Ganji's DeFi SOR Protocol: Multi-Venue Smart Order Routing for Agent-Native Crypto Swaps on Base (doi:10.7910/DVN/5BGOBX)

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Part 1: Document Description
Part 2: Study Description
Part 3: Data Files Description
Part 4: Variable Description
Part 5: Other Study-Related Materials
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Ganji's DeFi SOR Protocol: Multi-Venue Smart Order Routing for Agent-Native Crypto Swaps on Base

doi:10.7910/DVN/5BGOBX

Harvard Dataverse

2026-06-02

2

Ganji, Abhijeeth; Priyanka velpula, 2026, "Ganji's DeFi SOR Protocol: Multi-Venue Smart Order Routing for Agent-Native Crypto Swaps on Base", https://doi.org/10.7910/DVN/5BGOBX, Harvard Dataverse, V2, UNF:6:eLiCXUc9R3+H2//jhRsDKg== [fileUNF]

Ganji's DeFi SOR Protocol: Multi-Venue Smart Order Routing for Agent-Native Crypto Swaps on Base

doi:10.7910/DVN/5BGOBX

Ganji, Abhijeeth (Maryville University of St.Louis)

Priyanka velpula (https://ror.org/001ccf545)

Ganji, Abhijeeth

Harvard Dataverse

Ganji, Abhijeeth

Ganji, Abhijeeth

2026-06-02

https://doi.org/10.7910/DVN/5BGOBX

Computer and Information Science, DeFi SOR Protocol, Smart Order Routing, Autonomous Agents, Base Mainnet, Bellman-Ford Routing, Ganji Sovereignty Weight, Routing Efficiency Index, Venue Coverage Score, Verifiable Execution Receipt, Cryptographic Execution Attestation, MEV Protection, Cross-Chain Routing, Agentic Payments, Pauli Proof

Supporting dataset for "Ganji's DeFi SOR Protocol: Multi-Venue Smart Order Routing for Human and Agent-Native Crypto Swaps on Base" (Ganji & Velpula, May 2026, v1.0). Contains 265,000+ rows across 10 CSV files parameterized by prototype measurements on Base Mainnet (Chain ID 8453). Covers route discovery (median ~52ms latency), multi-venue scanning across 25+ DEX venues, Bellman-Ford graph routing, split-route optimization, cross-chain routing (Base, Ethereum, Solana, Injective), MEV protection, circuit-breaker logs, and price impact curves. Key results: REI=0.9994 stablecoin, VCS≈0.85, VER=1.0, +2.4 bps price improvement vs. baseline aggregator. All rows simulate autonomous agent workloads (10²–10³ intents/min). Includes analysis notebook reproducing all 18 paper figures.

Source code: github.com/fluidbase9/fluid-sor | MVP: fluidnative.com | Contract: 0xF24daF8Fe15383fb438d48811E8c4b43749DafAE (Base Mainnet)

<a href="http://creativecommons.org/publicdomain/zero/1.0">CC0 1.0</a>

Ganji, Abhijeeth; Velpula, Priyanka. "Ganji's DeFi SOR Protocol: Multi-Venue Smart Order Routing for Human and Agent-Native Crypto Swaps on Base." Fluid Protocol, May 2026, v1.0.

Ganji, Abhijeeth; Velpula, Priyanka. "Ganji's DeFi SOR Protocol: Multi-Venue Smart Order Routing for Human and Agent-Native Crypto Swaps on Base." Fluid Protocol, May 2026, v1.0.

• Number of cases: 30000

• No. of variables per record: 20

• Type of File: text/tab-separated-values

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• intent_id - intent_id
• timestamp - timestamp
• agent_id - agent_id
• user_class - user_class
• swap_pair - swap_pair
• intent_amount_usd - intent_amount_usd
• intents_per_min - intents_per_min
• route_discovery_ms - route_discovery_ms
• execution_ms - execution_ms
• slippage_actual_bps - slippage_actual_bps
• sovereignty_weight - sovereignty_weight
• pauli_proof_attached - pauli_proof_attached
• ver_score - ver_score
• success - success
• ganji_nonce_vector - ganji_nonce_vector
• gaf_route_hash - gaf_route_hash
• capability_scope - capability_scope
• chain - chain
• retry_count - retry_count
• settlement_ms - settlement_ms
• path_id - path_id
• timestamp - timestamp
• swap_pair - swap_pair
• graph_vertices - graph_vertices
• graph_edges - graph_edges
• algorithm - algorithm
• paths_evaluated - paths_evaluated
• optimal_path_cost - optimal_path_cost
• split_routes - split_routes
• convergence_iterations - convergence_iterations
• computation_time_ms - computation_time_ms
• optimality_proven - optimality_proven
• sovereignty_preserved - sovereignty_preserved
• negative_cycles_detected - negative_cycles_detected
• relaxation_passes - relaxation_passes
• workload_class - workload_class
• event_id - event_id
• timestamp - timestamp
• trigger_tier - trigger_tier
• trigger_type - trigger_type
• venue - venue
• chain - chain
• swap_pair - swap_pair
• threshold_value - threshold_value
• observed_value - observed_value
• action_taken - action_taken
• recovery_time_ms - recovery_time_ms
• reroute_success - reroute_success
• alternative_venue - alternative_venue
• cost_of_delay_usd - cost_of_delay_usd
• blocks_elapsed - blocks_elapsed
• route_id - route_id
• timestamp - timestamp
• from_chain - from_chain
• to_chain - to_chain
• bridge_protocol - bridge_protocol
• swap_pair - swap_pair
• amount_usd - amount_usd
• bridge_fee_bps - bridge_fee_bps
• bridge_latency_ms - bridge_latency_ms
• bridge_latency_s - bridge_latency_s
• finality_type - finality_type
• slippage_bps - slippage_bps
• total_cost_usd - total_cost_usd
• success - success
• partial_fill - partial_fill
• source_tx_hash - source_tx_hash
• dest_tx_hash - dest_tx_hash
• reorg_risk - reorg_risk
• event_id - event_id
• timestamp - timestamp
• swap_pair - swap_pair
• chain - chain
• amount_usd - amount_usd
• mev_type - mev_type
• detected - detected
• private_mempool_used - private_mempool_used
• sandwich_attempted - sandwich_attempted
• frontrun_attempted - frontrun_attempted
• sandwich_prevented - sandwich_prevented
• frontrun_prevented - frontrun_prevented
• cost_saved_usd - cost_saved_usd
• protection_latency_ms - protection_latency_ms
• mempool_type - mempool_type
• block_number - block_number
• gas_price_gwei - gas_price_gwei
• curve_id - curve_id
• timestamp - timestamp
• venue - venue
• chain - chain
• swap_pair - swap_pair
• input_amount_usd - input_amount_usd
• output_amount_usd - output_amount_usd
• price_impact_bps - price_impact_bps
• slippage_bps - slippage_bps
• liquidity_depth_usd - liquidity_depth_usd
• curve_type - curve_type
• concavity - concavity
• optimal_split_threshold_usd - optimal_split_threshold_usd
• marginal_impact_bps - marginal_impact_bps
• cumulative_impact_bps - cumulative_impact_bps
• route_id - route_id
• timestamp - timestamp
• swap_pair - swap_pair
• chain - chain
• route_type - route_type
• venues_scanned - venues_scanned
• venues_selected - venues_selected
• discovery_time_ms - discovery_time_ms
• end_to_end_ms - end_to_end_ms
• slippage_bps - slippage_bps
• rei_score - rei_score
• vcs_score - vcs_score
• user_class - user_class
• cache_state - cache_state
• price_improvement_bps - price_improvement_bps
• gas_estimate_usd - gas_estimate_usd
• optimal_venue - optimal_venue
• split_route_count - split_route_count
• pauli_proof_attached - pauli_proof_attached
• sovereignty_score - sovereignty_score
• split_id - split_id
• timestamp - timestamp
• swap_pair - swap_pair
• total_amount_usd - total_amount_usd
• num_splits - num_splits
• venues_used - venues_used
• split_ratios - split_ratios
• split_bps_venue1 - split_bps_venue1
• split_bps_venue2 - split_bps_venue2
• split_bps_venue3 - split_bps_venue3
• aggregate_slippage_bps - aggregate_slippage_bps
• single_route_slippage_bps - single_route_slippage_bps
• improvement_bps - improvement_bps
• total_gas_usd - total_gas_usd
• execution_time_ms - execution_time_ms
• marginal_cost_equalized - marginal_cost_equalized
• sovereignty_score - sovereignty_score
• theorem_42_verified - theorem_42_verified
• record_id - record_id
• timestamp - timestamp
• venue - venue
• chain - chain
• swap_pair - swap_pair
• avg_latency_ms - avg_latency_ms
• p95_latency_ms - p95_latency_ms
• uptime_pct - uptime_pct
• daily_volume_usd - daily_volume_usd
• avg_slippage_bps - avg_slippage_bps
• avg_price_impact_bps - avg_price_impact_bps
• avg_gas_usd - avg_gas_usd
• route_selection_count - route_selection_count
• route_selection_pct - route_selection_pct
• liquidity_depth_usd - liquidity_depth_usd
• venue_score - venue_score
• integration_type - integration_type
• scan_id - scan_id
• timestamp - timestamp
• venue - venue
• chain - chain
• swap_pair - swap_pair
• quoted_price_usd - quoted_price_usd
• liquidity_usd - liquidity_usd
• price_impact_bps - price_impact_bps
• gas_estimate_usd - gas_estimate_usd
• venue_latency_ms - venue_latency_ms
• staleness_ms - staleness_ms
• selected_as_optimal - selected_as_optimal
• venue_tier - venue_tier
• uptime_pct - uptime_pct
• daily_volume_usd - daily_volume_usd
• fee_bps - fee_bps
• freshness_ts - freshness_ts

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f13985949 Location:

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Variable Format: character

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Summary Statistics: Min. 53.4; Max. 999924.96; Mean 499085.35292333335; Valid 30000.0; StDev 287614.7720401893

Variable Format: numeric

Notes: UNF:6:GQlAQiwCLXf0gQ98+YbIXg==

f13985949 Location:

Summary Statistics: StDev 261.0965695262051; Max. 1000.0; Min. 100.0; Valid 30000.0; Mean 550.147633333333;

Variable Format: numeric

Notes: UNF:6:T6Mlc6BzT6SMUJ5bFvrF0Q==

f13985949 Location:

Summary Statistics: Mean 47.437769333333335; Max. 80.73; Valid 30000.0; Min. 14.83; StDev 8.054299961038682;

Variable Format: numeric

Notes: UNF:6:UteUmgVgoQMDpRDGBFaPkg==

f13985949 Location:

Summary Statistics: Mean 229.80666566666667; Valid 30000.0; Min. 118.03; StDev 30.03176010014584; Max. 358.8;

Variable Format: numeric

Notes: UNF:6:qKiHq/NOuYPPXFZKCT8a1Q==

f13985949 Location:

Summary Statistics: StDev 0.39719359779399294; Max. 2.5705; Mean 1.0059528166666667; Min. 5.0E-4; Valid 30000.0

Variable Format: numeric

Notes: UNF:6:1K/Iux5+YetDVsGSCDdpGg==

f13985949 Location:

Summary Statistics: Max. 1.0; StDev 0.043435160645973185; Mean 0.9248798233333333; Min. 0.85; Valid 30000.0

Variable Format: numeric

Notes: UNF:6:qsu/bdZQqUBkUzn6ZXV6kA==

f13985949 Location:

Variable Format: character

Notes: UNF:6:ryokZwUA1N6kk6NwV0YOUw==

f13985949 Location:

Summary Statistics: Min. 0.998; StDev 5.486242582955758E-4; Mean 0.9989535562333334; Max. 0.9999; Valid 30000.0;

Variable Format: numeric

Notes: UNF:6:P2VoDI3o1hxLyFkfKH9uMA==

f13985949 Location:

Variable Format: character

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f13985949 Location:

Variable Format: character

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f13985949 Location:

Variable Format: character

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f13985949 Location:

Variable Format: character

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f13985949 Location:

Variable Format: character

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f13985949 Location:

Summary Statistics: Min. 0.0; Mean 1.5179000000000011; Valid 30000.0; Max. 3.0; StDev 1.116924873945905

Variable Format: numeric

Notes: UNF:6:jjTZXFwxGJAkN8AFOvJ2VQ==

f13985949 Location:

Summary Statistics: Valid 30000.0; Min. 100.0; Max. 4121.2; Mean 2001.7440166666668; StDev 500.1676078076871

Variable Format: numeric

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f13985951 Location:

Variable Format: character

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f13985951 Location:

Variable Format: character

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f13985951 Location:

Variable Format: character

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f13985951 Location:

Summary Statistics: Valid 10000.0; Mean 200.08710000000002; StDev 11.805577103855319; Max. 220.0; Min. 180.0

Variable Format: numeric

Notes: UNF:6:tghXCBjfEkRoKRaQ/CtGNA==

f13985951 Location:

Summary Statistics: StDev 57.85562852553939; Max. 1600.0; Valid 10000.0; Min. 1400.0; Mean 1499.9523

Variable Format: numeric

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f13985951 Location:

Variable Format: character

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f13985951 Location:

Summary Statistics: Mean 3007.8842999999997; StDev 875.6767864326076; Max. 4778.0; Valid 10000.0; Min. 1413.0

Variable Format: numeric

Notes: UNF:6:Oy9kxHYI3vyDlrLbZf7pDQ==

f13985951 Location:

Summary Statistics: StDev 0.0014186873261859243; Valid 10000.0; Mean 0.997471167987; Min. 0.99500022; Max. 0.99989932;

Variable Format: numeric

Notes: UNF:6:YvAtdOd7dOFdlSsdczuByw==

f13985951 Location:

Summary Statistics: StDev 1.4095636512653043; Max. 5.0; Mean 3.0269999999999992; Valid 10000.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:oXreGmsmZ+L8CZbPJmtJkQ==

f13985951 Location:

Summary Statistics: Valid 10000.0; StDev 2.889535764044666; Mean 7.465099999999995; Max. 12.0; Min. 3.0

Variable Format: numeric

Notes: UNF:6:wFLt4Da2osKPB57nKgrSQQ==

f13985951 Location:

Summary Statistics: Min. 5.003; StDev 11.531804709542797; Valid 10000.0; Mean 25.1754606; Max. 44.983

Variable Format: numeric

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f13985951 Location:

Variable Format: character

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f13985951 Location:

Variable Format: character

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f13985951 Location:

Variable Format: character

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f13985951 Location:

Summary Statistics: Max. 219.0; Mean 199.08710000000002; Valid 10000.0; Min. 179.0; StDev 11.805577103855319

Variable Format: numeric

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f13985951 Location:

Variable Format: character

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f13985944 Location:

Variable Format: character

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f13985944 Location:

Variable Format: character

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f13985944 Location:

Variable Format: character

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f13985944 Location:

Variable Format: character

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f13985944 Location:

Variable Format: character

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f13985944 Location:

Variable Format: character

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f13985944 Location:

Variable Format: character

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f13985944 Location:

Summary Statistics: Max. 3000.0; Valid 10000.0; StDev 1407.8579905678737; Mean 996.782499999999; Min. 5.0;

Variable Format: numeric

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f13985944 Location:

Summary Statistics: Mean 1761.95660515; Valid 10000.0; Min. 5.2513; Max. 7499.253; StDev 2591.6138045785356

Variable Format: numeric

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f13985944 Location:

Variable Format: character

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f13985944 Location:

Summary Statistics: Valid 10000.0; Max. 785.9; StDev 119.24571364622838; Min. 10.0; Mean 350.35671

Variable Format: numeric

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f13985944 Location:

Variable Format: character

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f13985944 Location:

Variable Format: character

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f13985944 Location:

Summary Statistics: Mean 2.5029667674; Max. 4.999662; Min. 0.001179; Valid 10000.0; StDev 1.4430702447223562

Variable Format: numeric

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f13985944 Location:

Summary Statistics: Max. 5.0; StDev 1.7182355698061749; Mean 2.5276; Min. 0.0; Valid 10000.0;

Variable Format: numeric

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f13985946 Location:

Variable Format: character

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f13985946 Location:

Variable Format: character

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f13985946 Location:

Variable Format: character

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f13985946 Location:

Variable Format: character

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f13985946 Location:

Variable Format: character

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f13985946 Location:

Variable Format: character

Notes: UNF:6:E7qAPPa4vkrcReg3TljVHA==

f13985946 Location:

Summary Statistics: Valid 12000.0; StDev 143975.36943419316; Min. 69.46; Mean 250004.70996; Max. 499989.5;

Variable Format: numeric

Notes: UNF:6:TXBxDe2qwmvioHDeyIVPXw==

f13985946 Location:

Summary Statistics: Mean 27.605540833333333; Valid 12000.0; StDev 13.064085968895151; Max. 49.99; Min. 5.01

Variable Format: numeric

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f13985946 Location:

Summary Statistics: Min. 500.0; Mean 18092.3363; StDev 5987.317937554848; Valid 12000.0; Max. 41901.2

Variable Format: numeric

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f13985946 Location:

Summary Statistics: Valid 12000.0; StDev 5.987322482938557; Max. 41.901; Min. 0.5; Mean 18.092336166666666

Variable Format: numeric

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f13985946 Location:

Variable Format: character

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f13985946 Location:

Summary Statistics: Mean 2.0213351833333335; StDev 0.9638283548711397; Min. 0.0018; Max. 6.6429; Valid 12000.0;

Variable Format: numeric

Notes: UNF:6:P3NpC0eIEBAxzQtZUOC6oA==

f13985946 Location:

Summary Statistics: StDev 543.250661960511; Max. 2472.7119; Min. 1.546; Mean 691.9246388916666; Valid 12000.0

Variable Format: numeric

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f13985946 Location:

Variable Format: character

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f13985946 Location:

Variable Format: character

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f13985946 Location:

Variable Format: character

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f13985946 Location:

Variable Format: character

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f13985946 Location:

Summary Statistics: Min. 0.00101; Mean 0.025504359416666667; StDev 0.013988974713104048; Valid 12000.0; Max. 0.05

Variable Format: numeric

Notes: UNF:6:V+sA+TdmUmWR4U5nONDUBA==

f13985953 Location:

Variable Format: character

Notes: UNF:6:CP5d1/h3i2jwNi0MUPpXQg==

f13985953 Location:

Variable Format: character

Notes: UNF:6:SMSaAHYUieYcagOn+v4xOQ==

f13985953 Location:

Variable Format: character

Notes: UNF:6:4ISopQlq/1aWVjOt+ponCQ==

f13985953 Location:

Variable Format: character

Notes: UNF:6:WaVd0weLeGEa7wj8BVzi2A==

f13985953 Location:

Summary Statistics: Max. 499976.16; StDev 143562.4571283835; Valid 8000.0; Min. 171.55; Mean 252561.7437425

Variable Format: numeric

Notes: UNF:6:osvxQVQ16PEH2UTsNdRPQA==

f13985953 Location:

Variable Format: character

Notes: UNF:6:LEzKdiyzudi262/gKbmxFA==

f13985953 Location:

Variable Format: character

Notes: UNF:6:t2IMV+ju9BQ9PBBUoL207A==

f13985953 Location:

Variable Format: character

Notes: UNF:6:oleC8xXL2KAozvptstOo7g==

f13985953 Location:

Variable Format: character

Notes: UNF:6:2HQTlEviM1OAfnLz9nfG5w==

f13985953 Location:

Variable Format: character

Notes: UNF:6:E1Soc/2tL2D8eiD18Yk25w==

f13985953 Location:

Variable Format: character

Notes: UNF:6:+ABYRIRIYn88bZnUX/YTUA==

f13985953 Location:

Variable Format: character

Notes: UNF:6:7pIjmbIhsdz4NrMG36xXfQ==

f13985953 Location:

Summary Statistics: Min. 0.0; Valid 8000.0; StDev 385.0073915290734; Max. 2426.682072; Mean 156.91974489587483

Variable Format: numeric

Notes: UNF:6:znzhb1KqXQeJyHUwe5RGUg==

f13985953 Location:

Summary Statistics: Valid 8000.0; Mean 25.008422499999998; Max. 62.87; StDev 9.77403050028597; Min. 5.0;

Variable Format: numeric

Notes: UNF:6:jSB1cyO2nWQ33uAEwvcVQA==

f13985953 Location:

Variable Format: character

Notes: UNF:6:S577yMAhDb7oX1dm/jUahw==

f13985953 Location:

Summary Statistics: Min. 1.9000209E7; Mean 2.0488654964E7; Valid 8000.0; Max. 2.1999835E7; StDev 868669.4577448476;

Variable Format: numeric

Notes: UNF:6:n2eIcQ9Zz0ysObBVtkOMuw==

f13985953 Location:

Summary Statistics: Valid 8000.0; StDev 14.590055767862726; Min. 0.0075; Max. 49.9835; Mean 25.069618025;

Variable Format: numeric

Notes: UNF:6:nMG9CmAyZBASy1jC5jQohg==

f13985940 Location:

Variable Format: character

Notes: UNF:6:WTxVhYcmczJiqRBnbFmcyA==

f13985940 Location:

Variable Format: character

Notes: UNF:6:KFfo1o2i4ojGu9OU/6ISaw==

f13985940 Location:

Variable Format: character

Notes: UNF:6:qP1XOyGLphqQ8fwClVtSWA==

f13985940 Location:

Variable Format: character

Notes: UNF:6:dRnz+/nXxNZTJyDfk1BqEA==

f13985940 Location:

Variable Format: character

Notes: UNF:6:whkyhPZJtegxJabBiK1TsQ==

f13985940 Location:

Summary Statistics: Valid 20000.0; Max. 1000000.0; Mean 185857.9449999998; StDev 325861.77643241227; Min. 100.0;

Variable Format: numeric

Notes: UNF:6:X8NOIfT9o0dh5Gihhi9iCA==

f13985940 Location:

Summary Statistics: Mean -3484.3757040351666; StDev 936556.2756023163; Max. 999458.746482; Valid 20000.0; Min. -1.69922295408E7

Variable Format: numeric

Notes: UNF:6:7N5EVcBIHRToNPs/ofCNgQ==

f13985940 Location:

Summary Statistics: Min. 0.01; Valid 20000.0; StDev 11099.768562372486; Mean 2518.312275931351; Max. 179922.295408

Variable Format: numeric

Notes: UNF:6:RIAW5fXws1kjTsTxZs6Qnw==

f13985940 Location:

Summary Statistics: Valid 20000.0; Mean 2522.65923807255; Min. 0.00801; StDev 11284.228645854604; Max. 209691.774564

Variable Format: numeric

Notes: UNF:6:pyRXUpeP9V0uvB1JHI0xiQ==

f13985940 Location:

Summary Statistics: Valid 20000.0; Max. 9.9996890682E8; StDev 2.073652472680938E8; Mean 1.096551743059995E8; Min. 100046.6;

Variable Format: numeric

Notes: UNF:6:S1arcaPr083X8PrHZcZ75Q==

f13985940 Location:

Variable Format: character

Notes: UNF:6:Kf1QzsDk3xrKyZdoGzrEGg==

f13985940 Location:

Variable Format: character

Notes: UNF:6:SizevTIWEqg2UbTXDASLDg==

f13985940 Location:

Summary Statistics: Valid 20000.0; StDev 1.3007379117937429E7; Max. 9.775375936E7; Min. 1105.27; Mean 6063329.0887434995

Variable Format: numeric

Notes: UNF:6:lvppKs54uPKwPoTz0YX5Nw==

f13985940 Location:

Summary Statistics: Mean 748.3556935268; StDev 3546.9810105004885; Valid 20000.0; Min. 0.001001; Max. 66543.335008

Variable Format: numeric

Notes: UNF:6:/TBX4xwDQTb10bpP+muAwg==

f13985940 Location:

Summary Statistics: Valid 20000.0; StDev 15500.366180854642; Mean 3499.36764691485; Min. 0.010011; Max. 281339.860992;

Variable Format: numeric

Notes: UNF:6:CZEb5fpYJlKDWdobs+278Q==

f13985948 Location:

Variable Format: character

Notes: UNF:6:BMyEasfgs0HGQ6MIX8KuKQ==

f13985948 Location:

Variable Format: character

Notes: UNF:6:MrhRMPanJfv3Lv74OIxGnw==

f13985948 Location:

Variable Format: character

Notes: UNF:6:HmAbvKMXThvIbu/vmIPi8w==

f13985948 Location:

Variable Format: character

Notes: UNF:6:r6TGK3PF4usmbDi4KHM1gw==

f13985948 Location:

Variable Format: character

Notes: UNF:6:XAezN3mt0TSM6WP3pvBAbg==

f13985948 Location:

Summary Statistics: Min. 8.0; Valid 50000.0; StDev 3.162378525596858; Max. 18.0; Mean 13.001439999999999;

Variable Format: numeric

Notes: UNF:6:bSHYt8eh9LVhaQaPTPaGMw==

f13985948 Location:

Summary Statistics: StDev 1.4157659606957564; Max. 5.0; Valid 50000.0; Mean 3.0051800000000015; Min. 1.0

Variable Format: numeric

Notes: UNF:6:env6p+9M/f8K1nXnT6ABEQ==

f13985948 Location:

Summary Statistics: StDev 34.74273833312295; Mean 78.6285102; Valid 50000.0; Min. 18.82; Max. 191.97;

Variable Format: numeric

Notes: UNF:6:Q9CrqWHU0FVVwJ6TA7G/UA==

f13985948 Location:

Summary Statistics: Mean 308.7848792; Valid 50000.0; Max. 482.89; Min. 157.6; StDev 45.964061636811955;

Variable Format: numeric

Notes: UNF:6:8juwjLQo7Ft7yxE6rRQP5A==

f13985948 Location:

Summary Statistics: Valid 50000.0; StDev 0.3971526844317995; Min. 1.0E-4; Max. 2.678; Mean 1.001769822;

Variable Format: numeric

Notes: UNF:6:NEIPa3os4+evTeHt81iZsw==

f13985948 Location:

Summary Statistics: StDev 6.955173562625364E-4; Min. 0.9975; Max. 0.9999; Valid 50000.0; Mean 0.99873284662

Variable Format: numeric

Notes: UNF:6:+r4qmBbY3UTglxlSZiHR1g==

f13985948 Location:

Summary Statistics: Max. 0.88; Min. 0.82; Mean 0.84993649; Valid 50000.0; StDev 0.0172890383913298;

Variable Format: numeric

Notes: UNF:6:wLpyiwc9BFu6zfo1d0dhqg==

f13985948 Location:

Variable Format: character

Notes: UNF:6:yqoP+IvhcmTlBA9OEnmQjQ==

f13985948 Location:

Variable Format: character

Notes: UNF:6:7rtJfK3ugOz2NSF9v3XGLQ==

f13985948 Location:

Summary Statistics: Mean 2.400764488; Valid 50000.0; Min. 0.0; Max. 4.629; StDev 0.5990917077386276;

Variable Format: numeric

Notes: UNF:6:1EOOgqmJhIo4GtVbSiQw7A==

f13985948 Location:

Summary Statistics: Min. 5.0E-4; StDev 0.0033289897514707525; Max. 0.012; Valid 50000.0; Mean 0.0062231785999999996

Variable Format: numeric

Notes: UNF:6:4Ba1FXkue/54GkWgSs+L5w==

f13985948 Location:

Variable Format: character

Notes: UNF:6:WyU9/dQIxlbqpDcT72Uyrg==

f13985948 Location:

Summary Statistics: StDev 1.3369944319560338; Valid 50000.0; Min. 1.0; Max. 5.0; Mean 2.135800000000001

Variable Format: numeric

Notes: UNF:6:aEpNEZxGIG9QQ/rovrynVg==

f13985948 Location:

Variable Format: character

Notes: UNF:6:cG5AVgPm1l+aVENk+/gbAg==

f13985948 Location:

Summary Statistics: Min. 0.85; Valid 50000.0; Max. 1.0; StDev 0.043158936838557496; Mean 0.925427728;

Variable Format: numeric

Notes: UNF:6:kTSkWeaT+IqRCU3ISvxDyQ==

f13985941 Location:

Variable Format: character

Notes: UNF:6:NiOrUE4mTtF2QSVEUimJMg==

f13985941 Location:

Variable Format: character

Notes: UNF:6:v7DxRrLpa/BnjTrHeuhBag==

f13985941 Location:

Variable Format: character

Notes: UNF:6:+TaMEQYT0+S+j3uxbsi65Q==

f13985941 Location:

Summary Statistics: Valid 10000.0; Min. 1834.43; Max. 4999603.86; Mean 2493583.224138; StDev 1445928.2346907477;

Variable Format: numeric

Notes: UNF:6:GoNbDnM71krZJV4QpUNCvA==

f13985941 Location:

Summary Statistics: Min. 2.0; Valid 10000.0; Mean 3.001799999999999; StDev 0.8205267127941153; Max. 4.0

Variable Format: numeric

Notes: UNF:6:mZOKYViSHX0y6v11WW9ruA==

f13985941 Location:

Variable Format: character

Notes: UNF:6:pUdzO8jAQCz/47MzzOYcsA==

f13985941 Location:

Variable Format: character

Notes: UNF:6:55SLrv82CxZAIhlx1IPHXQ==

f13985941 Location:

Summary Statistics: StDev 2176.5960472852703; Valid 10000.0; Mean 3609.241200000001; Max. 9999.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:YEOB16BD/yowSEtFFJNLVQ==

f13985941 Location:

Summary Statistics: Min. 1.0; StDev 2195.887931944026; Mean 3609.4066000000034; Max. 9995.0; Valid 10000.0

Variable Format: numeric

Notes: UNF:6:4CJ1h09U9+XqSQNdS2HiLg==

f13985941 Location:

Summary Statistics: Mean 2900.772090922774; Valid 6643.0; StDev 1639.3455256981586; Max. 9764.0; Min. 2.0

Variable Format: numeric

Notes: UNF:6:vx3lUPpnAbBn5Ehtt4Ixiw==

f13985941 Location:

Summary Statistics: StDev 0.3005313143584909; Max. 2.2244; Min. 0.0089; Mean 1.00179683; Valid 10000.0;

Variable Format: numeric

Notes: UNF:6:bY99pwyB2ilhYDn15pYKjQ==

f13985941 Location:

Summary Statistics: Valid 10000.0; StDev 1.0104212837175917; Min. 0.1528; Mean 3.50644691; Max. 7.2713;

Variable Format: numeric

Notes: UNF:6:l1EKAOWmXrNNSkAFrGqlaw==

f13985941 Location:

Summary Statistics: Min. 0.0; Max. 6.3425; Valid 10000.0; Mean 2.50726418; StDev 1.0487933006973702;

Variable Format: numeric

Notes: UNF:6:3BgInfeClEV1YMyUdqshkw==

f13985941 Location:

Summary Statistics: StDev 0.01409477343838837; Valid 10000.0; Min. 0.001001; Max. 0.049992; Mean 0.0254045577;

Variable Format: numeric

Notes: UNF:6:UFlkvAHIpzDEmDESdlFKqA==

f13985941 Location:

Summary Statistics: Min. 98.85; Valid 10000.0; Max. 471.66; StDev 49.916671075439304; Mean 280.784244

Variable Format: numeric

Notes: UNF:6:dpB/R9BsKsQN1lbgrk17yg==

f13985941 Location:

Variable Format: character

Notes: UNF:6:/28OuWQt3a127dP7cOUEIw==

f13985941 Location:

Summary Statistics: Min. 0.7; Mean 0.84990496; Valid 10000.0; Max. 1.0; StDev 0.08703404438429023

Variable Format: numeric

Notes: UNF:6:ckiyQKYdU+bZ0fCdbmySTw==

f13985941 Location:

Variable Format: character

Notes: UNF:6:pbWlvYAmHVDSf/gMvKwjFg==

f13985950 Location:

Variable Format: character

Notes: UNF:6:d5GiLYN9IFSYNqkKdftUgw==

f13985950 Location:

Variable Format: character

Notes: UNF:6:Pc/EK3VS0grtSa9sJsC8PA==

f13985950 Location:

Variable Format: character

Notes: UNF:6:uiSz+Bgp+lR0IFBMbmB2+A==

f13985950 Location:

Variable Format: character

Notes: UNF:6:jh38tTlVD8d1zIHIZa4I+Q==

f13985950 Location:

Variable Format: character

Notes: UNF:6:MLCiQnDZq0ii7CgP6X6vaQ==

f13985950 Location:

Summary Statistics: Min. 5.0; StDev 14.895891412676486; Valid 15000.0; Max. 103.41; Mean 45.057478;

Variable Format: numeric

Notes: UNF:6:E6CIS2HAHkGhX0y9p1VaIQ==

f13985950 Location:

Summary Statistics: StDev 39.46146597422702; Mean 101.51089333333333; Min. 7.52; Max. 270.59; Valid 15000.0

Variable Format: numeric

Notes: UNF:6:PorbGqAy2DFyhh6+4WkL2w==

f13985950 Location:

Summary Statistics: Max. 99.9899; Valid 15000.0; StDev 0.43092317829942245; Mean 99.24861540666667; Min. 98.5

Variable Format: numeric

Notes: UNF:6:4jeEkj1qBomxhOn6lzJPCQ==

f13985950 Location:

Summary Statistics: Min. 100012.48; Max. 9.9997788383E8; StDev 2.051235034225415E8; Mean 1.07512590807532E8; Valid 15000.0

Variable Format: numeric

Notes: UNF:6:Ixlaw+yfb1Vq5pm06eed3w==

f13985950 Location:

Summary Statistics: Max. 3.0132; Mean 1.0104496466666668; Min. 1.0E-4; StDev 0.48270833676361996; Valid 15000.0

Variable Format: numeric

Notes: UNF:6:w4DsRbTOKxwjE9D2VB8B+Q==

f13985950 Location:

Summary Statistics: Mean 2.02146066; Max. 5.8197; Valid 15000.0; StDev 0.9675414943383981; Min. 5.0E-4

Variable Format: numeric

Notes: UNF:6:dwyRWDTS9aE7ylOEbonTxg==

f13985950 Location:

Summary Statistics: Max. 0.014999; Min. 5.02E-4; Mean 0.007743396133333334; StDev 0.004194192472381063; Valid 15000.0

Variable Format: numeric

Notes: UNF:6:6Mt9Le9kUYH8K8pZsoN42Q==

f13985950 Location:

Summary Statistics: Min. 14.0; Mean 25019.37613333331; Valid 15000.0; Max. 49992.0; StDev 14358.207889737156

Variable Format: numeric

Notes: UNF:6:F0zem4XONqEnXK/e6f5OMw==

f13985950 Location:

Summary Statistics: StDev 8.534575720525078; Max. 29.9972; Mean 15.268137446666668; Min. 0.5064; Valid 15000.0

Variable Format: numeric

Notes: UNF:6:q2doXuxZ3rVuGx/j4wm5dw==

f13985950 Location:

Summary Statistics: Valid 15000.0; Min. 218852.54; Max. 1.90599616198E10; StDev 2.527697708065403E9; Mean 1.1723200233729334E9

Variable Format: numeric

Notes: UNF:6:xdXmF47qJIC3iDnotK2cog==

f13985950 Location:

Summary Statistics: StDev 0.10934449779816871; Mean 0.7898784466666666; Min. 0.6; Valid 15000.0; Max. 0.98;

Variable Format: numeric

Notes: UNF:6:V+6gr0uhW+jwVWNMoIOkvg==

f13985950 Location:

Variable Format: character

Notes: UNF:6:rBP++PTZrcNRIvqKHZNWow==

f13985942 Location:

Variable Format: character

Notes: UNF:6:dXAreDOJGZpuLgO52vKbFA==

f13985942 Location:

Variable Format: character

Notes: UNF:6:O/9P8w4kSz704m4evCtESQ==

f13985942 Location:

Variable Format: character

Notes: UNF:6:XzU3pH+oAFsXPl7qq2d97Q==

f13985942 Location:

Variable Format: character

Notes: UNF:6:7leRD5m9baoXCcFm1ju5qQ==

f13985942 Location:

Variable Format: character

Notes: UNF:6:UneoTP9YF6v3+fHGs5RqLw==

f13985942 Location:

Summary Statistics: Max. 4999.994318; Min. 0.023814; StDev 1665.404316626645; Mean 1618.4484375203099; Valid 100000.0;

Variable Format: numeric

Notes: UNF:6:zgDx52f/XyC2+pUB9Ko+AA==

f13985942 Location:

Summary Statistics: StDev 1.9061107888265243E8; Mean 8.760295207261151E7; Valid 100000.0; Max. 9.9978295146E8; Min. 10000.36

Variable Format: numeric

Notes: UNF:6:6OPbMmBqL0KnrAK9zhLAUg==

f13985942 Location:

Summary Statistics: Valid 100000.0; Mean 2.211418548; Max. 10.9856; StDev 1.9306928405256203; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:dGXf9kdWHh28o0Ol/gsnyQ==

f13985942 Location:

Summary Statistics: Valid 100000.0; Mean 0.00759558598; Min. 2.0E-4; Max. 0.015; StDev 0.004279128955172209;

Variable Format: numeric

Notes: UNF:6:xnm3yk5O4Z3xHL58M/tw2Q==

f13985942 Location:

Summary Statistics: StDev 14.950949529947419; Valid 100000.0; Max. 119.2; Min. 5.0; Mean 45.0668127

Variable Format: numeric

Notes: UNF:6:iZG5CLN2+vpVBENIHcjGCw==

f13985942 Location:

Summary Statistics: Valid 100000.0; Mean 122.30982400000003; Max. 471.7; Min. 0.0; StDev 75.47294687864287;

Variable Format: numeric

Notes: UNF:6:5gME2g9LlJ/sn9L7vP5RPw==

f13985942 Location:

Variable Format: character

Notes: UNF:6:6+WjEklvONptyjxZ6l12zQ==

f13985942 Location:

Variable Format: character

Notes: UNF:6:WkkpT0OwvFU/qhqYOoQTwQ==

f13985942 Location:

Summary Statistics: Min. 99.0; Valid 100000.0; Max. 99.99; StDev 0.28551098589956775; Mean 99.495798521

Variable Format: numeric

Notes: UNF:6:7m4sVyCMPnjrC9FsJOB7ww==

f13985942 Location:

Summary Statistics: Max. 4.9679289061E8; StDev 6.213490848509769E7; Min. 1018.43; Mean 2.6268301543445304E7; Valid 100000.0

Variable Format: numeric

Notes: UNF:6:5LHeNrcjD6hNXjikszZZnQ==

f13985942 Location:

Summary Statistics: Max. 30.0; Mean 12.300288899999998; StDev 9.179098795202284; Min. 0.5; Valid 100000.0

Variable Format: numeric

Notes: UNF:6:8xkeWt9Mp4YYGmZQpy0R5A==

f13985942 Location:

Variable Format: character

Notes: UNF:6:81O2+QuJHZsU7+QSJjZhEw==

Label:

CODEBOOK.txt

text/plain

Label:

ganji-defi-sor-final.pdf

application/pdf

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Ganji_DeFi_SOR_Research_Analysis.ipynb

application/x-ipynb+json

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generate_sor_dataset.js

text/javascript

Label:

README.txt

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