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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "Good decision!" 9 comments
As a brown person who migrated to Ireland, i can tell you i haven't met, spoken to or hung out with any of the people from my birth country in years. Why? Because, my Irish …
As a brown person who migrated to Ireland, i can tell you i haven't met, spoken to or hung out with any of the people from my birth country in years. Why? Because, my Irish school mates, my Irish neighbours & Irish colleagues have never made me feel insecure about my color or origins. However in the last five years, some communities like the pakistanis, brazilians & nigerians started creating their ghettos despite the fact that the Irish did not discriminate. They "rule" their ghettos as if they're sovereign territories and do not interact with the Irish, who loves a good banter & socializing. Now the Irish are feeling insecure & one can feel, hear & see the change in attitudes towards immigrants. I fear that in the future i may face the consequences of some other people's decision to stand out instead of mixing. It is quite sad actually!
Identity Attack0.40883094
Insult0.24171697
Profanity0.19893537
Threat0.026652548
Severe Toxicity0.022322904
Moderate 0.3389984 Constructive 0.836 Personal_Narrative
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Well, you Quebec will regret soon, including your economy. These decisions don't work like that. There will be maybe short-term benefits that will turn out against your economy pretty soon. Instead of sit down and …
Well, you Quebec will regret soon, including your economy. These decisions don't work like that. There will be maybe short-term benefits that will turn out against your economy pretty soon. Instead of sit down and see the best way of reducing useless imigrations, you guys are just shutting down plans generically and that will affect economy drastically. Good people, great workers, families that pays their taxes fairly and controbute every day on setvices and as consumers... I don't know man. The government seems to have hurt his legs and is now trying to fix It removing the leg instead of treating It.
Identity Attack0.05976611
Insult0.26957804
Profanity0.036401358
Threat0.008582866
Severe Toxicity0.005645752
Low Tox 0.2854869 Constructive 0.614
Nov 21, 2025 2 likes Quebec Ends Economic Immigration Program …
I agree with the these people's comments regarding the immigration issues. I've been Canadian for over 50 years and this is the worst I've seen or experienced here in this country. Why are we as …
I agree with the these people's comments regarding the immigration issues. I've been Canadian for over 50 years and this is the worst I've seen or experienced here in this country. Why are we as major tax payers are forced to finance the lives of these people who are only here to take from us, not give back in any way for us who supported them coming in to feel it's been a good decision made by our government, from our pockets. They do also bring their war, stealing, lying, scamming with them, creating more division with us who were living peacefully before. There's so much more that I see and experience now, that makes me want to leave, and it shouldn't be me who leaves home for others who have no good intentions.
Identity Attack0.17070955
Insult0.24767025
Profanity0.038655918
Threat0.012803185
Severe Toxicity0.009117126
Low Tox 0.28425202 Constructive 0.826 Fear_Threat
Aug 29, 2025 2 likes 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)
2012 I visit Brampton and there were more Sikhs than in Punjab. I just leave and it was a good decision. Brampton is Poor Punjab now, only small percentage of Sikhs are rich in Brampton.
2012 I visit Brampton and there were more Sikhs than in Punjab. I just leave and it was a good decision. Brampton is Poor Punjab now, only small percentage of Sikhs are rich in Brampton.
Identity Attack0.11163961
Insult0.03522326
Profanity0.018187506
Threat0.008259222
Severe Toxicity0.0037956238
Low Tox 0.115658075 Constructive 0.516 Identity_Assertion
Sep 26, 2025 Inside Canada's Indian Metropolis (Brampton)
This should be criminal. What ... person ... thought that was a good idea? How do these people get into these positions of decision making?
This should be criminal. What ... person ... thought that was a good idea? How do these people get into these positions of decision making?
Identity Attack0.0045692353
Insult0.028942931
Profanity0.020373698
Threat0.014566151
Severe Toxicity0.002632141
Low Tox 0.11078331 Low Con 0.258
Dec 26, 2025 1 likes Thousands of refugees allowed into …
I love Punjabis. They are the most humble and kind people to be around. Chardi Kala high spirits all around. I feel very good around them and don't feel judged. Being myself feels ok around …
I love Punjabis. They are the most humble and kind people to be around. Chardi Kala high spirits all around. I feel very good around them and don't feel judged. Being myself feels ok around them. They like to to take care of others. They will commonly ask you if you are OK and need water, food, anything. Langar/ community kichen is inbedded in culture and makes sure everyone eats in the same humble setting. They think communally and make sure to ask all parties how they feel about a particular topic, especially before making a decision. They appreciate when you try to understand them. They love when you speak their language. These people are blessed and I love them. I really hope that people bridge the gap between each other and love thy neighbour. God Bless Chardi Kala rahin.
Identity Attack0.020279141
Insult0.017614283
Profanity0.027547138
Threat0.00933372
Severe Toxicity0.0030708313
Low Tox 0.036870047 Constructive 0.817
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Good decision!
Good decision!
Identity Attack0.00155391
Insult0.00647737
Profanity0.010501678
Threat0.0067769317
Severe Toxicity0.0007534027
Low Tox 0.0070369947 Moderate Con 0.427 Solidarity
Nov 21, 2025 Quebec Ends Economic Immigration Program …
This furthers my decision to NEVER go south of our border. No thank you!! Goodness!!!!
This furthers my decision to NEVER go south of our border. No thank you!! Goodness!!!!
Identity Attack0.000077985846
Insult0.00015711939
Profanity0.000021036052
Threat0.00002953151
Severe Toxicity0.000002386538
Low Tox 0.00043617762
Dec 11, 2025

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.