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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: "So how much are they …" 844 comments · Page 34 of 34
Very thankful to the person who created this video. I went through this video once and read discover canada once and got 19/20. Amazing video and much recommended.
Very thankful to the person who created this video. I went through this video once and read discover canada once and got 19/20. Amazing video and much recommended.
Identity Attack0.0029228306
Insult0.006724371
Profanity0.011680172
Threat0.007068211
Severe Toxicity0.0009012222
Low Tox 0.008356431 Constructive 0.623
Aug 14, 2025 3 likes Canadian Citizenship Test 2025 – …
Stop people outside from outside Canada from buying up our homes, this is the issue. China and India own too much in Vancouver, Toronto and Montreal. They are raising up the cost of living through …
Stop people outside from outside Canada from buying up our homes, this is the issue. China and India own too much in Vancouver, Toronto and Montreal. They are raising up the cost of living through their greediness
Identity Attack0.00038317507
Insult0.0040671253
Profanity0.000058668196
Threat0.0000607873
Severe Toxicity0.0000020598457
Low Tox 0.0077626333
Apr 18, 2025 22 likes
Just took my test July 5th and passed 20/20!!!!!!! …thank you so much !!💕🥳🥳
Just took my test July 5th and passed 20/20!!!!!!! …thank you so much !!💕🥳🥳
Identity Attack0.0018498929
Insult0.00654387
Profanity0.011150704
Threat0.0065180166
Severe Toxicity0.0007009506
Low Tox 0.0075710523 Moderate Con 0.474 Personal_Narrative
Jul 5, 2025 3 likes Canadian Citizenship Test 2025 – …
If you make over 80k and have other investment income you will be put through layers and layers of taxes making your financial position not much different than if you had made 60k
If you make over 80k and have other investment income you will be put through layers and layers of taxes making your financial position not much different than if you had made 60k
Identity Attack0.0013689207
Insult0.00654387
Profanity0.00993805
Threat0.00598724
Severe Toxicity0.0004506111
Low Tox 0.0070055793 Moderate Con 0.308
Jan 5, 2026 New rules, regulations take effect …
Thank you so much to the person who made this!I passed my citizenship test with a score of 19 out of 20! I read the Discover Canada book twice and watched this video three times …
Thank you so much to the person who made this!I passed my citizenship test with a score of 19 out of 20! I read the Discover Canada book twice and watched this video three times ,it really helped me prepare.August 6, 2025 Thanks again!
Identity Attack0.0023493639
Insult0.0064488696
Profanity0.009630617
Threat0.006485652
Severe Toxicity0.0005865097
Low Tox 0.0068799187 Constructive 0.678 Personal_Narrative
Aug 7, 2025 7 likes Canadian Citizenship Test 2025 – …
WAY TO GO TRUMP. AMERICANS ARE SO LUCKY TO HAVE A PRESIDENT THAT PROTECTS THEM SO MUCH!!!
WAY TO GO TRUMP. AMERICANS ARE SO LUCKY TO HAVE A PRESIDENT THAT PROTECTS THEM SO MUCH!!!
Identity Attack0.00019880159
Insult0.0028354847
Profanity0.000056893965
Threat0.00011355672
Severe Toxicity0.0000024941266
Low Tox 0.0058927303
Dec 11, 2025
Thank you so much Tyler!!!
Thank you so much Tyler!!!
Identity Attack0.0015076627
Insult0.006363369
Profanity0.011184863
Threat0.006537435
Severe Toxicity0.000705719
Low Tox 0.0058118035 Constructive 0.503 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
It's not as if Canadians want to stay here. Let's face it they have a much better life in Canada than we have here.
It's not as if Canadians want to stay here. Let's face it they have a much better life in Canada than we have here.
Identity Attack0.005043344
Insult0.00078410463
Profanity0.000042176325
Threat0.00013561451
Severe Toxicity0.000003501696
Low Tox 0.0052850503 Comparative_Framing
Dec 9, 2025
Thank you so much Tyler.
Thank you so much Tyler.
Identity Attack0.0013041744
Insult0.0061163674
Profanity0.010518758
Threat0.0063108844
Severe Toxicity0.00058174133
Low Tox 0.004869349 Moderate Con 0.484
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I will not be going to USA anymore. Too much bother!
I will not be going to USA anymore. Too much bother!
Identity Attack0.00057341
Insult0.0012701439
Profanity0.00007657419
Threat0.000110893045
Severe Toxicity0.0000024668875
Low Tox 0.004760472 Personal_Narrative
Dec 9, 2025
Some forms of Immigration are the source of most Countries Problems. Notice Japan doesn't have much crime? Result of low Immigration.
Some forms of Immigration are the source of most Countries Problems. Notice Japan doesn't have much crime? Result of low Immigration.
Identity Attack0.00048063428
Insult0.00042148045
Profanity0.000014219203
Threat0.00003481287
Severe Toxicity0.0000018648884
Low Tox 0.0017440983
Apr 14, 2025
Maybe with a new, and NOT Liberal, government, family breadwinners can earn enough so that Canadians can affort to have the children that will make it not so necessary to import workers. It wouldn't be …
Maybe with a new, and NOT Liberal, government, family breadwinners can earn enough so that Canadians can affort to have the children that will make it not so necessary to import workers. It wouldn't be so bad if immigrants (not all - I know) didn't bring all their frustrations and anger from their home with them into our society. Currently immigration causes way too much friction and divisivness in Canada. They bring their problems with them They need to solve those issues in their home countries. We don't need those problems to be faught here in our peaceful country.
Identity Attack0.00075307256
Insult0.0003533653
Profanity0.000024432342
Threat0.000047496353
Severe Toxicity0.0000027140154
Low Tox 0.0014553746 Policy_Critique
Apr 14, 2025
Visit Ukraine or Gaza instead folks, much better options.
Visit Ukraine or Gaza instead folks, much better options.
Identity Attack0.0005446912
Insult0.00018572995
Profanity0.000028984014
Threat0.0001133276
Severe Toxicity0.0000030925335
Low Tox 0.0009952845
Dec 8, 2025
Wow doesn’t sound like much of a holiday
Wow doesn’t sound like much of a holiday
Identity Attack0.00008624127
Insult0.00019340025
Profanity0.000019481859
Threat0.000025197362
Severe Toxicity0.000002101791
Low Tox 0.00048421955
Dec 9, 2025 8 likes
Not going to the States. Thank you very much.
Not going to the States. Thank you very much.
Identity Attack0.00006047606
Insult0.00015865604
Profanity0.000020390253
Threat0.000022288717
Severe Toxicity0.0000023842267
Low Tox 0.00037075064
Dec 11, 2025
Save your money don’t go plenty of awesome places in canada also Europe is much better especially the food and cheaper
Save your money don’t go plenty of awesome places in canada also Europe is much better especially the food and cheaper
Identity Attack0.00006444473
Insult0.00014707765
Profanity0.000017472323
Threat0.000025695965
Severe Toxicity0.0000023033297
Low Tox 0.00036854518
Dec 8, 2025
ThankYou for your time and effort. Much appreciated.
ThankYou for your time and effort. Much appreciated.
Identity Attack0.000035039822
Insult0.0001745237
Profanity0.000016740682
Threat0.000025997737
Severe Toxicity0.0000021943404
Low Tox 0.00034375768 Meta_Commentary
Apr 15, 2025 1 likes
Heightened scrutiny undermines Canada's reputation as a welcoming destination? Isn't this the point? Meanwhile, lax policies allow too much abuse of our "wecoming" system. Finally, with the US tightening their borders, Canada will be the …
Heightened scrutiny undermines Canada's reputation as a welcoming destination? Isn't this the point? Meanwhile, lax policies allow too much abuse of our "wecoming" system. Finally, with the US tightening their borders, Canada will be the desired destination for North America, and our policies must prepare for this likely outcome. One last point is this: i would rather this country take care of the first nations peoples, the dispossessed, those marginalized within our society and our elderly who've contributed to this country's growth and prosperity but, due to one or another reason, dont have workplace pensions for retirement. Once we've sorted out our own peoples, seen properly to the needs of those who were actually born here, ensured our hospitals and schools are well funded, then we can look to service the needs of a migrant population.
Identity Attack0.000051619318
Insult0.000120263016
Profanity0.000018316585
Threat0.000020267227
Severe Toxicity0.000003076367
Low Tox 0.00027410034
Apr 23, 2025
I am supportive of immigration, but I believe there should be a cap of no more than 1-2.5% annually. A significant number of migrants moving to Canada from the same region or country could cause …
I am supportive of immigration, but I believe there should be a cap of no more than 1-2.5% annually. A significant number of migrants moving to Canada from the same region or country could cause issues, as this can lead to the formation of "mini-bubble" societies within Canada. These groups may sometimes become the dominant demographic and undermine the existing communities that have contributed to building Canada for decades. We cannot expect new immigrants to seamlessly merge into Canadian society. This is a major oversight by Canada’s Immigration Department. Digital applications from foreign nations may play a role in this phenomenon. There should also be regulations concerning how many new immigrants can be brought in by family members. For instance, one new citizen can legally bring both of their parents and their spouse, which is fair. However, there have been cases where this process is repeated multiple times within ten years, leading to a 1:15 ratio, where one person can bring in six to eight relatives. If there is a labor shortage in essential fields, Canada can offer long-term residency to those who continue to work in those sectors, such as caretakers. However, the pathway to citizenship could be lengthened or require a higher standard. For instance, the requirements could extend from X years of living in Canada to X+5 years, as well as passing a basic Canadian citizenship test, either written or verbal. While an increase of five years may seem unfair or lengthy, it is essential. A newborn child from a Canadian family requires 18 years to gain voting rights in elections, whereas new immigrants—especially those who come for study for four to six years—can potentially gain both citizenship and voting rights sooner if they meet the previous administration's standard. Children under the age of 18 can gain citizenship in as little as X-4 years, regardless of their full integration into Canadian society. This loophole is sometimes abused and provides preferential treatment that favors this process over existing Canadian. In my opinion, it would be fairer to calculate the duration of "living in Canada" based on the number of years they have paid "income taxes" in Canada. This is important because many individuals with multiple passports pay taxes elsewhere while benefiting from Canadian healthcare and other services. The investment in home buying as a pathway to citizenship has contributed to the housing crisis, resulting in numerous empty homes in various regions. While it may offer short-term economic benefits that some politicians favor, it is detrimental to Canada as a whole. If buying a house is the only requirement for citizenship, wouldn't a large portion of the global population be eligible for U.S. citizenship just by investing in U.S. businesses or stocks? This perspective may seem illogical when looking at it from outside the box. Apologies for being a bit wordy; I had much more to say. Nonetheless, I also support temporary residency for up to 6-9 months for those who have been evacuated due to war, natural disasters, or similar circumstances. Special exceptions can be granted for families with members working in critical fields that merit such considerations (high-end industry).
Identity Attack0.000069526875
Insult0.00010191088
Profanity0.000024604129
Threat0.0000227671
Severe Toxicity0.000003976266
Low Tox 0.00024560353 Policy_Critique
Apr 15, 2025 11 likes

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.