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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 #}

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Active: "But you didnt do any …" 68 comments · Page 3 of 3
Weird... this video didnt cause Tyler any trouble.... but the one in NY with a different type of invasion sure did..... 🤔
Weird... this video didnt cause Tyler any trouble.... but the one in NY with a different type of invasion sure did..... 🤔
Identity Attack0.017163984
Insult0.029053112
Profanity0.027820412
Threat0.010110466
Severe Toxicity0.0041770935
Low Tox 0.123468354 Low Con 0.26 Meta_Commentary
Mar 2, 2026 1 likes Inside Canada's Indian Invasion...
Before Trudeau UK had the biggest number. He brought in 3m+ that made Indian population higher in Canada than UK. SA, Tanzania and Kenya also have big numbers. Idi Amin used brutal means to kickout …
Before Trudeau UK had the biggest number. He brought in 3m+ that made Indian population higher in Canada than UK. SA, Tanzania and Kenya also have big numbers. Idi Amin used brutal means to kickout British Indians in Uganda. Colonialist English empire was the cause of of Idi Amin's actions. British Kingdom migrated thousands of Indians as cheap labour to build rail lines to mineral rich regions extending to DRC- Uganda city of Kasese and Kilembe mines. When the railway was completed, they offered them British citizens including those born in Uganda. The colonial British gave them business loans, including Indian banks to extend credit and loans to Indians without surerities. They were allocated colonial govt freehold land for free in the most prime areas of uganda major cities like Kampala, Jinja, Masaka, Mbale, Soroti, Mpigi, Tororo etc while black Ugandan indegenous people were pushed into the rural areas to work in factories, mines and businesses set up for British Asians. As you can guess, business class get super rich while Africans who didnt work on their own coffee, cotton, and domestic farms were left to work as clerks, securicor, teachers, Christian clergy/ reverands and local tax collectors for the govt. Brutal as he was, Indi Amin saw and used this imbalance as a second liberation war, economic war, to kick out all British Asians holding UK Passports and any other Ugandan born who didnt want to abide by the authority of indegenous people. Amin killed whoever tried to challenge his life president, he killed 72 ugnadans, mainly politicians by public firing squad aired on TV. He killed the Anglican Archbishop Luwum, he killed the 1st Ugandan Chief Justice Ben Kiwanuka. He was brutal BUT, every Ugandan is celebrating his nationalism of caring for ordinary people AND opening their eyes on trade and business by KICKING OUT economy sacking British Asians. This is history I saw and followed because i was a kid in primary school at the time 1972. In addition to that Indians in Uganda were so arrogant to indegenous Ugandans, I experienced it. So when i see how Canadians resent them I dont feel for them unfortunately. I already had enough on my plate in Canada. Indians were the owners of biggest to smallest shops in major cities and town in Uganda because of free capital and soft loans, financed business premises thru the colonial British suckers. They showd that arrogance which pissed most of the indegenous Ugandans. For example if you went to a shop and burgained on a KG of sugar or bread, or shirt, and didnt get fail to buy because you dont have that much or failed to get a good deal, the Indian shopkeeper would insult any Afriacn in Indian- Luganda accent " oba tayagala genda malala jali..mali ya nyoko?". meaning " If you dont want to buy go, others are there will buy, is this your capital/ stock?". Many songs were sung after the 1972 kickout depicting that phrase/ quote.
Identity Attack0.08749158
Insult0.054376744
Profanity0.017572641
Threat0.012906751
Severe Toxicity0.0038909912
Low Tox 0.119997114 Constructive 0.744 Comparative_Framing
Oct 11, 2025 IRCC Names India in Study …
now quebec will have peace... they should have known their actions would have consequences ... blocking road for public prayers .. not because the want to pray but to show dominance .. i live in …
now quebec will have peace... they should have known their actions would have consequences ... blocking road for public prayers .. not because the want to pray but to show dominance .. i live in dubai .. nobody blocks roads to pray here ,... either pray at home or in mosque ... i hope europe wakes up too ... see how fast energy returns ? they didnt have good intentions for canada ... they just wanted to spread their extreme ideology
Identity Attack0.05794714
Insult0.030265106
Profanity0.0118338885
Threat0.0071717775
Severe Toxicity0.0022411346
Low Tox 0.102626406 Constructive 0.574 Fear_Threat
Nov 24, 2025 Quebec Ends Economic Immigration Program …
Well Canada needs something ICE. I made sure to arrive here with PR, I had the requirement etc. I didnt use fake student visa and then expect to stay. These people do not add anything …
Well Canada needs something ICE. I made sure to arrive here with PR, I had the requirement etc. I didnt use fake student visa and then expect to stay. These people do not add anything to society if they are not honest members of it.
Identity Attack0.016259583
Insult0.038566336
Profanity0.012961143
Threat0.0065115434
Severe Toxicity0.0015258789
Low Tox 0.09394901 Constructive 0.536 Personal_Narrative
Jan 15, 2026 4 likes 2.9 million Canadian temporary visas …
5:20 bro didnt hesitate
5:20 bro didnt hesitate
Identity Attack0.008916483
Insult0.017088935
Profanity0.037904397
Threat0.013010317
Severe Toxicity0.0052261353
Low Tox 0.08320791 Moderate Con 0.305 Meta_Commentary
Feb 5, 2026 Inside Canada's Indian Invasion...
PLEASE help us tyler !! i didnt even wathc the video yet i just KNOW its a problem........ Canadian Customs Immagration ENTER THE CHAT Pleaaaaaseeee
PLEASE help us tyler !! i didnt even wathc the video yet i just KNOW its a problem........ Canadian Customs Immagration ENTER THE CHAT Pleaaaaaseeee
Identity Attack0.0233943
Insult0.02212623
Profanity0.015386449
Threat0.006738094
Severe Toxicity0.0025367737
Low Tox 0.08004235 Moderate Con 0.481 Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
come on guys....what's with the rhetorical nicety's....forget about the lowering of GDP, standards of living etc.....you didnt even mention how every hospital in Ontario is overwhelmed because of excessive un-scrutinized immigration....people on gurneys in ER …
come on guys....what's with the rhetorical nicety's....forget about the lowering of GDP, standards of living etc.....you didnt even mention how every hospital in Ontario is overwhelmed because of excessive un-scrutinized immigration....people on gurneys in ER aisle waiting to be seen...people need to say enough is enough
Identity Attack0.016159095
Insult0.024124376
Profanity0.011663092
Threat0.0067251488
Severe Toxicity0.001449585
Low Tox 0.05898502 Constructive 0.587 Fear_Threat
Feb 17, 2026 8 likes LILLEY UNLEASHED: The fall of …
Not their fault, the govenment didnt control immigration properly
Not their fault, the govenment didnt control immigration properly
Identity Attack0.023997234
Insult0.01625293
Profanity0.013371054
Threat0.0067769317
Severe Toxicity0.0013637543
Low Tox 0.054531995 Low Con 0.174 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Too bad the rest of the country didnt behave like this ❤
Too bad the rest of the country didnt behave like this ❤
Identity Attack0.0091384705
Insult0.012870909
Profanity0.014122557
Threat0.008194493
Severe Toxicity0.0015354156
Low Tox 0.041172907 Low Con 0.291
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
thats a total iie, you didnt mention the ones that get 225.00 a day.or the ones that get no interest mortgages i could go on but the truth dont exist with the cbc
thats a total iie, you didnt mention the ones that get 225.00 a day.or the ones that get no interest mortgages i could go on but the truth dont exist with the cbc
Identity Attack0.0024048607
Insult0.016556932
Profanity0.011680172
Threat0.0060066585
Severe Toxicity0.00076293945
Low Tox 0.027560094 Moderate Con 0.397
Oct 19, 2024 1 likes How much do refugees and …
its interesting how he went to the temple where they provide free meals but didnt metion that
its interesting how he went to the temple where they provide free meals but didnt metion that
Identity Attack0.011617327
Insult0.010172892
Profanity0.012858666
Threat0.006420923
Severe Toxicity0.0010442734
Low Tox 0.027442247 Moderate Con 0.325 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
dissapointed he didnt properly dive into the situation canada is in now
dissapointed he didnt properly dive into the situation canada is in now
Identity Attack0.0044582416
Insult0.013174911
Profanity0.010638315
Threat0.0062526283
Severe Toxicity0.0006914139
Low Tox 0.024378212 Low Con 0.29
Jan 27, 2026 Inside Canada's Indian Invasion...
Didnt get freecash bonus
Didnt get freecash bonus
Identity Attack0.0019608864
Insult0.008823884
Profanity0.0127903465
Threat0.0064079775
Severe Toxicity0.00081539154
Low Tox 0.015519086 Moderate Con 0.41 Advertisement_Spam
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
you say they get the same amount but they didnt pay a dime into the system so in the end they get more .
you say they get the same amount but they didnt pay a dime into the system so in the end they get more .
Identity Attack0.0023863618
Insult0.0088618845
Profanity0.013576009
Threat0.0064727063
Severe Toxicity0.0007390976
Low Tox 0.0154562555 Low Con 0.279
Mar 16, 2019 How much do refugees and …
Tyler was in Montreal and didnt have the chance to say hi :((
Tyler was in Montreal and didnt have the chance to say hi :((
Identity Attack0.0032373124
Insult0.008994885
Profanity0.010996987
Threat0.0064079775
Severe Toxicity0.00071048737
Low Tox 0.015393426 Constructive 0.513 Meta_Commentary
Jan 28, 2026 15 likes Inside Canada's Indian Invasion...
We didnt vote for it if thats what youre asking.
We didnt vote for it if thats what youre asking.
Identity Attack0.0022753682
Insult0.008519882
Profanity0.011048226
Threat0.0064727063
Severe Toxicity0.0005865097
Low Tox 0.015330595 Low Con 0.279 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
Didnt Doug Saunders retire years ago & Globe & Mail shut down?
Didnt Doug Saunders retire years ago & Globe & Mail shut down?
Identity Attack0.0012579272
Insult0.010096892
Profanity0.010313802
Threat0.0062979385
Severe Toxicity0.0005054474
Low Tox 0.015204934 Low Con 0.29 Question
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
We didnt have drugs or homeless in 70s and cheap homes
We didnt have drugs or homeless in 70s and cheap homes
Identity Attack0.00029526776
Insult0.00076595554
Profanity0.00007724409
Threat0.00031531724
Severe Toxicity0.0000044490525
Low Tox 0.004104963
Dec 13, 2025

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.