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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: "I LOVE HER... she is …" 699 comments · Page 13 of 28
Please feel free to burn the flag of Canada! Its ok. No deportation! No jail time! CBC will protects you! Our politicians will love you. They need your votes.
Please feel free to burn the flag of Canada! Its ok. No deportation! No jail time! CBC will protects you! Our politicians will love you. They need your votes.
Identity Attack0.055218685
Insult0.034562174
Profanity0.019622196
Threat0.33609006
Severe Toxicity0.016319158
Low Tox 0.25462922 Low Con 0.296
Nov 23, 2025 Why Canadians Are Turning Against …
2:54 I love how cold Tyler looks next to a Canadien
2:54 I love how cold Tyler looks next to a Canadien
Identity Attack0.15945168
Insult0.06984934
Profanity0.096482486
Threat0.051391184
Severe Toxicity0.016254602
Low Tox 0.25462922 Moderate Con 0.372 Humor_Satire
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
I love Punjabi people, they are high class and they surprise me when they tell me they were farmers before coming to canada because I don't get that rugged vibe from them. That guy at …
I love Punjabi people, they are high class and they surprise me when they tell me they were farmers before coming to canada because I don't get that rugged vibe from them. That guy at 2:50 was purhaps the most honest 'white' guy you will meet. The fact is Indians didn't take over, the upper class just decided to move north to Bolton or more west to the Halton area. Over time enough Indians replaced them to basically take over important roles like police officers and political positions. Eventually just like East Asians have Markham and parts of Scarborough, the south Asians had a high enough population for Brampton to be considered their home turf. Eventually though it was the student visas that drove Canadians crazy. Millions of students in record time and I believe there was an additional 4 million who came on temporary work visas during covid, eventually Canadians got annoyed. Personally I don't see any problem with it as long as we keep building apartments and homes for the new immigrants to rent and live it doesn't bother me. I would like to see three times more immigration especially from Europe as this country is super underpopulated and we need people to open factories and build companies that will strengthen Canada as a whole and employ our own not just send money back to their countries. So its not an invasion we just need come to a place of understanding and learn to work together. I will finish with the one negative; there truly is a massive lack of assimilation and this may prove to be more of a problem than we realize but I won't go into it. Stay strong my Punjabi friends 👳🏿
Identity Attack0.293411
Insult0.123407245
Profanity0.06596114
Threat0.012285355
Severe Toxicity0.009613037
Low Tox 0.25462922 Constructive 0.875 Personal_Narrative
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...
I'm a native in Canada I don't mind the migrants that worked hard for their citizenship, I love all the white people and migrants that exist here for 100+ years already . The problem is …
I'm a native in Canada I don't mind the migrants that worked hard for their citizenship, I love all the white people and migrants that exist here for 100+ years already . The problem is flaud laws or lack of and migrants forcing their country standards or lack of on us
Identity Attack0.2823795
Insult0.07333439
Profanity0.024677763
Threat0.007365964
Severe Toxicity0.0062179565
Low Tox 0.25462922 Constructive 0.722
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
A lot of hellcats out here I love it😂😂 That's the usual sign.. or brand new 2025 vehicles everywhere and no job
A lot of hellcats out here I love it😂😂 That's the usual sign.. or brand new 2025 vehicles everywhere and no job
Identity Attack0.014852738
Insult0.07270074
Profanity0.196476
Threat0.013424582
Severe Toxicity0.0119018555
Low Tox 0.25462922 Moderate Con 0.389 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
People who don't want to talk to us, understand us, do business with us, rent to us. but the same people want us to assimilate, Convert, stop talking to each other and stop doing any …
People who don't want to talk to us, understand us, do business with us, rent to us. but the same people want us to assimilate, Convert, stop talking to each other and stop doing any business and pay better taxes to contribute better. Sorry to say, we love white people. I myself had to spend 5 years, put in efforts to make white friends, chinese, japanese, arab, black friends (in order to learn canadian culture and try to adjust myself in it, without compromising extremely on my spiritual beliefs and positive aspects of my culture). quite a few are very good friends and discuss my problems and share theirs while others behave like they are somehow supreme than me... 6.5 years in Canada, worked hard to assimilate and now, Federal Government backstabbed me for PR along with a minimum wage paying, but expecting $30 results employer (white-canadians)... So, I guess, people who are not trusting them knew something that I didn't... I never worked cash never tried to misrepresent myself to IRCC and this is what I am made feel... while 100s of people did cash jobs, saved money and today are getting PRs... still I am trying my best to stay legally, without exploiting loopholes... but, I feel scammed by the canadian dream.
Identity Attack0.293411
Insult0.0818789
Profanity0.037904397
Threat0.008246276
Severe Toxicity0.008773804
Low Tox 0.25462922 Constructive 0.706 Personal_Narrative
Oct 9, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Please come to Minnesota next. It is getting crazy here. Would love to see you cover the I.C.E. conflict
Please come to Minnesota next. It is getting crazy here. Would love to see you cover the I.C.E. conflict
Identity Attack0.01656105
Insult0.20901857
Profanity0.04792466
Threat0.0086087575
Severe Toxicity0.0041007996
Low Tox 0.25462922 Constructive 0.521 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Yo Tyler, I know you won’t read this and doubt you remember me. Went to the same high school in Modesto and you knew a few of my friends too. You’ve fallen so far since …
Yo Tyler, I know you won’t read this and doubt you remember me. Went to the same high school in Modesto and you knew a few of my friends too. You’ve fallen so far since those days. How far down you’ll climb for content is sad. Modesto don’t love you like that. Those around you gassing you up, telling you you’re special and you make a difference are lying to you. Find Christ, find a purpose, hit the gym, do something productive. But do something else mad, it’s just sad. You’ve aligned yourself with people who have devious, self serving intentions. Think harder man
Identity Attack0.017867407
Insult0.18107465
Profanity0.07740857
Threat0.010239923
Severe Toxicity0.0075149536
Low Tox 0.25462922 Constructive 0.55 Personal_Narrative
Feb 4, 2026 2 likes Inside Canada's Indian Invasion...
Everyone is an immigrant whether born or naturalised in Canada if ya not the Native red indians, hate it or love it, The problem Canada is facing and MUST Fix is the simple but complex …
Everyone is an immigrant whether born or naturalised in Canada if ya not the Native red indians, hate it or love it, The problem Canada is facing and MUST Fix is the simple but complex problem of imbalance in the multicultural immigration policy entries,, STOP favouring a particular RACE and set of people over others, setting an english test prerequisite for others and waiving for these RACE that dont even speak ABC...Create a balanced society and Maintain the Quota measures across board or scrap the quota that is not adopted seamlessly. The Problem of IMBALANCE in culture will distort the society further...Take a lesson learned from United Kingdom now being overrun ,,,Ya land at Hearthrow now ya think ya not in UK. In Canada now, if ya not from the RACE of leading population, ya dont get food (the job)...Basic needs of life are now out of the window...Canada ya got massive resources and ya still less than the STATE OF CALIFORNIA in population...Born here,,now looking to sign a work deal contract in the so called middle East. Most importantly, Canada should humble before the LORD GOD under whom the forefathers belief and obey Him, stop provoking the LORD GOD,,,Eradicate and REPENT from being Sodomic and Gomorrahic Abolish same sex ABOMINATION as The Ubited States of America is doing..for Mercy and Progress to come to this Nation under GOD ALMIGHTY...
Identity Attack0.27991617
Insult0.09563028
Profanity0.024131214
Threat0.008634649
Severe Toxicity0.009307861
Low Tox 0.25462922 Constructive 0.572 Policy_Critique
Aug 28, 2025 Why Canadians Are Turning Against …
I have loved your channel for a while now, but i really do not like how you allowed the racist man in the safety vest to be in this video. I recognize Canada has huge …
I have loved your channel for a while now, but i really do not like how you allowed the racist man in the safety vest to be in this video. I recognize Canada has huge problems with excess immigration and we can't meet the demands we are insinuating we can meet to potential immigrants. I also recognize that there is a a huge problem with Indian students being lured here under false pretences and this issue needs to be exposed. However, I don't think you should have given an openly racist person a platform to share their views and you laughed when they said obviously racist things. He said "I'm as racist as the next person" and you laughed. Sorry but what?! He is normalizing his racism and you are playing along. Just pick a different person to interview. He said "better indians than muslims, africans, etc....." Canada hasn't been around that long relative to other places. This guy came from immigrants like 1-2 generations ago. You probably got a lot of footage to choose from. Why him?
Identity Attack0.20680901
Insult0.16758773
Profanity0.027410502
Threat0.008815889
Severe Toxicity0.0059127808
Low Tox 0.2524482 Constructive 0.805 Moral_Argument
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
I love the only guy defending them is a guy smoking inside a bus shelter! Makes sense he likes them! He'd fit right in
I love the only guy defending them is a guy smoking inside a bus shelter! Makes sense he likes them! He'd fit right in
Identity Attack0.011543332
Insult0.110259406
Profanity0.040910475
Threat0.04201601
Severe Toxicity0.007247925
Low Tox 0.2524482 Moderate Con 0.34 Humor_Satire
Feb 28, 2026 Inside Canada's Indian Invasion...
Um so tired of going to a store all immigrants working. Make a phone call it's answered by an immigrant. You can't understand them . I love on ccpd I don't get old age pension …
Um so tired of going to a store all immigrants working. Make a phone call it's answered by an immigrant. You can't understand them . I love on ccpd I don't get old age pension yet. I'm too old to get the child tax credit and I'm on a Canada pension disability. I get 713.00 a min to live on. Period. That's it. 😢😢😢 I struggle every day. I live in a seniors housing complex..so my rent is adjusted to fit my income. Thank God for housing I'd be homeless if it wasn't for them. 😢😢 But the immigrants have money. Have jobs. Drive new cars. Get free rent for a year. I waited 9.5 hours at the emergency😢😢 not the Indians they have Indian drs that work there for them. How in the hell is this ok. I ended up leaving the emergency I couldn't wait any longer. I sat there in pain all that time and two Indian families came in during that time and within 20 min at the most they were in and out. They even have an advertisement in the emergency room in their language with all the Indian drs working there. Wtf is going on. I'm tired of seeing these people. They are opening businesses here. Everything you see now is written in English, French and Indian. They call it our third language now. There are building going up that have only immigrants in them. A d I live in a small town but the city. Come on. They stopped saying the Lord's prayer in schools. They can't say Merry Christmas. Christmas concerts are called Holliday concerts now. Our kids don't know the national a them they stopped that. They don't know the Lord's prayer they stopped that. The schools are changed to not make other nationalities feel bad. They get their Holliday's off and our Holliday's off..why? We don't get their off. Yeah I'm just a plain white person who lived in Canada all my life. 64 years. I've never seen this in my days. Never. Everything is destroyed. This feels like India 😢😢😢. We have to stop this. They need to leave. They are not here because of war or danger for their lives. They are here to take the jobs, take over our culture and country. Now we have to be careful what we say or were called racist. I'm white I lived in the hood all my life. With black people. I have alot of black friends even family but this is so damn reducilous. Who are they a d why are they here. Canada doesn't take care of us any more. Or help us people who need it. We are homeless in the streets you don't see Indians homeless, hell no. So Carney step up a x fix what Trudeau ruined. Please. This is not the country I'm used to it's India. Not Canada. I have friends from Ukraine. Now they are brought here because of the war. I get it. But they have their own immigration dr. And they've been here 2.5 years if that and bought their own home a year ago. How is this possible? The first year Canada paid their rent for a year. I live on 713.00 a month. He's a month. I live in seniors housing. I can't get enough to live on. I struggle every day😢😢😢 no one will help me. I'm alone and have nothing while Canada is supporting these immigrants and saying to hell with you if your Canadian . Yes I said it. How can someone live in what I get a month. I don't get anything else and like I said if it wasn't for housing I'd be in the street while Canada brings over immigrants from India that are not here because of war. Just to make more money to send home and take everything from us. They are laughing at us everyone is. Wake up people. We are the minority in our own country😢😢😢😢😢 I'm so done
Identity Attack0.21470967
Insult0.100019015
Profanity0.034146797
Threat0.007586042
Severe Toxicity0.008773804
Low Tox 0.25084448 Constructive 0.81
Aug 27, 2025 2 likes Why Canadians Are Turning Against …
The damage is done. Liberals ruined this country and let us down. They are just importing their voters. In 10 years they’ve been in power they created tones of new citizens to vote for them. …
The damage is done. Liberals ruined this country and let us down. They are just importing their voters. In 10 years they’ve been in power they created tones of new citizens to vote for them. I’m a first generation immigrant. The selection process for us was extremely hard. We were well educated professionals with university degrees, healthy (checked), had to provide funds allowing us to live for at least 6 months without any support from welfare organizations, no OHIP for 3 months. Why has this system been changed? How do all these people without education, money or skills coming here? Why our country is flooded with illegal immigrants? I love Canada dearly. It’s my home now. I’m a proud Canadian. And I’m very sed to watch my country decline like that. Shame on you Liberals.
Identity Attack0.10221587
Insult0.16788013
Profanity0.029050145
Threat0.010550622
Severe Toxicity0.005569458
Low Tox 0.25084448 Constructive 0.678 Personal_Narrative
Sep 14, 2025 1 likes Why Canadians Are Turning Against …
Canadian love to work not being homeless There are 98% Indians I think Canada can be Fair to other countries not only fill up with Indians
Canadian love to work not being homeless There are 98% Indians I think Canada can be Fair to other countries not only fill up with Indians
Identity Attack0.2877625
Insult0.0817555
Profanity0.020373698
Threat0.0068999166
Severe Toxicity0.007209778
Low Tox 0.25084448 Constructive 0.517
Dec 20, 2025 1 likes Why Canadians Are Turning Against …
I'm a Canadian, I was born here, who knows what generation Canadian I am - my ancestors were here long before Canada was a country, later they fought for the British (one naughty son fought …
I'm a Canadian, I was born here, who knows what generation Canadian I am - my ancestors were here long before Canada was a country, later they fought for the British (one naughty son fought for the "rebels" americans and was in jail for 5 years), the monarchy granted them 100 acres in the Niagara region which was farmed by a line of my family until the 1980s when the last of that direct line sold which is tragic. blah blah - Canadian. ANYWAY - I love other people, other cultures, every immigrant that spoke in this video I welcome with open arms, would befriend, share a meal with etc. I grew up working with many people from Pakistan and India who were escaping really scary situations, worked their butts off to be part of this country, learn the language, save for a home - live a safe and happy life. Whether you're a first or 50th generation Canadian - you come here and you adapt to our wonderful way - you're a freaking Canadian. That's not happening right now. Like the video said, it's a math problem. One of my largest concerns is that now all these wonderful Canadians who have been here for a long ass time, worked their butts off to be part of the family will now be subject to violence, harassment and racist comments because this population bomb has misrepresented their intentions entirely.
Identity Attack0.14233272
Insult0.16551061
Profanity0.05017922
Threat0.008401625
Severe Toxicity0.007896423
Low Tox 0.24924077 Constructive 0.806 Solidarity
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
the difference is not the color of the skin, the difference is cultural.. when people move to any country and refuse to assimilate and adopt the ways of the host country.. instead they bring their …
the difference is not the color of the skin, the difference is cultural.. when people move to any country and refuse to assimilate and adopt the ways of the host country.. instead they bring their own rules and the way they did things from the country of origin. if they throw trash in the streets where they use to live they throw trash in the streets in the host country.. and again as I said on another video of yours, we use to have a sustainable model that took in high value people (most of the time) now with the liberals they have brought in everyone including criminals, those who refuse to speak English, those who want to keep the way of life they had elsewhere, uneducated, and going to fake schools that are only there to get people here on student visas. their culture is one of scams, racism, do we have good east Indians? yes 100% I have met many that I love, but over these past few years the ones who have taken over.. no.. they do not have any respect for us or even those East Indians that have been here for generations.
Identity Attack0.15731181
Insult0.107333586
Profanity0.09324962
Threat0.008841781
Severe Toxicity0.009841919
Low Tox 0.24924077 Constructive 0.705
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
As a Muslim I don't support this man who speek as Muslim he does not represent Muslim or Islam or me Canada is not for only for Muslims but for all religion and believe . …
As a Muslim I don't support this man who speek as Muslim he does not represent Muslim or Islam or me Canada is not for only for Muslims but for all religion and believe . we as Muslim we should respect others and love one another. Canada have no place for any form of racisist comments .
Identity Attack0.28034934
Insult0.07396803
Profanity0.019280603
Threat0.0072882893
Severe Toxicity0.0049972534
Low Tox 0.24924077 Constructive 0.737
Aug 26, 2025 Why Canadians Are Turning Against …
😂 I love how these people accuse European settlers for killing the natives and conquering the land without even realising that without them Canada wouldn't even exist. Do you really think those Native tribes have …
😂 I love how these people accuse European settlers for killing the natives and conquering the land without even realising that without them Canada wouldn't even exist. Do you really think those Native tribes have the capability to create the advance infrastructure that we see today in Canada?? These people also complain about the wrong doings of the Europeans but have no shame in taking benefits this country provides which is not available in their native countries.
Identity Attack0.18391247
Insult0.076502606
Profanity0.023311393
Threat0.09776353
Severe Toxicity0.008468628
Low Tox 0.24442963 Moderate Con 0.496 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
As an indian, I suggest you to visit the T20 world Cup final in Ahmedabad if India qualifies, also visit Srinagar and Shillong. Youtubers like you only visit those bad places of India which even …
As an indian, I suggest you to visit the T20 world Cup final in Ahmedabad if India qualifies, also visit Srinagar and Shillong. Youtubers like you only visit those bad places of India which even I dont like. Visit the mountains, beaches, Forests and cricket matches. You will surely love it.
Identity Attack0.11744241
Insult0.08212569
Profanity0.06044999
Threat0.010058682
Severe Toxicity0.008163452
Low Tox 0.24282593 Constructive 0.585 Meta_Commentary
Feb 20, 2026 Inside Canada's Indian Invasion...
Canada has lost itself allowing all this mass immigration to happen. I can assure you that there are millions of expired visas and fraudulent visas that the government claims to be checking on...but canadians know …
Canada has lost itself allowing all this mass immigration to happen. I can assure you that there are millions of expired visas and fraudulent visas that the government claims to be checking on...but canadians know that's a lie. So many don't want to learn english, assimilate to Canadian cultures and their entitlement is next level. They think they are above the law. If they love their culture so much and don't want to change...don't come to a better country like Canada just to make our country shit. The first guy speaking truth, even knows it's too much and out of control. And I can assure you all these so called doctors and engineers and so forth aren't the majority of immigrants coming in - being an amazon driver, working at Tim's or a gas station isn't a special skill set. And the smuggler guy - yeah those are exactly the type of people we want in our countries...they are shady, dangerous and break law as like it's a proper day job.
Identity Attack0.1808059
Insult0.1469393
Profanity0.02030538
Threat0.008013252
Severe Toxicity0.0063323975
Low Tox 0.2412222 Constructive 0.593 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
liberals love complaining of low wages, no jobs, and expensive housing yet advocate for mass immigration to make themselves look good and virtuous. What a joke
liberals love complaining of low wages, no jobs, and expensive housing yet advocate for mass immigration to make themselves look good and virtuous. What a joke
Identity Attack0.10221587
Insult0.1469393
Profanity0.017094411
Threat0.006874025
Severe Toxicity0.003566742
Low Tox 0.2412222 Low Con 0.21 Policy_Critique
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Thank you to that second Indian woman in this video. I love immigrants like this. You people truly enrich our country. We love you. But we've got a problem people and it's all ideology.
Thank you to that second Indian woman in this video. I love immigrants like this. You people truly enrich our country. We love you. But we've got a problem people and it's all ideology.
Identity Attack0.25309357
Insult0.06687108
Profanity0.06946823
Threat0.010110466
Severe Toxicity0.008811951
Low Tox 0.23812068 Constructive 0.701
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I came here as immigrant and enhanced my knowledge, I went to study and enabled myself to find a job. By God grace and especially Canadian people support I have a job and a roof. …
I came here as immigrant and enhanced my knowledge, I went to study and enabled myself to find a job. By God grace and especially Canadian people support I have a job and a roof. It’s a blessed land here and I love Canada. People coming here to challenge Canadians values and culture should be deported back to where they belong. God bless Canada
Identity Attack0.23846684
Insult0.0670459
Profanity0.015591404
Threat0.018882722
Severe Toxicity0.0075531006
Low Tox 0.23812068 Constructive 0.639 Personal_Narrative
Sep 3, 2025 Why Canadians Are Turning Against …
Who love Hanuman
Who love Hanuman
Identity Attack0.22783615
Insult0.07016616
Profanity0.075468846
Threat0.009981008
Severe Toxicity0.01502803
Low Tox 0.23739935 Low Con 0.286 Advertisement_Spam
Feb 10, 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.