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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: "And from the numbers that …" 415 comments · Page 16 of 17
I typically do not agree with a lot of what the conservatives say, and I usually do not like anything that Michelle Rempel Garner says (or the way she says it). However, what she said …
I typically do not agree with a lot of what the conservatives say, and I usually do not like anything that Michelle Rempel Garner says (or the way she says it). However, what she said here, and the way she said it, makes complete sense. I was a bit disappointed that there are no actual numbers as to how much the government would save, but it doesn't seem like a bad idea to put the legislation in place, and whatever they save is a bonus. imho Be the Change You Wish to See in the World 💖
Identity Attack0.0040512653
Insult0.011730902
Profanity0.011697251
Threat0.0062914654
Severe Toxicity0.00074863434
Low Tox 0.021314176 Constructive 0.763 Policy_Critique
Feb 23, 2026 11 likes 'We do know that there's …
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 …
We all know the number is way higher than that. Come on now.
We all know the number is way higher than that. Come on now.
Identity Attack0.0034223017
Insult0.009108886
Profanity0.013336895
Threat0.008272167
Severe Toxicity0.0012588501
Low Tox 0.02048268 Low Con 0.222
Sep 29, 2025 IRCC Names India in Study …
How much are we short? That's the number we let in. Out of the million, how has the skills we need?
How much are we short? That's the number we let in. Out of the million, how has the skills we need?
Identity Attack0.0027008436
Insult0.010438894
Profanity0.012073003
Threat0.006925808
Severe Toxicity0.00081062317
Low Tox 0.02048268 Low Con 0.251 Question
Feb 1, 2026 Why Canada’s immigration system has …
How about we get that number down to zero for a few years?
How about we get that number down to zero for a few years?
Identity Attack0.0024603575
Insult0.008272881
Profanity0.011543535
Threat0.00951496
Severe Toxicity0.0011348724
Low Tox 0.020231359 Low Con 0.245
Jan 4, 2026 4 likes New rules, regulations take effect …
Quebec actually has had its own immigration policy and section at Canadian embassies throughout the world. Those who wanted to immigrate to Canada found it easier and faster to immigrate through Quebec than through Canada …
Quebec actually has had its own immigration policy and section at Canadian embassies throughout the world. Those who wanted to immigrate to Canada found it easier and faster to immigrate through Quebec than through Canada in general. This was due to the French language requirements in order to increase the number of French speakers. However, many would abuse the system by immigrating to Quebec, then move to more anglophone provinces and cities like Toronto or Vancouver...
Identity Attack0.009360458
Insult0.010096892
Profanity0.009562299
Threat0.0061878995
Severe Toxicity0.0006723404
Low Tox 0.020231359 Moderate Con 0.473
Nov 21, 2025 50 likes Quebec Ends Economic Immigration Program …
My father immigrated to Canada from India in 1961 to complete his PhD, where he met my mother, a local farm girl. They married, and he soon joined Agriculture Canada as a research scientist at …
My father immigrated to Canada from India in 1961 to complete his PhD, where he met my mother, a local farm girl. They married, and he soon joined Agriculture Canada as a research scientist at the Regina Research Station in 1963. Over his remarkable 40-year career, he contributed significantly to the evolution of herbicide research during a transformative era for Canadian agriculture. In the 1960s, as herbicide use surged across the prairies—building on early selective compounds like 2,4-D introduced post-World War II—his work focused on environmental residues and applicator safety, helping refine application methods amid a boom that saw the number of available herbicides in Canada and the U.S. rise from about 25 in 1950 to over 100 by the end of the decade. This period marked the widespread adoption of chemicals for weed control, enabling reduced tillage and boosting crop yields in grain production. By the 1970s, Agriculture Canada's efforts intensified with the introduction of groundbreaking non-selective herbicides like glyphosate, which revolutionized prairie farming by facilitating no-till practices and minimizing soil erosion while controlling persistent weeds. My father's studies on herbicide drift, persistence in air and soil, and human exposure played a key role in ensuring safer, more effective use, aligning with broader innovations that transformed western Canada's grain sector into a global powerhouse. Into the 1980s, as resistance issues emerged and manufacturing processes improved to reduce contaminants like dioxins in phenoxy herbicides, his research supported sustainable advancements, including better monitoring and guidelines that influenced international standards. Through these decades, his pioneering contributions helped develop and optimize herbicides now employed worldwide, fundamentally changing farming practices and enhancing productivity across the vast Canadian prairies.
Identity Attack0.0053276913
Insult0.011920903
Profanity0.011936366
Threat0.006809296
Severe Toxicity0.0009441376
Low Tox 0.019226074 Constructive 0.633 Personal_Narrative
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
How about slashing the numbers by 90%?
How about slashing the numbers by 90%?
Identity Attack0.00258985
Insult0.007721877
Profanity0.012346277
Threat0.009851551
Severe Toxicity0.0013160706
Low Tox 0.018974753 Low Con 0.173
Jan 4, 2026 10 likes New rules, regulations take effect …
We need to double those numbers in 2026
We need to double those numbers in 2026
Identity Attack0.004347248
Insult0.007911879
Profanity0.014088398
Threat0.00899713
Severe Toxicity0.0015735626
Low Tox 0.01859777 Low Con 0.227
Dec 26, 2025 6 likes Deportations From Canada at Their …
UPDATE THIS STORY...tell the truth now that the numbers are out!..
UPDATE THIS STORY...tell the truth now that the numbers are out!..
Identity Attack0.0014059186
Insult0.0088618845
Profanity0.010467518
Threat0.007353018
Severe Toxicity0.000910759
Low Tox 0.01834645 Low Con 0.211
Oct 3, 2018 18 likes How much do refugees and …
Doubt those numbers
Doubt those numbers
Identity Attack0.0029228306
Insult0.008462882
Profanity0.014771583
Threat0.0066927844
Severe Toxicity0.0008916855
Low Tox 0.016964182 Moderate Con 0.307
Dec 25, 2025 1 likes Deportations From Canada at Their …
This is Great News .Now lets get those numbers even higher!
This is Great News .Now lets get those numbers even higher!
Identity Attack0.0030153254
Insult0.008310881
Profanity0.012687869
Threat0.008052089
Severe Toxicity0.0013446808
Low Tox 0.016838523 Moderate Con 0.431 Solidarity
Dec 28, 2025 Deportations From Canada at Their …
Immigrants are vital to Canada's economic growth and demographic health. The challenges often attributed to them are largely consequences of policy gaps in integration, settlement support, and long-term infrastructure planning. Improving the system involves refining …
Immigrants are vital to Canada's economic growth and demographic health. The challenges often attributed to them are largely consequences of policy gaps in integration, settlement support, and long-term infrastructure planning. Improving the system involves refining immigrant selection and focusing on successful inclusion rather than reducing numbers.
Identity Attack0.0103594
Insult0.008405882
Profanity0.009152388
Threat0.0060649146
Severe Toxicity0.00068187714
Low Tox 0.016838523 Constructive 0.563 Economic_Argument
Jan 19, 2026 Why Canada’s immigration system has …
Could you please inform us which numbers from the video are included in the test?
Could you please inform us which numbers from the video are included in the test?
Identity Attack0.0036997858
Insult0.0075128763
Profanity0.015249812
Threat0.008116818
Severe Toxicity0.001335144
Low Tox 0.015770407 Low Con 0.254
Dec 4, 2025 Canadian Citizenship Test 2025 – …
About time! Keep those numbers going up!
About time! Keep those numbers going up!
Identity Attack0.0022198714
Insult0.0086718835
Profanity0.0118338885
Threat0.00789674
Severe Toxicity0.00096321106
Low Tox 0.015644746 Moderate Con 0.388
Dec 25, 2025 Deportations From Canada at Their …
So we are sharing the numbers. "What are the numbers?" "We don't habe thise numbers!"
So we are sharing the numbers. "What are the numbers?" "We don't habe thise numbers!"
Identity Attack0.002293867
Insult0.008462882
Profanity0.012004685
Threat0.006466233
Severe Toxicity0.00077724457
Low Tox 0.015393426 Moderate Con 0.302
Jan 7, 2026 IRCC Names India in Study …
I agree with Michelle somewhat, but she doesn't need to exaggerate. It will be a lot stronger if she gives just the actual numbers. 80% of claimants are legitimate , it's not 50%. I wish …
I agree with Michelle somewhat, but she doesn't need to exaggerate. It will be a lot stronger if she gives just the actual numbers. 80% of claimants are legitimate , it's not 50%. I wish both sides would just stick to facts.
Identity Attack0.0021828737
Insult0.009678889
Profanity0.010296722
Threat0.0063238298
Severe Toxicity0.0005173683
Low Tox 0.014890783 Constructive 0.776 Policy_Critique
Feb 24, 2026 1 likes 'We do know that there's …
Those aren't slashed numbers. Very minor adjustments....thise cuts arent big enough by far.
Those aren't slashed numbers. Very minor adjustments....thise cuts arent big enough by far.
Identity Attack0.0016279058
Insult0.008424882
Profanity0.01127026
Threat0.0072753434
Severe Toxicity0.0007200241
Low Tox 0.014513801 Low Con 0.215 Policy_Critique
Jan 4, 2026 New rules, regulations take effect …
Isn't question number 88 the Iceland?
Isn't question number 88 the Iceland?
Identity Attack0.007473567
Insult0.0072658747
Profanity0.0118338885
Threat0.0072365063
Severe Toxicity0.0011062622
Low Tox 0.014450971 Low Con 0.244 Question
Oct 21, 2025 1 likes Canadian Citizenship Test 2025 – …
Excellent, keep those numbers rising.
Excellent, keep those numbers rising.
Identity Attack0.0024233595
Insult0.0077408776
Profanity0.011628932
Threat0.007417747
Severe Toxicity0.0009822845
Low Tox 0.012691722 Moderate Con 0.406
Dec 31, 2025 3 likes Deportations From Canada at Their …
This is the problem: Temporary workers are temporary. Their arrangement stipulates that they work in-country for a number years, and then return home. Yet, many temporary workers are under the impression that they're actually semi-permanent …
This is the problem: Temporary workers are temporary. Their arrangement stipulates that they work in-country for a number years, and then return home. Yet, many temporary workers are under the impression that they're actually semi-permanent residents. That's why they invest so much, expecting to be able to stay indefinitely. It needs to be made clear that temporary means temporary.
Identity Attack0.0031633168
Insult0.008633883
Profanity0.009784333
Threat0.006058442
Severe Toxicity0.00054597855
Low Tox 0.012440401 Constructive 0.634
Feb 11, 2026 Canada's tighter immigration policy divides …
Only 18,048? In all seriousness that should have been a lowest number in years, not the highest.
Only 18,048? In all seriousness that should have been a lowest number in years, not the highest.
Identity Attack0.001692652
Insult0.007778878
Profanity0.0103992
Threat0.0065633263
Severe Toxicity0.0006580353
Low Tox 0.01218908 Moderate Con 0.375
Dec 31, 2025 Deportations From Canada at Their …
In regards to the job issue, I wonder if allowing only a certain number of a certain demographic to be hired as opposes to giving majority of the jobs to that one demographic? Or maybe …
In regards to the job issue, I wonder if allowing only a certain number of a certain demographic to be hired as opposes to giving majority of the jobs to that one demographic? Or maybe removing the wage subsidies? Is canada even in a financial position to be subsidizing wages? I don’t know if that would help….. just a thought.
Identity Attack0.003644289
Insult0.0075698765
Profanity0.009109689
Threat0.006149062
Severe Toxicity0.000538826
Low Tox 0.010555492 Moderate Con 0.427 Question
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
5 million permits expired this month and im to believe 18 thousand is an okay number?
5 million permits expired this month and im to believe 18 thousand is an okay number?
Identity Attack0.0022291208
Insult0.0067908717
Profanity0.010313802
Threat0.006809296
Severe Toxicity0.00071525574
Low Tox 0.01005285 Moderate Con 0.308
Dec 23, 2025 7 likes Deportations From Canada at Their …
So can't they track the students by their SIN number to see where they may be employed.
So can't they track the students by their SIN number to see where they may be employed.
Identity Attack0.0020256327
Insult0.0072468747
Profanity0.00997221
Threat0.0062267366
Severe Toxicity0.0005364418
Low Tox 0.009990019 Low Con 0.27
Sep 28, 2025 1 likes IRCC Names India in Study …

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.