Skip to content
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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "Who is the man on …" 545 comments · Page 7 of 22
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 …
So how then, did one man erase all the good. And dont say he was an idiot because some big people in government made this happen. Who bought our government. We know the current government …
So how then, did one man erase all the good. And dont say he was an idiot because some big people in government made this happen. Who bought our government. We know the current government certainly has ten times that money But they will use our money our pensions to bury this once great country
Identity Attack0.02721288
Insult0.5208188
Profanity0.27747265
Threat0.009877442
Severe Toxicity0.014705247
Moderate 0.47886392 Moderate Con 0.394 Insult Unverified_Claim
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
the bike man hates africans cause they're not his slaves anymore...
the bike man hates africans cause they're not his slaves anymore...
Identity Attack0.55044734
Insult0.336253
Profanity0.22542313
Threat0.029069828
Severe Toxicity0.02411546
Moderate 0.47886392 Low Con 0.229 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
\\Not suprised by the polish dude... most polish people i met here living and born in the states have the most racial takes ! I was at a bar in NYC and i lost my …
\\Not suprised by the polish dude... most polish people i met here living and born in the states have the most racial takes ! I was at a bar in NYC and i lost my ID so i took my American Passport with me as a substitute and I showed the bouncer and he let me in the dive bar and i sat down to order and I hear an Old Polish dude with a accent tell his buddy "well at least we know its legal" as i turned to say "let me see your ID cause your accent is not american" as he started talking shit out loud and I told him" look at the foriegner telling a Mexican American man who is Native to the Americas with Native American ancestry that he does not belong in North America" my friends had my back and the bartneder gave me a free drink and stopped serving the Moron.... want to know something funny... I was born and raised in Brooklyn parkslope and went to a Polish Catholic school from Pre k to kindergarten and i was the only non polish person in the school and I spoke some words in polish as my baby sitter was an old polish woman.
Identity Attack0.4931391
Insult0.4339631
Profanity0.46222726
Threat0.13178273
Severe Toxicity0.16960317
Moderate 0.47772613 Constructive 0.686 Personal_Narrative
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
The man on the bike is a total racist.
The man on the bike is a total racist.
Identity Attack0.3758158
Insult0.4747285
Profanity0.16682947
Threat0.009411395
Severe Toxicity0.022710243
Moderate 0.47473195 Low Con 0.264 Identity_Assertion
Feb 27, 2026 1 likes Inside Canada's Indian Invasion...
Lmao that monkey man looking statue and blueman
Lmao that monkey man looking statue and blueman
Identity Attack0.09245483
Insult0.4710501
Profanity0.33453682
Threat0.011638066
Severe Toxicity0.023645958
Moderate 0.47119883 Low Con 0.274 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
8:39 They all look similar. Is polish where everyone looks grumpy or blonde. 9:01 They walk around naked said by a naked man😂
8:39 They all look similar. Is polish where everyone looks grumpy or blonde. 9:01 They walk around naked said by a naked man😂
Identity Attack0.25478655
Insult0.26957804
Profanity0.3051381
Threat0.049128212
Severe Toxicity0.02604016
Moderate 0.47119883 Moderate Con 0.303
Oct 3, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
That bike man, thats the man i fear the most.. he has no fear, Ready to die
That bike man, thats the man i fear the most.. he has no fear, Ready to die
Identity Attack0.03636306
Insult0.16883044
Profanity0.17241211
Threat0.5253276
Severe Toxicity0.04397394
Moderate 0.47119883 Low Con 0.278 Threat Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Man this channel gets more racism every video but I’m here for it
Man this channel gets more racism every video but I’m here for it
Identity Attack0.37292135
Insult0.23704576
Profanity0.18786818
Threat0.030278467
Severe Toxicity0.023076924
Moderate 0.47119883 Moderate Con 0.339 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm from Toronto...thanks for this, man. This is completely accurate. My friend was hom*cided by a Nigerian....but that white dude is hilarious! I can't believe you went to Brampton..!!!!
I'm from Toronto...thanks for this, man. This is completely accurate. My friend was hom*cided by a Nigerian....but that white dude is hilarious! I can't believe you went to Brampton..!!!!
Identity Attack0.5135796
Insult0.40243408
Profanity0.39409557
Threat0.0824309
Severe Toxicity0.13073033
Moderate 0.47119883 Constructive 0.706 Identity Attack Unverified_Claim
Feb 22, 2026 Inside Canada's Indian Invasion...
I wonder how many of the white bikemans family in nursing homes or on welfare or taking the white mans drug meth
I wonder how many of the white bikemans family in nursing homes or on welfare or taking the white mans drug meth
Identity Attack0.5274064
Insult0.344702
Profanity0.18294942
Threat0.06205949
Severe Toxicity0.023246882
Moderate 0.46982017 Moderate Con 0.318 Identity Attack Identity_Assertion
Feb 26, 2026 1 likes Inside Canada's Indian Invasion...
Canada is completely cooked, man. I hate living here.
Canada is completely cooked, man. I hate living here.
Identity Attack0.46028158
Insult0.35677677
Profanity0.20262444
Threat0.009437286
Severe Toxicity0.023076924
Moderate 0.46716887 Moderate Con 0.362 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
lmao man like the jeets didnt hate you enough
lmao man like the jeets didnt hate you enough
Identity Attack0.14233272
Insult0.33998606
Profanity0.2600683
Threat0.035458352
Severe Toxicity0.023129508
Moderate 0.46716887 Low Con 0.221 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Creepy corrupt Carney has a God savior complex that will destroy Canada totally. The most dangerous man in Canada now. A dictator and communist. Recall in book Values, his biggest hero is Karl Marx the …
Creepy corrupt Carney has a God savior complex that will destroy Canada totally. The most dangerous man in Canada now. A dictator and communist. Recall in book Values, his biggest hero is Karl Marx the father of communism.
Identity Attack0.073429056
Insult0.5130944
Profanity0.04592061
Threat0.02613456
Severe Toxicity0.015867263
Moderate 0.4645176 Low Con 0.16 Insult
Jun 19, 2025 1 likes How Canada broke its immigration …
Also, whining about your pay, but forgetting the YOLO phase you all, including myself had to deal with. So many alcoholics crying because they facing the problems many have faced for generations. Im not a …
Also, whining about your pay, but forgetting the YOLO phase you all, including myself had to deal with. So many alcoholics crying because they facing the problems many have faced for generations. Im not a fan of immigration, but seeing the first class whitey get some humble pie is crazy :) Stop being a PAWG and chasing that man sausage
Identity Attack0.38826546
Insult0.48627716
Profanity0.17987521
Threat0.011405042
Severe Toxicity0.023076924
Moderate 0.46186632 Moderate Con 0.466
Aug 29, 2025 Why Canadians Are Turning Against …
As a once proud Canadian, the guy said everything every Canadian feels. He is also right about Sikhs being better than Africans. The Somalis and Eritreans are actually intolerable and have no respect at all …
As a once proud Canadian, the guy said everything every Canadian feels. He is also right about Sikhs being better than Africans. The Somalis and Eritreans are actually intolerable and have no respect at all for their host country. Deport them all please. Thank you for speaking your mind based biker man and may someone buy you a Pilsner if ever in the prairies 🫡
Identity Attack0.55044734
Insult0.40243408
Profanity0.054938845
Threat0.063352615
Severe Toxicity0.029626917
Moderate 0.45921504 Constructive 0.753 Identity Attack Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Give that man on the bycicle an award since he has the balls to speak this out loud. Id speak it outloud aswell, his takes were 100% valid and true
Give that man on the bycicle an award since he has the balls to speak this out loud. Id speak it outloud aswell, his takes were 100% valid and true
Identity Attack0.014249804
Insult0.26957804
Profanity0.40878695
Threat0.012803185
Severe Toxicity0.023076924
Moderate 0.45761138 Constructive 0.572 Solidarity
Jan 29, 2026 Inside Canada's Indian Invasion...
nah F this man im unsubbing
nah F this man im unsubbing
Identity Attack0.03249594
Insult0.2838064
Profanity0.4044591
Threat0.033386398
Severe Toxicity0.035007052
Moderate 0.45761138 Low Con 0.239 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
9:01 “They never even cover up the window, they walk naked” - literally Polish man who’s walking around naked 😂😂😂
9:01 “They never even cover up the window, they walk naked” - literally Polish man who’s walking around naked 😂😂😂
Identity Attack0.33675182
Insult0.19734058
Profanity0.2564132
Threat0.035113025
Severe Toxicity0.02416241
Moderate 0.45751464 Low Con 0.235
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
White countrys the west etc are almost gone.. Canada is beyond repair its gone. Europe has been ruined its gone. forever. Its just been put into order in Japan and S korea they lie and …
White countrys the west etc are almost gone.. Canada is beyond repair its gone. Europe has been ruined its gone. forever. Its just been put into order in Japan and S korea they lie and tell them birth rates going down which is a fuckinig lie just like global warming use these lies to take control. All these countries are what keep the world running in a "free state" and keep the world going in general. They have been replaced by 2nd and 3rd world immigrants on purpose. Why do you think Russia is at war and china is the bad country etc? Because israel doesnt have control over them fully. they are only few country's left where arent being replaced by goddamn immigrants. they use 2nd world immigrants to replace the white countrys because 3rd world counrtys they wouldnt be able to keep things running there iq is so low they are considered retarded by western standards. IThis is all being done by Israel.. there goal is to have a one world order meaning they control the world fully and have one country is the main goal. They were never promised a homeland so this is there plan. Once there are no white countrys left they have full control over every country. they have this written out to the public. the next phase will be to kill off the world population too 500,000,000 either through world war or a man made virus. And it will be kept under 500,000,000 after.. Then the one world order will be put in place. If you cant undestand this or see this yet then you are part of the problem and insanelly dumb because you are being used these people (the jews) want you dead. They look at anyone that isnt jewish as subhuman.. goyim.
Identity Attack0.45348886
Insult0.41530323
Profanity0.40185395
Threat0.017328756
Severe Toxicity0.03321367
Moderate 0.45751464 Moderate Con 0.317 Unverified_Claim
Mar 2, 2026 Inside Canada's Indian Invasion...
For an embarrassment of a man with the bike and goofs who think like him, watch ISHOWSPEED, a young African-American crisscrossing across the continent of Africa and debunking century old white supremacy nonsense in realtime …
For an embarrassment of a man with the bike and goofs who think like him, watch ISHOWSPEED, a young African-American crisscrossing across the continent of Africa and debunking century old white supremacy nonsense in realtime and absolute reality.
Identity Attack0.46028158
Insult0.47384647
Profanity0.13168186
Threat0.012647836
Severe Toxicity0.023076924
Moderate 0.45703048 Low Con 0.264 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
That man on cycle talking about Indians is just hating.
That man on cycle talking about Indians is just hating.
Identity Attack0.46050715
Insult0.36193377
Profanity0.18909787
Threat0.011146127
Severe Toxicity0.023076924
Moderate 0.45090583 Low Con 0.253
Jan 27, 2026 Inside Canada's Indian Invasion...
Damn man you were 5 minutes away from my place at motel Pierre hahaha it’s a staple in Montreal
Damn man you were 5 minutes away from my place at motel Pierre hahaha it’s a staple in Montreal
Identity Attack0.021183543
Insult0.21368977
Profanity0.50818664
Threat0.009437286
Severe Toxicity0.023076924
Moderate 0.4421347 Constructive 0.515 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
That's why you are a hate mongering guy humongering hate against the community that you cannot compete into it why this community has money because they work too hard man they work too hard and …
That's why you are a hate mongering guy humongering hate against the community that you cannot compete into it why this community has money because they work too hard man they work too hard and you don't have money maybe stop being a jealous and work more harder and you will achieve because those people did not came there free they have to show more than half a million to $700,000 in their bank account to get a visa for Canada or America nothing free so stop being a mongering hate peaceful community like Indian and why don't you work for yourself more hours more hours more than 18 to 19 hours to complete with them instead of blaming everywhere and a word and everything it's not the end of world man
Identity Attack0.07508347
Insult0.47384647
Profanity0.08613731
Threat0.010395273
Severe Toxicity0.021031776
Moderate 0.4402136 Constructive 0.534
Aug 26, 2025 Why Canadians Are Turning Against …
It’s everywhere in Canada man. Montreal is turning into all Haitians and Arabs and they’re not good people, sorry. Of course I’ve met some who are great individuals, but most of them are not good …
It’s everywhere in Canada man. Montreal is turning into all Haitians and Arabs and they’re not good people, sorry. Of course I’ve met some who are great individuals, but most of them are not good news
Identity Attack0.5498214
Insult0.38406035
Profanity0.10178173
Threat0.010783645
Severe Toxicity0.023293832
Moderate 0.4402136 Constructive 0.532 Identity Attack Unverified_Claim
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.