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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: "There should be a gang …" 93 comments · Page 2 of 4
Saaar walcom jeet horton now Canda is same #1 great world superpower same like india saaar. Vehicular hamicide, no job for teenagr, only hire indian and destoy business with sabotage and/or incompetents, fraud x10000%, sexul …
Saaar walcom jeet horton now Canda is same #1 great world superpower same like india saaar. Vehicular hamicide, no job for teenagr, only hire indian and destoy business with sabotage and/or incompetents, fraud x10000%, sexul harssment, poop in beach, niagara falls new Ganges, and much much more. Indians: no pros..just cons
Identity Attack0.5039629
Insult0.5129801
Profanity0.36225098
Threat0.34804323
Severe Toxicity0.35368225
Moderate 0.47173777 Low Con 0.157 Identity Attack Insult Unverified_Claim
Feb 25, 2026 1 likes Inside Canada's Indian Invasion...
Okay yall hate indians so much yeah? I wish the muslims on you , the beautiful Rp gangs of Bangladesh and pakistan would be better for canada 😂😂
Okay yall hate indians so much yeah? I wish the muslims on you , the beautiful Rp gangs of Bangladesh and pakistan would be better for canada 😂😂
Identity Attack0.55044734
Insult0.29855028
Profanity0.11354194
Threat0.028206514
Severe Toxicity0.023106033
Moderate 0.47119883 Low Con 0.231 Identity Attack Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
This guy should talk. We had to hold a whole Caribbean festival for his community all that dirty smell.btw, guess who’s responsible for all the gang violence, carjacking, and drug dealing affecting the city. Have …
This guy should talk. We had to hold a whole Caribbean festival for his community all that dirty smell.btw, guess who’s responsible for all the gang violence, carjacking, and drug dealing affecting the city. Have you seen certain areas of Toronto — like Jane and Finch or parts of Scarborough? It’s been a "disgusting abomination" for decades.
Identity Attack0.13163337
Insult0.4962726
Profanity0.068967216
Threat0.012130005
Severe Toxicity0.014640691
Moderate 0.44573322 Constructive 0.563 Identity_Assertion
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
When White Gangs are saying Brown Gangs are a big problem n killing women n children….. then why isn’t Canada deporting them all or locking Canadian Gangs up! Oh right cops and government are compliant
When White Gangs are saying Brown Gangs are a big problem n killing women n children….. then why isn’t Canada deporting them all or locking Canadian Gangs up! Oh right cops and government are compliant
Identity Attack0.50588524
Insult0.26395
Profanity0.075468846
Threat0.34804323
Severe Toxicity0.023364257
Moderate 0.43720075 Low Con 0.253 Identity Attack Moral_Argument
Feb 19, 2026 Canadian immigration officers investigating hundreds …
I wonder how racist dogs roam freely in Canada? Indians are hard workers; there are various non-working German tribes with mafia gangs, there are Chinese gangs with separate police stations that do not respect Canadian …
I wonder how racist dogs roam freely in Canada? Indians are hard workers; there are various non-working German tribes with mafia gangs, there are Chinese gangs with separate police stations that do not respect Canadian laws; you can stop at Tim Hortons for an hour and work on PC time and talk.
Identity Attack0.44690517
Insult0.44464502
Profanity0.062454045
Threat0.008531082
Severe Toxicity0.02258113
Moderate 0.43475235 Constructive 0.514 Identity_Assertion
Feb 23, 2026 Inside Canada's Indian Invasion...
Id rather accept indien than middle east. Look at europe like sweden. Shooting everyweek and killing. Gang connected with Iran regime support. I love indien people they are respectful
Id rather accept indien than middle east. Look at europe like sweden. Shooting everyweek and killing. Gang connected with Iran regime support. I love indien people they are respectful
Identity Attack0.46028158
Insult0.1711343
Profanity0.16217725
Threat0.44185185
Severe Toxicity0.03590374
Moderate 0.41910073 Constructive 0.512 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Y'on pas vraiment le Choix, ils ont mis l'économie tellement dans la Merde avec ces Programmes, et, en Plus, la Population en Voulait MÊME pas Sinon les WOKEs et la Gang de PERDU....MAIS le MAL …
Y'on pas vraiment le Choix, ils ont mis l'économie tellement dans la Merde avec ces Programmes, et, en Plus, la Population en Voulait MÊME pas Sinon les WOKEs et la Gang de PERDU....MAIS le MAL EST FAIT...
Identity Attack0.09576365
Insult0.47273466
Profanity0.54024357
Threat0.008634649
Severe Toxicity0.16960317
Moderate 0.41690505 Low Con 0.232
Nov 23, 2025 Quebec Ends Economic Immigration Program …
We have a ton of drug crime, gangs now all run by Indians. Alot of street shooting and drive by- never had that before the mass migration started...as soon as we say anything we are …
We have a ton of drug crime, gangs now all run by Indians. Alot of street shooting and drive by- never had that before the mass migration started...as soon as we say anything we are targeted as racists. I was fired from a government contract for catching corruption. They litter a ton - never had litter across canada so bad. It is destroying our cities they live like it is a slum when the concentrate in specific neighborhoods. Right now we have about 2 million illegal students who came on a student visa - but stayed after the expiry. Many took over the smaller trucking businesses and fast food franchises - those 2 industries became SO CORRUPT! They don't get car insurance - I know several people who got hit in Alberta - NO COVERAGE and no accountability. 75% of Canadians want them gone!...every industry they get involved in in large numbers gets corrupted and becomes problematic, because it is just part of their culture/way of life.
Identity Attack0.46028158
Insult0.36798462
Profanity0.07934829
Threat0.122295745
Severe Toxicity0.023076924
Moderate 0.40336934 Constructive 0.675 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
You should see the state of the GTA at this point, it's ridiculous. I grew up there, in the span of just 30 years it's like a night and day difference in demographics. We went …
You should see the state of the GTA at this point, it's ridiculous. I grew up there, in the span of just 30 years it's like a night and day difference in demographics. We went from a high-trust society that could leave our doors unlocked during the day to the exact opposite. You can't walk around at night in some areas anymore, there is just so much violence now. Especially from gangs or wannabe fake gansters.
Identity Attack0.050216515
Insult0.46625584
Profanity0.13608865
Threat0.0130621
Severe Toxicity0.01083374
Moderate 0.4014846 Constructive 0.699 Fear_Threat
Jan 27, 2026 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...
too late. in 100 years, the entire world will be 3rd world, but the paedo small hat gang and friends will rule us all.
too late. in 100 years, the entire world will be 3rd world, but the paedo small hat gang and friends will rule us all.
Identity Attack0.2331515
Insult0.37506318
Profanity0.17380778
Threat0.046541955
Severe Toxicity0.022322904
Moderate 0.39669925 Low Con 0.145 Unverified_Claim
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
You havent seen the nasty parts. Of course walking into temple with a camera you will hear advocation for peace. Growing up there you are taught in school that if you are white you are …
You havent seen the nasty parts. Of course walking into temple with a camera you will hear advocation for peace. Growing up there you are taught in school that if you are white you are evil from the teachers and the brown students of which outnumber you 20/1 take that mileage and run with it. Many employers and landlords will not even give you a chance unless you are of their faith or from their home region in india or pakistan, and if you are black or white than you shouldnt even bother trying… aint gonna happen. There is a massive entitlement from the younger Sikhs who actively want to see the country become more closer to the punjab with Brampton being the new Lahore. Street violence rarely gets brought up anymore because it is so frequent so media only jumps on it if they got nothing else to use. The majority of gangs are in Bramalea south of Kennedy. This isnt just circumstances because “they have it so hard here boohoo”. The Tamel people that live in Brampton come from India and Sri Lanka. Many fled due to the tigers and because India has been trying to destroy their culture for a long while. You wont find Tamel who has lived in Canada more than a year in a gang, or with a thick as lard accent, or speaking their previous language in public. They are good people, very respectful.
Identity Attack0.44690517
Insult0.3388922
Profanity0.17101645
Threat0.025961896
Severe Toxicity0.022710243
Moderate 0.38601747 Constructive 0.663 Personal_Narrative
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm an Indian and Punjab is the worst state where all the drugs, criminals, illegal border crossings, rape, human traffickers and terrorism, gangs, gang violence connecting with khalistan are raised and they just have plenty …
I'm an Indian and Punjab is the worst state where all the drugs, criminals, illegal border crossings, rape, human traffickers and terrorism, gangs, gang violence connecting with khalistan are raised and they just have plenty of land plus black money which gives them power. Sad some of the states have totally put the whole country name to such a shame and have never evolved from such a mindset. I just pray Indians to represent their country abroad as a better citizen and respect their laws and culture.
Identity Attack0.44690517
Insult0.36537176
Profanity0.20916378
Threat0.12689553
Severe Toxicity0.031420294
Moderate 0.38601747 Constructive 0.704 Personal_Narrative
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
It is only a matter of time before Canadian rivers resemble the Ganges, with rubbish strewn everywhere.
It is only a matter of time before Canadian rivers resemble the Ganges, with rubbish strewn everywhere.
Identity Attack0.23391083
Insult0.40189892
Profanity0.048175167
Threat0.007832011
Severe Toxicity0.010375977
Moderate 0.37955463 Low Con 0.272 Fear_Threat
Feb 11, 2026 Inside Canada's Indian Invasion...
Meri benti a ah chappal gang nu atleast shoes paaa k niklya karo bahar kyu bezti krone rehne chare paase …roj 2-3 chappal gang aale dekhda mai surrey ch …kaddd akal ayu tuhanu
Meri benti a ah chappal gang nu atleast shoes paaa k niklya karo bahar kyu bezti krone rehne chare paase …roj 2-3 chappal gang aale dekhda mai surrey ch …kaddd akal ayu tuhanu
Identity Attack0.28034934
Insult0.42167732
Profanity0.33453682
Threat0.3423812
Severe Toxicity0.17009245
Moderate 0.37458646 Low Con 0.282 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
Thanks to your liberal Gov. letting UNKOWN WHO EVER across our boarder AND FLOWN IN allowed to stay sucking up YOUR paychq with extra taxes to pay for thier housing/rent, food, medical services. Here's is …
Thanks to your liberal Gov. letting UNKOWN WHO EVER across our boarder AND FLOWN IN allowed to stay sucking up YOUR paychq with extra taxes to pay for thier housing/rent, food, medical services. Here's is food for thought (I'm 65+) ww2. People would flee thier country so back then 10 people being caught coming into a unkown country 1 or 2 from that group were spys to destroy that country. Heres my point>> When Canada/bleeding hearts let thousands of unkown into our land how many ARE CRIMINALS, GANG CARTIL, and by the way the world is now looking at Canada as a NARCO country which means politics is now controled by CARTIL, GANG, CORRUPTION. CHECK IT OUT IN GOOGLE .... is canada a narco state>> The writing is on the wall.
Identity Attack0.116281845
Insult0.36798462
Profanity0.18663849
Threat0.012647836
Severe Toxicity0.021806452
Moderate 0.36867723 Constructive 0.523 Fear_Threat
Feb 18, 2026 Canadian immigration officers investigating hundreds …
They join gangs, or working for cash aka slave like cheap labour in the south Asian community. This scam is 30 years old.
They join gangs, or working for cash aka slave like cheap labour in the south Asian community. This scam is 30 years old.
Identity Attack0.2949366
Insult0.29855028
Profanity0.084844165
Threat0.011275585
Severe Toxicity0.01302678
Moderate 0.36095104 Moderate Con 0.367 Unverified_Claim
Oct 3, 2025 1 likes IRCC Names India in Study …
You should go to Surrey in BC. There is Indian and Pakistan gangs going on there.
You should go to Surrey in BC. There is Indian and Pakistan gangs going on there.
Identity Attack0.4006267
Insult0.22770336
Profanity0.10982819
Threat0.053654157
Severe Toxicity0.019224197
Moderate 0.36095104 Moderate Con 0.421 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Our cities are now triad gangs and middle eastern citizens. Canadians are now second class citizens in our own country.
Our cities are now triad gangs and middle eastern citizens. Canadians are now second class citizens in our own country.
Identity Attack0.3825363
Insult0.24928534
Profanity0.024677763
Threat0.008712323
Severe Toxicity0.013801457
Moderate 0.3389984 Low Con 0.277
Oct 22, 2025 IRCC Names India in Study …
22:02 👹:::Because of 🤦‍♀️ the gift 🎁 of 🤦‍♀️ Imperialism and Multiculturalism: it’s not perfect 👌… actually quite hard to control all 🛂 LIVE after 🛬… but it’s ☝️ 🆒 opportunity for sustainable 🪝 inside …
22:02 👹:::Because of 🤦‍♀️ the gift 🎁 of 🤦‍♀️ Imperialism and Multiculturalism: it’s not perfect 👌… actually quite hard to control all 🛂 LIVE after 🛬… but it’s ☝️ 🆒 opportunity for sustainable 🪝 inside other countries 🌑💸 and infractionality infrastructures… you don’t want to have spontaneous gangs inside your own home, so you better let them cluster the generation they are welcomed….C’mon, man‼️…🧐…😃…😀…🤫…🤷‍♀️🧮🤦‍♀️…😿🌁⌛️⚕️🗽🎡🧘‍♀️
Identity Attack0.2839175
Insult0.16773392
Profanity0.16264248
Threat0.05430072
Severe Toxicity0.02383376
Moderate 0.3389984 Moderate Con 0.368 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
They are all in Brampton and Surrey. Smashing jewellery stores and shooting up the neighbourhood in extortion schemes and gang violence.
They are all in Brampton and Surrey. Smashing jewellery stores and shooting up the neighbourhood in extortion schemes and gang violence.
Identity Attack0.08087392
Insult0.07365121
Profanity0.028913507
Threat0.44185185
Severe Toxicity0.017416617
Moderate 0.3308965 Moderate Con 0.389 Fear_Threat
Feb 3, 2026 IRCC Names India in Study …
That cop inside the house never passed his physical test period end of story, stop hiring these people they are not loyal to Canadians only to India and Pakistan and yes this has to be …
That cop inside the house never passed his physical test period end of story, stop hiring these people they are not loyal to Canadians only to India and Pakistan and yes this has to be looked at as this creates moles inside the Police and Government positions for these Criminal gangs from India and Pakistan to operate freely here.
Identity Attack0.36942887
Insult0.26196828
Profanity0.026727317
Threat0.011430934
Severe Toxicity0.0119018555
Moderate 0.3281604 Moderate Con 0.38 Fear_Threat
Feb 19, 2026 Canadian immigration officers investigating hundreds …
CBC is a tool of the predatory Globalist criminal gangs. Soros and Bloomberg are the main players..
CBC is a tool of the predatory Globalist criminal gangs. Soros and Bloomberg are the main players..
Identity Attack0.055673428
Insult0.3393024
Profanity0.032894265
Threat0.009256045
Severe Toxicity0.0066375732
Moderate 0.32712606 Low Con 0.063
Sep 15, 2018 7 likes How much do refugees and …
99.99% of alleged asylum seekers from India are Punjabi Sikhs, most of whom end up in low wage jobs owing to a lack of education and an inability to read, write, or communicate in English. …
99.99% of alleged asylum seekers from India are Punjabi Sikhs, most of whom end up in low wage jobs owing to a lack of education and an inability to read, write, or communicate in English. And almost 99.99% of them are lying on their asylum applications. Please Google "Punjabi gangs in Canada", see for yourself.
Identity Attack0.37292135
Insult0.24928534
Profanity0.020920247
Threat0.007909686
Severe Toxicity0.010375977
Moderate 0.3260917 Moderate Con 0.425
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Here is a aggressively neutral take as a Canadian elementary school teacher in an area with an extremely high Indian population (around half our school is ethnically Indian). It is also my own opinion, and …
Here is a aggressively neutral take as a Canadian elementary school teacher in an area with an extremely high Indian population (around half our school is ethnically Indian). It is also my own opinion, and some opinions on the internet suck: The good: Cultural integration IS possible (the Indian families are more into hockey than the white families where I live), tons of cross-cultural friendships, beautiful blend of cultural celebrations, top achievers are almost always second-generation immigrants, kids are growing up to love their parents' culture while also loving Canada's, many fantastic families who engage their children well and raise them very respectfully, religious temples that will feed an amazing meal to ANYBODY who walks into them (as long as you cover your hair), low rates of family trauma (drugs, abuse, divorce, etc.), families that take care of their elders The rough: Not all families are interested in being Canadian (some families just send their kids to Indian speaking private schools, live in Indian areas, and only seem to practice Indian ways of life - what's even the point?), many Indian families retreated into their home-lives during Covid which removed their children from integration opportunities, a very small percentage of the families are absolutely TERRIBLE at parenting and treat their sons and daughters with different levels of respect, multi-family households pay a single property tax which makes the contribution per taxpayer much smaller (while social benefits are equal to anybody else), some crime such as extortion and gang activity has been imported into the country, some individuals' disregard for rules and laws (setting fireworks on Diwali in the middle of a dry, grassy field is just plain stupid), some Indian communities seem to vote blindly for their own ilk during local elections without any regard for policy or experience, LMIA immigration program has been corrupted by the nepotism of bad actors and the greed of large corporations (wages can be federally subsidized which makes it cheaper to hire immigrants than the 16 year old down the street). Many of these families were simply making good choices for their own family, so don't blame the people themselves for this - blame the government that allowed it to fester unsustainably. I'll continue to stick up for the majority of these beautiful families though - haters be darned! Watching these kids grow up gives me some hope for humanity!
Identity Attack0.2964622
Insult0.21368977
Profanity0.25915453
Threat0.008272167
Severe Toxicity0.01644827
Moderate 0.31825066 Constructive 0.786 Personal_Narrative
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.