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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

click to expand

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: "Canada does not need any …" 749 comments · Page 28 of 30
Canada you need to hire the ICE of USA.
Canada you need to hire the ICE of USA.
Identity Attack0.009619443
Insult0.011730902
Profanity0.011526455
Threat0.007974415
Severe Toxicity0.0015163422
Low Tox 0.025674535 Low Con 0.169
Sep 28, 2025 19 likes IRCC Names India in Study …
If you move to another country you need to be part of their culture and their way of life, speak their language and become one of them..but people love to move to Canada to take …
If you move to another country you need to be part of their culture and their way of life, speak their language and become one of them..but people love to move to Canada to take advantage of all the freedoms and continue doing what they are doing.
Identity Attack0.014048826
Insult0.0114649
Profanity0.010023449
Threat0.0059807673
Severe Toxicity0.0009059906
Low Tox 0.025320992 Moderate Con 0.481 Identity_Assertion
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
CANADA NEEDS AN ICE 😊
CANADA NEEDS AN ICE 😊
Identity Attack0.006474625
Insult0.010362893
Profanity0.011663092
Threat0.008686432
Severe Toxicity0.0018405914
Low Tox 0.025203144 Low Con 0.201 Call_To_Action
Feb 19, 2026 Canadian immigration officers investigating hundreds …
Ill be canada ice for free i need a job . Id gladly do it
Ill be canada ice for free i need a job . Id gladly do it
Identity Attack0.007288578
Insult0.011008898
Profanity0.01309778
Threat0.007327127
Severe Toxicity0.0013828278
Low Tox 0.023671126 Moderate Con 0.396
Jan 18, 2026 2.9 million Canadian temporary visas …
Canada (Trudeau) Let too many in at the same time... We cant take more for now... we need to prepare schools, more hospitals, ect. Its now time for other provinces to take more .... like …
Canada (Trudeau) Let too many in at the same time... We cant take more for now... we need to prepare schools, more hospitals, ect. Its now time for other provinces to take more .... like quebec, Ontario and BC are overloaded....
Identity Attack0.0044582416
Insult0.012566907
Profanity0.010006369
Threat0.007081157
Severe Toxicity0.0010538101
Low Tox 0.023199737 Constructive 0.595
Nov 23, 2025 Quebec Ends Economic Immigration Program …
Canada needs Trump
Canada needs Trump
Identity Attack0.007473567
Insult0.011084898
Profanity0.012346277
Threat0.00780612
Severe Toxicity0.0014591217
Low Tox 0.023199737 Low Con 0.192 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
As a beloved-canada, i give 2 advice. The first, canada needs not only limit immigration but also set/establish quota for each regions/countries where have a huge number immigants apply to canada (for example: india 30.000 …
As a beloved-canada, i give 2 advice. The first, canada needs not only limit immigration but also set/establish quota for each regions/countries where have a huge number immigants apply to canada (for example: india 30.000 immigrant/year, china 20.000 immigrants/year,....). The second, canada must empower for each territories/provinces to decide how much foreign people can study/work/live in there
Identity Attack0.015857628
Insult0.008994885
Profanity0.009562299
Threat0.006356194
Severe Toxicity0.0008916855
Low Tox 0.022964042 Constructive 0.576 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
Changes to immigration are welcome. In Quebec things are far more complicated as integration and language come into play. Most immigrants struggle to build a life in Canada due to expensive housing (renting or ownership). …
Changes to immigration are welcome. In Quebec things are far more complicated as integration and language come into play. Most immigrants struggle to build a life in Canada due to expensive housing (renting or ownership). Canada was also accepting too many professional immigrants (engineering, business, consulting, IT, accounting) when we desperately need trades, construction workers and mechanics. The reduction in immigration and foreign students to sustainable levels is long overdue.
Identity Attack0.012842959
Insult0.010096892
Profanity0.00904991
Threat0.0060778605
Severe Toxicity0.0007867813
Low Tox 0.022846194 Constructive 0.721 Policy_Critique
Feb 11, 2026 Canada's tighter immigration policy divides …
Sounds like Canada needs to take notes from the US.
Sounds like Canada needs to take notes from the US.
Identity Attack0.0103594
Insult0.010932897
Profanity0.010108846
Threat0.0070164283
Severe Toxicity0.0009727478
Low Tox 0.022728346 Low Con 0.198 Comparative_Framing
Feb 19, 2026 Canadian immigration officers investigating hundreds …
Canada needs ice
Canada needs ice
Identity Attack0.0070665907
Insult0.009868891
Profanity0.012175481
Threat0.008712323
Severe Toxicity0.0016975403
Low Tox 0.022374803 Low Con 0.223 Humor_Satire
Feb 18, 2026 Canadian immigration officers investigating hundreds …
We need trump in Canada
We need trump in Canada
Identity Attack0.006622616
Insult0.010438894
Profanity0.012346277
Threat0.0076119336
Severe Toxicity0.0013923645
Low Tox 0.022021262 Low Con 0.256
Jan 27, 2026 Inside Canada's Indian Invasion...
It's about time considering there are over 500,000 thousand people ordered out of Canada and never showed up plus 600,000 that are undocumented in Canada more is needed
It's about time considering there are over 500,000 thousand people ordered out of Canada and never showed up plus 600,000 that are undocumented in Canada more is needed
Identity Attack0.009360458
Insult0.010286893
Profanity0.009306105
Threat0.0063432488
Severe Toxicity0.00084877014
Low Tox 0.021785567 Constructive 0.504
Dec 28, 2025 1 likes Deportations From Canada at Their …
We need Trump in Canada ASAP
We need Trump in Canada ASAP
Identity Attack0.0066596144
Insult0.010286893
Profanity0.012141321
Threat0.007935578
Severe Toxicity0.0014877319
Low Tox 0.021667719 Low Con 0.23
Nov 21, 2025 Thousands of refugees allowed into …
Immigration is essential for Canada to survive.. but... it needs to be a reasonable, controlled intake. Global situations have pushed Canada to take more than they could manage. We don't need to stop immigration, just …
Immigration is essential for Canada to survive.. but... it needs to be a reasonable, controlled intake. Global situations have pushed Canada to take more than they could manage. We don't need to stop immigration, just get control of it again. Also, yes, people coming in need to become Canadian... if you come here it's because you expect it to be better than where ever you left... so you need to embrace what's here, not try and change what's here to whatever you left.
Identity Attack0.009693438
Insult0.010096892
Profanity0.009118228
Threat0.0063497215
Severe Toxicity0.00071048737
Low Tox 0.021667719 Constructive 0.701 Policy_Critique
Aug 26, 2025 Why Canadians Are Turning Against …
I like you & your attitude about coming to Canada. I’m subscribing. I feel for the young girl looking for a job. There are tons of jobs on indeed in my city. I apply for …
I like you & your attitude about coming to Canada. I’m subscribing. I feel for the young girl looking for a job. There are tons of jobs on indeed in my city. I apply for both part & full time. I apply for at least 10-20 a day. I’m not getting calls for interviews. I’ve even applied twice to one job because I was not chosen but 2 weeks later the same position was back. I’m fortunate enough to not have to work. I have a husband that makes a very good salary that pays for all of the bills , groceries & vacations. Up until Covid collapsed my 2 franchises & I was sinking more money in than making it I had to sell one for 1/3 of what I paid for it & give the other away. I started a small business at home doing lash extensions. I have my regular clients. But if I want to save my own money it’s not sustainable or steady. I want to work because I enjoy leaving my home not to just go grocery shopping or visit family. That’s even if they are home from work. I like having a purpose. I’m skilled in accounting, cleaning, sales, marketing, customer service you name it. Many might say that I’m very lucky. I am very blessed but it’s also very lonely. Plus I have always worked & had independence. I hate asking my husband to send me money so I can pay my cell, credit card bills. I don’t even go shopping without him for new clothes because I rely on him to pay for those too. Hypothetically we broke up tomorrow I’d be screwed. I worry about if he dies. There’s life insurance but we still have a mortgage to pay & monthly bills. Plus of course I’d make sure his kids got some too. Not to mention I’ve had mental health struggles with social anxiety & agoraphobia years ago. The more I stay home the more I get anxious about going out. Days can get boring & then I find myself napping all afternoon. I need a job. I just want my own money. I don’t want to go to my husband every 3 months & ask him to send me 2000.00 to clear up my overdraft for one business day. I don’t even want to have to use it. Sorry for the rant but I feel that even when filing out applications many times I’m asked if I’m racialized. In other words is my skin brown.
Identity Attack0.005771666
Insult0.012946909
Profanity0.013576009
Threat0.006382086
Severe Toxicity0.0010490417
Low Tox 0.021549871 Constructive 0.835 Personal_Narrative
Sep 8, 2025 Why Canadians Are Turning Against …
Canada needs to learn from Singapore on having max quotas on ethnic populations in any given area. They have people from everywhere, blending together.
Canada needs to learn from Singapore on having max quotas on ethnic populations in any given area. They have people from everywhere, blending together.
Identity Attack0.011987305
Insult0.009393888
Profanity0.010177165
Threat0.0062979385
Severe Toxicity0.00084877014
Low Tox 0.02107848 Moderate Con 0.389 Comparative_Framing
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Not true. Most Canadians want smaller numbers and tighter requirements. The students and TEMPORARY workers think they automatically will get permanent residency, when in fact there are no guarantees..Why these people act like Canada did …
Not true. Most Canadians want smaller numbers and tighter requirements. The students and TEMPORARY workers think they automatically will get permanent residency, when in fact there are no guarantees..Why these people act like Canada did something wrong? Having that many people come is a strain on all our resources and job market. We have a right to decide who we need and want. Store manager is not a job that Canadians won't do.
Identity Attack0.009619443
Insult0.011844902
Profanity0.0094256615
Threat0.005922511
Severe Toxicity0.00069618225
Low Tox 0.020960633 Constructive 0.763 Policy_Critique
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
Canada needs to vastly increase its population. If not then it is likely you will become a State to the USA which would be a shame
Canada needs to vastly increase its population. If not then it is likely you will become a State to the USA which would be a shame
Identity Attack0.0013547267
Insult0.009531953
Profanity0.00020936003
Threat0.00010846465
Severe Toxicity0.0000027912808
Low Tox 0.020921616
Apr 14, 2025 1 likes
We need ice in CANADA
We need ice in CANADA
Identity Attack0.005364689
Insult0.009108886
Profanity0.0118680475
Threat0.008531082
Severe Toxicity0.0016307831
Low Tox 0.02072494 Low Con 0.266 Call_To_Action
Dec 26, 2025 Deportations From Canada at Their …
We need ice in Canada
We need ice in Canada
Identity Attack0.005512681
Insult0.009089886
Profanity0.012038844
Threat0.008556974
Severe Toxicity0.0015830994
Low Tox 0.020607091 Moderate Con 0.314
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
We need ice in Canada
We need ice in Canada
Identity Attack0.005512681
Insult0.009089886
Profanity0.012038844
Threat0.008556974
Severe Toxicity0.0015830994
Low Tox 0.020607091 Moderate Con 0.314 Call_To_Action
Feb 18, 2026 35 likes Canadian immigration officers investigating hundreds …
We need a ICE in Canada
We need a ICE in Canada
Identity Attack0.0065856185
Insult0.009260887
Profanity0.010996987
Threat0.008194493
Severe Toxicity0.0013160706
Low Tox 0.019854378 Low Con 0.268
Sep 30, 2025 IRCC Names India in Study …
We need ICE in Canada now
We need ICE in Canada now
Identity Attack0.006363631
Insult0.009032886
Profanity0.010996987
Threat0.008220384
Severe Toxicity0.0012779236
Low Tox 0.019854378 Low Con 0.252
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
WE NEED ICE HERE IN CANADA.
WE NEED ICE HERE IN CANADA.
Identity Attack0.0048097214
Insult0.008918885
Profanity0.010996987
Threat0.008492245
Severe Toxicity0.0016403198
Low Tox 0.019854378 Low Con 0.275
Dec 29, 2025 Deportations From Canada at Their …
Thanks for the video Tyler, much needed help here in Canada. Remigration soon hopefully but I'm not holding by breath.
Thanks for the video Tyler, much needed help here in Canada. Remigration soon hopefully but I'm not holding by breath.
Identity Attack0.006511623
Insult0.0096028885
Profanity0.010091767
Threat0.0067316215
Severe Toxicity0.00081539154
Low Tox 0.019603057 Constructive 0.617
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.