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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: "Here for the comments about …" 267 comments · Page 9 of 11
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)
This is a CBC commercial for Trudeau's Liberals. So, they allow comments here on this story. Other less favorable Liberal stories by the CBC on YouTube, don't allow for a comment section. These migrants come …
This is a CBC commercial for Trudeau's Liberals. So, they allow comments here on this story. Other less favorable Liberal stories by the CBC on YouTube, don't allow for a comment section. These migrants come from the U.S. when the economy there is booming...WHY? It makes me wonder if many of these migrants are the worst ones. America is the first choice of most immigrants, what are these migrants running from in the U.S.???
Identity Attack0.10293542
Insult0.06424874
Profanity0.012722028
Threat0.0066086366
Severe Toxicity0.0028800964
Low Tox 0.1641865 Constructive 0.562
Feb 4, 2019 How much do refugees and …
Notice how there's hardly any p@jeet p@jeeting here in the comments section 😂
Notice how there's hardly any p@jeet p@jeeting here in the comments section 😂
Identity Attack0.024198212
Insult0.06687108
Profanity0.057443913
Threat0.007857903
Severe Toxicity0.0048065186
Low Tox 0.16331999 Low Con 0.24 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Happiness and joy are largely natural e. first time you hold your baby child/grandchild/niece/nephew etc. No one ever taught you to feel what you did in that moment. Hate and bigotry are learned. From family, …
Happiness and joy are largely natural e. first time you hold your baby child/grandchild/niece/nephew etc. No one ever taught you to feel what you did in that moment. Hate and bigotry are learned. From family, school, friends, TV (hello Fox News), internet (influencers, comments made by others). Hatred and bigotry also require work and effort. To maintain your hatred, you need to apply an effort. Like building a fire. Once it begins to start, need to add sticks, wood etc. Not the case with happiness and joy
Identity Attack0.018068384
Insult0.07333439
Profanity0.026044132
Threat0.009540852
Severe Toxicity0.0041770935
Low Tox 0.16098402 Constructive 0.62
Sep 17, 2025 1 likes Why Canadians Are Turning Against …
For nearly 20 years, Conservatives have been warning Canadians about the challenges we are now facing but every time, they were dismissed and branded as “racist” for simply pointing out the obvious. Meanwhile, grassroots Canadians …
For nearly 20 years, Conservatives have been warning Canadians about the challenges we are now facing but every time, they were dismissed and branded as “racist” for simply pointing out the obvious. Meanwhile, grassroots Canadians along with immigrants who came here in the ’70s, ’80s, and ’90s had one goal in mind to work hard, build a better life, and help "make Canada a stronger and more prosperous country". Their efforts over the last 60 years are clear in the Canada we inherited. In contrast, the Liberal and NDP approach has been to ignore these warnings and push policies that are eroding the very foundations of what made this country thrive. Instead of focusing on integration, responsibility, and opportunity, they are enabling divisions and importing problems rather than solutions. So, to the commenters who keep voting Liberal and NDP: thank you because you are ensuring this decline will continue.
Identity Attack0.10221587
Insult0.076502606
Profanity0.015864678
Threat0.0074824756
Severe Toxicity0.0034713745
Low Tox 0.15822013 Constructive 0.721
Sep 19, 2025 14 likes Inside Canada's Indian Metropolis (Brampton)
Any comments on when Native Americans were forced out of their culture
Any comments on when Native Americans were forced out of their culture
Identity Attack0.12735364
Insult0.028502205
Profanity0.026590679
Threat0.01238892
Severe Toxicity0.004310608
Low Tox 0.15656179 Low Con 0.269 Comparative_Framing
Feb 8, 2026 2 likes Inside Canada's Indian Invasion...
If you are Real Canadian ❤🇨🇦 Canada loves humanity whoever comments mean & biased can read below 👇 ❤️😢 Sending love to all who are suffering. ❤️😢 Hate-filled "zombies" are spreading across the world, fueling …
If you are Real Canadian ❤🇨🇦 Canada loves humanity whoever comments mean & biased can read below 👇 ❤️😢 Sending love to all who are suffering. ❤️😢 Hate-filled "zombies" are spreading across the world, fueling division through race, gender, culture, religion, countries and language - things that were meant to unite us, not divide us. They were created to build common ground, foster belonging, and promote love and peace - not hate. Anything that creates an "us versus them" narrative is harmful. Humanity must rise above borders and differences. Love is the only cure for this global virus of hate. ❤️😢 Sending love to all hate zombies who are suffering this virus and hugs I hope prayers and love might change their actions. ❤️😢 Is there hope? Reply with hearts if you are cured or agree with this message love all humans unconditionally for humanity? 🙏
Identity Attack0.058401883
Insult0.076185785
Profanity0.029050145
Threat0.008362788
Severe Toxicity0.004348755
Low Tox 0.15435068 Constructive 0.602
Jan 27, 2026 Inside Canada's Indian Invasion...
You have to realize how rigged the system is for example. Take a look at the liberal MP from Mississauga Malton. He only hires staff from India. He primarily deals with PR card issues as …
You have to realize how rigged the system is for example. Take a look at the liberal MP from Mississauga Malton. He only hires staff from India. He primarily deals with PR card issues as per his 5 star Google reviews. Anytime he makes a video talking about liberal propaganda. He has to turn off commenting section of the video due to the backlash. This is what happens when you elect foreign born MPs
Identity Attack0.07591068
Insult0.06826523
Profanity0.01887069
Threat0.0066798385
Severe Toxicity0.0024223328
Low Tox 0.15158679 Constructive 0.579 Identity_Assertion
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Please pin this comment Tyler, please go back and do a whole series about the Trucking Scandal 1. Please search the tragic Humboldt crash. The driver failed to read a stop sign 2. You actually …
Please pin this comment Tyler, please go back and do a whole series about the Trucking Scandal 1. Please search the tragic Humboldt crash. The driver failed to read a stop sign 2. You actually ended up speaking with a possible "mule" who again is there "temporarily" 3. Please look up the free documentary CBC put out in regards to the E Indian community "handing out" commercial driving licenses 4. Please search all the recent arrests inbound and outbound Detroit and Port Huron borders. 98% east Indian and the names are always written in the articles. These are facts 5. The "mules" get a slap on the wrist for the contraband and end up getting deported 6. The company starts the process again and claims they know nothing 7. Their company owners all drive exotic vehicles and fancy homes Please look into this, it's been happening for years and years
Identity Attack0.024198212
Insult0.071750276
Profanity0.024199532
Threat0.0101363575
Severe Toxicity0.0039863586
Low Tox 0.15103401 Constructive 0.747 Call_To_Action
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Oh wow, the socialist regime propoganda machine left the comments section open!!!!
Oh wow, the socialist regime propoganda machine left the comments section open!!!!
Identity Attack0.022188433
Insult0.060927123
Profanity0.0166845
Threat0.0069905366
Severe Toxicity0.0024795532
Low Tox 0.12520397 Low Con 0.14 Meta_Commentary
Aug 3, 2025 How much do refugees and …
I have only one question.. why is the government allowing them into the country ? What is the reason and who is it benefiting??? As I commented before , my parents came to Canada in …
I have only one question.. why is the government allowing them into the country ? What is the reason and who is it benefiting??? As I commented before , my parents came to Canada in 1966 I was just a baby , Canada had endless jobs in manufacturing, and especially in the construction sector , I will say that immigrants back then , Italians , and Portuguese really built this country , the men and women worked sometimes two jobs , no hand out from the government , no sick days , Canada was beautiful growing up , .. that’s how I remember it , other immigrants followed , from Poland , and then the Indians started to come in by the 80”s .. fast forward to now , I’m embarrassed of our country , it’s disgraceful and disgusting, the transition from back then to now , I feel like I’m living in India , dirty , scammers , gangs , thief’s , murders , ignorant , entitlement; disrespectful etc .. facts , one thing that I can’t wrap my head around is the language barrier , why are these people working in customer service ? Why are they dealing with the public ??? Why are they in the health care industry, nurses , doctors etc , when they can’t speak the language???? Why are they accepted in these highly skilled positions? Just because you have the skill ? Isn’t knowing the language and being able to communicate a requirement regardless what job you have ? Why is the government allowing them in this country and then paying for them to have all these resources available to them ? Why ?? We need to start helping the people that have contributed to this country , that paid taxes and their dues FIRST … we do not have enough affordable housing , jobs , hospitals ,etc .Canada has falling , they are a financial strain on this country , it needs to STOP.. this isn’t the 60”s anymore Canada is to the max , no opportunity here anymore , send them back !
Identity Attack0.06249457
Insult0.05964688
Profanity0.018324144
Threat0.0072106146
Severe Toxicity0.0032043457
Low Tox 0.12260055 Constructive 0.724
Aug 27, 2025 2 likes Why Canadians Are Turning Against …
Thank God , there is no Brown Sepoy in comments barking"As an InDiAn I aGrEe WiTh yOu SaAr".
Thank God , there is no Brown Sepoy in comments barking"As an InDiAn I aGrEe WiTh yOu SaAr".
Identity Attack0.060675595
Insult0.062150877
Profanity0.02474608
Threat0.0071588317
Severe Toxicity0.0029754639
Low Tox 0.11739369 Moderate Con 0.323 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Comments are weird lol
Comments are weird lol
Identity Attack0.0062526376
Insult0.03827355
Profanity0.056441884
Threat0.0067186756
Severe Toxicity0.0030326843
Low Tox 0.11739369 Moderate Con 0.351 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
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...
Am I the only one that skipped the video and jumped into the comments?
Am I the only one that skipped the video and jumped into the comments?
Identity Attack0.008879486
Insult0.018838953
Profanity0.032142747
Threat0.042662576
Severe Toxicity0.0048065186
Low Tox 0.11419344 Moderate Con 0.362
Oct 13, 2025 Inside Canada's Indian Metropolis (Brampton)
It’s the bash the liberal show here. not one comment shows a solution to the perceived problem. Well, I got one for you. PP is a mini Trump. Let’s have more heroes, floor crossers., that’s …
It’s the bash the liberal show here. not one comment shows a solution to the perceived problem. Well, I got one for you. PP is a mini Trump. Let’s have more heroes, floor crossers., that’s my solution to PP.
Identity Attack0.010951365
Insult0.05262003
Profanity0.014293353
Threat0.010809537
Severe Toxicity0.0024414062
Low Tox 0.11181668 Moderate Con 0.362 Meta_Commentary
Mar 2, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I just noticed ... after writting two lengthy comments ...that this site of propaganda ..... is 7 years old .... God help us !!!!
I just noticed ... after writting two lengthy comments ...that this site of propaganda ..... is 7 years old .... God help us !!!!
Identity Attack0.0054756827
Insult0.04149419
Profanity0.015079016
Threat0.0068416605
Severe Toxicity0.0016880035
Low Tox 0.11119666 Moderate Con 0.304
Nov 11, 2024 How much do refugees and …
Looking like all people who are commenting here are natives..
Looking like all people who are commenting here are natives..
Identity Attack0.06340405
Insult0.030816011
Profanity0.018529098
Threat0.0068869707
Severe Toxicity0.0026130676
Low Tox 0.11057663 Low Con 0.258
Jan 18, 2026 2.9 million Canadian temporary visas …
Wow they deleting comments unbelievable
Wow they deleting comments unbelievable
Identity Attack0.004587734
Insult0.030926194
Profanity0.02071529
Threat0.008362788
Severe Toxicity0.0024414062
Low Tox 0.11036996 Low Con 0.257
Aug 24, 2025 2 likes Why Canadians Are Turning Against …
I had a Polish neighbour in Victoria who echoed the same comments as the Polish guy at 8:00. During 2021 she became terrified that communism has come to Canada, seeing the exact same dynamics of …
I had a Polish neighbour in Victoria who echoed the same comments as the Polish guy at 8:00. During 2021 she became terrified that communism has come to Canada, seeing the exact same dynamics of tyranny being imposed during the covid scamdemic. In 2022 I escaped Canada with my family. We sold our home, I quit my career, and escaped the tyrannical travel bans against people like us. A couple months later our Polish neighbours sold their beautiful seaside home and escaped as well.
Identity Attack0.06567776
Insult0.032248367
Profanity0.012995303
Threat0.008427517
Severe Toxicity0.0026512146
Low Tox 0.10826672 Constructive 0.704 Personal_Narrative
Sep 19, 2025 14 likes Inside Canada's Indian Metropolis (Brampton)
1:35:17 : Commentator lol
1:35:17 : Commentator lol
Identity Attack0.0076215584
Insult0.030375287
Profanity0.06646215
Threat0.008492245
Severe Toxicity0.0051498413
Low Tox 0.10783285 Low Con 0.259 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
As a Punjabi, I’m lowk kinda hurt by these comments
As a Punjabi, I’m lowk kinda hurt by these comments
Identity Attack0.054763943
Insult0.026444806
Profanity0.043415543
Threat0.009877442
Severe Toxicity0.0032806396
Low Tox 0.10783285 Moderate Con 0.499 Personal_Narrative
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
I found it telling that Michelle confidently quoted the wrong number (79,000) and, when Aiesha corrected her with the accurate figure (47,000), she immediately switched gears to “Where are they?” rather than owning the mistake. …
I found it telling that Michelle confidently quoted the wrong number (79,000) and, when Aiesha corrected her with the accurate figure (47,000), she immediately switched gears to “Where are they?” rather than owning the mistake. That dodge makes me question her judgment. It feels like she’s leaning into fear‑mongering language that easily panics people who aren’t paying attention to nuance — which, sadly, describes most of this comment section. Also, did you see the reply to the Filipino student who voiced frustration? “You guys make up some of the most cleanest restaurants I’ve ever been to.” That kind of response speaks to a lack of respect for international students. To many in the Canadian workforce, international students and migrants are treated as disposable labor — steered toward low‑ and middle‑income jobs. Yes, fraud should be dealt with, but it’s lazy and unfair to claim that all Indians or international students come here through fraud. If that logic ruled, we’d have to start deporting every non‑Indigenous person — which ignores the whole reality of colonization.
Identity Attack0.0052166977
Insult0.0573046
Profanity0.016035475
Threat0.0066798385
Severe Toxicity0.0014972687
Low Tox 0.104361884 Constructive 0.804 Policy_Critique
Oct 9, 2025 IRCC Names India in Study …
Lack knowledge on Canadian 🇨🇦 immigration 🛂 is very much common in this comment section. I came as a SKILLED immigrant ( POINT BASED SYSTEM)
Lack knowledge on Canadian 🇨🇦 immigration 🛂 is very much common in this comment section. I came as a SKILLED immigrant ( POINT BASED SYSTEM)
Identity Attack0.04177703
Insult0.03489272
Profanity0.012038844
Threat0.005848073
Severe Toxicity0.0020694733
Low Tox 0.103928015 Moderate Con 0.45
Aug 20, 2025 How Canada broke its immigration …
I think RocaNews you need to be a little more thoughtful into your questioning. I'm also feeling like it's a little lazy to do this research and not include certain data points with it. Or …
I think RocaNews you need to be a little more thoughtful into your questioning. I'm also feeling like it's a little lazy to do this research and not include certain data points with it. Or to actually create processes/opportunities to get "newcomers" and "long-time residents" to speak together, a division of people that is far more complicated than the division you add to in this documentary. Think about your values and what the goal of this is. Reflect on this before you just go do the same elsewhere. Look at the comments. What are you adding to/contributing to relieving tension within and between communities? What is your overall purpose.
Identity Attack0.0037367835
Insult0.05144889
Profanity0.02126184
Threat0.0066151097
Severe Toxicity0.0014019012
Low Tox 0.09872158 Constructive 0.733 Meta_Commentary
Jan 22, 2026 1 likes 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.