{
    "family": "price_rhythm",
    "url": "https://www.fuel-prices.eu/live/australia/western-australia/price-changes/",
    "markdown": "https://www.fuel-prices.eu/live/australia/western-australia/price-changes/data.md",
    "language": "en",
    "market": {
        "key": "australia/western-australia",
        "country": "Western Australia",
        "cc": "AU",
        "live_map": "https://www.fuel-prices.eu/live/australia/western-australia/"
    },
    "window": {
        "d0": "2026-06-19",
        "d1": "2026-09-16",
        "days": 90
    },
    "built_at": "2026-09-17T01:12:27+00:00",
    "currency": "AUD",
    "method": {
        "series": "one price per station per day",
        "change": "two consecutive days with different prices, counted on the second",
        "max_gap_days": 3,
        "hour_of_day": "cannot be established"
    },
    "headline": [
        "A station in Western Australia changes its Unleaded (ULP) price 4.98 times a week on average, and a price that has just changed then holds for 1 day before the next one.",
        "On an ordinary day 98.4% of the stations in Western Australia change their price; on the busiest day of the window, 99.7%.",
        "The busiest weekday is Wednesday, with 19.8% of all changes; the quietest is Sunday, with 5.0%.",
        "An increase moves the price by 0.029 AUD/L on average, a cut by 0.019 AUD/L. Over the window there were 24 850 changes upward and 21 038 downward.",
        "Half of all the price changes of the last 67 days happened on just 25 of them.",
        "When Reddy Express moves, 100% of its own stations move on the same day — the price of a station in this network is not set at the station.",
        "Reddy Express reaches the centre of a market-wide move first in 3 of the 7 waves we measured; the rest follow at a median of 0.1 days.",
        "Across the window the market median went from 1.021 AUD/L to 1.413 AUD/L."
    ],
    "fuels": {
        "petrol": {
            "label": "Unleaded (ULP)",
            "code": "sp95",
            "stations": 949,
            "days_covered": 67,
            "changes": 45888,
            "changes_per_station_per_week": 4.978,
            "median_days_between_changes": 1,
            "by_weekday": [
                {
                    "up": 926,
                    "down": 1439,
                    "up_sum": 26.291,
                    "down_sum": 24.345
                },
                {
                    "up": 3988,
                    "down": 4873,
                    "up_sum": 47.997,
                    "down_sum": 85.519
                },
                {
                    "up": 7104,
                    "down": 1987,
                    "up_sum": 474.99,
                    "down_sum": 11.36
                },
                {
                    "up": 3590,
                    "down": 4480,
                    "up_sum": 54.099,
                    "down_sum": 100.959
                },
                {
                    "up": 3170,
                    "down": 5022,
                    "up_sum": 42.72,
                    "down_sum": 89.072
                },
                {
                    "up": 4582,
                    "down": 2411,
                    "up_sum": 42.056,
                    "down_sum": 59.873
                },
                {
                    "up": 1490,
                    "down": 826,
                    "up_sum": 25.84,
                    "down_sum": 17.744
                }
            ],
            "size": {
                "up": {
                    "n": 24850,
                    "mean": 0.0287,
                    "median": 0.009,
                    "p90": 0.105
                },
                "down": {
                    "n": 21038,
                    "mean": 0.0185,
                    "median": 0.012,
                    "p90": 0.042
                }
            },
            "concentration": {
                "days_for_half": 25,
                "days_total": 67,
                "share": 0.3731
            },
            "macro": {
                "up_days": 20,
                "down_days": 37,
                "mean_up": 0.0452,
                "mean_down": 0.01384,
                "run_up_mean": 1.33,
                "run_down_mean": 1.95,
                "first_median": 1.021,
                "last_median": 1.413
            },
            "networks": [
                {
                    "brand": "Reddy Express",
                    "key": "REDDY EXPRESS",
                    "stations": 83,
                    "changes": 4353,
                    "active_days": 57,
                    "sync_median": 1,
                    "per_week": 5.399,
                    "up_share": 0.6772,
                    "lag_median": 0.003,
                    "first": 3,
                    "waves": 7,
                    "lead_lag": 0,
                    "lead_corr": 0.663
                },
                {
                    "brand": "Caltex",
                    "key": "CALTEX",
                    "stations": 89,
                    "changes": 4667,
                    "active_days": 66,
                    "sync_median": 0.989,
                    "per_week": 5.398,
                    "up_share": 0.4483,
                    "lag_median": 0.027,
                    "first": 2,
                    "waves": 7,
                    "lead_lag": 0,
                    "lead_corr": 0.974
                },
                {
                    "brand": "Vibe",
                    "key": "VIBE",
                    "stations": 50,
                    "changes": 2683,
                    "active_days": 66,
                    "sync_median": 0.97,
                    "per_week": 5.524,
                    "up_share": 0.6072,
                    "lag_median": 0.054,
                    "first": 0,
                    "waves": 7,
                    "lead_lag": -2,
                    "lead_corr": 0.242
                },
                {
                    "brand": "BP",
                    "key": "BP",
                    "stations": 195,
                    "changes": 8965,
                    "active_days": 65,
                    "sync_median": 0.974,
                    "per_week": 4.733,
                    "up_share": 0.5096,
                    "lag_median": 0.059,
                    "first": 1,
                    "waves": 7,
                    "lead_lag": 0,
                    "lead_corr": 0.97
                },
                {
                    "brand": "EG Ampol",
                    "key": "EG AMPOL",
                    "stations": 35,
                    "changes": 1831,
                    "active_days": 65,
                    "sync_median": 1,
                    "per_week": 5.385,
                    "up_share": 0.3932,
                    "lag_median": 0.064,
                    "first": 1,
                    "waves": 7,
                    "lead_lag": 0,
                    "lead_corr": 0.971
                },
                {
                    "brand": "Ampol",
                    "key": "AMPOL",
                    "stations": 132,
                    "changes": 6288,
                    "active_days": 66,
                    "sync_median": 0.977,
                    "per_week": 4.904,
                    "up_share": 0.473,
                    "lag_median": 0.067,
                    "first": 0,
                    "waves": 7,
                    "lead_lag": 0,
                    "lead_corr": 0.961
                },
                {
                    "brand": "7-Eleven",
                    "key": "7-ELEVEN",
                    "stations": 58,
                    "changes": 3076,
                    "active_days": 65,
                    "sync_median": 0.983,
                    "per_week": 5.459,
                    "up_share": 0.3865,
                    "lag_median": 0.075,
                    "first": 0,
                    "waves": 7,
                    "lead_lag": 0,
                    "lead_corr": 0.929
                },
                {
                    "brand": "Independent",
                    "key": "INDEPENDENT",
                    "stations": 73,
                    "changes": 3152,
                    "active_days": 63,
                    "sync_median": 0.945,
                    "per_week": 4.445,
                    "up_share": 0.618,
                    "lag_median": 0.105,
                    "first": 0,
                    "waves": 7,
                    "lead_lag": 3,
                    "lead_corr": 0.278
                },
                {
                    "brand": "Liberty",
                    "key": "LIBERTY",
                    "stations": 46,
                    "changes": 2061,
                    "active_days": 65,
                    "sync_median": 1,
                    "per_week": 4.612,
                    "up_share": 0.6439,
                    "lag_median": 0.13,
                    "first": 0,
                    "waves": 7,
                    "lead_lag": 1,
                    "lead_corr": 0.485
                },
                {
                    "brand": "Shell",
                    "key": "SHELL",
                    "stations": 42,
                    "changes": 1913,
                    "active_days": 62,
                    "sync_median": 0.976,
                    "per_week": 4.689,
                    "up_share": 0.6529,
                    "lag_median": 0.14,
                    "first": 0,
                    "waves": 7,
                    "lead_lag": 0,
                    "lead_corr": 0.534
                }
            ],
            "hour_of_day": null
        },
        "diesel": {
            "label": "Diesel",
            "code": "diesel",
            "stations": 693,
            "days_covered": 67,
            "changes": 32484,
            "changes_per_station_per_week": 4.825,
            "median_days_between_changes": 1,
            "by_weekday": [
                {
                    "up": 899,
                    "down": 229,
                    "up_sum": 28.117,
                    "down_sum": 3.475
                },
                {
                    "up": 4421,
                    "down": 1962,
                    "up_sum": 72.841,
                    "down_sum": 19.435
                },
                {
                    "up": 4331,
                    "down": 2240,
                    "up_sum": 73.643,
                    "down_sum": 14.741
                },
                {
                    "up": 3485,
                    "down": 2374,
                    "up_sum": 52.541,
                    "down_sum": 20.762
                },
                {
                    "up": 3194,
                    "down": 2639,
                    "up_sum": 57.434,
                    "down_sum": 14.159
                },
                {
                    "up": 4371,
                    "down": 615,
                    "up_sum": 53.768,
                    "down_sum": 6.991
                },
                {
                    "up": 1575,
                    "down": 149,
                    "up_sum": 31.591,
                    "down_sum": 2.323
                }
            ],
            "size": {
                "up": {
                    "n": 22276,
                    "mean": 0.0166,
                    "median": 0.008,
                    "p90": 0.039
                },
                "down": {
                    "n": 10208,
                    "mean": 0.008,
                    "median": 0.004,
                    "p90": 0.019
                }
            },
            "concentration": {
                "days_for_half": 25,
                "days_total": 67,
                "share": 0.3731
            },
            "macro": {
                "up_days": 47,
                "down_days": 10,
                "mean_up": 0.01057,
                "mean_down": 0.0034,
                "run_up_mean": 3.92,
                "run_down_mean": 1.43,
                "first_median": 1.167,
                "last_median": 1.63
            },
            "networks": [
                {
                    "brand": "Vibe",
                    "key": "VIBE",
                    "stations": 49,
                    "changes": 2643,
                    "active_days": 66,
                    "sync_median": 0.959,
                    "per_week": 5.553,
                    "up_share": 0.6425,
                    "lag_median": 0.0515,
                    "first": 1,
                    "waves": 4,
                    "lead_lag": 0,
                    "lead_corr": 0.632
                },
                {
                    "brand": "United",
                    "key": "UNITED",
                    "stations": 33,
                    "changes": 1672,
                    "active_days": 66,
                    "sync_median": 0.955,
                    "per_week": 5.216,
                    "up_share": 0.7111,
                    "lag_median": 0.092,
                    "first": 0,
                    "waves": 4,
                    "lead_lag": 0,
                    "lead_corr": 0.68
                },
                {
                    "brand": "Reddy Express",
                    "key": "REDDY EXPRESS",
                    "stations": 83,
                    "changes": 4337,
                    "active_days": 57,
                    "sync_median": 0.976,
                    "per_week": 5.379,
                    "up_share": 0.784,
                    "lag_median": 0.135,
                    "first": 2,
                    "waves": 4,
                    "lead_lag": 0,
                    "lead_corr": 0.835
                },
                {
                    "brand": "BP",
                    "key": "BP",
                    "stations": 141,
                    "changes": 6337,
                    "active_days": 65,
                    "sync_median": 0.972,
                    "per_week": 4.627,
                    "up_share": 0.6962,
                    "lag_median": 0.138,
                    "first": 0,
                    "waves": 4,
                    "lead_lag": 0,
                    "lead_corr": 0.84
                },
                {
                    "brand": "Ampol",
                    "key": "AMPOL",
                    "stations": 86,
                    "changes": 3910,
                    "active_days": 64,
                    "sync_median": 0.977,
                    "per_week": 4.68,
                    "up_share": 0.6662,
                    "lag_median": 0.14,
                    "first": 1,
                    "waves": 4,
                    "lead_lag": 0,
                    "lead_corr": 0.829
                },
                {
                    "brand": "Liberty",
                    "key": "LIBERTY",
                    "stations": 46,
                    "changes": 2127,
                    "active_days": 65,
                    "sync_median": 1,
                    "per_week": 4.76,
                    "up_share": 0.6775,
                    "lag_median": 0.1635,
                    "first": 0,
                    "waves": 4,
                    "lead_lag": 0,
                    "lead_corr": 0.762
                },
                {
                    "brand": "Independent",
                    "key": "INDEPENDENT",
                    "stations": 77,
                    "changes": 3381,
                    "active_days": 63,
                    "sync_median": 0.948,
                    "per_week": 4.52,
                    "up_share": 0.6244,
                    "lag_median": 0.16449999999999998,
                    "first": 0,
                    "waves": 4,
                    "lead_lag": 0,
                    "lead_corr": 0.55
                },
                {
                    "brand": "Shell",
                    "key": "SHELL",
                    "stations": 40,
                    "changes": 1803,
                    "active_days": 64,
                    "sync_median": 0.95,
                    "per_week": 4.64,
                    "up_share": 0.7083,
                    "lag_median": 0.182,
                    "first": 0,
                    "waves": 4,
                    "lead_lag": 0,
                    "lead_corr": 0.866
                }
            ],
            "hour_of_day": null
        }
    }
}