Skill Level: Advanced
Well, Kitties, America has a rather complicated relationship with election integrity. Everybody claims to love transparency right up until somebody asks to see the paperwork. Then suddenly we are buried beneath bureaucratic bullshit, incomprehensible spreadsheets, and government websites apparently designed by a sadist who considers a functioning search bar an unnecessary luxury.
And frankly, I am tired of watching people confuse accountability with political theater.
Every election generates an extraordinary amount of documentation. Ballots are distributed, collected, transported, processed, counted, reconciled, audited, and eventually certified. Somewhere along that administrative obstacle course, election officials produce custody logs, ballot accounting records, equipment testing reports, canvassing documents, and audit findings. Those records can tell us a great deal about how an election was conducted, provided we understand what we are looking at.
The problem is that most Americans never see these documents, much less learn how to interpret them. Instead, we get television personalities announcing election results like they are calling a horse race and internet detectives screaming fraud because two numbers in completely different categories do not match.
Darling, that is not an investigation. That is a spreadsheet having an unfortunate encounter with a conspiracy theory.
Real election accountability requires something considerably less glamorous. We have to obtain the records, understand the laws, trace the custody of election materials, examine reconciliation procedures, and investigate discrepancies without deciding what the evidence should say before we have actually looked at it.
And yes, that means occasionally discovering that the suspicious discrepancy someone has been screaming about for three days is simply a batch of provisional ballots processed after election night. How terribly disappointing for the outrage industry.
The U.S. Election Assistance Commission explains that election night results remain unofficial until election officials complete the applicable review and certification procedures. The canvass includes reconciling ballots from different voting methods with voter records, while audits provide additional checks on election tabulation.
These procedures deserve public scrutiny. They also deserve to be understood correctly.
Today, we are going to investigate the machinery behind election results, learn how to obtain the documentation, and establish what the records actually prove. No magic voting machine conspiracy required. Just laws, evidence, persistence, and an apparently unreasonable expectation that government agencies should be able to explain their own paperwork.
Why This Matters
Election transparency is not a partisan privilege. It is a public accountability principle that matters regardless of which political party wins, who administers the election, or what an angry man with a microphone claims happened.
Elections involve multiple administrative systems operating at the same time. Some people vote early. Others vote on Election Day. Some return absentee ballots. Others cast provisional ballots because their eligibility cannot immediately be verified. Each method generates its own documentation, and the resulting records must be reconciled according to the rules governing that jurisdiction.
The National Conference of State Legislatures reports that every state and Washington, D.C., conducts some form of election audit. However, audit methods vary significantly. Some jurisdictions examine randomly selected ballots or precincts, while others use statistical procedures designed to assess whether reported outcomes match the underlying paper records.
This is where responsible investigators distinguish themselves from the social media circus. A ballot reconciliation report and a post election tabulation audit are not interchangeable documents. One helps officials account for ballots and voting records. The other examines whether the tabulation process produced accurate results within the scope of the audit.
Likewise, an incomplete custody form is not automatically evidence of ballot tampering, just as an unexplained difference in totals is not proof of fraud. Both may deserve investigation. Neither gives us permission to invent the conclusion.
Public oversight becomes meaningful when researchers understand these distinctions and demand documented explanations rather than dramatic performances. If an election office cannot explain a legitimate discrepancy, that deserves attention. If it can explain the discrepancy using verifiable records, that explanation deserves consideration.
We are investigating what happened, Kitties. We are not auditioning to become the next professional outrage merchant.
What This Is
An independent election records investigation is a structured examination of publicly available documentation concerning how an election was conducted, how ballots were accounted for, and how the reported results were verified.
This is not the same as an official election audit, recount, or forensic examination. Those procedures operate under specific legal authority, with rules governing who may handle ballots, inspect equipment, access protected records, and make official determinations.
Independent researchers can obtain legally available records, observe public proceedings where authorized, compare figures, examine documented procedures, and request explanations from election officials. They cannot simply announce themselves as auditors and start opening sealed ballot containers because somebody on the internet told them they were patriots.
A responsible investigation might examine ballot reconciliation reports, precinct accounting forms, chain of custody logs, audit findings, election equipment testing documentation, canvassing records, and certification statements. The important question is how those documents relate to one another and whether they establish a coherent account of the election.
Our job is to follow the paper trail, identify genuine inconsistencies, document explanations, and distinguish established facts from unanswered questions.
Step by Step Guide
Step One: Identify Who Actually Runs the Election
Before demanding records, figure out who is legally responsible for maintaining them. Depending on the jurisdiction, county election supervisors, municipal clerks, county boards, or state election authorities may have different responsibilities. The office that publishes results is not necessarily the same office maintaining every custody log, equipment testing report, or ballot processing record.
Begin with the official election website and identify the agencies responsible for ballot administration, canvassing, auditing, and certification. Review the applicable state election laws and administrative regulations. Pay attention to which records are required, which office maintains them, and whether the law establishes deadlines for public release.
Create a research folder containing the election name, jurisdiction, contests under examination, responsible agencies, and relevant procedures. Save copies of the governing rules alongside your notes so that you can refer to the actual requirements instead of relying on somebody else’s interpretation.
And for the love of all things feline, do not send an election office a demand for every document created since George Washington learned to spell democracy. Focused requests produce much more useful investigations.
Step Two: Obtain the Actual Election Results
Start with the official results published by the responsible election authority. Download whatever formats are available, including detailed precinct reports, contest totals, canvassing summaries, and certified results.
Record when each report was published and whether it represents preliminary or final figures. Election night totals may change as additional eligible ballots are processed, while certification reflects the completion of legally required procedures.
The Election Assistance Commission’s canvassing guidance explains why unofficial election night totals can differ from final certified results.
Preserve the original files without editing them. If officials publish corrected versions, retain both versions and document the changes. That allows you to identify whether a discrepancy reflects an administrative correction, a change in ballot eligibility, or something that requires further explanation.
Comparing preliminary numbers with final numbers without considering the intervening procedures is like accusing a restaurant of stealing your dinner because the kitchen had not finished cooking it.
Step Three: Request Ballot Reconciliation Reports
Ballot reconciliation is where election administrators attempt to account for the ballots and voters involved in the election. These records can show how many ballots were issued, returned, accepted, rejected, spoiled, or otherwise accounted for under the jurisdiction’s procedures.
Request the available reconciliation reports for Election Day voting, early voting, absentee voting, and provisional ballots. Ask the election office to identify the definitions used for each category, particularly when the reports contain unfamiliar abbreviations or classifications.
Be careful about comparing numbers that measure different things. A county may issue more absentee ballots than it ultimately receives. A voter may return a ballot that is subsequently rejected under applicable law. A person may cast a ballot but leave an individual contest blank.
None of those circumstances automatically indicates misconduct.
The useful question is whether the relevant categories reconcile according to the election office’s established procedures. If they do not, document the precise difference and request an explanation.
Step Four: Examine Precinct Ballot Accounting Records
Precinct accounting forms can help reconstruct how election materials were handled at individual voting locations. Depending on the jurisdiction, these records may document ballots received, ballots issued to voters, spoiled ballots, unused ballots, and materials returned after voting concluded.
Request the available forms for the precincts or reporting units you are examining. Compare them with the corresponding reconciliation reports and identify any differences that require clarification.
Pay attention to terminology. A ballot that was issued to a polling location is not necessarily a ballot that was issued to a voter. Similarly, a spoiled ballot may have been replaced under the applicable procedure rather than counted as a completed ballot.
If you encounter an apparent inconsistency, examine the related documents before reaching a conclusion. Clerical errors, reporting categories, amended forms, and legitimate processing differences can all create confusing figures.
Remember, Kitties, a calculator can tell you that two numbers do not match. It cannot tell you why.
Step Five: Obtain the Chain of Custody Procedures
Chain of custody concerns the documented handling, storage, transfer, and control of election materials. Proper procedures establish who is authorized to handle those materials and how transfers are recorded.
Request the written policies governing ballots, containers, seals, storage locations, transportation, and equipment. Review the requirements for documenting transfers between polling locations, processing facilities, storage areas, and other authorized locations.
The Election Assistance Commission’s election management resources provide guidance on establishing accountability procedures for election operations.
Do not confuse the existence of a procedure with evidence that the procedure was followed. A written policy tells you what was supposed to happen. Custody logs and supporting records help establish what was actually documented.
That distinction is the difference between reading the employee handbook and discovering whether anybody bothered to follow it.
Step Six: Examine the Custody Logs
Once you understand the required procedures, request the corresponding publicly disclosable custody records. Depending on the jurisdiction, these may include transfer receipts, container identifiers, seal numbers, timestamps, and signatures from authorized personnel.
Compare the records with the written requirements and examine whether the available documentation accounts for relevant transfers. Look for missing fields, unexplained changes, inconsistent identifiers, or gaps that require official clarification.
Document each concern precisely. Identify the form, relevant entry, required procedure, and unanswered question. Do not announce that a missing signature proves ballot tampering when it may indicate incomplete paperwork or a transfer documented elsewhere.
Some custody documentation may contain protected security information, and access restrictions differ by jurisdiction. Respect those restrictions while pursuing lawful disclosure.
Transparency and security are not mutually exclusive concepts, despite what our national political circus would have you believe.
Step Seven: Understand Federal Election Record Preservation
Federal law establishes record retention requirements for covered federal elections. Under 52 U.S.C. § 20701, election officials generally must preserve specified election records for twenty two months.
That requirement is important because it establishes legal duties concerning the preservation of covered records. It does not automatically make every preserved document available for unrestricted public inspection.
State public records laws, privacy protections, ballot secrecy requirements, and other legal restrictions may determine what information can be released.
Before making a request, determine which rules apply to the records involved. If a document is withheld, ask the agency to identify the applicable legal basis and available appeal procedures.
You can insist on accountability without pretending that a preservation law magically turns confidential voter information into public entertainment.
Step Eight: Write a Public Records Request That Actually Works
A useful public records request identifies existing records with enough detail that the agency can reasonably locate them. Start with the election, jurisdiction, relevant dates, and specific document categories.
For example, request existing ballot reconciliation reports and custody transfer logs for a particular county election, along with the audit reports produced under the applicable state requirements.
Ask for electronic copies when available and request advance notice of substantial fees. Keep a record of when the request was submitted, any responses received, and whether the agency identified records it could not provide.
Remember that the federal Freedom of Information Act generally applies to federal executive branch agencies, not county election offices. Requests to state and local election authorities usually depend on the applicable state public records law.
A carefully written request is much more effective than announcing that you demand the truth, the whole truth, and every PDF currently stored on a government server.
Step Nine: Preserve the Original Documents
When records arrive, save the original files in a dedicated archive. Do not edit, rename beyond recognition, overwrite, or casually combine original documents before recording their source information.
Create a separate working folder for analysis. Record each document’s title, originating agency, publication date, receipt date, and relevant election.
If technically feasible, calculate a cryptographic hash for each original digital file. This provides a way to verify whether the archived copy has changed after you received it.
A hash cannot establish that a government document was accurate when created. It establishes information about the integrity of the copy you possess.
Keep your interpretation separate from the original evidence. Future reviewers should be able to distinguish what an election office produced from what you concluded after reading it.
Step Ten: Reconcile the Numbers Without Inventing a Scandal
Now we reach the spreadsheets, Kitties. Make coffee. Possibly stronger coffee.
Build a worksheet using the official figures and their documented definitions. Identify how many ballots were issued, returned, accepted, rejected, and counted, then determine how those categories relate under the jurisdiction’s procedures.
Do not assume that every category should produce an identical total. Ballots can contain multiple contests, and voters can choose not to vote in particular races. Those skipped selections are commonly called undervotes.
Likewise, rejected absentee ballots, provisional ballot eligibility determinations, and corrected reporting records may affect totals at different stages.
When you find a discrepancy, calculate its exact size, identify the relevant records, and determine whether an ordinary procedural explanation accounts for it.
If the figures remain inconsistent after appropriate adjustments, record the unresolved question and contact the election authority.
The difference between a serious investigator and somebody screaming about stolen votes is that the investigator is willing to accept a documented explanation.
Step Eleven: Investigate Precinct Level Reporting
Precinct level results can help researchers understand how votes were reported across a jurisdiction. However, those datasets require careful interpretation.
Some jurisdictions aggregate reporting units, combine certain ballot categories, or change precinct boundaries over time. Comparing two datasets without understanding those differences can produce misleading conclusions.
Review the election office’s documentation explaining the reporting structure. Check for duplicate entries, amended reports, changes in precinct identifiers, and differences between election cycles.
If a precinct reports unusual numbers, examine the surrounding administrative records before drawing conclusions.
An unexpected turnout pattern may justify additional questions. It does not automatically establish ballot manipulation.
And no, Karen’s color coded map showing that a neighborhood voted differently than she expected is not a forensic audit.
Step Twelve: Examine the Official Post Election Audit
Election audits are conducted under procedures established by the relevant jurisdiction. These procedures may involve manual examinations of paper ballots, statistical sampling, comparison of tabulation records, or other prescribed checks.
The National Conference of State Legislatures maintains an extensive overview of state audit requirements, including the different methods used throughout the country.
Request the audit protocol, sampling information, findings, and documented corrective actions for the election under examination.
Determine which contests and materials were included. An audit focused on one contest does not necessarily verify every contest on the ballot.
Also examine whether the audit was completed before or after certification, because that timing varies by state.
You cannot meaningfully evaluate an audit until you know what it was designed to test.
Step Thirteen: Understand Risk Limiting Audits
Risk limiting audits use statistical methods to assess whether reported election outcomes agree with voter verified paper records.
Rather than examining an arbitrary number of ballots, these audits use a defined risk limit and statistical procedures to determine the evidence needed to confirm a reported outcome or continue counting.
The important detail is that a risk limit does not describe the probability that the election was fraudulent. It concerns the audit procedure’s chance of failing to correct an incorrect reported outcome under the method’s assumptions.
Review the selected contest, sampling procedure, reported discrepancies, and whether the audit required additional examination.
If the terminology becomes confusing, consult election auditing specialists and established research organizations rather than relying on viral explanations.
Statistical analysis is already complicated enough without introducing a man named PatriotEagle1776 who thinks probability is a government coverup.
Step Fourteen: Observe Public Election Proceedings
Some jurisdictions allow members of the public to observe canvassing meetings, audit activities, or certification proceedings. The scope of observation rights varies.
Find the official schedule and review the relevant procedures before attending. Determine whether registration, identification, designated observation areas, or other requirements apply.
During the proceeding, document what you directly observe. Record relevant explanations provided by officials and distinguish them from your own interpretation.
Do not interfere with election workers or attempt to handle protected materials.
Public oversight is valuable precisely because it can produce firsthand information about official procedures. Turning the observation room into a political shouting match accomplishes very little beyond ensuring everyone remembers why they dislike public meetings.
Step Fifteen: Investigate Discrepancies Without Jumping to Conclusions
If a discrepancy remains unresolved, identify the exact numbers, documents, and administrative rules involved.
Determine whether amended reports, additional eligible ballots, corrected records, or other documented processes explain the difference.
Ask the election authority a focused question and preserve the response.
If the explanation is incomplete, document what remains unknown. Avoid converting a missing explanation into an allegation of deliberate misconduct.
There are important differences between an error, a procedural violation, an unsupported allegation, and evidence of intentional wrongdoing.
A responsible report should preserve those distinctions even when doing so makes the headline considerably less exciting.
Step Sixteen: Compare the Audit With the Certified Results
Certification is the official process through which the responsible election authority finalizes results under applicable law.
Obtain the certification statement and compare it with the relevant canvassing and audit documentation.
Determine whether the audit findings required additional review or corrections and whether those actions were completed according to applicable procedures.
Do not assume that a certification statement and an audit report should contain identical figures or language. They may document different stages and different responsibilities.
The goal is to understand how the administrative record supports the officially reported outcome and whether any material questions remain.
Step Seventeen: Organize the Evidence Into a Clear Investigation
Once you have collected the relevant records, create a structured evidence matrix.
For every significant question, identify the applicable rule, document, relevant finding, official explanation, and any unresolved issue.
Distinguish confirmed facts from interpretations and speculation.
Keep copies of the original documents and record where each piece of information originated.
If several researchers are working together, require a second person to check important calculations and source references before publication.
The last thing an election accountability project needs is to publish its own arithmetic mistake while accusing somebody else of failing basic mathematics.
Step Eighteen: Publish a Report That Can Survive Scrutiny
A credible investigative report explains which election was examined, what records were reviewed, which procedures applied, and what the evidence established.
Link directly to publicly available original documents whenever lawful. Explain discrepancies and the official responses you received.
Identify limitations honestly. If requested records were unavailable, say so. If an apparent inconsistency was resolved, explain how. If a question remains unanswered, describe the additional documentation needed.
Avoid publishing protected voter information or sensitive election security details.
Most importantly, do not exaggerate findings for attention.
A careful report supported by original evidence may be less sensational than a headline announcing that democracy has been stolen by a spreadsheet, but it is infinitely more useful to people who actually care about the truth.
Example
Imagine that a county publishes election night figures showing 82,390 ballots cast. Several days later, the certified canvass reports 82,450. An online personality discovers the difference and immediately announces that sixty mysterious ballots appeared out of nowhere.
Naturally, thousands of people begin sharing screenshots, demanding arrests, and accusing election workers of participating in a criminal conspiracy.
Our investigator does something considerably less theatrical. She downloads both reports, checks the publication dates, and requests the ballot reconciliation documents. The records establish that sixty provisional ballots were reviewed and accepted after the preliminary report was issued.
The totals now reconcile. The apparent mystery has a documented explanation.
Next, she notices that a particular candidate contest contains only 79,800 recorded votes, even though the county reports 82,450 ballots cast. Rather than immediately declaring another scandal, she checks the contest accounting records and discovers that some voters left that race blank, while other ballot outcomes are accounted for under the jurisdiction’s procedures.
Again, the difference has a legitimate explanation.
If a third discrepancy remains unresolved after examining the appropriate documents, she records the precise difference, identifies the relevant reports, and requests clarification.
That is the difference between evidence based oversight and political theater. We are not searching for numbers that make us angry. We are examining records until we understand what happened.
Safety and Legal Considerations
Election investigations must comply with public records laws, privacy protections, ballot secrecy requirements, and election security procedures.
Federal law requires preservation of specified records for covered federal elections, but that does not mean every document can be publicly disclosed without restrictions. States may also establish additional preservation and access requirements.
Never enter secured election areas without authorization, attempt to access protected systems, handle sealed election materials, or obtain confidential information through deception.
Researchers should avoid publishing private voter information, protected security details, or identifying information that could expose witnesses and election workers to harassment.
If evidence suggests a serious legal violation, consult qualified legal counsel or an appropriate oversight authority before making public accusations.
Election transparency should protect democratic accountability without creating unnecessary risks for voters or the people administering elections.
Aftercare
Investigative work can become emotionally exhausting, especially when public records requests stall, documents appear contradictory, or online audiences demand immediate conclusions.
Establish realistic boundaries and create a process for reviewing evidence without constant social media pressure. Large investigations benefit from collaboration, independent fact checking, and clear documentation standards.
When a question remains unresolved, identify the next reasonable research step rather than treating uncertainty as a personal failure.
Protect the privacy of witnesses, maintain secure document storage, and separate investigative work from online arguments.
And occasionally close the laptop, Kitties. The spreadsheet will still be there tomorrow. Unfortunately, so will the people misunderstanding it.
Required Reading
The U.S. Election Assistance Commission’s Election Results, Canvass, and Certification Guide explains how preliminary election totals are reviewed, reconciled, and finalized. It provides essential background for interpreting official results and understanding why election night numbers may differ from certified totals.
The Election Assistance Commission’s Election Management Guidelines provide practical guidance concerning election administration, documentation, and procedures. These resources are especially useful when comparing written requirements with records produced during an election.
The Election Assistance Commission’s Canvassing and Certification Resources include materials concerning ballot reconciliation, results reporting, and certification. Researchers should review the relevant state and local requirements alongside these general resources.
The National Conference of State Legislatures’ Post Election Audits Report compares audit methods, legal requirements, timing, and observation procedures across jurisdictions. It is particularly valuable for understanding why the audit conducted in one state may differ substantially from another.
The nonprofit Verified Voting provides research and educational resources concerning election technology, paper records, auditing, and election verification. Its materials can help researchers understand the relationship between voting systems and independent checks on reported results.
The U.S. Code provision governing federal election record preservation establishes the twenty two month retention requirement for specified records relating to covered federal elections. Researchers should examine this federal requirement together with applicable state preservation and disclosure laws.
Final Kitty Thoughts
Election integrity is too important to leave entirely to politicians, television commentators, or anonymous internet accounts convinced that every unexplained number represents a criminal conspiracy.
It deserves serious investigation, transparent records, accurate mathematics, and a public willing to examine what actually happened.
A responsible election records investigation begins with identifying the proper authority and obtaining original documents. It continues through ballot reconciliation, custody documentation, audit findings, canvassing records, and certification procedures. When discrepancies appear, researchers investigate them using the applicable laws and available evidence.
Sometimes the records will reveal ordinary administrative explanations. Sometimes they will expose mistakes or procedural problems. Sometimes important questions will remain unanswered and require additional documentation or qualified legal review.
None of those outcomes should be predetermined by political preferences.
Public accountability means following evidence wherever it leads and being willing to correct your own conclusions when better information becomes available.
So request the records, Kitties. Learn the procedures. Preserve the originals. Check the math. Follow the custody documentation. Demand clear answers to legitimate questions, and publish findings that can withstand independent scrutiny.
Because democracy deserves something better than blind faith in government officials, and it certainly deserves something better than some jackass discovering an unfamiliar spreadsheet column and declaring himself the second coming of Woodward and Bernstein.
Resistance Kitty’s final rule: Follow the receipts. Understand the records. And never let a good investigation become another bullshit factory.
