all are welcomed for the free food, belongingness and if they’re paying taxes. Also, not being unaware of the criminals that are there in every community of every society. Should they be the ones holding power to our narrative? Thank you for doing this video and showing both sides! Hope this brings more peace and prosperity in the society and within ourselves.
Identity Attack0.028418748
Insult0.082619295
Profanity0.07611542
Threat0.012803185
Severe Toxicity0.0048828125
Low Tox 0.18079062 Constructive 0.799
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Thank you for posting this. This video need to go viral. I love the impute from legal immigrants with their own frustration. Thank you fellow Canadians ❤🇨🇦 For now my flag has been hanging upside …
Thank you for posting this. This video need to go viral. I love the impute from legal immigrants with their own frustration. Thank you fellow Canadians ❤🇨🇦 For now my flag has been hanging upside down
Identity Attack0.14019285
Insult0.062150877
Profanity0.017572641
Threat0.011922873
Severe Toxicity0.004711151
Low Tox 0.17025198 Constructive 0.684 Solidarity
Sep 7, 2025 4 likes Why Canadians Are Turning Against …
"The Nexy Day" Lol JkJk Dope video Tyler! Thanks man!
"The Nexy Day" Lol JkJk Dope video Tyler! Thanks man!
Identity Attack0.013244915
Insult0.047935467
Profanity0.10797132
Threat0.011172019
Severe Toxicity0.008010864
Low Tox 0.1641865 Moderate Con 0.419 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
As a Canadian, thank you for making this. I hope it’s clear to everyone how, while good people, the majority of interviewees in this video are taking advantage of our country because we’re “nice” and …
As a Canadian, thank you for making this. I hope it’s clear to everyone how, while good people, the majority of interviewees in this video are taking advantage of our country because we’re “nice” and they aren’t able to sort things out in their own. The majority of these people aren’t highly educated and came in on student visas and you’ve got to wonder why our government allowed this. It’s made a lot of things worse for people who lived here already, including immigrants. No racism just frustration.
Identity Attack0.09824528
Insult0.06984934
Profanity0.017504321
Threat0.0075083673
Severe Toxicity0.0035858154
Low Tox 0.15545623 Constructive 0.786 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
thank you for this video. if you want to come to canada and be a part of canada you are welcome. but if you want to come and turn it into the country you came …
thank you for this video. if you want to come to canada and be a part of canada you are welcome. but if you want to come and turn it into the country you came from you need to go back to that country.
Identity Attack0.056582913
Insult0.026058068
Profanity0.012722028
Threat0.007262398
Severe Toxicity0.002298355
Low Tox 0.10653123 Moderate Con 0.494 Identity_Assertion
Nov 25, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
I want to say thank you for doing this video and being honest...as a Canadian I'm feeling quite sick know that my daughter probably won't even be able to get a part time job to …
I want to say thank you for doing this video and being honest...as a Canadian I'm feeling quite sick know that my daughter probably won't even be able to get a part time job to save money for school since I can't afford it on my own. So if it's hard to get a job now why keep bringing people here. Obviously we would have enough jobs since there are so many people looking for jobs...sorry it's all boggling my mind.
Identity Attack0.030175667
Insult0.039444692
Profanity0.015557245
Threat0.0063367756
Severe Toxicity0.0018119812
Low Tox 0.10653123 Constructive 0.813 Personal_Narrative
Aug 25, 2025 Why Canadians Are Turning Against …
Yes this video is very informative ,every body truly speaks for me. Trudeau and is Government to be blame , Thanks to God he is gone,only sorry he didn't do so long before he did.
Yes this video is very informative ,every body truly speaks for me. Trudeau and is Government to be blame , Thanks to God he is gone,only sorry he didn't do so long before he did.
Identity Attack0.0066596144
Insult0.034341812
Profanity0.012107162
Threat0.0071070488
Severe Toxicity0.001745224
Low Tox 0.085582085 Constructive 0.628 Policy_Critique
Aug 29, 2025 Why Canadians Are Turning Against …
Tyler you are BASED!! Thanks for this video. So sad seeing what Canada has become.
Tyler you are BASED!! Thanks for this video. So sad seeing what Canada has become.
Identity Attack0.04023018
Insult0.026702631
Profanity0.011219022
Threat0.0070552654
Severe Toxicity0.002117157
Low Tox 0.08083374 Constructive 0.517
Jan 27, 2026 12 likes Inside Canada's Indian Invasion...
I'm gonna need a whole video interviewing the guy on the bike please and thank you
I'm gonna need a whole video interviewing the guy on the bike please and thank you
Identity Attack0.007473567
Insult0.014884921
Profanity0.026590679
Threat0.020436687
Severe Toxicity0.0038146973
Low Tox 0.06817148 Moderate Con 0.398 Meta_Commentary
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I only watch this video 4 times and passed in 1st attempt 19/20 thanks
I only watch this video 4 times and passed in 1st attempt 19/20 thanks
Identity Attack0.007843546
Insult0.013706914
Profanity0.027410502
Threat0.017674083
Severe Toxicity0.004348755
Low Tox 0.059479803 Constructive 0.502
Dec 19, 2025 6 likes Canadian Citizenship Test 2025 – …
Thanks to this video, I.C.E got what they needed 👀
Thanks to this video, I.C.E got what they needed 👀
Identity Attack0.00899048
Insult0.017227544
Profanity0.026454043
Threat0.011586283
Severe Toxicity0.0042152405
Low Tox 0.059479803 Moderate Con 0.335 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
I prepared for exam by watching this video only and i never read the book. I scored 19/20. Thank you so much whoever created this video.
I prepared for exam by watching this video only and i never read the book. I scored 19/20. Thank you so much whoever created this video.
Identity Attack0.0071035884
Insult0.01617693
Profanity0.023106437
Threat0.009955117
Severe Toxicity0.0030136108
Low Tox 0.059232414 Constructive 0.539
Jul 6, 2025 3 likes Canadian Citizenship Test 2025 – …
Thank you for coming to my Country and making a video here.
Thank you for coming to my Country and making a video here.
Identity Attack0.023796257
Insult0.01648093
Profanity0.029460056
Threat0.0100069
Severe Toxicity0.0042152405
Low Tox 0.057005897 Moderate Con 0.472 Solidarity
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.