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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: "We took in way more …" 17 comments
I have been saying this for a decade it took me 10-12 years to get my citizenship the right way while I saw so many frauds get them in two years ALL INDIAN STUDENTS!!!
I have been saying this for a decade it took me 10-12 years to get my citizenship the right way while I saw so many frauds get them in two years ALL INDIAN STUDENTS!!!
Identity Attack0.38230872
Insult0.26395
Profanity0.12096943
Threat0.013579931
Severe Toxicity0.023076924
Moderate 0.38811707 Constructive 0.567 Personal_Narrative
Sep 29, 2025 17 likes IRCC Names India in Study …
I wouldn't like immigration to my country too and seing my way of life change...but we should give credit to the Sikhs who feed people free of charge...i experienced their generosity way back in 2005 …
I wouldn't like immigration to my country too and seing my way of life change...but we should give credit to the Sikhs who feed people free of charge...i experienced their generosity way back in 2005 in London when my friend took me along to a gurdwara,my first time . They don't ask any questions, they just feed and you will see people volunteering their services at preparing the food and someone else serving you...at least, they give back to society unlike some of the filthy rich who just want to hoard more and give nothing back . People don't realize that the world revolves on kind people and their generosity. If everyone was greedy, there would be nothing else to hoard and you can't even take it with you when your life ends. I guess it's just a matter of perspectives and your life experiences !
Identity Attack0.39461556
Insult0.37506318
Profanity0.20808282
Threat0.012699619
Severe Toxicity0.023076924
Moderate 0.38601747 Constructive 0.844
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I agree with the comments of the immigrant contributors. You come here for a better life, that’s why you left your country. Now that you’re here, you refuse to integrate with this country’s rules and …
I agree with the comments of the immigrant contributors. You come here for a better life, that’s why you left your country. Now that you’re here, you refuse to integrate with this country’s rules and way of life. You bring your religion with you and that fine BUT, practice it in your places of worship and not force it down our throats. Further, don’t try to change our culture by crying foul every time you don’t get your way. The politicians have to change their corrupt ways of cater for a vote and uphold the values, rules and laws of this country…..unfortunately it may be too late. The media is fueling the immigrant hate by not addressing some facts. Facts like these jobs that they want now were looked down upon by the residents as being beneath them. The immigrants took those jobs at minimum wage, dirty menial jobs that you did not want. Now that the job market is almost non-existent, you’re complaining about no jobs. The jobs would have been yours if you didn’t think it was beneath you when it was available. The term that fits is “ snooze, you lose “.
Identity Attack0.18903255
Insult0.24171697
Profanity0.026317406
Threat0.0083886795
Severe Toxicity0.0062179565
Low Tox 0.27525392 Constructive 0.637
Aug 31, 2025 2 likes Why Canadians Are Turning Against …
It's karma. Europeans invaded and colonized mostly every country and island in this world, now they have the nerve to complain. I love how karma has its way of getting back what your ancestors took …
It's karma. Europeans invaded and colonized mostly every country and island in this world, now they have the nerve to complain. I love how karma has its way of getting back what your ancestors took away from most.😂
Identity Attack0.23998553
Insult0.0836065
Profanity0.06295506
Threat0.0138755
Severe Toxicity0.011367798
Low Tox 0.27412915 Moderate Con 0.398 Moral_Argument
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Good journalism, both sides being presented here, the reasons why it happened, the stereotypes. While I don't really have a strong opinion about Brampton being mostly Indians, I do have an opinion that Canadians should …
Good journalism, both sides being presented here, the reasons why it happened, the stereotypes. While I don't really have a strong opinion about Brampton being mostly Indians, I do have an opinion that Canadians should condemn other areas as well that are majority of immigrants. Vaughn area is filled with Chinese people no one makes a fuss about it. They ain't speaking english, they aint serving American junk food everywhere, yet Indians are a problem. The community has vices, but justifying xenophobia with that is awful. European descendant people came here and took over native Canadians. Can't think how it must've felt for them. That was unarguably way worse than the current immigration system. My point being its a problem against a specific community is not really being uncomfortable for the sake of the country but purely out of spite and racism. I can see the concerns but not when they stereotype every Indian.
Identity Attack0.28622448
Insult0.16868424
Profanity0.054938845
Threat0.007870848
Severe Toxicity0.007896423
Low Tox 0.26859093 Constructive 0.862
Nov 29, 2025 Inside Canada's Indian Metropolis (Brampton)
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)
Healthcare in Canada is only a promise, the reality is the wait-list, every step of the way. I took a 17-month wait for a mri and cut it down to 17 hours, cutting a multi-year …
Healthcare in Canada is only a promise, the reality is the wait-list, every step of the way. I took a 17-month wait for a mri and cut it down to 17 hours, cutting a multi-year process down to 6 days. To get a mri in Canada is not easy there are only a smattering of private options if you want to pay, but you still have to wait 3 weeks, and it will cost $3500. I said screw it, bought a plane ticket, flew to Bangkok arriving on a Saturday, saw a doctor on Sunday, had a mri on Monday, and got the results on Friday. Then I spent the next week sitting on a beach. The total cost all in was $1900. I am not fussy, I'll accept any hospital in any country that will accept me.
Identity Attack0.01666154
Insult0.08582769
Profanity0.26628086
Threat0.008893564
Severe Toxicity0.009651184
Low Tox 0.23379272 Constructive 0.665 Personal_Narrative
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Sad to see the racist comments both in the video as well as in the comments. There is no doubt that Canada took too many immigrants in the past 5-7 years. The reasons are many …
Sad to see the racist comments both in the video as well as in the comments. There is no doubt that Canada took too many immigrants in the past 5-7 years. The reasons are many - and the blame goes on both the provincial conservatives and federal liberals. The tuition freeze in Ontario caused colleges and universities to treat foreign students as an ATM to balance their budgets. Foreign enrollments skyrocketed, especially in colleges, with students paying top dollar for dubious degrees with no job prospects. This put strains on the job market, and the housing/rental market. As an educated Indian-American who now lives in Canada, it pains me to see my fellow countrymen dominating Uber, Uber Eats, Bicycle food delivery and Tim Hortons. No one uproots everything in their home country and comes all the way for this. Most of these people are here legally and they work really hard. A last word - leaving aside the Khalistan issue that has caused a wedge between Hindus and Sikhs - the Indian diaspora, especially the Sikh, are amazing in the amount of charitable work that they do. Their concept of seva is unmatched. No one goes hungry when there is a Gurdwara around, as there is always free nutritious food. Same is true for temples. Even a young poor Steve Jobs ate at Iskcon temples. Last point - while some of Canada's problems are because of excessive immigration, Canada would be nothing without immigrants. The population would decline, with a native fertility rate of under 1.4, and entitlement programs would be in deep trouble.
Identity Attack0.14019285
Insult0.123407245
Profanity0.016752819
Threat0.007586042
Severe Toxicity0.004787445
Low Tox 0.23090743 Constructive 0.813
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
We need to deport them. They are tooo many. We should take only the ones who study the program we needs graudates from. We took way tooo many. Yes they discriminate and hire. only their …
We need to deport them. They are tooo many. We should take only the ones who study the program we needs graudates from. We took way tooo many. Yes they discriminate and hire. only their people. Why Canada cant be more selective and really scrutinize them? Why are we doing sloppy work and acceptitng eveyone? This is not fair to taxpayers and our youth who is stuggle to find a job.
Identity Attack0.06522302
Insult0.06442356
Profanity0.015386449
Threat0.030623792
Severe Toxicity0.004749298
Low Tox 0.17805049 Constructive 0.615
Oct 2, 2025 IRCC Names India in Study …
Well.. What goes around comes around it is said. When the settlers from Europe,, Great Britain came to this huge beautiful land blessed with a bountiful, lavish nature did they ever care to understand,study and …
Well.. What goes around comes around it is said. When the settlers from Europe,, Great Britain came to this huge beautiful land blessed with a bountiful, lavish nature did they ever care to understand,study and respect the value and life of those original natives who were the very first pioneers of Canada? Did they adopt their ways language and culture at least to a certain extent? Leave alone adopting or understanding. They took over the entire country and it's peoples through a brutal form of genocide and erasure of their beautiful natural way of life. Thekr lands were stolen, their languages extinguished, their culture spurned and erased.. These immigrants from Europe believed in their fanatical missionary zeal that they were saving the souls of tjese natives by forcing Christianity down their throats proudly announcing that they were on a civilising mission. Babies were stolen from their mothers and brought up as Christians. Families were separated leaving mothers in anguish never to see their children again. Slaughter of those who resisted became an accepted norm until the original native of Canada became a disappearing entity and those who survived are till today just surviving. It is to these people that Canada belongs and not to the invading anglo saxon proyestants and Christian evangelists or the mogrants from across the world. If anyone has a right to protest and femand their land back ots the native Canadians. It should be their government not of those who took over. So get a lottlr acquainted with true history and look at things with am intelligent honest perspective.. .
Identity Attack0.053854458
Insult0.06582214
Profanity0.025634222
Threat0.008311004
Severe Toxicity0.0037002563
Low Tox 0.13908891 Constructive 0.609
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
We are getting way too many from other countries not only India. So everyone's gotta remember that we are getting massive loads from other very populated countries. It's gotta be engineered to help offload their …
We are getting way too many from other countries not only India. So everyone's gotta remember that we are getting massive loads from other very populated countries. It's gotta be engineered to help offload their countries of their populations, which in many countries they are packed like sardines. I already left the GTA thinking I would be relieved of this, but no, only slightly. They are in every town. I feel like the government harmed me indirectly because I opposed what the government did, so I took it upon myself to move, and yet, my problem was not solved. Africans, Indians and various Arabs are most in my neighbourhood, now. We are 3 hours away from Toronto. If you here in the comments section plan to move, then find a pocket at least 8 hours away from all the major canadian cities, but closer to some smaller towns.
Identity Attack0.0775651
Insult0.04852104
Profanity0.046922635
Threat0.011068452
Severe Toxicity0.0045204163
Low Tox 0.11652588 Constructive 0.813 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
They get visa in 2 years if that in australia 😂😂😂😂 my family took 6 of as 7 years loll we from poland maybe thats way
They get visa in 2 years if that in australia 😂😂😂😂 my family took 6 of as 7 years loll we from poland maybe thats way
Identity Attack0.04925346
Insult0.023093075
Profanity0.04141149
Threat0.008764107
Severe Toxicity0.004787445
Low Tox 0.112746716 Moderate Con 0.467 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
As you can tell from my name I am an immigrant from India. Been in this part of the world for almost 40 years. Educated from kindergarten with English as medium of instruction, a post …
As you can tell from my name I am an immigrant from India. Been in this part of the world for almost 40 years. Educated from kindergarten with English as medium of instruction, a post graduate degree, in IT - one of the first things I did was watch, listen and learn how things are done here. Quickly acquired accent neutrality. Please and thank you . Not litter every where. I came here on my own. Nobody requested me to come here. I considered it a privilege and I took it as my obligation to integrate, not import my values or culture here. I worked, paid my taxes and never expected a handout from anybody or from the government. I loved to be the brown dot in a sea of white. I loved my new country. After the pandemic years, things have changed. There has been a sudden browning of Canada. I didn't leave India 40 odd years ago for India to come to me. NO, I am not being racist and it is not just the visual browning either. The loud, non English speaking, profusely littering, rude, entitlement-minded, anti-social, riffraff that seem to have found their way here displacing the native, white Canadians. I so miss the "eh". I miss the polite society. Wherever I go, I see a sea of immigrants speaking their own tongue. Rude, misbehaved. Cutting you off in line. Discarding the shopping cart any where they please. I am getting older every year and I do not want to die in a country that is suddenly so foreign to me. I would love my old Canada back, please. I want my "eh"s back please. I did my part in the last elections, but lost out to "them". Are we at a point, where we can never get the old Canada back??????
Identity Attack0.062039822
Insult0.034341812
Profanity0.052934792
Threat0.009877442
Severe Toxicity0.0045776367
Low Tox 0.11202335 Constructive 0.754
Aug 25, 2025 8 likes Why Canadians Are Turning Against …
We took in way more than we can handle. Canada already has a small population. Our system is designed for OUR population, and now it's crumbling under the weight of way too many new people …
We took in way more than we can handle. Canada already has a small population. Our system is designed for OUR population, and now it's crumbling under the weight of way too many new people that aren't even working with us, just laying around and begging. ENOUGH.
Identity Attack0.011987305
Insult0.033790905
Profanity0.012926984
Threat0.007094103
Severe Toxicity0.001745224
Low Tox 0.085582085 Constructive 0.504 Fear_Threat
Sep 13, 2025 1 likes Why Canadians Are Turning Against …
I get what people are saying in regards to the more recent influx BUT for everyone talking about deportation……..you DO REALIZE THAT all of us who aren’t Native ARE immigrants & at some point we …
I get what people are saying in regards to the more recent influx BUT for everyone talking about deportation……..you DO REALIZE THAT all of us who aren’t Native ARE immigrants & at some point we or our ancestors did this to the Native people. Just think about it & again I get WHY people feel that way but we ALL essentially took Canada from the Native people so we ALL as a country NEED to do better!!!! 👍🙂
Identity Attack0.025806036
Insult0.01617693
Profanity0.010706633
Threat0.006317357
Severe Toxicity0.0014972687
Low Tox 0.046368107 Constructive 0.722 Moral_Argument
Aug 28, 2025 Why Canadians Are Turning Against …
I want all my money back that I paid taxes for and you took way too much off my cheques if it’s my country and my career and I don’t approve of the last 58 …
I want all my money back that I paid taxes for and you took way too much off my cheques if it’s my country and my career and I don’t approve of the last 58 years of being taken for granted need a great lawyer fighting for me
Identity Attack0.0025158543
Insult0.014314918
Profanity0.012141321
Threat0.0065050707
Severe Toxicity0.00091552734
Low Tox 0.031684756 Constructive 0.543
Aug 29, 2025 Why Canadians Are Turning Against …
They start in Brampton then spread across the country even way way up North, good luck getting a job, these people took all of the jobs we used to get to get experience and our …
They start in Brampton then spread across the country even way way up North, good luck getting a job, these people took all of the jobs we used to get to get experience and our first cars and our deposits for our first homes. Thanks Liberal government.
Identity Attack0.005771666
Insult0.013288911
Profanity0.00995513
Threat0.0062137907
Severe Toxicity0.0008249283
Low Tox 0.022374803 Constructive 0.593
Nov 30, 2025 Inside Canada's Indian Metropolis (Brampton)

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.