Gary's early efforts to uncover hidden and alarming data relating to COVID-19 era vaccination schedules / VAERS reporting and omissions...
Original Article URL: https://chart.vaersdata.org/?page=vaers-annotated
univaers.com — Annotated File Inventory
Source: https://vaersthedata.org/ → Downloads
Context: A researcher-built consolidation of weekly VAERS (Vaccine Adverse Event Reporting System) public data drops from HHS/CDC. Tracks changes between drops — deletions, restorations, cell edits, field imputation, and reports submitted to VAERS that may have been later removed or changed.
Core Flatfile (download/flatfile/)
| File | Size | Records/Lines | Description | What You Can Find |
|---|---|---|---|---|
CSV_VAERS_FLATFILE.zip |
328 MB | ~900K+ reports | Full consolidated VAERS dataset, all drops merged into one CSV | Complete adverse event records: symptoms, outcomes, demographics, lot numbers, dates — the master dataset for any VAERS analysis |
XLSX_VAERS_FLATFILE.zip |
429 MB | Same | Same flatfile in Excel format | Same as above; useful for tools that don't handle CSV well |
stats.csv |
32 KB | ~148 drops | Per-drop change statistics: deletions, restorations, gap-fills, never-published counts, cell edits by field | How VAERS data has changed week-over-week; quantify deletions and edits across the full publication history |
all_ever_seen.txt |
16 MB | ~1.8M lines | Every VAERS ID ever observed across all drops | Reconstruct which report IDs existed at any point; identify reports that appeared then vanished |
never_published.txt |
282 KB | 32,222 IDs | VAERS IDs received by CDC but never appearing in any public release | Size and identity of the "dark pool" of suppressed/withheld reports |
symptoms_deduped.txt |
2.2 MB | ~253K lines | De-duplicated MedDRA symptom strings extracted from the flatfile | Canonical symptom vocabulary; use for NLP, search, or frequency analysis |
2023-12-29_run_output.txt |
81 KB | — | Latest build log (Dec 2023) | Data provenance, what changed in the final captured drop |
HTM_run_output_vaers_flatfile_large_earlier_main.htm |
5.0 MB | — | HTML-rendered run output for earlier (pre-Jul 2023) drops | Historical change log for the earlier collection period |
py_vaers_flatfile_build.txt |
140 KB | — | Python source code for building the flatfile | Methodology transparency; reproduce or extend the consolidation pipeline |
Weekly Run Outputs (download/flatfile/run_outputs_other/)
| File | Size | Description |
|---|---|---|
2023-07-28_run_output.txt |
15 KB | Build log for Jul 28 2023 drop |
2023-08-04_run_output.txt |
14 KB | Build log for Aug 4 2023 drop |
2023-08-11_run_output.txt |
15 KB | Build log for Aug 11 2023 drop |
2023-08-18_run_output.txt |
15 KB | Build log for Aug 18 2023 drop |
2023-08-25_run_output.txt |
16 KB | Build log for Aug 25 2023 drop |
2023-09-01_run_output.txt |
19 KB | Build log for Sep 1 2023 drop |
2023-09-08_run_output.txt |
10 KB | Build log for Sep 8 2023 drop |
2023-09-15_run_output.txt |
16 KB | Build log for Sep 15 2023 drop |
2023-09-22_run_output.txt |
9.7 KB | Build log for Sep 22 2023 drop |
2023-09-29_run_output.txt |
8.5 KB | Build log for Sep 29 2023 drop |
2023-10-27_run_output.txt |
11 KB | Build log for Oct 27 2023 drop |
2023-11-24_run_output.txt |
53 KB | Build log for Nov 24 2023 drop |
Enrichment / Lookup Tables (download/)
| File | Size | Records | Description | What You Can Find |
|---|---|---|---|---|
country_codes.csv |
3.7 KB | 253 | ISO 2-letter country codes | Decode the foreign-country entries in the VAERS STATE field (many international reports use country codes) |
expiration_dates.csv |
222 KB | 3,937 | Vaccine lot → expiry date, manufacturer, source | Cross-reference lot numbers against known expiry windows; flag expired-product administration events |
filled_genders.csv |
55 KB | 3,486 | VAERS IDs where gender was U (unknown) but was imputed from free-text narrative |
Recover sex for otherwise-unknown records; reduces bias in sex-stratified analyses |
filled_states.csv |
34 MB | 888,625 | VAERS IDs where state was parsed from the SPLTTYPE field (manufacturer split-type codes) |
Recover geographic location for records missing the STATE field — critical for geographic clustering |
Ages Sample (download/ages/)
| File | Size | Description | What You Can Find |
|---|---|---|---|
vaers_jonf_garyha_sample_32k_v1.xlsx |
19 MB | 32K-record sample with age analysis (collaborative work by researchers "jonf" and "garyha") | Age-distribution patterns in adverse event reports; methodology for age imputation |
Lot Cleaning (download/lot_cleaning/)
| File | Size | Description | What You Can Find |
|---|---|---|---|
hawk_lots_cleaned_2023-07-16.zip |
63 MB | Normalized/cleaned vaccine lot number strings from the full VAERS dataset | Standardized lot numbers for lot-level signal detection; raw VAERS lot strings are inconsistently formatted and this resolves them |
Special Analyses (download/special/)
Drop-Specific Event Files
| File | Size | Records | Description | What You Can Find |
|---|---|---|---|---|
2023-07-28_new_reports.csv |
1.8 MB | 2,657 | Reports appearing for the first time in the Jul 28 2023 drop | Late-added reports; characterize the lag between event and VAERS entry |
2023-08-18_new_reports.csv |
1.5 MB | 2,502 | New reports in the Aug 18 2023 drop | Same; compare new-report volume across drops |
2023-10-27_deleted.csv |
382 KB | 114 | Full record detail for reports deleted from VAERS on Oct 27 2023 | What kinds of reports get deleted — severity, symptoms, outcomes of removed records |
2023-10-27_symptom_entry_counts.xlsx |
337 KB | — | Symptom frequency counts for the Oct 2023 drop | Ranked symptom occurrence; identify top signals in the most recent complete drop |
Lot-Specific Deep Dives
| File | Size | Records | Description | What You Can Find |
|---|---|---|---|---|
hawk_FD0810.csv |
858 KB | 942 | All VAERS reports referencing Pfizer lot FD0810 | Lot-level adverse event profile; signal assessment for a single production batch |
hawk_EL9262_and_EL9264.xlsx |
2.3 MB | — | Reports for Moderna lots EL9262 and EL9264 | Comparative lot signal; two Moderna batches side by side |
032H20A.xlsx |
102 KB | — | Reports for Moderna lot 032H20A | Single-lot event profile |
212C21A_and_213C21A.xlsx |
197 KB | — | Reports for Moderna lots 212C21A and 213C21A | Sequential lot comparison |
SV40_FL0007.csv |
1.3 MB | 1,953 | Reports for Pfizer lot FL0007, framed in SV40 contamination context | Adverse events associated with a lot flagged in SV40 promoter sequence contamination discussions |
XLSX_Moderna_FOIA_Missing_Lots.zip |
6.4 MB | — | Moderna lots identified via FOIA that are absent from public VAERS releases | Lots with adverse events that appear in manufacturer safety files but not in public VAERS |
Clinical / Condition-Focused
| File | Size | Records | Description | What You Can Find |
|---|---|---|---|---|
myocard_thru_march_2022.xlsx |
25 MB | — | Myocarditis/pericarditis VAERS reports through March 2022 | Cardiac inflammatory signal over time; age/sex breakdown; dose correlation |
2023_10-27_cancer.xlsx |
15 MB | — | Cancer-coded VAERS reports through Oct 2023 | Malignancy signal in VAERS; identify cancer-related MedDRA terms and their temporal patterns |
2023-10-27_fetus_all_likely.xlsx |
8.4 MB | — | Fetal/pregnancy-outcome reports through Oct 2023 | Miscarriage, stillbirth, fetal abnormality signals; pregnancy outcome data |
foetal_cytopenia_etc.xlsx |
1.8 MB | — | Fetal cytopenia, thrombocytopenia, and related hematologic events | Neonatal blood disorder signals; rare but specific adverse events |
vaers_symptoms_female_fertility_and_baby.xlsx |
11 KB | — | Symptom list for female reproductive / infant adverse events | Curated MedDRA term list for reproductive signal queries |
XLSX_univaers_female_and_baby_reports.xslx.zip |
118 MB | — | Full report dataset: female reproductive and infant adverse events | Large-scale reproductive/neonatal signal dataset |
hawk_endotoxins.csv |
7.7 MB | 1,193 | Reports with endotoxin-related symptom patterns | Contamination-type signal; febrile reactions potentially consistent with endotoxin exposure |
sv40.csv |
390 KB | ~143 | Reports mentioning SV40 or related terms (CSV format) | Subset of reports tied to SV40 promoter contamination concern in Pfizer bivalent lots |
sv40.xlsx |
102 KB | ~143 | Same SV40-flagged reports in Excel format | Same as above; easier to filter/pivot in Excel |
hawk_vaers_other_serious.xlsx |
204 MB | — | All serious non-death VAERS reports | Hospitalization, disability, life-threatening events excluding deaths — the broadest serious-outcomes dataset here |
vaers_hawk_serious_v_not.xlsx |
204 MB | — | Reports classified as serious vs. non-serious | Train classifiers; analyze what features predict seriousness; compare outcomes across severity strata |
plane_crashes_from_1-2020_uncompleted.xlsx |
203 KB | — | Cross-reference to aviation incidents from Jan 2020; marked uncompleted | Occupational/transportation safety signals; may cross-reference pilot or aircrew VAERS reports |
2022-11-11 Purge Details (download/special/2022-11-11_purge_details/)
| File | Size | Description | What You Can Find |
|---|---|---|---|
vaers_with_blankings_2022-11-04_to_2022-11-11.xlsx |
219 MB | Cell-level diff between two consecutive drops — every field that was blanked or changed | Which specific data fields CDC removed or overwrote in a single week; the scale and pattern of data suppression |
df_11_deleted.csv |
4.6 MB | Full records for reports deleted in the Nov 11 2022 drop | Profile of what was removed: were deleted reports more severe? Different demographics or lots? |
run_output.txt |
2.4 KB | Summary output of the purge analysis run | Quick stats on the Nov 11 2022 purge event |
PY_rename_it_vaers_purging_info.txt |
17 KB | Python source for the purge analysis | Replicate the field-blanking detection methodology |
Never-Published Reports (download/special/never_published/)
| File | Size | Description | What You Can Find |
|---|---|---|---|
any_never_published.zip |
100 KB | All report IDs received by VAERS but never appearing in any public drop | The suppressed-report ID list; 32,222 reports confirmed received but not released |
any_ever_seen.zip |
4.2 MB | All IDs observed in any drop | The full universe of observed VAERS IDs for comparison against the never-published list |
per_drop_never_published.csv |
2.7 KB | Count of never-published reports per weekly drop | How many reports were withheld per release cycle; trend over time |
run_output_NEVER_PUBLISHED_analysis.txt |
364 KB | Detailed analysis log of the never-published detection methodology | Full methodological audit; quantified breakdown by drop |
PY_code_vaers_NEVER_PUBLISHED.txt |
35 KB | Python source code for the never-published analysis | Reproduce or extend the never-published detection independently |
Summary: Research Questions and Key Files
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