Why Early Trends Can Be Misleading on Counting Day

As the counting of votes continues in the Assembly elections in five Indian States/Union Territories, including West Bengal, Tamil Nadu, Kerala, Assam and Puducherry, the initial trends emerging at the counting centers are being closely followed by political parties, media networks and the public.
However, Electoral Commission procedures and past election counting patterns clearly indicate that early trends on counting day are not necessarily indicative of results and can often change significantly as counting progresses.
Counting Process Begins with Partial Data
As per the Election Commission of India’s (ECI) counting framework, counting of votes starts at 8 am and is carried out in multiple structured rounds.
The process usually follows this order:
– Votes sent by mail are counted first
– EVM votes are counted in successive rounds in counting tables
– VVPAT slips are verified at selected booths as part of mandatory cross checks
– Due to this structure, the initial trends reflect partial data from a limited number of booths and mail-in voting, rather than the entire electorate.
Early Lead Could Slip in Later Laps
In India, electoral counting is done on a constituency basis and the results are updated after each round. Each round may contain votes from different ballot boxes.
This creates a situation like this:
– Early rounds can give a party or candidate a temporary advantage
– Subsequent rounds covering different geographic or demographic segments may reverse this difference
– Urban, rural and high attendance stands are usually counted in different stages
– As a result, initial leads are not stable indicators of final results.
Votes by Mail May Break Initial Trends
Votes cast by mail are counted first as per procedure. These include:
– Service voters (armed forces, incumbent government officials)
– Certain categories of absentee voters
– Early leads based on postal voting may not reflect broader voter preference across the constituency as postal voting patterns may differ from EVM voting patterns.
Partial Count Across Electoral Districts
Because counts are taking place simultaneously in hundreds of constituencies across five regions, initial trends are often gleaned from incomplete data sets.
This means:
– Some constituencies may report multiple rounds early
– Others may be delayed due to verification or logistics sorting
– Total “state level trends” may change rapidly as more tables report results
Media Trend Reporting Is Not Bottom Line Reporting
News channels and digital platforms often showcase “live trends” on census days. These trends are:
– Based on continuous updates from counting centers
– Subject to frequent revision
– Results not approved by the Election Commission
– ECI announces the final results only after all counting rounds and verification procedures are completed.
Final Results Only After Full Verification
The Election Commission of India certifies the results only if:
– All EVM votes counted in all rounds
– Postal vote counting reached full agreement
– VVPAT verification is completed when necessary
– Until this phase is completed, any progress shown in early trends will remain provisional and subject to change.
Solution
Early trends on the counting day in the ongoing Assembly elections in five states and the Union Territories serve as real-time indicators of the counting progress and not the final results.
Due to partial booth coverage, postal voting order and round-robin reporting differences, these trends may fluctuate significantly before final results are officially announced by the Electoral Commission.
In an electoral count, only the final certified result reflects the actual mandate of the voters.



