MEMEZHAN / RESEARCH JOURNAL

Research articles

Source-linked observations, worked examples and practical tool workflows.

Written by deterministic rules, without individual human review. Observation time is retained; this is not live pricing or investment advice.

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Data analysis

2026-11-02: liquidity data is available for 16 of 48 sampled tokens

This collection contains 48 profiles, with network counts of base: 1, bsc: 23, ethereum: 12, solana: 12. All three metrics—price, liquidity and volume—are present for 16 records. Check coverage before researching an individual contract. Inclusion means that the profile entered this collection, not that it is popular, newly launched or suitable to buy.

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2026-11-01: liquidity data is available for 10 of 48 sampled tokens

This collection contains 48 profiles, with network counts of base: 1, bsc: 22, ethereum: 12, solana: 13. All three metrics—price, liquidity and volume—are present for 10 records. Check coverage before researching an individual contract. Inclusion means that the profile entered this collection, not that it is popular, newly launched or suitable to buy.

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2026-10-31: liquidity data is available for 18 of 48 sampled tokens

This collection contains 48 profiles, with network counts of base: 1, bsc: 23, ethereum: 14, solana: 10. All three metrics—price, liquidity and volume—are present for 18 records. Check coverage before researching an individual contract. Inclusion means that the profile entered this collection, not that it is popular, newly launched or suitable to buy.

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2026-10-30: liquidity data is available for 14 of 48 sampled tokens

This collection contains 48 profiles, with network counts of base: 1, bsc: 21, ethereum: 12, solana: 14. All three metrics—price, liquidity and volume—are present for 14 records. Check coverage before researching an individual contract. Inclusion means that the profile entered this collection, not that it is popular, newly launched or suitable to buy.

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2026-10-29: liquidity data is available for 20 of 48 sampled tokens

This collection contains 48 profiles, with network counts of base: 2, bsc: 22, ethereum: 12, solana: 12. All three metrics—price, liquidity and volume—are present for 20 records. Check coverage before researching an individual contract. Inclusion means that the profile entered this collection, not that it is popular, newly launched or suitable to buy.

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2026-10-28: liquidity data is available for 21 of 48 sampled tokens

This collection contains 48 profiles, with network counts of base: 2, bsc: 21, ethereum: 12, solana: 13. All three metrics—price, liquidity and volume—are present for 21 records. Check coverage before researching an individual contract. Inclusion means that the profile entered this collection, not that it is popular, newly launched or suitable to buy.

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2026-10-27: liquidity data is available for 19 of 48 sampled tokens

This collection contains 48 profiles, with network counts of base: 1, bsc: 22, ethereum: 12, solana: 13. All three metrics—price, liquidity and volume—are present for 19 records. Check coverage before researching an individual contract. Inclusion means that the profile entered this collection, not that it is popular, newly launched or suitable to buy.

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2026-10-26: liquidity data is available for 20 of 48 sampled tokens

This collection contains 48 profiles, with network counts of base: 1, bsc: 21, ethereum: 12, solana: 14. All three metrics—price, liquidity and volume—are present for 20 records. Check coverage before researching an individual contract. Inclusion means that the profile entered this collection, not that it is popular, newly launched or suitable to buy.

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2026-10-25: liquidity data is available for 18 of 48 sampled tokens

This collection contains 48 profiles, with network counts of base: 2, bsc: 21, ethereum: 12, solana: 13. All three metrics—price, liquidity and volume—are present for 18 records. Check coverage before researching an individual contract. Inclusion means that the profile entered this collection, not that it is popular, newly launched or suitable to buy.

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Weekly review

2026-10-26–2026-11-01: separate changes in coverage from market changes

This seven-day window contains 6 valid observation days. The earliest day has liquidity for 18 of 48 profiles; the latest has it for 10 of 48. Day labels use Beijing time and original observation timestamps remain in UTC. Unobserved dates are not filled with the previous day’s values. Missing days remain a limitation of this review.

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2026-10-25–2026-10-30: separate changes in coverage from market changes

This seven-day window contains 6 valid observation days. The earliest day has liquidity for 22 of 48 profiles; the latest has it for 17 of 48. Day labels use Beijing time and original observation timestamps remain in UTC. Unobserved dates are not filled with the previous day’s values. Missing days remain a limitation of this review.

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2026-10-18–2026-10-24: separate changes in coverage from market changes

This seven-day window contains 7 valid observation days. The earliest day has liquidity for 24 of 48 profiles; the latest has it for 18 of 48. Day labels use Beijing time and original observation timestamps remain in UTC. Unobserved dates are not filled with the previous day’s values. Missing days remain a limitation of this review.

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Practical workflow

A higher price is not enough: a round-trip cost example

This is a hypothetical calculation, not a platform fee quote. Start with USD 100 and deduct a 1% proportional cost on both entry and exit, with no other costs. If price is unchanged, the final amount is 100 × 0.99 × 0.99 = USD 98.01: a USD 1.99 round-trip loss. The costs apply sequentially; adding percentages is only an approximation. Write down the base to which each fee applies before calculating.

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From a token story to a first evidence check

When a story says someone bought a token, turn it into a specific question: which network, full contract, pool and time? Names, icons and symbols can repeat, and repost counts do not verify a source. Record project claims separately from observable chain facts. This helps avoid confusing attention with money entering a pool. A screenshot without a contract or timestamp is a lead to investigate, not a completed check.

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Network services and payment cards: check conditions before registering

When a website does not load, distinguish service outages, device settings and connection problems before paying for a network service. Check the provider, supported devices, applicable regions and refund information. For a payment card, first verify residency and identity requirements, funding methods, supported uses and account restrictions. An offer in an invitation message does not establish your eligibility or that a particular merchant will accept the card.

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