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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 #}

Comment Explorer

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Active: "I hope they do it …" 317 comments · Page 9 of 13
So this is called tolerance …? What about all the experts in all different fields that were Virtually invited to Canada from all over the world because of a shortage a few decades ago Surely …
So this is called tolerance …? What about all the experts in all different fields that were Virtually invited to Canada from all over the world because of a shortage a few decades ago Surely they added value - now they have been all used up- time to show some of these Canadian’s true colours ? Some Canadians - hopefully just a minority
Identity Attack0.06431354
Insult0.027730936
Profanity0.011082385
Threat0.007327127
Severe Toxicity0.0022411346
Low Tox 0.10045706 Moderate Con 0.41
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
Hope the cops were called on those guys after.
Hope the cops were called on those guys after.
Identity Attack0.004643231
Insult0.017012933
Profanity0.0166845
Threat0.09929679
Severe Toxicity0.0036239624
Low Tox 0.10002319 Low Con 0.255 Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
i hope you all are aware of the fact that the Indian government is against the khalistani movement or demands in any way. also hope that yall r aware that khalistan is a concept majorly …
i hope you all are aware of the fact that the Indian government is against the khalistani movement or demands in any way. also hope that yall r aware that khalistan is a concept majorly supported by those who do not live in india.
Identity Attack0.07508347
Insult0.021803947
Profanity0.020168742
Threat0.01052473
Severe Toxicity0.0031280518
Low Tox 0.09915545 Moderate Con 0.38 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
You’re gonna start seeing American citizens coming very soon. I sure hope you have your tent cities ready.
You’re gonna start seeing American citizens coming very soon. I sure hope you have your tent cities ready.
Identity Attack0.033784978
Insult0.023479814
Profanity0.014839902
Threat0.0116639575
Severe Toxicity0.002708435
Low Tox 0.09741997 Low Con 0.234 Fear_Threat
Jan 3, 2026 4 likes New rules, regulations take effect …
multiculturalism is beautiful, i pray our government can find a more sustainable way to continue growing our country, and hopefully bring an end to all this racial tension.
multiculturalism is beautiful, i pray our government can find a more sustainable way to continue growing our country, and hopefully bring an end to all this racial tension.
Identity Attack0.08500996
Insult0.015872927
Profanity0.024131214
Threat0.010809537
Severe Toxicity0.0039100647
Low Tox 0.09741997 Constructive 0.583
Sep 18, 2025 22 likes Inside Canada's Indian Metropolis (Brampton)
I hope Canadians realise that Brampton is already a 27th state of India 😂😂
I hope Canadians realise that Brampton is already a 27th state of India 😂😂
Identity Attack0.06158508
Insult0.023866551
Profanity0.017709278
Threat0.0072235605
Severe Toxicity0.002861023
Low Tox 0.09611836 Low Con 0.228 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
Very good video, I hope that you keep educating the people, its the only way that we can unite and put a stop to this kind of government.
Very good video, I hope that you keep educating the people, its the only way that we can unite and put a stop to this kind of government.
Identity Attack0.018269362
Insult0.021868404
Profanity0.024404489
Threat0.017156094
Severe Toxicity0.0031471252
Low Tox 0.09394901 Constructive 0.555
Aug 26, 2025 Why Canadians Are Turning Against …
What I noticed in this video is the people from Indian community respects and helped the interviewer as their own and heard no negative nonsense. Hope we can all live together in harmony and respect …
What I noticed in this video is the people from Indian community respects and helped the interviewer as their own and heard no negative nonsense. Hope we can all live together in harmony and respect each other with no hate.
Identity Attack0.036878675
Insult0.027605021
Profanity0.053435806
Threat0.008181547
Severe Toxicity0.0023555756
Low Tox 0.09351514 Constructive 0.768 Solidarity
Nov 27, 2025 78 likes Inside Canada's Indian Metropolis (Brampton)
Tyler, I was very interested in the topic of volunteer firefighters in your video about New York related to the Jewish community. I hope that someday I can come to Chile and film firefighters, myself …
Tyler, I was very interested in the topic of volunteer firefighters in your video about New York related to the Jewish community. I hope that someday I can come to Chile and film firefighters, myself included. We are volunteers, meaning it's not a job as such; we don't receive a salary or anything like that. We only focus on our vocation and sacrifice.
Identity Attack0.06704199
Insult0.01767874
Profanity0.023994578
Threat0.01187109
Severe Toxicity0.0036811829
Low Tox 0.08716487 Constructive 0.806 Personal_Narrative
Feb 25, 2026 Inside Canada's Indian Invasion...
We don’t even have homes for all of our citizens!!! Smh hopefully they’ll bring tents!!!
We don’t even have homes for all of our citizens!!! Smh hopefully they’ll bring tents!!!
Identity Attack0.012641981
Insult0.024382202
Profanity0.016821137
Threat0.0077154995
Severe Toxicity0.0022506714
Low Tox 0.08637348 Moderate Con 0.363
Jan 3, 2026 1 likes New rules, regulations take effect …
I’m really hoping that they only stay in Ontario and bc because I don’t want to have our deep culture in sk erased and over written
I’m really hoping that they only stay in Ontario and bc because I don’t want to have our deep culture in sk erased and over written
Identity Attack0.025404079
Insult0.026831545
Profanity0.015249812
Threat0.008738215
Severe Toxicity0.0021648407
Low Tox 0.08637348 Moderate Con 0.477 Identity_Assertion
Feb 4, 2026 Inside Canada's Indian Invasion...
I got a buddy in canada, i feel so much worry and hope everythings improves, or just make it apart of america
I got a buddy in canada, i feel so much worry and hope everythings improves, or just make it apart of america
Identity Attack0.053399716
Insult0.01890341
Profanity0.015318131
Threat0.009877442
Severe Toxicity0.0025177002
Low Tox 0.08479069 Constructive 0.523
Jan 27, 2026 Inside Canada's Indian Invasion...
Congratulations 🎉! Finally and hopefully the rest of Canada will do the same, and also to end the citizenship granted easy pizzy process to anyone born on Canadian soil if parents are NOT Canadians or …
Congratulations 🎉! Finally and hopefully the rest of Canada will do the same, and also to end the citizenship granted easy pizzy process to anyone born on Canadian soil if parents are NOT Canadians or PR.
Identity Attack0.054763943
Insult0.019161236
Profanity0.010023449
Threat0.008582866
Severe Toxicity0.0022602081
Low Tox 0.07845957 Constructive 0.507
Nov 22, 2025 1 likes Quebec Ends Economic Immigration Program …
You are too good Canadian in my eyes. I am 33 years old and I still can't get a job after 5 years. I love all people regardless of the hatred they have against us. …
You are too good Canadian in my eyes. I am 33 years old and I still can't get a job after 5 years. I love all people regardless of the hatred they have against us. I just hope that someday we can all live in harmony and equality. I don't know what my future holds I may be living in a ditch. Companies misuse the immigration program for Fortune workers therefore leaving us Canadians without jobs not just the young but also people in their twenties and their thirties and their 40s. True for those immigrants who speak up for us in such a kind-hearted way thank you
Identity Attack0.032753747
Insult0.029604018
Profanity0.015420608
Threat0.0071588317
Severe Toxicity0.0018596649
Low Tox 0.07845957 Constructive 0.81
Nov 18, 2025 1 likes Why Canadians Are Turning Against …
Trump has been effective with the southern border, but we never hear about our (USA) northern border, which is 3 times the size of its southern counterpart and apparently recognized as the LONGEST International border …
Trump has been effective with the southern border, but we never hear about our (USA) northern border, which is 3 times the size of its southern counterpart and apparently recognized as the LONGEST International border IN the WORLD! It makes sense for smugglers to use a different means for entry once the previous method gets controlled. I hope the US government is paying attention and doesn’t turn a blind eye to our northern border like they did with our Mexican border.
Identity Attack0.042550452
Insult0.023028618
Profanity0.010894509
Threat0.0064597605
Severe Toxicity0.0014781952
Low Tox 0.07687678 Constructive 0.612 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
So Quebec is reducing it's intake numbers and based on what as it's called good governance so was letting in folks with hopes bad governance lol ??
So Quebec is reducing it's intake numbers and based on what as it's called good governance so was letting in folks with hopes bad governance lol ??
Identity Attack0.007214582
Insult0.029714199
Profanity0.01627459
Threat0.0063238298
Severe Toxicity0.0014781952
Low Tox 0.07371122 Moderate Con 0.343
Nov 23, 2025 Quebec Ends Economic Immigration Program …
I lived in Canada for 11 years, 2008 - 2019, went to university and worked in Toronto. I come from an upper-middle class family in China, went to a top university in Canada, landed good …
I lived in Canada for 11 years, 2008 - 2019, went to university and worked in Toronto. I come from an upper-middle class family in China, went to a top university in Canada, landed good jobs and I speak English like a native. I got my PR in 2015 and I remember the painful uphill battle I had to go through just get that. All the bureaucracy, redtape, unnecessarily rigid rules, high cost and long wait I received from CIC/IRCC felt like a humiliation to me. Every document was scrutinized and every step had obstacle that fealt unreasonable (my TOEFL examiner ask me why I had to do the language test required by CIC, and I had to visit a notary to validate my Chinese national ID card). It felt uneasy but I understood that these were the rules that everyone had to go through, and moving and integrating into a new society was never meant to be easy. I went back to Canada in 2021 and 2024, and it was evident that the country I once called home had gone down the hill. The streets were screaming crime, unemployment, inflation, drug and filth, it's total social rot. As someone who went through the whole immigration process (and many of my friends who went through the same have left Canada for good, like myself), I attribute much of this to failed immigration policy. I cannot help but feel confused, angry, betrayed and humiliated when I look at the recent immigration policies of Canada and their results, and compare with what I had to go through. The feeling sums up to: Canada penalizes the hard-working and law-abiding people, and rewards the undeserved and the cheaters. Example: when the US creates wars in the Middle East, why does CANADA bear the cost of bringing in refugees? I never regretted moving back to China and East Asia, and I feel bad for those who still truly think of Canada as home, as I am one myself. When the leadership of a country deviates from pragmatism, reason and common sense, and instead embraces idealogies, hypocrisy and political optics, this is what happens. The prices are paid by everyone, immigrant or not. For this, Trudeau deserves a court trial for his incompetence and dereliction of duty; and the people of Canada need some honest and serious retrospection. I will share some words of wisdom by the late Lee Kwan Yew: “Whoever governs Singapore (LKY was the PM and founding father of Singapore) must have that iron in him. Or give it up. This is not a game of cards, this is your life and mine. I've spent a whole lifetime building this and as long as I'm in charge, nobody is going to knock it down.” I hope the clownish weakling politicians in Canada (and, in much of the western world nowadays) can be enlightened a little bit.
Identity Attack0.01465176
Insult0.03158728
Profanity0.018187506
Threat0.0072235605
Severe Toxicity0.0019073486
Low Tox 0.07371122 Constructive 0.819
Oct 8, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Love Michelle and hope she will be incharge of Canadas immigration some day. Its heartbreaking to see Canada's decline and inaction from liberals. They need future voters because big boomer base wont last
Love Michelle and hope she will be incharge of Canadas immigration some day. Its heartbreaking to see Canada's decline and inaction from liberals. They need future voters because big boomer base wont last
Identity Attack0.019977676
Insult0.029273475
Profanity0.010365041
Threat0.0067898775
Severe Toxicity0.0012969971
Low Tox 0.07212844 Constructive 0.572 Call_To_Action
Feb 24, 2026 'We do know that there's …
the immigration Minister couldn't even show up for question period today because it was so bad yesterday she's hiding hopefully for Canadian she's preparing her resignation speech
the immigration Minister couldn't even show up for question period today because it was so bad yesterday she's hiding hopefully for Canadian she's preparing her resignation speech
Identity Attack0.01465176
Insult0.028722567
Profanity0.0113385795
Threat0.0068287146
Severe Toxicity0.0014400482
Low Tox 0.06896287 Moderate Con 0.318 Policy_Critique
Feb 26, 2026 17 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
I know it's not on most people's radar, but what is a huge problem that no one talks enough about is how when so many temporary foreign workers come here, they make money in Canadian …
I know it's not on most people's radar, but what is a huge problem that no one talks enough about is how when so many temporary foreign workers come here, they make money in Canadian dollars and then send that money out of our economy to their home Country. So our Canadian dollars are sold, and isn't spent in our Economy. When you go somewhere and you don't see any born in Canada employees you really need to make a choice to not support that business. Canadian wages should go to Canadians and spent in our economy. I hope we wise up and we start to really limit how many people we bring into the Country. We're literally bringing in 400K+ people that's about the size of Halifax, EVERY year. We just cannot support this rapid growth. Especially when the people coming in have no intention of integrating and do not share our values.
Identity Attack0.034042787
Insult0.026444806
Profanity0.014054239
Threat0.0067445673
Severe Toxicity0.0018978119
Low Tox 0.06579731 Constructive 0.781 Economic_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
durka durka, boys. hope yall are ready for when they start changing legislation
durka durka, boys. hope yall are ready for when they start changing legislation
Identity Attack0.007029593
Insult0.022706337
Profanity0.02385794
Threat0.010084574
Severe Toxicity0.0023555756
Low Tox 0.06421452 Low Con 0.111 Fear_Threat
Dec 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Many new immigrants face difficulties in finding a job. They often have to go back to school at their own expense. They hope for job opportunities, only to discover in the end that it is …
Many new immigrants face difficulties in finding a job. They often have to go back to school at their own expense. They hope for job opportunities, only to discover in the end that it is hard to find work that matches their qualifications. This is the reality. Most immigrants end up doing physically demanding jobs, for low pay and often part-time, and this situation can last for years. Eventually, some start thinking about returning to their home country.This is what you need to know as a Canadian immigrant: this is the truth.
Identity Attack0.038683333
Insult0.023479814
Profanity0.012482914
Threat0.006641001
Severe Toxicity0.0016498566
Low Tox 0.063027434 Constructive 0.579 Personal_Narrative
Feb 6, 2026 1 likes Why Canada’s immigration system has …
Many new immigrants face difficulties in finding a job. They often have to go back to school at their own expense. They hope for job opportunities, only to discover in the end that it is …
Many new immigrants face difficulties in finding a job. They often have to go back to school at their own expense. They hope for job opportunities, only to discover in the end that it is hard to find work that matches their qualifications. This is the reality. Most immigrants end up doing physically demanding jobs, for low pay and often part-time, and this situation can last for years. Eventually, some start thinking about returning to their home country.This is what you need to know as a Canadian immigrant: this is the truth.
Identity Attack0.038683333
Insult0.023479814
Profanity0.012482914
Threat0.006641001
Severe Toxicity0.0016498566
Low Tox 0.063027434 Constructive 0.579 Personal_Narrative
Feb 6, 2026 1 likes How Canada broke its immigration …
As a brit, Calgary is my dream location I hope they dont ruin it too
As a brit, Calgary is my dream location I hope they dont ruin it too
Identity Attack0.013144426
Insult0.018516673
Profanity0.02433617
Threat0.009851551
Severe Toxicity0.0017642975
Low Tox 0.059727192 Moderate Con 0.482 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
That dude on the bike is incredibly based. I hope he isnt prosecuted
That dude on the bike is incredibly based. I hope he isnt prosecuted
Identity Attack0.0038107792
Insult0.021481665
Profanity0.01805087
Threat0.010214032
Severe Toxicity0.002231598
Low Tox 0.057748068 Moderate Con 0.444 Meta_Commentary
Jan 27, 2026 1 likes 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.