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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: "Tyler you can go to …" 51 comments · Page 2 of 3
Its very bad here in Canada. All jobs that used to go to the youth now go to immigrants. Tyler, its no joke to say you'll pray to other gods. Keep your heart and mind …
Its very bad here in Canada. All jobs that used to go to the youth now go to immigrants. Tyler, its no joke to say you'll pray to other gods. Keep your heart and mind pure, otherwise you will be snared.
Identity Attack0.27701542
Insult0.110259406
Profanity0.024951037
Threat0.028897164
Severe Toxicity0.008125305
Low Tox 0.28312725 Constructive 0.513 Economic_Argument
Feb 24, 2026 1 likes Inside Canada's Indian Invasion...
They aren’t used to toilets. Assimilation isn’t encouraged. It will end up being a very dirty city. Go watch travel vloggers visiting India! Tyler here has great travel videos!
They aren’t used to toilets. Assimilation isn’t encouraged. It will end up being a very dirty city. Go watch travel vloggers visiting India! Tyler here has great travel videos!
Identity Attack0.15303208
Insult0.1378885
Profanity0.08322773
Threat0.008323951
Severe Toxicity0.008850098
Low Tox 0.25727063 Moderate Con 0.445
Jan 27, 2026 Inside Canada's Indian Invasion...
Indians have been in Canada for a very long time. Many came from Punjabi closer to colonial times. The racism in the comments is inexcusable. People of all different backgrounds commit crimes , public nuisances, …
Indians have been in Canada for a very long time. Many came from Punjabi closer to colonial times. The racism in the comments is inexcusable. People of all different backgrounds commit crimes , public nuisances, etc. and the complaining of dominating every industry? I’m not sure what angle that is. Maybe the other groups should do better at dominating industries or advocate for businesses to hire other Canadians (equal opportunity employment). And the whole “ cow poop video” Tyler posted is one village in India ; which of course makes Indians collectively look bad and gives way for many of you in the comments to continually perpetuate this idea that Indians are sub-human. And Tyler, word of advice, if you’re going to show parts of the Indian community and Hinduism religion in Canada — at least learn to pronounce words correctly so you don’t sound like a complete idiot.
Identity Attack0.21075934
Insult0.16124763
Profanity0.05268429
Threat0.009359611
Severe Toxicity0.0077819824
Low Tox 0.25462922 Constructive 0.677 Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
It's funny how Tyler keeps rattling all the American liberals and leftists. Keep going man 😂😂
It's funny how Tyler keeps rattling all the American liberals and leftists. Keep going man 😂😂
Identity Attack0.10221587
Insult0.14512913
Profanity0.035399333
Threat0.021645326
Severe Toxicity0.0059890747
Low Tox 0.23812068 Low Con 0.265 Meta_Commentary
Jan 27, 2026 73 likes Inside Canada's Indian Invasion...
Tyler....the guy on the bike is definitely going to jail lol Canada will arrest him
Tyler....the guy on the bike is definitely going to jail lol Canada will arrest him
Identity Attack0.010655383
Insult0.06739554
Profanity0.023994578
Threat0.13532294
Severe Toxicity0.0059509277
Low Tox 0.21241048 Low Con 0.225
Jan 27, 2026 Inside Canada's Indian Invasion...
Tyler go to sleep!!!
Tyler go to sleep!!!
Identity Attack0.005438685
Insult0.06794841
Profanity0.03915693
Threat0.012751401
Severe Toxicity0.0062179565
Low Tox 0.19789438 Moderate Con 0.349
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Tyler you can go to a Tim Hortons in a small town in the middle of nowhere Ontario and 75% of the staff will be Indian.
Tyler you can go to a Tim Hortons in a small town in the middle of nowhere Ontario and 75% of the staff will be Indian.
Identity Attack0.23239216
Insult0.04969218
Profanity0.017845914
Threat0.007340072
Severe Toxicity0.0042915344
Low Tox 0.18554166 Moderate Con 0.346 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Wonder how Tyler is doing after videoing himself going over the border and showing some of the faces
Wonder how Tyler is doing after videoing himself going over the border and showing some of the faces
Identity Attack0.009545447
Insult0.036214896
Profanity0.040158957
Threat0.044602267
Severe Toxicity0.005683899
Low Tox 0.15987846 Low Con 0.268 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
Tyler brother, thanks for Canada, but you need to wake up, go to bay area, the one in north california, sf bay area. it has become India long time ago. all the software engineering jobs …
Tyler brother, thanks for Canada, but you need to wake up, go to bay area, the one in north california, sf bay area. it has become India long time ago. all the software engineering jobs belong to indians now. local US engineers are sittings without a job. standford, mit, berkley graduates, all of them jobless.
Identity Attack0.12735364
Insult0.05203446
Profanity0.013336895
Threat0.0069646453
Severe Toxicity0.0033950806
Low Tox 0.15545623 Moderate Con 0.456
Jan 27, 2026 Inside Canada's Indian Invasion...
Interviewing lower class and poorly educated individuals everywhere you go about a certain race of economically beneficial individuals is wild Tyler. You’re great at antagonizing minorities in different countries. Don’t forget about what colonialists and …
Interviewing lower class and poorly educated individuals everywhere you go about a certain race of economically beneficial individuals is wild Tyler. You’re great at antagonizing minorities in different countries. Don’t forget about what colonialists and settlers did for this to happen throughout the world.
Identity Attack0.052035484
Insult0.0670459
Profanity0.014703264
Threat0.007961469
Severe Toxicity0.0028419495
Low Tox 0.15435068 Constructive 0.514 Policy_Critique
Jan 27, 2026 8 likes Inside Canada's Indian Invasion...
Please pin this comment Tyler, please go back and do a whole series about the Trucking Scandal 1. Please search the tragic Humboldt crash. The driver failed to read a stop sign 2. You actually …
Please pin this comment Tyler, please go back and do a whole series about the Trucking Scandal 1. Please search the tragic Humboldt crash. The driver failed to read a stop sign 2. You actually ended up speaking with a possible "mule" who again is there "temporarily" 3. Please look up the free documentary CBC put out in regards to the E Indian community "handing out" commercial driving licenses 4. Please search all the recent arrests inbound and outbound Detroit and Port Huron borders. 98% east Indian and the names are always written in the articles. These are facts 5. The "mules" get a slap on the wrist for the contraband and end up getting deported 6. The company starts the process again and claims they know nothing 7. Their company owners all drive exotic vehicles and fancy homes Please look into this, it's been happening for years and years
Identity Attack0.024198212
Insult0.071750276
Profanity0.024199532
Threat0.0101363575
Severe Toxicity0.0039863586
Low Tox 0.15103401 Constructive 0.747 Call_To_Action
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Wow Tyler was here thats jokes, dont go to Bramghanistan bro. They have the HIGHEST car insurance premiums in ALL of North America
Wow Tyler was here thats jokes, dont go to Bramghanistan bro. They have the HIGHEST car insurance premiums in ALL of North America
Identity Attack0.06749674
Insult0.046764325
Profanity0.020988565
Threat0.0066798385
Severe Toxicity0.0033187866
Low Tox 0.14429577 Low Con 0.298 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
I remember when Tyler’s content was going to places and talking to people not being completely obsessed with immigrants….
I remember when Tyler’s content was going to places and talking to people not being completely obsessed with immigrants….
Identity Attack0.10409598
Insult0.03710241
Profanity0.015420608
Threat0.0062849927
Severe Toxicity0.0022125244
Low Tox 0.13561769 Moderate Con 0.46 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Im genuinely concerned tyler is going to start getting gangstalked for.exposing the klageri plan so publically.
Im genuinely concerned tyler is going to start getting gangstalked for.exposing the klageri plan so publically.
Identity Attack0.004920715
Insult0.04090862
Profanity0.029888187
Threat0.023026628
Severe Toxicity0.0031089783
Low Tox 0.12520397 Moderate Con 0.371 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Thank you so much Tyler! I've been watching you and some others for quite some time. I'm actually here right now on business and have been noticing a bunch of crazy stuff. Keep up the …
Thank you so much Tyler! I've been watching you and some others for quite some time. I'm actually here right now on business and have been noticing a bunch of crazy stuff. Keep up the good work. Thank you so much for showcasing just one of the things going on here in Canada.
Identity Attack0.004920715
Insult0.06337463
Profanity0.020442016
Threat0.0058998563
Severe Toxicity0.0012159348
Low Tox 0.10566349 Constructive 0.692 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Next, I think Tyler should document himself getting smuggled across the southern US/Mexico border and actually go all the way with it. Bonus if he starts even further south and crosses more borders especially Mexico's …
Next, I think Tyler should document himself getting smuggled across the southern US/Mexico border and actually go all the way with it. Bonus if he starts even further south and crosses more borders especially Mexico's southern border
Identity Attack0.0543092
Insult0.023093075
Profanity0.016001316
Threat0.010576514
Severe Toxicity0.0024604797
Low Tox 0.09958932 Moderate Con 0.436 Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
"Fortune favours the bold". Runs away. Glad you lived to film another day Tyler. Stay safe. Also 'operation human trafficking lets go' hilarious.
"Fortune favours the bold". Runs away. Glad you lived to film another day Tyler. Stay safe. Also 'operation human trafficking lets go' hilarious.
Identity Attack0.0068446035
Insult0.029163294
Profanity0.013473531
Threat0.011819307
Severe Toxicity0.0025177002
Low Tox 0.08874765 Constructive 0.543 Humor_Satire
Feb 15, 2026 30 likes Inside Canada's Indian Invasion...
Thank you Tyler for covering this issue. A lot of Canadians who were born here feel the same way about this country turning into South Asia 2.0, but very few are vocal about it, and …
Thank you Tyler for covering this issue. A lot of Canadians who were born here feel the same way about this country turning into South Asia 2.0, but very few are vocal about it, and some are willfully blind to the consequences. This may be an immigrant country, but it's certainly not sustainable at the rate we're going....
Identity Attack0.033527173
Insult0.022706337
Profanity0.00995513
Threat0.006246155
Severe Toxicity0.001168251
Low Tox 0.058737632 Constructive 0.728 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Tyler you need to look into Fremont California in the Bay Area. Fremont to San Jose then even out to Brentwood/oakley. Same exact thing happening here! I also want to see if there’s university scams …
Tyler you need to look into Fremont California in the Bay Area. Fremont to San Jose then even out to Brentwood/oakley. Same exact thing happening here! I also want to see if there’s university scams as well and possibly day care centers too! Something is going on and no one has done any investigating yet. Please help!!! Thank you for all you do!
Identity Attack0.0035147965
Insult0.02373764
Profanity0.012995303
Threat0.0064597605
Severe Toxicity0.0010967255
Low Tox 0.044883765 Constructive 0.758 Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
Tyler!!! Come to Thunder Bay!!!! Come and drive hwy 11 and 17 and 11/17. There's so much content and Interviews to do in Canada with everything that's going on!
Tyler!!! Come to Thunder Bay!!!! Come and drive hwy 11 and 17 and 11/17. There's so much content and Interviews to do in Canada with everything that's going on!
Identity Attack0.008953481
Insult0.01465692
Profanity0.012004685
Threat0.01052473
Severe Toxicity0.0022602081
Low Tox 0.044141594 Constructive 0.57 Call_To_Action
Jan 27, 2026 5 likes Inside Canada's Indian Invasion...
I used to watch Tyler for on-the-ground curiosity, but the tone has clearly shifted post-2024. Earlier videos observed problems; recent ones assign blame by implication. Extreme claims go unchallenged, anecdotes replace data, and editing clusters …
I used to watch Tyler for on-the-ground curiosity, but the tone has clearly shifted post-2024. Earlier videos observed problems; recent ones assign blame by implication. Extreme claims go unchallenged, anecdotes replace data, and editing clusters the most inflammatory voices to suggest consensus. That’s not neutral documentation that’s narrative framing. Silence isn’t objectivity, it’s an editorial choice.
Identity Attack0.0022198714
Insult0.013174911
Profanity0.010501678
Threat0.006712203
Severe Toxicity0.00069618225
Low Tox 0.022846194 Constructive 0.537 Meta_Commentary
Jan 28, 2026 4 likes Inside Canada's Indian Invasion...
Love Tylers videos. I feel like its been a huge and successful journey. Been here since the Big Chungus days when he was still going to UCLA. Then was here for the period where it …
Love Tylers videos. I feel like its been a huge and successful journey. Been here since the Big Chungus days when he was still going to UCLA. Then was here for the period where it seemed like Tyler was going to quit YouTube and follow in his dads footsteps. Tyler didn't give up and is where he is now through perserverance. Great job Tyler!
Identity Attack0.00466173
Insult0.010780896
Profanity0.017367685
Threat0.007793174
Severe Toxicity0.0012683868
Low Tox 0.02107848 Constructive 0.751 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Tyler is on a generational run and will go down in history as one of the only real journalist in this generation.
Tyler is on a generational run and will go down in history as one of the only real journalist in this generation.
Identity Attack0.002090379
Insult0.010742896
Profanity0.011150704
Threat0.0070552654
Severe Toxicity0.0007009506
Low Tox 0.01646154 Moderate Con 0.362 Meta_Commentary
Jan 27, 2026 12 likes Inside Canada's Indian Invasion...
Thanks Tyler. Continue to be the truth in all this chaos. We love you and keep going brother in. Christ God Blesd you all. Jesus loves you and is King. Christ always and forever.
Thanks Tyler. Continue to be the truth in all this chaos. We love you and keep going brother in. Christ God Blesd you all. Jesus loves you and is King. Christ always and forever.
Identity Attack0.0043657473
Insult0.008234881
Profanity0.012175481
Threat0.006375613
Severe Toxicity0.00084400177
Low Tox 0.014073989 Constructive 0.516 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Thank you Tyler, for taking us to so many places we would/could never go! Excellent journalism, your bravery is admirable!
Thank you Tyler, for taking us to so many places we would/could never go! Excellent journalism, your bravery is admirable!
Identity Attack0.0012209293
Insult0.007835878
Profanity0.009289024
Threat0.0060908063
Severe Toxicity0.00042915344
Low Tox 0.009047564 Constructive 0.554 Solidarity
Jan 28, 2026 2 likes 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.