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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: "You got this" 584 comments · Page 14 of 24
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 …
How they entered Canada? That time you didn’t check? And also you Canada deliberately accepted all type of students, allowed so called colleges to start just to accomodate these students and took huge money from …
How they entered Canada? That time you didn’t check? And also you Canada deliberately accepted all type of students, allowed so called colleges to start just to accomodate these students and took huge money from them as visa , tuition fees and tsx and now you want them to be out bcos you got what you want. I am talking about students who are there legally. Why blaming Indians as a whole? If some are staying there illegaly take action.Legal students or workers are there bcos your country allowed and remember Canda is not giving them anything for free instead Canada got an economic boost .
Identity Attack0.11396073
Insult0.06407392
Profanity0.023243073
Threat0.0078449575
Severe Toxicity0.0044059753
Low Tox 0.16851899 Constructive 0.675 Policy_Critique
Oct 1, 2025 IRCC Names India in Study …
We got Somalica now Indianada.
We got Somalica now Indianada.
Identity Attack0.14233272
Insult0.035443626
Profanity0.026180768
Threat0.012233571
Severe Toxicity0.0075531006
Low Tox 0.16678599 Low Con 0.25 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Lmao not my hometown 😂😂😭😭 so glad I got out of there
Lmao not my hometown 😂😂😭😭 so glad I got out of there
Identity Attack0.019776696
Insult0.028281843
Profanity0.10116278
Threat0.011275585
Severe Toxicity0.007858276
Low Tox 0.16591948 Moderate Con 0.443 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I live in Brampton, i am all for diversity but where is the diversity if everyone is Indian. I am French originally and i am in a minority of one! Let's be clear, the massive …
I live in Brampton, i am all for diversity but where is the diversity if everyone is Indian. I am French originally and i am in a minority of one! Let's be clear, the massive Indian increase in the population is due to Trudeau's immigration policy, the indians did not jump over the border as some of the comments suggest, they mostly came here legally, and this was done without broad agreement of the Canadian population as a whole. Canadian population went from being 30 million inhabitants to 40 millions in just over a decade, a massive population increase in a short time due mostly to Indian immigration with huge impact on housing , cost of housing, infrastructure, jobs, taxes, etc... The liberals have a lot to answer for the disaster which Canada has become in the last 10 years and yes they got rid off Trudeau, but they are still in power, stiffling the potential economic growth of Canada which should be a rich country instead of being a country where many people live from pay cheques to pay cheques.
Identity Attack0.17226285
Insult0.053791173
Profanity0.01982715
Threat0.0072365063
Severe Toxicity0.0044059753
Low Tox 0.165053 Constructive 0.801
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
I grew up in Brampton and I immigrated from India in the early 2000s, one thing that's not mentioned is the recent (2024) riots between Sikhs and Hindus. When I was growing up in Brampton, …
I grew up in Brampton and I immigrated from India in the early 2000s, one thing that's not mentioned is the recent (2024) riots between Sikhs and Hindus. When I was growing up in Brampton, I had friends who were Sikhs, Pakistani Muslims, Chinese Christians, Hindus, Black, and White. The Sikh seniors used to say good morning to us on the morning walks to school and everyone got along because we accepted that bringing the racial/ethnic conflict from India to Canada was wrong. Recently, there have been tensions, fights, riots, and clashes between Hindu and Sikh Nationalists because the government is not actively filtering for quality immigrants anymore and the people being lured to this country are the ones who can't understand that this is wrong. This would have been unheard of 10 years ago.
Identity Attack0.22261032
Insult0.05086332
Profanity0.02433617
Threat0.011327368
Severe Toxicity0.005531311
Low Tox 0.165053 Constructive 0.829
Sep 18, 2025 2,355 likes Inside Canada's Indian Metropolis (Brampton)
we got tyler the mexican
we got tyler the mexican
Identity Attack0.10815793
Insult0.056133457
Profanity0.053435806
Threat0.008531082
Severe Toxicity0.005645752
Low Tox 0.165053 Low Con 0.198 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
People complaining do not acknowledge that Canada created a corrupt system where educational institutions made money from foreign students, foreign students in return were happy as long as they got to work. At least they …
People complaining do not acknowledge that Canada created a corrupt system where educational institutions made money from foreign students, foreign students in return were happy as long as they got to work. At least they are willing to work and pay taxes. In fact, we should look at the root cause of these problems. It is the colleges making money off these immigrants, it is the corporations who do not want to pay decent living wages to Canadians so they are hiring these immigrants at minimum wage jobs. This is called capitalism where the corporate has to save as much money as possible for their shareholders. So yes immigration is a huge problem but immigrants alone are not at fault. The fault lies with the government (federal, provincial and municipal) and the corporate entities in Canada as well.
Identity Attack0.08831879
Insult0.0816321
Profanity0.018665737
Threat0.007081157
Severe Toxicity0.0032615662
Low Tox 0.16245349 Constructive 0.663 Policy_Critique
Feb 14, 2026 1 likes Canada's tighter immigration policy divides …
So they stole directly from the conservative playbook got it
So they stole directly from the conservative playbook got it
Identity Attack0.015857628
Insult0.06652143
Profanity0.024472807
Threat0.008789998
Severe Toxicity0.0025939941
Low Tox 0.16158698 Low Con 0.201
Jan 11, 2026 Canada’s new rules in 2026
I have a Indian co worker that always boasts about India and how everything is better over there yet when I asked him why so many of them are so eager to come here he …
I have a Indian co worker that always boasts about India and how everything is better over there yet when I asked him why so many of them are so eager to come here he went silent and got upset🤣
Identity Attack0.10221587
Insult0.04442204
Profanity0.0684662
Threat0.010032792
Severe Toxicity0.005264282
Low Tox 0.15987846 Moderate Con 0.5 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I just got back from Tim Hortons. Where they ran out of coffee. PLEASE PLEASE PPLLLLEEEASSSEEE explain to me how you run out of coffee when your only job IS TO KEEP THE COFFEE MADE!!!! …
I just got back from Tim Hortons. Where they ran out of coffee. PLEASE PLEASE PPLLLLEEEASSSEEE explain to me how you run out of coffee when your only job IS TO KEEP THE COFFEE MADE!!!! I’m switching to McDonalds. Singh Hortons will never see another dollar from me
Identity Attack0.0055496786
Insult0.05027775
Profanity0.033144772
Threat0.006809296
Severe Toxicity0.0040626526
Low Tox 0.15822013 Moderate Con 0.446 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
A reckoning is coming for the people who do not want to assimilate to our customs and norms Canadians tolerate a lot of abuse and just smile and look the other way hoping people will …
A reckoning is coming for the people who do not want to assimilate to our customs and norms Canadians tolerate a lot of abuse and just smile and look the other way hoping people will realize how they are acting eventually and change their behavior the people from the middle east your gonna start a civil war. I am Canadian my family been here for many generations don't think for one second this place is gonna turn into the middle east Canada was the first to invade and liberate the Netherlands from the nazis don't for a second think we won't act that way on our own soil to people who disrespect us at home during covid the government got lucky that we were peaceful what happens when you corner a wild animal people are gonna find out
Identity Attack0.08004672
Insult0.0670459
Profanity0.019553876
Threat0.016810767
Severe Toxicity0.0052261353
Low Tox 0.15822013 Constructive 0.639
Aug 25, 2025 Why Canadians Are Turning Against …
As a Canadian, thank you for making this. I hope it’s clear to everyone how, while good people, the majority of interviewees in this video are taking advantage of our country because we’re “nice” and …
As a Canadian, thank you for making this. I hope it’s clear to everyone how, while good people, the majority of interviewees in this video are taking advantage of our country because we’re “nice” and they aren’t able to sort things out in their own. The majority of these people aren’t highly educated and came in on student visas and you’ve got to wonder why our government allowed this. It’s made a lot of things worse for people who lived here already, including immigrants. No racism just frustration.
Identity Attack0.09824528
Insult0.06984934
Profanity0.017504321
Threat0.0075083673
Severe Toxicity0.0035858154
Low Tox 0.15545623 Constructive 0.786 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Bro almost got smuggled and doesn't even put it in the title. I respect it - easy subscribe 🤝
Bro almost got smuggled and doesn't even put it in the title. I respect it - easy subscribe 🤝
Identity Attack0.011987305
Insult0.054962315
Profanity0.06796519
Threat0.011094344
Severe Toxicity0.0049591064
Low Tox 0.15545623 Moderate Con 0.354 Meta_Commentary
Jan 28, 2026 172 likes Inside Canada's Indian Invasion...
This is a lot of lies. The privately funded family that came to my hometown were beneficiaries on $11,000 which matched raised funds. They also got $2600/month for a family of 4 for the 1st …
This is a lot of lies. The privately funded family that came to my hometown were beneficiaries on $11,000 which matched raised funds. They also got $2600/month for a family of 4 for the 1st year.
Identity Attack0.0034777985
Insult0.06953252
Profanity0.017436003
Threat0.0061166976
Severe Toxicity0.0017738342
Low Tox 0.15545623 Constructive 0.591
Nov 9, 2019 How much do refugees and …
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 …
Canadian smugglers got it good. 6k and they drive you for 20 minutes then tell you to walk through the woods
Canadian smugglers got it good. 6k and they drive you for 20 minutes then tell you to walk through the woods
Identity Attack0.09824528
Insult0.04852104
Profanity0.018734055
Threat0.014220826
Severe Toxicity0.00459671
Low Tox 0.15490346 Low Con 0.259 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I used to respect Indians off the stereotypes media gave them back in the early 00's. Then Canada was flooded with them and I got first hand experience, my opinion has completely shifted.
I used to respect Indians off the stereotypes media gave them back in the early 00's. Then Canada was flooded with them and I got first hand experience, my opinion has completely shifted.
Identity Attack0.15303208
Insult0.04207976
Profanity0.018255826
Threat0.006543908
Severe Toxicity0.0030326843
Low Tox 0.15490346 Constructive 0.625 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I was born in brampton, lived in cbridge then to b.c.! I will never go back! Heres a fun fact tho, the government opened the flood gate to immigration, red taped housing, started a catch …
I was born in brampton, lived in cbridge then to b.c.! I will never go back! Heres a fun fact tho, the government opened the flood gate to immigration, red taped housing, started a catch and release program for repeat offenders, even violent ones! And made drugs decriminalised! From what I heard, there was commercials and panphlets all over differnt countries saying come to canada for a better life, its great here! Many came and because of the housing shortage due to the red tape, people were sleeping on the street in front of the government offices! Its also colder then many people that have never experienced could even imagine! Then there starting from the bottom! A chip on there shoulder thinking the gov owes them and do whatever you can to get payed! Hence why there were so many car, jewlery store, liqure store thiefts and break & enters! The cops were literally telling people to keep there car keys near the door so the thiefs can take them with no altercation! I blame turdo and sean fraser! Fun fact, sean fraser was the immagration minister then got cabnet shuffled to housing minister during turdos terms, idk what he is now but i think hes still in cabnet. I try not to be racist but this failed experiment and just plain bad math/out of touch with reality cabinet ministers are litterally making people racist! Its too many, too fast, when there manipulating the housing market by red taping it so much nobody can get a shovel in the ground! The stupidity of the gov is insane! I dont like the convervatives either as they will just swing the pendulem so far the other way too fast, i.e. cut everything! Including when they were hurting single mothers on welfare and persons with disibilities, we need somthing new, maybe a.i. or the upcomming future party, idk but this crap is wak!
Identity Attack0.053854458
Insult0.0670459
Profanity0.023311393
Threat0.011042561
Severe Toxicity0.0046157837
Low Tox 0.15490346 Constructive 0.646 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Got to stop this asap. Go back to the old system. Hard core vetting ...but not in Canada...they can sit and wait in their country. Multi-cultureism is a failure in this country.
Got to stop this asap. Go back to the old system. Hard core vetting ...but not in Canada...they can sit and wait in their country. Multi-cultureism is a failure in this country.
Identity Attack0.10221587
Insult0.04910661
Profanity0.012551232
Threat0.0074436385
Severe Toxicity0.0026512146
Low Tox 0.15490346 Low Con 0.291 Call_To_Action
Jun 16, 2025 How Canada broke its immigration …
That got tense at the end when you hired the smuggler.
That got tense at the end when you hired the smuggler.
Identity Attack0.0055496786
Insult0.071750276
Profanity0.025907494
Threat0.009955117
Severe Toxicity0.002708435
Low Tox 0.1537979 Moderate Con 0.325 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
You got a problem bro?
You got a problem bro?
Identity Attack0.0057346676
Insult0.055547886
Profanity0.028913507
Threat0.007689608
Severe Toxicity0.0027656555
Low Tox 0.1537979 Moderate Con 0.325 Meta_Commentary
Mar 1, 2026 Inside Canada's Indian Invasion...
@3:51 companies actual get subsidized for hiring immigrants. My aunty actually wrote her name down on her resume as Indian sounding and she got an interview right away! lol
@3:51 companies actual get subsidized for hiring immigrants. My aunty actually wrote her name down on her resume as Indian sounding and she got an interview right away! lol
Identity Attack0.11396073
Insult0.032468732
Profanity0.026180768
Threat0.006912862
Severe Toxicity0.0031661987
Low Tox 0.15324512 Constructive 0.531 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Part of the blame should also go to the corporations that were greedy and wanted to have cheap labor and then they got paid by the government.So both the government and that would be the …
Part of the blame should also go to the corporations that were greedy and wanted to have cheap labor and then they got paid by the government.So both the government and that would be the liberals and mark carney and the corporations that didn't want to pay the wages.They're to blame
Identity Attack0.010951365
Insult0.08508729
Profanity0.017914234
Threat0.0068028234
Severe Toxicity0.001745224
Low Tox 0.15324512 Constructive 0.509 Policy_Critique
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
I worked since I was 14, (A lot of times evenings and weekends, several times, two jobs)! I am now 63, I got hurt at work! First I had to fight compensation for a year, …
I worked since I was 14, (A lot of times evenings and weekends, several times, two jobs)! I am now 63, I got hurt at work! First I had to fight compensation for a year, ZERO $$$! Then I had to apply to get Disability Canada Pension because I can't physically work anymore.. (damaged back, head injury, I have to use a cane and knee braces to walk)! I spent my savings just surviving while being forced to fight for MY money from my own government for 5 years just to get a measly $300. a month! THAT'S IT! Luckily my spouse works , we paid off our house ten years ago! But, we still barely get by! Every person I speak to about my case with the government on the phone, can barely speak English and yell at me or are VERY impatient with me, because I can't understand THEM, they usually hang up! When I ask to please speak to someone IN Canada, they hang up, then I have to wait another hour to talk to someone else! (I went to 4 government funded agencies to see if I could possibly get a job working from home, because I have trouble getting out! All sent me somewhere else! One agency who is supposed to help disabled people in WPG, REES, the agent refused to talk to me or look me in the eye, * he got a supervisor to talk to me! Because he's Muslim and I'm Gay! They were continuously hostile/aggressive towards me without reason??? I volunteer at 2 different food banks , I've met TONS of people who have never worked a day in their lives, their family, parents, grandparents have never worked... EVER! Yet they have brand new trucks??? Still go to food banks? AND, several new Canadians who I've met, have never worked a day in Canada... Some with new cars??? Yet everyone else receives 10 times what I receive to live on??? I PAID TAXES ALL OF MY LIFE! We can't afford a car! Yet... I don't blame them! I would take it they offered! I blame our government (NDP, Libs, AND CONservatives) who don't give a crap about disabled and seniors in Canada! Or if you paid taxes all of your life , into a system that's supposed to help when you need it! ALL politicians in Canada just whore out their votes! I've volunteered for almost 40 years, also holding down jobs, helping others, I've never seen so may seniors and disabled people forced to access food banks and soup kitchens than the last few years! EVER! Disabled people have to constantly prove they are disabled enough to get kitchen scraps from sociopathic politicians who are over paid and under worked! Fees go up, taxes go up, housing goes up, property taxes go up, bus fairs go up, etc.. Services go WAY down! We can afford trillion$ in corporate welfare, but not help our own? Seniors can't afford to live in their homes anymore! YOU'RE WELCOME for paying for YOUR golden pensions pig politicians, and NOT helping us when we need it! POS!
Identity Attack0.018168874
Insult0.06858205
Profanity0.040158957
Threat0.009463178
Severe Toxicity0.005302429
Low Tox 0.15324512 Constructive 0.763 Personal_Narrative
Sep 3, 2025 1 likes Why Canadians Are Turning Against …

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.