مكتبة تعليمية تهدف الى توفير جميع الاحتياجات الدراسية للطلاب في جميع انحاء العراق 🇮🇶
تواصل مع المكتبة 📮
عبر التليكرام: https://t.me/SadshelpL
عبر واتساب: http://wa.me/9647723722901
تواصل مع فريق تصميم الملازم 🖌
عبر التليكرام: https://t.me/SadshelpD
Created
Between 1 September 2024 and 31 March 2025 — estimated from Telegram’s id allocation, not measured. How this range is calculated.
Education — a classification, not a measurement. An on-box language model (Qwen3.6-35B-A3B-UD-Q6_K_XL, prompt version 1) read this channel’s own recent posts on 8 August 2026 and assigned it the closest of 31 fixed categories, at 100% confidence. This is a model’s judgement about what the channel is likely to be about, not a fact this register measured the way a subscriber count or a view count is measured — it can be revised on a later pass, and it carries no weight anywhere else on this page. How this classification works, and the other topics.
Observations
These are measurements, not verdicts. Each one below states something we counted, alongside the evidence it was counted from, so you can check it rather than take it. None of them is graded: every observation this register holds is recorded at severity 0, because the precision of the detectors behind them has not been measured yet, and a rating we cannot support is worse than none. Read each as a fact about the data, not as a judgement about the channel. How we measure.
Content that also appears on other registered channels
Posts published here appear in near-verbatim form on 10 other registered channels. This entry also sits inside a group of 11 channels linked by matching posts, directly or through other channels in the group; two members of the group may share no posts with each other. The matching is on the text itself, not on Telegram’s forward marker, so it finds a copy whether or not it was labelled as one.
Matching posts — open both and compare (6 of the pairs behind the counts below)
Channels this entry shares post bodies with, where at least one matching post pair has no forward credit between the two channels, or to a common source, recorded in our data
Text overlap is the Jaccard coefficient over the set of distinct three-word phrases in the two bodies: 1.00 is identical wording, and the threshold for counting a pair at all is 0.70. Candidates are generated by simhash LSH (4 x 16-bit bands, exact Hamming <= 3) verified against the bodies with Jaccard over the SET of distinct 3-word shingles. Published first counts which side of each matching pair carries the earlier timestamp — in this corpus, which is the limitation directly below.
What this cannot establish
MEASURED, DOMINANT ERROR SOURCE: a post ingested before 2026-08-06 may have carried a forward header that was not recorded. A 45-pair hand-check against live t.me pages found 14 (31%) where the live page shows a forward header naming the other channel and the database has none, plus 4 more (9%) naming a third party. The text match itself was wrong 0 times out of 45. Read attribution_capture.items_in_trusted_window before treating the unattributed count as a claim.
Telegram lets a channel forward a post with a header naming the source, and we only began reliably recording that header on 2026-08-06. 22 of the 26 matches recorded here fall after that date and carried no header when we read them. The rest predate reliable capture and are not evidence either way.
“Published first” means first in this corpus. We hold 795 comparable posts for this entry, running 1 August 2026 to 10 November 2026. A channel we have read one page deep will look younger than a neighbour we have read in full, and the order would flip with no change in the underlying facts.
The detector’s own notes on this observation, as it recorded them. Names in this_style are fields of the underlying evidence record, which the plain-English paragraphs above read out for this entry.
Verbatim republication has three causes and the text separates only two: a clone/mirror, unattributed copy-paste, or BOTH channels copying a common third source that neither attributes. The spread filter (content held by at most 8 channels) reduces the third and does not remove it.
'Earliest' means earliest IN THIS CORPUS. A channel ingested one page deep will look younger than a neighbour ingested in full; corpus_coverage above is there to be checked before the direction is believed.
shared_verified_est extrapolates the sampled pass rate over the full narrow match count; sampled/passed are the numbers actually measured.
Absence of a forward header is not proof of intent: Telegram lets a channel disable forward attribution, and a credit written in the body is not parsed as attribution here (mention_edge_either_way above is the closest available signal).
Of the group of 11 channels, the one whose matching posts we hold earliest is @SadsHelp. That is a statement about our reading window, not a claim of authorship.
Recorded under the keys clone_copy · clone_mutual · clone_source, last confirmed 11 November 2026. An observation that a later pass no longer finds is cleared, and a cleared observation is removed from this page rather than being shown struck through — we do not keep publishing a claim we have withdrawn. Dispute an observation.
Channels linked by matching posts
This channel is in a group of 11 registered channels linked by matching posts, directly or through other channels in the group. This channel may share no posts with some of the channels listed below, and listed channels may share none with each other. Links are found by comparing text fingerprints across every channel on the register.
Which channel, if either, published first is deliberately not shown in this list. “First” could only mean first in our own crawl, which depends on how deep we happened to reach into each channel’s history, not on when the content was actually first posted. Our one hand-check read 45 of the highest-confidence flagged pairs against the live Telegram pages. In 18 of them the live page showed a “Forwarded from” credit that our database had no record of, so reading that pair as an unattributed copy was wrong; the check did not measure who published first. This list is ordered by subscriber count, the same as every other listing on this site, never by which channel we think came first. Near-verbatim matching has several ordinary explanations besides copying — a channel mirroring itself, an unattributed repost, or two channels independently repeating the same wire story — and this measurement cannot tell those apart. How this is measured.
64 measurements spanning 96 days, net +123,586. Dots are measurements; the straight line between them is drawn to join them, not to claim we know the path taken in between — snapshots are recorded only when a count changes, so gaps mean “no change observed”, never “interpolated”. The vertical axis spans 546,807–726,712 and does not start at zero.
Measurement log — every subscribers count we have recorded, most recent 20 of 64
Measured (UTC)
Subscribers
Change
9 Nov 2026, 21:05
705,954
+3,505
8 Nov 2026, 12:51
702,449
+2,921
7 Nov 2026, 08:29
699,528
+2,976
6 Nov 2026, 09:45
696,552
+1,171
5 Nov 2026, 08:46
695,381
+1,670
4 Nov 2026, 11:29
693,711
+4,116
3 Nov 2026, 10:56
689,595
+3,936
2 Nov 2026, 11:01
685,659
+2,947
1 Nov 2026, 11:57
682,712
+3,946
31 Oct 2026, 11:30
678,766
+6,509
30 Oct 2026, 09:11
672,257
+1,437
29 Oct 2026, 06:45
670,820
+3,909
28 Oct 2026, 03:10
666,911
+3,210
27 Oct 2026, 00:16
663,701
+3,410
26 Oct 2026, 01:26
660,291
+4,387
25 Oct 2026, 01:01
655,904
+2,539
23 Oct 2026, 21:28
653,365
+2,864
22 Oct 2026, 23:07
650,501
+2,499
21 Oct 2026, 21:20
648,002
+4,497
20 Oct 2026, 15:18
643,505
first reading
Engagement
949 posts held, back to 1 August 2026 — the reader has not yet reached the start of this channel’s public history, so older posts may sit further back, unread. Read across 206 pages of Telegram’s post history, 20 posts per page.
ERR · 30 days
5.75%
avg views ÷ 705,954 subscribers
Avg views / post
40,600
304 posts measured
Reaction rate
0.059%
reactions ÷ views · ER floor
Posts in window
304
of 949 held
ERR is average views per post over the last 30 days divided by subscribers, the definition TGStat uses, so this figure is comparable with the one you will see elsewhere. It falls structurally as a channel grows: a high ERR on a small channel and a low one on a large channel describe reach mathematics, not quality. We publish the figure and the sample it came from and pass no verdict on it.
ER is defined industry-wide as (forwards + reactions + comments) ÷ views — note the denominator is views, not subscribers. Telegram’s public web preview carries views and reactions but not forward or comment counts, so the reaction rate above is the reactions term only and is therefore a floor: the true ER for this channel is higher by an amount we have not measured and will not estimate. It is computed over the 302 of 304 measured posts that carry a reaction reading, and over those same posts' views.
What these figures were computed from
Window
Rolling 30 days · latest post in window 10 November 2026
Posts held
949 (1 August 2026 – 10 November 2026)
Views total
12,348,700
Reactions total
7,207
Forwards / comments
not exposed by the public surface — not measured, not estimated
Readings taken
11 Nov 2026, 09:32 UTC
Views are a single reading per post, taken at the time above. A post published in the last day or two is still accumulating views, which pulls the 30-day average down slightly. That is a property of the standard definition rather than a fault in it, so we keep the definition rather than “correcting” the number into something nobody can reproduce.
Precision. Telegram publishes view counts on its public widget in short form — 8.12K, 3.7M — so any reading at or above 1,000 reaches us rounded to three significant figures, and only counts below 1,000 are exact. Averages and rates derived from them are shown to the same precision rather than to the unit: a figure like 3,701,250 would assert digits nobody measured.
Reaction counts are published per emoji and rounded the same way, so a total below 1,000 is exact and a larger one is a sum that may carry a rounded component from each emoji above 1,000. Because it is a sum, it does not look rounded — read a large reaction total as three significant figures per contributing emoji rather than as the figure it prints.
What this channel posts
Photos
≈1,660
Videos
≈59
Links
≈1,820
Lifetime counters from Telegram’s own channel header, read 11 November 2026 — not the date at the top of this page, which is when the subscriber count was last read. A count marked ≈ was rounded by Telegram before we ever saw it — t.me prints these counters in full below 1,000 and to three significant figures above, so ≈142,000 means somewhere between 141,500 and 142,499.
Video runtime
20m 33s
Average length
29s
Measured directly from 43 videos with a duration reading, out of the posts we hold for this channel — not this channel’s whole posting history, only the sample this register has actually read. An exact reading to the second, taken from the post itself rather than from Telegram’s own rounded chrome, so it carries no ≈ mark.
Reaction mix
16,130 reactions across 909 posts, in 8 distinct kinds. The most used accounts for 40.1% of them.
Every reaction kind recorded on the sample, most used first
Reaction
Count
Share
Share, drawn
❤🔥
6,473
40.1%
👍
3,164
19.6%
🔥
2,355
14.6%
💯
1,497
9.28%
🥰
921
5.71%
🏆
850
5.27%
👏
447
2.77%
😍
423
2.62%
No sentiment is inferred, and none should be read in. This table is ordered by count and by nothing else. Emoji do not carry stable meaning across languages or communities — 🙏 is thanks in one channel and mourning in another — so we publish which ones were pressed and how often, and pass no judgement on what an audience meant by them.
Precision. Telegram publishes reaction counts per emoji and short-forms each one — 4.34K, 1.2M — so any single kind at or above 1,000 reaches us at three significant figures, and only counts below 1,000 are exact. The shares above are ratios of those figures and carry the same error. This is also why the total here can differ slightly from a reaction total printed elsewhere on the page: both are sums of the same rounded parts, taken over samples with different edges.
Coverage. Reactions were read on 922 of the 949 sampled posts in this sample. Summed by Telegram’s own count on each post — not by adding up the per-emoji breakdown above — those same posts carry 16,584 reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.
Measured over the 949 most recent posts we hold, published 1 August 2026 to 10 November 2026, using the newest reading held for each. Telegram Stars are excluded: they are a payment, not a reaction, and they have their own section.
Telegram Stars
Stars received
7
across the posts below
Posts paid on
4
of 947 we hold a reading for · 0.4%
Most on one post
4
single highest reading
A paid reaction is a reader spending Telegram Stars — bought with money — on a post by @IraqEduLibrary. Telegram publishes the count on the public post preview alongside ordinary reactions, and this register reads it there. It is the only figure on this site that measures money moving rather than attention.
Stars are not reactions, and the two are never added. They are rendered in the same strip on Telegram and counted in the same shape, but one is a tap and the other is a purchase. The reaction totals and the engagement rate elsewhere on this page exclude every figure in this section, and no rate here is computed against a reaction count.
This is not revenue, and we publish no currency figure. What a Star costs a reader and what it pays a channel are different numbers, Telegram takes a share we cannot observe, and the terms have changed. Converting a Star count into money would be an estimate dressed as a measurement, so the count is where we stop.
Counted over the 949 most recent posts we hold for this entry, published 1 August 2026 to 10 November 2026. Star counts above 1,000 reach us in Telegram’s short form and carry the same three-significant-figure rounding as everything else on this page.
Recent posts
Telegram’s own ‘edited’ marker: 49 of 304 posts held from the last 30 days (16.1%) carried it when this register last read them. The marker says a post was changed after publishing, not what it said before — this register holds the earlier wording only where an edit fell between two of its own reads (see the edit ledger and how it is measured).
خصومات الجمعة الكبرى مستمرة 🍬
الآن عن طريق #مكتبة_المساعد 💻 ...
بعدك محتار شلون تدرس اللغة الفرنسية بالصورة الصحيحة وبمنهج متكامل ست #رنا_زهير حلت كل الموضوع الك بدورة الكترونية متكاملة 🇫🇷
أسعار الاشتراك - المنهج الكامل
السادس الاعدادي 📖
💶: امتحان إلكتروني : 100,000 د.ع
💶: امتحان حضوري : 150,000 د.ع
📒: ويا اقوى ملازم اللغة الفرنسية شاملة للمنهج الكامل بسعر 12,000 الف فقط
للحجز والاستفسار تواصل معنا :
🌐 عبر التلي…
توفرت الآن لدى #مكتبة_المساعد ✅
👨🏫:الاستاذ محمد العبيدي
📘: ملزمة الانكليزي - الجزء الثاني
🏷️: للصف السادس الاعدادي 2027
💶: السعر 14,000 د.ع
🎁: مع هدية ملزمة وزاريات القطع الخارجية
للحجز و الاستفسار تواصل معنا 📧
🌐 عبر التليكــرام :
https://t.me/m/B5y-ZWf_MjVi
🌐 عبر الواتساب :
http://wa.me/9647723722901
متوفرة لدى #مكتبة_المساعد ✅ 💚
📚: ملازم الرياضيات 🧮
👨🏫: الأستاذ رضوان العامري
📆: جميع اصدارات 2027
💶: اسعار الملازم:
🔹 ملزمة السادس العلمي
الجزء الاول : 12,000 د.ع
🔹 ملزمة الاول متوسط
الجزء الاول : 8,000 د.ع
🔹 ملزمة الثاني متوسط
الجزء الاول : 9,000 د.ع
🔹 ملزمة الثالث متوسط
الجزء الاول : 10,000 د.ع
🔹 ملزمة السادس الادبي :
10,000 د.ع
🚛: تتوفر خدمة التوصيل الى جميع محافظات العراق 🇮🇶
للحجز و الاستفسار تواصل مع…
تخيلوا مادة التربية الإسلامية بس بـ 15 ألف دينار!! وباقي المواد همين بأسعار وخصومات مميزة، حتى تكدرون تشتركون بكل المواد وتستفادون من نظام الامتحانات والمتابعة...
والأحلى؟ 🎁 إذا تشتركون بجميع المواد، تحصلون على التربية الإسلامية مجاناً! بس انتبهوا طلابنا، اليوم آخر يوم للخصومات، فإذا تدرسون من اليوتيوب وتحتاجون امتحانات وتصحيح ومتابعة مستمرة، فهاي فرصتكم تستفادون من البوابة بأفضل الأسعار..
اللي يحب يسجل يراسلنا هنا…
بوابة المساعد💜 هي عبارة عن منظومة راح توفرلك نظام امتحانات ومتابعة متكامل للسادس العلمي؛ تدرس من الأستاذ اللي تختاره على اليوتيوب، وإحنا نتولى الامتحانات اليومية والأسبوعية، التصحيح، الجداول ومتابعة مستواك لحد الفاينل يعني باختصار
إنت تدرس… وإحنا نتابعك 👀💜
اليوم فرصتكم الأخيرة للاستفادة من خصومات بوابة المساعد !💜💜
مثل ما وعدناكم، نزلنالكـم عروض الاشتراك على جميع مواد السادس الإعدادي بأسعار خاصة!
🎁 والمفاجأة: إذا اشتركت بجميع المواد، تحصل على مادة التربية الإسلامية مجاناً! و انتبهوا طلابنا، اليوم آخر يوم للخصومات، فلا تضيّعون الفرصة!
📚 للحجز والاشتراك راسلونا هسه:
https://t.me/Iraqedu_Portal1
بوابة المساعد | AL MOSAED PORTAL
https://t.me/iraqeduportal 💜
متوفرة الآن لدى #مكتبة_المساعد ✅
👨🏫:الاستاذ علاء السعداوي
📘: ملزمة اللغة الانكليزية - الجزء الثاني
🏷️: للصف السادس الاعدادي 2027
💶: السعر 15,000 د.ع
للحجز و الاستفسار تواصل معنا 📧
🌐 عبر التليكــرام :
https://t.me/m/B5y-ZWf_MjVi
🌐 عبر الواتساب :
http://wa.me/9647723722901
متوفرة لدى #مكتبة_المساعد ✅ 💚
📚: ملازم الاجتماعيات 🗺
👨🏫: الأستاذ عباس العامري
📆: الإصدار 2027
💶: اسعار الملازم:
🔹 الثالث متوسط
سعر الملزمة الاجتماعيات 9,000 د.ع
🔹الرابع الادبي
سعر ملزمة التاريخ الرابع ادبي 10,000 د.ع
سعر ملزمة الجغرافية الرابع ادبي 7,000 د.ع
🔹الخامس الادبي
سعر سعر ملزمة التاريخ 7,000 د.ع
سعر ملزمة الجغرافية 8,000 د.ع
سعر ملزمة الاقتصاد 6,000 د.ع
🔹 السادس الادبي
سعر ملزمة التاريخ 10,0…
💯9👍5
Showing the 12 most recent of 949 posts we hold for @IraqEduLibrary. View and reaction counts are the latest single reading for each post, not a live figure, and a recent post is still accumulating both. A view count marked ≈ was rounded by Telegram before we ever saw it — t.me prints views in full below 1,000 and to three significant figures above, so ≈1,200,000 means somewhere between 1,150,000 and 1,249,999. Unmarked counts are exact. Text is reproduced from the public post preview and truncated for length.
Posts edited after publishing
@IraqEduLibrary edited 9 posts after it first published — the same permalink now carries different wording than the one this register originally read, caught because our own crawl held a copy of the earlier text.
An edit is not deception. Typo fixes, price updates and corrections look exactly like this too — this register can tell you the wording changed and when, not why. How this is measured.
First edit seen
8 August 2026
Most recent edit
23 September 2026
Posts recorded as deleted after publishing
We recorded 16 posts on @IraqEduLibrary as deleted — posts this register held that were missing from the channel’s public page on two separate reads, taken from different network addresses at least an hour apart.
A deletion is not wrongdoing. This register can see that a post it held is no longer on the channel’s public page, and when — not why. Expired ad placements, reposts, rotating links and corrections all look the same. This is a count of recorded detections, not an exact total: it misses deletions we could not see, because only a post we held and later re-read inside the page can be seen to go, and it may include a small number of wrong records. How this is measured.
First seen missing
15 August 2026
Most recent seen missing
5 November 2026
Median time before seen missing
26 hours
Seen missing in the last 30 days
5
Polls
The poll we hold for this entry, as Telegram rendered it when we read the post. A poll’s figures keep moving after that, so each one is dated.
شنو أكثر مادة تحسون محتاجين بيها امتحانات واختبارات مستمرة حتى تضبطوها ⚠️؟
التربية الإسلامية 🕋11%
اللغة العربية 📖17%
اللغة الانكليزية 🗽17%
الرياضيات 🧮21%
الاحياء 🧬23%
الكيمياء 🧪19%
الفيزياء 💡30%
محتاجين امتحانات لكل المواد بدون استثناء ☑️41%
The shares total 179%, above 100: this poll accepts more than one answer per voter. No per-option vote count is published, so the number of voters who chose each option is not derivable and is not shown.
Percentages only — there are no per-option vote counts here, because Telegram publishes none. The public post preview gives each option’s share and a single voter total, and nothing else. Multiplying one by the other would produce a per-option tally that looks measured and is not: the shares are rounded to whole numbers before we ever see them. We print what was published and leave the column that does not exist empty.
The shares need not add up to 100. Rounding alone puts many polls at 99 or 101. A poll that allows more than one answer per voter runs well past 100 by design, and several here do. The bars are drawn against a fixed 100% track at each option’s own percentage rather than normalised to the total, so a poll that exceeds it shows that it does instead of being quietly rescaled.
Read from the 949 most recent posts we hold, published 1 August 2026 to 10 November 2026. Telegram labels each poll by kind — an anonymous poll, a quiz, a closed set of final results — and that label is reproduced rather than paraphrased.
Forward network
Republished by
Channels on the register that have forwarded this channel's posts into their own feed.
Built only from forwarded posts we have actually read, on both sides. Coverage is early and deliberately incomplete: a missing link means we have not read the post that would prove it, never that the relationship does not exist. Counts are distinct forwarded posts observed, so they only ever go up as we read more.
Mentions
Named by 20 registered channels — every channel on the register whose own posts have named this one, by its current username or any other username it currently holds, merged from two separately captured readings of the same fact so a namer caught by only one of them is not missed and a namer both caught is not counted twice. A username this channel has since dropped is not matched — that handle may belong to someone else now, and crediting today’s namer to yesterday’s owner would misattribute it.
Named by
Channels on the register whose posts name this channel's handle.
A mention is a weaker signal than a forward and is counted separately for that reason — naming a channel is not republishing it, and a handle in a post body is easy to place deliberately. The post counts beside each row below are distinct posts in which the handle appeared, from posts we have read on both sides — the “Named by N registered channels” figure above is a different count, of distinct NAMING CHANNELS rather than posts, and is not the sum of the rows under it.
Domains linked from posts
4 domains this channel’s own posts have linked to, measured by scanning the post bodies themselves — not the channel’s description, which is the separate Declared links section below when this entry has one. Appearing here is not a claim about who runs the linked site or why the channel linked to it; an advertisement, a news citation and a malicious link all leave the same kind of row.
A live page changes as we take new readings, so a citation should name the measurement it is based on, not just the URL. The line below cites the subscriber count as measured 9 November 2026 — this
entry's latest reading, not the date you are reading this.
“مكتبة المساعد 📚” (@IraqEduLibrary), 705,954 subscribers as measured 9 November 2026. Telegram Register, tgregister.com/channel/IraqEduLibrary.
Full measurement history, CC BY 4.0. Every reading this register holds for this entry, not just the latest one, as a dated, downloadable record: CSV · JSON. Free to use with attribution to tgregister.com. Each file carries its own generation timestamp, which is the figure to cite for exactly when the data was retrieved.