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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: "The worst people in the …" 58 comments · Page 3 of 3
2:02 this is the actual problem when i came took me 6yrs for the whole process and when the news US gonna take out its forces thats what worst started to happen. They letting more …
2:02 this is the actual problem when i came took me 6yrs for the whole process and when the news US gonna take out its forces thats what worst started to happen. They letting more and more people
Identity Attack0.019575719
Insult0.030375287
Profanity0.059447967
Threat0.014220826
Severe Toxicity0.0064468384
Low Tox 0.17285149 Moderate Con 0.482 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Metropolis (Brampton)
The worst city to drive in is, by far, Brampton. People make up their own rules and then scream at you for wishing to follow the driving laws.
The worst city to drive in is, by far, Brampton. People make up their own rules and then scream at you for wishing to follow the driving laws.
Identity Attack0.015958117
Insult0.0813853
Profanity0.022354934
Threat0.0077802283
Severe Toxicity0.0028800964
Low Tox 0.16678599 Moderate Con 0.348
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
Try ordering food with any delivery company. It is the worst experience ever. I remember delivery people used to be so chill, probably because they could afford to live on minimum wage. I recently gave …
Try ordering food with any delivery company. It is the worst experience ever. I remember delivery people used to be so chill, probably because they could afford to live on minimum wage. I recently gave a driver a huge tip and requested it be brought to my door because I was having a movie night, they called me and said " COME OUTSIDE! COME OUTSIDE!" and I said "I requested for it to be delivered to my door", then he hung up and left with the food. Probably ate it. I had to reorder my meal and wait another hour. I swear to God every time I order food for delivery, which is rarely, the door dash driver is absolutely disrespectful or putting in 0 zero. This is the cheap labor Trudeau wanted. I honestly just feel bad ordering food for delivery now because I know it's hell out there
Identity Attack0.006363631
Insult0.06739554
Profanity0.07255927
Threat0.009825659
Severe Toxicity0.0039482117
Low Tox 0.16098402 Constructive 0.73 Economic_Argument
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
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)
If the majority of the people from India stay in gta and work service related jobs in their community we need to ask ourselves as Canadians what benefit they bring to Canada as a whole …
If the majority of the people from India stay in gta and work service related jobs in their community we need to ask ourselves as Canadians what benefit they bring to Canada as a whole and if we need this kind of immigration in the first place. If they never came here, Brampton would have still been a small town and Canadian economy would not change for the worst because of it.
Identity Attack0.12556632
Insult0.031697463
Profanity0.013439372
Threat0.0067834044
Severe Toxicity0.0031280518
Low Tox 0.13041082 Constructive 0.559
Nov 18, 2025 Inside Canada's Indian Metropolis (Brampton)
In the United States, Canada, Australia, and Europe, ethnic populations are being replaced. Within the next two decades, people with roots in these regions will become a minority. The worst part is that you will …
In the United States, Canada, Australia, and Europe, ethnic populations are being replaced. Within the next two decades, people with roots in these regions will become a minority. The worst part is that you will be walking on eggshells due to cultural differences. All of this can be blamed on liberal politicians who allowed such population replacement. This is a real-world version of the Hunger Games. Good luck, everyone—as Effie from the Hunger Games always says: “May the odds be ever in your favor!
Identity Attack0.0440973
Insult0.0573046
Profanity0.023311393
Threat0.0091524795
Severe Toxicity0.003376007
Low Tox 0.11388343 Constructive 0.514 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
9:33 India's GDP PPP is bigger than Canada, that's why one person in the family could work and everyone can eat, unlike in Canada, where you need multiple people working to eat. However, living conditions …
9:33 India's GDP PPP is bigger than Canada, that's why one person in the family could work and everyone can eat, unlike in Canada, where you need multiple people working to eat. However, living conditions in India is way worst, even though cost of living is better.
Identity Attack0.05794714
Insult0.022964163
Profanity0.011543535
Threat0.006051969
Severe Toxicity0.001745224
Low Tox 0.079250954 Constructive 0.566 Economic_Argument
Oct 7, 2025 8 likes Inside Canada's Indian Metropolis (Brampton)
I do love canada and its culture. Even as a immigrant I had a blessing to be in a country that welcomed people. Now its getting to worst part of being that welcoming. In recent …
I do love canada and its culture. Even as a immigrant I had a blessing to be in a country that welcomed people. Now its getting to worst part of being that welcoming. In recent years I have seen and felt the humiliation I even faced even after becoming PR of this country. That jobless problem is real, very real. PM carney has to do something really serious real fast or I don’t wanna say it, you got it by now. Tc fellas.
Identity Attack0.010655383
Insult0.018581128
Profanity0.01084327
Threat0.006550381
Severe Toxicity0.001077652
Low Tox 0.03781283 Constructive 0.739 Personal_Narrative
Aug 24, 2025 12 likes Why Canadians Are Turning Against …

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.