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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: "We don’t have a government …" 1,794 comments · Page 47 of 72
I cannot believe vassei if she lives in Canada, she knows this all the numbers were on the website, the government's own numbers, and all she does is argue. Please remove her from her position. …
I cannot believe vassei if she lives in Canada, she knows this all the numbers were on the website, the government's own numbers, and all she does is argue. Please remove her from her position. Might as well be carney up there
Identity Attack0.015757138
Insult0.06687108
Profanity0.014395831
Threat0.011353259
Severe Toxicity0.0024032593
Low Tox 0.14256015 Moderate Con 0.462 Call_To_Action
Feb 28, 2026 'We do know that there's …
The people who love PM Mark Carney are over paid GOVERNMENT EMPLOYEES who never worked in the private sector especially WOKE TEACHERS/"babysitters" & ADMINISTRATORS!
The people who love PM Mark Carney are over paid GOVERNMENT EMPLOYEES who never worked in the private sector especially WOKE TEACHERS/"babysitters" & ADMINISTRATORS!
Identity Attack0.010433395
Insult0.07301756
Profanity0.016172111
Threat0.006194372
Severe Toxicity0.0024414062
Low Tox 0.14256015 Low Con 0.212 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Why are they all being put thur because all the government workers are working from home and don’t want this refugee claimants at their homes to meet them. Just put them thur.
Why are they all being put thur because all the government workers are working from home and don’t want this refugee claimants at their homes to meet them. Just put them thur.
Identity Attack0.06613251
Insult0.03710241
Profanity0.015215653
Threat0.021645326
Severe Toxicity0.003967285
Low Tox 0.14082454 Moderate Con 0.32 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Can apply. Shush up lawyer not our problem. Go home n fix your government.
Can apply. Shush up lawyer not our problem. Go home n fix your government.
Identity Attack0.0068076057
Insult0.06424874
Profanity0.018734055
Threat0.010835429
Severe Toxicity0.003414154
Low Tox 0.13908891 Low Con 0.111 Identity_Assertion
Nov 24, 2025 Quebec Ends Economic Immigration Program …
Blame your government not the immigrant They let the immigrant in. Countries that have billions of people like India and China, government have to control their imagration and let in small numbers Otherwise you will …
Blame your government not the immigrant They let the immigrant in. Countries that have billions of people like India and China, government have to control their imagration and let in small numbers Otherwise you will have Have a Billion people coming in and taking all the resources from the locals.
Identity Attack0.10221587
Insult0.032028005
Profanity0.015693882
Threat0.009048914
Severe Toxicity0.0032615662
Low Tox 0.13908891 Moderate Con 0.402 Moral_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
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 …
should look into the government subsidizing 70% of there wages, so companies have more incentive to hire indians cause they pay them 30% what they would pay a canadian
should look into the government subsidizing 70% of there wages, so companies have more incentive to hire indians cause they pay them 30% what they would pay a canadian
Identity Attack0.12735364
Insult0.032468732
Profanity0.015147334
Threat0.0072235605
Severe Toxicity0.0031661987
Low Tox 0.1373533 Low Con 0.253
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Australia is the same, you should look at the port Arthur shooting as some People think the government did it to implement gun laws
Australia is the same, you should look at the port Arthur shooting as some People think the government did it to implement gun laws
Identity Attack0.046159767
Insult0.022061773
Profanity0.020442016
Threat0.10236332
Severe Toxicity0.0062179565
Low Tox 0.1373533 Moderate Con 0.46 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
If the many deportations is true, why do judges keep on protecting illegal aliens from being returned back to their country?? Is this more “bait and switch “? Also government pays for deportations?? I really …
If the many deportations is true, why do judges keep on protecting illegal aliens from being returned back to their country?? Is this more “bait and switch “? Also government pays for deportations?? I really hope the payment is a loan those people must pay back…
Identity Attack0.10221587
Insult0.033680726
Profanity0.012004685
Threat0.008466354
Severe Toxicity0.002937317
Low Tox 0.1373533 Moderate Con 0.345
Dec 24, 2025 1 likes Deportations From Canada at Their …
The government needs to investigate why most fastfood restaurants only hires Indian?, why security companies only hire Indians? Why most call centers only hire indians? Mcdonald's and Tim hortons owe canadian an explanation. The minster …
The government needs to investigate why most fastfood restaurants only hires Indian?, why security companies only hire Indians? Why most call centers only hire indians? Mcdonald's and Tim hortons owe canadian an explanation. The minster of labor must be held accountable.
Identity Attack0.15731181
Insult0.028502205
Profanity0.011936366
Threat0.006809296
Severe Toxicity0.0025939941
Low Tox 0.1373533 Moderate Con 0.431
Sep 20, 2025 809 likes Inside Canada's Indian Metropolis (Brampton)
Don’t be fooled by anything about this lib government
Don’t be fooled by anything about this lib government
Identity Attack0.019676208
Insult0.06582214
Profanity0.03239325
Threat0.007935578
Severe Toxicity0.0026130676
Low Tox 0.1373533 Low Con 0.168 Policy_Critique
Jan 11, 2026 Canada’s new rules in 2026
I don't see this as a social problem, Canadians are from everywhere, we are not inherently racist because we are voicing the mess Canada is turning into. It's a Political problem. The last governments have …
I don't see this as a social problem, Canadians are from everywhere, we are not inherently racist because we are voicing the mess Canada is turning into. It's a Political problem. The last governments have quietly opened up immigration without providing infrastructure to support them. Taxpayers dollars have been dolled out for new immigrant's housing and living. This is akin to welfare in that there is no incentive to begin to work and make your own life when the federal government is supporting them with our tax dollars...and first generation Canadians are afraid to speak up for fear of sounding racist. Ridiculous. This has to stop and change. I'm planning on leaving. It's headed for disaster. I see the light.
Identity Attack0.10221587
Insult0.060752302
Profanity0.018119188
Threat0.0071847234
Severe Toxicity0.0035095215
Low Tox 0.1373533 Constructive 0.723 Policy_Critique
Sep 14, 2025 1 likes Why Canadians Are Turning Against …
This is done deliberately. The government does not support freedom, free speech, decency, Christian values, live and let live. They allowed the radicals, every country that does not respect the people. The global elites of …
This is done deliberately. The government does not support freedom, free speech, decency, Christian values, live and let live. They allowed the radicals, every country that does not respect the people. The global elites of which Trudeau and Carney and every politician follows along. End goal depopulation, and slavery for those who are left breathing.
Identity Attack0.05794714
Insult0.045007613
Profanity0.012004685
Threat0.010239923
Severe Toxicity0.0028800964
Low Tox 0.1373533 Low Con 0.273 Unverified_Claim
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Government need to banned Facebook and whatapp such abuse system
Government need to banned Facebook and whatapp such abuse system
Identity Attack0.014450782
Insult0.036214896
Profanity0.026317406
Threat0.012285355
Severe Toxicity0.002822876
Low Tox 0.13561769 Low Con 0.173 Policy_Critique
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
im so glad our government is ontop of this, so glad that no ones getting hurt for years and years, good job Canada. Very good Very for the citizens, lmao what a joke
im so glad our government is ontop of this, so glad that no ones getting hurt for years and years, good job Canada. Very good Very for the citizens, lmao what a joke
Identity Attack0.00932346
Insult0.061976057
Profanity0.044417568
Threat0.00933372
Severe Toxicity0.003604889
Low Tox 0.13561769 Moderate Con 0.443 Humor_Satire
Feb 19, 2026 Canadian immigration officers investigating hundreds …
i have no hopes, i work every week, every day for years...and at end of each month i still do not have some reserve for myself...i am surviving, NOT living, i am working to make …
i have no hopes, i work every week, every day for years...and at end of each month i still do not have some reserve for myself...i am surviving, NOT living, i am working to make happy others, i am working to pay bills, rent, cards, studies, and yeah to buy some food to continue to work to make happy others. Economic of this country is going in the toilet...we can't live decent anymore and hope to make true the dream of having a house or a car. And also, if you come in Quebec to work, there is no excuse to not learn french, QC government offer FREE classes, you pay nothing, just apply and go there and learn french and integrate in society. But, if you are lazy...well..than fuk off.
Identity Attack0.019977676
Insult0.06512285
Profanity0.030138692
Threat0.006757513
Severe Toxicity0.003376007
Low Tox 0.13388206 Constructive 0.631
Aug 30, 2025 Why Canadians Are Turning Against …
Frankly, I don’t blame the Indian people. Most of them seek better opportunities and stability, and their decision to migrate is often driven by economic hardships, political instability, or a lack of educational resources in …
Frankly, I don’t blame the Indian people. Most of them seek better opportunities and stability, and their decision to migrate is often driven by economic hardships, political instability, or a lack of educational resources in their homeland. Why would they not accept coming here if they see potential for a brighter future ? Furthermore, they don’t have pathways to citizenship offered by the government; there are no well-defined courses or integration programs designed to help newcomers become fully part of the society. Instead, they are arriving in basically what is a new India. They are welcome with open arms and new rights as Canadians, without the responsibilities that SHOULD go with it. So, the entire culprit is our Canadian government. This situation is part of a much larger, global agenda aimed at sowing division among populations to weaken national unity. The phrase _Divide et Impera_ (Divide and Conquer) highlights this tactic. The Canadian government is orchestrating this strategy, intentionally aligned with the nefarious 2030 agenda. This agenda calls to flood the White Christian Western world with massive immigration, which will erode cultural and national identities. The ultimate goal is to strip nations of their cultural and historical identities, making their populations more dependent on the State to provide a new identity. This dependency is projected to lead to the implementation of digital identification systems, biometric tracking, and other dystopian technological measures. These politicians on both sides are NOT humanists. The overarching aim is not merely human advancement but transhumanism — merging humans with technology — which is pure evil, even demonic, a plan to transform human existence radically. A plot to erase humanity as we know it. This is also the real reason and rationale behind the trans agenda. You can be whatever you want if you identify with it. Now, how about a cyborg, the singularity or what is called humankind 2.0 ? They will try to get it with WW3. The mandates will be said to be good for us, as they will procure a false sense of security in every country on Earth. They need India to go against the Muslim world. Canada has accepted this for the novus ordo seclorum of nations. You probably heard the saying that governments are NOT elected, but selected. That’s true. Our system is an illusion of democracy. They needed these far-left Liberals for these objectives and many others. Then, when it will be too much and order for the chaos, they will count on the far right to go to war. There will be two coalitions: the Western nations + Israel 🇮🇱 + some arab countries like Saudi Arabia 🇸🇦, Jordan 🇯🇴, Syria 🇸🇾 + Ukraine 🇺🇦 + India 🇮🇳 + Japan 🇯🇵 + South Korea 🇰🇷 *VS* the Arab League + Russia 🇷🇺 + China 🇨🇳 + North Korea 🇰🇵. The worst in all of that is that Freemasonry controlled both sides and their political leaders. They play on both sides, as in WW1 and WW2.
Identity Attack0.12208464
Insult0.03588435
Profanity0.025907494
Threat0.007961469
Severe Toxicity0.003490448
Low Tox 0.13388206 Constructive 0.617 Unverified_Claim
Oct 12, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I have lived over 15 years in Canada. I am an immigrant, and also don't like much when people bring their narrow understanding of their world, regardless of the culture. But, that doesn't equal to …
I have lived over 15 years in Canada. I am an immigrant, and also don't like much when people bring their narrow understanding of their world, regardless of the culture. But, that doesn't equal to automatically blame the immigrants for new generations not having a job, or slavery wages. These are problems created by the government and corporations, selling us a very expensive existence. Yes, integration is essentiall. But also be open to learn something from those others cultures. Don't be ethnocentric. We all have something to learn from each other
Identity Attack0.08004672
Insult0.06354945
Profanity0.017026093
Threat0.00704232
Severe Toxicity0.0028800964
Low Tox 0.13388206 Constructive 0.852 Moral_Argument
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
Canada is in the same boat as England and Australia where our government is run by an Anglo-Saxon form of government. It's just now a modern day system of slavery by which the rich stays …
Canada is in the same boat as England and Australia where our government is run by an Anglo-Saxon form of government. It's just now a modern day system of slavery by which the rich stays rich if you can bring in cheap labour by disguising or manipulating the numbers in use of immigrants. I honestly don't understand why people can't do the simple math when we live in a world based on capitalism and it's countered by Marxism.
Identity Attack0.08749158
Insult0.055547886
Profanity0.013951761
Threat0.007145886
Severe Toxicity0.002861023
Low Tox 0.13388206 Constructive 0.651 Policy_Critique
Sep 14, 2025 1 likes Why Canadians Are Turning Against …
It's right across Canada. 100% negligence on this Liberal government who allowed it to happen under their watch.
It's right across Canada. 100% negligence on this Liberal government who allowed it to happen under their watch.
Identity Attack0.027614836
Insult0.07396803
Profanity0.012858666
Threat0.006712203
Severe Toxicity0.0021266937
Low Tox 0.13388206 Moderate Con 0.317 Policy_Critique
Feb 22, 2026 Canadian immigration officers investigating hundreds …
The problem is not Indian, but who are coming to Canada in the name of students. Some persons who try to do illegal activities, need more men for that and they are coming in the …
The problem is not Indian, but who are coming to Canada in the name of students. Some persons who try to do illegal activities, need more men for that and they are coming in the name of students, and those are the same who did illegal things in India. All the chaos is because government not filtering enough the people coming to Canada
Identity Attack0.12208464
Insult0.032138187
Profanity0.013131939
Threat0.006912862
Severe Toxicity0.0026512146
Low Tox 0.13388206 Moderate Con 0.353 Policy_Critique
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Thank you for covering this! We are being invaded and the Liberal Government has been allowing it!
Thank you for covering this! We are being invaded and the Liberal Government has been allowing it!
Identity Attack0.048995655
Insult0.037395194
Profanity0.017845914
Threat0.010110466
Severe Toxicity0.0037193298
Low Tox 0.13388206 Moderate Con 0.469 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
First give them hopes to come to foreign place and work on low income... Then once you take make of them local start to call it invasion but their government is the one should be …
First give them hopes to come to foreign place and work on low income... Then once you take make of them local start to call it invasion but their government is the one should be blamed...
Identity Attack0.06294931
Insult0.04032305
Profanity0.01402008
Threat0.0101363575
Severe Toxicity0.0031089783
Low Tox 0.13388206 Low Con 0.283 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
People shouldn’t blame immigrants they should blame the bad people or bad government system most of Canadians have a background immigrant we know Canada needs more population but not bad ones
People shouldn’t blame immigrants they should blame the bad people or bad government system most of Canadians have a background immigrant we know Canada needs more population but not bad ones
Identity Attack0.10221587
Insult0.036545437
Profanity0.013371054
Threat0.006530962
Severe Toxicity0.0024986267
Low Tox 0.13214645 Moderate Con 0.435
Aug 25, 2025 Why Canadians Are Turning Against …
Thanks to Trudeu government for making a 3rd world
Thanks to Trudeu government for making a 3rd world
Identity Attack0.04203484
Insult0.054376744
Profanity0.016001316
Threat0.007417747
Severe Toxicity0.0036239624
Low Tox 0.13214645 Low Con 0.217 Policy_Critique
Feb 11, 2026 3 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.