{
  "status": "24 of 24 complete months certified within frozen contract perimeter.",
  "history_complete": true,
  "scope": "Destination in frozen 34-contract registry OR persisted log from registry; deduplicated per transaction. Not verified corporate expenditure.",
  "corporate_funding_verified": false,
  "method": "Integer gas_used \u00d7 effective_gas_price in wei, deduplicated within canonical block. Contiguous range checkpoints; daily fee valuations use frozen daily prices.",
  "retention": "Exact reductions and response hashes retained; full raw receipt stream discarded after aggregation. This is an indexed census, not a retained billion-row transaction export.",
  "months": [
    {
      "month": "2024-10",
      "scopes": {
        "union": {
          "transactions": 7105410,
          "gas_used": 2586842063141,
          "fees_wei": "322676900650500304011062",
          "failed_transactions": 5512,
          "failed_fees_wei": "487221781106989082783",
          "fees_pol": "322676.900650500304011062",
          "fees_usd_daily_marks": "113255.47963537074569871475326585886706118",
          "distinct_fee_payers": 7391
        },
        "direct": {
          "transactions": 1254572,
          "gas_used": 430707456750,
          "fees_wei": "47685826693696566699421",
          "failed_transactions": 5512,
          "failed_fees_wei": "487221781106989082783",
          "fees_pol": "47685.826693696566699421",
          "fees_usd_daily_marks": "16949.65518448460226019020201438102878592",
          "distinct_fee_payers": 4509
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      },
      "fromBlock": 62479906,
      "toBlock": 63732940,
      "insights": {
        "label": "2024-10",
        "months": [
          "2024-10"
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        "complete": true,
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          "transactions": 7105410,
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          "fees_wei_exact": "322676900650500304011062",
          "fees_pol_exact": "322676.900650500304011062",
          "fees_pol": 322676.9006505003,
          "fees_usd_daily_marks_decimal": "113255.47963537074569871475326585886706118",
          "fees_usd": 113255.47963537075,
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          "failed_fees_wei_exact": "487221781106989082783",
          "failed_fees_pol": 487.22178110698906,
          "failed_fees_usd_daily_marks_decimal": "167.72294618754320311883673013019776244",
          "failed_fees_usd": 167.72294618754322,
          "gas_per_transaction": 364066.5441038589,
          "fee_pol_per_transaction": 0.045412847485296455,
          "fee_usd_per_transaction": 0.01593933068399582,
          "gas_weighted_effective_gas_price_gwei": 124.73776627039186,
          "fee_weighted_pol_price_usd": 0.35098725507482387,
          "included_failure_transaction_share": 0.0007757469308597252,
          "included_failure_native_fee_share": 0.0015099369682948318
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        "direct": {
          "transactions": 1254572,
          "gas_used": 430707456750,
          "fees_wei_exact": "47685826693696566699421",
          "fees_pol_exact": "47685.826693696566699421",
          "fees_pol": 47685.82669369657,
          "fees_usd_daily_marks_decimal": "16949.65518448460226019020201438102878592",
          "fees_usd": 16949.655184484604,
          "failed_transactions": 5512,
          "failed_fees_wei_exact": "487221781106989082783",
          "failed_fees_pol": 487.22178110698906,
          "failed_fees_usd_daily_marks_decimal": "167.72294618754320311883673013019776244",
          "failed_fees_usd": 167.72294618754322,
          "gas_per_transaction": 343310.2737427585,
          "fee_pol_per_transaction": 0.03800963730554848,
          "fee_usd_per_transaction": 0.013510308841967302,
          "gas_weighted_effective_gas_price_gwei": 110.71511752668668,
          "fee_weighted_pol_price_usd": 0.355444297806944,
          "included_failure_transaction_share": 0.004393530223853234,
          "included_failure_native_fee_share": 0.010217329023917148
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        "price": {
          "observation_days": 31,
          "daily_arithmetic_mean_usd": 0.3636228450858247,
          "fee_weighted_mean_usd": 0.35098725507482387,
          "daily_min_usd": 0.32494,
          "daily_max_usd": 0.40308
        },
        "verified_block_coverage": {
          "requested_from_block": 62479906,
          "requested_to_block": 63732940,
          "verified_contiguous_through_block": 63732940,
          "checkpoint_count": 596
        },
        "month_over_month": null,
        "year_over_year": null,
        "daily_fluctuations": {
          "largest_native_fee_day": {
            "day": "2024-10-31",
            "transactions": 571965,
            "gas_used": 215159251446,
            "fees_wei_exact": "49181765147418395661372",
            "fees_pol_exact": "49181.765147418395661372",
            "fees_pol": 49181.765147418395,
            "fees_usd_daily_marks_decimal": "15981.12276700213348620621768",
            "fees_usd": 15981.122767002133,
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            "failed_fees_wei_exact": "26447625514345298415",
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            "failed_fees_usd_daily_marks_decimal": "8.59389143463136126697010",
            "failed_fees_usd": 8.593891434631361,
            "gas_per_transaction": 376175.55522802967,
            "fee_pol_per_transaction": 0.08598736836592867,
            "fee_usd_per_transaction": 0.027940735476824866,
            "gas_weighted_effective_gas_price_gwei": 228.58308353876146,
            "fee_weighted_pol_price_usd": 0.32494,
            "included_failure_transaction_share": 0.00025526037432360374,
            "included_failure_native_fee_share": 0.0005377526698171703
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          "largest_usd_valuation_day": {
            "day": "2024-10-31",
            "transactions": 571965,
            "gas_used": 215159251446,
            "fees_wei_exact": "49181765147418395661372",
            "fees_pol_exact": "49181.765147418395661372",
            "fees_pol": 49181.765147418395,
            "fees_usd_daily_marks_decimal": "15981.12276700213348620621768",
            "fees_usd": 15981.122767002133,
            "failed_transactions": 146,
            "failed_fees_wei_exact": "26447625514345298415",
            "failed_fees_pol": 26.447625514345297,
            "failed_fees_usd_daily_marks_decimal": "8.59389143463136126697010",
            "failed_fees_usd": 8.593891434631361,
            "gas_per_transaction": 376175.55522802967,
            "fee_pol_per_transaction": 0.08598736836592867,
            "fee_usd_per_transaction": 0.027940735476824866,
            "gas_weighted_effective_gas_price_gwei": 228.58308353876146,
            "fee_weighted_pol_price_usd": 0.32494,
            "included_failure_transaction_share": 0.00025526037432360374,
            "included_failure_native_fee_share": 0.0005377526698171703
          },
          "largest_day_native_fee_share": 0.15241799164511138,
          "five_largest_days_native_fee_share": 0.47273251734048527,
          "daily_population_coefficient_of_variation": {
            "transactions": 0.5312764129847831,
            "fees_pol": 1.0729207258302502,
            "fees_usd": 0.9990548916023442,
            "fee_pol_per_transaction": 0.45874771143784693,
            "gas_weighted_effective_gas_price_gwei": 0.4725306775299915
          },
          "volatility_interpretation": "Population standard deviation divided by daily mean within this completed month; observed fluctuation, not a sampling confidence interval."
        }
      }
    },
    {
      "month": "2024-11",
      "scopes": {
        "union": {
          "transactions": 8004832,
          "gas_used": 2899655992300,
          "fees_wei": "542534950750193875827301",
          "failed_transactions": 3939,
          "failed_fees_wei": "1032750120115375354781",
          "fees_pol": "542534.950750193875827301",
          "fees_usd_daily_marks": "200530.8785335704769954455777713401698616",
          "distinct_fee_payers": 5873
        },
        "direct": {
          "transactions": 2188923,
          "gas_used": 718337270640,
          "fees_wei": "152351171101540580551779",
          "failed_transactions": 3939,
          "failed_fees_wei": "1032750120115375354781",
          "fees_pol": "152351.171101540580551779",
          "fees_usd_daily_marks": "55833.62601141904730804889178684515141214",
          "distinct_fee_payers": 5333
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      },
      "fromBlock": 63732941,
      "toBlock": 64932348,
      "insights": {
        "label": "2024-11",
        "months": [
          "2024-11"
        ],
        "complete": true,
        "union": {
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          "fees_wei_exact": "542534950750193875827301",
          "fees_pol_exact": "542534.950750193875827301",
          "fees_pol": 542534.9507501939,
          "fees_usd_daily_marks_decimal": "200530.8785335704769954455777713401698616",
          "fees_usd": 200530.87853357047,
          "failed_transactions": 3939,
          "failed_fees_wei_exact": "1032750120115375354781",
          "failed_fees_pol": 1032.7501201153755,
          "failed_fees_usd_daily_marks_decimal": "354.79708706007408920354673808511872665",
          "failed_fees_usd": 354.7970870600741,
          "gas_per_transaction": 362238.20716037514,
          "fee_pol_per_transaction": 0.06777593218073708,
          "fee_usd_per_transaction": 0.025051228874456138,
          "gas_weighted_effective_gas_price_gwei": 187.10321230893894,
          "fee_weighted_pol_price_usd": 0.3696183596214125,
          "included_failure_transaction_share": 0.0004920777850178492,
          "included_failure_native_fee_share": 0.0019035642195720905
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        "direct": {
          "transactions": 2188923,
          "gas_used": 718337270640,
          "fees_wei_exact": "152351171101540580551779",
          "fees_pol_exact": "152351.171101540580551779",
          "fees_pol": 152351.1711015406,
          "fees_usd_daily_marks_decimal": "55833.62601141904730804889178684515141214",
          "fees_usd": 55833.626011419045,
          "failed_transactions": 3939,
          "failed_fees_wei_exact": "1032750120115375354781",
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          "failed_fees_usd_daily_marks_decimal": "354.79708706007408920354673808511872665",
          "failed_fees_usd": 354.7970870600741,
          "gas_per_transaction": 328169.2734920324,
          "fee_pol_per_transaction": 0.06960097321903995,
          "fee_usd_per_transaction": 0.025507350423664536,
          "gas_weighted_effective_gas_price_gwei": 212.08863486340317,
          "fee_weighted_pol_price_usd": 0.3664797953814643,
          "included_failure_transaction_share": 0.0017995151040032017,
          "included_failure_native_fee_share": 0.00677874749926968
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        "price": {
          "observation_days": 30,
          "daily_arithmetic_mean_usd": 0.4267031790074427,
          "fee_weighted_mean_usd": 0.3696183596214125,
          "daily_min_usd": 0.298726,
          "daily_max_usd": 0.592595
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        "verified_block_coverage": {
          "requested_from_block": 63732941,
          "requested_to_block": 64932348,
          "verified_contiguous_through_block": 64932348,
          "checkpoint_count": 670
        },
        "month_over_month": {
          "label": "Month over month",
          "from": "2024-10",
          "to": "2024-11",
          "change_fraction": {
            "transactions": 0.12658270247600067,
            "fees_pol": 0.6813566439260785,
            "fees_usd": 0.770606412856891,
            "gas_per_transaction": -0.005021985604264034,
            "fee_usd_per_transaction": 0.5716612805837129,
            "gas_weighted_effective_gas_price_gwei": 0.4999724454208887,
            "fee_weighted_pol_price_usd": 0.0530819973580432
          },
          "direct_change_fraction": {
            "transactions": 0.7447567776102129,
            "fees_pol": 2.1948941994892457,
            "fees_usd": 2.2940862456321884,
            "gas_per_transaction": -0.04410296285531856,
            "fee_usd_per_transaction": 0.8879916604445504,
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            "fee_weighted_pol_price_usd": 0.03104705193643076
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          "fee_change_decomposition": {
            "method": "Logarithmic mean Divisia index (LMDI), exact multiplicative accounting identity",
            "formula": "USD = transaction_count \u00d7 gas_per_transaction \u00d7 effective_gas_price_gwei \u00d7 fee_weighted_POL_price_USD / 1e9; contribution_i = logarithmic_mean(USD_from,USD_to) \u00d7 ln(factor_to/factor_from)",
            "interpretation": "Accounting contributions, not causal effects. Gas/transaction includes operation mix; gas price and fee-weighted token price include transaction timing and fee weights.",
            "union": {
              "observed_usd_change": 87275.39889819972,
              "factor_ratios": {
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                "gas_per_transaction": 0.994978014395736,
                "effective_native_gas_price": 1.4999724454208887,
                "fee_weighted_token_dollar_price": 1.0530819973580432
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              "additive_usd_contributions_lmdi": {
                "transaction_count": 18207.344584404775,
                "gas_per_transaction": -769.0934021909615,
                "effective_native_gas_price": 61936.2110778676,
                "fee_weighted_token_dollar_price": 7900.9366381182945
              },
              "arithmetic_residual_usd": 1.4551915228366852e-11
            },
            "direct": {
              "observed_usd_change": 38883.97082693444,
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              "additive_usd_contributions_lmdi": {
                "transaction_count": 18155.259333909562,
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                "effective_native_gas_price": 21202.64780060074,
                "fee_weighted_token_dollar_price": 997.2674247562617
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              "arithmetic_residual_usd": 0.0
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        },
        "year_over_year": null,
        "daily_fluctuations": {
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            "failed_fees_usd": 231.29223120619469,
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            "fee_usd_per_transaction": 0.12623375054083616,
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            "fee_weighted_pol_price_usd": 0.328293,
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            "included_failure_native_fee_share": 0.0043493567063406435
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          "largest_usd_valuation_day": {
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            "failed_fees_wei_exact": "704529890086583268949",
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            "failed_fees_usd_daily_marks_decimal": "231.292231206194681113074057",
            "failed_fees_usd": 231.29223120619469,
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            "fee_pol_per_transaction": 0.38451551065918604,
            "fee_usd_per_transaction": 0.12623375054083616,
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            "included_failure_transaction_share": 0.0010895625133524817,
            "included_failure_native_fee_share": 0.0043493567063406435
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          "largest_day_native_fee_share": 0.2985703482354633,
          "five_largest_days_native_fee_share": 0.5696125607019318,
          "daily_population_coefficient_of_variation": {
            "transactions": 0.31871701955443,
            "fees_pol": 1.5905125920083987,
            "fees_usd": 1.3873399086155884,
            "fee_pol_per_transaction": 1.147234718031712,
            "gas_weighted_effective_gas_price_gwei": 1.1427082886946083
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          "volatility_interpretation": "Population standard deviation divided by daily mean within this completed month; observed fluctuation, not a sampling confidence interval."
        }
      }
    },
    {
      "month": "2024-12",
      "scopes": {
        "union": {
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      "fromBlock": 64932349,
      "toBlock": 66158917,
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        "label": "2024-12",
        "months": [
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        "complete": true,
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          "fee_pol_per_transaction": 0.039790303151719886,
          "fee_usd_per_transaction": 0.021324674435423626,
          "gas_weighted_effective_gas_price_gwei": 128.52943303053897,
          "fee_weighted_pol_price_usd": 0.5359264128778546,
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          "included_failure_native_fee_share": 0.002860382043270047
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        "price": {
          "observation_days": 31,
          "daily_arithmetic_mean_usd": 0.5734930054626044,
          "fee_weighted_mean_usd": 0.5153348394391294,
          "daily_min_usd": 0.415606,
          "daily_max_usd": 0.739075
        },
        "verified_block_coverage": {
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          "requested_to_block": 66158917,
          "verified_contiguous_through_block": 66158917,
          "checkpoint_count": 637
        },
        "month_over_month": {
          "label": "Month over month",
          "from": "2024-11",
          "to": "2024-12",
          "change_fraction": {
            "transactions": 0.35165497539486146,
            "fees_pol": 0.08931585755756544,
            "fees_usd": 0.5187622528488842,
            "gas_per_transaction": -0.011619893226846534,
            "fee_usd_per_transaction": 0.12363160754482139,
            "gas_weighted_effective_gas_price_gwei": -0.18461262507319232,
            "fee_weighted_pol_price_usd": 0.3942349616154601
          },
          "direct_change_fraction": {
            "transactions": 0.3346522467898596,
            "fees_pol": -0.23699030278264976,
            "fees_usd": 0.1157969830098704,
            "gas_per_transaction": -0.056641557358742434,
            "fee_usd_per_transaction": -0.16397924201333025,
            "gas_weighted_effective_gas_price_gwei": -0.3939824587332601,
            "fee_weighted_pol_price_usd": 0.4623627813370048
          },
          "fee_change_decomposition": {
            "method": "Logarithmic mean Divisia index (LMDI), exact multiplicative accounting identity",
            "formula": "USD = transaction_count \u00d7 gas_per_transaction \u00d7 effective_gas_price_gwei \u00d7 fee_weighted_POL_price_USD / 1e9; contribution_i = logarithmic_mean(USD_from,USD_to) \u00d7 ln(factor_to/factor_from)",
            "interpretation": "Accounting contributions, not causal effects. Gas/transaction includes operation mix; gas price and fee-weighted token price include transaction timing and fee weights.",
            "union": {
              "observed_usd_change": 104027.85031384099,
              "factor_ratios": {
                "transaction_count": 1.3516549753948615,
                "gas_per_transaction": 0.9883801067731535,
                "effective_native_gas_price": 0.8153873749268077,
                "fee_weighted_token_dollar_price": 1.3942349616154601
              },
              "additive_usd_contributions_lmdi": {
                "transaction_count": 75010.78947417704,
                "gas_per_transaction": -2909.506914162293,
                "effective_native_gas_price": -50805.13948265967,
                "fee_weighted_token_dollar_price": 82731.70723648589
              },
              "arithmetic_residual_usd": 2.9103830456733704e-11
            },
            "direct": {
              "observed_usd_change": 6465.365442623748,
              "factor_ratios": {
                "transaction_count": 1.3346522467898596,
                "gas_per_transaction": 0.9433584426412576,
                "effective_native_gas_price": 0.6060175412667399,
                "fee_weighted_token_dollar_price": 1.4623627813370048
              },
              "additive_usd_contributions_lmdi": {
                "transaction_count": 17033.678875953552,
                "gas_per_transaction": -3440.6535178689787,
                "effective_native_gas_price": -29553.58413184318,
                "fee_weighted_token_dollar_price": 22425.924216382344
              },
              "arithmetic_residual_usd": 1.2732925824820995e-11
            }
          }
        },
        "year_over_year": null,
        "daily_fluctuations": {
          "largest_native_fee_day": {
            "day": "2024-12-23",
            "transactions": 570873,
            "gas_used": 214519274364,
            "fees_wei_exact": "95922525793457443522557",
            "fees_pol_exact": "95922.525793457443522557",
            "fees_pol": 95922.52579345745,
            "fees_usd_daily_marks_decimal": "45902.573648149538108397381666",
            "fees_usd": 45902.57364814954,
            "failed_transactions": 208,
            "failed_fees_wei_exact": "38422315910476332912",
            "failed_fees_pol": 38.422315910476335,
            "failed_fees_usd_daily_marks_decimal": "18.386538211167523399042656",
            "failed_fees_usd": 18.386538211167522,
            "gas_per_transaction": 375774.0764828605,
            "fee_pol_per_transaction": 0.1680277851526652,
            "fee_usd_per_transaction": 0.0804076802513861,
            "gas_weighted_effective_gas_price_gwei": 447.15108270734896,
            "fee_weighted_pol_price_usd": 0.478538,
            "included_failure_transaction_share": 0.00036435424341315845,
            "included_failure_native_fee_share": 0.0004005557150695566
          },
          "largest_usd_valuation_day": {
            "day": "2024-12-23",
            "transactions": 570873,
            "gas_used": 214519274364,
            "fees_wei_exact": "95922525793457443522557",
            "fees_pol_exact": "95922.525793457443522557",
            "fees_pol": 95922.52579345745,
            "fees_usd_daily_marks_decimal": "45902.573648149538108397381666",
            "fees_usd": 45902.57364814954,
            "failed_transactions": 208,
            "failed_fees_wei_exact": "38422315910476332912",
            "failed_fees_pol": 38.422315910476335,
            "failed_fees_usd_daily_marks_decimal": "18.386538211167523399042656",
            "failed_fees_usd": 18.386538211167522,
            "gas_per_transaction": 375774.0764828605,
            "fee_pol_per_transaction": 0.1680277851526652,
            "fee_usd_per_transaction": 0.0804076802513861,
            "gas_weighted_effective_gas_price_gwei": 447.15108270734896,
            "fee_weighted_pol_price_usd": 0.478538,
            "included_failure_transaction_share": 0.00036435424341315845,
            "included_failure_native_fee_share": 0.0004005557150695566
          },
          "largest_day_native_fee_share": 0.16230767581491132,
          "five_largest_days_native_fee_share": 0.5702229467123445,
          "daily_population_coefficient_of_variation": {
            "transactions": 0.4194447262229537,
            "fees_pol": 1.2546717690797784,
            "fees_usd": 1.169743118679895,
            "fee_pol_per_transaction": 0.9095081454982739,
            "gas_weighted_effective_gas_price_gwei": 0.8713148587992863
          },
          "volatility_interpretation": "Population standard deviation divided by daily mean within this completed month; observed fluctuation, not a sampling confidence interval."
        }
      }
    },
    {
      "month": "2025-01",
      "scopes": {
        "union": {
          "transactions": 7233062,
          "gas_used": 2645926312898,
          "fees_wei": "188546726468249299984327",
          "failed_transactions": 21945,
          "failed_fees_wei": "861243859869337931956",
          "fees_pol": "188546.726468249299984327",
          "fees_usd_daily_marks": "87822.252171246560227991440742",
          "distinct_fee_payers": 12877
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        "direct": {
          "transactions": 2563103,
          "gas_used": 854328176529,
          "fees_wei": "68200483653059982392505",
          "failed_transactions": 21945,
          "failed_fees_wei": "861243859869337931956",
          "fees_pol": "68200.483653059982392505",
          "fees_usd_daily_marks": "31509.195575177439748044484973",
          "distinct_fee_payers": 9995
        }
      },
      "fromBlock": 66158918,
      "toBlock": 67387132,
      "insights": {
        "label": "2025-01",
        "months": [
          "2025-01"
        ],
        "complete": true,
        "union": {
          "transactions": 7233062,
          "gas_used": 2645926312898,
          "fees_wei_exact": "188546726468249299984327",
          "fees_pol_exact": "188546.726468249299984327",
          "fees_pol": 188546.7264682493,
          "fees_usd_daily_marks_decimal": "87822.252171246560227991440742",
          "fees_usd": 87822.25217124655,
          "failed_transactions": 21945,
          "failed_fees_wei_exact": "861243859869337931956",
          "failed_fees_pol": 861.2438598693379,
          "failed_fees_usd_daily_marks_decimal": "395.882881319058303016420696",
          "failed_fees_usd": 395.8828813190583,
          "gas_per_transaction": 365809.9865448409,
          "fee_pol_per_transaction": 0.02606734554027731,
          "fee_usd_per_transaction": 0.012141780641621289,
          "gas_weighted_effective_gas_price_gwei": 71.25925070140747,
          "fee_weighted_pol_price_usd": 0.4657850805276938,
          "included_failure_transaction_share": 0.0030339847771248193,
          "included_failure_native_fee_share": 0.004567800650807739
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        "direct": {
          "transactions": 2563103,
          "gas_used": 854328176529,
          "fees_wei_exact": "68200483653059982392505",
          "fees_pol_exact": "68200.483653059982392505",
          "fees_pol": 68200.48365305999,
          "fees_usd_daily_marks_decimal": "31509.195575177439748044484973",
          "fees_usd": 31509.19557517744,
          "failed_transactions": 21945,
          "failed_fees_wei_exact": "861243859869337931956",
          "failed_fees_pol": 861.2438598693379,
          "failed_fees_usd_daily_marks_decimal": "395.882881319058303016420696",
          "failed_fees_usd": 395.8828813190583,
          "gas_per_transaction": 333317.9261734702,
          "fee_pol_per_transaction": 0.026608561440199626,
          "fee_usd_per_transaction": 0.012293378602099657,
          "gas_weighted_effective_gas_price_gwei": 79.8293741523869,
          "fee_weighted_pol_price_usd": 0.4620083889062523,
          "included_failure_transaction_share": 0.008561887680674557,
          "included_failure_native_fee_share": 0.01262811953432087
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        "price": {
          "observation_days": 31,
          "daily_arithmetic_mean_usd": 0.45793048387096774,
          "fee_weighted_mean_usd": 0.4657850805276938,
          "daily_min_usd": 0.397637,
          "daily_max_usd": 0.521635
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        "verified_block_coverage": {
          "requested_from_block": 66158918,
          "requested_to_block": 67387132,
          "verified_contiguous_through_block": 67387132,
          "checkpoint_count": 607
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        "month_over_month": {
          "label": "Month over month",
          "from": "2024-12",
          "to": "2025-01",
          "change_fraction": {
            "transactions": -0.33149583295247187,
            "fees_pol": -0.680965646990306,
            "fees_usd": -0.7116409944853466,
            "gas_per_transaction": 0.021732730732215932,
            "fee_usd_per_transaction": -0.5686503993113445,
            "gas_weighted_effective_gas_price_gwei": -0.5329148878597474,
            "fee_weighted_pol_price_usd": -0.096150609505392
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          "direct_change_fraction": {
            "transactions": -0.12266096539014348,
            "fees_pol": -0.4133060631056602,
            "fees_usd": -0.494226233206016,
            "gas_per_transaction": 0.07667347762188181,
            "fee_usd_per_transaction": -0.4235138904780451,
            "gas_weighted_effective_gas_price_gwei": -0.3789019972303215,
            "fee_weighted_pol_price_usd": -0.1379256968781818
          },
          "fee_change_decomposition": {
            "method": "Logarithmic mean Divisia index (LMDI), exact multiplicative accounting identity",
            "formula": "USD = transaction_count \u00d7 gas_per_transaction \u00d7 effective_gas_price_gwei \u00d7 fee_weighted_POL_price_USD / 1e9; contribution_i = logarithmic_mean(USD_from,USD_to) \u00d7 ln(factor_to/factor_from)",
            "interpretation": "Accounting contributions, not causal effects. Gas/transaction includes operation mix; gas price and fee-weighted token price include transaction timing and fee weights.",
            "union": {
              "observed_usd_change": -216736.4766761649,
              "factor_ratios": {
                "transaction_count": 0.6685041670475281,
                "gas_per_transaction": 1.021732730732216,
                "effective_native_gas_price": 0.4670851121402526,
                "fee_weighted_token_dollar_price": 0.903849390494608
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              "additive_usd_contributions_lmdi": {
                "transaction_count": -70188.24242822712,
                "gas_per_transaction": 3747.195726893358,
                "effective_native_gas_price": -132676.1487457139,
                "fee_weighted_token_dollar_price": -17619.281229117256
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              "arithmetic_residual_usd": 0.0
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            "direct": {
              "observed_usd_change": -30789.795878865352,
              "factor_ratios": {
                "transaction_count": 0.8773390346098565,
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                "fee_weighted_token_dollar_price": 0.8620743031218182
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              "additive_usd_contributions_lmdi": {
                "transaction_count": -5910.825117065023,
                "gas_per_transaction": 3336.873138168848,
                "effective_native_gas_price": -21512.220290152247,
                "fee_weighted_token_dollar_price": -6703.623609816933
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              "arithmetic_residual_usd": 0.0
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          }
        },
        "year_over_year": null,
        "daily_fluctuations": {
          "largest_native_fee_day": {
            "day": "2025-01-20",
            "transactions": 290202,
            "gas_used": 106297233550,
            "fees_wei_exact": "35869931964273641628741",
            "fees_pol_exact": "35869.931964273641628741",
            "fees_pol": 35869.931964273645,
            "fees_usd_daily_marks_decimal": "16749.751690173291147673639878",
            "fees_usd": 16749.751690173292,
            "failed_transactions": 773,
            "failed_fees_wei_exact": "118592557677836421266",
            "failed_fees_pol": 118.59255767783642,
            "failed_fees_usd_daily_marks_decimal": "55.377743548127139601528828",
            "failed_fees_usd": 55.37774354812714,
            "gas_per_transaction": 366287.04678120755,
            "fee_pol_per_transaction": 0.12360332445770064,
            "fee_usd_per_transaction": 0.05771756118211897,
            "gas_weighted_effective_gas_price_gwei": 337.44934619959963,
            "fee_weighted_pol_price_usd": 0.466958,
            "included_failure_transaction_share": 0.0026636618631160364,
            "included_failure_native_fee_share": 0.0033061829555727706
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          "largest_usd_valuation_day": {
            "day": "2025-01-20",
            "transactions": 290202,
            "gas_used": 106297233550,
            "fees_wei_exact": "35869931964273641628741",
            "fees_pol_exact": "35869.931964273641628741",
            "fees_pol": 35869.931964273645,
            "fees_usd_daily_marks_decimal": "16749.751690173291147673639878",
            "fees_usd": 16749.751690173292,
            "failed_transactions": 773,
            "failed_fees_wei_exact": "118592557677836421266",
            "failed_fees_pol": 118.59255767783642,
            "failed_fees_usd_daily_marks_decimal": "55.377743548127139601528828",
            "failed_fees_usd": 55.37774354812714,
            "gas_per_transaction": 366287.04678120755,
            "fee_pol_per_transaction": 0.12360332445770064,
            "fee_usd_per_transaction": 0.05771756118211897,
            "gas_weighted_effective_gas_price_gwei": 337.44934619959963,
            "fee_weighted_pol_price_usd": 0.466958,
            "included_failure_transaction_share": 0.0026636618631160364,
            "included_failure_native_fee_share": 0.0033061829555727706
          },
          "largest_day_native_fee_share": 0.19024425741124723,
          "five_largest_days_native_fee_share": 0.4646266501495205,
          "daily_population_coefficient_of_variation": {
            "transactions": 0.22925324341913045,
            "fees_pol": 1.0871671080549128,
            "fees_usd": 1.0912508820026179,
            "fee_pol_per_transaction": 0.902562775707786,
            "gas_weighted_effective_gas_price_gwei": 0.9002286170309443
          },
          "volatility_interpretation": "Population standard deviation divided by daily mean within this completed month; observed fluctuation, not a sampling confidence interval."
        }
      }
    },
    {
      "month": "2025-02",
      "scopes": {
        "union": {
          "transactions": 5107539,
          "gas_used": 1876410200782,
          "fees_wei": "150750073136486565937675",
          "failed_transactions": 7730,
          "failed_fees_wei": "967586780495761617364",
          "fees_pol": "150750.073136486565937675",
          "fees_usd_daily_marks": "45516.6736209600317732435378274929344465",
          "distinct_fee_payers": 17998
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        "direct": {
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          "gas_used": 746412390882,
          "fees_wei": "68970709539034290293651",
          "failed_transactions": 7730,
          "failed_fees_wei": "967586780495761617364",
          "fees_pol": "68970.709539034290293651",
          "fees_usd_daily_marks": "20807.8225108897509905149084526406652812",
          "distinct_fee_payers": 4347
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      },
      "fromBlock": 67387133,
      "toBlock": 68495221,
      "insights": {
        "label": "2025-02",
        "months": [
          "2025-02"
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        "complete": true,
        "union": {
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          "gas_used": 1876410200782,
          "fees_wei_exact": "150750073136486565937675",
          "fees_pol_exact": "150750.073136486565937675",
          "fees_pol": 150750.07313648658,
          "fees_usd_daily_marks_decimal": "45516.6736209600317732435378274929344465",
          "fees_usd": 45516.673620960035,
          "failed_transactions": 7730,
          "failed_fees_wei_exact": "967586780495761617364",
          "failed_fees_pol": 967.5867804957617,
          "failed_fees_usd_daily_marks_decimal": "292.2210930826030232393688138357819386",
          "failed_fees_usd": 292.22109308260303,
          "gas_per_transaction": 367380.4939682301,
          "fee_pol_per_transaction": 0.029515207448535696,
          "fee_usd_per_transaction": 0.008911664428007312,
          "gas_weighted_effective_gas_price_gwei": 80.3396150125708,
          "fee_weighted_pol_price_usd": 0.3019346702389325,
          "included_failure_transaction_share": 0.0015134490407219601,
          "included_failure_native_fee_share": 0.006418482992175565
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        "direct": {
          "transactions": 2126357,
          "gas_used": 746412390882,
          "fees_wei_exact": "68970709539034290293651",
          "fees_pol_exact": "68970.709539034290293651",
          "fees_pol": 68970.70953903429,
          "fees_usd_daily_marks_decimal": "20807.8225108897509905149084526406652812",
          "fees_usd": 20807.82251088975,
          "failed_transactions": 7730,
          "failed_fees_wei_exact": "967586780495761617364",
          "failed_fees_pol": 967.5867804957617,
          "failed_fees_usd_daily_marks_decimal": "292.2210930826030232393688138357819386",
          "failed_fees_usd": 292.22109308260303,
          "gas_per_transaction": 351028.7270115037,
          "fee_pol_per_transaction": 0.032436091182729096,
          "fee_usd_per_transaction": 0.009785667463596071,
          "gas_weighted_effective_gas_price_gwei": 92.40295362398109,
          "fee_weighted_pol_price_usd": 0.30169071262219604,
          "included_failure_transaction_share": 0.0036353255826749695,
          "included_failure_native_fee_share": 0.014028952101009653
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        "price": {
          "observation_days": 28,
          "daily_arithmetic_mean_usd": 0.31046440856903634,
          "fee_weighted_mean_usd": 0.3019346702389325,
          "daily_min_usd": 0.259179,
          "daily_max_usd": 0.401965
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        "verified_block_coverage": {
          "requested_from_block": 67387133,
          "requested_to_block": 68495221,
          "verified_contiguous_through_block": 68495221,
          "checkpoint_count": 570
        },
        "month_over_month": {
          "label": "Month over month",
          "from": "2025-01",
          "to": "2025-02",
          "change_fraction": {
            "transactions": -0.2938621292061371,
            "fees_pol": -0.20046305783053509,
            "fees_usd": -0.4817182149666799,
            "gas_per_transaction": 0.004293232774268851,
            "fee_usd_per_transaction": -0.26603315518164894,
            "gas_weighted_effective_gas_price_gwei": 0.12742716520009645,
            "fee_weighted_pol_price_usd": -0.35177256021840175
          },
          "direct_change_fraction": {
            "transactions": -0.17039736600518984,
            "fees_pol": 0.011293554601349953,
            "fees_usd": -0.33962698408962566,
            "gas_per_transaction": 0.05313485848587751,
            "fee_usd_per_transaction": -0.20398876660930954,
            "gas_weighted_effective_gas_price_gwei": 0.15750567513647784,
            "fee_weighted_pol_price_usd": -0.3470016565361259
          },
          "fee_change_decomposition": {
            "method": "Logarithmic mean Divisia index (LMDI), exact multiplicative accounting identity",
            "formula": "USD = transaction_count \u00d7 gas_per_transaction \u00d7 effective_gas_price_gwei \u00d7 fee_weighted_POL_price_USD / 1e9; contribution_i = logarithmic_mean(USD_from,USD_to) \u00d7 ln(factor_to/factor_from)",
            "interpretation": "Accounting contributions, not causal effects. Gas/transaction includes operation mix; gas price and fee-weighted token price include transaction timing and fee weights.",
            "union": {
              "observed_usd_change": -42305.57855028652,
              "factor_ratios": {
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                "gas_per_transaction": 1.0042932327742689,
                "effective_native_gas_price": 1.1274271652000964,
                "fee_weighted_token_dollar_price": 0.6482274397815982
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              "additive_usd_contributions_lmdi": {
                "transaction_count": -22396.82643978219,
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                "effective_native_gas_price": 7720.290832856411,
                "fee_weighted_token_dollar_price": -27904.80213653571
              },
              "arithmetic_residual_usd": 1.4551915228366852e-11
            },
            "direct": {
              "observed_usd_change": -10701.37306428769,
              "factor_ratios": {
                "transaction_count": 0.8296026339948102,
                "gas_per_transaction": 1.0531348584858775,
                "effective_native_gas_price": 1.1575056751364778,
                "fee_weighted_token_dollar_price": 0.6529983434638741
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              "additive_usd_contributions_lmdi": {
                "transaction_count": -4817.700497771826,
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                "effective_native_gas_price": 3772.166540415335,
                "fee_weighted_token_dollar_price": -10990.996060169735
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              "arithmetic_residual_usd": -1.8189894035458565e-12
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          }
        },
        "year_over_year": null,
        "daily_fluctuations": {
          "largest_native_fee_day": {
            "day": "2025-02-03",
            "transactions": 134446,
            "gas_used": 47464385464,
            "fees_wei_exact": "30329782311550452931896",
            "fees_pol_exact": "30329.782311550452931896",
            "fees_pol": 30329.782311550454,
            "fees_usd_daily_marks_decimal": "9355.100034868491005031593616",
            "fees_usd": 9355.10003486849,
            "failed_transactions": 346,
            "failed_fees_wei_exact": "439019381138899706010",
            "failed_fees_pol": 439.0193811388997,
            "failed_fees_usd_daily_marks_decimal": "135.41377203476905871996046",
            "failed_fees_usd": 135.41377203476907,
            "gas_per_transaction": 353036.798893236,
            "fee_pol_per_transaction": 0.2255908120104016,
            "fee_usd_per_transaction": 0.06958258360136033,
            "gas_weighted_effective_gas_price_gwei": 639.0008427382776,
            "fee_weighted_pol_price_usd": 0.308446,
            "included_failure_transaction_share": 0.0025735239426981837,
            "included_failure_native_fee_share": 0.014474860934682953
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          "largest_usd_valuation_day": {
            "day": "2025-02-03",
            "transactions": 134446,
            "gas_used": 47464385464,
            "fees_wei_exact": "30329782311550452931896",
            "fees_pol_exact": "30329.782311550452931896",
            "fees_pol": 30329.782311550454,
            "fees_usd_daily_marks_decimal": "9355.100034868491005031593616",
            "fees_usd": 9355.10003486849,
            "failed_transactions": 346,
            "failed_fees_wei_exact": "439019381138899706010",
            "failed_fees_pol": 439.0193811388997,
            "failed_fees_usd_daily_marks_decimal": "135.41377203476905871996046",
            "failed_fees_usd": 135.41377203476907,
            "gas_per_transaction": 353036.798893236,
            "fee_pol_per_transaction": 0.2255908120104016,
            "fee_usd_per_transaction": 0.06958258360136033,
            "gas_weighted_effective_gas_price_gwei": 639.0008427382776,
            "fee_weighted_pol_price_usd": 0.308446,
            "included_failure_transaction_share": 0.0025735239426981837,
            "included_failure_native_fee_share": 0.014474860934682953
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          "largest_day_native_fee_share": 0.20119248820589547,
          "five_largest_days_native_fee_share": 0.4723259121035992,
          "daily_population_coefficient_of_variation": {
            "transactions": 0.15782925354315763,
            "fees_pol": 1.0484310165419104,
            "fees_usd": 1.03924412269373,
            "fee_pol_per_transaction": 1.2982723739871267,
            "gas_weighted_effective_gas_price_gwei": 1.329103625803953
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          "volatility_interpretation": "Population standard deviation divided by daily mean within this completed month; observed fluctuation, not a sampling confidence interval."
        }
      }
    },
    {
      "month": "2025-03",
      "scopes": {
        "union": {
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          "gas_used": 1679049215863,
          "fees_wei": "105133033700562138687704",
          "failed_transactions": 10134,
          "failed_fees_wei": "441754949481972469474",
          "fees_pol": "105133.033700562138687704",
          "fees_usd_daily_marks": "24994.223576553840313280734581",
          "distinct_fee_payers": 3428
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        "direct": {
          "transactions": 1930415,
          "gas_used": 647778437590,
          "fees_wei": "43053415985124232845793",
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          "distinct_fee_payers": 3227
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      },
      "fromBlock": 68495222,
      "toBlock": 69743443,
      "insights": {
        "label": "2025-03",
        "months": [
          "2025-03"
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          "fee_pol_per_transaction": 0.022302673769694203,
          "fee_usd_per_transaction": 0.005325884722354917,
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        "price": {
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          "fee_weighted_mean_usd": 0.23773901215237356,
          "daily_min_usd": 0.201659,
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        "verified_block_coverage": {
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          "label": "Month over month",
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          "change_fraction": {
            "transactions": -0.08429793683415832,
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          "direct_change_fraction": {
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          "fee_change_decomposition": {
            "method": "Logarithmic mean Divisia index (LMDI), exact multiplicative accounting identity",
            "formula": "USD = transaction_count \u00d7 gas_per_transaction \u00d7 effective_gas_price_gwei \u00d7 fee_weighted_POL_price_USD / 1e9; contribution_i = logarithmic_mean(USD_from,USD_to) \u00d7 ln(factor_to/factor_from)",
            "interpretation": "Accounting contributions, not causal effects. Gas/transaction includes operation mix; gas price and fee-weighted token price include transaction timing and fee weights.",
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              "additive_usd_contributions_lmdi": {
                "transaction_count": -3015.0004204962374,
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              "arithmetic_residual_usd": 3.637978807091713e-12
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        "year_over_year": null,
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            "failed_fees_usd_daily_marks_decimal": "3.22112453661277167501845",
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            "gas_per_transaction": 369720.67830920423,
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          "largest_usd_valuation_day": {
            "day": "2025-03-02",
            "transactions": 177522,
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            "fees_pol_exact": "11769.68456188404641186",
            "fees_pol": 11769.684561884047,
            "fees_usd_daily_marks_decimal": "3283.18881759124039872758258",
            "fees_usd": 3283.1888175912404,
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            "failed_fees_wei_exact": "92196792608674200336",
            "failed_fees_pol": 92.1967926086742,
            "failed_fees_usd_daily_marks_decimal": "25.718571888567494206328208",
            "failed_fees_usd": 25.718571888567496,
            "gas_per_transaction": 367571.5703236782,
            "fee_pol_per_transaction": 0.06629986459077775,
            "fee_usd_per_transaction": 0.018494546127191223,
            "gas_weighted_effective_gas_price_gwei": 180.37266737575771,
            "fee_weighted_pol_price_usd": 0.278953,
            "included_failure_transaction_share": 0.0027376888498326967,
            "included_failure_native_fee_share": 0.00783341236750322
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          "largest_day_native_fee_share": 0.12746551971924464,
          "five_largest_days_native_fee_share": 0.4747991591306063,
          "daily_population_coefficient_of_variation": {
            "transactions": 0.14285854719046198,
            "fees_pol": 0.9566773008542578,
            "fees_usd": 1.0290137578795315,
            "fee_pol_per_transaction": 0.871350696291378,
            "gas_weighted_effective_gas_price_gwei": 0.8648470881278132
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          "volatility_interpretation": "Population standard deviation divided by daily mean within this completed month; observed fluctuation, not a sampling confidence interval."
        }
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    },
    {
      "month": "2025-04",
      "scopes": {
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          "failed_transactions": 10497,
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      "fromBlock": 69743444,
      "toBlock": 70958358,
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        "label": "2025-04",
        "months": [
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          "failed_fees_usd": 102.77912542862114,
          "gas_per_transaction": 348633.2513642129,
          "fee_pol_per_transaction": 0.02324407594518588,
          "fee_usd_per_transaction": 0.004545682874683808,
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          "fee_weighted_pol_price_usd": 0.1955630710123055,
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          "included_failure_native_fee_share": 0.01331727586676802
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        "price": {
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        "verified_block_coverage": {
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        "month_over_month": {
          "label": "Month over month",
          "from": "2025-03",
          "to": "2025-04",
          "change_fraction": {
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          "fee_change_decomposition": {
            "method": "Logarithmic mean Divisia index (LMDI), exact multiplicative accounting identity",
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            "interpretation": "Accounting contributions, not causal effects. Gas/transaction includes operation mix; gas price and fee-weighted token price include transaction timing and fee weights.",
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        "year_over_year": null,
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          "largest_usd_valuation_day": {
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            "included_failure_native_fee_share": 0.0013572704191184208
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          "largest_day_native_fee_share": 0.1866270971756764,
          "five_largest_days_native_fee_share": 0.48468826491509076,
          "daily_population_coefficient_of_variation": {
            "transactions": 0.17463839770961553,
            "fees_pol": 1.062974331239689,
            "fees_usd": 0.9691441856891322,
            "fee_pol_per_transaction": 1.060290396472363,
            "gas_weighted_effective_gas_price_gwei": 1.0455789650230025
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          "volatility_interpretation": "Population standard deviation divided by daily mean within this completed month; observed fluctuation, not a sampling confidence interval."
        }
      }
    },
    {
      "month": "2025-05",
      "scopes": {
        "union": {
          "transactions": 4769324,
          "gas_used": 1941191995991,
          "fees_wei": "114491756395682965720267",
          "failed_transactions": 16351,
          "failed_fees_wei": "794931386923158728126",
          "fees_pol": "114491.756395682965720267",
          "fees_usd_daily_marks": "27277.512888431932473379935966",
          "distinct_fee_payers": 2288
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        "direct": {
          "transactions": 1888762,
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          "failed_transactions": 16351,
          "failed_fees_wei": "794931386923158728126",
          "fees_pol": "41926.010313908136634588",
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          "distinct_fee_payers": 2103
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      },
      "fromBlock": 70958359,
      "toBlock": 72211084,
      "insights": {
        "label": "2025-05",
        "months": [
          "2025-05"
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        "complete": true,
        "union": {
          "transactions": 4769324,
          "gas_used": 1941191995991,
          "fees_wei_exact": "114491756395682965720267",
          "fees_pol_exact": "114491.756395682965720267",
          "fees_pol": 114491.75639568297,
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          "fees_usd": 27277.51288843193,
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          "failed_fees_wei_exact": "794931386923158728126",
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          "failed_fees_usd_daily_marks_decimal": "188.442996002500500364569774",
          "failed_fees_usd": 188.4429960025005,
          "gas_per_transaction": 407016.1716819826,
          "fee_pol_per_transaction": 0.02400586674247398,
          "fee_usd_per_transaction": 0.0057193667044704724,
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        "direct": {
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          "fees_pol": 41926.01031390814,
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          "failed_fees_usd_daily_marks_decimal": "188.442996002500500364569774",
          "failed_fees_usd": 188.4429960025005,
          "gas_per_transaction": 379172.68024610827,
          "fee_pol_per_transaction": 0.022197614264744914,
          "fee_usd_per_transaction": 0.00529026578289663,
          "gas_weighted_effective_gas_price_gwei": 58.54223002125888,
          "fee_weighted_pol_price_usd": 0.23832587231227045,
          "included_failure_transaction_share": 0.008656993310962419,
          "included_failure_native_fee_share": 0.0189603394401555
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        "price": {
          "observation_days": 31,
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          "fee_weighted_mean_usd": 0.2382487066943141,
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        "verified_block_coverage": {
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        "month_over_month": {
          "label": "Month over month",
          "from": "2025-04",
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            "transactions": 0.11025433782215899,
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            "gas_per_transaction": 0.07406301166268081,
            "fee_usd_per_transaction": 0.24905967521134786,
            "gas_weighted_effective_gas_price_gwei": -0.03927850826327772,
            "fee_weighted_pol_price_usd": 0.2104752690819196
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          "direct_change_fraction": {
            "transactions": 0.13272821592316397,
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            "gas_per_transaction": 0.08759757929685019,
            "fee_usd_per_transaction": 0.16380001173412584,
            "gas_weighted_effective_gas_price_gwei": -0.12193678756886772,
            "fee_weighted_pol_price_usd": 0.21866501215494916
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          "fee_change_decomposition": {
            "method": "Logarithmic mean Divisia index (LMDI), exact multiplicative accounting identity",
            "formula": "USD = transaction_count \u00d7 gas_per_transaction \u00d7 effective_gas_price_gwei \u00d7 fee_weighted_POL_price_USD / 1e9; contribution_i = logarithmic_mean(USD_from,USD_to) \u00d7 ln(factor_to/factor_from)",
            "interpretation": "Accounting contributions, not causal effects. Gas/transaction includes operation mix; gas price and fee-weighted token price include transaction timing and fee weights.",
            "union": {
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              "additive_usd_contributions_lmdi": {
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              "additive_usd_contributions_lmdi": {
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              "arithmetic_residual_usd": 0.0
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        "year_over_year": null,
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            "failed_fees_usd_daily_marks_decimal": "4.454883157937295525541510",
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            "gas_per_transaction": 393716.4212844161,
            "fee_pol_per_transaction": 0.08418193835576754,
            "fee_usd_per_transaction": 0.019342147248251285,
            "gas_weighted_effective_gas_price_gwei": 213.81363287094266,
            "fee_weighted_pol_price_usd": 0.229766,
            "included_failure_transaction_share": 0.0020156338660365695,
            "included_failure_native_fee_share": 0.0009752957385952201
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          "largest_usd_valuation_day": {
            "day": "2025-05-08",
            "transactions": 236154,
            "gas_used": 92977707752,
            "fees_wei_exact": "19879901470467927339988",
            "fees_pol_exact": "19879.901470467927339988",
            "fees_pol": 19879.90147046793,
            "fees_usd_daily_marks_decimal": "4567.725441263533793199682808",
            "fees_usd": 4567.725441263534,
            "failed_transactions": 476,
            "failed_fees_wei_exact": "19388783187840217985",
            "failed_fees_pol": 19.388783187840218,
            "failed_fees_usd_daily_marks_decimal": "4.454883157937295525541510",
            "failed_fees_usd": 4.454883157937296,
            "gas_per_transaction": 393716.4212844161,
            "fee_pol_per_transaction": 0.08418193835576754,
            "fee_usd_per_transaction": 0.019342147248251285,
            "gas_weighted_effective_gas_price_gwei": 213.81363287094266,
            "fee_weighted_pol_price_usd": 0.229766,
            "included_failure_transaction_share": 0.0020156338660365695,
            "included_failure_native_fee_share": 0.0009752957385952201
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          "largest_day_native_fee_share": 0.17363609482732612,
          "five_largest_days_native_fee_share": 0.38896942245936716,
          "daily_population_coefficient_of_variation": {
            "transactions": 0.1729021680886974,
            "fees_pol": 0.8904866320950273,
            "fees_usd": 0.8766624726344224,
            "fee_pol_per_transaction": 0.6167124378187687,
            "gas_weighted_effective_gas_price_gwei": 0.6333990351717912
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          "volatility_interpretation": "Population standard deviation divided by daily mean within this completed month; observed fluctuation, not a sampling confidence interval."
        }
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    },
    {
      "month": "2025-06",
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        "direct": {
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      "fromBlock": 72211085,
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        "months": [
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        "direct": {
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          "failed_fees_usd": 46.7166517822222,
          "gas_per_transaction": 381405.611965641,
          "fee_pol_per_transaction": 0.015399518327684235,
          "fee_usd_per_transaction": 0.003050910686575943,
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        "price": {
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          "fee_weighted_mean_usd": 0.199556286699668,
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        "verified_block_coverage": {
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          "fee_change_decomposition": {
            "method": "Logarithmic mean Divisia index (LMDI), exact multiplicative accounting identity",
            "formula": "USD = transaction_count \u00d7 gas_per_transaction \u00d7 effective_gas_price_gwei \u00d7 fee_weighted_POL_price_USD / 1e9; contribution_i = logarithmic_mean(USD_from,USD_to) \u00d7 ln(factor_to/factor_from)",
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          "largest_day_native_fee_share": 0.07570625383188731,
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          "daily_population_coefficient_of_variation": {
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          "volatility_interpretation": "Population standard deviation divided by daily mean within this completed month; observed fluctuation, not a sampling confidence interval."
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          "fees_wei_exact": "30960202553894198999561",
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          "fees_pol": 30960.2025538942,
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          "fees_usd": 6830.930268859223,
          "failed_transactions": 21207,
          "failed_fees_wei_exact": "408378999292714662905",
          "failed_fees_pol": 408.37899929271464,
          "failed_fees_usd_daily_marks_decimal": "89.373543202400180124644040",
          "failed_fees_usd": 89.37354320240019,
          "gas_per_transaction": 335015.00901499274,
          "fee_pol_per_transaction": 0.00975963357288649,
          "fee_usd_per_transaction": 0.002153324942559833,
          "gas_weighted_effective_gas_price_gwei": 29.1319293472303,
          "fee_weighted_pol_price_usd": 0.22063583908949666,
          "included_failure_transaction_share": 0.006685116120281023,
          "included_failure_native_fee_share": 0.013190449855159245
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        "price": {
          "observation_days": 31,
          "daily_arithmetic_mean_usd": 0.22023845161290323,
          "fee_weighted_mean_usd": 0.21943861382692054,
          "daily_min_usd": 0.180478,
          "daily_max_usd": 0.259117
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        "verified_block_coverage": {
          "requested_from_block": 73425356,
          "requested_to_block": 74647462,
          "verified_contiguous_through_block": 74647462,
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        "month_over_month": {
          "label": "Month over month",
          "from": "2025-06",
          "to": "2025-07",
          "change_fraction": {
            "transactions": 0.15640124051417836,
            "fees_pol": -0.23744231441171992,
            "fees_usd": -0.161466650557618,
            "gas_per_transaction": -0.06422726027964498,
            "fee_usd_per_transaction": -0.2748768160525846,
            "gas_weighted_effective_gas_price_gwei": -0.2953170492708218,
            "fee_weighted_pol_price_usd": 0.0996326773567171
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          "direct_change_fraction": {
            "transactions": 0.28490859579831906,
            "fees_pol": -0.18567342154463995,
            "fees_usd": -0.09311480653428195,
            "gas_per_transaction": -0.12163062497052968,
            "fee_usd_per_transaction": -0.29420256317744786,
            "gas_weighted_effective_gas_price_gwei": -0.2784786443323086,
            "fee_weighted_pol_price_usd": 0.11366277051392104
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          "fee_change_decomposition": {
            "method": "Logarithmic mean Divisia index (LMDI), exact multiplicative accounting identity",
            "formula": "USD = transaction_count \u00d7 gas_per_transaction \u00d7 effective_gas_price_gwei \u00d7 fee_weighted_POL_price_USD / 1e9; contribution_i = logarithmic_mean(USD_from,USD_to) \u00d7 ln(factor_to/factor_from)",
            "interpretation": "Accounting contributions, not causal effects. Gas/transaction includes operation mix; gas price and fee-weighted token price include transaction timing and fee weights.",
            "union": {
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              "additive_usd_contributions_lmdi": {
                "transaction_count": 2112.77113607074,
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              "arithmetic_residual_usd": -2.7284841053187847e-12
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            "direct": {
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              "additive_usd_contributions_lmdi": {
                "transaction_count": 1798.9097467665833,
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              "arithmetic_residual_usd": -1.4779288903810084e-12
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        "year_over_year": null,
        "daily_fluctuations": {
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            "fees_pol": 4568.174558871756,
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            "failed_fees_pol": 137.19485500468915,
            "failed_fees_usd_daily_marks_decimal": "28.840553639665733450789472",
            "failed_fees_usd": 28.840553639665732,
            "gas_per_transaction": 374944.71042575827,
            "fee_pol_per_transaction": 0.024795233064502896,
            "fee_usd_per_transaction": 0.005212354713887541,
            "gas_weighted_effective_gas_price_gwei": 66.13037169226189,
            "fee_weighted_pol_price_usd": 0.210216,
            "included_failure_transaction_share": 0.006328839097679064,
            "included_failure_native_fee_share": 0.03003275230326869
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          "largest_usd_valuation_day": {
            "day": "2025-07-10",
            "transactions": 184236,
            "gas_used": 69078313670,
            "fees_wei_exact": "4568174558871755605532",
            "fees_pol_exact": "4568.174558871755605532",
            "fees_pol": 4568.174558871756,
            "fees_usd_daily_marks_decimal": "960.303383067784976372514912",
            "fees_usd": 960.3033830677849,
            "failed_transactions": 1166,
            "failed_fees_wei_exact": "137194855004689145692",
            "failed_fees_pol": 137.19485500468915,
            "failed_fees_usd_daily_marks_decimal": "28.840553639665733450789472",
            "failed_fees_usd": 28.840553639665732,
            "gas_per_transaction": 374944.71042575827,
            "fee_pol_per_transaction": 0.024795233064502896,
            "fee_usd_per_transaction": 0.005212354713887541,
            "gas_weighted_effective_gas_price_gwei": 66.13037169226189,
            "fee_weighted_pol_price_usd": 0.210216,
            "included_failure_transaction_share": 0.006328839097679064,
            "included_failure_native_fee_share": 0.03003275230326869
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          "largest_day_native_fee_share": 0.0753890077759792,
          "five_largest_days_native_fee_share": 0.22317656691642102,
          "daily_population_coefficient_of_variation": {
            "transactions": 0.09994418756690139,
            "fees_pol": 0.26825862550527996,
            "fees_usd": 0.265324118685313,
            "fee_pol_per_transaction": 0.24081965503930927,
            "gas_weighted_effective_gas_price_gwei": 0.23501286887545839
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          "volatility_interpretation": "Population standard deviation divided by daily mean within this completed month; observed fluctuation, not a sampling confidence interval."
        }
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    },
    {
      "month": "2025-08",
      "scopes": {
        "union": {
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          "fees_wei": "62394617171848204927072",
          "failed_transactions": 22255,
          "failed_fees_wei": "220558360328341134407",
          "fees_pol": "62394.617171848204927072",
          "fees_usd_daily_marks": "14799.50624236382656384042731135779756344",
          "distinct_fee_payers": 6735
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        "direct": {
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          "fees_wei": "42415760538473729219393",
          "failed_transactions": 22255,
          "failed_fees_wei": "220558360328341134407",
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          "fees_usd_daily_marks": "10129.1639278214554970734193353174006572",
          "distinct_fee_payers": 5153
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      },
      "fromBlock": 74647463,
      "toBlock": 75899918,
      "insights": {
        "label": "2025-08",
        "months": [
          "2025-08"
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        "complete": true,
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          "fees_pol_exact": "62394.617171848204927072",
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          "fee_usd_per_transaction": 0.00249277807022623,
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          "included_failure_native_fee_share": 0.0035348940393507976
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          "gas_per_transaction": 340105.4571444223,
          "fee_pol_per_transaction": 0.00980377331338338,
          "fee_usd_per_transaction": 0.00234120585701597,
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          "included_failure_native_fee_share": 0.00519991525622371
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        "price": {
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          "fee_weighted_mean_usd": 0.23719203535783867,
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        "verified_block_coverage": {
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          "label": "Month over month",
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          "fee_change_decomposition": {
            "method": "Logarithmic mean Divisia index (LMDI), exact multiplicative accounting identity",
            "formula": "USD = transaction_count \u00d7 gas_per_transaction \u00d7 effective_gas_price_gwei \u00d7 fee_weighted_POL_price_USD / 1e9; contribution_i = logarithmic_mean(USD_from,USD_to) \u00d7 ln(factor_to/factor_from)",
            "interpretation": "Accounting contributions, not causal effects. Gas/transaction includes operation mix; gas price and fee-weighted token price include transaction timing and fee weights.",
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              "arithmetic_residual_usd": -9.094947017729282e-13
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        "year_over_year": null,
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          "largest_usd_valuation_day": {
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            "included_failure_native_fee_share": 0.001906296394656503
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          "largest_day_native_fee_share": 0.06348554468247701,
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          "daily_population_coefficient_of_variation": {
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          "volatility_interpretation": "Population standard deviation divided by daily mean within this completed month; observed fluctuation, not a sampling confidence interval."
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        "month_over_month": {
          "label": "Month over month",
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            "fees_usd": 4.7303073488442635,
            "gas_per_transaction": 0.09822854993752284,
            "fee_usd_per_transaction": 3.052246349716535,
            "gas_weighted_effective_gas_price_gwei": 2.399856544684969,
            "fee_weighted_pol_price_usd": 0.08528179379976542
          },
          "fee_change_decomposition": {
            "method": "Logarithmic mean Divisia index (LMDI), exact multiplicative accounting identity",
            "formula": "USD = transaction_count \u00d7 gas_per_transaction \u00d7 effective_gas_price_gwei \u00d7 fee_weighted_POL_price_USD / 1e9; contribution_i = logarithmic_mean(USD_from,USD_to) \u00d7 ln(factor_to/factor_from)",
            "interpretation": "Accounting contributions, not causal effects. Gas/transaction includes operation mix; gas price and fee-weighted token price include transaction timing and fee weights.",
            "union": {
              "observed_usd_change": 49239.9159903033,
              "factor_ratios": {
                "transaction_count": 1.120730617203808,
                "gas_per_transaction": 1.0355837780318795,
                "effective_native_gas_price": 3.4103221280484477,
                "fee_weighted_token_dollar_price": 1.0932470156301803
              },
              "additive_usd_contributions_lmdi": {
                "transaction_count": 3831.241818874351,
                "gas_per_transaction": 1175.2902731586137,
                "effective_native_gas_price": 41236.70781108208,
                "fee_weighted_token_dollar_price": 2996.6760871882475
              },
              "arithmetic_residual_usd": 7.275957614183426e-12
            },
            "direct": {
              "observed_usd_change": 47914.058565422056,
              "factor_ratios": {
                "transaction_count": 1.4141063633125643,
                "gas_per_transaction": 1.0982285499375228,
                "effective_native_gas_price": 3.399856544684969,
                "fee_weighted_token_dollar_price": 1.0852817937997654
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              "additive_usd_contributions_lmdi": {
                "transaction_count": 9509.914327663722,
                "gas_per_transaction": 2571.6309946189053,
                "effective_native_gas_price": 33586.35672693214,
                "fee_weighted_token_dollar_price": 2246.1565162072825
              },
              "arithmetic_residual_usd": 7.275957614183426e-12
            }
          }
        },
        "year_over_year": null,
        "daily_fluctuations": {
          "largest_native_fee_day": {
            "day": "2025-09-10",
            "transactions": 184585,
            "gas_used": 69120212040,
            "fees_wei_exact": "74860230151447048850220",
            "fees_pol_exact": "74860.23015144704885022",
            "fees_pol": 74860.23015144705,
            "fees_usd_daily_marks_decimal": "19940.5195054409504022331014",
            "fees_usd": 19940.51950544095,
            "failed_transactions": 772,
            "failed_fees_wei_exact": "340369299701652666779",
            "failed_fees_pol": 340.36929970165266,
            "failed_fees_usd_daily_marks_decimal": "90.66417036152922084992223",
            "failed_fees_usd": 90.66417036152922,
            "gas_per_transaction": 374462.7788823577,
            "fee_pol_per_transaction": 0.40555966168132324,
            "fee_usd_per_transaction": 0.10802892708205407,
            "gas_weighted_effective_gas_price_gwei": 1083.0439887557823,
            "fee_weighted_pol_price_usd": 0.26637,
            "included_failure_transaction_share": 0.004182355012595823,
            "included_failure_native_fee_share": 0.004546730607334011
          },
          "largest_usd_valuation_day": {
            "day": "2025-09-10",
            "transactions": 184585,
            "gas_used": 69120212040,
            "fees_wei_exact": "74860230151447048850220",
            "fees_pol_exact": "74860.23015144704885022",
            "fees_pol": 74860.23015144705,
            "fees_usd_daily_marks_decimal": "19940.5195054409504022331014",
            "fees_usd": 19940.51950544095,
            "failed_transactions": 772,
            "failed_fees_wei_exact": "340369299701652666779",
            "failed_fees_pol": 340.36929970165266,
            "failed_fees_usd_daily_marks_decimal": "90.66417036152922084992223",
            "failed_fees_usd": 90.66417036152922,
            "gas_per_transaction": 374462.7788823577,
            "fee_pol_per_transaction": 0.40555966168132324,
            "fee_usd_per_transaction": 0.10802892708205407,
            "gas_weighted_effective_gas_price_gwei": 1083.0439887557823,
            "fee_weighted_pol_price_usd": 0.26637,
            "included_failure_transaction_share": 0.004182355012595823,
            "included_failure_native_fee_share": 0.004546730607334011
          },
          "largest_day_native_fee_share": 0.30312527869194705,
          "five_largest_days_native_fee_share": 0.5806335892476866,
          "daily_population_coefficient_of_variation": {
            "transactions": 0.18555347725437957,
            "fees_pol": 1.71090262674098,
            "fees_usd": 1.7759669993133846,
            "fee_pol_per_transaction": 1.91671960520521,
            "gas_weighted_effective_gas_price_gwei": 1.9097204831976136
          },
          "volatility_interpretation": "Population standard deviation divided by daily mean within this completed month; observed fluctuation, not a sampling confidence interval."
        }
      }
    },
    {
      "month": "2025-10",
      "scopes": {
        "union": {
          "transactions": 15015762,
          "gas_used": 5676666400297,
          "fees_wei": "489533513349429919906092",
          "failed_transactions": 16683,
          "failed_fees_wei": "732305352359530774945",
          "fees_pol": "489533.513349429919906092",
          "fees_usd_daily_marks": "103326.70432852402353548273049702834090941",
          "distinct_fee_payers": 24195
        },
        "direct": {
          "transactions": 13597679,
          "gas_used": 5273516570149,
          "fees_wei": "454336927716653744722754",
          "failed_transactions": 16683,
          "failed_fees_wei": "732305352359530774945",
          "fees_pol": "454336.927716653744722754",
          "fees_usd_daily_marks": "95969.79502817530208775093806036624920989",
          "distinct_fee_payers": 19078
        }
      },
      "fromBlock": 77106032,
      "toBlock": 78425179,
      "insights": {
        "label": "2025-10",
        "months": [
          "2025-10"
        ],
        "complete": true,
        "union": {
          "transactions": 15015762,
          "gas_used": 5676666400297,
          "fees_wei_exact": "489533513349429919906092",
          "fees_pol_exact": "489533.513349429919906092",
          "fees_pol": 489533.51334942994,
          "fees_usd_daily_marks_decimal": "103326.70432852402353548273049702834090941",
          "fees_usd": 103326.70432852402,
          "failed_transactions": 16683,
          "failed_fees_wei_exact": "732305352359530774945",
          "failed_fees_pol": 732.3053523595307,
          "failed_fees_usd_daily_marks_decimal": "156.10229851050068375630566803078547981",
          "failed_fees_usd": 156.10229851050067,
          "gas_per_transaction": 378047.1747152759,
          "fee_pol_per_transaction": 0.032601310099975606,
          "fee_usd_per_transaction": 0.0068812161732800525,
          "gas_weighted_effective_gas_price_gwei": 86.23608978040664,
          "fee_weighted_pol_price_usd": 0.21107176834851188,
          "included_failure_transaction_share": 0.0011110325270206067,
          "included_failure_native_fee_share": 0.0014959248598712584
        },
        "direct": {
          "transactions": 13597679,
          "gas_used": 5273516570149,
          "fees_wei_exact": "454336927716653744722754",
          "fees_pol_exact": "454336.927716653744722754",
          "fees_pol": 454336.92771665374,
          "fees_usd_daily_marks_decimal": "95969.79502817530208775093806036624920989",
          "fees_usd": 95969.7950281753,
          "failed_transactions": 16683,
          "failed_fees_wei_exact": "732305352359530774945",
          "failed_fees_pol": 732.3053523595307,
          "failed_fees_usd_daily_marks_decimal": "156.10229851050068375630566803078547981",
          "failed_fees_usd": 156.10229851050067,
          "gas_per_transaction": 387824.758192115,
          "fee_pol_per_transaction": 0.03341282933040659,
          "fee_usd_per_transaction": 0.007057807073411227,
          "gas_weighted_effective_gas_price_gwei": 86.15445152641603,
          "fee_weighted_pol_price_usd": 0.21123045293827988,
          "included_failure_transaction_share": 0.00122690056148553,
          "included_failure_native_fee_share": 0.0016118112081266514
        },
        "price": {
          "observation_days": 31,
          "daily_arithmetic_mean_usd": 0.20930274140789368,
          "fee_weighted_mean_usd": 0.21107176834851188,
          "daily_min_usd": 0.18431884940605417,
          "daily_max_usd": 0.24803965017854585
        },
        "verified_block_coverage": {
          "requested_from_block": 77106032,
          "requested_to_block": 78425179,
          "verified_contiguous_through_block": 78425179,
          "checkpoint_count": 1035
        },
        "month_over_month": {
          "label": "Month over month",
          "from": "2025-09",
          "to": "2025-10",
          "change_fraction": {
            "transactions": 1.2567452066323752,
            "fees_pol": 0.982227176738456,
            "fees_usd": 0.6134858923792115,
            "gas_per_transaction": 0.018760824652625407,
            "fee_usd_per_transaction": -0.2850385202382091,
            "gas_weighted_effective_gas_price_gwei": -0.13781857690365562,
            "fee_weighted_pol_price_usd": -0.1860237255781999
          },
          "direct_change_fraction": {
            "transactions": 1.2225355188291513,
            "fees_pol": 1.0286885576634037,
            "fees_usd": 0.6534194847528771,
            "gas_per_transaction": 0.03831517276973817,
            "fee_usd_per_transaction": -0.25606611424418946,
            "gas_weighted_effective_gas_price_gwei": -0.12090164159406691,
            "fee_weighted_pol_price_usd": -0.1849811157523128
          },
          "fee_change_decomposition": {
            "method": "Logarithmic mean Divisia index (LMDI), exact multiplicative accounting identity",
            "formula": "USD = transaction_count \u00d7 gas_per_transaction \u00d7 effective_gas_price_gwei \u00d7 fee_weighted_POL_price_USD / 1e9; contribution_i = logarithmic_mean(USD_from,USD_to) \u00d7 ln(factor_to/factor_from)",
            "interpretation": "Accounting contributions, not causal effects. Gas/transaction includes operation mix; gas price and fee-weighted token price include transaction timing and fee weights.",
            "union": {
              "observed_usd_change": 39287.2820958569,
              "factor_ratios": {
                "transaction_count": 2.256745206632375,
                "gas_per_transaction": 1.0187608246526254,
                "effective_native_gas_price": 0.8621814230963444,
                "fee_weighted_token_dollar_price": 0.8139762744218001
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              "additive_usd_contributions_lmdi": {
                "transaction_count": 66841.65423386247,
                "gas_per_transaction": 1526.416677007129,
                "effective_native_gas_price": -12177.948484475915,
                "fee_weighted_token_dollar_price": -16902.840330536783
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              "arithmetic_residual_usd": -7.275957614183426e-12
            },
            "direct": {
              "observed_usd_change": 37926.57253493179,
              "factor_ratios": {
                "transaction_count": 2.2225355188291513,
                "gas_per_transaction": 1.0383151727697382,
                "effective_native_gas_price": 0.8790983584059331,
                "fee_weighted_token_dollar_price": 0.8150188842476872
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              "additive_usd_contributions_lmdi": {
                "transaction_count": 60237.19648282544,
                "gas_per_transaction": 2835.8913292136704,
                "effective_native_gas_price": -9719.009676611668,
                "fee_weighted_token_dollar_price": -15427.505600495662
              },
              "arithmetic_residual_usd": 7.275957614183426e-12
            }
          }
        },
        "year_over_year": {
          "label": "Same month previous year",
          "from": "2024-10",
          "to": "2025-10",
          "change_fraction": {
            "transactions": 1.11328579209363,
            "fees_pol": 0.5171012004967046,
            "fees_usd": -0.08766706334044683,
            "gas_per_transaction": 0.038401305579533584,
            "fee_usd_per_transaction": -0.5682870059161729,
            "gas_weighted_effective_gas_price_gwei": -0.3086609424007627,
            "fee_weighted_pol_price_usd": -0.3986340948376733
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          "direct_change_fraction": {
            "transactions": 9.838500301297973,
            "fees_pol": 8.527714191368124,
            "fees_usd": 4.662049993561181,
            "gas_per_transaction": 0.1296625468386392,
            "fee_usd_per_transaction": -0.47759839127530224,
            "gas_weighted_effective_gas_price_gwei": -0.22183660686040074,
            "fee_weighted_pol_price_usd": -0.40572839614659506
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          "fee_change_decomposition": {
            "method": "Logarithmic mean Divisia index (LMDI), exact multiplicative accounting identity",
            "formula": "USD = transaction_count \u00d7 gas_per_transaction \u00d7 effective_gas_price_gwei \u00d7 fee_weighted_POL_price_USD / 1e9; contribution_i = logarithmic_mean(USD_from,USD_to) \u00d7 ln(factor_to/factor_from)",
            "interpretation": "Accounting contributions, not causal effects. Gas/transaction includes operation mix; gas price and fee-weighted token price include transaction timing and fee weights.",
            "union": {
              "observed_usd_change": -9928.775306846728,
              "factor_ratios": {
                "transaction_count": 2.11328579209363,
                "gas_per_transaction": 1.0384013055795336,
                "effective_native_gas_price": 0.6913390575992373,
                "fee_weighted_token_dollar_price": 0.6013659051623267
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              "additive_usd_contributions_lmdi": {
                "transaction_count": 80971.36383202011,
                "gas_per_transaction": 4077.7998283542574,
                "effective_native_gas_price": -39944.92055669831,
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              "arithmetic_residual_usd": -1.4551915228366852e-11
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            "direct": {
              "observed_usd_change": 79020.1398436907,
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                "transaction_count": 10.838500301297973,
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              "additive_usd_contributions_lmdi": {
                "transaction_count": 108613.90043126089,
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                "effective_native_gas_price": -11431.476146056795,
                "fee_weighted_token_dollar_price": -23718.940765752555
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              "arithmetic_residual_usd": 0.0
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          }
        },
        "daily_fluctuations": {
          "largest_native_fee_day": {
            "day": "2025-10-10",
            "transactions": 477504,
            "gas_used": 205071385986,
            "fees_wei_exact": "87644389410977581450598",
            "fees_pol_exact": "87644.389410977581450598",
            "fees_pol": 87644.38941097759,
            "fees_usd_daily_marks_decimal": "20951.60666029948252581260749351372707264",
            "fees_usd": 20951.606660299483,
            "failed_transactions": 235,
            "failed_fees_wei_exact": "92595341013756438209",
            "failed_fees_pol": 92.59534101375644,
            "failed_fees_usd_daily_marks_decimal": "22.13514380708927484341422041729028512",
            "failed_fees_usd": 22.135143807089275,
            "gas_per_transaction": 429465.27356001205,
            "fee_pol_per_transaction": 0.1835469219335913,
            "fee_usd_per_transaction": 0.04387734272445777,
            "gas_weighted_effective_gas_price_gwei": 427.38478110720416,
            "fee_weighted_pol_price_usd": 0.23905245733476768,
            "included_failure_transaction_share": 0.000492142474199169,
            "included_failure_native_fee_share": 0.0010564890877334213
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          "largest_usd_valuation_day": {
            "day": "2025-10-10",
            "transactions": 477504,
            "gas_used": 205071385986,
            "fees_wei_exact": "87644389410977581450598",
            "fees_pol_exact": "87644.389410977581450598",
            "fees_pol": 87644.38941097759,
            "fees_usd_daily_marks_decimal": "20951.60666029948252581260749351372707264",
            "fees_usd": 20951.606660299483,
            "failed_transactions": 235,
            "failed_fees_wei_exact": "92595341013756438209",
            "failed_fees_pol": 92.59534101375644,
            "failed_fees_usd_daily_marks_decimal": "22.13514380708927484341422041729028512",
            "failed_fees_usd": 22.135143807089275,
            "gas_per_transaction": 429465.27356001205,
            "fee_pol_per_transaction": 0.1835469219335913,
            "fee_usd_per_transaction": 0.04387734272445777,
            "gas_weighted_effective_gas_price_gwei": 427.38478110720416,
            "fee_weighted_pol_price_usd": 0.23905245733476768,
            "included_failure_transaction_share": 0.000492142474199169,
            "included_failure_native_fee_share": 0.0010564890877334213
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          "largest_day_native_fee_share": 0.1790365460605694,
          "five_largest_days_native_fee_share": 0.4208971356539372,
          "daily_population_coefficient_of_variation": {
            "transactions": 0.28265042481121044,
            "fees_pol": 0.957586072863154,
            "fees_usd": 1.0566598294334464,
            "fee_pol_per_transaction": 0.9044129175370771,
            "gas_weighted_effective_gas_price_gwei": 0.7947180277189674
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          "volatility_interpretation": "Population standard deviation divided by daily mean within this completed month; observed fluctuation, not a sampling confidence interval."
        }
      }
    },
    {
      "month": "2025-11",
      "scopes": {
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        "direct": {
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      },
      "fromBlock": 78425180,
      "toBlock": 79721080,
      "insights": {
        "label": "2025-11",
        "months": [
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        "complete": true,
        "union": {
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          "fees_pol_exact": "1902463.123117060053511897",
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        "direct": {
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          "failed_fees_usd": 232.72857573124168,
          "gas_per_transaction": 435467.4793735687,
          "fee_pol_per_transaction": 0.08455649166874601,
          "fee_usd_per_transaction": 0.0130680537830367,
          "gas_weighted_effective_gas_price_gwei": 194.1740673502938,
          "fee_weighted_pol_price_usd": 0.15454820233355243,
          "included_failure_transaction_share": 0.0022539772348299284,
          "included_failure_native_fee_share": 0.0008620578254609394
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        "price": {
          "observation_days": 30,
          "daily_arithmetic_mean_usd": 0.15688113765541128,
          "fee_weighted_mean_usd": 0.15460787055485734,
          "daily_min_usd": 0.13112695301349697,
          "daily_max_usd": 0.19496679098641034
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        "verified_block_coverage": {
          "requested_from_block": 78425180,
          "requested_to_block": 79721080,
          "verified_contiguous_through_block": 79721080,
          "checkpoint_count": 1174
        },
        "month_over_month": {
          "label": "Month over month",
          "from": "2025-10",
          "to": "2025-11",
          "change_fraction": {
            "transactions": 0.5536719348641781,
            "fees_pol": 2.886277591293486,
            "fees_usd": 1.8466578333813541,
            "gas_per_transaction": 0.10772508183322693,
            "fee_usd_per_transaction": 0.8322129463130252,
            "gas_weighted_effective_gas_price_gwei": 1.2580965549989567,
            "fee_weighted_pol_price_usd": -0.2675104218600376
          },
          "direct_change_fraction": {
            "transactions": 0.5348042853489923,
            "fees_pol": 2.8840669397956824,
            "fees_usd": 1.8418040814597951,
            "gas_per_transaction": 0.12284600241497001,
            "fee_usd_per_transaction": 0.8515742421279531,
            "gas_weighted_effective_gas_price_gwei": 1.253790302300951,
            "fee_weighted_pol_price_usd": -0.2683431759779904
          },
          "fee_change_decomposition": {
            "method": "Logarithmic mean Divisia index (LMDI), exact multiplicative accounting identity",
            "formula": "USD = transaction_count \u00d7 gas_per_transaction \u00d7 effective_gas_price_gwei \u00d7 fee_weighted_POL_price_USD / 1e9; contribution_i = logarithmic_mean(USD_from,USD_to) \u00d7 ln(factor_to/factor_from)",
            "interpretation": "Accounting contributions, not causal effects. Gas/transaction includes operation mix; gas price and fee-weighted token price include transaction timing and fee weights.",
            "union": {
              "observed_usd_change": 190809.067945748,
              "factor_ratios": {
                "transaction_count": 1.553671934864178,
                "gas_per_transaction": 1.107725081833227,
                "effective_native_gas_price": 2.2580965549989567,
                "fee_weighted_token_dollar_price": 0.7324895781399624
              },
              "additive_usd_contributions_lmdi": {
                "transaction_count": 80365.96802714124,
                "gas_per_transaction": 18660.28696326421,
                "effective_native_gas_price": 148562.70904597157,
                "fee_weighted_token_dollar_price": -56779.89609062894
              },
              "arithmetic_residual_usd": -1.1641532182693481e-10
            },
            "direct": {
              "observed_usd_change": 176757.56017975323,
              "factor_ratios": {
                "transaction_count": 1.5348042853489923,
                "gas_per_transaction": 1.12284600241497,
                "effective_native_gas_price": 2.253790302300951,
                "fee_weighted_token_dollar_price": 0.7316568240220096
              },
              "additive_usd_contributions_lmdi": {
                "transaction_count": 72501.54368475129,
                "gas_per_transaction": 19608.885157560588,
                "effective_native_gas_price": 137524.11157986702,
                "fee_weighted_token_dollar_price": -52876.980242425685
              },
              "arithmetic_residual_usd": 2.9103830456733704e-11
            }
          }
        },
        "year_over_year": {
          "label": "Same month previous year",
          "from": "2024-11",
          "to": "2025-11",
          "change_fraction": {
            "transactions": 1.9144356808487673,
            "fees_pol": 2.50661855146183,
            "fees_usd": 0.46678543686243956,
            "gas_per_transaction": 0.1560689327365583,
            "fee_usd_per_transaction": -0.4967171701537535,
            "gas_weighted_effective_gas_price_gwei": 0.04075934799123537,
            "fee_weighted_pol_price_usd": -0.5817094402095802
          },
          "direct_change_fraction": {
            "transactions": 8.534266851780533,
            "fees_pol": 10.58294371952321,
            "fees_usd": 3.8846434432209467,
            "gas_per_transaction": 0.32695993972799964,
            "fee_usd_per_transaction": -0.48767498129038267,
            "gas_weighted_effective_gas_price_gwei": -0.08446736207551786,
            "fee_weighted_pol_price_usd": -0.5782899786530247
          },
          "fee_change_decomposition": {
            "method": "Logarithmic mean Divisia index (LMDI), exact multiplicative accounting identity",
            "formula": "USD = transaction_count \u00d7 gas_per_transaction \u00d7 effective_gas_price_gwei \u00d7 fee_weighted_POL_price_USD / 1e9; contribution_i = logarithmic_mean(USD_from,USD_to) \u00d7 ln(factor_to/factor_from)",
            "interpretation": "Accounting contributions, not causal effects. Gas/transaction includes operation mix; gas price and fee-weighted token price include transaction timing and fee weights.",
            "union": {
              "observed_usd_change": 93604.89374070152,
              "factor_ratios": {
                "transaction_count": 2.9144356808487673,
                "gas_per_transaction": 1.1560689327365583,
                "effective_native_gas_price": 1.0407593479912354,
                "fee_weighted_token_dollar_price": 0.41829055979041985
              },
              "additive_usd_contributions_lmdi": {
                "transaction_count": 261378.0354383375,
                "gas_per_transaction": 35437.31598862268,
                "effective_native_gas_price": 9762.0255374992,
                "fee_weighted_token_dollar_price": -212972.48322375782
              },
              "arithmetic_residual_usd": -8.731149137020111e-11
            },
            "direct": {
              "observed_usd_change": 216893.72919650946,
              "factor_ratios": {
                "transaction_count": 9.534266851780533,
                "gas_per_transaction": 1.3269599397279996,
                "effective_native_gas_price": 0.9155326379244821,
                "fee_weighted_token_dollar_price": 0.4217100213469753
              },
              "additive_usd_contributions_lmdi": {
                "transaction_count": 308349.50695282925,
                "gas_per_transaction": 38684.40406830946,
                "effective_native_gas_price": -12067.812212334558,
                "fee_weighted_token_dollar_price": -118072.36961229471
              },
              "arithmetic_residual_usd": 0.0
            }
          }
        },
        "daily_fluctuations": {
          "largest_native_fee_day": {
            "day": "2025-11-25",
            "transactions": 919894,
            "gas_used": 389359673170,
            "fees_wei_exact": "203471920567016280764178",
            "fees_pol_exact": "203471.920567016280764178",
            "fees_pol": 203471.9205670163,
            "fees_usd_daily_marks_decimal": "27362.18721913611803237919884260475721150",
            "fees_usd": 27362.187219136118,
            "failed_transactions": 2792,
            "failed_fees_wei_exact": "127548240851981246365",
            "failed_fees_pol": 127.54824085198125,
            "failed_fees_usd_daily_marks_decimal": "17.15223818568074770645641492156688875",
            "failed_fees_usd": 17.152238185680748,
            "gas_per_transaction": 423265.8036360711,
            "fee_pol_per_transaction": 0.22119061605686774,
            "fee_usd_per_transaction": 0.029744934980700077,
            "gas_weighted_effective_gas_price_gwei": 522.5808798082115,
            "fee_weighted_pol_price_usd": 0.13447647784955175,
            "included_failure_transaction_share": 0.0030351323087225266,
            "included_failure_native_fee_share": 0.0006268591778980701
          },
          "largest_usd_valuation_day": {
            "day": "2025-11-25",
            "transactions": 919894,
            "gas_used": 389359673170,
            "fees_wei_exact": "203471920567016280764178",
            "fees_pol_exact": "203471.920567016280764178",
            "fees_pol": 203471.9205670163,
            "fees_usd_daily_marks_decimal": "27362.18721913611803237919884260475721150",
            "fees_usd": 27362.187219136118,
            "failed_transactions": 2792,
            "failed_fees_wei_exact": "127548240851981246365",
            "failed_fees_pol": 127.54824085198125,
            "failed_fees_usd_daily_marks_decimal": "17.15223818568074770645641492156688875",
            "failed_fees_usd": 17.152238185680748,
            "gas_per_transaction": 423265.8036360711,
            "fee_pol_per_transaction": 0.22119061605686774,
            "fee_usd_per_transaction": 0.029744934980700077,
            "gas_weighted_effective_gas_price_gwei": 522.5808798082115,
            "fee_weighted_pol_price_usd": 0.13447647784955175,
            "included_failure_transaction_share": 0.0030351323087225266,
            "included_failure_native_fee_share": 0.0006268591778980701
          },
          "largest_day_native_fee_share": 0.10695183422722065,
          "five_largest_days_native_fee_share": 0.35450761763941513,
          "daily_population_coefficient_of_variation": {
            "transactions": 0.07982987104419578,
            "fees_pol": 0.631611336866106,
            "fees_usd": 0.5770392579595207,
            "fee_pol_per_transaction": 0.568207532017989,
            "gas_weighted_effective_gas_price_gwei": 0.5605021564334257
          },
          "volatility_interpretation": "Population standard deviation divided by daily mean within this completed month; observed fluctuation, not a sampling confidence interval."
        }
      }
    },
    {
      "month": "2025-12",
      "scopes": {
        "union": {
          "transactions": 42326233,
          "gas_used": 15011067526441,
          "fees_wei": "2700308715456558529312527",
          "failed_transactions": 158185,
          "failed_fees_wei": "11778909975662337294149",
          "fees_pol": "2700308.715456558529312527",
          "fees_usd_daily_marks": "296678.73529729654217351249499073521602652",
          "distinct_fee_payers": 39258
        },
        "direct": {
          "transactions": 33447409,
          "gas_used": 13173922163359,
          "fees_wei": "2278936801310377296462485",
          "failed_transactions": 158185,
          "failed_fees_wei": "11778909975662337294149",
          "fees_pol": "2278936.801310377296462485",
          "fees_usd_daily_marks": "250155.69833576983265040797582301377160678",
          "distinct_fee_payers": 25608
        }
      },
      "fromBlock": 79721081,
      "toBlock": 81053170,
      "insights": {
        "label": "2025-12",
        "months": [
          "2025-12"
        ],
        "complete": true,
        "union": {
          "transactions": 42326233,
          "gas_used": 15011067526441,
          "fees_wei_exact": "2700308715456558529312527",
          "fees_pol_exact": "2700308.715456558529312527",
          "fees_pol": 2700308.7154565584,
          "fees_usd_daily_marks_decimal": "296678.73529729654217351249499073521602652",
          "fees_usd": 296678.73529729655,
          "failed_transactions": 158185,
          "failed_fees_wei_exact": "11778909975662337294149",
          "failed_fees_pol": 11778.909975662338,
          "failed_fees_usd_daily_marks_decimal": "1294.80629424783901067058241187597006173",
          "failed_fees_usd": 1294.806294247839,
          "gas_per_transaction": 354651.6300290886,
          "fee_pol_per_transaction": 0.06379752045159696,
          "fee_usd_per_transaction": 0.007009334738040509,
          "gas_weighted_effective_gas_price_gwei": 179.8878534587992,
          "fee_weighted_pol_price_usd": 0.10986845081790404,
          "included_failure_transaction_share": 0.0037372803764511714,
          "included_failure_native_fee_share": 0.004362060496357284
        },
        "direct": {
          "transactions": 33447409,
          "gas_used": 13173922163359,
          "fees_wei_exact": "2278936801310377296462485",
          "fees_pol_exact": "2278936.801310377296462485",
          "fees_pol": 2278936.801310377,
          "fees_usd_daily_marks_decimal": "250155.69833576983265040797582301377160678",
          "fees_usd": 250155.69833576982,
          "failed_transactions": 158185,
          "failed_fees_wei_exact": "11778909975662337294149",
          "failed_fees_pol": 11778.909975662338,
          "failed_fees_usd_daily_marks_decimal": "1294.80629424783901067058241187597006173",
          "failed_fees_usd": 1294.806294247839,
          "gas_per_transaction": 393869.7363182601,
          "fee_pol_per_transaction": 0.06813492791954011,
          "fee_usd_per_transaction": 0.007479075534244516,
          "gas_weighted_effective_gas_price_gwei": 172.98848232524466,
          "fee_weighted_pol_price_usd": 0.10976859831827349,
          "included_failure_transaction_share": 0.004729364836600647,
          "included_failure_native_fee_share": 0.005168598782067815
        },
        "price": {
          "observation_days": 31,
          "daily_arithmetic_mean_usd": 0.11459903262477489,
          "fee_weighted_mean_usd": 0.10986845081790404,
          "daily_min_usd": 0.10303555942916885,
          "daily_max_usd": 0.1287589899836172
        },
        "verified_block_coverage": {
          "requested_from_block": 79721081,
          "requested_to_block": 81053170,
          "verified_contiguous_through_block": 81053170,
          "checkpoint_count": 1559
        },
        "month_over_month": {
          "label": "Month over month",
          "from": "2025-11",
          "to": "2025-12",
          "change_fraction": {
            "transactions": 0.8142741863029783,
            "fees_pol": 0.4193750631193738,
            "fees_usd": 0.008645541490456043,
            "gas_per_transaction": -0.15311590993475122,
            "fee_usd_per_transaction": -0.44405010603947637,
            "gas_weighted_effective_gas_price_gwei": -0.07621634163206703,
            "fee_weighted_pol_price_usd": -0.28937349422375647
          },
          "direct_change_fraction": {
            "transactions": 0.6026721609278414,
            "fees_pol": 0.2914200909761029,
            "fees_usd": -0.08276271683473035,
            "gas_per_transaction": -0.09552433884419587,
            "fee_usd_per_transaction": -0.4276825257673098,
            "gas_weighted_effective_gas_price_gwei": -0.10910615054908401,
            "fee_weighted_pol_price_usd": -0.2897452273086536
          },
          "fee_change_decomposition": {
            "method": "Logarithmic mean Divisia index (LMDI), exact multiplicative accounting identity",
            "formula": "USD = transaction_count \u00d7 gas_per_transaction \u00d7 effective_gas_price_gwei \u00d7 fee_weighted_POL_price_USD / 1e9; contribution_i = logarithmic_mean(USD_from,USD_to) \u00d7 ln(factor_to/factor_from)",
            "interpretation": "Accounting contributions, not causal effects. Gas/transaction includes operation mix; gas price and fee-weighted token price include transaction timing and fee weights.",
            "union": {
              "observed_usd_change": 2542.963023024553,
              "factor_ratios": {
                "transaction_count": 1.8142741863029783,
                "gas_per_transaction": 0.8468840900652488,
                "effective_native_gas_price": 0.923783658367933,
                "fee_weighted_token_dollar_price": 0.7106265057762435
              },
              "additive_usd_contributions_lmdi": {
                "transaction_count": 175968.72816608014,
                "gas_per_transaction": -49093.854110071254,
                "effective_native_gas_price": -23418.965751513864,
                "fee_weighted_token_dollar_price": -100912.94528147056
              },
              "arithmetic_residual_usd": 1.0186340659856796e-10
            },
            "direct": {
              "observed_usd_change": -22571.656872158695,
              "factor_ratios": {
                "transaction_count": 1.6026721609278414,
                "gas_per_transaction": 0.9044756611558041,
                "effective_native_gas_price": 0.890893849450916,
                "fee_weighted_token_dollar_price": 0.7102547726913464
              },
              "additive_usd_contributions_lmdi": {
                "transaction_count": 123238.1008099841,
                "gas_per_transaction": -26232.38624300201,
                "effective_native_gas_price": -30185.567531065237,
                "fee_weighted_token_dollar_price": -89391.80390807548
              },
              "arithmetic_residual_usd": -7.275957614183426e-11
            }
          }
        },
        "year_over_year": {
          "label": "Same month previous year",
          "from": "2024-12",
          "to": "2025-12",
          "change_fraction": {
            "transactions": 2.9119342729157576,
            "fees_pol": 3.5691127080225025,
            "fees_usd": -0.02587347793293071,
            "gas_per_transaction": -0.009433334964915385,
            "fee_usd_per_transaction": -0.750985969061028,
            "gas_weighted_effective_gas_price_gwei": 0.17911621829350777,
            "fee_weighted_pol_price_usd": -0.7868018181392885
          },
          "direct_change_fraction": {
            "transactions": 10.448902959522512,
            "fees_pol": 18.60452964961033,
            "fees_usd": 3.0154052657546897,
            "gas_per_transaction": 0.2722661022170598,
            "fee_usd_per_transaction": -0.6492759804191618,
            "gas_weighted_effective_gas_price_gwei": 0.3459055894546901,
            "fee_weighted_pol_price_usd": -0.7951797193035691
          },
          "fee_change_decomposition": {
            "method": "Logarithmic mean Divisia index (LMDI), exact multiplicative accounting identity",
            "formula": "USD = transaction_count \u00d7 gas_per_transaction \u00d7 effective_gas_price_gwei \u00d7 fee_weighted_POL_price_USD / 1e9; contribution_i = logarithmic_mean(USD_from,USD_to) \u00d7 ln(factor_to/factor_from)",
            "interpretation": "Accounting contributions, not causal effects. Gas/transaction includes operation mix; gas price and fee-weighted token price include transaction timing and fee weights.",
            "union": {
              "observed_usd_change": -7879.993550114916,
              "factor_ratios": {
                "transaction_count": 3.9119342729157576,
                "gas_per_transaction": 0.9905666650350846,
                "effective_native_gas_price": 1.1791162182935078,
                "fee_weighted_token_dollar_price": 0.21319818186071146
              },
              "additive_usd_contributions_lmdi": {
                "transaction_count": 410030.0754619973,
                "gas_per_transaction": -2849.1344620398554,
                "effective_native_gas_price": 49528.666382430776,
                "fee_weighted_token_dollar_price": -464589.6009325032
              },
              "arithmetic_residual_usd": 5.820766091346741e-11
            },
            "direct": {
              "observed_usd_change": 187856.70688172703,
              "factor_ratios": {
                "transaction_count": 11.448902959522512,
                "gas_per_transaction": 1.2722661022170598,
                "effective_native_gas_price": 1.34590558945469,
                "fee_weighted_token_dollar_price": 0.20482028069643088
              },
              "additive_usd_contributions_lmdi": {
                "transaction_count": 329445.4436138815,
                "gas_per_transaction": 32540.5239003722,
                "effective_native_gas_price": 40144.23997801818,
                "fee_weighted_token_dollar_price": -214273.50061054484
              },
              "arithmetic_residual_usd": 2.9103830456733704e-11
            }
          }
        },
        "daily_fluctuations": {
          "largest_native_fee_day": {
            "day": "2025-12-30",
            "transactions": 1961327,
            "gas_used": 692351929766,
            "fees_wei_exact": "463916979216652074530011",
            "fees_pol_exact": "463916.979216652074530011",
            "fees_pol": 463916.97921665205,
            "fees_usd_daily_marks_decimal": "48164.24689955390023012540199658351223979",
            "fees_usd": 48164.2468995539,
            "failed_transactions": 4135,
            "failed_fees_wei_exact": "1143698408524367066083",
            "failed_fees_pol": 1143.698408524367,
            "failed_fees_usd_daily_marks_decimal": "118.73972067116187533994161786062190387",
            "failed_fees_usd": 118.73972067116188,
            "gas_per_transaction": 353001.78387693636,
            "fee_pol_per_transaction": 0.2365321943850526,
            "fee_usd_per_transaction": 0.024556969286383096,
            "gas_weighted_effective_gas_price_gwei": 670.0594874826824,
            "fee_weighted_pol_price_usd": 0.10382083229823089,
            "included_failure_transaction_share": 0.002108266495082156,
            "included_failure_native_fee_share": 0.0024653083628358705
          },
          "largest_usd_valuation_day": {
            "day": "2025-12-30",
            "transactions": 1961327,
            "gas_used": 692351929766,
            "fees_wei_exact": "463916979216652074530011",
            "fees_pol_exact": "463916.979216652074530011",
            "fees_pol": 463916.97921665205,
            "fees_usd_daily_marks_decimal": "48164.24689955390023012540199658351223979",
            "fees_usd": 48164.2468995539,
            "failed_transactions": 4135,
            "failed_fees_wei_exact": "1143698408524367066083",
            "failed_fees_pol": 1143.698408524367,
            "failed_fees_usd_daily_marks_decimal": "118.73972067116187533994161786062190387",
            "failed_fees_usd": 118.73972067116188,
            "gas_per_transaction": 353001.78387693636,
            "fee_pol_per_transaction": 0.2365321943850526,
            "fee_usd_per_transaction": 0.024556969286383096,
            "gas_weighted_effective_gas_price_gwei": 670.0594874826824,
            "fee_weighted_pol_price_usd": 0.10382083229823089,
            "included_failure_transaction_share": 0.002108266495082156,
            "included_failure_native_fee_share": 0.0024653083628358705
          },
          "largest_day_native_fee_share": 0.17180145979650133,
          "five_largest_days_native_fee_share": 0.516585939183281,
          "daily_population_coefficient_of_variation": {
            "transactions": 0.21767845404224243,
            "fees_pol": 1.1570011851051836,
            "fees_usd": 1.0907940756375596,
            "fee_pol_per_transaction": 0.9053398086673878,
            "gas_weighted_effective_gas_price_gwei": 0.911722199945345
          },
          "volatility_interpretation": "Population standard deviation divided by daily mean within this completed month; observed fluctuation, not a sampling confidence interval."
        }
      }
    },
    {
      "month": "2026-01",
      "scopes": {
        "union": {
          "transactions": 69352552,
          "gas_used": 27918078233847,
          "fees_wei": "18596661640128817387062142",
          "failed_transactions": 293525,
          "failed_fees_wei": "61149025346696227501251",
          "fees_pol": "18596661.640128817387062142",
          "fees_usd_daily_marks": "2409394.02988189698688143086797616782178893",
          "distinct_fee_payers": 40145
        },
        "direct": {
          "transactions": 58256913,
          "gas_used": 25373956696307,
          "fees_wei": "16952448567720702794393849",
          "failed_transactions": 293525,
          "failed_fees_wei": "61149025346696227501251",
          "fees_pol": "16952448.567720702794393849",
          "fees_usd_daily_marks": "2193606.20420729104823870166679207472941894",
          "distinct_fee_payers": 22571
        }
      },
      "fromBlock": 81053171,
      "toBlock": 82391996,
      "insights": {
        "label": "2026-01",
        "months": [
          "2026-01"
        ],
        "complete": true,
        "union": {
          "transactions": 69352552,
          "gas_used": 27918078233847,
          "fees_wei_exact": "18596661640128817387062142",
          "fees_pol_exact": "18596661.640128817387062142",
          "fees_pol": 18596661.640128817,
          "fees_usd_daily_marks_decimal": "2409394.02988189698688143086797616782178893",
          "fees_usd": 2409394.029881897,
          "failed_transactions": 293525,
          "failed_fees_wei_exact": "61149025346696227501251",
          "failed_fees_pol": 61149.025346696224,
          "failed_fees_usd_daily_marks_decimal": "7564.73813269154814264688262922575683805",
          "failed_fees_usd": 7564.738132691548,
          "gas_per_transaction": 402553.00531474315,
          "fee_pol_per_transaction": 0.2681467531307113,
          "fee_usd_per_transaction": 0.03474124542499744,
          "gas_weighted_effective_gas_price_gwei": 666.1153924836707,
          "fee_weighted_pol_price_usd": 0.12956056718711195,
          "included_failure_transaction_share": 0.004232360476078804,
          "included_failure_native_fee_share": 0.0032881721746631
        },
        "direct": {
          "transactions": 58256913,
          "gas_used": 25373956696307,
          "fees_wei_exact": "16952448567720702794393849",
          "fees_pol_exact": "16952448.567720702794393849",
          "fees_pol": 16952448.567720704,
          "fees_usd_daily_marks_decimal": "2193606.20420729104823870166679207472941894",
          "fees_usd": 2193606.204207291,
          "failed_transactions": 293525,
          "failed_fees_wei_exact": "61149025346696227501251",
          "failed_fees_pol": 61149.025346696224,
          "failed_fees_usd_daily_marks_decimal": "7564.73813269154814264688262922575683805",
          "failed_fees_usd": 7564.738132691548,
          "gas_per_transaction": 435552.7162296945,
          "fee_pol_per_transaction": 0.29099462526826136,
          "fee_usd_per_transaction": 0.03765400690227597,
          "gas_weighted_effective_gas_price_gwei": 668.1042602310429,
          "fee_weighted_pol_price_usd": 0.12939760267930586,
          "included_failure_transaction_share": 0.005038457839329729,
          "included_failure_native_fee_share": 0.003607091040708455
        },
        "price": {
          "observation_days": 31,
          "daily_arithmetic_mean_usd": 0.1322842157480387,
          "fee_weighted_mean_usd": 0.12956056718711195,
          "daily_min_usd": 0.0998261007964076,
          "daily_max_usd": 0.17276617531694832
        },
        "verified_block_coverage": {
          "requested_from_block": 81053171,
          "requested_to_block": 82391996,
          "verified_contiguous_through_block": 82391996,
          "checkpoint_count": 1870
        },
        "month_over_month": {
          "label": "Month over month",
          "from": "2025-12",
          "to": "2026-01",
          "change_fraction": {
            "transactions": 0.6385240803262602,
            "fees_pol": 5.886865021647927,
            "fees_usd": 7.121222532068183,
            "gas_per_transaction": 0.13506599499267957,
            "fee_usd_per_transaction": 3.956425498764168,
            "gas_weighted_effective_gas_price_gwei": 2.702948140610478,
            "fee_weighted_pol_price_usd": 0.17923358546163204
          },
          "direct_change_fraction": {
            "transactions": 0.7417466626488167,
            "fees_pol": 6.438753263352074,
            "fees_usd": 7.768963564695367,
            "gas_per_transaction": 0.10582935439790475,
            "fee_usd_per_transaction": 4.034580374254706,
            "gas_weighted_effective_gas_price_gwei": 2.8621314624571665,
            "fee_weighted_pol_price_usd": 0.17882167269839933
          },
          "fee_change_decomposition": {
            "method": "Logarithmic mean Divisia index (LMDI), exact multiplicative accounting identity",
            "formula": "USD = transaction_count \u00d7 gas_per_transaction \u00d7 effective_gas_price_gwei \u00d7 fee_weighted_POL_price_USD / 1e9; contribution_i = logarithmic_mean(USD_from,USD_to) \u00d7 ln(factor_to/factor_from)",
            "interpretation": "Accounting contributions, not causal effects. Gas/transaction includes operation mix; gas price and fee-weighted token price include transaction timing and fee weights.",
            "union": {
              "observed_usd_change": 2112715.2945846003,
              "factor_ratios": {
                "transaction_count": 1.6385240803262602,
                "gas_per_transaction": 1.1350659949926796,
                "effective_native_gas_price": 3.702948140610478,
                "fee_weighted_token_dollar_price": 1.179233585461632
              },
              "additive_usd_contributions_lmdi": {
                "transaction_count": 498094.8831173789,
                "gas_per_transaction": 127793.76736812008,
                "effective_native_gas_price": 1320526.6046902586,
                "fee_weighted_token_dollar_price": 166300.03940884286
              },
              "arithmetic_residual_usd": -4.656612873077393e-10
            },
            "direct": {
              "observed_usd_change": 1943450.505871521,
              "factor_ratios": {
                "transaction_count": 1.7417466626488167,
                "gas_per_transaction": 1.1058293543979048,
                "effective_native_gas_price": 3.8621314624571665,
                "fee_weighted_token_dollar_price": 1.1788216726983993
              },
              "additive_usd_contributions_lmdi": {
                "transaction_count": 496678.7809088532,
                "gas_per_transaction": 90042.78460835105,
                "effective_native_gas_price": 1209471.7958764597,
                "fee_weighted_token_dollar_price": 147257.14447785722
              },
              "arithmetic_residual_usd": -2.3283064365386963e-10
            }
          }
        },
        "year_over_year": {
          "label": "Same month previous year",
          "from": "2025-01",
          "to": "2026-01",
          "change_fraction": {
            "transactions": 8.588270085338685,
            "fees_pol": 97.63158055549927,
            "fees_usd": 26.434892300231223,
            "gas_per_transaction": 0.1004429078521023,
            "fee_usd_per_transaction": 1.8612974036037642,
            "gas_weighted_effective_gas_price_gwei": 8.347774301961808,
            "fee_weighted_pol_price_usd": -0.7218447464218236
          },
          "direct_change_fraction": {
            "transactions": 21.729056538110253,
            "fees_pol": 247.56786432716288,
            "fees_usd": 68.6179691091634,
            "gas_per_transaction": 0.3067185471537397,
            "fee_usd_per_transaction": 2.0629502369547805,
            "gas_weighted_effective_gas_price_gwei": 7.369153176068918,
            "fee_weighted_pol_price_usd": -0.7199236944903995
          },
          "fee_change_decomposition": {
            "method": "Logarithmic mean Divisia index (LMDI), exact multiplicative accounting identity",
            "formula": "USD = transaction_count \u00d7 gas_per_transaction \u00d7 effective_gas_price_gwei \u00d7 fee_weighted_POL_price_USD / 1e9; contribution_i = logarithmic_mean(USD_from,USD_to) \u00d7 ln(factor_to/factor_from)",
            "interpretation": "Accounting contributions, not causal effects. Gas/transaction includes operation mix; gas price and fee-weighted token price include transaction timing and fee weights.",
            "union": {
              "observed_usd_change": 2321571.7777106506,
              "factor_ratios": {
                "transaction_count": 9.588270085338685,
                "gas_per_transaction": 1.1004429078521023,
                "effective_native_gas_price": 9.347774301961808,
                "fee_weighted_token_dollar_price": 0.27815525357817633
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              "additive_usd_contributions_lmdi": {
                "transaction_count": 1584631.3792013093,
                "gas_per_transaction": 67094.31473301463,
                "effective_native_gas_price": 1566824.5122604042,
                "fee_weighted_token_dollar_price": -896978.4284840774
              },
              "arithmetic_residual_usd": 0.0
            },
            "direct": {
              "observed_usd_change": 2162097.008632113,
              "factor_ratios": {
                "transaction_count": 22.729056538110253,
                "gas_per_transaction": 1.3067185471537397,
                "effective_native_gas_price": 8.369153176068918,
                "fee_weighted_token_dollar_price": 0.28007630550960055
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              "additive_usd_contributions_lmdi": {
                "transaction_count": 1591700.5608907442,
                "gas_per_transaction": 136318.42623023113,
                "effective_native_gas_price": 1082598.2707681342,
                "fee_weighted_token_dollar_price": -648520.249256996
              },
              "arithmetic_residual_usd": -4.656612873077393e-10
            }
          }
        },
        "daily_fluctuations": {
          "largest_native_fee_day": {
            "day": "2026-01-05",
            "transactions": 2349842,
            "gas_used": 864398355873,
            "fees_wei_exact": "2193113625565779295938633",
            "fees_pol_exact": "2193113.625565779295938633",
            "fees_pol": 2193113.6255657794,
            "fees_usd_daily_marks_decimal": "264904.130475251343962173076027737020039",
            "fees_usd": 264904.13047525135,
            "failed_transactions": 7105,
            "failed_fees_wei_exact": "11379611180858231000529",
            "failed_fees_pol": 11379.611180858232,
            "failed_fees_usd_daily_marks_decimal": "1374.532523016911994647221539730369407",
            "failed_fees_usd": 1374.532523016912,
            "gas_per_transaction": 367853.8199049127,
            "fee_pol_per_transaction": 0.9333025903723652,
            "fee_usd_per_transaction": 0.11273274138229351,
            "gas_weighted_effective_gas_price_gwei": 2537.1561741933697,
            "fee_weighted_pol_price_usd": 0.120789058709583,
            "included_failure_transaction_share": 0.0030236075446774717,
            "included_failure_native_fee_share": 0.005188792339896443
          },
          "largest_usd_valuation_day": {
            "day": "2026-01-05",
            "transactions": 2349842,
            "gas_used": 864398355873,
            "fees_wei_exact": "2193113625565779295938633",
            "fees_pol_exact": "2193113.625565779295938633",
            "fees_pol": 2193113.6255657794,
            "fees_usd_daily_marks_decimal": "264904.130475251343962173076027737020039",
            "fees_usd": 264904.13047525135,
            "failed_transactions": 7105,
            "failed_fees_wei_exact": "11379611180858231000529",
            "failed_fees_pol": 11379.611180858232,
            "failed_fees_usd_daily_marks_decimal": "1374.532523016911994647221539730369407",
            "failed_fees_usd": 1374.532523016912,
            "gas_per_transaction": 367853.8199049127,
            "fee_pol_per_transaction": 0.9333025903723652,
            "fee_usd_per_transaction": 0.11273274138229351,
            "gas_weighted_effective_gas_price_gwei": 2537.1561741933697,
            "fee_weighted_pol_price_usd": 0.120789058709583,
            "included_failure_transaction_share": 0.0030236075446774717,
            "included_failure_native_fee_share": 0.005188792339896443
          },
          "largest_day_native_fee_share": 0.1179305010762452,
          "five_largest_days_native_fee_share": 0.40459568840054083,
          "daily_population_coefficient_of_variation": {
            "transactions": 0.10321896328797908,
            "fees_pol": 0.8001579032701222,
            "fees_usd": 0.7477040727415695,
            "fee_pol_per_transaction": 0.7737293028385125,
            "gas_weighted_effective_gas_price_gwei": 0.809557582141371
          },
          "volatility_interpretation": "Population standard deviation divided by daily mean within this completed month; observed fluctuation, not a sampling confidence interval."
        }
      }
    },
    {
      "month": "2026-02",
      "scopes": {
        "union": {
          "transactions": 99561781,
          "gas_used": 41951481736382,
          "fees_wei": "30090318729886548635002871",
          "failed_transactions": 560301,
          "failed_fees_wei": "44416836572008874271072",
          "fees_pol": "30090318.729886548635002871",
          "fees_usd_daily_marks": "3109921.92141074127737236193427172996736624",
          "distinct_fee_payers": 47983
        },
        "direct": {
          "transactions": 90384157,
          "gas_used": 39760431989742,
          "fees_wei": "28680192210611406947912330",
          "failed_transactions": 560301,
          "failed_fees_wei": "44416836572008874271072",
          "fees_pol": "28680192.21061140694791233",
          "fees_usd_daily_marks": "2964501.67085801136900734594331573478922404",
          "distinct_fee_payers": 33041
        }
      },
      "fromBlock": 82391997,
      "toBlock": 83601584,
      "insights": {
        "label": "2026-02",
        "months": [
          "2026-02"
        ],
        "complete": true,
        "union": {
          "transactions": 99561781,
          "gas_used": 41951481736382,
          "fees_wei_exact": "30090318729886548635002871",
          "fees_pol_exact": "30090318.729886548635002871",
          "fees_pol": 30090318.72988655,
          "fees_usd_daily_marks_decimal": "3109921.92141074127737236193427172996736624",
          "fees_usd": 3109921.9214107413,
          "failed_transactions": 560301,
          "failed_fees_wei_exact": "44416836572008874271072",
          "failed_fees_pol": 44416.83657200888,
          "failed_fees_usd_daily_marks_decimal": "4576.52955226509213322121782480126744940",
          "failed_fees_usd": 4576.529552265092,
          "gas_per_transaction": 421361.3026506828,
          "fee_pol_per_transaction": 0.30222760609200583,
          "fee_usd_per_transaction": 0.031236101746821315,
          "gas_weighted_effective_gas_price_gwei": 717.2647421364148,
          "fee_weighted_pol_price_usd": 0.10335290726986815,
          "included_failure_transaction_share": 0.005627671525884013,
          "included_failure_native_fee_share": 0.001476117184757263
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        "direct": {
          "transactions": 90384157,
          "gas_used": 39760431989742,
          "fees_wei_exact": "28680192210611406947912330",
          "fees_pol_exact": "28680192.21061140694791233",
          "fees_pol": 28680192.210611407,
          "fees_usd_daily_marks_decimal": "2964501.67085801136900734594331573478922404",
          "fees_usd": 2964501.6708580116,
          "failed_transactions": 560301,
          "failed_fees_wei_exact": "44416836572008874271072",
          "failed_fees_pol": 44416.83657200888,
          "failed_fees_usd_daily_marks_decimal": "4576.52955226509213322121782480126744940",
          "failed_fees_usd": 4576.529552265092,
          "gas_per_transaction": 439904.882774334,
          "fee_pol_per_transaction": 0.317314374139833,
          "fee_usd_per_transaction": 0.03279890822965812,
          "gas_weighted_effective_gas_price_gwei": 721.3249649302292,
          "fee_weighted_pol_price_usd": 0.10336407960896346,
          "included_failure_transaction_share": 0.006199106332318838,
          "included_failure_native_fee_share": 0.0015486938248473472
        },
        "price": {
          "observation_days": 28,
          "daily_arithmetic_mean_usd": 0.10387957589875357,
          "fee_weighted_mean_usd": 0.10335290726986815,
          "daily_min_usd": 0.08911131957051972,
          "daily_max_usd": 0.11626391875084545
        },
        "verified_block_coverage": {
          "requested_from_block": 82391997,
          "requested_to_block": 83601584,
          "verified_contiguous_through_block": 83601584,
          "checkpoint_count": 2643
        },
        "month_over_month": {
          "label": "Month over month",
          "from": "2026-01",
          "to": "2026-02",
          "change_fraction": {
            "transactions": 0.43558929165288673,
            "fees_pol": 0.618049481792804,
            "fees_usd": 0.29074857945222954,
            "gas_per_transaction": 0.046722536132189685,
            "fee_usd_per_transaction": -0.10089286193678193,
            "gas_weighted_effective_gas_price_gwei": 0.07678752094592678,
            "fee_weighted_pol_price_usd": -0.2022811453070793
          },
          "direct_change_fraction": {
            "transactions": 0.5514752214900229,
            "fees_pol": 0.6918023432450693,
            "fees_usd": 0.3514283763294248,
            "gas_per_transaction": 0.00999228424589682,
            "fee_usd_per_transaction": -0.12893976158283404,
            "gas_weighted_effective_gas_price_gwei": 0.07965928054519744,
            "fee_weighted_pol_price_usd": -0.20119014982729555
          },
          "fee_change_decomposition": {
            "method": "Logarithmic mean Divisia index (LMDI), exact multiplicative accounting identity",
            "formula": "USD = transaction_count \u00d7 gas_per_transaction \u00d7 effective_gas_price_gwei \u00d7 fee_weighted_POL_price_USD / 1e9; contribution_i = logarithmic_mean(USD_from,USD_to) \u00d7 ln(factor_to/factor_from)",
            "interpretation": "Accounting contributions, not causal effects. Gas/transaction includes operation mix; gas price and fee-weighted token price include transaction timing and fee weights.",
            "union": {
              "observed_usd_change": 700527.8915288444,
              "factor_ratios": {
                "transaction_count": 1.4355892916528867,
                "gas_per_transaction": 1.0467225361321897,
                "effective_native_gas_price": 1.0767875209459268,
                "fee_weighted_token_dollar_price": 0.7977188546929207
              },
              "additive_usd_contributions_lmdi": {
                "transaction_count": 992443.1505498857,
                "gas_per_transaction": 125337.09572467403,
                "effective_native_gas_price": 203064.1880301368,
                "fee_weighted_token_dollar_price": -620316.5427758527
              },
              "arithmetic_residual_usd": 5.820766091346741e-10
            },
            "direct": {
              "observed_usd_change": 770895.4666507207,
              "factor_ratios": {
                "transaction_count": 1.551475221490023,
                "gas_per_transaction": 1.0099922842458968,
                "effective_native_gas_price": 1.0796592805451974,
                "fee_weighted_token_dollar_price": 0.7988098501727044
              },
              "additive_usd_contributions_lmdi": {
                "transaction_count": 1124252.0437830195,
                "gas_per_transaction": 25450.666066862046,
                "effective_native_gas_price": 196192.2782671547,
                "fee_weighted_token_dollar_price": -574999.5214663168
              },
              "arithmetic_residual_usd": 1.280568540096283e-09
            }
          }
        },
        "year_over_year": {
          "label": "Same month previous year",
          "from": "2025-02",
          "to": "2026-02",
          "change_fraction": {
            "transactions": 18.493102451102185,
            "fees_pol": 198.60400750614085,
            "fees_usd": 67.32489446194172,
            "gas_per_transaction": 0.14693433529740108,
            "fee_usd_per_transaction": 2.5050805603332003,
            "gas_weighted_effective_gas_price_gwei": 7.927908629188526,
            "fee_weighted_pol_price_usd": -0.6576977821457832
          },
          "direct_change_fraction": {
            "transactions": 41.50657674134682,
            "fees_pol": 414.8314798020125,
            "fees_usd": 141.47053815008962,
            "gas_per_transaction": 0.2531876992503741,
            "fee_usd_per_transaction": 2.351729286906002,
            "gas_weighted_effective_gas_price_gwei": 6.806297706300003,
            "fee_weighted_pol_price_usd": -0.657383952225254
          },
          "fee_change_decomposition": {
            "method": "Logarithmic mean Divisia index (LMDI), exact multiplicative accounting identity",
            "formula": "USD = transaction_count \u00d7 gas_per_transaction \u00d7 effective_gas_price_gwei \u00d7 fee_weighted_POL_price_USD / 1e9; contribution_i = logarithmic_mean(USD_from,USD_to) \u00d7 ln(factor_to/factor_from)",
            "interpretation": "Accounting contributions, not causal effects. Gas/transaction includes operation mix; gas price and fee-weighted token price include transaction timing and fee weights.",
            "union": {
              "observed_usd_change": 3064405.247789781,
              "factor_ratios": {
                "transaction_count": 19.493102451102185,
                "gas_per_transaction": 1.146934335297401,
                "effective_native_gas_price": 8.927908629188526,
                "fee_weighted_token_dollar_price": 0.3423022178542167
              },
              "additive_usd_contributions_lmdi": {
                "transaction_count": 2154564.1070084404,
                "gas_per_transaction": 99450.75194320652,
                "effective_native_gas_price": 1588093.2527512219,
                "fee_weighted_token_dollar_price": -777702.863913087
              },
              "arithmetic_residual_usd": -4.656612873077393e-10
            },
            "direct": {
              "observed_usd_change": 2943693.848347122,
              "factor_ratios": {
                "transaction_count": 42.50657674134682,
                "gas_per_transaction": 1.253187699250374,
                "effective_native_gas_price": 7.806297706300003,
                "fee_weighted_token_dollar_price": 0.3426160477747459
              },
              "additive_usd_contributions_lmdi": {
                "transaction_count": 2225760.5542470356,
                "gas_per_transaction": 133967.63782173302,
                "effective_native_gas_price": 1219786.6954952641,
                "fee_weighted_token_dollar_price": -635821.0392169117
              },
              "arithmetic_residual_usd": 9.313225746154785e-10
            }
          }
        },
        "daily_fluctuations": {
          "largest_native_fee_day": {
            "day": "2026-02-14",
            "transactions": 3987145,
            "gas_used": 1717054784274,
            "fees_wei_exact": "2603334070263229076129642",
            "fees_pol_exact": "2603334.070263229076129642",
            "fees_pol": 2603334.070263229,
            "fees_usd_daily_marks_decimal": "277072.59833986023452260710438609646968532",
            "fees_usd": 277072.5983398602,
            "failed_transactions": 12609,
            "failed_fees_wei_exact": "4059389027836000896649",
            "failed_fees_pol": 4059.389027836001,
            "failed_fees_usd_daily_marks_decimal": "432.04038946147022952573878525903918354",
            "failed_fees_usd": 432.0403894614702,
            "gas_per_transaction": 430647.69008250267,
            "fee_pol_per_transaction": 0.652931877386759,
            "fee_usd_per_transaction": 0.06949147782181492,
            "gas_weighted_effective_gas_price_gwei": 1516.162497613006,
            "fee_weighted_pol_price_usd": 0.10642990521452546,
            "included_failure_transaction_share": 0.0031624132054389794,
            "included_failure_native_fee_share": 0.0015593039226907775
          },
          "largest_usd_valuation_day": {
            "day": "2026-02-14",
            "transactions": 3987145,
            "gas_used": 1717054784274,
            "fees_wei_exact": "2603334070263229076129642",
            "fees_pol_exact": "2603334.070263229076129642",
            "fees_pol": 2603334.070263229,
            "fees_usd_daily_marks_decimal": "277072.59833986023452260710438609646968532",
            "fees_usd": 277072.5983398602,
            "failed_transactions": 12609,
            "failed_fees_wei_exact": "4059389027836000896649",
            "failed_fees_pol": 4059.389027836001,
            "failed_fees_usd_daily_marks_decimal": "432.04038946147022952573878525903918354",
            "failed_fees_usd": 432.0403894614702,
            "gas_per_transaction": 430647.69008250267,
            "fee_pol_per_transaction": 0.652931877386759,
            "fee_usd_per_transaction": 0.06949147782181492,
            "gas_weighted_effective_gas_price_gwei": 1516.162497613006,
            "fee_weighted_pol_price_usd": 0.10642990521452546,
            "included_failure_transaction_share": 0.0031624132054389794,
            "included_failure_native_fee_share": 0.0015593039226907775
          },
          "largest_day_native_fee_share": 0.0865173311599895,
          "five_largest_days_native_fee_share": 0.3220371273172214,
          "daily_population_coefficient_of_variation": {
            "transactions": 0.21360315742772595,
            "fees_pol": 0.4388569845722841,
            "fees_usd": 0.442363229301862,
            "fee_pol_per_transaction": 0.4176363145266754,
            "gas_weighted_effective_gas_price_gwei": 0.40729583656791
          },
          "volatility_interpretation": "Population standard deviation divided by daily mean within this completed month; observed fluctuation, not a sampling confidence interval."
        }
      }
    },
    {
      "month": "2026-03",
      "scopes": {
        "union": {
          "transactions": 155699030,
          "gas_used": 63448140577431,
          "fees_wei": "19563706200337206854787627",
          "failed_transactions": 2492061,
          "failed_fees_wei": "107630828663955545331204",
          "fees_pol": "19563706.200337206854787627",
          "fees_usd_daily_marks": "1908054.43270458526186146594787690761131058",
          "distinct_fee_payers": 88289
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        "direct": {
          "transactions": 136395182,
          "gas_used": 59339288509105,
          "fees_wei": "18445500546179003245376602",
          "failed_transactions": 2492061,
          "failed_fees_wei": "107630828663955545331204",
          "fees_pol": "18445500.546179003245376602",
          "fees_usd_daily_marks": "1799205.12810206717414697339505953183496463",
          "distinct_fee_payers": 66906
        }
      },
      "fromBlock": 83601585,
      "toBlock": 84940781,
      "insights": {
        "label": "2026-03",
        "months": [
          "2026-03"
        ],
        "complete": true,
        "union": {
          "transactions": 155699030,
          "gas_used": 63448140577431,
          "fees_wei_exact": "19563706200337206854787627",
          "fees_pol_exact": "19563706.200337206854787627",
          "fees_pol": 19563706.200337205,
          "fees_usd_daily_marks_decimal": "1908054.43270458526186146594787690761131058",
          "fees_usd": 1908054.4327045854,
          "failed_transactions": 2492061,
          "failed_fees_wei_exact": "107630828663955545331204",
          "failed_fees_pol": 107630.82866395554,
          "failed_fees_usd_daily_marks_decimal": "10307.76236443298741924162940206800968785",
          "failed_fees_usd": 10307.762364432987,
          "gas_per_transaction": 407505.0472532231,
          "fee_pol_per_transaction": 0.12565079050484262,
          "fee_usd_per_transaction": 0.012254761206313136,
          "gas_weighted_effective_gas_price_gwei": 308.34167908296706,
          "fee_weighted_pol_price_usd": 0.09753031522583883,
          "included_failure_transaction_share": 0.016005629579066743,
          "included_failure_native_fee_share": 0.00550155617559317
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        "direct": {
          "transactions": 136395182,
          "gas_used": 59339288509105,
          "fees_wei_exact": "18445500546179003245376602",
          "fees_pol_exact": "18445500.546179003245376602",
          "fees_pol": 18445500.546179004,
          "fees_usd_daily_marks_decimal": "1799205.12810206717414697339505953183496463",
          "fees_usd": 1799205.1281020672,
          "failed_transactions": 2492061,
          "failed_fees_wei_exact": "107630828663955545331204",
          "failed_fees_pol": 107630.82866395554,
          "failed_fees_usd_daily_marks_decimal": "10307.76236443298741924162940206800968785",
          "failed_fees_usd": 10307.762364432987,
          "gas_per_transaction": 435054.1392958074,
          "fee_pol_per_transaction": 0.1352357192952681,
          "fee_usd_per_transaction": 0.013191119376211303,
          "gas_weighted_effective_gas_price_gwei": 310.84802345327637,
          "fee_weighted_pol_price_usd": 0.09754168088839278,
          "included_failure_transaction_share": 0.01827088731037435,
          "included_failure_native_fee_share": 0.00583507226569958
        },
        "price": {
          "observation_days": 31,
          "daily_arithmetic_mean_usd": 0.097197717729048,
          "fee_weighted_mean_usd": 0.09753031522583883,
          "daily_min_usd": 0.08986255029640346,
          "daily_max_usd": 0.10665594809251527
        },
        "verified_block_coverage": {
          "requested_from_block": 83601585,
          "requested_to_block": 84940781,
          "verified_contiguous_through_block": 84940781,
          "checkpoint_count": 3824
        },
        "month_over_month": {
          "label": "Month over month",
          "from": "2026-02",
          "to": "2026-03",
          "change_fraction": {
            "transactions": 0.563843358728185,
            "fees_pol": -0.3498338659701208,
            "fees_usd": -0.38646227110452913,
            "gas_per_transaction": -0.03288449914667846,
            "fee_usd_per_transaction": -0.60767315634832,
            "gas_weighted_effective_gas_price_gwei": -0.5701145463186251,
            "fee_weighted_pol_price_usd": -0.05633699329643205
          },
          "direct_change_fraction": {
            "transactions": 0.5090607306322501,
            "fees_pol": -0.35685575568233674,
            "fees_usd": -0.3930834494752281,
            "gas_per_transaction": -0.011026800720952634,
            "fee_usd_per_transaction": -0.5978183394445017,
            "gas_weighted_effective_gas_price_gwei": -0.5690596630281007,
            "fee_weighted_pol_price_usd": -0.05632903367008524
          },
          "fee_change_decomposition": {
            "method": "Logarithmic mean Divisia index (LMDI), exact multiplicative accounting identity",
            "formula": "USD = transaction_count \u00d7 gas_per_transaction \u00d7 effective_gas_price_gwei \u00d7 fee_weighted_POL_price_USD / 1e9; contribution_i = logarithmic_mean(USD_from,USD_to) \u00d7 ln(factor_to/factor_from)",
            "interpretation": "Accounting contributions, not causal effects. Gas/transaction includes operation mix; gas price and fee-weighted token price include transaction timing and fee weights.",
            "union": {
              "observed_usd_change": -1201867.488706156,
              "factor_ratios": {
                "transaction_count": 1.563843358728185,
                "gas_per_transaction": 0.9671155008533215,
                "effective_native_gas_price": 0.4298854536813749,
                "fee_weighted_token_dollar_price": 0.943663006703568
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              "additive_usd_contributions_lmdi": {
                "transaction_count": 1100094.0600244403,
                "gas_per_transaction": -82264.37992303757,
                "effective_native_gas_price": -2077036.466505313,
                "fee_weighted_token_dollar_price": -142660.70230224536
              },
              "arithmetic_residual_usd": -2.3283064365386963e-10
            },
            "direct": {
              "observed_usd_change": -1165296.5427559444,
              "factor_ratios": {
                "transaction_count": 1.50906073063225,
                "gas_per_transaction": 0.9889731992790474,
                "effective_native_gas_price": 0.43094033697189926,
                "fee_weighted_token_dollar_price": 0.9436709663299148
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              "additive_usd_contributions_lmdi": {
                "transaction_count": 960231.206872818,
                "gas_per_transaction": -25874.63837134175,
                "effective_native_gas_price": -1964358.5222002855,
                "fee_weighted_token_dollar_price": -135294.58905713476
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              "arithmetic_residual_usd": -4.656612873077393e-10
            }
          }
        },
        "year_over_year": {
          "label": "Same month previous year",
          "from": "2025-03",
          "to": "2026-03",
          "change_fraction": {
            "transactions": 32.29047736746587,
            "fees_pol": 185.08524373089216,
            "fees_usd": 75.33981615233934,
            "gas_per_transaction": 0.13510346684088947,
            "fee_usd_per_transaction": 1.2931427299671205,
            "gas_weighted_effective_gas_price_gwei": 3.9244356056222927,
            "fee_weighted_pol_price_usd": -0.5897588942477436
          },
          "direct_change_fraction": {
            "transactions": 69.65588591054255,
            "fees_pol": 427.4329158121222,
            "fees_usd": 174.0000749670418,
            "gas_per_transaction": 0.29648501335309163,
            "fee_usd_per_transaction": 1.4767940096117327,
            "gas_weighted_effective_gas_price_gwei": 3.6769958283931974,
            "fee_weighted_pol_price_usd": -0.5915344771413795
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          "fee_change_decomposition": {
            "method": "Logarithmic mean Divisia index (LMDI), exact multiplicative accounting identity",
            "formula": "USD = transaction_count \u00d7 gas_per_transaction \u00d7 effective_gas_price_gwei \u00d7 fee_weighted_POL_price_USD / 1e9; contribution_i = logarithmic_mean(USD_from,USD_to) \u00d7 ln(factor_to/factor_from)",
            "interpretation": "Accounting contributions, not causal effects. Gas/transaction includes operation mix; gas price and fee-weighted token price include transaction timing and fee weights.",
            "union": {
              "observed_usd_change": 1883060.2091280315,
              "factor_ratios": {
                "transaction_count": 33.29047736746587,
                "gas_per_transaction": 1.1351034668408895,
                "effective_native_gas_price": 4.924435605622293,
                "fee_weighted_token_dollar_price": 0.4102411057522563
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              "additive_usd_contributions_lmdi": {
                "transaction_count": 1522569.9486311062,
                "gas_per_transaction": 55044.485510430844,
                "effective_native_gas_price": 692470.1299344695,
                "fee_weighted_token_dollar_price": -387024.3549479749
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              "arithmetic_residual_usd": 0.0
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            "direct": {
              "observed_usd_change": 1788923.9603457623,
              "factor_ratios": {
                "transaction_count": 70.65588591054255,
                "gas_per_transaction": 1.2964850133530916,
                "effective_native_gas_price": 4.676995828393197,
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              "additive_usd_contributions_lmdi": {
                "transaction_count": 1474779.0436099307,
                "gas_per_transaction": 89937.15811025926,
                "effective_native_gas_price": 534328.8264795622,
                "fee_weighted_token_dollar_price": -310121.06785399007
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              "arithmetic_residual_usd": 0.0
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          }
        },
        "daily_fluctuations": {
          "largest_native_fee_day": {
            "day": "2026-03-06",
            "transactions": 4915179,
            "gas_used": 2073599552258,
            "fees_wei_exact": "1156950962751849763359100",
            "fees_pol_exact": "1156950.9627518497633591",
            "fees_pol": 1156950.9627518498,
            "fees_usd_daily_marks_decimal": "114895.413705477315545669546914522896134",
            "fees_usd": 114895.41370547732,
            "failed_transactions": 61439,
            "failed_fees_wei_exact": "4388792424327780857927",
            "failed_fees_pol": 4388.792424327781,
            "failed_fees_usd_daily_marks_decimal": "435.84571645216768337957543591324735398",
            "failed_fees_usd": 435.84571645216766,
            "gas_per_transaction": 421876.7113584266,
            "fee_pol_per_transaction": 0.23538328161636632,
            "fee_usd_per_transaction": 0.0233756316312137,
            "gas_weighted_effective_gas_price_gwei": 557.9432930972685,
            "fee_weighted_pol_price_usd": 0.09930880167314474,
            "included_failure_transaction_share": 0.012499849954599821,
            "included_failure_native_fee_share": 0.0037934126558733993
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          "largest_usd_valuation_day": {
            "day": "2026-03-06",
            "transactions": 4915179,
            "gas_used": 2073599552258,
            "fees_wei_exact": "1156950962751849763359100",
            "fees_pol_exact": "1156950.9627518497633591",
            "fees_pol": 1156950.9627518498,
            "fees_usd_daily_marks_decimal": "114895.413705477315545669546914522896134",
            "fees_usd": 114895.41370547732,
            "failed_transactions": 61439,
            "failed_fees_wei_exact": "4388792424327780857927",
            "failed_fees_pol": 4388.792424327781,
            "failed_fees_usd_daily_marks_decimal": "435.84571645216768337957543591324735398",
            "failed_fees_usd": 435.84571645216766,
            "gas_per_transaction": 421876.7113584266,
            "fee_pol_per_transaction": 0.23538328161636632,
            "fee_usd_per_transaction": 0.0233756316312137,
            "gas_weighted_effective_gas_price_gwei": 557.9432930972685,
            "fee_weighted_pol_price_usd": 0.09930880167314474,
            "included_failure_transaction_share": 0.012499849954599821,
            "included_failure_native_fee_share": 0.0037934126558733993
          },
          "largest_day_native_fee_share": 0.05913761691697804,
          "five_largest_days_native_fee_share": 0.24774633618526726,
          "daily_population_coefficient_of_variation": {
            "transactions": 0.07671481703135435,
            "fees_pol": 0.3206529768941907,
            "fees_usd": 0.33251724919775116,
            "fee_pol_per_transaction": 0.320883406141534,
            "gas_weighted_effective_gas_price_gwei": 0.30394724242385707
          },
          "volatility_interpretation": "Population standard deviation divided by daily mean within this completed month; observed fluctuation, not a sampling confidence interval."
        }
      }
    },
    {
      "month": "2026-04",
      "scopes": {
        "union": {
          "transactions": 132932820,
          "gas_used": 52542285551652,
          "fees_wei": "14140290540343153494140247",
          "failed_transactions": 2751426,
          "failed_fees_wei": "478117148432316649213605",
          "fees_pol": "14140290.540343153494140247",
          "fees_usd_daily_marks": "1279727.79846318849605955482378354883009140",
          "distinct_fee_payers": 141665
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        "direct": {
          "transactions": 111615339,
          "gas_used": 47433989103480,
          "fees_wei": "12806734495054512672642530",
          "failed_transactions": 2751426,
          "failed_fees_wei": "478117148432316649213605",
          "fees_pol": "12806734.49505451267264253",
          "fees_usd_daily_marks": "1158750.92182310514108263376810819368548632",
          "distinct_fee_payers": 118772
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      },
      "fromBlock": 84940782,
      "toBlock": 86236777,
      "insights": {
        "label": "2026-04",
        "months": [
          "2026-04"
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        "complete": true,
        "union": {
          "transactions": 132932820,
          "gas_used": 52542285551652,
          "fees_wei_exact": "14140290540343153494140247",
          "fees_pol_exact": "14140290.540343153494140247",
          "fees_pol": 14140290.540343154,
          "fees_usd_daily_marks_decimal": "1279727.79846318849605955482378354883009140",
          "fees_usd": 1279727.7984631886,
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          "failed_fees_wei_exact": "478117148432316649213605",
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          "failed_fees_usd_daily_marks_decimal": "44750.59321593453696106145247695425009416",
          "failed_fees_usd": 44750.59321593454,
          "gas_per_transaction": 395254.42664687324,
          "fee_pol_per_transaction": 0.10637170369471703,
          "fee_usd_per_transaction": 0.009626876180488674,
          "gas_weighted_effective_gas_price_gwei": 269.12210597391044,
          "fee_weighted_pol_price_usd": 0.09050222799963291,
          "included_failure_transaction_share": 0.020697868291667927,
          "included_failure_native_fee_share": 0.03381239919138987
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        "direct": {
          "transactions": 111615339,
          "gas_used": 47433989103480,
          "fees_wei_exact": "12806734495054512672642530",
          "fees_pol_exact": "12806734.49505451267264253",
          "fees_pol": 12806734.495054513,
          "fees_usd_daily_marks_decimal": "1158750.92182310514108263376810819368548632",
          "fees_usd": 1158750.921823105,
          "failed_transactions": 2751426,
          "failed_fees_wei_exact": "478117148432316649213605",
          "failed_fees_pol": 478117.14843231667,
          "failed_fees_usd_daily_marks_decimal": "44750.59321593453696106145247695425009416",
          "failed_fees_usd": 44750.59321593454,
          "gas_per_transaction": 424977.3331197784,
          "fee_pol_per_transaction": 0.11473991487007455,
          "fee_usd_per_transaction": 0.01038164585804022,
          "gas_weighted_effective_gas_price_gwei": 269.9906699205896,
          "fee_weighted_pol_price_usd": 0.09047981140473958,
          "included_failure_transaction_share": 0.02465096665611525,
          "included_failure_native_fee_share": 0.03733325998262459
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        "price": {
          "observation_days": 30,
          "daily_arithmetic_mean_usd": 0.0902400990452485,
          "fee_weighted_mean_usd": 0.09050222799963291,
          "daily_min_usd": 0.08246636455681364,
          "daily_max_usd": 0.09539412775381116
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        "verified_block_coverage": {
          "requested_from_block": 84940782,
          "requested_to_block": 86236777,
          "verified_contiguous_through_block": 86236777,
          "checkpoint_count": 3381
        },
        "month_over_month": {
          "label": "Month over month",
          "from": "2026-03",
          "to": "2026-04",
          "change_fraction": {
            "transactions": -0.14621934381993262,
            "fees_pol": -0.27721821236001654,
            "fees_usd": -0.32930225861050033,
            "gas_per_transaction": -0.030062500302572515,
            "fee_usd_per_transaction": -0.21443788104746475,
            "gas_weighted_effective_gas_price_gwei": -0.12719517265943026,
            "fee_weighted_pol_price_usd": -0.07206054045792687
          },
          "direct_change_fraction": {
            "transactions": -0.1816768205199506,
            "fees_pol": -0.3056987278283735,
            "fees_usd": -0.3559650849564663,
            "gas_per_transaction": -0.023162188945816342,
            "fee_usd_per_transaction": -0.21298219188567513,
            "gas_weighted_effective_gas_price_gwei": -0.13143835717143637,
            "fee_weighted_pol_price_usd": -0.07239848051966002
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          "fee_change_decomposition": {
            "method": "Logarithmic mean Divisia index (LMDI), exact multiplicative accounting identity",
            "formula": "USD = transaction_count \u00d7 gas_per_transaction \u00d7 effective_gas_price_gwei \u00d7 fee_weighted_POL_price_USD / 1e9; contribution_i = logarithmic_mean(USD_from,USD_to) \u00d7 ln(factor_to/factor_from)",
            "interpretation": "Accounting contributions, not causal effects. Gas/transaction includes operation mix; gas price and fee-weighted token price include transaction timing and fee weights.",
            "union": {
              "observed_usd_change": -628326.6342413968,
              "factor_ratios": {
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                "fee_weighted_token_dollar_price": 0.9279394595420731
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              "additive_usd_contributions_lmdi": {
                "transaction_count": -248666.3778050198,
                "gas_per_transaction": -48014.660695941784,
                "effective_native_gas_price": -214000.45769435712,
                "fee_weighted_token_dollar_price": -117645.1380460784
              },
              "arithmetic_residual_usd": 2.3283064365386963e-10
            },
            "direct": {
              "observed_usd_change": -640454.2062789621,
              "factor_ratios": {
                "transaction_count": 0.8183231794800494,
                "gas_per_transaction": 0.9768378110541837,
                "effective_native_gas_price": 0.8685616428285636,
                "fee_weighted_token_dollar_price": 0.92760151948034
              },
              "additive_usd_contributions_lmdi": {
                "transaction_count": -291838.7810717296,
                "gas_per_transaction": -34110.77047491989,
                "effective_native_gas_price": -205114.1503838331,
                "fee_weighted_token_dollar_price": -109390.50434847955
              },
              "arithmetic_residual_usd": 1.1641532182693481e-10
            }
          }
        },
        "year_over_year": {
          "label": "Same month previous year",
          "from": "2025-04",
          "to": "2026-04",
          "change_fraction": {
            "transactions": 29.94552604183156,
            "fees_pol": 140.4926435348546,
            "fees_usd": 64.0606653985092,
            "gas_per_transaction": 0.043025288412980034,
            "fee_usd_per_transaction": 1.1024255755278305,
            "gas_weighted_effective_gas_price_gwei": 3.3837033056043495,
            "fee_weighted_pol_price_usd": -0.5401834061960793
          },
          "direct_change_fraction": {
            "transactions": 65.93794338044134,
            "fees_pol": 329.4262962813293,
            "fees_usd": 151.87604564575523,
            "gas_per_transaction": 0.21898106809040363,
            "fee_usd_per_transaction": 1.2838473655649274,
            "gas_weighted_effective_gas_price_gwei": 3.04953611898313,
            "fee_weighted_pol_price_usd": -0.5373369269751022
          },
          "fee_change_decomposition": {
            "method": "Logarithmic mean Divisia index (LMDI), exact multiplicative accounting identity",
            "formula": "USD = transaction_count \u00d7 gas_per_transaction \u00d7 effective_gas_price_gwei \u00d7 fee_weighted_POL_price_USD / 1e9; contribution_i = logarithmic_mean(USD_from,USD_to) \u00d7 ln(factor_to/factor_from)",
            "interpretation": "Accounting contributions, not causal effects. Gas/transaction includes operation mix; gas price and fee-weighted token price include transaction timing and fee weights.",
            "union": {
              "observed_usd_change": 1260058.0365475272,
              "factor_ratios": {
                "transaction_count": 30.94552604183156,
                "gas_per_transaction": 1.04302528841298,
                "effective_native_gas_price": 4.3837033056043495,
                "fee_weighted_token_dollar_price": 0.45981659380392076
              },
              "additive_usd_contributions_lmdi": {
                "transaction_count": 1035802.493733901,
                "gas_per_transaction": 12712.91160930203,
                "effective_native_gas_price": 446009.40352994157,
                "fee_weighted_token_dollar_price": -234466.77232561755
              },
              "arithmetic_residual_usd": 2.3283064365386963e-10
            },
            "direct": {
              "observed_usd_change": 1151171.245642128,
              "factor_ratios": {
                "transaction_count": 66.93794338044134,
                "gas_per_transaction": 1.2189810680904036,
                "effective_native_gas_price": 4.04953611898313,
                "fee_weighted_token_dollar_price": 0.46266307302489784
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              "additive_usd_contributions_lmdi": {
                "transaction_count": 962149.6967707158,
                "gas_per_transaction": 45321.35734130283,
                "effective_native_gas_price": 320109.35491840914,
                "fee_weighted_token_dollar_price": -176409.16338830005
              },
              "arithmetic_residual_usd": 2.3283064365386963e-10
            }
          }
        },
        "daily_fluctuations": {
          "largest_native_fee_day": {
            "day": "2026-04-30",
            "transactions": 3844505,
            "gas_used": 1590757844727,
            "fees_wei_exact": "778126621251440755981449",
            "fees_pol_exact": "778126.621251440755981449",
            "fees_pol": 778126.6212514407,
            "fees_usd_daily_marks_decimal": "74099.53023658215586238517005500878771747",
            "fees_usd": 74099.53023658216,
            "failed_transactions": 130069,
            "failed_fees_wei_exact": "238570681075783462864807",
            "failed_fees_pol": 238570.68107578348,
            "failed_fees_usd_daily_marks_decimal": "22718.63590466290453232714723200626672621",
            "failed_fees_usd": 22718.635904662904,
            "gas_per_transaction": 413774.4247248996,
            "fee_pol_per_transaction": 0.20239969027259447,
            "fee_usd_per_transaction": 0.019274140685623286,
            "gas_weighted_effective_gas_price_gwei": 489.15466538842054,
            "fee_weighted_pol_price_usd": 0.09522811353942603,
            "included_failure_transaction_share": 0.03383244396872939,
            "included_failure_native_fee_share": 0.3065962204095992
          },
          "largest_usd_valuation_day": {
            "day": "2026-04-30",
            "transactions": 3844505,
            "gas_used": 1590757844727,
            "fees_wei_exact": "778126621251440755981449",
            "fees_pol_exact": "778126.621251440755981449",
            "fees_pol": 778126.6212514407,
            "fees_usd_daily_marks_decimal": "74099.53023658215586238517005500878771747",
            "fees_usd": 74099.53023658216,
            "failed_transactions": 130069,
            "failed_fees_wei_exact": "238570681075783462864807",
            "failed_fees_pol": 238570.68107578348,
            "failed_fees_usd_daily_marks_decimal": "22718.63590466290453232714723200626672621",
            "failed_fees_usd": 22718.635904662904,
            "gas_per_transaction": 413774.4247248996,
            "fee_pol_per_transaction": 0.20239969027259447,
            "fee_usd_per_transaction": 0.019274140685623286,
            "gas_weighted_effective_gas_price_gwei": 489.15466538842054,
            "fee_weighted_pol_price_usd": 0.09522811353942603,
            "included_failure_transaction_share": 0.03383244396872939,
            "included_failure_native_fee_share": 0.3065962204095992
          },
          "largest_day_native_fee_share": 0.05502904053006519,
          "five_largest_days_native_fee_share": 0.2241478353954338,
          "daily_population_coefficient_of_variation": {
            "transactions": 0.09088200644960187,
            "fees_pol": 0.1978050418420002,
            "fees_usd": 0.21881576982293033,
            "fee_pol_per_transaction": 0.23344714778093328,
            "gas_weighted_effective_gas_price_gwei": 0.21290305956288733
          },
          "volatility_interpretation": "Population standard deviation divided by daily mean within this completed month; observed fluctuation, not a sampling confidence interval."
        }
      }
    },
    {
      "month": "2026-05",
      "scopes": {
        "union": {
          "transactions": 99128961,
          "gas_used": 46022178360339,
          "fees_wei": "22413117213775134239587796",
          "failed_transactions": 1911016,
          "failed_fees_wei": "1786230944630837053401074",
          "fees_pol": "22413117.213775134239587796",
          "fees_usd_daily_marks": "2106141.09391046902941927208830089429821110",
          "distinct_fee_payers": 110168
        },
        "direct": {
          "transactions": 86228630,
          "gas_used": 39655042279711,
          "fees_wei": "19843468694733033684235201",
          "failed_transactions": 1911016,
          "failed_fees_wei": "1786230944630837053401074",
          "fees_pol": "19843468.694733033684235201",
          "fees_usd_daily_marks": "1864034.52131742270562103341926170218404133",
          "distinct_fee_payers": 79447
        }
      },
      "fromBlock": 86236778,
      "toBlock": 87732730,
      "insights": {
        "label": "2026-05",
        "months": [
          "2026-05"
        ],
        "complete": true,
        "union": {
          "transactions": 99128961,
          "gas_used": 46022178360339,
          "fees_wei_exact": "22413117213775134239587796",
          "fees_pol_exact": "22413117.213775134239587796",
          "fees_pol": 22413117.213775136,
          "fees_usd_daily_marks_decimal": "2106141.09391046902941927208830089429821110",
          "fees_usd": 2106141.093910469,
          "failed_transactions": 1911016,
          "failed_fees_wei_exact": "1786230944630837053401074",
          "failed_fees_pol": 1786230.944630837,
          "failed_fees_usd_daily_marks_decimal": "171059.66591139620912937245053972482774846",
          "failed_fees_usd": 171059.6659113962,
          "gas_per_transaction": 464265.71908020903,
          "fee_pol_per_transaction": 0.2261005965126088,
          "fee_usd_per_transaction": 0.021246476031464397,
          "gas_weighted_effective_gas_price_gwei": 487.00687390952174,
          "fee_weighted_pol_price_usd": 0.09396912860545929,
          "included_failure_transaction_share": 0.0192780795916947,
          "included_failure_native_fee_share": 0.07969578383916258
        },
        "direct": {
          "transactions": 86228630,
          "gas_used": 39655042279711,
          "fees_wei_exact": "19843468694733033684235201",
          "fees_pol_exact": "19843468.694733033684235201",
          "fees_pol": 19843468.694733035,
          "fees_usd_daily_marks_decimal": "1864034.52131742270562103341926170218404133",
          "fees_usd": 1864034.5213174226,
          "failed_transactions": 1911016,
          "failed_fees_wei_exact": "1786230944630837053401074",
          "failed_fees_pol": 1786230.944630837,
          "failed_fees_usd_daily_marks_decimal": "171059.66591139620912937245053972482774846",
          "failed_fees_usd": 171059.6659113962,
          "gas_per_transaction": 459882.55037463777,
          "fee_pol_per_transaction": 0.23012622019778156,
          "fee_usd_per_transaction": 0.021617350540272095,
          "gas_weighted_effective_gas_price_gwei": 500.4021570514298,
          "fee_weighted_pol_price_usd": 0.09393692957583497,
          "included_failure_transaction_share": 0.02216219833250279,
          "included_failure_native_fee_share": 0.09001606382985594
        },
        "price": {
          "observation_days": 31,
          "daily_arithmetic_mean_usd": 0.09440189370007825,
          "fee_weighted_mean_usd": 0.09396912860545929,
          "daily_min_usd": 0.08719081069078445,
          "daily_max_usd": 0.10383711846082057
        },
        "verified_block_coverage": {
          "requested_from_block": 86236778,
          "requested_to_block": 87732730,
          "verified_contiguous_through_block": 87732730,
          "checkpoint_count": 2784
        },
        "month_over_month": {
          "label": "Month over month",
          "from": "2026-04",
          "to": "2026-05",
          "change_fraction": {
            "transactions": -0.2542927999270609,
            "fees_pol": 0.5850535142703805,
            "fees_usd": 0.6457727154475441,
            "gas_per_transaction": 0.17459966993612341,
            "fee_usd_per_transaction": 1.206995876245486,
            "gas_weighted_effective_gas_price_gwei": 0.8096130458964741,
            "fee_weighted_pol_price_usd": 0.03830735090676929
          },
          "direct_change_fraction": {
            "transactions": -0.22744820942576716,
            "fees_pol": 0.5494557728510612,
            "fees_usd": 0.6086585013323391,
            "gas_per_transaction": 0.08213430349006745,
            "fee_usd_per_transaction": 1.0822662259790161,
            "gas_weighted_effective_gas_price_gwei": 0.853405368409988,
            "fee_weighted_pol_price_usd": 0.03820872432669864
          },
          "fee_change_decomposition": {
            "method": "Logarithmic mean Divisia index (LMDI), exact multiplicative accounting identity",
            "formula": "USD = transaction_count \u00d7 gas_per_transaction \u00d7 effective_gas_price_gwei \u00d7 fee_weighted_POL_price_USD / 1e9; contribution_i = logarithmic_mean(USD_from,USD_to) \u00d7 ln(factor_to/factor_from)",
            "interpretation": "Accounting contributions, not causal effects. Gas/transaction includes operation mix; gas price and fee-weighted token price include transaction timing and fee weights.",
            "union": {
              "observed_usd_change": 826413.2954472806,
              "factor_ratios": {
                "transaction_count": 0.7457072000729391,
                "gas_per_transaction": 1.1745996699361234,
                "effective_native_gas_price": 1.809613045896474,
                "fee_weighted_token_dollar_price": 1.0383073509067693
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              "additive_usd_contributions_lmdi": {
                "transaction_count": -486718.5384130466,
                "gas_per_transaction": 266940.70049617457,
                "effective_native_gas_price": 983835.1071649152,
                "fee_weighted_token_dollar_price": 62356.026199237116
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              "arithmetic_residual_usd": 3.4924596548080444e-10
            },
            "direct": {
              "observed_usd_change": 705283.5994943175,
              "factor_ratios": {
                "transaction_count": 0.7725517905742328,
                "gas_per_transaction": 1.0821343034900675,
                "effective_native_gas_price": 1.853405368409988,
                "fee_weighted_token_dollar_price": 1.0382087243266986
              },
              "additive_usd_contributions_lmdi": {
                "transaction_count": -382840.96715008974,
                "gas_per_transaction": 117104.96525773052,
                "effective_native_gas_price": 915390.9135742945,
                "fee_weighted_token_dollar_price": 55628.687812382675
              },
              "arithmetic_residual_usd": -4.656612873077393e-10
            }
          }
        },
        "year_over_year": {
          "label": "Same month previous year",
          "from": "2025-05",
          "to": "2026-05",
          "change_fraction": {
            "transactions": 19.78469841847608,
            "fees_pol": 194.7618427680986,
            "fees_usd": 76.21162492067444,
            "gas_per_transaction": 0.1406566897861683,
            "fee_usd_per_transaction": 2.714830177763799,
            "gas_weighted_effective_gas_price_gwei": 7.2571346216277295,
            "fee_weighted_pol_price_usd": -0.6055838879074096
          },
          "direct_change_fraction": {
            "transactions": 44.65351801868102,
            "fees_pol": 472.29732894117876,
            "fees_usd": 185.55170513306135,
            "gas_per_transaction": 0.21285782002053377,
            "fee_usd_per_transaction": 3.0862503752005708,
            "gas_weighted_effective_gas_price_gwei": 7.547712597721594,
            "fee_weighted_pol_price_usd": -0.6058466977821336
          },
          "fee_change_decomposition": {
            "method": "Logarithmic mean Divisia index (LMDI), exact multiplicative accounting identity",
            "formula": "USD = transaction_count \u00d7 gas_per_transaction \u00d7 effective_gas_price_gwei \u00d7 fee_weighted_POL_price_USD / 1e9; contribution_i = logarithmic_mean(USD_from,USD_to) \u00d7 ln(factor_to/factor_from)",
            "interpretation": "Accounting contributions, not causal effects. Gas/transaction includes operation mix; gas price and fee-weighted token price include transaction timing and fee weights.",
            "union": {
              "observed_usd_change": 2078863.5810220372,
              "factor_ratios": {
                "transaction_count": 20.78469841847608,
                "gas_per_transaction": 1.1406566897861683,
                "effective_native_gas_price": 8.25713462162773,
                "fee_weighted_token_dollar_price": 0.3944161120925904
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              "additive_usd_contributions_lmdi": {
                "transaction_count": 1451202.288994444,
                "gas_per_transaction": 62943.49599074192,
                "effective_native_gas_price": 1009684.0879101122,
                "fee_weighted_token_dollar_price": -444966.2918732613
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              "arithmetic_residual_usd": 0.0
            },
            "direct": {
              "observed_usd_change": 1854042.4683367873,
              "factor_ratios": {
                "transaction_count": 45.65351801868102,
                "gas_per_transaction": 1.2128578200205338,
                "effective_native_gas_price": 8.547712597721594,
                "fee_weighted_token_dollar_price": 0.3941533022178664
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              "additive_usd_contributions_lmdi": {
                "transaction_count": 1354913.152412339,
                "gas_per_transaction": 68428.37480783927,
                "effective_native_gas_price": 760828.7391686136,
                "fee_weighted_token_dollar_price": -330127.79805200483
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              "arithmetic_residual_usd": 0.0
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          }
        },
        "daily_fluctuations": {
          "largest_native_fee_day": {
            "day": "2026-05-16",
            "transactions": 3230911,
            "gas_used": 1642150186580,
            "fees_wei_exact": "2697101234787147896101483",
            "fees_pol_exact": "2697101.234787147896101483",
            "fees_pol": 2697101.234787148,
            "fees_usd_daily_marks_decimal": "241051.11956513575739120817203485487732139",
            "fees_usd": 241051.11956513577,
            "failed_transactions": 39488,
            "failed_fees_wei_exact": "2374985883254975282703",
            "failed_fees_pol": 2374.9858832549753,
            "failed_fees_usd_daily_marks_decimal": "212.26233510481674031234491137551800399",
            "failed_fees_usd": 212.26233510481674,
            "gas_per_transaction": 508262.2785276351,
            "fee_pol_per_transaction": 0.8347804179029221,
            "fee_usd_per_transaction": 0.0746077869570334,
            "gas_weighted_effective_gas_price_gwei": 1642.420563495612,
            "fee_weighted_pol_price_usd": 0.08937414601130433,
            "included_failure_transaction_share": 0.012221939880114309,
            "included_failure_native_fee_share": 0.0008805697956837747
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          "largest_usd_valuation_day": {
            "day": "2026-05-16",
            "transactions": 3230911,
            "gas_used": 1642150186580,
            "fees_wei_exact": "2697101234787147896101483",
            "fees_pol_exact": "2697101.234787147896101483",
            "fees_pol": 2697101.234787148,
            "fees_usd_daily_marks_decimal": "241051.11956513575739120817203485487732139",
            "fees_usd": 241051.11956513577,
            "failed_transactions": 39488,
            "failed_fees_wei_exact": "2374985883254975282703",
            "failed_fees_pol": 2374.9858832549753,
            "failed_fees_usd_daily_marks_decimal": "212.26233510481674031234491137551800399",
            "failed_fees_usd": 212.26233510481674,
            "gas_per_transaction": 508262.2785276351,
            "fee_pol_per_transaction": 0.8347804179029221,
            "fee_usd_per_transaction": 0.0746077869570334,
            "gas_weighted_effective_gas_price_gwei": 1642.420563495612,
            "fee_weighted_pol_price_usd": 0.08937414601130433,
            "included_failure_transaction_share": 0.012221939880114309,
            "included_failure_native_fee_share": 0.0008805697956837747
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          "largest_day_native_fee_share": 0.12033583767319547,
          "five_largest_days_native_fee_share": 0.3360134313800537,
          "daily_population_coefficient_of_variation": {
            "transactions": 0.06263733019082222,
            "fees_pol": 0.6063065029518176,
            "fees_usd": 0.5912376636688279,
            "fee_pol_per_transaction": 0.587307348263865,
            "gas_weighted_effective_gas_price_gwei": 0.5403694077688683
          },
          "volatility_interpretation": "Population standard deviation divided by daily mean within this completed month; observed fluctuation, not a sampling confidence interval."
        }
      }
    },
    {
      "month": "2026-06",
      "scopes": {
        "union": {
          "transactions": 92862536,
          "gas_used": 50878049787993,
          "fees_wei": "21379152240179135058947528",
          "failed_transactions": 557897,
          "failed_fees_wei": "31546159382547298980073",
          "fees_pol": "21379152.240179135058947528",
          "fees_usd_daily_marks": "1664118.48942133308935346387624529018510723",
          "distinct_fee_payers": 48665
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        "direct": {
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          "fees_wei": "18759964237710116298841334",
          "failed_transactions": 557897,
          "failed_fees_wei": "31546159382547298980073",
          "fees_pol": "18759964.237710116298841334",
          "fees_usd_daily_marks": "1460468.11485473403253430806320421711713039",
          "distinct_fee_payers": 30888
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      },
      "fromBlock": 87732731,
      "toBlock": 89439336,
      "insights": {
        "label": "2026-06",
        "months": [
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        "complete": true,
        "union": {
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          "gas_used": 50878049787993,
          "fees_wei_exact": "21379152240179135058947528",
          "fees_pol_exact": "21379152.240179135058947528",
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          "failed_fees_wei_exact": "31546159382547298980073",
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          "failed_fees_usd": 2486.132415171139,
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          "gas_weighted_effective_gas_price_gwei": 420.2038468311048,
          "fee_weighted_pol_price_usd": 0.07783837594335731,
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          "included_failure_native_fee_share": 0.0014755570767329442
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        "direct": {
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          "fees_wei_exact": "18759964237710116298841334",
          "fees_pol_exact": "18759964.237710116298841334",
          "fees_pol": 18759964.237710115,
          "fees_usd_daily_marks_decimal": "1460468.11485473403253430806320421711713039",
          "fees_usd": 1460468.114854734,
          "failed_transactions": 557897,
          "failed_fees_wei_exact": "31546159382547298980073",
          "failed_fees_pol": 31546.1593825473,
          "failed_fees_usd_daily_marks_decimal": "2486.13241517113937028645111263839371061",
          "failed_fees_usd": 2486.132415171139,
          "gas_per_transaction": 533757.4448002325,
          "fee_pol_per_transaction": 0.22336759072852366,
          "fee_usd_per_transaction": 0.017389225268094118,
          "gas_weighted_effective_gas_price_gwei": 418.4814523985191,
          "fee_weighted_pol_price_usd": 0.07785026113850428,
          "included_failure_transaction_share": 0.006642662383874677,
          "included_failure_native_fee_share": 0.0016815682046522865
        },
        "price": {
          "observation_days": 30,
          "daily_arithmetic_mean_usd": 0.07798665162971101,
          "fee_weighted_mean_usd": 0.07783837594335731,
          "daily_min_usd": 0.06978008276289834,
          "daily_max_usd": 0.09293955283006633
        },
        "verified_block_coverage": {
          "requested_from_block": 87732731,
          "requested_to_block": 89439336,
          "verified_contiguous_through_block": 89439336,
          "checkpoint_count": 2396
        },
        "month_over_month": {
          "label": "Month over month",
          "from": "2026-05",
          "to": "2026-06",
          "change_fraction": {
            "transactions": -0.06321487622572786,
            "fees_pol": -0.04613213609397104,
            "fees_usd": -0.20987321588623165,
            "gas_per_transaction": 0.18011219769339726,
            "fee_usd_per_transaction": -0.15655494087013566,
            "gas_weighted_effective_gas_price_gwei": -0.13717060406590464,
            "fee_weighted_pol_price_usd": -0.17166012818772525
          },
          "direct_change_fraction": {
            "transactions": -0.02599685278543795,
            "fees_pol": -0.05460257345584496,
            "fees_usd": -0.2165015732527661,
            "gas_per_transaction": 0.16063861167468407,
            "fee_usd_per_transaction": -0.1955894300877058,
            "gas_weighted_effective_gas_price_gwei": -0.16370973525697885,
            "fee_weighted_pol_price_usd": -0.17124967262575863
          },
          "fee_change_decomposition": {
            "method": "Logarithmic mean Divisia index (LMDI), exact multiplicative accounting identity",
            "formula": "USD = transaction_count \u00d7 gas_per_transaction \u00d7 effective_gas_price_gwei \u00d7 fee_weighted_POL_price_USD / 1e9; contribution_i = logarithmic_mean(USD_from,USD_to) \u00d7 ln(factor_to/factor_from)",
            "interpretation": "Accounting contributions, not causal effects. Gas/transaction includes operation mix; gas price and fee-weighted token price include transaction timing and fee weights.",
            "union": {
              "observed_usd_change": -442022.604489136,
              "factor_ratios": {
                "transaction_count": 0.9367851237742721,
                "gas_per_transaction": 1.1801121976933973,
                "effective_native_gas_price": 0.8628293959340954,
                "fee_weighted_token_dollar_price": 0.8283398718122748
              },
              "additive_usd_contributions_lmdi": {
                "transaction_count": -122535.41937417854,
                "gas_per_transaction": 310759.7718329982,
                "effective_native_gas_price": -276849.8313623405,
                "fee_weighted_token_dollar_price": -353397.1255856152
              },
              "arithmetic_residual_usd": 0.0
            },
            "direct": {
              "observed_usd_change": -403566.4064626887,
              "factor_ratios": {
                "transaction_count": 0.974003147214562,
                "gas_per_transaction": 1.160638611674684,
                "effective_native_gas_price": 0.8362902647430212,
                "fee_weighted_token_dollar_price": 0.8287503273742414
              },
              "additive_usd_contributions_lmdi": {
                "transaction_count": -43569.0147673608,
                "gas_per_transaction": 246405.06349720663,
                "effective_native_gas_price": -295710.9902237271,
                "fee_weighted_token_dollar_price": -310691.46496880724
              },
              "arithmetic_residual_usd": -2.3283064365386963e-10
            }
          }
        },
        "year_over_year": {
          "label": "Same month previous year",
          "from": "2025-06",
          "to": "2026-06",
          "change_fraction": {
            "transactions": 18.245738530383644,
            "fees_pol": 268.0472262771477,
            "fees_usd": 103.94382057226856,
            "gas_per_transaction": 0.38379462447021173,
            "fee_usd_per_transaction": 4.45283416412374,
            "gas_weighted_effective_gas_price_gwei": 9.102347392268271,
            "fee_weighted_pol_price_usd": -0.6099427523398249
          },
          "direct_change_fraction": {
            "transactions": 33.01839344250343,
            "fees_pol": 492.43144519310886,
            "fees_usd": 192.8940754421927,
            "gas_per_transaction": 0.3994483249719887,
            "fee_usd_per_transaction": 4.699683489460047,
            "gas_weighted_effective_gas_price_gwei": 9.364686157838394,
            "fee_weighted_pol_price_usd": -0.6070496168595203
          },
          "fee_change_decomposition": {
            "method": "Logarithmic mean Divisia index (LMDI), exact multiplicative accounting identity",
            "formula": "USD = transaction_count \u00d7 gas_per_transaction \u00d7 effective_gas_price_gwei \u00d7 fee_weighted_POL_price_USD / 1e9; contribution_i = logarithmic_mean(USD_from,USD_to) \u00d7 ln(factor_to/factor_from)",
            "interpretation": "Accounting contributions, not causal effects. Gas/transaction includes operation mix; gas price and fee-weighted token price include transaction timing and fee weights.",
            "union": {
              "observed_usd_change": 1648261.257615337,
              "factor_ratios": {
                "transaction_count": 19.245738530383644,
                "gas_per_transaction": 1.3837946244702117,
                "effective_native_gas_price": 10.102347392268271,
                "fee_weighted_token_dollar_price": 0.39005724766017513
              },
              "additive_usd_contributions_lmdi": {
                "transaction_count": 1047483.477963929,
                "gas_per_transaction": 115055.85337887032,
                "effective_native_gas_price": 819191.3369703437,
                "fee_weighted_token_dollar_price": -333469.41069780604
              },
              "arithmetic_residual_usd": -2.3283064365386963e-10
            },
            "direct": {
              "observed_usd_change": 1452935.816038878,
              "factor_ratios": {
                "transaction_count": 34.01839344250343,
                "gas_per_transaction": 1.3994483249719887,
                "effective_native_gas_price": 10.364686157838394,
                "fee_weighted_token_dollar_price": 0.39295038314047964
              },
              "additive_usd_contributions_lmdi": {
                "transaction_count": 972860.787725733,
                "gas_per_transaction": 92703.81470152743,
                "effective_native_gas_price": 645025.6975572426,
                "fee_weighted_token_dollar_price": -257654.48394562482
              },
              "arithmetic_residual_usd": -2.3283064365386963e-10
            }
          }
        },
        "daily_fluctuations": {
          "largest_native_fee_day": {
            "day": "2026-06-17",
            "transactions": 3666134,
            "gas_used": 1987063556012,
            "fees_wei_exact": "848337572334841521729107",
            "fees_pol_exact": "848337.572334841521729107",
            "fees_pol": 848337.5723348415,
            "fees_usd_daily_marks_decimal": "65017.40235840659769726596073112802820603",
            "fees_usd": 65017.402358406594,
            "failed_transactions": 14889,
            "failed_fees_wei_exact": "872168195337748560047",
            "failed_fees_pol": 872.1681953377486,
            "failed_fees_usd_daily_marks_decimal": "66.84380408191761467487175190942047863",
            "failed_fees_usd": 66.84380408191761,
            "gas_per_transaction": 542005.1629351246,
            "fee_pol_per_transaction": 0.23139840833282185,
            "fee_usd_per_transaction": 0.01773459517802857,
            "gas_weighted_effective_gas_price_gwei": 426.93026590324035,
            "fee_weighted_pol_price_usd": 0.07664095576889529,
            "included_failure_transaction_share": 0.004061226349064164,
            "included_failure_native_fee_share": 0.0010280909672989245
          },
          "largest_usd_valuation_day": {
            "day": "2026-06-17",
            "transactions": 3666134,
            "gas_used": 1987063556012,
            "fees_wei_exact": "848337572334841521729107",
            "fees_pol_exact": "848337.572334841521729107",
            "fees_pol": 848337.5723348415,
            "fees_usd_daily_marks_decimal": "65017.40235840659769726596073112802820603",
            "fees_usd": 65017.402358406594,
            "failed_transactions": 14889,
            "failed_fees_wei_exact": "872168195337748560047",
            "failed_fees_pol": 872.1681953377486,
            "failed_fees_usd_daily_marks_decimal": "66.84380408191761467487175190942047863",
            "failed_fees_usd": 66.84380408191761,
            "gas_per_transaction": 542005.1629351246,
            "fee_pol_per_transaction": 0.23139840833282185,
            "fee_usd_per_transaction": 0.01773459517802857,
            "gas_weighted_effective_gas_price_gwei": 426.93026590324035,
            "fee_weighted_pol_price_usd": 0.07664095576889529,
            "included_failure_transaction_share": 0.004061226349064164,
            "included_failure_native_fee_share": 0.0010280909672989245
          },
          "largest_day_native_fee_share": 0.039680599249417824,
          "five_largest_days_native_fee_share": 0.18956477876070219,
          "daily_population_coefficient_of_variation": {
            "transactions": 0.0715432108535729,
            "fees_pol": 0.09055546197442248,
            "fees_usd": 0.09968340849434745,
            "fee_pol_per_transaction": 0.03577923103845954,
            "gas_weighted_effective_gas_price_gwei": 0.029485176744499204
          },
          "volatility_interpretation": "Population standard deviation divided by daily mean within this completed month; observed fluctuation, not a sampling confidence interval."
        }
      }
    },
    {
      "month": "2026-07",
      "scopes": {
        "union": {
          "transactions": 82855732,
          "gas_used": 47122911154027,
          "fees_wei": "19822096527451657406425638",
          "failed_transactions": 350769,
          "failed_fees_wei": "20380614792892235957889",
          "fees_pol": "19822096.527451657406425638",
          "fees_usd_daily_marks": "1530918.82191194993228029186602801119418701",
          "distinct_fee_payers": 35090
        },
        "direct": {
          "transactions": 75179877,
          "gas_used": 41259407581750,
          "fees_wei": "17277599073456086867865406",
          "failed_transactions": 350769,
          "failed_fees_wei": "20380614792892235957889",
          "fees_pol": "17277599.073456086867865406",
          "fees_usd_daily_marks": "1334571.55300504015958499149516211557812572",
          "distinct_fee_payers": 21509
        }
      },
      "fromBlock": 89439337,
      "toBlock": 91224919,
      "insights": {
        "label": "2026-07",
        "months": [
          "2026-07"
        ],
        "complete": true,
        "union": {
          "transactions": 82855732,
          "gas_used": 47122911154027,
          "fees_wei_exact": "19822096527451657406425638",
          "fees_pol_exact": "19822096.527451657406425638",
          "fees_pol": 19822096.527451657,
          "fees_usd_daily_marks_decimal": "1530918.82191194993228029186602801119418701",
          "fees_usd": 1530918.82191195,
          "failed_transactions": 350769,
          "failed_fees_wei_exact": "20380614792892235957889",
          "failed_fees_pol": 20380.614792892236,
          "failed_fees_usd_daily_marks_decimal": "1576.26484134816317291946211818509452860",
          "failed_fees_usd": 1576.2648413481631,
          "gas_per_transaction": 568734.4739652653,
          "fee_pol_per_transaction": 0.23923627308550793,
          "fee_usd_per_transaction": 0.018476921088717797,
          "gas_weighted_effective_gas_price_gwei": 420.6466884582048,
          "fee_weighted_pol_price_usd": 0.07723294152017561,
          "included_failure_transaction_share": 0.004233491051651079,
          "included_failure_native_fee_share": 0.0010281765485637246
        },
        "direct": {
          "transactions": 75179877,
          "gas_used": 41259407581750,
          "fees_wei_exact": "17277599073456086867865406",
          "fees_pol_exact": "17277599.073456086867865406",
          "fees_pol": 17277599.073456086,
          "fees_usd_daily_marks_decimal": "1334571.55300504015958499149516211557812572",
          "fees_usd": 1334571.5530050402,
          "failed_transactions": 350769,
          "failed_fees_wei_exact": "20380614792892235957889",
          "failed_fees_pol": 20380.614792892236,
          "failed_fees_usd_daily_marks_decimal": "1576.26484134816317291946211818509452860",
          "failed_fees_usd": 1576.2648413481631,
          "gas_per_transaction": 548809.1924086282,
          "fee_pol_per_transaction": 0.2298168042155228,
          "fee_usd_per_transaction": 0.01775171237650522,
          "gas_weighted_effective_gas_price_gwei": 418.75538419263137,
          "fee_weighted_pol_price_usd": 0.07724288237799015,
          "included_failure_transaction_share": 0.004665729900036947,
          "included_failure_native_fee_share": 0.001179597622693038
        },
        "price": {
          "observation_days": 31,
          "daily_arithmetic_mean_usd": 0.07730382129478056,
          "fee_weighted_mean_usd": 0.07723294152017561,
          "daily_min_usd": 0.06970372137840003,
          "daily_max_usd": 0.08476679342189665
        },
        "verified_block_coverage": {
          "requested_from_block": 89439337,
          "requested_to_block": 91224919,
          "verified_contiguous_through_block": 91224919,
          "checkpoint_count": 2251
        },
        "month_over_month": {
          "label": "Month over month",
          "from": "2026-06",
          "to": "2026-07",
          "change_fraction": {
            "transactions": -0.10775932287698886,
            "fees_pol": -0.07283056387059217,
            "fees_usd": -0.08004217749885167,
            "gas_per_transaction": 0.03805326232265327,
            "fee_usd_per_transaction": 0.031064651151648803,
            "gas_weighted_effective_gas_price_gwei": 0.0010538733294318536,
            "fee_weighted_pol_price_usd": -0.007778096804361256
          },
          "direct_change_fraction": {
            "transactions": -0.10486247287182937,
            "fees_pol": -0.07901748348081972,
            "fees_usd": -0.0862028828765058,
            "gas_per_transaction": 0.02819960218827311,
            "fee_usd_per_transaction": 0.02084550075248015,
            "gas_weighted_effective_gas_price_gwei": 0.0006545852690538201,
            "fee_weighted_pol_price_usd": -0.007801884690322836
          },
          "fee_change_decomposition": {
            "method": "Logarithmic mean Divisia index (LMDI), exact multiplicative accounting identity",
            "formula": "USD = transaction_count \u00d7 gas_per_transaction \u00d7 effective_gas_price_gwei \u00d7 fee_weighted_POL_price_USD / 1e9; contribution_i = logarithmic_mean(USD_from,USD_to) \u00d7 ln(factor_to/factor_from)",
            "interpretation": "Accounting contributions, not causal effects. Gas/transaction includes operation mix; gas price and fee-weighted token price include transaction timing and fee weights.",
            "union": {
              "observed_usd_change": -133199.6675093833,
              "factor_ratios": {
                "transaction_count": 0.8922406771230111,
                "gas_per_transaction": 1.0380532623226533,
                "effective_native_gas_price": 1.0010538733294319,
                "fee_weighted_token_dollar_price": 0.9922219031956387
              },
              "additive_usd_contributions_lmdi": {
                "transaction_count": -182042.48879884052,
                "gas_per_transaction": 59628.10141368568,
                "effective_native_gas_price": 1681.7204816255844,
                "fee_weighted_token_dollar_price": -12467.000605853942
              },
              "arithmetic_residual_usd": -8.731149137020111e-11
            },
            "direct": {
              "observed_usd_change": -125896.56184969377,
              "factor_ratios": {
                "transaction_count": 0.8951375271281706,
                "gas_per_transaction": 1.028199602188273,
                "effective_native_gas_price": 1.0006545852690538,
                "fee_weighted_token_dollar_price": 0.9921981153096772
              },
              "additive_usd_contributions_lmdi": {
                "transaction_count": -154709.57216618836,
                "gas_per_transaction": 38837.770048797385,
                "effective_native_gas_price": 913.8778247178942,
                "fee_weighted_token_dollar_price": -10938.637557020358
              },
              "arithmetic_residual_usd": -3.4924596548080444e-10
            }
          }
        },
        "year_over_year": {
          "label": "Same month previous year",
          "from": "2025-07",
          "to": "2026-07",
          "change_fraction": {
            "transactions": 13.84937076896139,
            "fees_pol": 326.1258945965807,
            "fees_usd": 114.13422659076863,
            "gas_per_transaction": 0.5350442082178217,
            "fee_usd_per_transaction": 6.753475105586681,
            "gas_weighted_effective_gas_price_gwei": 13.351126242354962,
            "fee_weighted_pol_price_usd": -0.6480430669276278
          },
          "direct_change_fraction": {
            "transactions": 22.699071422334345,
            "fees_pol": 557.0583345144457,
            "fees_usd": 194.3718601240993,
            "gas_per_transaction": 0.6381630005838563,
            "fee_usd_per_transaction": 7.243861400408203,
            "gas_weighted_effective_gas_price_gwei": 13.374447335821383,
            "fee_weighted_pol_price_usd": -0.6499078178017214
          },
          "fee_change_decomposition": {
            "method": "Logarithmic mean Divisia index (LMDI), exact multiplicative accounting identity",
            "formula": "USD = transaction_count \u00d7 gas_per_transaction \u00d7 effective_gas_price_gwei \u00d7 fee_weighted_POL_price_USD / 1e9; contribution_i = logarithmic_mean(USD_from,USD_to) \u00d7 ln(factor_to/factor_from)",
            "interpretation": "Accounting contributions, not causal effects. Gas/transaction includes operation mix; gas price and fee-weighted token price include transaction timing and fee weights.",
            "union": {
              "observed_usd_change": 1517622.0042127836,
              "factor_ratios": {
                "transaction_count": 14.84937076896139,
                "gas_per_transaction": 1.5350442082178217,
                "effective_native_gas_price": 14.351126242354962,
                "fee_weighted_token_dollar_price": 0.35195693307237225
              },
              "additive_usd_contributions_lmdi": {
                "transaction_count": 862704.2905343865,
                "gas_per_transaction": 137036.94187411654,
                "effective_native_gas_price": 851791.1110915456,
                "fee_weighted_token_dollar_price": -333910.3392872648
              },
              "arithmetic_residual_usd": -2.3283064365386963e-10
            },
            "direct": {
              "observed_usd_change": 1327740.622736181,
              "factor_ratios": {
                "transaction_count": 23.699071422334345,
                "gas_per_transaction": 1.6381630005838563,
                "effective_native_gas_price": 14.374447335821383,
                "fee_weighted_token_dollar_price": 0.35009218219827865
              },
              "additive_usd_contributions_lmdi": {
                "transaction_count": 796768.4752880476,
                "gas_per_transaction": 124237.35911450266,
                "effective_native_gas_price": 670918.1062722936,
                "fee_weighted_token_dollar_price": -264183.31793866295
              },
              "arithmetic_residual_usd": 2.3283064365386963e-10
            }
          }
        },
        "daily_fluctuations": {
          "largest_native_fee_day": {
            "day": "2026-07-07",
            "transactions": 3319020,
            "gas_used": 1862849138943,
            "fees_wei_exact": "831431536306079213274050",
            "fees_pol_exact": "831431.53630607921327405",
            "fees_pol": 831431.5363060792,
            "fees_usd_daily_marks_decimal": "62618.2062665917942778464986840284729510",
            "fees_usd": 62618.20626659179,
            "failed_transactions": 16789,
            "failed_fees_wei_exact": "951264701276010185347",
            "failed_fees_pol": 951.2647012760102,
            "failed_fees_usd_daily_marks_decimal": "71.64328832566739549727836068989460474",
            "failed_fees_usd": 71.6432883256674,
            "gas_per_transaction": 561264.812789016,
            "fee_pol_per_transaction": 0.250505129919699,
            "fee_usd_per_transaction": 0.018866474521573175,
            "gas_weighted_effective_gas_price_gwei": 446.3225276405593,
            "fee_weighted_pol_price_usd": 0.07531372522239742,
            "included_failure_transaction_share": 0.005058420859169273,
            "included_failure_native_fee_share": 0.001144128722254548
          },
          "largest_usd_valuation_day": {
            "day": "2026-07-07",
            "transactions": 3319020,
            "gas_used": 1862849138943,
            "fees_wei_exact": "831431536306079213274050",
            "fees_pol_exact": "831431.53630607921327405",
            "fees_pol": 831431.5363060792,
            "fees_usd_daily_marks_decimal": "62618.2062665917942778464986840284729510",
            "fees_usd": 62618.20626659179,
            "failed_transactions": 16789,
            "failed_fees_wei_exact": "951264701276010185347",
            "failed_fees_pol": 951.2647012760102,
            "failed_fees_usd_daily_marks_decimal": "71.64328832566739549727836068989460474",
            "failed_fees_usd": 71.6432883256674,
            "gas_per_transaction": 561264.812789016,
            "fee_pol_per_transaction": 0.250505129919699,
            "fee_usd_per_transaction": 0.018866474521573175,
            "gas_weighted_effective_gas_price_gwei": 446.3225276405593,
            "fee_weighted_pol_price_usd": 0.07531372522239742,
            "included_failure_transaction_share": 0.005058420859169273,
            "included_failure_native_fee_share": 0.001144128722254548
          },
          "largest_day_native_fee_share": 0.041944682044839615,
          "five_largest_days_native_fee_share": 0.20143026229328995,
          "daily_population_coefficient_of_variation": {
            "transactions": 0.12565595334762128,
            "fees_pol": 0.1603096496001741,
            "fees_usd": 0.1599869485731091,
            "fee_pol_per_transaction": 0.04584361354919244,
            "gas_weighted_effective_gas_price_gwei": 0.0461656663783783
          },
          "volatility_interpretation": "Population standard deviation divided by daily mean within this completed month; observed fluctuation, not a sampling confidence interval."
        }
      }
    },
    {
      "month": "2026-08",
      "scopes": {
        "union": {
          "transactions": 69566150,
          "gas_used": 38638238171888,
          "fees_wei": "14426693169812880462945871",
          "failed_transactions": 276515,
          "failed_fees_wei": "11057029062890716103033",
          "fees_pol": "14426693.169812880462945871",
          "fees_usd_daily_marks": "1256355.81243774511353021661988637737280361",
          "distinct_fee_payers": 27136
        },
        "direct": {
          "transactions": 63585749,
          "gas_used": 33112809658609,
          "fees_wei": "12349320154226283897500438",
          "failed_transactions": 276515,
          "failed_fees_wei": "11057029062890716103033",
          "fees_pol": "12349320.154226283897500438",
          "fees_usd_daily_marks": "1075572.03492296873307205781956716599517676",
          "distinct_fee_payers": 16344
        }
      },
      "fromBlock": 91224920,
      "toBlock": 93010514,
      "insights": {
        "label": "2026-08",
        "months": [
          "2026-08"
        ],
        "complete": true,
        "union": {
          "transactions": 69566150,
          "gas_used": 38638238171888,
          "fees_wei_exact": "14426693169812880462945871",
          "fees_pol_exact": "14426693.169812880462945871",
          "fees_pol": 14426693.16981288,
          "fees_usd_daily_marks_decimal": "1256355.81243774511353021661988637737280361",
          "fees_usd": 1256355.812437745,
          "failed_transactions": 276515,
          "failed_fees_wei_exact": "11057029062890716103033",
          "failed_fees_pol": 11057.029062890717,
          "failed_fees_usd_daily_marks_decimal": "924.57275705836671785624658069939798478",
          "failed_fees_usd": 924.5727570583667,
          "gas_per_transaction": 555417.2276586817,
          "fee_pol_per_transaction": 0.20738093411541217,
          "fee_usd_per_transaction": 0.018059872688624353,
          "gas_weighted_effective_gas_price_gwei": 373.37864903760806,
          "fee_weighted_pol_price_usd": 0.08708550169117103,
          "included_failure_transaction_share": 0.00397484983716937,
          "included_failure_native_fee_share": 0.0007664285177996982
        },
        "direct": {
          "transactions": 63585749,
          "gas_used": 33112809658609,
          "fees_wei_exact": "12349320154226283897500438",
          "fees_pol_exact": "12349320.154226283897500438",
          "fees_pol": 12349320.154226284,
          "fees_usd_daily_marks_decimal": "1075572.03492296873307205781956716599517676",
          "fees_usd": 1075572.0349229688,
          "failed_transactions": 276515,
          "failed_fees_wei_exact": "11057029062890716103033",
          "failed_fees_pol": 11057.029062890717,
          "failed_fees_usd_daily_marks_decimal": "924.57275705836671785624658069939798478",
          "failed_fees_usd": 924.5727570583667,
          "gas_per_transaction": 520758.34883393446,
          "fee_pol_per_transaction": 0.1942152187941717,
          "fee_usd_per_transaction": 0.01691530023375157,
          "gas_weighted_effective_gas_price_gwei": 372.9469133410002,
          "fee_weighted_pol_price_usd": 0.08709564749237453,
          "included_failure_transaction_share": 0.004348694547893114,
          "included_failure_native_fee_share": 0.0008953552847285031
        },
        "price": {
          "observation_days": 31,
          "daily_arithmetic_mean_usd": 0.08725222363704828,
          "fee_weighted_mean_usd": 0.08708550169117103,
          "daily_min_usd": 0.07248740667371402,
          "daily_max_usd": 0.12325938754786117
        },
        "verified_block_coverage": {
          "requested_from_block": 91224920,
          "requested_to_block": 93010514,
          "verified_contiguous_through_block": 93010514,
          "checkpoint_count": 1931
        },
        "month_over_month": {
          "label": "Month over month",
          "from": "2026-07",
          "to": "2026-08",
          "change_fraction": {
            "transactions": -0.1603942380232668,
            "fees_pol": -0.27219135726469057,
            "fees_usd": -0.17934524387864392,
            "gas_per_transaction": -0.023415577771705443,
            "fee_usd_per_transaction": -0.02257131467363893,
            "gas_weighted_effective_gas_price_gwei": -0.11236993115017291,
            "fee_weighted_pol_price_usd": 0.12756940208501089
          },
          "direct_change_fraction": {
            "transactions": -0.15421850184724295,
            "fees_pol": -0.2852409584385607,
            "fees_usd": -0.1940694131377857,
            "gas_per_transaction": -0.05111219703078118,
            "fee_usd_per_transaction": -0.04711726536650385,
            "gas_weighted_effective_gas_price_gwei": -0.10939195669077972,
            "fee_weighted_pol_price_usd": 0.12755563763363464
          },
          "fee_change_decomposition": {
            "method": "Logarithmic mean Divisia index (LMDI), exact multiplicative accounting identity",
            "formula": "USD = transaction_count \u00d7 gas_per_transaction \u00d7 effective_gas_price_gwei \u00d7 fee_weighted_POL_price_USD / 1e9; contribution_i = logarithmic_mean(USD_from,USD_to) \u00d7 ln(factor_to/factor_from)",
            "interpretation": "Accounting contributions, not causal effects. Gas/transaction includes operation mix; gas price and fee-weighted token price include transaction timing and fee weights.",
            "union": {
              "observed_usd_change": -274563.00947420485,
              "factor_ratios": {
                "transaction_count": 0.8396057619767332,
                "gas_per_transaction": 0.9765844222282946,
                "effective_native_gas_price": 0.8876300688498271,
                "fee_weighted_token_dollar_price": 1.1275694020850109
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              "additive_usd_contributions_lmdi": {
                "transaction_count": -242849.52255034389,
                "gas_per_transaction": -32913.868909065786,
                "effective_native_gas_price": -165583.14972403992,
                "fee_weighted_token_dollar_price": 166783.5317092446
              },
              "arithmetic_residual_usd": 1.1641532182693481e-10
            },
            "direct": {
              "observed_usd_change": -258999.51808207133,
              "factor_ratios": {
                "transaction_count": 0.845781498152757,
                "gas_per_transaction": 0.9488878029692188,
                "effective_native_gas_price": 0.8906080433092203,
                "fee_weighted_token_dollar_price": 1.1275556376336346
              },
              "additive_usd_contributions_lmdi": {
                "transaction_count": -201063.19511526628,
                "gas_per_transaction": -62979.62067564591,
                "effective_native_gas_price": -139069.52580191378,
                "fee_weighted_token_dollar_price": 144112.82351075465
              },
              "arithmetic_residual_usd": -2.9103830456733704e-11
            }
          }
        },
        "year_over_year": {
          "label": "Same month previous year",
          "from": "2025-08",
          "to": "2026-08",
          "change_fraction": {
            "transactions": 10.71748369912984,
            "fees_pol": 230.2169514571852,
            "fees_usd": 83.89173840417772,
            "gas_per_transaction": 0.5499968824279242,
            "fee_usd_per_transaction": 6.244877875143271,
            "gas_weighted_effective_gas_price_gwei": 11.73076460894458,
            "fee_weighted_pol_price_usd": -0.6328481200484245
          },
          "direct_change_fraction": {
            "transactions": 13.696901841291972,
            "fees_pol": 290.149327453994,
            "fees_usd": 105.18566770044357,
            "gas_per_transaction": 0.5311672832488536,
            "fee_usd_per_transaction": 6.225037551935436,
            "gas_weighted_effective_gas_price_gwei": 11.93800625513116,
            "fee_weighted_pol_price_usd": -0.6352879512757161
          },
          "fee_change_decomposition": {
            "method": "Logarithmic mean Divisia index (LMDI), exact multiplicative accounting identity",
            "formula": "USD = transaction_count \u00d7 gas_per_transaction \u00d7 effective_gas_price_gwei \u00d7 fee_weighted_POL_price_USD / 1e9; contribution_i = logarithmic_mean(USD_from,USD_to) \u00d7 ln(factor_to/factor_from)",
            "interpretation": "Accounting contributions, not causal effects. Gas/transaction includes operation mix; gas price and fee-weighted token price include transaction timing and fee weights.",
            "union": {
              "observed_usd_change": 1241556.3061953813,
              "factor_ratios": {
                "transaction_count": 11.71748369912984,
                "gas_per_transaction": 1.5499968824279242,
                "effective_native_gas_price": 12.73076460894458,
                "fee_weighted_token_dollar_price": 0.3671518799515755
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              "additive_usd_contributions_lmdi": {
                "transaction_count": 687978.5488543694,
                "gas_per_transaction": 122510.58694655364,
                "effective_native_gas_price": 711163.6913052872,
                "fee_weighted_token_dollar_price": -280096.52091082884
              },
              "arithmetic_residual_usd": -2.3283064365386963e-10
            },
            "direct": {
              "observed_usd_change": 1065442.8709951474,
              "factor_ratios": {
                "transaction_count": 14.696901841291972,
                "gas_per_transaction": 1.5311672832488536,
                "effective_native_gas_price": 12.93800625513116,
                "fee_weighted_token_dollar_price": 0.3647120487242839
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              "additive_usd_contributions_lmdi": {
                "transaction_count": 613806.4903197736,
                "gas_per_transaction": 97297.45388594606,
                "effective_native_gas_price": 584695.2695101894,
                "fee_weighted_token_dollar_price": -230356.3427207617
              },
              "arithmetic_residual_usd": 0.0
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          }
        },
        "daily_fluctuations": {
          "largest_native_fee_day": {
            "day": "2026-08-21",
            "transactions": 2677674,
            "gas_used": 1437208074308,
            "fees_wei_exact": "550044641832077865764948",
            "fees_pol_exact": "550044.641832077865764948",
            "fees_pol": 550044.6418320779,
            "fees_usd_daily_marks_decimal": "50017.35553240661715647339681696601465452",
            "fees_usd": 50017.35553240662,
            "failed_transactions": 6964,
            "failed_fees_wei_exact": "208748569916321935661",
            "failed_fees_pol": 208.74856991632194,
            "failed_fees_usd_daily_marks_decimal": "18.98218916124565069766422814960347139",
            "failed_fees_usd": 18.98218916124565,
            "gas_per_transaction": 536737.5096102065,
            "fee_pol_per_transaction": 0.20541882313981383,
            "fee_usd_per_transaction": 0.018679404413086364,
            "gas_weighted_effective_gas_price_gwei": 382.7174726226878,
            "fee_weighted_pol_price_usd": 0.09093326564514799,
            "included_failure_transaction_share": 0.0026007646935362555,
            "included_failure_native_fee_share": 0.0003795120505510722
          },
          "largest_usd_valuation_day": {
            "day": "2026-08-25",
            "transactions": 2363678,
            "gas_used": 1279679798547,
            "fees_wei_exact": "474883178051399068827010",
            "fees_pol_exact": "474883.17805139906882701",
            "fees_pol": 474883.17805139907,
            "fees_usd_daily_marks_decimal": "58533.8096833973572565458756273462262017",
            "fees_usd": 58533.809683397354,
            "failed_transactions": 6728,
            "failed_fees_wei_exact": "186456097572944558566",
            "failed_fees_pol": 186.45609757294457,
            "failed_fees_usd_daily_marks_decimal": "22.98246439140538984377832524310228222",
            "failed_fees_usd": 22.98246439140539,
            "gas_per_transaction": 541393.4548390263,
            "fee_pol_per_transaction": 0.2009085747091605,
            "fee_usd_per_transaction": 0.024763867871764832,
            "gas_weighted_effective_gas_price_gwei": 371.09531508632125,
            "fee_weighted_pol_price_usd": 0.12325938754786117,
            "included_failure_transaction_share": 0.002846411397829992,
            "included_failure_native_fee_share": 0.0003926357179844417
          },
          "largest_day_native_fee_share": 0.038126869086189355,
          "five_largest_days_native_fee_share": 0.1845850993601132,
          "daily_population_coefficient_of_variation": {
            "transactions": 0.07506838859298726,
            "fees_pol": 0.08983537229254554,
            "fees_usd": 0.2021819414067775,
            "fee_pol_per_transaction": 0.041563123986225844,
            "gas_weighted_effective_gas_price_gwei": 0.032310371000678344
          },
          "volatility_interpretation": "Population standard deviation divided by daily mean within this completed month; observed fluctuation, not a sampling confidence interval."
        }
      }
    },
    {
      "month": "2026-09",
      "scopes": {
        "union": {
          "transactions": 57347776,
          "gas_used": 33812715107019,
          "fees_wei": "12051746888292330175280903",
          "failed_transactions": 115173,
          "failed_fees_wei": "9042207379641959039770",
          "fees_pol": "12051746.888292330175280903",
          "fees_usd_daily_marks": "1229226.93357375295801495624570675346970763",
          "distinct_fee_payers": 21492
        },
        "direct": {
          "transactions": 52627348,
          "gas_used": 28239672288613,
          "fees_wei": "10035522535916147846037635",
          "failed_transactions": 115173,
          "failed_fees_wei": "9042207379641959039770",
          "fees_pol": "10035522.535916147846037635",
          "fees_usd_daily_marks": "1023079.85339405259553026374875112006585071",
          "distinct_fee_payers": 11870
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      },
      "fromBlock": 93010515,
      "toBlock": 94738439,
      "insights": {
        "label": "2026-09",
        "months": [
          "2026-09"
        ],
        "complete": true,
        "union": {
          "transactions": 57347776,
          "gas_used": 33812715107019,
          "fees_wei_exact": "12051746888292330175280903",
          "fees_pol_exact": "12051746.888292330175280903",
          "fees_pol": 12051746.88829233,
          "fees_usd_daily_marks_decimal": "1229226.93357375295801495624570675346970763",
          "fees_usd": 1229226.9335737529,
          "failed_transactions": 115173,
          "failed_fees_wei_exact": "9042207379641959039770",
          "failed_fees_pol": 9042.207379641959,
          "failed_fees_usd_daily_marks_decimal": "920.02077618094250504917224778940261207",
          "failed_fees_usd": 920.0207761809424,
          "gas_per_transaction": 589608.1324412476,
          "fee_pol_per_transaction": 0.21015194884440383,
          "fee_usd_per_transaction": 0.02143460512878046,
          "gas_weighted_effective_gas_price_gwei": 356.4264759617181,
          "fee_weighted_pol_price_usd": 0.10199574758476594,
          "included_failure_transaction_share": 0.0020083254841478074,
          "included_failure_native_fee_share": 0.0007502818855601765
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        "direct": {
          "transactions": 52627348,
          "gas_used": 28239672288613,
          "fees_wei_exact": "10035522535916147846037635",
          "fees_pol_exact": "10035522.535916147846037635",
          "fees_pol": 10035522.535916148,
          "fees_usd_daily_marks_decimal": "1023079.85339405259553026374875112006585071",
          "fees_usd": 1023079.8533940526,
          "failed_transactions": 115173,
          "failed_fees_wei_exact": "9042207379641959039770",
          "failed_fees_pol": 9042.207379641959,
          "failed_fees_usd_daily_marks_decimal": "920.02077618094250504917224778940261207",
          "failed_fees_usd": 920.0207761809424,
          "gas_per_transaction": 536596.9094360027,
          "fee_pol_per_transaction": 0.19069025739081794,
          "fee_usd_per_transaction": 0.019440079963635115,
          "gas_weighted_effective_gas_price_gwei": 355.3696527832139,
          "fee_weighted_pol_price_usd": 0.10194584783528217,
          "included_failure_transaction_share": 0.0021884629261577078,
          "included_failure_native_fee_share": 0.0009010200861271337
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        "price": {
          "observation_days": 30,
          "daily_arithmetic_mean_usd": 0.10203027164325494,
          "fee_weighted_mean_usd": 0.10199574758476594,
          "daily_min_usd": 0.09189543978334304,
          "daily_max_usd": 0.1204991169572601
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        "verified_block_coverage": {
          "requested_from_block": 93010515,
          "requested_to_block": 94738439,
          "verified_contiguous_through_block": 94738439,
          "checkpoint_count": 1662
        },
        "month_over_month": {
          "label": "Month over month",
          "from": "2026-08",
          "to": "2026-09",
          "change_fraction": {
            "transactions": -0.1756367716195305,
            "fees_pol": -0.1646216671808065,
            "fees_usd": -0.021593308675313283,
            "gas_per_transaction": 0.061558956186315905,
            "fee_usd_per_transaction": 0.18686357862765002,
            "gas_weighted_effective_gas_price_gwei": -0.04540209548560037,
            "fee_weighted_pol_price_usd": 0.1712138714716338
          },
          "direct_change_fraction": {
            "transactions": -0.17234051925691718,
            "fees_pol": -0.18736234783890438,
            "fees_usd": -0.04880396647043328,
            "gas_per_transaction": 0.030414415126581273,
            "fee_usd_per_transaction": 0.1492601192407912,
            "gas_weighted_effective_gas_price_gwei": -0.04713073075286378,
            "fee_weighted_pol_price_usd": 0.1705045059135455
          },
          "fee_change_decomposition": {
            "method": "Logarithmic mean Divisia index (LMDI), exact multiplicative accounting identity",
            "formula": "USD = transaction_count \u00d7 gas_per_transaction \u00d7 effective_gas_price_gwei \u00d7 fee_weighted_POL_price_USD / 1e9; contribution_i = logarithmic_mean(USD_from,USD_to) \u00d7 ln(factor_to/factor_from)",
            "interpretation": "Accounting contributions, not causal effects. Gas/transaction includes operation mix; gas price and fee-weighted token price include transaction timing and fee weights.",
            "union": {
              "observed_usd_change": -27128.87886399217,
              "factor_ratios": {
                "transaction_count": 0.8243632283804695,
                "gas_per_transaction": 1.061558956186316,
                "effective_native_gas_price": 0.9545979045143996,
                "fee_weighted_token_dollar_price": 1.1712138714716338
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              "additive_usd_contributions_lmdi": {
                "transaction_count": -240028.20862368803,
                "gas_per_transaction": 74239.59530403753,
                "effective_native_gas_price": -57744.094484216774,
                "fee_weighted_token_dollar_price": 196403.82893987486
              },
              "arithmetic_residual_usd": 2.3283064365386963e-10
            },
            "direct": {
              "observed_usd_change": -52492.18152891623,
              "factor_ratios": {
                "transaction_count": 0.8276594807430828,
                "gas_per_transaction": 1.0304144151265813,
                "effective_native_gas_price": 0.9528692692471362,
                "fee_weighted_token_dollar_price": 1.1705045059135455
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              "additive_usd_contributions_lmdi": {
                "transaction_count": -198442.23906897378,
                "gas_per_transaction": 31432.366645083857,
                "effective_native_gas_price": -50648.33311575262,
                "fee_weighted_token_dollar_price": 165166.0240107267
              },
              "arithmetic_residual_usd": -3.7834979593753815e-10
            }
          }
        },
        "year_over_year": {
          "label": "Same month previous year",
          "from": "2025-09",
          "to": "2026-09",
          "change_fraction": {
            "transactions": 7.618897835423015,
            "fees_pol": 47.80013228449581,
            "fees_usd": 18.194847341185294,
            "gas_per_transaction": 0.5888749008113361,
            "fee_usd_per_transaction": 1.227065189506706,
            "gas_weighted_effective_gas_price_gwei": 2.563522964183732,
            "fee_weighted_pol_price_usd": -0.6066640305546129
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          "direct_change_fraction": {
            "transactions": 7.601920238871818,
            "fees_pol": 43.81024653026471,
            "fees_usd": 16.626172521919223,
            "gas_per_transaction": 0.4366197643646943,
            "fee_usd_per_transaction": 1.0490974145827439,
            "gas_weighted_effective_gas_price_gwei": 2.626102573390796,
            "fee_weighted_pol_price_usd": -0.6066486152890376
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          "fee_change_decomposition": {
            "method": "Logarithmic mean Divisia index (LMDI), exact multiplicative accounting identity",
            "formula": "USD = transaction_count \u00d7 gas_per_transaction \u00d7 effective_gas_price_gwei \u00d7 fee_weighted_POL_price_USD / 1e9; contribution_i = logarithmic_mean(USD_from,USD_to) \u00d7 ln(factor_to/factor_from)",
            "interpretation": "Accounting contributions, not causal effects. Gas/transaction includes operation mix; gas price and fee-weighted token price include transaction timing and fee weights.",
            "union": {
              "observed_usd_change": 1165187.5113410857,
              "factor_ratios": {
                "transaction_count": 8.618897835423015,
                "gas_per_transaction": 1.588874900811336,
                "effective_native_gas_price": 3.563522964183732,
                "fee_weighted_token_dollar_price": 0.3933359694453871
              },
              "additive_usd_contributions_lmdi": {
                "transaction_count": 849430.8795976613,
                "gas_per_transaction": 182598.20221616156,
                "effective_native_gas_price": 501130.65720309573,
                "fee_weighted_token_dollar_price": -367972.2276758328
              },
              "arithmetic_residual_usd": 0.0
            },
            "direct": {
              "observed_usd_change": 965036.6309008091,
              "factor_ratios": {
                "transaction_count": 8.601920238871818,
                "gas_per_transaction": 1.4366197643646943,
                "effective_native_gas_price": 3.626102573390796,
                "fee_weighted_token_dollar_price": 0.3933513847109624
              },
              "additive_usd_contributions_lmdi": {
                "transaction_count": 723759.5833830358,
                "gas_per_transaction": 121847.01636662979,
                "effective_native_gas_price": 433235.727462873,
                "fee_weighted_token_dollar_price": -313805.6963117294
              },
              "arithmetic_residual_usd": -1.1641532182693481e-10
            }
          }
        },
        "daily_fluctuations": {
          "largest_native_fee_day": {
            "day": "2026-09-20",
            "transactions": 2064739,
            "gas_used": 1271311103335,
            "fees_wei_exact": "482240715145285028883289",
            "fees_pol_exact": "482240.715145285028883289",
            "fees_pol": 482240.715145285,
            "fees_usd_daily_marks_decimal": "50540.68225936843649003555414600331457347",
            "fees_usd": 50540.682259368434,
            "failed_transactions": 4545,
            "failed_fees_wei_exact": "303502170631641962282",
            "failed_fees_pol": 303.50217063164195,
            "failed_fees_usd_daily_marks_decimal": "31.80819513819189753033195462469207086",
            "failed_fees_usd": 31.8081951381919,
            "gas_per_transaction": 615724.8462565971,
            "fee_pol_per_transaction": 0.2335601328522806,
            "fee_usd_per_transaction": 0.024478000492734645,
            "gas_weighted_effective_gas_price_gwei": 379.32549623788736,
            "fee_weighted_pol_price_usd": 0.10480384727395323,
            "included_failure_transaction_share": 0.0022012467435351393,
            "included_failure_native_fee_share": 0.0006293582459958936
          },
          "largest_usd_valuation_day": {
            "day": "2026-09-27",
            "transactions": 1814220,
            "gas_used": 1137356915679,
            "fees_wei_exact": "421362501553024474768485",
            "fees_pol_exact": "421362.501553024474768485",
            "fees_pol": 421362.50155302446,
            "fees_usd_daily_marks_decimal": "50773.8093560415867088651111785874279485",
            "fees_usd": 50773.80935604159,
            "failed_transactions": 3555,
            "failed_fees_wei_exact": "78600409126500386368",
            "failed_fees_pol": 78.60040912650038,
            "failed_fees_usd_daily_marks_decimal": "9.4712798922226642314771231926703168",
            "failed_fees_usd": 9.471279892222665,
            "gas_per_transaction": 626912.345624566,
            "fee_pol_per_transaction": 0.23225546050259863,
            "fee_usd_per_transaction": 0.027986577899064936,
            "gas_weighted_effective_gas_price_gwei": 370.47517427849095,
            "fee_weighted_pol_price_usd": 0.1204991169572601,
            "included_failure_transaction_share": 0.0019595197936303206,
            "included_failure_native_fee_share": 0.00018653869017010586
          },
          "largest_day_native_fee_share": 0.040014175506271024,
          "five_largest_days_native_fee_share": 0.18630839890043094,
          "daily_population_coefficient_of_variation": {
            "transactions": 0.058747111363014644,
            "fees_pol": 0.07450072286844782,
            "fees_usd": 0.11180902411947562,
            "fee_pol_per_transaction": 0.05058884662004086,
            "gas_weighted_effective_gas_price_gwei": 0.027795342640533786
          },
          "volatility_interpretation": "Population standard deviation divided by daily mean within this completed month; observed fluctuation, not a sampling confidence interval."
        }
      }
    }
  ],
  "eight_transaction_audit": {
    "status": "Complete for these eight explicitly listed transactions, not complete for the containing block/day/application.",
    "block_number": 94899055,
    "block_hash": "0x94d65f18386f96b491fa5e6b56f52cf0f42d05c2a269de09563e347283e98f21",
    "block_timestamp_utc": "2026-10-03T18:55:23+00:00",
    "transactions": 8,
    "successful_transactions": 8,
    "maker_order_matches": 21,
    "maker_counts": [
      1,
      2,
      1,
      1,
      2,
      11,
      1,
      2
    ],
    "gas_used": 5359204,
    "fee_wei": "1747319032617249280",
    "fee_POL": "1.747319032617249280",
    "corporate_funding_verified": false,
    "rows": [
      {
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        "gas_used": 657719,
        "effective_gas_price_wei": "326040776320",
        "fee_wei": "214443213360414080",
        "fee_POL": "0.214443213360414080",
        "fee_payer_from": "0x6477514d40e55e15312e3b1fb1e7f9edd313e3ca",
        "destination_to": "0xe111180000d2663c0091e4f400237545b87b996b",
        "explorer_url": "https://polygonscan.com/tx/0xeee7e04980d4fd6ab470e87056c9c519b2b06e1722d0271b4a1c4c382c8108f2"
      },
      {
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        "gas_used": 791834,
        "effective_gas_price_wei": "326040776320",
        "fee_wei": "258170172076570880",
        "fee_POL": "0.258170172076570880",
        "fee_payer_from": "0x6ecc34683ccf2d333673866423319f9942e801a9",
        "destination_to": "0xe111180000d2663c0091e4f400237545b87b996b",
        "explorer_url": "https://polygonscan.com/tx/0x3804e31c95ca0678c14ef894e5666e8aecc410afa93e4fd1bb258772f28fc57f"
      },
      {
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        "gas_used": 514611,
        "effective_gas_price_wei": "326040776320",
        "fee_wei": "167784169942811520",
        "fee_POL": "0.167784169942811520",
        "fee_payer_from": "0xa4ee9af68ae3dc09eec4c64ca0b0855b0554dc2a",
        "destination_to": "0xe111180000d2663c0091e4f400237545b87b996b",
        "explorer_url": "https://polygonscan.com/tx/0xf7f5285e40816ed84fdbe79bc5e70f7b6354bbd56c9d7bba7d54f8a227a8c0ce"
      },
      {
        "hash": "0x6180a2e22a8c061cf27049ac95ca4a60350fd8e13e1dfc160f1f26d2e61bd06a",
        "gas_used": 306401,
        "effective_gas_price_wei": "326040776320",
        "fee_wei": "99899219905224320",
        "fee_POL": "0.099899219905224320",
        "fee_payer_from": "0x57a6855bfe92ae3beb066566498ffe410d596ca6",
        "destination_to": "0xe111180000d2663c0091e4f400237545b87b996b",
        "explorer_url": "https://polygonscan.com/tx/0x6180a2e22a8c061cf27049ac95ca4a60350fd8e13e1dfc160f1f26d2e61bd06a"
      },
      {
        "hash": "0xe761510d958a3decad1b35ac7ec7c423b53f722a886ca515faac0ea3ddee55ce",
        "gas_used": 633769,
        "effective_gas_price_wei": "326040776320",
        "fee_wei": "206634536767550080",
        "fee_POL": "0.206634536767550080",
        "fee_payer_from": "0x6204134cedc5c5dd41c76b09b626429b1ec324ad",
        "destination_to": "0xe111180000d2663c0091e4f400237545b87b996b",
        "explorer_url": "https://polygonscan.com/tx/0xe761510d958a3decad1b35ac7ec7c423b53f722a886ca515faac0ea3ddee55ce"
      },
      {
        "hash": "0xa31ee6ee144576e48af98bfcb55e24348f9c72c9a14125aef4bda84b0df652f3",
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        "effective_gas_price_wei": "326040776320",
        "fee_wei": "472356791346021120",
        "fee_POL": "0.472356791346021120",
        "fee_payer_from": "0xa3fd28194b94cb9667ec600159adc71282d02bf6",
        "destination_to": "0xe111180000d2663c0091e4f400237545b87b996b",
        "explorer_url": "https://polygonscan.com/tx/0xa31ee6ee144576e48af98bfcb55e24348f9c72c9a14125aef4bda84b0df652f3"
      },
      {
        "hash": "0xa0f405637a53e4a0ab8642912ec62dc65e5d05121e655fe3f3d5a8c09a5f69ba",
        "gas_used": 282512,
        "effective_gas_price_wei": "326040776320",
        "fee_wei": "92110431799715840",
        "fee_POL": "0.092110431799715840",
        "fee_payer_from": "0xb967f80d8cdf96d02086d378762350875b30e1bd",
        "destination_to": "0xe2222d279d744050d28e00520010520000310f59",
        "explorer_url": "https://polygonscan.com/tx/0xa0f405637a53e4a0ab8642912ec62dc65e5d05121e655fe3f3d5a8c09a5f69ba"
      },
      {
        "hash": "0x4144ed5faaef0ecc8865b08a19bf7d196a4d357a3b8e351c214171f2b88eb5d8",
        "gas_used": 723592,
        "effective_gas_price_wei": "326040776320",
        "fee_wei": "235920497418941440",
        "fee_POL": "0.235920497418941440",
        "fee_payer_from": "0xf1d1da6797ffda3d0a4830b0f1e5b06499ada79b",
        "destination_to": "0xe2222d279d744050d28e00520010520000310f59",
        "explorer_url": "https://polygonscan.com/tx/0x4144ed5faaef0ecc8865b08a19bf7d196a4d357a3b8e351c214171f2b88eb5d8"
      }
    ]
  },
  "independent_review": {
    "audited_at_utc": "2026-10-04T04:02:22.126127+00:00",
    "status": "completed_months_independently_reconciled",
    "full_history_complete": true,
    "completed_months_independently_reconciled": [
      "2024-10",
      "2024-11",
      "2024-12",
      "2025-01",
      "2025-02",
      "2025-03",
      "2025-04",
      "2025-05",
      "2025-06",
      "2025-07",
      "2025-08",
      "2025-09",
      "2025-10",
      "2025-11",
      "2025-12",
      "2026-01",
      "2026-02",
      "2026-03",
      "2026-04",
      "2026-05",
      "2026-06",
      "2026-07",
      "2026-08",
      "2026-09"
    ],
    "network_requests_in_audit": 0,
    "unresolved_arithmetic_errors": [],
    "frozen_files_sha256": {
      "census_sqd.py": "1fc6623a4c87c415bde12058db5755a77e87bf90feacf3f5a79f5f4feeaf6f5f",
      "census_finalize.py": "d9c2c8d76d4e197a52b939f6a36ef06690016bb6801614c71c2fe5c1f1b23c1e",
      "data/pol_daily_prices.json": "905a83f4c02bb0bad111948dd859c907f169209592296b67cce9796f82579c35",
      "data/contract_registry.json": "6f20f0b5b70ed2dc67bedec62ded78874f8e8a5366ce6277e4aaac514cafcc00",
      "data/month_boundaries.json": "3d3b578b633234d6fad4a2f2473ec0a7755730cbb59e3b82582ef4ac45aabb60"
    },
    "source_code_review": {
      "query_scope": "OR union of transaction destinations and transactions parent to matching emitted logs. Reducer iterates returned transaction array once; duplicate block/index aborts. All receipts including status=0 direct calls retained.",
      "fees": "gasUsed and effectiveGasPrice parsed as Python integers; fee and all native sums remain integers until explicit decimal/display conversions. Zero-status included fees recorded separately.",
      "pagination": "Retained SQD introduction explicitly guarantees first and last blocks of the scanned range even without matches, permits stopping before requested toBlock, and instructs last+1 continuation. The reducer follows this and checks strictly increasing returned blocks. Gaps between returned matched blocks are permitted by provider semantics; gaps/overlaps between checkpoints are rejected.",
      "finality": "Uses finalized-stream; relies on provider finalized canonical index. No independent full-chain consensus audit is implied.",
      "configuration_freeze": "Manifest verifies registry, daily price and block boundary file hashes plus complete query object before resuming.",
      "decimal_context": "Collector sets precision70 again inside merge_month because Decimal contexts are thread-local; finalizer also sets70. This audit recomputes at100 digits. All730 frozen numeric prices round-trip through runtime float then Decimal(str(value)) without changing their stored decimal values.",
      "USD_join": "Each receipt is grouped by UTC block date and uses that date's frozen POL mark. Prices cover all730 dates. Payer USD and day USD independently conserve exactly. USD is a daily mark estimate, not paid acquisition cost.",
      "finalizer": "Only complete monthly files with end==requested end, exact daily native reductions and all calendar dates are accepted. Incomplete requested periods return null rather than extrapolation. Exact wei and decimal POL strings are retained; display ratios and number fields use floating arithmetic.",
      "monthly_boundaries": "Frozen first-at-or-after-midnight blocks establish25 boundaries and24 consecutive nonoverlapping month ranges. Existing binary-search implementation reviewed; audit compares first checkpoint hash to frozen boundary hash."
    },
    "fixture_reconciliation": [
      {
        "first_block": 62479906,
        "last_block": 62479908,
        "passed": true,
        "rpc_recomputed": {
          "union": {
            "transactions": 7,
            "gas_used": 1846263,
            "fees_wei": "116848538046156575",
            "failed_transactions": 0,
            "failed_fees_wei": "0"
          },
          "direct": {
            "transactions": 2,
            "gas_used": 595058,
            "fees_wei": "39273828014876450",
            "failed_transactions": 0,
            "failed_fees_wei": "0"
          }
        }
      },
      {
        "first_block": 93010515,
        "last_block": 93010517,
        "passed": true,
        "rpc_recomputed": {
          "union": {
            "transactions": 20,
            "gas_used": 6016237,
            "fees_wei": "430560870590129014",
            "failed_transactions": 0,
            "failed_fees_wei": "0"
          },
          "direct": {
            "transactions": 15,
            "gas_used": 4491864,
            "fees_wei": "335595541615811787",
            "failed_transactions": 0,
            "failed_fees_wei": "0"
          }
        }
      },
      {
        "first_block": 65370684,
        "last_block": 65370684,
        "passed": true,
        "rpc_recomputed": {
          "union": {
            "transactions": 3,
            "gas_used": 1920924,
            "fees_wei": "68058145287148644",
            "failed_transactions": 1,
            "failed_fees_wei": "17479695479294160"
          },
          "direct": {
            "transactions": 2,
            "gas_used": 909544,
            "fees_wei": "32225052993795864",
            "failed_transactions": 1,
            "failed_fees_wei": "17479695479294160"
          }
        }
      }
    ],
    "checkpoint_snapshots": [
      {
        "month": "2024-10",
        "snapshot_checkpoints": 596,
        "requested_first_block": 62479906,
        "requested_last_block": 63732940,
        "verified_contiguous_through_block": 63732940,
        "complete_month_checkpoint_coverage": true,
        "coverage_fraction": 1.0,
        "daily_payer_destination_integer_and_USD_conservation": true,
        "each_published_daily_destination_reconstructed_from_checkpoints": true,
        "distinct_day_destination_keys_reconstructed": 297,
        "monthly_output_status": "fully_reconciled_against_checkpoint_snapshot",
        "independently_recomputed_scopes": {
          "union": {
            "transactions": 7105410,
            "gas_used": 2586842063141,
            "fees_wei": "322676900650500304011062",
            "failed_transactions": 5512,
            "failed_fees_wei": "487221781106989082783",
            "fees_pol_exact": "322676.900650500304011062",
            "fees_usd_daily_marks_decimal": "113255.47963537074569871475326585886706118"
          },
          "direct": {
            "transactions": 1254572,
            "gas_used": 430707456750,
            "fees_wei": "47685826693696566699421",
            "failed_transactions": 5512,
            "failed_fees_wei": "487221781106989082783",
            "fees_pol_exact": "47685.826693696566699421",
            "fees_usd_daily_marks_decimal": "16949.65518448460226019020201438102878592"
          }
        }
      },
      {
        "month": "2024-11",
        "snapshot_checkpoints": 670,
        "requested_first_block": 63732941,
        "requested_last_block": 64932348,
        "verified_contiguous_through_block": 64932348,
        "complete_month_checkpoint_coverage": true,
        "coverage_fraction": 1.0,
        "daily_payer_destination_integer_and_USD_conservation": true,
        "each_published_daily_destination_reconstructed_from_checkpoints": true,
        "distinct_day_destination_keys_reconstructed": 292,
        "monthly_output_status": "fully_reconciled_against_checkpoint_snapshot",
        "independently_recomputed_scopes": {
          "union": {
            "transactions": 8004832,
            "gas_used": 2899655992300,
            "fees_wei": "542534950750193875827301",
            "failed_transactions": 3939,
            "failed_fees_wei": "1032750120115375354781",
            "fees_pol_exact": "542534.950750193875827301",
            "fees_usd_daily_marks_decimal": "200530.8785335704769954455777713401698616"
          },
          "direct": {
            "transactions": 2188923,
            "gas_used": 718337270640,
            "fees_wei": "152351171101540580551779",
            "failed_transactions": 3939,
            "failed_fees_wei": "1032750120115375354781",
            "fees_pol_exact": "152351.171101540580551779",
            "fees_usd_daily_marks_decimal": "55833.62601141904730804889178684515141214"
          }
        }
      },
      {
        "month": "2024-12",
        "snapshot_checkpoints": 637,
        "requested_first_block": 64932349,
        "requested_last_block": 66158917,
        "verified_contiguous_through_block": 66158917,
        "complete_month_checkpoint_coverage": true,
        "coverage_fraction": 1.0,
        "daily_payer_destination_integer_and_USD_conservation": true,
        "each_published_daily_destination_reconstructed_from_checkpoints": true,
        "distinct_day_destination_keys_reconstructed": 300,
        "monthly_output_status": "fully_reconciled_against_checkpoint_snapshot",
        "independently_recomputed_scopes": {
          "union": {
            "transactions": 10819771,
            "gas_used": 3873792201109,
            "fees_wei": "590991925131398944237416",
            "failed_transactions": 3637,
            "failed_fees_wei": "332506314648821474332",
            "fees_pol_exact": "590991.925131398944237416",
            "fees_usd_daily_marks_decimal": "304558.7288474114493222061175080819855287"
          },
          "direct": {
            "transactions": 2921451,
            "gas_used": 904426466312,
            "fees_wei": "116245420932895203973933",
            "failed_transactions": 3637,
            "failed_fees_wei": "332506314648821474332",
            "fees_pol_exact": "116245.420932895203973933",
            "fees_usd_daily_marks_decimal": "62298.9914540427907044751660440260069721"
          }
        }
      },
      {
        "month": "2025-01",
        "snapshot_checkpoints": 607,
        "requested_first_block": 66158918,
        "requested_last_block": 67387132,
        "verified_contiguous_through_block": 67387132,
        "complete_month_checkpoint_coverage": true,
        "coverage_fraction": 1.0,
        "daily_payer_destination_integer_and_USD_conservation": true,
        "each_published_daily_destination_reconstructed_from_checkpoints": true,
        "distinct_day_destination_keys_reconstructed": 307,
        "monthly_output_status": "fully_reconciled_against_checkpoint_snapshot",
        "independently_recomputed_scopes": {
          "union": {
            "transactions": 7233062,
            "gas_used": 2645926312898,
            "fees_wei": "188546726468249299984327",
            "failed_transactions": 21945,
            "failed_fees_wei": "861243859869337931956",
            "fees_pol_exact": "188546.726468249299984327",
            "fees_usd_daily_marks_decimal": "87822.252171246560227991440742"
          },
          "direct": {
            "transactions": 2563103,
            "gas_used": 854328176529,
            "fees_wei": "68200483653059982392505",
            "failed_transactions": 21945,
            "failed_fees_wei": "861243859869337931956",
            "fees_pol_exact": "68200.483653059982392505",
            "fees_usd_daily_marks_decimal": "31509.195575177439748044484973"
          }
        }
      },
      {
        "month": "2025-02",
        "snapshot_checkpoints": 570,
        "requested_first_block": 67387133,
        "requested_last_block": 68495221,
        "verified_contiguous_through_block": 68495221,
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            "fees_usd_daily_marks_decimal": "2106141.09391046902941927208830089429821110"
          },
          "direct": {
            "transactions": 86228630,
            "gas_used": 39655042279711,
            "fees_wei": "19843468694733033684235201",
            "failed_transactions": 1911016,
            "failed_fees_wei": "1786230944630837053401074",
            "fees_pol_exact": "19843468.694733033684235201",
            "fees_usd_daily_marks_decimal": "1864034.52131742270562103341926170218404133"
          }
        }
      },
      {
        "month": "2026-06",
        "snapshot_checkpoints": 2396,
        "requested_first_block": 87732731,
        "requested_last_block": 89439336,
        "verified_contiguous_through_block": 89439336,
        "complete_month_checkpoint_coverage": true,
        "coverage_fraction": 1.0,
        "daily_payer_destination_integer_and_USD_conservation": true,
        "each_published_daily_destination_reconstructed_from_checkpoints": true,
        "distinct_day_destination_keys_reconstructed": 549,
        "monthly_output_status": "fully_reconciled_against_checkpoint_snapshot",
        "independently_recomputed_scopes": {
          "union": {
            "transactions": 92862536,
            "gas_used": 50878049787993,
            "fees_wei": "21379152240179135058947528",
            "failed_transactions": 557897,
            "failed_fees_wei": "31546159382547298980073",
            "fees_pol_exact": "21379152.240179135058947528",
            "fees_usd_daily_marks_decimal": "1664118.48942133308935346387624529018510723"
          },
          "direct": {
            "transactions": 83986957,
            "gas_used": 44828663564867,
            "fees_wei": "18759964237710116298841334",
            "failed_transactions": 557897,
            "failed_fees_wei": "31546159382547298980073",
            "fees_pol_exact": "18759964.237710116298841334",
            "fees_usd_daily_marks_decimal": "1460468.11485473403253430806320421711713039"
          }
        }
      },
      {
        "month": "2026-07",
        "snapshot_checkpoints": 2251,
        "requested_first_block": 89439337,
        "requested_last_block": 91224919,
        "verified_contiguous_through_block": 91224919,
        "complete_month_checkpoint_coverage": true,
        "coverage_fraction": 1.0,
        "daily_payer_destination_integer_and_USD_conservation": true,
        "each_published_daily_destination_reconstructed_from_checkpoints": true,
        "distinct_day_destination_keys_reconstructed": 567,
        "monthly_output_status": "fully_reconciled_against_checkpoint_snapshot",
        "independently_recomputed_scopes": {
          "union": {
            "transactions": 82855732,
            "gas_used": 47122911154027,
            "fees_wei": "19822096527451657406425638",
            "failed_transactions": 350769,
            "failed_fees_wei": "20380614792892235957889",
            "fees_pol_exact": "19822096.527451657406425638",
            "fees_usd_daily_marks_decimal": "1530918.82191194993228029186602801119418701"
          },
          "direct": {
            "transactions": 75179877,
            "gas_used": 41259407581750,
            "fees_wei": "17277599073456086867865406",
            "failed_transactions": 350769,
            "failed_fees_wei": "20380614792892235957889",
            "fees_pol_exact": "17277599.073456086867865406",
            "fees_usd_daily_marks_decimal": "1334571.55300504015958499149516211557812572"
          }
        }
      },
      {
        "month": "2026-08",
        "snapshot_checkpoints": 1931,
        "requested_first_block": 91224920,
        "requested_last_block": 93010514,
        "verified_contiguous_through_block": 93010514,
        "complete_month_checkpoint_coverage": true,
        "coverage_fraction": 1.0,
        "daily_payer_destination_integer_and_USD_conservation": true,
        "each_published_daily_destination_reconstructed_from_checkpoints": true,
        "distinct_day_destination_keys_reconstructed": 549,
        "monthly_output_status": "fully_reconciled_against_checkpoint_snapshot",
        "independently_recomputed_scopes": {
          "union": {
            "transactions": 69566150,
            "gas_used": 38638238171888,
            "fees_wei": "14426693169812880462945871",
            "failed_transactions": 276515,
            "failed_fees_wei": "11057029062890716103033",
            "fees_pol_exact": "14426693.169812880462945871",
            "fees_usd_daily_marks_decimal": "1256355.81243774511353021661988637737280361"
          },
          "direct": {
            "transactions": 63585749,
            "gas_used": 33112809658609,
            "fees_wei": "12349320154226283897500438",
            "failed_transactions": 276515,
            "failed_fees_wei": "11057029062890716103033",
            "fees_pol_exact": "12349320.154226283897500438",
            "fees_usd_daily_marks_decimal": "1075572.03492296873307205781956716599517676"
          }
        }
      },
      {
        "month": "2026-09",
        "snapshot_checkpoints": 1662,
        "requested_first_block": 93010515,
        "requested_last_block": 94738439,
        "verified_contiguous_through_block": 94738439,
        "complete_month_checkpoint_coverage": true,
        "coverage_fraction": 1.0,
        "daily_payer_destination_integer_and_USD_conservation": true,
        "each_published_daily_destination_reconstructed_from_checkpoints": true,
        "distinct_day_destination_keys_reconstructed": 523,
        "monthly_output_status": "fully_reconciled_against_checkpoint_snapshot",
        "independently_recomputed_scopes": {
          "union": {
            "transactions": 57347776,
            "gas_used": 33812715107019,
            "fees_wei": "12051746888292330175280903",
            "failed_transactions": 115173,
            "failed_fees_wei": "9042207379641959039770",
            "fees_pol_exact": "12051746.888292330175280903",
            "fees_usd_daily_marks_decimal": "1229226.93357375295801495624570675346970763"
          },
          "direct": {
            "transactions": 52627348,
            "gas_used": 28239672288613,
            "fees_wei": "10035522535916147846037635",
            "failed_transactions": 115173,
            "failed_fees_wei": "9042207379641959039770",
            "fees_pol_exact": "10035522.535916147846037635",
            "fees_usd_daily_marks_decimal": "1023079.85339405259553026374875112006585071"
          }
        }
      }
    ],
    "limits": [
      "Checkpoint totals are independently recomputed from retained reductions. Most full raw responses were discarded after reduction; their hashes alone do not permit a transaction-by-transaction re-audit. Seven retained blocks are independently reconciled to RPC receipts.",
      "Complete means complete indexed census within the frozen34-address destination-or-surviving-log perimeter. This is not proof of company ownership or corporate gas sponsorship.",
      "An indirect reverted call with no surviving registered log is outside the chosen footprint. Shared-contract interactions may include non-Polymarket economic activity.",
      "Provider omissions, historical registry omissions and finality errors are distinct from exact arithmetic. No full-population second-provider reconciliation is claimed.",
      "Finalizer relies on collector-certified requested boundaries and frozen config; this audit independently checks these against the manifest and boundary registry."
    ],
    "primary_documentation": {
      "pagination": "https://docs.sqd.dev/en/api/evm/introduction",
      "schema": "https://docs.sqd.dev/en/ai/evm-openapi",
      "retained_pagination": "evidence/census-independent/sqd-evm-query-docs.body",
      "retained_schema": "evidence/census-independent/sqd-evm-openapi.yaml"
    },
    "reproduce": "python3 evidence/census/independent_final_audit.py",
    "published_history_validation": {
      "status": "passed",
      "file": "evidence/census/exact_history.json",
      "sha256": "ed58628fabf9c6634e423ee0b72c7dcfe39a18278091c78cc013980255eabf27",
      "snapshot_generated_at": "2026-10-04T03:52:59.464568+00:00",
      "read_once_snapshot": true,
      "published_completed_months": [
        "2024-10",
        "2024-11",
        "2024-12",
        "2025-01",
        "2025-02",
        "2025-03",
        "2025-04",
        "2025-05",
        "2025-06",
        "2025-07",
        "2025-08",
        "2025-09",
        "2025-10",
        "2025-11",
        "2025-12",
        "2026-01",
        "2026-02",
        "2026-03",
        "2026-04",
        "2026-05",
        "2026-06",
        "2026-07",
        "2026-08",
        "2026-09"
      ],
      "independently_reconciled_published_months": [
        "2024-10",
        "2024-11",
        "2024-12",
        "2025-01",
        "2025-02",
        "2025-03",
        "2025-04",
        "2025-05",
        "2025-06",
        "2025-07",
        "2025-08",
        "2025-09",
        "2025-10",
        "2025-11",
        "2025-12",
        "2026-01",
        "2026-02",
        "2026-03",
        "2026-04",
        "2026-05",
        "2026-06",
        "2026-07",
        "2026-08",
        "2026-09"
      ],
      "full_history_total_is_null": false,
      "exact_wei_POL_USD_and_display_prices_verified": true,
      "september_projection_coverage_verified": {
        "status": "passed",
        "successful_V2_destination_calls": 41686536,
        "successful_V2_fees_wei_exact": "8450288985676614639056837",
        "successful_V2_fees_USD_daily_marks_decimal": "860917.08616719576150255304650947879436038",
        "whole_footprint_transactions": 57347776,
        "whole_footprint_fees_wei_exact": "12051746888292330175280903",
        "whole_footprint_fees_USD_daily_marks_decimal": "1229226.93357375295801495624570675346970763",
        "V2_all_call_gas_used_exact": 23708219024166,
        "successful_V2_mean_gas_upper_bound": "568726.0516001137633503536969346649479342682730942191982562427350643862565121745783818545153284024367",
        "mean_gas_bound_reason": "Failed gas is nonnegative; all-call gas divided by success count bounds the success-only average from above. This is not an exact successful-call gas average.",
        "V2_included_failed_calls": 8949,
        "V2_included_failed_fee_wei": "864891229203348554343",
        "transaction_coverage_fraction": 0.7269076310823283,
        "native_fee_coverage_fraction": 0.7011671473025747,
        "USD_fee_coverage_fraction": 0.7003727811790101,
        "successful_V2_gas_remains_unknown": true,
        "operation_selector_and_maker_array_mix_not_censused": true
      },
      "daily_rows_verified": 730,
      "daily_monthly_quarter_failed_fee_USD_marks_verified": true,
      "daily_fluctuation_rank_share_and_population_CV_verified": true,
      "quarters_verified": [
        "2024-Q4",
        "2025-Q1",
        "2025-Q2",
        "2025-Q3",
        "2025-Q4",
        "2026-Q1",
        "2026-Q2",
        "2026-Q3"
      ],
      "annual_cohorts_verified": [
        "Oct 2024\u2013Sep 2025",
        "Oct 2025\u2013Sep 2026"
      ],
      "full_period_totals_and_730_days_verified": true,
      "growth_comparisons_verified": [
        {
          "from": "2024-10",
          "to": "2024-11",
          "scope": "union"
        },
        {
          "from": "2024-10",
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          "scope": "direct"
        },
        {
          "from": "2024-11",
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        },
        {
          "from": "2024-11",
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        },
        {
          "from": "2024-12",
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        },
        {
          "from": "2024-12",
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        },
        {
          "from": "2025-01",
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          "scope": "union"
        },
        {
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        },
        {
          "from": "2025-02",
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          "scope": "union"
        },
        {
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          "scope": "direct"
        },
        {
          "from": "2025-03",
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        },
        {
          "from": "2025-03",
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        },
        {
          "from": "2025-04",
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        },
        {
          "from": "2025-04",
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        },
        {
          "from": "2025-05",
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        },
        {
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        },
        {
          "from": "2025-06",
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        },
        {
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        },
        {
          "from": "2025-07",
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        },
        {
          "from": "2025-07",
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        },
        {
          "from": "2025-08",
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        },
        {
          "from": "2025-08",
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        },
        {
          "from": "2025-09",
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        },
        {
          "from": "2025-09",
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        },
        {
          "from": "2024-10",
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        },
        {
          "from": "2024-10",
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        },
        {
          "from": "2025-10",
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        },
        {
          "from": "2025-10",
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        },
        {
          "from": "2024-11",
          "to": "2025-11",
          "scope": "union"
        },
        {
          "from": "2024-11",
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        },
        {
          "from": "2025-11",
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          "scope": "union"
        },
        {
          "from": "2025-11",
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          "scope": "direct"
        },
        {
          "from": "2024-12",
          "to": "2025-12",
          "scope": "union"
        },
        {
          "from": "2024-12",
          "to": "2025-12",
          "scope": "direct"
        },
        {
          "from": "2025-12",
          "to": "2026-01",
          "scope": "union"
        },
        {
          "from": "2025-12",
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        },
        {
          "from": "2025-01",
          "to": "2026-01",
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        },
        {
          "from": "2025-01",
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        },
        {
          "from": "2026-01",
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        },
        {
          "from": "2026-01",
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        },
        {
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        {
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        {
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        {
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        {
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        {
          "from": "2025-03",
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        {
          "from": "2026-03",
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        {
          "from": "2026-03",
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        {
          "from": "2025-04",
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        },
        {
          "from": "2025-04",
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        },
        {
          "from": "2026-04",
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        },
        {
          "from": "2026-04",
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        },
        {
          "from": "2025-05",
          "to": "2026-05",
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        },
        {
          "from": "2025-05",
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        },
        {
          "from": "2026-05",
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        {
          "from": "2026-05",
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        {
          "from": "2025-06",
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        },
        {
          "from": "2025-06",
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        },
        {
          "from": "2026-06",
          "to": "2026-07",
          "scope": "union"
        },
        {
          "from": "2026-06",
          "to": "2026-07",
          "scope": "direct"
        },
        {
          "from": "2025-07",
          "to": "2026-07",
          "scope": "union"
        },
        {
          "from": "2025-07",
          "to": "2026-07",
          "scope": "direct"
        },
        {
          "from": "2026-07",
          "to": "2026-08",
          "scope": "union"
        },
        {
          "from": "2026-07",
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          "scope": "direct"
        },
        {
          "from": "2025-08",
          "to": "2026-08",
          "scope": "union"
        },
        {
          "from": "2025-08",
          "to": "2026-08",
          "scope": "direct"
        },
        {
          "from": "2026-08",
          "to": "2026-09",
          "scope": "union"
        },
        {
          "from": "2026-08",
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        },
        {
          "from": "2025-09",
          "to": "2026-09",
          "scope": "union"
        },
        {
          "from": "2025-09",
          "to": "2026-09",
          "scope": "direct"
        },
        {
          "from": "Oct 2024\u2013Sep 2025",
          "to": "Oct 2025\u2013Sep 2026",
          "scope": "union"
        },
        {
          "from": "Oct 2024\u2013Sep 2025",
          "to": "Oct 2025\u2013Sep 2026",
          "scope": "direct"
        }
      ],
      "independently_recomputed_peak_rankings": {
        "scope": "union",
        "full_requested_window": true,
        "completed_months_ranked": [
          "2024-10",
          "2024-11",
          "2024-12",
          "2025-01",
          "2025-02",
          "2025-03",
          "2025-04",
          "2025-05",
          "2025-06",
          "2025-07",
          "2025-08",
          "2025-09",
          "2025-10",
          "2025-11",
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          "2026-02",
          "2026-03",
          "2026-04",
          "2026-05",
          "2026-06",
          "2026-07",
          "2026-08",
          "2026-09"
        ],
        "monthly": {
          "native_fees": [
            {
              "label": "2026-02",
              "transactions": 99561781,
              "fees_wei_exact": "30090318729886548635002871",
              "fees_pol_exact": "30090318.729886548635002871",
              "fees_usd_daily_marks_decimal": "3109921.92141074127737236193427172996736624"
            },
            {
              "label": "2026-05",
              "transactions": 99128961,
              "fees_wei_exact": "22413117213775134239587796",
              "fees_pol_exact": "22413117.213775134239587796",
              "fees_usd_daily_marks_decimal": "2106141.09391046902941927208830089429821110"
            },
            {
              "label": "2026-06",
              "transactions": 92862536,
              "fees_wei_exact": "21379152240179135058947528",
              "fees_pol_exact": "21379152.240179135058947528",
              "fees_usd_daily_marks_decimal": "1664118.48942133308935346387624529018510723"
            },
            {
              "label": "2026-07",
              "transactions": 82855732,
              "fees_wei_exact": "19822096527451657406425638",
              "fees_pol_exact": "19822096.527451657406425638",
              "fees_usd_daily_marks_decimal": "1530918.82191194993228029186602801119418701"
            },
            {
              "label": "2026-03",
              "transactions": 155699030,
              "fees_wei_exact": "19563706200337206854787627",
              "fees_pol_exact": "19563706.200337206854787627",
              "fees_usd_daily_marks_decimal": "1908054.43270458526186146594787690761131058"
            },
            {
              "label": "2026-01",
              "transactions": 69352552,
              "fees_wei_exact": "18596661640128817387062142",
              "fees_pol_exact": "18596661.640128817387062142",
              "fees_usd_daily_marks_decimal": "2409394.02988189698688143086797616782178893"
            },
            {
              "label": "2026-08",
              "transactions": 69566150,
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        {
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      "LMDI_interpretation": "Accounting identity, not causal effects. Gas/transaction also varies with operation mix; fee-weighted token price depends on transaction timing."
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  }
}
