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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: "You should have stopped it …" 863 comments · Page 13 of 35
More people need to speak up and share these videos! Sign petitions etc! This has to stop, you know how frustrating it is when people cant read or speak or understand english! Rent is more …
More people need to speak up and share these videos! Sign petitions etc! This has to stop, you know how frustrating it is when people cant read or speak or understand english! Rent is more than half of your pay. Of course everyone is in debt. We need to eat and feed our kids and pets etc it’s disgusting! I am in alberta we use to be one of the more affordable cities. Not anymore we have caught up with others rent etc is ridiculous! Also I’m sorry to stay here and be here as a new Canadian learn english speak it read it correctly or go home!! STOP LETTING PEOPLE IN FOR 1 YEAR! See what happens! #fixcanada #rentcaps #lowercosts
Identity Attack0.078392304
Insult0.40189892
Profanity0.09066332
Threat0.008311004
Severe Toxicity0.012207031
Moderate 0.37751234 Constructive 0.786
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
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...
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)
Stop immediately specially Indian immigration .
Stop immediately specially Indian immigration .
Identity Attack0.46028158
Insult0.082866095
Profanity0.06044999
Threat0.023889944
Severe Toxicity0.019482423
Moderate 0.37694603 Low Con 0.193
Dec 25, 2025 Inside Canada's Indian Metropolis (Brampton)
they are fraudulant people even between them, they uses they're own people,enslaving them in there country as well abroad,theyv done same thing in the uk and australia as well germany,,middle east as such dubai and …
they are fraudulant people even between them, they uses they're own people,enslaving them in there country as well abroad,theyv done same thing in the uk and australia as well germany,,middle east as such dubai and others.. the world needs to create a global coalition in order to stop this drama and open an serious investigation of what's going on in there country if it is the 5th largest economy in the world then why they're citizens are fleeing everyday and millions living below the line of poverty!
Identity Attack0.27682206
Insult0.34782293
Profanity0.12727508
Threat0.022853967
Severe Toxicity0.018578632
Moderate 0.37694603 Constructive 0.534
Sep 28, 2025 IRCC Names India in Study …
These people are literally the worst drivers on the face of the Earth. They will look right at you going 50 miles an hour and blow the stop sign and then stop for no reason. …
These people are literally the worst drivers on the face of the Earth. They will look right at you going 50 miles an hour and blow the stop sign and then stop for no reason. Edit: I've seen them go around the bend in the road and turn on their turn signal just because the road curves a little bit. Mind blown
Identity Attack0.021786476
Insult0.37052566
Profanity0.084844165
Threat0.011456826
Severe Toxicity0.00919342
Moderate 0.37576625 Moderate Con 0.389 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Please stop coming to Canada. They are ruining my home and native land. Its not india or africa...we have our own culture here. How about the foreigner learn to assimilate instead of the other way …
Please stop coming to Canada. They are ruining my home and native land. Its not india or africa...we have our own culture here. How about the foreigner learn to assimilate instead of the other way around.
Identity Attack0.46028158
Insult0.18977246
Profanity0.02249157
Threat0.009307829
Severe Toxicity0.015802706
Moderate 0.37576625 Moderate Con 0.389 Identity_Assertion
Aug 28, 2025 Why Canadians Are Turning Against …
Most of our immigration over the last 5-10 years have been awful. Nothing but warm bodies that offer nothing other than cheap labor. Not qualified for anything useful. Hence the crime, scams and corruption. We …
Most of our immigration over the last 5-10 years have been awful. Nothing but warm bodies that offer nothing other than cheap labor. Not qualified for anything useful. Hence the crime, scams and corruption. We have to stop letting the bad ones in.
Identity Attack0.2795294
Insult0.36537176
Profanity0.048425674
Threat0.009437286
Severe Toxicity0.012574885
Moderate 0.37458646 Moderate Con 0.464 Fear_Threat
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
People need to stop saying we are losing our culture. This is a brainwashed technique into none action because we think there is still time. Once we accept that our way of life is gone, …
People need to stop saying we are losing our culture. This is a brainwashed technique into none action because we think there is still time. Once we accept that our way of life is gone, then it's time to get it back. Let's be honest as an immigrant. The biggest pushback I've ever got for the observation of truth is from white liberals. I've been called racist for defending whites.
Identity Attack0.44690517
Insult0.2469859
Profanity0.079025
Threat0.0103175985
Severe Toxicity0.01302678
Moderate 0.37340668 Constructive 0.625 Identity_Assertion
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
This needs to stop, I've been listening to the back peddling the disingenuous answers what a waste of time and money end this sham and deport them all.
This needs to stop, I've been listening to the back peddling the disingenuous answers what a waste of time and money end this sham and deport them all.
Identity Attack0.08500996
Insult0.27969417
Profanity0.058946952
Threat0.13815513
Severe Toxicity0.014317908
Moderate 0.3722269 Moderate Con 0.35
Oct 2, 2025 IRCC Names India in Study …
Canada is a country built of immigrants, Indian, Chinese, Arab AND white people AND much more. Can we stop this racist narrative in 2026. There are bigger problems in the world, and if your neighbour …
Canada is a country built of immigrants, Indian, Chinese, Arab AND white people AND much more. Can we stop this racist narrative in 2026. There are bigger problems in the world, and if your neighbour being indian is bothering you, you need to look around and rethink your priorities.
Identity Attack0.44690517
Insult0.20434737
Profanity0.026180768
Threat0.008194493
Severe Toxicity0.01322045
Moderate 0.37073207 Constructive 0.573 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canadians need to stop whining. Cope with it
Canadians need to stop whining. Cope with it
Identity Attack0.2964622
Insult0.34392178
Profanity0.049177196
Threat0.008466354
Severe Toxicity0.008239746
Moderate 0.37073207 Low Con 0.152 Identity_Assertion
Feb 21, 2026 1 likes Inside Canada's Indian Invasion...
1. The PROBLEM is WHO Canada lets in! ANYONE that has applied for Asylum, should be rounded up and deported, many of them were DENIED Asylum by the U.S. and other countries because they have …
1. The PROBLEM is WHO Canada lets in! ANYONE that has applied for Asylum, should be rounded up and deported, many of them were DENIED Asylum by the U.S. and other countries because they have ties to Terrorist or Criminal Organizations! (I could post a List of Known Terrorist Groups Operating in Canada, Most are from Muslim countries, India, Pakistan, and Palestine!) 2. Any Immigrant that REFUSE to comply with Canadian Laws needs to be Deported! (Example: Not having to wear motorcycle helmets for "Religious reasons" and that kind of stuff!) 3. If an Immigrant commits a crime it is INSTANT DEPORTATION, never to be allowed Entry Again! (including any and all members of their Families!) 4. Canada needs to STOP subsidizing these Immigrants PAY! You want to come to work, Fine You EARN your ENTIRE Pay Check like everyone else does! (I know at least ONE Employer that is Scamming part of the Subsidy for themselves instead of paying workers what they are supposed to pay them! I am sure there are others!) 5. If you throw a protest for a Known Terror group, INSTANT Deportation!
Identity Attack0.38699543
Insult0.25800487
Profanity0.036651865
Threat0.050098058
Severe Toxicity0.02258113
Moderate 0.36867723 Constructive 0.554
Sep 1, 2025 1 likes Why Canadians Are Turning Against …
OH MY GOD THIS IS SYDNEY... WE ARE GOING THROUGH THE SAME THING. GO AWAY... THEY'RE LIKE FLIES... THEY KEEP BREEDING TOO. STOP.. GO BACK HOME ...
OH MY GOD THIS IS SYDNEY... WE ARE GOING THROUGH THE SAME THING. GO AWAY... THEY'RE LIKE FLIES... THEY KEEP BREEDING TOO. STOP.. GO BACK HOME ...
Identity Attack0.109318495
Insult0.26957804
Profanity0.10425757
Threat0.019228047
Severe Toxicity0.023076924
Moderate 0.36867723 Moderate Con 0.38 Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Why in the first place White Canadian Politicians, Canadian Establishment allowed Large numbers of Indians to come to Canada ?? And Mind you, majority of Indian migrants are Legal Immigrants and those who had arrived …
Why in the first place White Canadian Politicians, Canadian Establishment allowed Large numbers of Indians to come to Canada ?? And Mind you, majority of Indian migrants are Legal Immigrants and those who had arrived illegally was taken back to India by indian authorities. But illegal Indians thise Canadian Government choose to keep and not handover to India purposely are mystery. And Remember Canada's Anti India group AKA Criminal Sikh Khalistani organisation which is Legally protected, patronised, used by very Canadian political party & Canadian Secret Service agencies to Snub india in geopolitics. Vanadian courts have already convicted these Khalistani Criminals for Bombing Air India Flight in 1983 where 300+ Candian citizens were died. These khalistanis & other ilegal indian immigrant who are willfully protected by canada under the name of Social Religious Freedom & what not. India had already complained to Canada about stop giving political asylum to these criminal groups, end the support to these Sikh Khalistani Criminals who are awaiting Criminal trials in Indian courts. But Canada refused to handover these criminals, many of these who have become Khalistani Drug Cartel Operatives & recruits living in Canada under secret Canadian government protection. And same Khalistani Big drug cartel money goes in to Canadian election funding and to the Canadian Political parties both the Conservative & Liberals are in co hoot with these Indian criminals. Thats why they get free run in Canada. Hense Canadian political parties protect ,shield the Khalistani group members when ever they get into trouble with Canadian Law & enforcement. So Canadian whites are equally responsible for corruption, rampant unchecked immigration of criminals and then its easy for Whites Canadians to blem India & Indians for everything mess they have created in Canada. No White Canadian is questioning RCMP's role in all this mess bcoz white Canadians never want to question their White Canadian Police and how the RCMP police operates ignoring the criminal activities of Immigrants who become drug cartel members and how the hell they get quick easy Canadian Citizenship where as a Legal Skilled immigrant do not get Canadian PR or Citizenship even after putting many efforts and money as fees. Something Rot is Cookin in Canada and it Smells bad....😢😢
Identity Attack0.4139151
Insult0.26957804
Profanity0.049427703
Threat0.011612174
Severe Toxicity0.018126737
Moderate 0.36867723 Constructive 0.504 Unverified_Claim
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
It’s all about the collages and universities keeping the professors and teachers working.. Doesn’t matter what it’s doing to Canadians in the background as long as they stay relevant and get a pay check while …
It’s all about the collages and universities keeping the professors and teachers working.. Doesn’t matter what it’s doing to Canadians in the background as long as they stay relevant and get a pay check while teaching courses that will NOT help students in the real world.. This student immigration is a scam and we all know it, now we need politicians with big enough balls to stop this program and remove everyone that is non compliant and we start taking back our country.
Identity Attack0.07591068
Insult0.25800487
Profanity0.25549942
Threat0.03304107
Severe Toxicity0.01502803
Moderate 0.3666224 Moderate Con 0.455
Oct 1, 2025 1 likes IRCC Names India in Study …
Why did all the europeans colonized ,gave the language,enslaved them for over 1000 of years and took all the resources and still trying to enslave them by corrporations for their hegemony,I ask the same christian …
Why did all the europeans colonized ,gave the language,enslaved them for over 1000 of years and took all the resources and still trying to enslave them by corrporations for their hegemony,I ask the same christian indian who is preaching here ,and why did british,french,italian,roman loot everything from asia and africa,central asia , middleast and invdade them and stolen everything put their country as junk yard and now all the west is entirely debt ridden,Why cry now,Stop bombing them and should not have done all this in first place since 100 of years ago,Migration is human thing ,no one can stop,its god instilled in human and this is how civilization expanded around the world..I understand ,i get the disgustian behaviour pattern of indians in the west especially the sanghis hindu extremist who were being exposed right ,left and center all over the world in social media..Like Faith says people migrate for economic reason,even that is not working any more,Leave the east and africa at peace ,lot of people will remigrate back home,..I say this for a fact.Stop bombimg them working with zionist jews pedophiles isralies who are root of all the problem that exist on face of the earth.,the banks they own,corporations they own,healthcare industry they own,diamond mines they own,weapons industry they own,drug and porn industry jews own..
Identity Attack0.37953663
Insult0.2735258
Profanity0.1413768
Threat0.13785169
Severe Toxicity0.023076924
Moderate 0.36456755 Constructive 0.571 Moral_Argument
Aug 24, 2025 1 likes Why Canadians Are Turning Against …
whenever I see the clip of the muslim bragging they'll outbreed us and make Canada a muslim nation, I just want to ask "what should stop us from just removing that threat than?" What argument …
whenever I see the clip of the muslim bragging they'll outbreed us and make Canada a muslim nation, I just want to ask "what should stop us from just removing that threat than?" What argument would he have against that?
Identity Attack0.458714
Insult0.14150882
Profanity0.047173142
Threat0.060766358
Severe Toxicity0.01683561
Moderate 0.3625127 Moderate Con 0.456 Fear_Threat
Aug 29, 2025 Why Canadians Are Turning Against …
Throw these frauds out of the country, stop letting international students work, shut down fake truck permit schools. The citizens and low-income households can't find work here, and the Canadian-Indians are facing insane discrimination due …
Throw these frauds out of the country, stop letting international students work, shut down fake truck permit schools. The citizens and low-income households can't find work here, and the Canadian-Indians are facing insane discrimination due to the many bad apples and terrible government immigration/student policies.
Identity Attack0.29798782
Insult0.33998606
Profanity0.034397304
Threat0.027343199
Severe Toxicity0.0119018555
Moderate 0.3625127 Moderate Con 0.479
Sep 29, 2025 IRCC Names India in Study …
Canada, Australia, UK, NZ must stop their Replacement with Foreginers programme, this is disgusting, look after your own people first. It is not racism to speak up, it is not inhumane or lack of empathy …
Canada, Australia, UK, NZ must stop their Replacement with Foreginers programme, this is disgusting, look after your own people first. It is not racism to speak up, it is not inhumane or lack of empathy when you speak up.
Identity Attack0.13591312
Insult0.37052566
Profanity0.035649836
Threat0.008582866
Severe Toxicity0.008049011
Moderate 0.3625127 Moderate Con 0.498
Nov 21, 2025 20 likes Quebec Ends Economic Immigration Program …
Too many EAST INDIANS in Canada. It needs to stop!!
Too many EAST INDIANS in Canada. It needs to stop!!
Identity Attack0.4453683
Insult0.15556364
Profanity0.02522431
Threat0.010214032
Severe Toxicity0.014963473
Moderate 0.36095104 Low Con 0.262 Identity_Assertion
Nov 12, 2025 Inside Canada's Indian Metropolis (Brampton)
The comments on this video makes me sick. As a Canadian it genuinely disturbs me to read all the extremely racist rhetoric from people who I think better of. None of this video had any …
The comments on this video makes me sick. As a Canadian it genuinely disturbs me to read all the extremely racist rhetoric from people who I think better of. None of this video had any facts or anything. He just interviewed a racist guy on a bike and suddenly everyone thinks that is fact? If you actually did any real research, immigration has stimulated the Canadian economy immensely whether or not people want to believe it. And multiculturalism and sharing cultures will never be a bad thing. Racism will never be okay for Canadians. Stop it.
Identity Attack0.25309357
Insult0.3388922
Profanity0.057944927
Threat0.009204263
Severe Toxicity0.013285006
Moderate 0.36095104 Constructive 0.708 Moral_Argument
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
I'm paying attention to what is happening this is why I'm leaving some imagrints are criminals here and getting away with it because there is to many of them to stop so they're getting away …
I'm paying attention to what is happening this is why I'm leaving some imagrints are criminals here and getting away with it because there is to many of them to stop so they're getting away with it
Identity Attack0.381025
Insult0.24928534
Profanity0.099305905
Threat0.021127338
Severe Toxicity0.016060932
Moderate 0.36095104 Moderate Con 0.418 Fear_Threat
Aug 29, 2025 Why Canadians Are Turning Against …
This is Canada is not India. Not Pakistan. Not Palestine. Not Saudi. Get them out. Time to stop immigration scam.
This is Canada is not India. Not Pakistan. Not Palestine. Not Saudi. Get them out. Time to stop immigration scam.
Identity Attack0.3817989
Insult0.25800487
Profanity0.037403382
Threat0.013113883
Severe Toxicity0.012054443
Moderate 0.36095104 Low Con 0.168
Nov 30, 2025 1 likes IRCC Names India in Study …
I dunno but calling a whole continent low intelligent is crazy. I could care less of what is happening but ya'all should stop insulting everyone in Africa
I dunno but calling a whole continent low intelligent is crazy. I could care less of what is happening but ya'all should stop insulting everyone in Africa
Identity Attack0.29035977
Insult0.26196828
Profanity0.2258264
Threat0.011249693
Severe Toxicity0.014382465
Moderate 0.36095104 Moderate Con 0.443 Moral_Argument
Jan 29, 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.