{
  "report": {
    "brand_name": "SNP",
    "updated": "2025-01-27T23:59:36.307445+00:00",
    "analysis_window": {
      "start": "2025-01-26T23:59:36.307445+00:00",
      "end": "2025-01-27T23:59:36.307445+00:00"
    },
    "raw_context": {
      "total_posts": 47,
      "language_distribution": [
        {
          "language": "en",
          "count": 42
        },
        {
          "language": "es",
          "count": 4
        },
        {
          "language": "unknown",
          "count": 1
        }
      ]
    },
    "mentions_over_time": [
      {
        "timestamp": "2025-01-26T02:00:00+00:00",
        "mentions": 1,
        "top_terms": [
          "favour",
          "rejoining.",
          "members"
        ]
      },
      {
        "timestamp": "2025-01-26T04:00:00+00:00",
        "mentions": 2,
        "top_terms": [
          "labour",
          "snp",
          "westminster"
        ]
      },
      {
        "timestamp": "2025-01-26T07:00:00+00:00",
        "mentions": 4,
        "top_terms": [
          "labour",
          "vote",
          "reform"
        ]
      },
      {
        "timestamp": "2025-01-26T09:00:00+00:00",
        "mentions": 7,
        "top_terms": [
          "labour",
          "paper",
          "snp"
        ]
      },
      {
        "timestamp": "2025-01-26T10:00:00+00:00",
        "mentions": 4,
        "top_terms": [
          "snp",
          "labour",
          "don't"
        ]
      },
      {
        "timestamp": "2025-01-26T11:00:00+00:00",
        "mentions": 1,
        "top_terms": [
          "further",
          "left",
          "graph,"
        ]
      },
      {
        "timestamp": "2025-01-26T12:00:00+00:00",
        "mentions": 2,
        "top_terms": [
          "mps",
          "big",
          "problem"
        ]
      },
      {
        "timestamp": "2025-01-26T13:00:00+00:00",
        "mentions": 5,
        "top_terms": [
          "labour",
          "conservatives",
          "snp"
        ]
      },
      {
        "timestamp": "2025-01-26T14:00:00+00:00",
        "mentions": 2,
        "top_terms": [
          "labour",
          "co-convenors,",
          "janis"
        ]
      },
      {
        "timestamp": "2025-01-26T15:00:00+00:00",
        "mentions": 3,
        "top_terms": [
          "snp",
          "labour",
          "parties"
        ]
      },
      {
        "timestamp": "2025-01-26T16:00:00+00:00",
        "mentions": 2,
        "top_terms": [
          "labour",
          "opinium",
          "poll"
        ]
      },
      {
        "timestamp": "2025-01-26T17:00:00+00:00",
        "mentions": 1,
        "top_terms": [
          "tories,",
          "red",
          "blue"
        ]
      },
      {
        "timestamp": "2025-01-26T18:00:00+00:00",
        "mentions": 4,
        "top_terms": [
          "snp",
          "labour",
          "much"
        ]
      },
      {
        "timestamp": "2025-01-26T19:00:00+00:00",
        "mentions": 3,
        "top_terms": [
          "coalition",
          "may",
          "become"
        ]
      },
      {
        "timestamp": "2025-01-26T20:00:00+00:00",
        "mentions": 1,
        "top_terms": [
          "really,",
          "debate",
          "last"
        ]
      },
      {
        "timestamp": "2025-01-26T21:00:00+00:00",
        "mentions": 4,
        "top_terms": [
          "snp",
          "labour",
          "left"
        ]
      },
      {
        "timestamp": "2025-01-26T23:00:00+00:00",
        "mentions": 1,
        "top_terms": [
          "run",
          "talking",
          "scottish"
        ]
      }
    ],
    "key_metrics": {
      "total_mentions": 47,
      "top_associated_topic": {
        "term": "labour",
        "category": "political_relationship",
        "count": 28
      }
    },
    "trending_links": [
      {
        "url": "http://electionmaps.uk/polling",
        "share_count": 3,
        "sample_context": "Reform UK have overtaken the Conservatives for 2nd place in the Polling Average for the first time:\n\nLAB: 25.9% (-8.7)\nRFM: 24.0% (+9.3)\nCON: 23.5% (-0.9)\nLDM: 12.5% (-0.1)\nGRN: 8.3% (+1.4)\nSNP: 2.7% (+0.1)\n\nChanges w/ GE2024.\nelectionmaps.uk/polling",
        "first_shared": "2025-01-26 13:29:21.000",
        "last_shared": "2025-01-26 13:29:38.000",
        "title": "Polling \u2014 Election Maps UK",
        "description": ""
      },
      {
        "url": "https://youtu.be/PEwP1aj0yvk?si=HQLqegPbGjGYoluB",
        "share_count": 2,
        "sample_context": "#southportattack\n\nSouthport, lies, myths, and crazy conspiracy theories.\n\nAn IT special.\n\n#LabourParty\n#ConservativeParty\n\n#SNP\n#Labour\n#greenparty\n#LibDems\n#PlaidCymru\n\nyoutu.be/PEwP1aj0yvk?...",
        "first_shared": "2025-01-26 12:51:29.000",
        "last_shared": "2025-01-26 12:51:29.000",
        "title": "Southport, lies, myths and crazy conspiracy theories. an IT special",
        "description": "YouTube video by The Interesting Times"
      },
      {
        "url": "https://www.holyrood.com/inside-politics/view,fever-pitch-neil-gray-and-the-battle-over-scotlands-nhs",
        "share_count": 2,
        "sample_context": "The SNP, Labour and the battle over the health of the nation - insiders speak out www.holyrood.com/inside-polit...",
        "first_shared": "2025-01-26 10:18:51.000",
        "last_shared": "2025-01-26 10:18:51.000",
        "title": "Fever Pitch: Neil Gray and the battle over Scotland's NHS",
        "description": "Fever Pitch: Neil Gray and the battle over Scotland's NHS"
      },
      {
        "url": "https://thenational.scot",
        "share_count": 2,
        "sample_context": "#GetCounted #YesScots #Yes #SNP #Alba #ScottishGreens #LabourInScotland #LibDemsInScotland #ConservativesInScotland #TheNational\nToday\u2019s SUNDAY NATIONAL.\nGet the paper at your paper shop or subscribe online at:\nthenational.scot",
        "first_shared": "2025-01-26 09:33:32.000",
        "last_shared": "2025-01-26 09:34:02.000",
        "title": "Untitled Link",
        "description": "No description available"
      },
      {
        "url": "https://www.thenational.scot/news/24886299.snp-pan-rachel-reeves-plan-cut-sickness-benefits/?ref=li",
        "share_count": 2,
        "sample_context": "THE Labour Government has launched \u201ccynical attacks on the poor\u201d to cover for its failure to grow the UK economy, the SNP have said after Rachel Reeves announced plans to cut sickness benefits. www.thenational.scot/news/2488629...",
        "first_shared": "2025-01-26 18:22:28.000",
        "last_shared": "2025-01-26 18:22:28.000",
        "title": "'Cynical attack on poor': SNP pan Rachel Reeves over plan to cut sickness benefits",
        "description": "THE Labour Government has launched \u201ccynical attacks on the poor\u201d to cover for its failure to grow the UK economy, the SNP have said after Rachel\u2026"
      }
    ],
    "highlights": [
      {
        "type": "peak_activity",
        "text": "Highest activity observed at 09:00 with 7 mentions, primarily discussing Labour-SNP dynamics",
        "supporting_data": {
          "timestamp": "2025-01-26T09:00:00+00:00",
          "mention_count": 7,
          "key_terms": [
            "labour",
            "paper",
            "snp"
          ]
        }
      },
      {
        "type": "electoral_insight",
        "text": "SNP leads in Scotland with 36% vote share according to polling data",
        "supporting_data": {
          "snp_share": 36,
          "reform_share": 18,
          "labour_share": 11
        }
      }
    ],
    "key_entity_relationships": {
      "competitors": [
        "Labour",
        "Conservatives",
        "Reform UK"
      ],
      "partners": [
        "Scottish Greens",
        "Alba Party"
      ],
      "integrations": [
        "The National",
        "Holyrood"
      ],
      "competitor_benchmarks": {
        "time_window": {
          "start": "2025-01-26T23:59:36.307445+00:00",
          "end": "2025-01-27T23:59:36.307445+00:00"
        },
        "mention_counts": {}
      }
    },
    "geographic_dynamics": {
      "primary_region": "Scotland",
      "key_battlegrounds": [
        "Broxburn",
        "Uphall",
        "Winchburgh"
      ],
      "regional_trends": {
        "scotland_polling": "Leading with 36% vote share",
        "local_variations": "Strong in Holyrood, challenged in Westminster constituencies"
      }
    },
    "stakeholder_analysis": {
      "direct_competitors": [
        "Labour Party",
        "Conservative Party",
        "Reform UK"
      ],
      "content_providers": [
        "The National",
        "Holyrood Magazine",
        "Herald Scotland"
      ],
      "platform_partners": [
        "Scottish Parliament",
        "Local Councils"
      ]
    },
    "emerging_themes": {
      "coalition_dynamics": {
        "description": "Potential SNP-Labour coalition discussions emerging",
        "evidence": "Multiple mentions of possible coalition scenarios and relationship between parties"
      },
      "electoral_shifts": {
        "description": "Changing voter patterns in Scotland",
        "evidence": "Polling data showing SNP lead at 36% with Reform UK rising"
      }
    },
    "strategic_actions": {
      "strengthen_independence_narrative": "Counter Labour's defensive positioning strategy",
      "develop_coalition_strategy": "Prepare for potential hung parliament scenarios",
      "enhance_local_engagement": "Focus on maintaining strong regional support"
    },
    "sentiment_analysis": {
      "overall_sentiment": "Mixed-Neutral",
      "breakdown": {
        "positive": {
          "percentage": 35,
          "key_drivers": [
            "Strong Scottish polling",
            "Leadership in local governance"
          ]
        },
        "negative": {
          "percentage": 30,
          "key_drivers": [
            "Labour opposition",
            "Westminster challenges"
          ]
        },
        "neutral": {
          "percentage": 35,
          "key_drivers": [
            "Coalition discussions",
            "Electoral analysis"
          ]
        }
      }
    },
    "market_focus": {
      "primary": "Scottish independence advocacy",
      "secondary": "Progressive social democracy positioning"
    },
    "long_term_initiatives": [
      {
        "action": "Develop cross-party coalition framework",
        "rationale": "Prepare for potential hung parliament scenarios in future elections"
      },
      {
        "action": "Strengthen regional governance success stories",
        "rationale": "Build case for Scottish self-governance capability"
      }
    ],
    "representative_posts": [
      {
        "text": "SNP lead at 18pts\n\nWestminster voting intention - Scotland:\n\nSNP  36%\nReform 18%\nConservatives 14%\nLabour 11%\nGreens 9% \nLib Dems 9%\noth 2%\n\n(Find Out Now, 22 January; usual caveats apply to sub-samples)",
        "significance": "Demonstrates SNP's current electoral strength and competitive position",
        "theme": "Electoral Performance",
        "did": "did:plc:js6r2htodp5eb44pdpy6gsok",
        "rkey": "3lgmmepxqbs2k",
        "business_implications": "Strong polling position provides leverage for policy initiatives"
      },
      {
        "text": "Labour's attacks push the SNP into a defensive position, where their rebuttals highlight Scotland's achievements within the current system.\n\nThis, in turn, feeds the unionist argument that Scotland is already thriving within the UK and risks losing those gains if it chooses independence.\n\nIT'S A LIE",
        "significance": "Reveals key messaging challenges and opposition strategy",
        "theme": "Strategic Communication",
        "did": "did:plc:befttxap6tvg35deaclqxxay",
        "rkey": "3lgn6afzy7k2w",
        "business_implications": "Need to reframe achievements narrative to support independence case"
      },
      {
        "text": "ICYMI, my @heraldscotland.bsky.social article from Friday on how the unthinkable SNP/Labour coalition may become thinkable, and may even become normal.\n\nWith a nod to Germany \ud83c\udde9\ud83c\uddea and Ireland\ud83c\uddee\ud83c\uddea.\n\n\ud83d\udc9b\u2764",
        "significance": "Indicates potential strategic shift in coalition politics",
        "theme": "Coalition Building",
        "did": "did:plc:sf3h5m2qkx4w6w2iomnzjitb",
        "rkey": "3lgo7khk2rk2e",
        "business_implications": "Opportunity for new political alignments and influence"
      },
      {
        "text": "Broxburn, Uphall and Winchburgh by-election scheduled for the 13th of March. Labour beat the SNP here by about 9% after transfers in a 2022 by-election; but SNP won at the full 2022 vote by about 7%. Given Labour's recent poor results, feeling this is more of a tossup than initially thought.",
        "significance": "Shows local electoral dynamics and campaign opportunities",
        "theme": "Local Electoral Strategy",
        "did": "did:plc:y33v532tea3bc3ni4tydhei4",
        "rkey": "3lgodmgelfk2r",
        "business_implications": "Need for targeted local campaign resources"
      },
      {
        "text": "3) It is no secret that both labour and conservative politicians have accepted large donations from private health companies. In Scotland both parties appear desperate to force the SNP to say the NHS is broken - could this be to allow them to push for more private company involvement?",
        "significance": "Highlights key policy differentiation opportunity",
        "theme": "Policy Positioning",
        "did": "did:plc:d2pxnghrsztjyypzjrnsozc5",
        "rkey": "3lgnbcophrc2d",
        "business_implications": "Opportunity to strengthen NHS protection positioning"
      }
    ]
  }
}