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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 16 of 28
You like Africans , you gonna love India .
You like Africans , you gonna love India .
Identity Attack0.16993292
Insult0.03768798
Profanity0.04892669
Threat0.009463178
Severe Toxicity0.008392334
Low Tox 0.18459146 Low Con 0.238
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
As a Canadian, one that lives in GTA at that. Thank you for this video! We have two first languages (French & English)..yet speaking Punjabi is now an asset. Tim Hortons & McDonald’s used to …
As a Canadian, one that lives in GTA at that. Thank you for this video! We have two first languages (French & English)..yet speaking Punjabi is now an asset. Tim Hortons & McDonald’s used to be for our youth…now they can’t get jobs. The one thing we all loved growing up is the fact that our country was so diverse/multicultural. So many people actually born here either move further or have been leaving the country because theres damn near no more Canada. I’m just glad someone finally made an actual video talking about this 🙏🏽Not everyone is a problem, it’s really the past 3-4years that have been awful
Identity Attack0.057492398
Insult0.0654725
Profanity0.25458565
Threat0.0074048014
Severe Toxicity0.008277893
Low Tox 0.18174082 Constructive 0.805 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
It's coming to a small town near you.. I'm just glad they decided to fill up brampton before they fill up surrey (which they surely will very soon) When i was a kid, i was …
It's coming to a small town near you.. I'm just glad they decided to fill up brampton before they fill up surrey (which they surely will very soon) When i was a kid, i was annoyed that there were so many chinese where i lived (Richmond, iykyk) but they never really did anything to wrong me. As i grew up i realized they just mind their own business and stay out the way, and generally let their children be pretty liberal (other than the studying). Now, I absolutely LOVE the chinese compared to all the damn indians. There isn't a trend of chinese buying business' then only hiring other chinese. (idk how indians get away with only hiring indians). The indian kids are rude AF usually, tons of wannabe gangsters, TONS of indian gang crime. . And the worst? the ones that live in brampton and surrey treat it like india. THEY treat YOU like a foreigner. I hate em. I just dont understand why immigrants cant just atleast learn the language and customs
Identity Attack0.17925262
Insult0.06634661
Profanity0.08775374
Threat0.0091524795
Severe Toxicity0.0077438354
Low Tox 0.17891699 Constructive 0.676 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
New immigrants are not like the old immigrants. I am native, roots go back hundreds of years before Canada became Canada. My whole family worked in the orchards with Indian families that came here a …
New immigrants are not like the old immigrants. I am native, roots go back hundreds of years before Canada became Canada. My whole family worked in the orchards with Indian families that came here a long time ago, they adapted and changed and loved being in Canada, and these families had respect and worked hard and got along with everyone peacefully. New immigrants, they are here working for half the price for large companies getting kick backs. Why be here if you are trying to change everything?! Adapt like everyone else before you did. And those people have lived here for a long time and even say the same thing! We are losing our grip here people!
Identity Attack0.1232452
Insult0.071750276
Profanity0.027000591
Threat0.009178371
Severe Toxicity0.0050354004
Low Tox 0.17805049 Constructive 0.775
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
Please tell the guy on bike: I'm a black person from Africa. I speak French, English and Mandarin and two other local dialects from my country, I hold a PhD, and I know several like …
Please tell the guy on bike: I'm a black person from Africa. I speak French, English and Mandarin and two other local dialects from my country, I hold a PhD, and I know several like me from Africa. And despite his hate I LOVE him as a human being.
Identity Attack0.17925262
Insult0.035443626
Profanity0.073529124
Threat0.009955117
Severe Toxicity0.006713867
Low Tox 0.17631748 Constructive 0.763 Solidarity
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I love close by. The fact that it's so bad that Tyler made this video, worries me.
I love close by. The fact that it's so bad that Tyler made this video, worries me.
Identity Attack0.011099357
Insult0.047349896
Profanity0.06546012
Threat0.009747985
Severe Toxicity0.0052261353
Low Tox 0.17631748 Moderate Con 0.497 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm Indian. I love super job. You can't say that to my country.😢😢😢😮😮😮 2:51
I'm Indian. I love super job. You can't say that to my country.😢😢😢😮😮😮 2:51
Identity Attack0.09080041
Insult0.029273475
Profanity0.04516909
Threat0.012596053
Severe Toxicity0.009231567
Low Tox 0.17631748 Constructive 0.531 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Thank you for posting this. This video need to go viral. I love the impute from legal immigrants with their own frustration. Thank you fellow Canadians ❤🇨🇦 For now my flag has been hanging upside …
Thank you for posting this. This video need to go viral. I love the impute from legal immigrants with their own frustration. Thank you fellow Canadians ❤🇨🇦 For now my flag has been hanging upside down
Identity Attack0.14019285
Insult0.062150877
Profanity0.017572641
Threat0.011922873
Severe Toxicity0.004711151
Low Tox 0.17025198 Constructive 0.684 Solidarity
Sep 7, 2025 4 likes Why Canadians Are Turning Against …
They love their country so much but they will die to leave and won’t ever fight for it. Or clean for it
They love their country so much but they will die to leave and won’t ever fight for it. Or clean for it
Identity Attack0.04023018
Insult0.028942931
Profanity0.024541125
Threat0.10236332
Severe Toxicity0.0064086914
Low Tox 0.16765249 Low Con 0.257 Identity_Assertion
Feb 27, 2026 Inside Canada's Indian Invasion...
Send them to tommy Robinson in England he said he loves the Indian
Send them to tommy Robinson in England he said he loves the Indian
Identity Attack0.11163961
Insult0.03710241
Profanity0.04667213
Threat0.023199292
Severe Toxicity0.007019043
Low Tox 0.16765249 Moderate Con 0.389 Humor_Satire
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
You are right brother! Me too , it makes me feel sad when I see the speed with witch this country's shining color is fading away in this 10 years I have been in it! …
You are right brother! Me too , it makes me feel sad when I see the speed with witch this country's shining color is fading away in this 10 years I have been in it! I love Canada more than any other place since l was accepted here being stateless , My little family has no other culture , we embraced a canadian one and we are confident to have well chosen!
Identity Attack0.058856625
Insult0.083359696
Profanity0.025087673
Threat0.006433869
Severe Toxicity0.0033569336
Low Tox 0.1641865 Constructive 0.779 Personal_Narrative
Aug 28, 2025 2 likes Why Canadians Are Turning Against …
oh no, look at that statue. Cambodia took the right action. West allowed you in, not these statues. Lol, one months of stay (dude,it is one month), because his brother is staying here , but …
oh no, look at that statue. Cambodia took the right action. West allowed you in, not these statues. Lol, one months of stay (dude,it is one month), because his brother is staying here , but he would have sold everything in his homeland to come and settle in Canada, and he will start with a visit visa for one months, lol. Slowly breaking into settling down here. Most of these statue lovers, talk about love for their homeland, but they all want to leave their homeland and want to come settle in one of these Western, Christian countries. If you are patriotic , why do you even want to come and settle in Western Christian countries? because deep within they know Christian countries are blessed. I have heard, when they go visit their homeland, they feel so proud telling their locals that they are settled in one of these Western countries and are not locals like them. Double standards of patriotism.
Identity Attack0.03894114
Insult0.07840354
Profanity0.041912504
Threat0.008181547
Severe Toxicity0.004558563
Low Tox 0.16331999 Moderate Con 0.496 Identity_Assertion
Feb 23, 2026 Inside Canada's Indian Invasion...
Gotta love ""sanctuary cities"" draining taxpayer money to crush more people into hotels.
Gotta love ""sanctuary cities"" draining taxpayer money to crush more people into hotels.
Identity Attack0.025605056
Insult0.03522326
Profanity0.024472807
Threat0.0824309
Severe Toxicity0.004863739
Low Tox 0.16331999 Low Con 0.284 Policy_Critique
Oct 3, 2025 1 likes IRCC Names India in Study …
There are still companies who are only hiring LMIA even if a genuine Canadian Citizen or PR can do that job. Its completely insane I would love to see the Govt. To change the rules.
There are still companies who are only hiring LMIA even if a genuine Canadian Citizen or PR can do that job. Its completely insane I would love to see the Govt. To change the rules.
Identity Attack0.009101473
Insult0.08508729
Profanity0.02249157
Threat0.0066668927
Severe Toxicity0.0020694733
Low Tox 0.16043124 Constructive 0.674 Policy_Critique
Jan 19, 2026 3 likes 2.9 million Canadian temporary visas …
I grew up with integration that I LOVED, met people from all over the world. I've been working since I was 14 I've worked for people from all over the world , rented from different …
I grew up with integration that I LOVED, met people from all over the world. I've been working since I was 14 I've worked for people from all over the world , rented from different people since I was 18 and learned great things I can add to my construction or cooking repertoire that you could possibly couldn't learn in the West without diversity. BUT now we have a group of people coming here buying up businesses while only hiring people from their country buying up single homes putting up crammy 8 plexus, and only renting to people from their home country. If these were French people like my heritage is, I would be even more pissed because I could say something without being called a racist. These immigrants are coming here with one goal retribution against the English Empire for the past or some shit, I dont know, and they're taking it out on us Canadians. over 5 years I've collected proof so I feel very safe coming out now and talking about this because I have everything to back it up. Those single homes I was talking about half of them burned down and they use insurance fraud money add multiple loopholes to use government money along the way as well, that's damn taxpayer money building parts of these homes... I'm a concrete worker they do not let these walls set properly, they don't seal the windows and doors properly, everything's going to leak but because they only rent to people from their home country after 3 years they can take their name off the property and nobody and I mean nobody is going to report leaks because they have a tyrannical control over who they rent to.... I dont even need to name the group because its OBVIOUS, living in the same city most ky life I've seen a drastic change, and this isnt intregation like my family did as they we're the members of french part of the metis tribe long ago. 5 years in a row they have added an average of 70,000 people legally to the city I live in I live in of 1.4 million people that is absolutely absurd the train system is packed all the way until 1:00 a.m.... it's just simple economics you can't add that many people and have a sustainable City.... these idiots never played sim city or some shit Also there are millions that came pretending to get spots in our universities and didn't show up, and these are the same people that are buying up all the businesses and houses and only letting the people from their own country be involved that is not integration....... There's also a huge problem with people faking Refugee status from this very place and there's even a few videos circulating online on just how to do it people from this country bragging how their making double of the average income of a Canadian a year PLUS free food and board from this fake Refugee status, HOLY FUCK! We are radicalizing here in Alberta and it's about to get real. Not only do these immigrants only want their own people involved in anything they are rude as hell when confronted about any of this even in a kind way.  There's a great deal of them that are at the top of the fenthinal distribution. mind you a lot of that's being shipped from other places but the distribution hails differently....roughly 70% of the major fenthinal arrests and seizures have those paticular heritage backgrounds to prove it. They are destroying the country in SO MANY WAYS, im DONE trying to be civil or nice about this debate,  5 years is my limit bitches, fuck you, fuck off or we'll fucking make you -Alberta proud , and fuck you again bitches
Identity Attack0.06749674
Insult0.0720671
Profanity0.06145202
Threat0.007534259
Severe Toxicity0.005493164
Low Tox 0.16043124 Constructive 0.775 Personal_Narrative
Sep 10, 2025 Why Canadians Are Turning Against …
Can ANYONE and I mean ANYONE (preferably muslim) please tell me why ZERO of the rich wealthy countries arouns Syria didn't take any people in at all.The news and media don't even want to talk …
Can ANYONE and I mean ANYONE (preferably muslim) please tell me why ZERO of the rich wealthy countries arouns Syria didn't take any people in at all.The news and media don't even want to talk about it. I think its an honest question to ask and the media doesn't like it at all.It is good to help people and us Canadians love to talk about it but can't or don't want to admit that we can't even take care of our own backyards yet alone other people.
Identity Attack0.15731181
Insult0.032689095
Profanity0.015932998
Threat0.0071588317
Severe Toxicity0.0036239624
Low Tox 0.15987846 Constructive 0.696
Nov 30, 2018 1 likes How much do refugees and …
Tyler, you should do a video about Scarborough/Markham and the Chinese invasion. I would love to show you around!!!
Tyler, you should do a video about Scarborough/Markham and the Chinese invasion. I would love to show you around!!!
Identity Attack0.10815793
Insult0.032138187
Profanity0.024541125
Threat0.017674083
Severe Toxicity0.0059509277
Low Tox 0.15932569 Moderate Con 0.486 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Your a legend for posting this. Ive been subscribed for over a year, I love the content. Thanks for putting Ontario on the map for the world to see this corruption.
Your a legend for posting this. Ive been subscribed for over a year, I love the content. Thanks for putting Ontario on the map for the world to see this corruption.
Identity Attack0.020781586
Insult0.0836065
Profanity0.014532468
Threat0.006712203
Severe Toxicity0.0019454956
Low Tox 0.15766735 Constructive 0.614 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Its sad cause there are lovely people from both india and china here that want to live and thrive in canada and be canadian, they dont want the country they left. But for some reason …
Its sad cause there are lovely people from both india and china here that want to live and thrive in canada and be canadian, they dont want the country they left. But for some reason liberal politicians think they need to bring in people from these places who hate us and want to change things. I feel bad for the people who came here to be here genuinely. Nobody can afford anything here now because of being overrun
Identity Attack0.12208464
Insult0.05262003
Profanity0.016547862
Threat0.007094103
Severe Toxicity0.0030708313
Low Tox 0.15711457 Constructive 0.65 Identity_Assertion
Feb 5, 2026 Inside Canada's Indian Invasion...
I will take Indian immigrate any day!!! They are hard working, great food, and they are lovely and not hateful!!
I will take Indian immigrate any day!!! They are hard working, great food, and they are lovely and not hateful!!
Identity Attack0.12440576
Insult0.026315894
Profanity0.038655918
Threat0.010447056
Severe Toxicity0.0063323975
Low Tox 0.15711457 Constructive 0.586 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
I love the poor guy on his bike... is the heart of this show
I love the poor guy on his bike... is the heart of this show
Identity Attack0.01565665
Insult0.054962315
Profanity0.025497584
Threat0.015429466
Severe Toxicity0.005264282
Low Tox 0.15656179 Moderate Con 0.473 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
i love that game seeing how many indiens in a tims
i love that game seeing how many indiens in a tims
Identity Attack0.08666438
Insult0.033239998
Profanity0.06796519
Threat0.04029291
Severe Toxicity0.008506775
Low Tox 0.15656179 Moderate Con 0.361 Humor_Satire
Feb 18, 2026 Inside Canada's Indian Invasion...
They love their country and culture so much they just cant stand actually living there.
They love their country and culture so much they just cant stand actually living there.
Identity Attack0.10221587
Insult0.03511308
Profanity0.021398475
Threat0.00814271
Severe Toxicity0.0038528442
Low Tox 0.15545623 Moderate Con 0.322
Sep 19, 2025 64 likes Inside Canada's Indian Metropolis (Brampton)
I remember when my family immigrated here over 15+ years ago and my brother was only 1 years old. 2 weeks after coming here he slipped on the floor and cut open his forehead on …
I remember when my family immigrated here over 15+ years ago and my brother was only 1 years old. 2 weeks after coming here he slipped on the floor and cut open his forehead on the hinges of our door and he was bleeding everywhere (he later had to get 6 stitches to fix it), my father was out working and we didn't know how to contact the police or hospital because we didn't have a home phone yet. We used our neighbors and the ambulance came and I strictly remember that because we didn't have our health cards yet they wouldn't start work even though my father said he will pay when he gets there. I remember my mother and I feeling helpless while my 1 year old brother was bleeding out (the hospital staff tried to stop the bleeding with cotton ball and bandage) and I distinctly remember that they did not start helping my brother even WHILE my father was paying but only started work after the bill was completed. Even though my family felt helpless at that time and we felt it was unfair, we never blamed Canada because it was their policy and they have every right to follow protocols. So it makes me angry to see people who walked into our country illegally getting far better treatment than my family ever got even though it might not be anything as life threatening as ours was. It makes me angry that our hard earned tax dollars are used to help people who have no motivation to help the country that gave them asylum during war.. It's actually the opposite as a lot of these families call their free housing "disgusting" and compare it to "living like a slave". I'm angry because little girls at my brothers own school are getting shoved and assaulted by refugee boys as young as 6-7 and are let off with a simple "don't do that again" and a meeting with the parents. This is not the Canada my family came to love and call home so I can't imagine the hardships of Canadians who are living here for 3, 4, 5+ generations 😔😔
Identity Attack0.046159767
Insult0.04910661
Profanity0.08193458
Threat0.063029334
Severe Toxicity0.00793457
Low Tox 0.15490346 Constructive 0.87
Feb 12, 2019 15 likes How much do refugees and …
As an African immigrant to the GTA, I'd love to educate bro on the bike but he's been through enough. I forgive him
As an African immigrant to the GTA, I'd love to educate bro on the bike but he's been through enough. I forgive him
Identity Attack0.120924085
Insult0.03710241
Profanity0.03715288
Threat0.009696201
Severe Toxicity0.0049209595
Low Tox 0.15490346 Constructive 0.719 Solidarity
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.