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: "I was one of the …" 1,743 comments · Page 19 of 70
One thing I noticed is the only thing people ever say positive about foreigners coming to their area is that the food is good. Like just pay attention now and you’ll see, it’s always “ …
One thing I noticed is the only thing people ever say positive about foreigners coming to their area is that the food is good. Like just pay attention now and you’ll see, it’s always “ the food is better now that we have diversity” lol it’s like wtf
Identity Attack0.22458547
Insult0.16989174
Profanity0.4185329
Threat0.008336896
Severe Toxicity0.02296847
Moderate 0.39987978 Moderate Con 0.466 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Please do a video on the invasion of Mexicans / Hispanic into America over decades...but especially during the Biden admin; FORTY MILLION ILLEGALS, just during his 4 year fraudulent term; the Indian invasion pales in …
Please do a video on the invasion of Mexicans / Hispanic into America over decades...but especially during the Biden admin; FORTY MILLION ILLEGALS, just during his 4 year fraudulent term; the Indian invasion pales in comparison to how many Illegal Mexicans there are in the USA, totally flying under the radar, protected by a corrupt leftist media, & because they are protected by leftist towns, their city council, etc...and compromised leftist law enforcement, who also, btw, pay these ppl to gangstalk & harass, and illegally surveille, American citizens in these invaded towns. These ppl always travel in packs and gangs of people so they all support each other with money and aid in teaming up against others they hate; they believe America belongs to them & are ignorant of historical Facts & even so, do not care, and these ppl who refuse to assimilate or get legal citizenship, act entitled & present an attitude that everything here and everywhere but especially in America, is for Theirs for the taking...including white men...girls. They also have a very high rate of drug use / smuggling, early pregnancy among females, violence; gangs, etc...etc..far greater corruption & deviance than Indian culture which many of these things are mostly non-existent...at least Indians are intelligent & keep to themselves & are quiet....not that I support an all- out invasion...Attention though needs to also be on how illegal Hispanic culture, etc...has completely changed, and not for the better; the demographic & atmosphere of once peaceful, and at least once fairly educated, once nice looking American cities & towns...& they are taking all of our jobs, & then forcing applicants to learn the language of these foreign invaders, discriminating against citizens who don't speak their language; these ppl are getting massive funding in all sorts from all sorts of NGO's & elsewhere..: they are also driving far better, & more expensive vehicles than many citizens...so where is the money coming from...& they're buying up all our land, building housing for themselves, family, & for other illegals...which is, of course also corrupt & illegal...Money hungry & leftist leaning Real estate agents are just pushing these housing applicants through...no background check, nothing, and no one is investigating just that aspect alone...Many are also now copying American culture & opening up these copied businesses to monetarily capitalize on what sets Americans apart from Hispanic culture. And also...illegals are literally, violently Hunting ICE...threatening them, hurting and killing them, at the behest of other corrupt officials who invaded and took political power for a corrupt agenda; it is beyond treason. This is quite sad though for Canada...all of our towns are being deliberately RUINED BY GLOBALISM.
Identity Attack0.46028158
Insult0.34548226
Profanity0.0741757
Threat0.01750142
Severe Toxicity0.020257099
Moderate 0.39987978 Constructive 0.646 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
so the white guy is the one who face racism in there own country 😂
so the white guy is the one who face racism in there own country 😂
Identity Attack0.46028158
Insult0.17610447
Profanity0.094219476
Threat0.011430934
Severe Toxicity0.019482423
Moderate 0.39987978 Low Con 0.239 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Which one do You love to hate❤🤬 💩on a bus? Or 💩on a plate? 🚌🍽
Which one do You love to hate❤🤬 💩on a bus? Or 💩on a plate? 🚌🍽
Identity Attack0.038425524
Insult0.24171697
Profanity0.29053202
Threat0.022853967
Severe Toxicity0.023076924
Moderate 0.39915034 Low Con 0.275
Jan 27, 2026 Inside Canada's Indian Invasion...
Take a good look folks this woman doesn't do nothing send all her kids to private school when she agreed to lock us all done down under the Chinese virus right they turned our government …
Take a good look folks this woman doesn't do nothing send all her kids to private school when she agreed to lock us all done down under the Chinese virus right they turned our government into a clown show after all said and done nothing will get done not one person will get deported
Identity Attack0.25817248
Insult0.39297962
Profanity0.10116278
Threat0.010990778
Severe Toxicity0.014382465
Moderate 0.39915034 Low Con 0.265
Oct 2, 2025 IRCC Names India in Study …
White people scared to point out the problem. One based White dude on a bike.
White people scared to point out the problem. One based White dude on a bike.
Identity Attack0.4830652
Insult0.17237684
Profanity0.11601777
Threat0.02613456
Severe Toxicity0.019482423
Moderate 0.39915034 Low Con 0.26 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Why are they not telling the whole list of countries but just said, "India is the 1st in that list?!? Islamists are crawIing into our Western developed civilized Christian countries like a covid was spreading …
Why are they not telling the whole list of countries but just said, "India is the 1st in that list?!? Islamists are crawIing into our Western developed civilized Christian countries like a covid was spreading around, but no one says or does anything to prevent that!!!!!
Identity Attack0.45610145
Insult0.26196828
Profanity0.17334256
Threat0.03649433
Severe Toxicity0.023082556
Moderate 0.39915034 Low Con 0.271 Fear_Threat
Sep 30, 2025 IRCC Names India in Study …
Guy says every one should live happily 😂😂 When same ppl don’t like Bangolis, Kashmiri or Afghan immigrants in India. And we know India is known for its racism. 😂 These Panjeets stand with far …
Guy says every one should live happily 😂😂 When same ppl don’t like Bangolis, Kashmiri or Afghan immigrants in India. And we know India is known for its racism. 😂 These Panjeets stand with far right fascists against Muslim immigrants but ironically they are the majority immigrants in Middle eastern countries.
Identity Attack0.46028158
Insult0.34101152
Profanity0.12220735
Threat0.013579931
Severe Toxicity0.023076924
Moderate 0.39915034 Moderate Con 0.433
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
India is one giant scam call centre. All should be denied healthcare. Colleges need to be shutdown.
India is one giant scam call centre. All should be denied healthcare. Colleges need to be shutdown.
Identity Attack0.41975367
Insult0.36365277
Profanity0.14666493
Threat0.051067904
Severe Toxicity0.023076924
Moderate 0.39915034 Low Con 0.162 Identity_Assertion
Oct 1, 2025 IRCC Names India in Study …
When I went to Niagara college it was 90% Indian exchange students. I saw punjabis pimping out girls in the school bar and constantly selling hard drugs in the open. I saw Indians drag women …
When I went to Niagara college it was 90% Indian exchange students. I saw punjabis pimping out girls in the school bar and constantly selling hard drugs in the open. I saw Indians drag women bye their hair through the hallways and force themselves onto them in private study rooms, while their friends guarded the exit to the room. Multiple times i had to stand up for women and almost get physical with them. One pulled a knife out on my in the hallway when I told him to get off a girl that obviously didn't want it. Me and my friend rented a house beside the college and we would have occasional partys. They would show up the party and push hard drugs onto my friends. One was flashing around a hand gun and acting like a wanna be gangster. They would steal things and leave their trash everywhere. I finally had enough and said no more Indians at my house.
Identity Attack0.46028158
Insult0.33998606
Profanity0.2661772
Threat0.2836219
Severe Toxicity0.035007052
Moderate 0.39842087 Constructive 0.648
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I live 1 minute away from those shiva statue on gore rd. Everytime I drive by I get disgusted. If that was a statue of Jesus, everyone would force us to take it down, but …
I live 1 minute away from those shiva statue on gore rd. Everytime I drive by I get disgusted. If that was a statue of Jesus, everyone would force us to take it down, but because it’s a pagan fake god, no one cares.
Identity Attack0.39334553
Insult0.344702
Profanity0.19278693
Threat0.010964886
Severe Toxicity0.020386212
Moderate 0.39842087 Moderate Con 0.483 Identity_Assertion
Feb 9, 2026 2 likes Inside Canada's Indian Invasion...
If they work, file their taxes, don't siphon the system and talk to me in English then I do not care what they do in their own time. On the contrary, I wish them the …
If they work, file their taxes, don't siphon the system and talk to me in English then I do not care what they do in their own time. On the contrary, I wish them the best. Those who do not contribute to society and merely leech off of it are the true dregs. That applies the same to a white man with needles harassing people under a bridge and a black man in a hoodie and mask robbing a convenience store (non-Indian stereotypes) as it does to any immigrant who hops the border and expects this country to fund their way. That said, there have been far too many immigrants in the last decade, regardless of origin. I've lived in my small town in BC for 37 years and somehow I cannot get a family doctor (I visit all of the local clinics annually and am on the provincial waiting list) while a lot of newer residents seem to have a doctor within months of moving here. I am glad I bought my house when I did, I would not be able to afford one today. I am not against legal immigration, just slow it down so the infrastructure can support it and properly vet those who apply. The system for deportment currently employed in the US is far too hastened and imperfect for my liking but the lack-of-a-system (or heck, acknowledgement) that this is even an issue by the current and previous Canadian governments is equally as concerning (arguably more, other folks can debate the politics of it).
Identity Attack0.4482637
Insult0.36798462
Profanity0.16869035
Threat0.033386398
Severe Toxicity0.023076924
Moderate 0.39842087 Constructive 0.828 Policy_Critique
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Move out !! Your ancestors invaded and tricked those who were nice to you 😅😅😅 Heres an idea: Try another one of your annexation situations.
Move out !! Your ancestors invaded and tricked those who were nice to you 😅😅😅 Heres an idea: Try another one of your annexation situations.
Identity Attack0.11512129
Insult0.31740165
Profanity0.114160895
Threat0.04880493
Severe Toxicity0.023076924
Moderate 0.39842087 Low Con 0.196
Aug 29, 2025 Why Canadians Are Turning Against …
Canadians hate the mass immigration of foreigners and I know this because I am Canadian I lived in Canada for 20 years they do not like it it’s disgusting honestly they literally don’t wanna see …
Canadians hate the mass immigration of foreigners and I know this because I am Canadian I lived in Canada for 20 years they do not like it it’s disgusting honestly they literally don’t wanna see Emily and all roof up in one area turn it into a little whatever close the boarders
Identity Attack0.3819294
Insult0.35677677
Profanity0.08613731
Threat0.010084574
Severe Toxicity0.016964722
Moderate 0.3977292 Constructive 0.505 Identity_Assertion
Feb 26, 2026 Inside Canada's Indian Invasion...
Honestly as an Indian (tamil-nadu) I genuinely don't think anything Tyler does is racist. I am an international student in canada doing hons finance and doing my cfa this sem. do I think all indians …
Honestly as an Indian (tamil-nadu) I genuinely don't think anything Tyler does is racist. I am an international student in canada doing hons finance and doing my cfa this sem. do I think all indians are bad.. no not at all, but the ones that push their religion on others are most definetly bad and lack at civic sense. Punjabis get a lot of hate cuz 70% of them faked their student visas and got here, same goes for any tamil and indian or any country YOU CANNOT DO SOMETHING ILLEGALY THEN DEMAND TO BE TREATED THE SAME AS A LEGAL CIVILLIAN. and then there are people with no civic sense. it is wild
Identity Attack0.4482637
Insult0.35849577
Profanity0.14490221
Threat0.01508414
Severe Toxicity0.023076924
Moderate 0.3977292 Constructive 0.751 Personal_Narrative
Mar 2, 2026 1 likes Inside Canada's Indian Invasion...
Ok so Indians who came to Canada in 50s, 60s, 70s, 80s, 90s they tried to a assimilate but the whites never let them. They were racists, never gave them equal opportunities, always belittled them. …
Ok so Indians who came to Canada in 50s, 60s, 70s, 80s, 90s they tried to a assimilate but the whites never let them. They were racists, never gave them equal opportunities, always belittled them. So then those same Indians grouped together and created their business for their own and now you complain we do not assimilate. Dude clean your own backyard before complaining about others. If they do not work why there are no Indian homeless. They worked hard, harder your 5 generations combined thats why they were able to build houses. Their bathrooms are bigger then your bedrooms. If now have something to complain you are free to leave the country. so at 3:00 he is saying, it does not cost illegals a penny to go to hospital. How many illegals has he smuggled into Canada. Any person in Canada without the provincial insurance has to pay everything out of pocket. I just got my dads blood work done today and he is on a visitor visa. It costed me $750 dollars, and before that just a walk in visit costed me $$175 dollars. And about paying taxes, I garuntee you a single houshold of Indians pay more in Taxes than a whole street of these white shit heads. The amount of myths they have created around immigrants is astonishing. There is is a reason conservatives loves the poor and the uneducated. You can clearly see the stark difference between how a Canadian born and raised person is speaking about other and how an immigrant is speaking about others and distributing free food and serving the society. THe people who have never tried to help anyone will always be jealous of those who help and prosper. We did not came from broken country, we just came here for a little better life which we have gotten with our hardwork and we owe nothing to these half ass naked shit rags complaining about immigrants when they themselves are either one or descendants of immigrants.
Identity Attack0.46028158
Insult0.33998606
Profanity0.08290444
Threat0.011974656
Severe Toxicity0.02116089
Moderate 0.3974717 Constructive 0.587
Sep 18, 2025 Inside Canada's Indian Metropolis (Brampton)
Canadians are the only ones that can save Canada.Indians and Muslims have taken over Canada.
Canadians are the only ones that can save Canada.Indians and Muslims have taken over Canada.
Identity Attack0.50125694
Insult0.23704576
Profanity0.036401358
Threat0.0100069
Severe Toxicity0.018384963
Moderate 0.3974717 Low Con 0.214 Identity Attack Identity_Assertion
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Transplanting one of the worse cultures of the world to the Americas.
Transplanting one of the worse cultures of the world to the Americas.
Identity Attack0.40883094
Insult0.3126888
Profanity0.07385241
Threat0.009955117
Severe Toxicity0.015286255
Moderate 0.3974717 Low Con 0.15 Identity_Assertion
Oct 2, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Canadians will retaliate against these poopjeets in any way possible now. Pop their car tires whenever you see one
Canadians will retaliate against these poopjeets in any way possible now. Pop their car tires whenever you see one
Identity Attack0.19100772
Insult0.42881694
Profanity0.2253223
Threat0.06205949
Severe Toxicity0.021548226
Moderate 0.3972142 Low Con 0.22 Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
DEPORT EVERY LAST ONE OF THEM !!!
DEPORT EVERY LAST ONE OF THEM !!!
Identity Attack0.2949366
Insult0.15236975
Profanity0.053435806
Threat0.2857609
Severe Toxicity0.022839356
Moderate 0.3972142 Low Con 0.138 Call_To_Action
Feb 26, 2026 2 likes Inside Canada's Indian Invasion...
No one considers himself a racist as long as it does not come to Indians or Gypsies (Also Indians, but more impudent).
No one considers himself a racist as long as it does not come to Indians or Gypsies (Also Indians, but more impudent).
Identity Attack0.4887047
Insult0.26957804
Profanity0.1352073
Threat0.017846745
Severe Toxicity0.022322904
Moderate 0.3972142 Moderate Con 0.342 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Keep deporting the bad actors. The ones here getting into their cultural crimes deport , deport , deport. No more chanting death to Canada! They are not ever going to integrate.
Keep deporting the bad actors. The ones here getting into their cultural crimes deport , deport , deport. No more chanting death to Canada! They are not ever going to integrate.
Identity Attack0.35299334
Insult0.28586254
Profanity0.035649836
Threat0.34804323
Severe Toxicity0.021935565
Moderate 0.3972142 Low Con 0.228 Fear_Threat
Dec 26, 2025 Deportations From Canada at Their …
JHC what is the West doing to itself..Jews are the ones who admit they are behind this invasion
JHC what is the West doing to itself..Jews are the ones who admit they are behind this invasion
Identity Attack0.46614665
Insult0.1711343
Profanity0.15724123
Threat0.02682521
Severe Toxicity0.023076924
Moderate 0.39669925 Low Con 0.16 Unverified_Claim
Mar 3, 2026 Inside Canada's Indian Metropolis (Brampton)
Only in 1985, one generation ago , populaion of India was 700 million, half of what there is today. They breed like rabbits. This has to stop!
Only in 1985, one generation ago , populaion of India was 700 million, half of what there is today. They breed like rabbits. This has to stop!
Identity Attack0.38223284
Insult0.40243408
Profanity0.12639372
Threat0.013424582
Severe Toxicity0.023076924
Moderate 0.39669925 Low Con 0.289
Nov 21, 2025 Why Canadians Are Turning Against …
One word deport. Stop the free money, close the borders, and kick out the criminals they have let in.
One word deport. Stop the free money, close the borders, and kick out the criminals they have let in.
Identity Attack0.2803029
Insult0.24928534
Profanity0.046171114
Threat0.44531298
Severe Toxicity0.023076924
Moderate 0.39669925 Low Con 0.105 Call_To_Action
Aug 25, 2025 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.