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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: "invade canada now!" 109 comments · Page 5 of 5
The globalist WON... it is now IMPOSSIBLE for the global landmass formally known as "canada" to recover. These people will out breed us 4 to 1 AT LEAST. Even if the invasion was to be …
The globalist WON... it is now IMPOSSIBLE for the global landmass formally known as "canada" to recover. These people will out breed us 4 to 1 AT LEAST. Even if the invasion was to be stopped IF the liberals lose in 4 years it's too late. The worlds second largest country will be occupied and owned by the worlds 1st and 2nd largest populations... india and china. The irony of "canada" which has worlds largest untapped resources of oil, natural gas, minerals, forestry, tourism being in the hands of INDIA AND CHINA is laughable. The liberals/ndp/globalist have zero foresight, literally zero! India and china will rape this land and it's people, they will drain Lake Louise just for lost coins. If the natives think they will abide by some land treaty they are kidding themselves. 10 MILLION invaders per YEAR is nothing for these 2 countries. CANADA IS DESTROYED, IT'S ONLY A MATTER OF TIME.
Identity Attack0.04564415
Insult0.0638991
Profanity0.017162729
Threat0.008414571
Severe Toxicity0.0038337708
Low Tox 0.13388206 Moderate Con 0.318 Fear_Threat
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
if you come to Atlantic Canada, even our small towns are invaded. Our precious coffee has gone to owned by a corporation as well as non Canadian workers. And that's not talking about all of …
if you come to Atlantic Canada, even our small towns are invaded. Our precious coffee has gone to owned by a corporation as well as non Canadian workers. And that's not talking about all of the crimes they commit creeping in their cars.. investigate more
Identity Attack0.04306607
Insult0.04090862
Profanity0.012482914
Threat0.007883795
Severe Toxicity0.002412796
Low Tox 0.11119666 Constructive 0.697 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Uhh.... Actually Europeans has been invading canada from 1600s onwards. Indigenous people didn't invited them either
Uhh.... Actually Europeans has been invading canada from 1600s onwards. Indigenous people didn't invited them either
Identity Attack0.09162762
Insult0.024511116
Profanity0.014600786
Threat0.006925808
Severe Toxicity0.0022792816
Low Tox 0.11078331 Low Con 0.237 Comparative_Framing
Mar 3, 2026 Inside Canada's Indian Invasion...
Buddy on the bike spike truthfully. Thanks for coming to Canada and exposing how we're being invaded. I don't know about this human smuggling exposure, you should prob be safer than this for content!
Buddy on the bike spike truthfully. Thanks for coming to Canada and exposing how we're being invaded. I don't know about this human smuggling exposure, you should prob be safer than this for content!
Identity Attack0.037909906
Insult0.036325075
Profanity0.012687869
Threat0.008168601
Severe Toxicity0.002784729
Low Tox 0.1104733 Constructive 0.738 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Besides Russia and Poland and Hungary everywhere else has been invaded from Europe to America to Canada 🤦‍♂️
Besides Russia and Poland and Hungary everywhere else has been invaded from Europe to America to Canada 🤦‍♂️
Identity Attack0.078392304
Insult0.025929155
Profanity0.014327513
Threat0.007857903
Severe Toxicity0.0030136108
Low Tox 0.10870059 Low Con 0.169 Comparative_Framing
Feb 17, 2026 Inside Canada's Indian Invasion...
Let's be real, about this nation called Canada where real native canadians were "First Nations, Metis & Inuit" they were the ones as Indigenious people who inhabited canada for thousand of years ago & later …
Let's be real, about this nation called Canada where real native canadians were "First Nations, Metis & Inuit" they were the ones as Indigenious people who inhabited canada for thousand of years ago & later demographic shift could later be seen during 16th century from European colonization where majority of french and british invaded with consistent colonization & took control of the land, these settlers, along with later European immigrants, seized indigenous land, displaced indigenous communities, and brought diseases that decimated native populations. Long story short now, based on 2021 census data shows native canadian population make up to only 5% of total Canadian population whereas the rest remaining are non-indigenous people of Canada at above 90% are foreign invaders from 16th century who came as an opportunist and occupied everything; same as Indian they came took the opportunity by working hard, contributing to the nation yet, you people here crying, complaining & bragging abt these & that abt Indian's bt let's not forget "Europeans" are the ones who did the dirtiest things characterized by forced assimilation, abusive residential school system, and loss of land. Please explain this from a liberal perspective, how was it fair for Indigenous people of Canada?? compared to Indian Standards.
Identity Attack0.0543092
Insult0.03522326
Profanity0.016069634
Threat0.007417747
Severe Toxicity0.0031089783
Low Tox 0.103494145 Constructive 0.683 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Liberal is like Democrats when it comes to immigration, we need trump version to save Canada heritage because the foreign countries are slowly changing the culture, religion, businesses, jobs and etc. They do not need …
Liberal is like Democrats when it comes to immigration, we need trump version to save Canada heritage because the foreign countries are slowly changing the culture, religion, businesses, jobs and etc. They do not need a military forces to take over Canada, it's already been invaded from "WITHIN" and some Canadian are worried about the US invading this country.
Identity Attack0.05612817
Insult0.02657372
Profanity0.0117997285
Threat0.008052089
Severe Toxicity0.0021839142
Low Tox 0.09828771 Moderate Con 0.473 Fear_Threat
Nov 22, 2025 Quebec Ends Economic Immigration Program …
Not fast enough....that number should be 100 000 a day...all those that have invaded canada in pass 20 yrs.
Not fast enough....that number should be 100 000 a day...all those that have invaded canada in pass 20 yrs.
Identity Attack0.025404079
Insult0.018452216
Profanity0.011048226
Threat0.00814271
Severe Toxicity0.0018692017
Low Tox 0.05725329 Moderate Con 0.353 Call_To_Action
Dec 27, 2025 1 likes Deportations From Canada at Their …
We not invaded Canada.... Canada government allow them to come in....
We not invaded Canada.... Canada government allow them to come in....
Identity Attack0.028418748
Insult0.0140109155
Profanity0.011253181
Threat0.007870848
Severe Toxicity0.0015735626
Low Tox 0.048099842 Low Con 0.189 Policy_Critique
Jan 27, 2026 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.