{
  "title": "ZION — Zions Bancorporation, National Association Swing Snapshot",
  "generated": "2026-08-24 08:11 UTC",
  "description": "Swing-trading snapshot for ZION (Zions Bancorporation, National Association): price, technicals (incl. ATR, SMA-20, MACD, Bollinger), price levels (pivots/PDH-PDL/VWAP/ORB + volume profile POC/VAH/VAL + recent daily bars), short & liquidity, options/whale flow, a compact analyst read, next earnings and recent news. Trimmed to swing-relevant fields.",
  "company": {
    "companyName": "Zions Bancorporation, National Association",
    "sector": "Financial Services",
    "industry": "Banks - Regional",
    "marketCap": 9944283460,
    "beta": 0.781,
    "exchange": "NASDAQ",
    "averageVolume": 1589437,
    "isEtf": false,
    "isActivelyTrading": true,
    "isAdr": false
  },
  "volume": {
    "volume": 1398077,
    "avgVolume": 1589437,
    "short_ratio": [
      {
        "symbol": "ZION",
        "file_date": "2026-08-21",
        "date": "20260821",
        "short_volume": 158883,
        "short_exempt_volume": 315,
        "total_volume": 276246,
        "short_volume_ratio": 0.5752,
        "signal": "Bearish"
      }
    ],
    "volume_profile": {
      "poc": 69.57,
      "vah": 71.41,
      "val": 67.64,
      "profile": [
        {
          "price": 67.52,
          "volume": 28514
        },
        {
          "price": 67.6,
          "volume": 26492
        },
        {
          "price": 67.69,
          "volume": 86164
        },
        {
          "price": 67.77,
          "volume": 73722
        },
        {
          "price": 67.86,
          "volume": 108194
        },
        {
          "price": 67.94,
          "volume": 271691
        },
        {
          "price": 68.03,
          "volume": 207375
        },
        {
          "price": 68.12,
          "volume": 269498
        },
        {
          "price": 68.2,
          "volume": 223063
        },
        {
          "price": 68.29,
          "volume": 546381
        },
        {
          "price": 68.37,
          "volume": 186065
        },
        {
          "price": 68.46,
          "volume": 399749
        },
        {
          "price": 68.54,
          "volume": 629747
        },
        {
          "price": 68.63,
          "volume": 411609
        },
        {
          "price": 68.72,
          "volume": 615607
        },
        {
          "price": 68.8,
          "volume": 95944
        },
        {
          "price": 68.89,
          "volume": 185102
        },
        {
          "price": 68.97,
          "volume": 425426
        },
        {
          "price": 69.06,
          "volume": 189418
        },
        {
          "price": 69.14,
          "volume": 226524
        },
        {
          "price": 69.23,
          "volume": 283231
        },
        {
          "price": 69.32,
          "volume": 515582
        },
        {
          "price": 69.4,
          "volume": 674930
        },
        {
          "price": 69.49,
          "volume": 897094
        },
        {
          "price": 69.57,
          "volume": 926360
        },
        {
          "price": 69.66,
          "volume": 473105
        },
        {
          "price": 69.74,
          "volume": 448682
        },
        {
          "price": 69.83,
          "volume": 71278
        },
        {
          "price": 69.91,
          "volume": 94437
        },
        {
          "price": 70.0,
          "volume": 39535
        },
        {
          "price": 70.09,
          "volume": 29617
        },
        {
          "price": 70.17,
          "volume": 45784
        },
        {
          "price": 70.26,
          "volume": 181399
        },
        {
          "price": 70.34,
          "volume": 270723
        },
        {
          "price": 70.43,
          "volume": 385078
        },
        {
          "price": 70.51,
          "volume": 498542
        },
        {
          "price": 70.6,
          "volume": 613343
        },
        {
          "price": 70.69,
          "volume": 291726
        },
        {
          "price": 70.77,
          "volume": 320825
        },
        {
          "price": 70.86,
          "volume": 746545
        },
        {
          "price": 70.94,
          "volume": 361572
        },
        {
          "price": 71.03,
          "volume": 421851
        },
        {
          "price": 71.11,
          "volume": 307730
        },
        {
          "price": 71.2,
          "volume": 225521
        },
        {
          "price": 71.29,
          "volume": 306081
        },
        {
          "price": 71.37,
          "volume": 325367
        },
        {
          "price": 71.46,
          "volume": 448026
        },
        {
          "price": 71.54,
          "volume": 586605
        },
        {
          "price": 71.63,
          "volume": 895796
        },
        {
          "price": 71.71,
          "volume": 797400
        },
        {
          "price": 71.8,
          "volume": 743046
        },
        {
          "price": 71.89,
          "volume": 484634
        },
        {
          "price": 71.97,
          "volume": 272836
        },
        {
          "price": 72.06,
          "volume": 411119
        },
        {
          "price": 72.14,
          "volume": 447154
        },
        {
          "price": 72.23,
          "volume": 529739
        },
        {
          "price": 72.31,
          "volume": 130587
        },
        {
          "price": 72.4,
          "volume": 149836
        },
        {
          "price": 72.48,
          "volume": 177615
        },
        {
          "price": 72.57,
          "volume": 98410
        }
      ],
      "sessions": 20
    }
  },
  "technical": {
    "price": 68.14,
    "rsi": 40.74189336404811,
    "sma20": 70.2755,
    "sma50": 69.67279999999987,
    "sma200": 61.55525000000003,
    "adx": 21.72051499286248,
    "atr": 1.35,
    "atr_pct": 1.98,
    "atr_expansion_pct": -15.2,
    "di_plus": 18.7,
    "di_minus": 30.7,
    "high_52w": 73.31,
    "low_52w": 46.93,
    "structure": {
      "ema8": 69.59657920296307,
      "ema21": 70.0792344429568,
      "ema50": 68.89844703932327,
      "ema200": 62.75408095245049,
      "ema10": 69.79844136821852,
      "ema20": 70.08609612469355,
      "ema10_slope_pct": -1.96,
      "ema20_slope_pct": -0.84,
      "trend_dir": "down",
      "checks": {
        "price_above_all": false,
        "ema_stacked": false,
        "ema21_rising": false,
        "ema50_rising": true,
        "adx_over_30": false,
        "higher_highs_lows": false,
        "lower_highs_lows": true,
        "near_21ema": false
      },
      "dist_21ema_pct": -2.8,
      "_no_bars": false,
      "macd": {
        "macd": -0.064,
        "signal": 0.391,
        "histogram": -0.455
      },
      "bollinger": {
        "mid": 70.28,
        "upper": 72.97,
        "lower": 67.58,
        "width_pct": 7.67
      },
      "crossover": {
        "fresh_cross": null,
        "pre_compressed": null,
        "held_above_21": null,
        "candles_since": null,
        "intraday_support": false
      },
      "momentum": {
        "roc10": -3.1,
        "ret_3d": -3.93,
        "ret_5d": -5.62,
        "roc10_accel": -6.69,
        "checks": {
          "roc_over_5": false,
          "rsi_in_band": false,
          "macd_expanding": false,
          "top_quartile_3d": false,
          "no_big_down": true,
          "near_high": false
        },
        "volume": {
          "rvol": 1.01,
          "checks": {
            "rvol_over_2": false,
            "up_vol_beats_down": false,
            "obv_new_high": false,
            "surge_day": false,
            "pullback_declining_vol": false,
            "last_up_beats_down": false
          }
        }
      },
      "relative_strength": {
        "sector": "Financial Services",
        "sector_etf": "XLF",
        "sector_etf_ret10d": -0.21,
        "checks": {
          "beats_spy_all": false,
          "beats_sector_10d": false,
          "rs_line_at_high": false,
          "sector_top3": false
        }
      },
      "commodity": {},
      "universe": {
        "checks": {
          "price_over_20": true,
          "avg_vol_over_2m": false,
          "mcap_over_1b": true,
          "no_earnings_7d": true,
          "not_lev_etf_spac": true,
          "bidask_spread": null,
          "dollar_vol_over_10m": true
        },
        "avg_dollar_vol": 108304237.18,
        "avg_vol": 1589437
      },
      "options": {
        "checks": {
          "call_vol_2x": false,
          "ivr_under_40": true,
          "iv_contracting": false,
          "oi_calls_above_price": false
        },
        "vals": {
          "call_vol_mult": 0.7,
          "iv_rank": 6.0
        }
      }
    }
  },
  "levels": {
    "prior_day": {
      "high": 68.69,
      "low": 67.36,
      "close": 68.14,
      "date": "2026-08-21"
    },
    "woodie_pivots": {
      "PP": 68.08,
      "R1": 68.81,
      "S1": 67.48,
      "R2": 69.41,
      "S2": 66.75
    },
    "swing": {
      "high_20d": 72.69,
      "low_20d": 67.36,
      "high_60d": 73.34,
      "low_60d": 60.6
    },
    "orb": {
      "high": 68.69,
      "low": 68.12,
      "date": "2026-08-21"
    },
    "vwap": 67.99,
    "volume_profile": {
      "poc": 69.57,
      "vah": 71.41,
      "val": 67.64,
      "sessions": 20
    },
    "premarket": {
      "date": "2026-08-17",
      "high": 72.19,
      "low": 71.88,
      "last": 71.88,
      "volume": 1562,
      "gap_pct": -0.44,
      "path": "09:15 72.19 -> 09:20 71.88",
      "bars": 2,
      "last_bar_et": "09:20"
    },
    "recent_daily": [
      {
        "d": "2026-07-20",
        "o": 72.4,
        "h": 72.515,
        "l": 71.2603,
        "c": 71.89,
        "v": 2714969.97187
      },
      {
        "d": "2026-07-21",
        "o": 68.02,
        "h": 69.85,
        "l": 67.7506,
        "c": 69.05,
        "v": 4075788.482763
      },
      {
        "d": "2026-07-22",
        "o": 69.05,
        "h": 70.23,
        "l": 68.37,
        "c": 70.07,
        "v": 1741992.745771
      },
      {
        "d": "2026-07-23",
        "o": 68.81,
        "h": 69.2,
        "l": 68.33,
        "c": 69.16,
        "v": 1869598.694055
      },
      {
        "d": "2026-07-24",
        "o": 69.37,
        "h": 69.6,
        "l": 68.66,
        "c": 69.29,
        "v": 1253478.001857
      },
      {
        "d": "2026-07-27",
        "o": 69.7,
        "h": 70.19,
        "l": 68.49,
        "c": 68.52,
        "v": 1617216.067603
      },
      {
        "d": "2026-07-28",
        "o": 68.83,
        "h": 69.685,
        "l": 68.585,
        "c": 69.52,
        "v": 1443073.553774
      },
      {
        "d": "2026-07-29",
        "o": 69.08,
        "h": 69.86,
        "l": 68.63,
        "c": 68.92,
        "v": 1670892.156845
      },
      {
        "d": "2026-07-30",
        "o": 69.6,
        "h": 69.85,
        "l": 68.82,
        "c": 69.46,
        "v": 1267474.227836
      },
      {
        "d": "2026-07-31",
        "o": 68.76,
        "h": 70.19,
        "l": 68.76,
        "c": 69.7,
        "v": 1195417.505077
      },
      {
        "d": "2026-08-03",
        "o": 69.97,
        "h": 70.9926,
        "l": 69.94,
        "c": 70.84,
        "v": 2231239.71074
      },
      {
        "d": "2026-08-04",
        "o": 70.63,
        "h": 72.69,
        "l": 70.6075,
        "c": 71.77,
        "v": 1975367.989973
      },
      {
        "d": "2026-08-05",
        "o": 72.14,
        "h": 72.4,
        "l": 71.46,
        "c": 71.7,
        "v": 1459902.908828
      },
      {
        "d": "2026-08-06",
        "o": 72.16,
        "h": 72.32,
        "l": 70.505,
        "c": 70.58,
        "v": 1052501.869025
      },
      {
        "d": "2026-08-07",
        "o": 70.43,
        "h": 70.74,
        "l": 69.7303,
        "c": 70.32,
        "v": 720501.769474
      },
      {
        "d": "2026-08-10",
        "o": 70.05,
        "h": 70.75,
        "l": 69.745,
        "c": 70.62,
        "v": 961766.152292
      },
      {
        "d": "2026-08-11",
        "o": 70.62,
        "h": 71.21,
        "l": 70.4,
        "c": 71,
        "v": 840183.925775
      },
      {
        "d": "2026-08-12",
        "o": 71.28,
        "h": 71.96,
        "l": 71.0698,
        "c": 71.92,
        "v": 1288675.626823
      },
      {
        "d": "2026-08-13",
        "o": 71.99,
        "h": 72.3,
        "l": 71.22,
        "c": 71.61,
        "v": 1395663.031527
      },
      {
        "d": "2026-08-14",
        "o": 71.61,
        "h": 72.54,
        "l": 71.3798,
        "c": 72.2,
        "v": 926836.963066
      },
      {
        "d": "2026-08-17",
        "o": 72.2,
        "h": 72.59,
        "l": 71.46,
        "c": 71.58,
        "v": 1256332.051688
      },
      {
        "d": "2026-08-18",
        "o": 71.94,
        "h": 72.3,
        "l": 70.89,
        "c": 70.93,
        "v": 1206151.137198
      },
      {
        "d": "2026-08-19",
        "o": 70.92,
        "h": 71.045,
        "l": 68.16,
        "c": 68.29,
        "v": 2293414.471936
      },
      {
        "d": "2026-08-20",
        "o": 67.97,
        "h": 68.75,
        "l": 67.545,
        "c": 67.89,
        "v": 1398333.998888
      },
      {
        "d": "2026-08-21",
        "o": 68.44,
        "h": 68.69,
        "l": 67.36,
        "c": 68.14,
        "v": 1398077.68587
      }
    ]
  },
  "patterns": {
    "days": 40,
    "patterns": [
      {
        "name": "VWAP Touch",
        "count": 40,
        "pct": 100
      },
      {
        "name": "9 EMA Touch",
        "count": 40,
        "pct": 100
      },
      {
        "name": "21 EMA Touch",
        "count": 40,
        "pct": 100
      },
      {
        "name": "ORB Breakout",
        "count": 38,
        "pct": 95
      },
      {
        "name": "Woodie Pivot Touch",
        "count": 36,
        "pct": 90
      },
      {
        "name": "PDH/PDL Touch",
        "count": 34,
        "pct": 85
      },
      {
        "name": "Open Retracement",
        "count": 29,
        "pct": 72
      },
      {
        "name": "Gap Fill",
        "count": 23,
        "pct": 57
      },
      {
        "name": "Darvas Box",
        "count": 23,
        "pct": 57
      },
      {
        "name": "High Vol Open",
        "count": 7,
        "pct": 18
      },
      {
        "name": "Power Hour",
        "count": 4,
        "pct": 10
      }
    ]
  },
  "price": {
    "symbol": "ZION",
    "name": "Zions Bancorporation, National Association",
    "price": 68.14,
    "changePercentage": 0.36824,
    "change": 0.25,
    "volume": 1398077,
    "dayLow": 67.36,
    "dayHigh": 68.84,
    "yearHigh": 73.34,
    "yearLow": 46.19,
    "priceAvg50": 69.6728,
    "priceAvg200": 61.5553,
    "exchange": "NASDAQ",
    "open": 68.55,
    "previousClose": 67.89,
    "chart_vwap_daily": [
      {
        "t": "2026-07-13",
        "v": 70.2818,
        "c": 70.36
      },
      {
        "t": "2026-07-14",
        "v": 70.4297,
        "c": 70.42
      },
      {
        "t": "2026-07-15",
        "v": 71.5779,
        "c": 71.55
      },
      {
        "t": "2026-07-16",
        "v": 73.0471,
        "c": 73.31
      },
      {
        "t": "2026-07-17",
        "v": 72.2758,
        "c": 72.27
      },
      {
        "t": "2026-07-20",
        "v": 71.7313,
        "c": 71.89
      },
      {
        "t": "2026-07-21",
        "v": 68.7678,
        "c": 69.05
      },
      {
        "t": "2026-07-22",
        "v": 69.8257,
        "c": 70.07
      },
      {
        "t": "2026-07-23",
        "v": 68.8804,
        "c": 69.16
      },
      {
        "t": "2026-07-24",
        "v": 69.2713,
        "c": 69.29
      },
      {
        "t": "2026-07-27",
        "v": 68.9482,
        "c": 68.52
      },
      {
        "t": "2026-07-28",
        "v": 69.4452,
        "c": 69.52
      },
      {
        "t": "2026-07-29",
        "v": 69.2655,
        "c": 68.92
      },
      {
        "t": "2026-07-30",
        "v": 69.4057,
        "c": 69.46
      },
      {
        "t": "2026-07-31",
        "v": 69.6412,
        "c": 69.7
      },
      {
        "t": "2026-08-03",
        "v": 70.7513,
        "c": 70.84
      },
      {
        "t": "2026-08-04",
        "v": 71.9217,
        "c": 71.77
      },
      {
        "t": "2026-08-05",
        "v": 71.743,
        "c": 71.7
      },
      {
        "t": "2026-08-06",
        "v": 70.8856,
        "c": 70.58
      },
      {
        "t": "2026-08-07",
        "v": 70.4738,
        "c": 70.32
      },
      {
        "t": "2026-08-10",
        "v": 70.4636,
        "c": 70.62
      },
      {
        "t": "2026-08-11",
        "v": 70.9523,
        "c": 71
      },
      {
        "t": "2026-08-12",
        "v": 71.6707,
        "c": 71.92
      },
      {
        "t": "2026-08-13",
        "v": 71.549,
        "c": 71.61
      },
      {
        "t": "2026-08-14",
        "v": 72.2175,
        "c": 72.2
      },
      {
        "t": "2026-08-17",
        "v": 71.7968,
        "c": 71.58
      },
      {
        "t": "2026-08-18",
        "v": 71.1655,
        "c": 70.93
      },
      {
        "t": "2026-08-19",
        "v": 68.7138,
        "c": 68.29
      },
      {
        "t": "2026-08-20",
        "v": 68.1921,
        "c": 67.89
      },
      {
        "t": "2026-08-21",
        "v": 68.0578,
        "c": 68.14
      }
    ],
    "vwap_summary": {
      "days": 30,
      "days_above": 16,
      "days_below": 14,
      "pct_days_above": 53,
      "position": "above",
      "gap_pct": 0.12,
      "streak_days": 1
    }
  },
  "fundamentals": {
    "priceToEarningsRatioTTM": 8.658195679796696,
    "priceToSalesRatioTTM": 1.9249484049554781,
    "priceToBookRatioTTM": 1.2962390808488478,
    "dividendYieldTTM": 0.02685647,
    "netDebtToEBITDATTM": 0.596917330664956,
    "currentRatioTTM": 0.2755598956660285,
    "debtToEquityRatioTTM": 0.41335763572451506
  },
  "analyst": {
    "price_target": {
      "symbol": "ZION",
      "targetHigh": 84,
      "targetLow": 72,
      "targetConsensus": 76.6,
      "targetMedian": 75.5
    },
    "ratings": {
      "rating": "B+",
      "overallScore": 3
    }
  },
  "news": [
    {
      "title": "Empowered Funds LLC Sells 315,070 Shares of Zions Bancorporation, N.A. $ZION",
      "source": "Defense World",
      "date": "2026-08-20 03:36:59"
    },
    {
      "title": "Westlake Securities Secures Expanded Senior Credit Facility for SolvChem with Amegy Bank",
      "source": "PRNewsWire",
      "date": "2026-08-18 09:55:00"
    },
    {
      "title": "Zions Bancorporation, N.A. $ZION Shares Purchased by Bank of America Corp DE",
      "source": "Defense World",
      "date": "2026-08-16 03:54:57"
    },
    {
      "title": "Dividend Champion, Contender, And Challenger Highlights: Week August 16",
      "source": "Seeking Alpha",
      "date": "2026-08-14 18:01:17"
    },
    {
      "title": "Here's Why Zions (ZION) is a Strong Value Stock",
      "source": "Zacks Investment Research",
      "date": "2026-08-14 10:41:07"
    },
    {
      "title": "Empowered Funds LLC Cuts Stock Holdings in Zions Bancorporation, N.A. $ZION",
      "source": "Defense World",
      "date": "2026-08-14 03:37:51"
    },
    {
      "title": "Zions Bancorporation, N.A. $ZION Shares Purchased by California State Teachers Retirement System",
      "source": "Defense World",
      "date": "2026-08-04 03:43:46"
    },
    {
      "title": "Is Zions Well-Positioned to Sustain Enhanced Capital Returns?",
      "source": "Zacks Investment Research",
      "date": "2026-08-03 14:11:05"
    },
    {
      "title": "ZIONS BANCORPORATION COMPLETES ACQUISITION OF FANNIE MAE AND FREDDIE MAC MULTIFAMILY BUSINESS LINE FROM BASIS INVESTMENT GROUP",
      "source": "PRNewsWire",
      "date": "2026-08-03 09:00:00"
    },
    {
      "title": "ZIONS BANCORPORATION ANNOUNCES PRICING OF SENIOR NOTES",
      "source": "PRNewsWire",
      "date": "2026-07-28 18:07:00"
    }
  ],
  "calendar": [
    {
      "symbol": "ZION",
      "date": "2026-10-19",
      "epsEstimated": 1.62,
      "revenueEstimated": 890544800
    },
    {
      "symbol": "ZION",
      "date": "2026-07-20",
      "epsEstimated": 1.57,
      "revenueEstimated": 875922300
    }
  ],
  "liquidity": {
    "borrow": []
  },
  "whale_insider": {
    "options_flow": [
      {
        "option_type": "call",
        "strike": "42.5",
        "expiry": "2028-12-15",
        "size": 49,
        "premium": "138670.00",
        "volume": 51,
        "open_interest": 20,
        "implied_volatility": "0.2931868568638402",
        "delta": "0.931265873721575"
      },
      {
        "option_type": "call",
        "strike": "42.5",
        "expiry": "2028-12-15",
        "size": 15,
        "premium": "42450.00",
        "volume": 66,
        "open_interest": 20,
        "implied_volatility": "0.2931868568638402",
        "delta": "0.931265873721575"
      },
      {
        "option_type": "call",
        "strike": "52.5",
        "expiry": "2028-12-15",
        "size": 14,
        "premium": "29820.00",
        "volume": 23,
        "open_interest": 1,
        "implied_volatility": "0.2209082658283087",
        "delta": "0.88536478639419"
      }
    ],
    "net_premium": {
      "ticker": "ZION",
      "net_call_premium": "-268258.00",
      "net_put_premium": "6398.00",
      "call_premium": "290887.00",
      "put_premium": "27088.00",
      "bullish_premium": "21322.00",
      "bearish_premium": "295978.00",
      "put_call_ratio": "0.69406392694063926941",
      "iv_rank": "6.4397",
      "implied_move_perc": "0.049000",
      "gex_ratio": "1.15720939934192479614",
      "gex_net_change": "23314.4678",
      "gex_call": "42906.2208",
      "gex_put": "-49651.4820",
      "gex_net": -6745.2612,
      "gex_call_delta": "585843.2100",
      "gex_put_delta": "-326119.7574",
      "gex_date": "2026-08-21"
    },
    "hot_chains": [
      {
        "strike": "65",
        "expires": "2026-11-20",
        "option_type": "put",
        "volume": 86,
        "open_interest": 183,
        "implied_volatility": "0.3055316432863346",
        "last_price": "2.55",
        "total_premium": "21930.00",
        "delta": -0.344988335775897
      },
      {
        "strike": "42.5",
        "expires": "2028-12-15",
        "option_type": "call",
        "volume": 66,
        "open_interest": 20,
        "implied_volatility": "0.2931868568638402",
        "last_price": "28.30",
        "total_premium": "186781.00",
        "delta": 0.869384870756726
      },
      {
        "strike": "72.5",
        "expires": "2026-11-20",
        "option_type": "call",
        "volume": 32,
        "open_interest": 300,
        "implied_volatility": "0.2602203207912815",
        "last_price": "1.95",
        "total_premium": "6461.00",
        "delta": 0.347351566125774
      }
    ],
    "gamma_profile": {
      "spot": 68.14,
      "flip_point": null,
      "net_gex": -6745.26,
      "call_walls": [
        {
          "strike": 70.0,
          "gex": 11641.88
        },
        {
          "strike": 75.0,
          "gex": 11474.74
        },
        {
          "strike": 60.0,
          "gex": 5367.62
        }
      ],
      "put_walls": [
        {
          "strike": 67.5,
          "gex": -19036.9
        },
        {
          "strike": 70.0,
          "gex": -7712.9
        },
        {
          "strike": 65.0,
          "gex": -5030.8
        }
      ]
    },
    "ats": {
      "symbol": "ZION",
      "date": "20260821",
      "ats_volume": 0,
      "total_volume": 276246,
      "ats_ratio": 0.0,
      "ats_pct": 0.0,
      "signal": "Low"
    },
    "polygon_dp": {
      "ticker": "ZION",
      "signal": "Accumulation",
      "avg_vwap_discount_pct": 0.31
    },
    "oi_changes": {
      "net_call_oi_change": 0,
      "net_put_oi_change": 0,
      "top": [
        {
          "strike": "52.5",
          "oi_change": 0,
          "type": "put"
        },
        {
          "strike": "75",
          "oi_change": 0,
          "type": "call"
        },
        {
          "strike": "60",
          "oi_change": 0,
          "type": "call"
        },
        {
          "strike": "47.5",
          "oi_change": 0,
          "type": "put"
        },
        {
          "strike": "60",
          "oi_change": 0,
          "type": "put"
        }
      ]
    }
  }
}