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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

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Active: "Watched this once and I …" 374 comments · Page 5 of 15
I'm Canadian, I confirm that we are sick of this. Watching our country become India. These people have no manners or sense of personal space.
I'm Canadian, I confirm that we are sick of this. Watching our country become India. These people have no manners or sense of personal space.
Identity Attack0.3958119
Insult0.37279442
Profanity0.082581155
Threat0.009023022
Severe Toxicity0.015802706
Moderate 0.3969567 Moderate Con 0.496 Identity_Assertion
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Well WOW! Canada really is the “friendliest” place on earth. Buddy on the bike is the friendliest racist I think I’ve ever watched 😂
Well WOW! Canada really is the “friendliest” place on earth. Buddy on the bike is the friendliest racist I think I’ve ever watched 😂
Identity Attack0.36702603
Insult0.35505778
Profanity0.047173142
Threat0.007974415
Severe Toxicity0.014640691
Moderate 0.39441586 Moderate Con 0.357 Humor_Satire
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
I also watched a Pakistani man steal from WALLMART and I called him out for it ,,, the 2 Pakistani women working the self check out watched him do it , and then said Nooooo …
I also watched a Pakistani man steal from WALLMART and I called him out for it ,,, the 2 Pakistani women working the self check out watched him do it , and then said Nooooo he did not steal anything , I said how do you k ow you NEVER ✅his bag ,,, THEY ARE WORKING IN TANDEM TOGETHER ,,, TRUST ME
Identity Attack0.38223284
Insult0.16266862
Profanity0.14049543
Threat0.03304107
Severe Toxicity0.023076924
Moderate 0.38434127 Constructive 0.559
Aug 25, 2025 Why Canadians Are Turning Against …
Why blame India? They pay hefty sums of money to many fake colleges in Canada- how did Canada issue them a visa so easily- yes , do Deport Them Now! Watching from India!
Why blame India? They pay hefty sums of money to many fake colleges in Canada- how did Canada issue them a visa so easily- yes , do Deport Them Now! Watching from India!
Identity Attack0.45610145
Insult0.24928534
Profanity0.03690237
Threat0.046541955
Severe Toxicity0.019095084
Moderate 0.3827457 Low Con 0.291
Oct 1, 2025 IRCC Names India in Study …
Hell yeah something new to watch 😂
Hell yeah something new to watch 😂
Identity Attack0.011321344
Insult0.07523532
Profanity0.41031027
Threat0.010887212
Severe Toxicity0.023076924
Moderate 0.37795907 Moderate Con 0.352 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Before WATCHING the video I would like to say THERE IS NO SUCH THING AS INDIAN!! My grandfathers (both sides) were ww1 vetw and decorated ww2 vets. For ww1 and ww2 the largest VOLUNTEER army …
Before WATCHING the video I would like to say THERE IS NO SUCH THING AS INDIAN!! My grandfathers (both sides) were ww1 vetw and decorated ww2 vets. For ww1 and ww2 the largest VOLUNTEER army in WORLD HISTORY was from "India" ( created in 1947). Parts of the Ahghani mountains and Tajikstan were taken and Gurjrati Muslims were given Panjab and Gujrati Hindus the other. On the north of steeles ave from Kipling to airport Rd there was NOTHING but some farms. After over 100 YEARS IN THE NATION the Sikhs and serving in BOTH WW1 and WW2 bought the first houses and businesses in the 90's. There are about 800,000 Panjabi's in Canada vs about 2 milliom Chinese. In the 90's, when Springdale was built, Gujrati people moved to Canada influx. The character of Kumar from Harold and Kumar go to white castle, rishi Sunak, kash Patel, the people rubbing cow manure on them and other setero type are Gujrati. The Sikh religion are AGINST conversation of ANY KING. If you are Christian, the Sikh religion says to be the best Christian as possible! Ben Sapiro, the Jew, as said and his people believe that Jesus was a jealot and is burning in hell in hot feces, SEMAN, and urine. In the 90's the government of Canada STOPPED allowing Panjabi farmers to come to Canada and made way for the Gujrati HINDUS. Over 100 YEARS the Sikh, Muslim and Hindus have been in Canada and NEVER asked for special treatment. Springdale was build and FIRST SETTLED by Panjabi's, who have been in nation for over 100 years. In 1947 "India" was created, again, and parts of Afghanistan and Tajikstan was taken and created Pakistan. Where is the homeland of Panjabi people? Your grandfathers are ROLLING in their graves because of the disrespect of the Panjabi people! Go look up Sikhs in ww1 and ww2. There were 2 Sikh and Anglo-Saxson wars and Panjab was the HARDEST and LONGEST land to take (which was through betrayal and NOT battle - another story). (Stoping here - because you are retarded)
Identity Attack0.39966375
Insult0.2435641
Profanity0.16357292
Threat0.058503386
Severe Toxicity0.02604016
Moderate 0.37751234 Constructive 0.638
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
So many fraudsters with ZERO RESPECT for Canada! I hope CBSA is watching the guy at @2:14 before he overstays his welcome! Also, can we get a compilation of just the guy in the high …
So many fraudsters with ZERO RESPECT for Canada! I hope CBSA is watching the guy at @2:14 before he overstays his welcome! Also, can we get a compilation of just the guy in the high viz vest? He's a rock star! Just call him High viz Harry if he doesn't want his name used... Pretty sad when the long time Indian immigrant doesn't even like the new comers🤣 As for the smuggler - I hope an anonymous tip was made...
Identity Attack0.31307843
Insult0.37279442
Profanity0.030890211
Threat0.009100696
Severe Toxicity0.010910034
Moderate 0.37751234 Constructive 0.661 Call_To_Action
Feb 9, 2026 Inside Canada's Indian Invasion...
Please tell me the people that watch these utube videos, why are we letting this happen to the land that we Love, these people coming into our country/land from other countries that are fleeing their …
Please tell me the people that watch these utube videos, why are we letting this happen to the land that we Love, these people coming into our country/land from other countries that are fleeing their country, why are they coming to ours, these people are ruining our culture and land and the land that our ancestors have raised us in, these people bring no value, all they want is FREE, why is the government letting them in? I can’t take it anymore, I’m watching all these foreigners come into our country and ruin it, i LOVE my country, please stand up people and Stop this, 🙏
Identity Attack0.40713623
Insult0.25800487
Profanity0.15635987
Threat0.030623792
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.584
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada it become Indian Country. this is sad to watch
Canada it become Indian Country. this is sad to watch
Identity Attack0.44690517
Insult0.24561718
Profanity0.040409464
Threat0.007586042
Severe Toxicity0.01754573
Moderate 0.37751234 Low Con 0.281
Aug 25, 2025 127 likes Why Canadians Are Turning Against …
French Canadian from Quebec here, this country is rotting. Salute to all my fellows from Ontario, it's a shame and also very worrying to watch "GTA5" driving skill in RL. Props Tyler, TY bud putting …
French Canadian from Quebec here, this country is rotting. Salute to all my fellows from Ontario, it's a shame and also very worrying to watch "GTA5" driving skill in RL. Props Tyler, TY bud putting the spotlight on the matter. Merci beaucoups, sincerement.
Identity Attack0.2803029
Insult0.37392882
Profanity0.06646215
Threat0.008052089
Severe Toxicity0.013801457
Moderate 0.37751234 Constructive 0.69 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I can't even watch this. I live 30 mins down the road from here. Welcome to little India btw....oh I mean Canada 🇨🇦🇨🇦. We are being completely INVADED. Indian fatigue is real here. There are …
I can't even watch this. I live 30 mins down the road from here. Welcome to little India btw....oh I mean Canada 🇨🇦🇨🇦. We are being completely INVADED. Indian fatigue is real here. There are WAY WAY WAY TOO MANY!!!!!! We seriously need Trump here to shut down the borders because our soft government won't.😡😡😡👳👳👳
Identity Attack0.43256098
Insult0.23237456
Profanity0.05543986
Threat0.020609349
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.516 Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I am an X Muslim. Believe me watch out for islam👹 and indians before it's too late. Otherwise, you will lose your country fest
I am an X Muslim. Believe me watch out for islam👹 and indians before it's too late. Otherwise, you will lose your country fest
Identity Attack0.41052565
Insult0.10294484
Profanity0.12220735
Threat0.13815513
Severe Toxicity0.023076924
Moderate 0.37751234 Moderate Con 0.433 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
I'm not surprised about the bad driving. Watch any Indian IRL streamer and all you hear is constant honking. Indians have no patience when driving, they just honk and honk and keep driving by their …
I'm not surprised about the bad driving. Watch any Indian IRL streamer and all you hear is constant honking. Indians have no patience when driving, they just honk and honk and keep driving by their own rules.
Identity Attack0.44690517
Insult0.24928534
Profanity0.09260304
Threat0.012440704
Severe Toxicity0.01806218
Moderate 0.37751234 Constructive 0.504 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
The immigrant voices (those who were vetted appropriately and who came to become Canadian citizens, with respect for the culture of Canada) are powerful and impactful and bear so much weight. Thank you for speaking …
The immigrant voices (those who were vetted appropriately and who came to become Canadian citizens, with respect for the culture of Canada) are powerful and impactful and bear so much weight. Thank you for speaking out, brothers and sisters. You are correct, I am not upset with immigrants per se, but am frustrated with how leaky and inept the government has been with their slack policies. I have been in public parks and watched as non-English speaking immigrants leave their trash littering a park! Where they do not respect personal space. I want to live with people who are interested in being Canadian and respect the cultural values and norms of Canadian citizens, NOT those who plan to come in and take over. Come on, guy who said Muslims are going to take over Canada. How well received do you thing that will be?! I have Muslim and Indian friends and they are not like this idiot.
Identity Attack0.2808415
Insult0.40243408
Profanity0.07482228
Threat0.0077154995
Severe Toxicity0.011444092
Moderate 0.37694603 Constructive 0.852 Policy_Critique
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
Anyone who watched the entire program seen how out of touch tom mulcare was you would have to be an absolute nut job to vote ndp
Anyone who watched the entire program seen how out of touch tom mulcare was you would have to be an absolute nut job to vote ndp
Identity Attack0.011765319
Insult0.40243408
Profanity0.104876526
Threat0.006977591
Severe Toxicity0.006980896
Moderate 0.37458646 Low Con 0.237 Call_To_Action
Feb 24, 2026 'We do know that there's …
I am proudly a Canadian. Watched my entire town I grew up in turn into india. They now have to shut down the lake due to fecal matter.
I am proudly a Canadian. Watched my entire town I grew up in turn into india. They now have to shut down the lake due to fecal matter.
Identity Attack0.28034934
Insult0.30797598
Profanity0.22653213
Threat0.009074804
Severe Toxicity0.017416617
Moderate 0.37340668 Constructive 0.518 Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Low intelligence 😂he definitely watches HODGETWINS ✅️
Low intelligence 😂he definitely watches HODGETWINS ✅️
Identity Attack0.013546381
Insult0.40243408
Profanity0.07482228
Threat0.007883795
Severe Toxicity0.010299683
Moderate 0.36456755 Low Con 0.144
Jan 27, 2026 Inside Canada's Indian Invasion...
After watching some of these invasion videos lowkey very curious of what Tyler thinks of Black Americans not African immigrants but just African Americans
After watching some of these invasion videos lowkey very curious of what Tyler thinks of Black Americans not African immigrants but just African Americans
Identity Attack0.4453683
Insult0.16780703
Profanity0.1184936
Threat0.011223801
Severe Toxicity0.01896597
Moderate 0.36095104 Moderate Con 0.443 Question
Feb 28, 2026 Inside Canada's Indian Invasion...
Just boycott them all. Watch for the poopy fingers serving your breakfast sandwich.
Just boycott them all. Watch for the poopy fingers serving your breakfast sandwich.
Identity Attack0.017465452
Insult0.25404143
Profanity0.196476
Threat0.058180105
Severe Toxicity0.013801457
Moderate 0.36095104 Low Con 0.208 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Im tired of being hit almost every day on my ebike every day. Literally got hit on friday by one in edmonton and I have to taxi and we all know taxi drivers are indian …
Im tired of being hit almost every day on my ebike every day. Literally got hit on friday by one in edmonton and I have to taxi and we all know taxi drivers are indian and they are some of the worst drivers I dont how they come to canada get there license and how they come to our country and our eay richer than us white people the government helped them way too much while they dont help the people that lived here there whole lives. We got to struggle and watch these people that just move here and way more richer than us and pisses me off. We just keep getting flooded with more and more. I could ramble all day about it but its becoming a joke
Identity Attack0.3817989
Insult0.2659317
Profanity0.12220735
Threat0.13127698
Severe Toxicity0.020386212
Moderate 0.36095104 Constructive 0.563 Personal_Narrative
Feb 25, 2026 Inside Canada's Indian Invasion...
Who's here after watching Tyler Oliveira's "India's Poop-Throwing Festival" video? 😂🤣
Who's here after watching Tyler Oliveira's "India's Poop-Throwing Festival" video? 😂🤣
Identity Attack0.10221587
Insult0.15911613
Profanity0.27882218
Threat0.018710058
Severe Toxicity0.022193791
Moderate 0.36095104 Moderate Con 0.317
Nov 10, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Look how peaceful they are. They are model citizens. Your issue with them stems from their skin color and different culture which is just racism. The real problem is the government allowing too many people …
Look how peaceful they are. They are model citizens. Your issue with them stems from their skin color and different culture which is just racism. The real problem is the government allowing too many people in. It’s not an Indian issue. Racists want you to think that way but Indians are not a problem. There is a entire ecosystem benefits from illegal immigration: 1) Fake schools and colleges who promise fake degrees 2) Vote-bank politicians on both sides 3) Companies that steal their identities, cram them into small apartments, and use these undocumented immigrants as modern slaves 4) Agencies that forge fake documents for illegals in exchange of money 5) Even legal colleges benefits, because legal immigrants pay a premium on top of college fees, and students also pay rent. 6) There is whole lobby who is funded by all of these Here’s a simple solution: Why not vote for someone who will reduce immigration, rather than being a racist? The whole world is watching. Pakistani saying Indian don't assimilate is f&^king funny. This is prime example how white people are just clueless. Pakistan and India are enemies. we had a 3 day war 4 months ago. Why are you asking pakistani anything about Indians ?
Identity Attack0.38185352
Insult0.24493282
Profanity0.14666493
Threat0.015774792
Severe Toxicity0.020257099
Moderate 0.3561489 Constructive 0.63 Policy_Critique
Sep 20, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
This is so gross I’m not gonna watch it but thanks anyway.
This is so gross I’m not gonna watch it but thanks anyway.
Identity Attack0.008916483
Insult0.1342682
Profanity0.20016506
Threat0.011638066
Severe Toxicity0.013866014
Moderate 0.3561489 Moderate Con 0.365 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Well well well if you watch this video i think you don't know you tube ceo is indian. All white canadian is European and canada is the land of native Americans. Why all European and …
Well well well if you watch this video i think you don't know you tube ceo is indian. All white canadian is European and canada is the land of native Americans. Why all European and Indian not back their country!
Identity Attack0.40255263
Insult0.14512913
Profanity0.04667213
Threat0.010705971
Severe Toxicity0.01502803
Moderate 0.34757367 Moderate Con 0.391 Identity_Assertion
Feb 14, 2026 Inside Canada's Indian Invasion...
I have trouble watching these videos. I am a born Quebecer and a few weeks ago these islams decided to do one of those big prayer meeting right in front of the church Celine Dion …
I have trouble watching these videos. I am a born Quebecer and a few weeks ago these islams decided to do one of those big prayer meeting right in front of the church Celine Dion was married at. The Quebecers came down and put a stop to that. YOU COME TO A DIFFERENT COUNTRY DO NOT BRING YOUR CULTURE WITH YOU!!
Identity Attack0.3817989
Insult0.16751462
Profanity0.038906425
Threat0.009385503
Severe Toxicity0.015609037
Moderate 0.34757367 Constructive 0.571
Aug 25, 2025 1 likes Why Canadians Are Turning Against …

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.