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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: "Hi do you have the …" 48 comments · Page 1 of 2
Hi, Canadian here... Fucking hate that they are taking over. As a Canadian living abroad in the UK, I've seen the results of a take over, and it is very bad. Edit: 4:54 This is …
Hi, Canadian here... Fucking hate that they are taking over. As a Canadian living abroad in the UK, I've seen the results of a take over, and it is very bad. Edit: 4:54 This is what I mean!
Identity Attack0.39966375
Insult0.36798462
Profanity0.64080805
Threat0.018019408
Severe Toxicity0.17926651
Moderate 0.6426206 Constructive 0.685 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Hi there OMG everything in canada scam oh shit man our citizens pay tax whole life,n this third world poor country people just come n they getting all benefit from our tax pay money omg …
Hi there OMG everything in canada scam oh shit man our citizens pay tax whole life,n this third world poor country people just come n they getting all benefit from our tax pay money omg anyway thanks government fail.
Identity Attack0.33060804
Insult0.5072643
Profanity0.541926
Threat0.012440704
Severe Toxicity0.16960317
Moderate 0.6407703 Moderate Con 0.305 Insult Economic_Argument
Nov 21, 2025 Thousands of refugees allowed into …
My building used to be 90% white but in the last 5 years 90% East Indian - I stopped saying hi to anyone since none of them show me any curtasy nor say hi back …
My building used to be 90% white but in the last 5 years 90% East Indian - I stopped saying hi to anyone since none of them show me any curtasy nor say hi back and my life I feel am surrounded by unfriendliness THANKS FOR READING. I also work for a company that hires them sometimes I am a minority in my own surrounded by Turbans and Muslims its so fucking wierd.
Identity Attack0.5135796
Insult0.41530323
Profanity0.570067
Threat0.013010317
Severe Toxicity0.16960317
Moderate 0.55739564 Constructive 0.615 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Damn if i knew you were in the gta i would came by and said hi
Damn if i knew you were in the gta i would came by and said hi
Identity Attack0.025203101
Insult0.24835461
Profanity0.6242122
Threat0.012233571
Severe Toxicity0.02420936
Moderate 0.52811706 Moderate Con 0.389 Meta_Commentary
Feb 27, 2026 Inside Canada's Indian Invasion...
The Indians are going to take over the entire world except India. Hi my dear fellow Indians, How many of you have pooped on the beach today ?
The Indians are going to take over the entire world except India. Hi my dear fellow Indians, How many of you have pooped on the beach today ?
Identity Attack0.4830652
Insult0.40698266
Profanity0.33453682
Threat0.077831104
Severe Toxicity0.09385906
Moderate 0.4977744 Moderate Con 0.306 Humor_Satire
Feb 9, 2026 1 likes Inside Canada's Indian Invasion...
Love the guy with the hi-vis jacket, just calling things out for what they are without pussyfooting self censorship.
Love the guy with the hi-vis jacket, just calling things out for what they are without pussyfooting self censorship.
Identity Attack0.023595277
Insult0.26957804
Profanity0.4819111
Threat0.010188141
Severe Toxicity0.023076924
Moderate 0.4850187 Moderate Con 0.433 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
YOUR LIFE STYLE IS MORE EXPENSIVE!!!!!!!!!!!!! YOU MUST PARTY, YOU MUST TRAVEL, YOU MUST GO ON VACATION, YOU MUST HAVE HUNDRED OF TATOOS THAT COST SO MUCH!!!! YOU MUST ALWAYS BUY NEW CLOTHES, NEW MODELS, …
YOUR LIFE STYLE IS MORE EXPENSIVE!!!!!!!!!!!!! YOU MUST PARTY, YOU MUST TRAVEL, YOU MUST GO ON VACATION, YOU MUST HAVE HUNDRED OF TATOOS THAT COST SO MUCH!!!! YOU MUST ALWAYS BUY NEW CLOTHES, NEW MODELS, NEW MANICURE PEDICURE, NEW HAIR CUTS, NEW CELL PHONE EVERY SEASON, NEW CAR, NEW THIS NEW THAT!!!!!!!!!!!!!! YOU LIFE STYLE IS HOLDING YOU BACK, NOT THE IMMIGRANTS, THE IMMIGRANTS SPENT LESS AND HIDE THEIR MONEY!!!!!!!!MOST OF THE IMMIGRANT UNDERSTAND AND KNOW HOW TO CALCULATE THEIR MONTHLLYY MONEY!!!!!!!!! WHILE SOME CANADIANS WHO GREW UP AS A MIDDEL CLASS, ALL WHAT THEY KNOW IS SPENDING!!! AND ESPECIALLY WHEN SOME ONE LOVE PARTYING ALCOHOLE SMOKING AND THE LEGALIZED WEED, KEEPS YOUR MIND IN A TOO RELAXING MOTION NO MOTION YOU ARE MUTE FOR MONTHS TILL YOU LOSE YOU JOB!!!!THAN YOU GO CRY TO MOMY AND DADY!!!!!!!!! MOST OF IMMIGRANT COME FROM POOR COUNTRIES AND HARD LIFE THOUGH THEM THE VALUE OF THE PENNY!!!!!!!! I WAS MARRIED TO A CANADIAN HUSBAND, NO MATTER HOW MUCH HE MAKE MONTHLY, SINCE HE WAS WORKING IN SALES, HE WILL ALWAYS ALWAYS FIND A SPENDING AVENUE!! WE WERE SUPPOSED TO PUT MONEY ASSIDE FOR THE FUTURE OF OUR CHILDREN!!! HE WILL ALWYAS ALWAYS ALWAYS FIND A WAITING DEEP HOLE TO PLACE THEM IN!!!!!!!! HI LIFE WAS VERY VERY EROGANT!!!!!!!!!BUYING NEW CLOTHING TODAY, YOU WILL FIND THEM TRAINNING ON THE GROUND!!!EVEN MY SON WAS 7 YEARS OLD AT THE TIME, HE TOLD ME MOM THE TIE YOU BOUGHT MY DAD RECENTLY IS ON THE GROUND!!!!!!THAT SPEAK FOR ALL HIS CLOTHING!!!! HIS MOM WAS THE MAN OF THE HOUSE HE USED SAY WHEN HE WAKES UP IN THE MORNING WHEN HE WAS YOUNGER, HE WILL FIND HIS MOM PICKED UP HIS DIRTY CLOTHES AND PLACE THE FRESHLY WASHED CLOTHING BESIDE HIS BED!!!! SOME PARENT DID TOO MUCH FOR THEIR CHILDREN,, AND THESE KIDS GROW UP TO BE LESS MOTIVATED, FOR WHAT THEY GOT EVERYTHING WHEN THEY GREW UP,!!!! AND THE POOR DIDN'T HAVE THAT SO THEY WORK HARD TO HAVE THAT WHAT WAS MISSING IN HIS CHILDHOOD AND YOUTH!!!!!!!!
Identity Attack0.3817989
Insult0.40243408
Profanity0.079025
Threat0.01508414
Severe Toxicity0.055630904
Moderate 0.47886392 Constructive 0.506 Economic_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
Excuse mua,Hi there I am an Indian living in India , how colonialism is going whitards. Howdy 🤠
Excuse mua,Hi there I am an Indian living in India , how colonialism is going whitards. Howdy 🤠
Identity Attack0.45348886
Insult0.35333878
Profanity0.33453682
Threat0.017328756
Severe Toxicity0.02420936
Moderate 0.40336934 Constructive 0.541 Humor_Satire
Nov 2, 2025 Inside Canada's Indian Metropolis (Brampton)
The white guy in hi-vis seems very uncultured. Africans are brilliant people who are subjugated through religion. If religion didnt have them in a chokehold Africa would be richer then Europe. The many that enter …
The white guy in hi-vis seems very uncultured. Africans are brilliant people who are subjugated through religion. If religion didnt have them in a chokehold Africa would be richer then Europe. The many that enter the country need to have higher IQs then him.
Identity Attack0.38699543
Insult0.26957804
Profanity0.09899642
Threat0.012026439
Severe Toxicity0.016964722
Moderate 0.37458646 Moderate Con 0.436 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Hi guys this is a country of Indians not Canada gone in my opinion
Hi guys this is a country of Indians not Canada gone in my opinion
Identity Attack0.4006267
Insult0.14331897
Profanity0.07514556
Threat0.009799767
Severe Toxicity0.015867263
Moderate 0.3389984 Low Con 0.277 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
The man that you featured early in this video, the one in the brown coat and hi-viz vest... why didn't you blur out his face? Surely, you know that his life can be ruined for …
The man that you featured early in this video, the one in the brown coat and hi-viz vest... why didn't you blur out his face? Surely, you know that his life can be ruined for the things that you've shown him saying.
Identity Attack0.023595277
Insult0.10294484
Profanity0.068967216
Threat0.13734594
Severe Toxicity0.0127685545
Moderate 0.32289913 Moderate Con 0.49 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Hi Tyler . In Germany they have spots.( there Arabia typ ) don't have to go, to the place. But in the US they give them a Dame hole town.😂 Nuts. Also the Ghana Town. …
Hi Tyler . In Germany they have spots.( there Arabia typ ) don't have to go, to the place. But in the US they give them a Dame hole town.😂 Nuts. Also the Ghana Town. Greetings from Munich
Identity Attack0.28034934
Insult0.16751462
Profanity0.2263305
Threat0.020782012
Severe Toxicity0.020386212
Moderate 0.30502358 Moderate Con 0.494 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Hi Tyler, African here. The comment about African people's IQ is quite demeaning. I believe people are the same all over the world irregardless of the color of their skin 😊
Hi Tyler, African here. The comment about African people's IQ is quite demeaning. I believe people are the same all over the world irregardless of the color of their skin 😊
Identity Attack0.31307843
Insult0.15485314
Profanity0.08193458
Threat0.0083886795
Severe Toxicity0.010070801
Low Tox 0.28857216 Constructive 0.742 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
Hi Tyler I moved to Brampton on 1970 it was a great town in 2000 I moved to Wasaga Beach as did many on our street now they come there and poop on our. ⛱️ …
Hi Tyler I moved to Brampton on 1970 it was a great town in 2000 I moved to Wasaga Beach as did many on our street now they come there and poop on our. ⛱️ ❤❤❤love you tyler😊
Identity Attack0.013445892
Insult0.07016616
Profanity0.25824076
Threat0.010550622
Severe Toxicity0.012574885
Low Tox 0.25462922 Constructive 0.754 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Hi so I totally agree with not wanting your country change BC on immigrations and stuff and that this is like wrong but the things some ppl were saying is ACTUALLY really racist especially the …
Hi so I totally agree with not wanting your country change BC on immigrations and stuff and that this is like wrong but the things some ppl were saying is ACTUALLY really racist especially the guy on the cycle like hello are we not gonna acknowledge that??
Identity Attack0.11744241
Insult0.0777699
Profanity0.029888187
Threat0.0072235605
Severe Toxicity0.005569458
Low Tox 0.22311419 Constructive 0.629 Moral_Argument
Jan 29, 2026 6 likes Inside Canada's Indian Invasion...
If some guy handed you an invitation to a party at his house, and there, after an hour, someone approaches saying , 'I hate to tell you, but you WERE'NT actually invited and your invitation …
If some guy handed you an invitation to a party at his house, and there, after an hour, someone approaches saying , 'I hate to tell you, but you WERE'NT actually invited and your invitation is fake, and although the guy who invited you DOES HALF OWN the house, but it is HIS BROTHER hosting the party, and your friend, whenever his brother holds a party prints out fake invitations. And then after being told to just STAY PUT, after thinking that you would like to just leave, the guy who explained this comes over to tell you that since your friend IS half owner of the house, that you are ALLOWED TO STAY, but preferably if you could just walk a long narrow hallway in sit in the large roomy storage closet. Maybe then, you think it preferable to just leave, but IT MIGHT BE CONSTRUED that you are making A BIG FUSS about leaving, and this would be BEING RUDE to the people WHO TOOK QUITE A BIT OF TIME to help you sort out YOUR DILEMMA, and IF you DO leave, you might NOT EVER be invited back again, and if you AREN'T invited back, MAYBE someone who saw you AT THE PARTY: LIKES YOU, and will go around LOOKING FOR YOU, even to the points of looking through people's windows to find you, and WHAT IF this would happen at like 3am, and maybe you should JUST TRY TO enjoy your stay in the broom closet BECAUSE someone who DOES LIKE YOU would wait and be able to SPOT YOU and say 'hi' AS YOU EXIT the main entrance, if that is the only exit.
Identity Attack0.014249804
Insult0.0816321
Profanity0.10982819
Threat0.011767523
Severe Toxicity0.008277893
Low Tox 0.20335422 Constructive 0.667 Humor_Satire
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Gucci gang lil pump Hi fraser
Gucci gang lil pump Hi fraser
Identity Attack0.012641981
Insult0.081508696
Profanity0.20375896
Threat0.011430934
Severe Toxicity0.017287504
Low Tox 0.19893374 Low Con 0.26
Sep 4, 2018 How much do refugees and …
Come & check out Hawkesbury Ontario. Used to be a small town with a few immigrant families here & there, which is totally fine. Now, all sorts of newcomers arriving here with no jobs & …
Come & check out Hawkesbury Ontario. Used to be a small town with a few immigrant families here & there, which is totally fine. Now, all sorts of newcomers arriving here with no jobs & no place to live ahead of time. We have some kind of temple that we have no idea what it is and recently an Islamic Centre right on Main Street which we also have no idea what it is really. I could go on & on about this, there are so many strangers here now, walking everywhere, talking on their cellphones and sitting on our Main Street all day long....We try smiling at them or say Hi and they turn their head away from us... We don't recognize our town anymore...
Identity Attack0.17536941
Insult0.07808672
Profanity0.026317406
Threat0.0078449575
Severe Toxicity0.005645752
Low Tox 0.19789438 Constructive 0.769
Sep 19, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
Hi, African here (resident not race). People need to stop confusing racism for pattern recognition. If 9 out of 10 people from the same race/culture behave a certain way, treating them all the same isn't …
Hi, African here (resident not race). People need to stop confusing racism for pattern recognition. If 9 out of 10 people from the same race/culture behave a certain way, treating them all the same isn't racism, its being smart
Identity Attack0.13805299
Insult0.03070583
Profanity0.04065997
Threat0.00789674
Severe Toxicity0.004749298
Low Tox 0.15766735 Constructive 0.676
Jan 27, 2026 5 likes Inside Canada's Indian Invasion...
You hit the jackpot with that dude in the hi vis
You hit the jackpot with that dude in the hi vis
Identity Attack0.008694496
Insult0.03412145
Profanity0.07047026
Threat0.030278467
Severe Toxicity0.0062179565
Low Tox 0.15711457 Moderate Con 0.349
Jan 27, 2026 Inside Canada's Indian Invasion...
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 …
Boomer in the hi-vis vest was based
Boomer in the hi-vis vest was based
Identity Attack0.018771807
Insult0.03710241
Profanity0.036401358
Threat0.0079873605
Severe Toxicity0.0036239624
Low Tox 0.11078331 Moderate Con 0.306 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Would’ve been funnier if that hi-vis vest was a straight jacket. 😂
Would’ve been funnier if that hi-vis vest was a straight jacket. 😂
Identity Attack0.016159095
Insult0.0314771
Profanity0.036401358
Threat0.008634649
Severe Toxicity0.0035095215
Low Tox 0.11057663 Low Con 0.196 Humor_Satire
Mar 1, 2026 1 likes Inside Canada's Indian Invasion...
Hi, I'm from India. People you are talking about is from Punjab state of India. Punjabis were loyal to Britishers that is why these people going to canada etc. Whole India is not going there.
Hi, I'm from India. People you are talking about is from Punjab state of India. Punjabis were loyal to Britishers that is why these people going to canada etc. Whole India is not going there.
Identity Attack0.10221587
Insult0.02373764
Profanity0.019758832
Threat0.0068999166
Severe Toxicity0.0024795532
Low Tox 0.10913446 Constructive 0.648
Jan 14, 2026 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...

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.