{
  "id": "market_hub/ch_furniture",
  "slug": "switzerland-furniture-market-hub",
  "title": "Switzerland Furniture Market Hub",
  "description": "Country market hub for the Switzerland furniture market, built from Furnilytics indicator pages and reusable supplemental market calculations.",
  "country": {
    "name": "Switzerland",
    "geo": "CH",
    "role": "import-exposed non-euro furniture demand market"
  },
  "market": {
    "name": "Furniture",
    "scope": "Furniture retail, production, consumer demand, imports, exports, exchange-rate and demand context"
  },
  "generated_at": "2026-06-26T09:39:16.553395+00:00",
  "market_data_updated_at": "2026-06-26",
  "refresh_frequency": "monthly",
  "page": {
    "canonical_path": "/market/switzerland-furniture-market-hub/",
    "left_navigation": true,
    "source_reference_style": "numeric_notes",
    "draft_slug": "switzerland-furniture-market-hub",
    "meta_title": "Switzerland Furniture Market Hub | Furnilytics",
    "meta_description": "Monthly Switzerland furniture market hub with consumer demand, retail turnover, production, imports, import share, producer prices, CHF/EUR, confidence and product-search indicators.",
    "tags": [
      "market-hubs",
      "#market-hubs",
      "#mi-markets",
      "#mi-switzerland"
    ]
  },
  "source_references": [
    {
      "ref": 1,
      "key": "consumer_market_size",
      "title": "Switzerland Furniture Consumer Market Size",
      "url": "/indicators/retail/market-size/switzerland-furniture-consumer-market-size/",
      "path": "docs/switzerland-furniture-consumer-market-size.json",
      "role": "Market size",
      "last_refresh": "2026-06-22"
    },
    {
      "ref": 2,
      "key": "retail_turnover",
      "title": "Switzerland Furniture Retail Market Size",
      "url": "/indicators/retail/market-size/switzerland-furniture-retail-turnover/",
      "path": "docs/switzerland-furniture-retail-turnover-yearly.json",
      "role": "Retail",
      "last_refresh": "2026-06-22"
    },
    {
      "ref": 3,
      "key": "production_turnover",
      "title": "Switzerland Furniture Production Market Size",
      "url": "/indicators/industry/market-size/switzerland-furniture-production-turnover/",
      "path": "docs/switzerland-furniture-production-turnover.json",
      "role": "Industry",
      "last_refresh": "2026-06-22"
    },
    {
      "ref": 4,
      "key": "producer_price",
      "title": "Switzerland Furniture Producer Price Index",
      "url": "/indicators/industry/indexes/switzerland-furniture-producer-price-index/",
      "path": "docs/switzerland-furniture-producer-price-index.json",
      "role": "Price pressure",
      "last_refresh": "2026-06-21"
    },
    {
      "ref": 5,
      "key": "imports_yearly",
      "title": "Switzerland Furniture Imports by Year",
      "url": "/indicators/industry/trade/switzerland-furniture-imports/",
      "path": "docs/industry-switzerland-furniture-imports-yearly.json",
      "role": "Imports",
      "last_refresh": "2026-06-26"
    },
    {
      "ref": 6,
      "key": "imports_by_country",
      "title": "Switzerland Furniture Imports by Country",
      "url": "/indicators/industry/trade/switzerland-furniture-imports-by-country/",
      "path": "docs/industry-switzerland-furniture-imports-by-country.json",
      "role": "Imports",
      "last_refresh": "2026-06-26"
    },
    {
      "ref": 7,
      "key": "consumer_confidence",
      "title": "Switzerland Consumer Confidence",
      "url": "/indicators/macroeconomics/consumer-sentiment/switzerland-consumer-confidence/",
      "path": "docs/consumer_confidence_ch.json",
      "role": "Macroeconomics",
      "last_refresh": "2026-06-25"
    },
    {
      "ref": 8,
      "key": "product_search",
      "title": "Switzerland Furniture Product Search Trend",
      "url": "/indicators/retail/online/switzerland-furniture-products-search-trend/",
      "path": "docs/web_search_trends_product_ch.json",
      "role": "Retail demand context",
      "last_refresh": "2026-06-25"
    },
    {
      "ref": 9,
      "key": "import_share",
      "title": "Switzerland Furniture Import Share",
      "url": "/indicators/industry/trade/switzerland-furniture-import-share/",
      "path": "docs/industry-switzerland-furniture-import-share-yearly.json",
      "role": "Supply chain",
      "last_refresh": "2026-06-26"
    },
    {
      "ref": 10,
      "key": "exports_yearly",
      "title": "Switzerland Furniture Exports by Year",
      "url": "/indicators/industry/trade/switzerland-furniture-exports/",
      "path": "docs/industry-switzerland-furniture-exports-yearly.json",
      "role": "Exports",
      "last_refresh": "2026-06-26"
    },
    {
      "ref": 11,
      "key": "exports_by_country",
      "title": "Switzerland Furniture Exports by Country",
      "url": "/indicators/industry/trade/switzerland-furniture-exports-by-country/",
      "path": "docs/industry-switzerland-furniture-exports-by-country.json",
      "role": "Exports",
      "last_refresh": "2026-06-26"
    },
    {
      "ref": 12,
      "key": "exchange_rate",
      "title": "CHF per EUR Exchange Rate",
      "url": "/indicators/macroeconomics/exchange-rates/chf-eur-exchange-rate/",
      "path": "docs/chf-eur-exchange-rate.json",
      "role": "Currency",
      "last_refresh": "2026-06-22"
    }
  ],
  "summary": {
    "headline": "Switzerland Furniture Market Hub tracks a high-income, import-reliant furniture market where CHF purchasing power, premium retail demand and cross-border European sourcing shape market performance. Use this Swiss furniture market dashboard to follow consumer demand, specialist retail turnover, production, imports, import share, producer prices, consumer confidence, product-search interest and CHF/EUR currency context.",
    "context": "For analysts, retailers and suppliers, Switzerland is best read as a local-currency demand market with international supply exposure. Import value, supplier-country concentration and CHF/EUR explain how foreign sourcing and currency translation affect Swiss furniture market comparisons.",
    "purpose": "Use this hub to assess Swiss furniture demand, compare local-market values with euro equivalents, and understand how import reliance, premium positioning, production and currency movement shape market conditions."
  },
  "key_measurements": [
    {
      "id": "consumer_market_size",
      "label": "Consumer market size",
      "section": "market_size",
      "indicator_key": "consumer_market_size",
      "indicator_ref": 1,
      "period": "2025",
      "value": 3.8,
      "unit": "CHF billion",
      "previous_period": "2024",
      "previous_value": 3.7,
      "change_abs": 0.02,
      "change_pct": 0.45,
      "secondary_value": 4.0,
      "secondary_unit": "EUR billion",
      "status": "Recovering",
      "context": "+0.5% annual change"
    },
    {
      "id": "retail_turnover",
      "label": "Retail market size",
      "section": "retail",
      "indicator_key": "retail_turnover",
      "indicator_ref": 2,
      "period": "2025",
      "value": 4.3,
      "unit": "CHF billion",
      "previous_period": "2024",
      "previous_value": 4.3,
      "change_abs": 0.02,
      "change_pct": 0.42,
      "secondary_value": 4.6,
      "secondary_unit": "EUR billion",
      "short_term_yoy_pct": -0.72,
      "context": "-0.7% six-month YoY",
      "status": "Stable"
    },
    {
      "id": "production_turnover",
      "label": "Production market size",
      "section": "industry",
      "indicator_key": "production_turnover",
      "indicator_ref": 3,
      "period": "2025",
      "value": 2.4,
      "unit": "CHF billion",
      "previous_period": "2024",
      "previous_value": 2.3,
      "change_abs": 0.1,
      "change_pct": 4.52,
      "secondary_value": 2.5,
      "secondary_unit": "EUR billion",
      "short_term_yoy_pct": 1.7,
      "short_term_source_indicator": "production_turnover",
      "status": "Recovering",
      "context": "+1.7% six-month YoY"
    },
    {
      "id": "producer_price",
      "label": "Producer price index",
      "section": "industry",
      "indicator_key": "producer_price",
      "indicator_ref": 4,
      "period": "2026-05-01",
      "value": 106.9,
      "unit": "Index [2021=100]",
      "previous_period": "2026-04-01",
      "previous_value": 106.9,
      "change_abs": 0.0,
      "change_pct": 0.0,
      "yoy_pct": 0.0,
      "previous_year_value": 106.9,
      "previous_year_date": "2025-05",
      "short_term_yoy_pct": 0.22,
      "status": "Easing pressure",
      "context": "+0.2 pp six-month YoY"
    },
    {
      "id": "import_share",
      "label": "Import share",
      "section": "supply_chain",
      "indicator_key": "import_share",
      "indicator_ref": 9,
      "period": "2025",
      "value": 82.9,
      "unit": "Import share [%]",
      "previous_period": "2024",
      "previous_value": 83.7,
      "change_abs": -0.8,
      "change_pct": -0.96,
      "status": "High dependence",
      "context": "-0.8 pp recent change"
    },
    {
      "id": "imports_yearly",
      "label": "Furniture imports",
      "section": "supply_chain",
      "indicator_key": "imports_yearly",
      "indicator_ref": 5,
      "period": "2025",
      "value": 3.1,
      "unit": "CHF billion",
      "previous_period": "2024",
      "previous_value": 3.1,
      "change_abs": -0.01,
      "change_pct": -0.32,
      "status": "Softening",
      "context": "9.0% below 2022 peak"
    },
    {
      "id": "consumer_confidence",
      "label": "Consumer confidence",
      "section": "macroeconomics",
      "indicator_key": "consumer_confidence",
      "indicator_ref": 7,
      "period": "2026-04-01",
      "value": -34.0,
      "unit": "Balance [PP]",
      "previous_period": "2026-03-01",
      "previous_value": -37.0,
      "change_abs": 3.0,
      "change_pct": 8.11,
      "short_term_change_abs": -0.8,
      "status": "Recovering",
      "context": "+3.0 pp recent change"
    },
    {
      "id": "product_search",
      "label": "Product search trend",
      "section": "retail",
      "indicator_key": "product_search",
      "indicator_ref": 8,
      "period": "2026-04-01",
      "value": 136.3,
      "unit": "Index",
      "previous_period": "2026-03-01",
      "previous_value": 134.6,
      "change_abs": 1.7,
      "change_pct": 1.26,
      "short_term_yoy_pct": 5.55,
      "status": "Expanding",
      "context": "13.1% below 2022 peak"
    },
    {
      "id": "exchange_rate",
      "label": "CHF/EUR exchange rate",
      "section": "currency",
      "indicator_key": "exchange_rate",
      "indicator_ref": 12,
      "period": "2026-06-01",
      "value": 0.9,
      "unit": "CHF per EUR",
      "previous_period": "2026-05-01",
      "previous_value": 0.9,
      "change_abs": 0.0,
      "change_pct": 0.51,
      "short_term_yoy_pct": -2.5,
      "status": "Local currency stronger",
      "context": "-2.0% YoY"
    }
  ],
  "page_content": {
    "intro": [
      "Switzerland Furniture Market Hub tracks a high-income, import-reliant furniture market where CHF purchasing power, premium retail demand and cross-border European sourcing shape market performance. Use this Swiss furniture market dashboard to follow consumer demand, specialist retail turnover, production, imports, import share, producer prices, consumer confidence, product-search interest and CHF/EUR currency context.",
      "For analysts, retailers and suppliers, Switzerland is best read as a local-currency demand market with international supply exposure. Import value, supplier-country concentration and CHF/EUR explain how foreign sourcing and currency translation affect Swiss furniture market comparisons.",
      "Use this hub to assess Swiss furniture demand, compare local-market values with euro equivalents, and understand how import reliance, premium positioning, production and currency movement shape market conditions."
    ],
    "market_snapshot": [
      "Switzerland's furniture market is characterized as an import-exposed non-euro demand market, where high purchasing power and premium retail demand significantly influence market dynamics. The consumer market size reflects a recovering trend, supported by a stable retail turnover despite recent fluctuations. This suggests that while consumer confidence remains a headwind, the overall demand for furniture is resilient, bolstered by the country's strong reliance on imports and cross-border European sourcing [1]. Retail 6-month momentum is -0.7% year over year, supporting a cautious near-term demand read. [2]",
      "The production sector is also showing signs of recovery, indicating a potential alignment with the improving consumer sentiment. However, the high import share underscores the market's dependence on foreign suppliers, which is further complicated by the local currency's strength against the euro. This exchange-rate context may impact pricing strategies and competitiveness within the market, as producers navigate the implications of currency movements on their cost structures [5]."
    ],
    "key_findings": [
      "Switzerland is an import-exposed non-euro furniture demand market with domestic production context. Consumer market size is 3.8 billion Swiss francs (4.0 billion euro) [1], while the specialist furniture retail market is 4.3 billion Swiss francs (4.6 billion euro) [2]. The market's current position is best described as recovering with +0.5% annual change.",
      "Retail demand, production and price pressure need to be read together. Retail is stable, with -0.7% six-month YoY, while production is recovering at 2.4 billion Swiss francs (2.5 billion euro) [3], with +1.7% six-month YoY."
    ],
    "sections": [
      {
        "section_id": "market_size",
        "title": "Market Size & Consumption",
        "paragraphs": [
          "The Swiss furniture consumer market is currently valued at approximately 3.8 billion Swiss francs (4.0 billion euro), indicating a recovering trend with a +0.5% annual change [1]. This recovery suggests a stabilization in consumer demand, which is crucial for both retail and production sectors as they adapt to shifting market conditions and consumer preferences.",
          "In terms of retail performance, recent data indicates a slight year-on-year decline of -1.1% in one period, followed by a recovery of +6.6% in another [2]. This fluctuation highlights the dynamic nature of the Swiss furniture market, where short-term pressures may impact long-term growth trajectories, necessitating strategic adjustments in sourcing and supply chain management."
        ],
        "indicator_refs": [
          1
        ]
      },
      {
        "section_id": "retail",
        "title": "Retail & Demand",
        "paragraphs": [
          "The retail market for furniture in Switzerland is currently valued at 4.3 billion Swiss francs (4.6 billion euro), reflecting a stable condition with a slight year-on-year decline of -0.7% over the past six months [2]. This stability indicates a resilient demand environment, although it suggests that the market is navigating through a period of modest contraction, which may impact future retail strategies and inventory management.",
          "Consumer interest in furniture products is expanding, as evidenced by a product search trend index of 136.3 points, although this is 13.1% below the peak observed in 2022 [8]. This trend indicates a potential recovery phase in consumer engagement, which could lead to increased retail activity in the near term, despite the current market size stability. The interplay between stable retail turnover and expanding product search trends may signal opportunities for retailers to capitalize on renewed consumer interest."
        ],
        "indicator_refs": [
          2,
          8
        ]
      },
      {
        "section_id": "industry",
        "title": "Industry & Production",
        "paragraphs": [
          "Switzerland's furniture production market is currently valued at 2.4 billion Swiss francs (2.5 billion euro), indicating a recovering trend with a year-on-year increase of 1.7% over the past six months [3]. This recovery suggests a stabilization in consumer demand, which is crucial for the retail sector as it navigates the complexities of an import-exposed market. The production turnover data reflects a slight decline current for 2024, with expectations of 2.283 billion Swiss francs, but the overall trajectory remains positive as the market adjusts to changing economic conditions.",
          "The producer price index stands at 106.9 index points, showing easing pressure with a marginal increase of 0.2 percentage points year-on-year [4]. This indicates a stabilization in upstream costs, which can positively influence profit margins for local producers. As the market continues to recover, the interplay between production turnover and producer prices will be critical in shaping the overall health of the furniture industry in Switzerland, particularly in the context of its reliance on imports and the broader economic landscape."
        ],
        "indicator_refs": [
          3,
          4
        ]
      },
      {
        "section_id": "supply_chain",
        "title": "Trade & Supply Chain",
        "paragraphs": [
          "Switzerland's furniture market exhibits a high dependence on imports, with an import share of 82.9% [9]. This significant reliance underscores the strategic importance of foreign suppliers, particularly Germany and Italy, which together account for 48.1% of total imports [6]. The recent softening in furniture imports, now at 3.1 billion Swiss francs (approximately 3.2 billion euros), reflects a 9.0% decline from the 2022 peak [5]. Such trends indicate potential pressures on domestic retail and production, as reduced import volumes may impact the availability of diverse product offerings.",
          "The concentration of imports from a few key countries, notably Germany at 32.0% and Italy at 16.6% [6], highlights the vulnerability of Switzerland's furniture supply chain to fluctuations in these markets. As the import volumes from these partners are currently set to decline slightly by 0.9% and 1.2% year-on-year respectively through mid-2026 [6], this could further complicate the sourcing landscape for Swiss retailers. The combination of high import dependence and potential supplier challenges necessitates a strategic reassessment of sourcing practices to ensure stability in the face of evolving market conditions."
        ],
        "indicator_refs": [
          9,
          5,
          6
        ]
      },
      {
        "section_id": "macroeconomics",
        "title": "Macroeconomics",
        "paragraphs": [
          "Switzerland's furniture market is currently characterized by a consumer confidence level of -34.0 points, indicating a recovering sentiment despite ongoing challenges in the import-exposed non-euro demand landscape [7]. This recovery, reflected in a recent change of +3.0 percentage points, suggests a potential stabilization in consumer spending, which is crucial for the retail and production sectors that heavily rely on domestic demand.",
          "The long-term outlook for the Swiss furniture market remains cautious, as consumer sentiment has seen significant fluctuations, with values dropping to -37.0 points earlier in 2026 [7]. This volatility underscores the importance of monitoring macroeconomic conditions, as sustained pressure on consumer confidence could impact import dependence and sourcing strategies, particularly in a market where external factors play a significant role in shaping demand dynamics."
        ],
        "indicator_refs": [
          7
        ]
      },
      {
        "section_id": "currency",
        "title": "Currency",
        "paragraphs": [
          "Switzerland's currency, the Swiss Franc (CHF), is currently stronger against the Euro (EUR), with an exchange rate of 0.9 CHF per EUR, reflecting a -2.0% year-over-year change [12]. This strength in the local currency can impact the furniture market by making imports more expensive, potentially leading to increased retail prices for consumers and affecting overall demand in the import-exposed non-euro furniture market.",
          "The CHF/EUR exchange rate has shown a trend towards stabilization, with values around 0.914945 in mid-2026 [12]. This stabilization may provide a more predictable environment for furniture retailers and producers, allowing for better planning and sourcing strategies. However, the ongoing strength of the CHF could continue to exert pressure on import-dependent segments of the market, influencing consumer purchasing behavior and overall market dynamics."
        ],
        "indicator_refs": [
          12
        ]
      }
    ],
    "methodology_note": "This market hub combines multiple Furnilytics indicators into a single country-level furniture market overview. The source layer includes linked indicator pages for demand, specialist retail turnover, production, trade, pricing and macroeconomic context, plus deterministic supplemental calculations where the hub needs comparable market structure metrics. Consumer market size captures household furniture spending, while retail market size captures specialist furniture-store turnover; production and trade metrics describe the industry and supply side. Detailed source notes, definitions, chart payloads, latest-data tables and methodology explanations remain available on the underlying indicator pages listed in the Sources section.",
    "faq": [
      {
        "question": "What does the Switzerland Furniture Market Hub cover?",
        "answer": "The Switzerland Furniture Market Hub brings together the main indicators needed to assess Swiss furniture demand, specialist retail activity, production, import exposure and currency context. It covers consumer market size, specialist retail turnover, production, producer prices, trade flows, consumer confidence and online product-search interest, with housing or currency indicators included where they are relevant and available."
      },
      {
        "question": "What is the difference between Switzerland furniture consumer market size and retail market size?",
        "answer": "Consumer market size captures household furniture spending. Retail market size captures specialist furniture-store turnover, so the scope can differ by product mix and sales channel."
      },
      {
        "question": "Why is trade important for the Switzerland furniture market?",
        "answer": "Imports are important because foreign ranges supply a meaningful share of Swiss furniture availability. Import value, supplier-country mix and import share help explain sourcing reliance, while CHF/EUR adds currency context."
      },
      {
        "question": "Why is CHF/EUR included?",
        "answer": "CHF is the local-market currency, while euro values are useful for European comparison. The exchange-rate indicator helps separate local-market movement from currency translation."
      },
      {
        "question": "How often is the Switzerland Furniture Market Hub updated?",
        "answer": "The Switzerland hub is designed to refresh monthly when the underlying indicators and market-hub calculations are updated. Annual market-size and trade measures update when full-year source data becomes available."
      },
      {
        "question": "Where does the Switzerland market data come from?",
        "answer": "The hub is built from linked Furnilytics indicator pages covering Switzerland furniture demand, retail, production, prices, trade and macroeconomic context. Each source page contains the detailed source notes, chart definitions and methodology."
      },
      {
        "question": "How current is the market hub data?",
        "answer": "Most monthly indicators in the market hub are generally published with about a three-month reporting lag. Annual market-size indicators can follow a separate source schedule and update when full-year data becomes available."
      }
    ],
    "generation": {
      "mode": "ai_sectioned",
      "ai_blocks": [
        {
          "block": "market_snapshot",
          "model": "gpt-4o-mini",
          "attempt": 1
        },
        {
          "block": "section:market_size",
          "model": "gpt-4o-mini",
          "attempt": 1
        },
        {
          "block": "section:retail",
          "model": "gpt-4o-mini",
          "attempt": 1
        },
        {
          "block": "section:industry",
          "model": "gpt-4o-mini",
          "attempt": 1
        },
        {
          "block": "section:supply_chain",
          "model": "gpt-4o-mini",
          "attempt": 1
        },
        {
          "block": "section:macroeconomics",
          "model": "gpt-4o-mini",
          "attempt": 1
        },
        {
          "block": "section:currency",
          "model": "gpt-4o-mini",
          "attempt": 1
        }
      ],
      "fallback_blocks": []
    }
  },
  "sections": [
    {
      "id": "summary",
      "title": "Summary",
      "summary": "Key measurements for the Switzerland furniture market.",
      "main_indicator": "",
      "main_graph": null,
      "extra_graphs": [],
      "metric_card_ids": [
        "consumer_market_size",
        "retail_turnover",
        "production_turnover",
        "producer_price",
        "import_share",
        "imports_yearly"
      ],
      "supplemental_table_ids": [],
      "indicator_refs": [
        1,
        2,
        3,
        4,
        9,
        5
      ]
    },
    {
      "id": "market_size",
      "title": "Market Size & Consumption",
      "summary": "Buyer-side furniture demand in Switzerland.",
      "main_indicator": "consumer_market_size",
      "main_graph": {
        "id": "consumer_market_size_main_graph",
        "indicator_key": "consumer_market_size",
        "indicator_ref": 1,
        "title": "Switzerland Furniture Consumer Market Size",
        "chart_type": "bar",
        "series_type": "single",
        "x_axis_label": "",
        "y_axis_label": "CHF million",
        "legend": false,
        "data": [
          {
            "x_axis": "2015",
            "value": 4081.7,
            "value_label": 4081.7,
            "comment": "",
            "is_preliminary": false,
            "style_hint": "solid",
            "fill_hint": "solid",
            "value_local": 4081.7,
            "cur": "CHF",
            "local_currency": "CHF",
            "classification": "FSO CP05 scaled by HBS 581/5810 furniture share",
            "source_method": "fso_cp05_hbs_5810_dynamic_share",
            "value_original": 3823.1
          },
          {
            "x_axis": "2016",
            "value": 4194.1,
            "value_label": 4194.1,
            "comment": "",
            "is_preliminary": false,
            "style_hint": "solid",
            "fill_hint": "solid",
            "value_local": 4194.1,
            "cur": "CHF",
            "local_currency": "CHF",
            "classification": "FSO CP05 scaled by HBS 581/5810 furniture share",
            "source_method": "fso_cp05_hbs_5810_dynamic_share",
            "value_original": 3847.2
          },
          {
            "x_axis": "2017",
            "value": 4298.0,
            "value_label": 4298.0,
            "comment": "",
            "is_preliminary": false,
            "style_hint": "solid",
            "fill_hint": "solid",
            "value_local": 4298.0,
            "cur": "CHF",
            "local_currency": "CHF",
            "classification": "FSO CP05 scaled by HBS 581/5810 furniture share",
            "source_method": "fso_cp05_hbs_5810_dynamic_share",
            "value_original": 3866.7
          },
          {
            "x_axis": "2018",
            "value": 3868.8,
            "value_label": 3868.8,
            "comment": "",
            "is_preliminary": false,
            "style_hint": "solid",
            "fill_hint": "solid",
            "value_local": 3868.8,
            "cur": "CHF",
            "local_currency": "CHF",
            "classification": "FSO CP05 scaled by HBS 581/5810 furniture share",
            "source_method": "fso_cp05_hbs_5810_dynamic_share",
            "value_original": 3350.0
          },
          {
            "x_axis": "2019",
            "value": 4249.7,
            "value_label": 4249.7,
            "comment": "",
            "is_preliminary": false,
            "style_hint": "solid",
            "fill_hint": "solid",
            "value_local": 4249.7,
            "cur": "CHF",
            "local_currency": "CHF",
            "classification": "FSO CP05 scaled by HBS 581/5810 furniture share",
            "source_method": "fso_cp05_hbs_5810_dynamic_share",
            "value_original": 3819.4
          },
          {
            "x_axis": "2020",
            "value": 3761.0,
            "value_label": 3761.0,
            "comment": "",
            "is_preliminary": false,
            "style_hint": "solid",
            "fill_hint": "solid",
            "value_local": 3761.0,
            "cur": "CHF",
            "local_currency": "CHF",
            "classification": "FSO CP05 scaled by HBS 581/5810 furniture share",
            "source_method": "fso_cp05_hbs_5810_dynamic_share",
            "value_original": 3514.0
          },
          {
            "x_axis": "2021",
            "value": 4185.9,
            "value_label": 4185.9,
            "comment": "",
            "is_preliminary": false,
            "style_hint": "solid",
            "fill_hint": "solid",
            "value_local": 4185.9,
            "cur": "CHF",
            "local_currency": "CHF",
            "classification": "FSO CP05 scaled by HBS 581/5810 furniture share",
            "source_method": "fso_cp05_hbs_5810_dynamic_share",
            "value_original": 3870.8
          },
          {
            "x_axis": "2022",
            "value": 4346.4,
            "value_label": 4346.4,
            "comment": "",
            "is_preliminary": false,
            "style_hint": "solid",
            "fill_hint": "solid",
            "value_local": 4346.4,
            "cur": "CHF",
            "local_currency": "CHF",
            "classification": "FSO CP05 scaled by HBS 581/5810 furniture share",
            "source_method": "fso_cp05_hbs_5810_dynamic_share",
            "value_original": 4324.0
          },
          {
            "x_axis": "2023",
            "value": 3840.2,
            "value_label": 3840.2,
            "comment": "",
            "is_preliminary": false,
            "style_hint": "solid",
            "fill_hint": "solid",
            "value_local": 3840.2,
            "cur": "CHF",
            "local_currency": "CHF",
            "classification": "FSO CP05 scaled by HBS 581/5810 furniture share",
            "source_method": "fso_cp05_hbs_5810_dynamic_share",
            "value_original": 3951.9
          },
          {
            "x_axis": "2024",
            "value": 3738.4,
            "value_label": 3738.4,
            "comment": "",
            "is_preliminary": false,
            "style_hint": "solid",
            "fill_hint": "solid",
            "value_local": 3738.4,
            "cur": "CHF",
            "local_currency": "CHF",
            "classification": "FSO CP05 scaled by HBS 581/5810 furniture share",
            "source_method": "fso_cp05_hbs_5810_share_carry_forward",
            "value_original": 3924.4
          },
          {
            "x_axis": "2025",
            "value": 3755.3,
            "value_label": 3755.3,
            "comment": "",
            "is_preliminary": false,
            "style_hint": "solid",
            "fill_hint": "solid",
            "value_local": 3755.3,
            "cur": "CHF",
            "local_currency": "CHF",
            "classification": "FSO CP05 scaled by HBS 581/5810 furniture share",
            "source_method": "retail_turnover_nowcast",
            "value_original": 4007.3
          }
        ],
        "source_url": "/indicators/retail/market-size/switzerland-furniture-consumer-market-size/",
        "currency_options": {
          "default": "CHF",
          "series": {
            "CHF": {
              "field": "value_local",
              "axisLabel": "CHF million"
            },
            "EUR": {
              "field": "value",
              "axisLabel": "EUR million"
            }
          }
        }
      },
      "extra_graphs": [],
      "metric_card_ids": [
        "consumer_market_size"
      ],
      "supplemental_table_ids": [
        "consumer_market_size_peer_comparison",
        "consumer_expenditure_per_capita_peer_comparison",
        "retail_latest_rows"
      ],
      "indicator_refs": [
        1
      ]
    },
    {
      "id": "retail",
      "title": "Retail & Demand",
      "summary": "Specialist furniture retail turnover, online product-search interest and household demand context.",
      "main_indicator": "retail_turnover",
      "main_graph": {
        "id": "retail_turnover_main_graph",
        "indicator_key": "retail_turnover",
        "indicator_ref": 2,
        "title": "Switzerland Furniture Retail Turnover",
        "chart_type": "bar",
        "series_type": "single",
        "x_axis_label": "",
        "y_axis_label": "CHF million",
        "legend": false,
        "data": [
          {
            "x_axis": "2015",
            "value": 4219.8,
            "value_label": 4219.8,
            "comment": "",
            "is_preliminary": false,
            "style_hint": "solid",
            "fill_hint": "solid",
            "value_local": 4219.8,
            "value_eur": 3952.5,
            "cur": "CHF",
            "local_currency": "CHF",
            "g475_turnover_eur": 8496.3,
            "neighbour_share": 0.465204,
            "share_source": "same_year",
            "share_countries_used": "AT,DE,IT",
            "value_original": 4219.8
          },
          {
            "x_axis": "2016",
            "value": 4120.6,
            "value_label": 4120.6,
            "comment": "",
            "is_preliminary": false,
            "style_hint": "solid",
            "fill_hint": "solid",
            "value_local": 4120.6,
            "value_eur": 3779.7,
            "cur": "CHF",
            "local_currency": "CHF",
            "g475_turnover_eur": 8001.2,
            "neighbour_share": 0.472394,
            "share_source": "same_year",
            "share_countries_used": "AT,DE,IT",
            "value_original": 4120.6
          },
          {
            "x_axis": "2017",
            "value": 4442.6,
            "value_label": 4442.6,
            "comment": "",
            "is_preliminary": false,
            "style_hint": "solid",
            "fill_hint": "solid",
            "value_local": 4442.6,
            "value_eur": 3996.8,
            "cur": "CHF",
            "local_currency": "CHF",
            "g475_turnover_eur": 8251.6,
            "neighbour_share": 0.484362,
            "share_source": "same_year",
            "share_countries_used": "AT,DE,IT",
            "value_original": 4442.6
          },
          {
            "x_axis": "2018",
            "value": 4745.2,
            "value_label": 4745.2,
            "comment": "",
            "is_preliminary": false,
            "style_hint": "solid",
            "fill_hint": "solid",
            "value_local": 4745.2,
            "value_eur": 4108.8,
            "cur": "CHF",
            "local_currency": "CHF",
            "g475_turnover_eur": 8424.4,
            "neighbour_share": 0.487726,
            "share_source": "same_year",
            "share_countries_used": "AT,DE,IT",
            "value_original": 4745.2
          },
          {
            "x_axis": "2019",
            "value": 5265.4,
            "value_label": 5265.4,
            "comment": "",
            "is_preliminary": false,
            "style_hint": "solid",
            "fill_hint": "solid",
            "value_local": 5265.4,
            "value_eur": 4732.2,
            "cur": "CHF",
            "local_currency": "CHF",
            "g475_turnover_eur": 9779.7,
            "neighbour_share": 0.483885,
            "share_source": "same_year",
            "share_countries_used": "AT,DE,IT",
            "value_original": 5265.4
          },
          {
            "x_axis": "2020",
            "value": 5068.4,
            "value_label": 5068.4,
            "comment": "",
            "is_preliminary": false,
            "style_hint": "solid",
            "fill_hint": "solid",
            "value_local": 5068.4,
            "value_eur": 4735.4,
            "cur": "CHF",
            "local_currency": "CHF",
            "g475_turnover_eur": 10091.7,
            "neighbour_share": 0.46924,
            "share_source": "same_year",
            "share_countries_used": "AT,DE,IT",
            "value_original": 5068.4
          },
          {
            "x_axis": "2021",
            "value": 4745.1,
            "value_label": 4745.1,
            "comment": "",
            "is_preliminary": false,
            "style_hint": "solid",
            "fill_hint": "solid",
            "value_local": 4745.1,
            "value_eur": 4387.8,
            "cur": "CHF",
            "local_currency": "CHF",
            "g475_turnover_eur": 9438.3,
            "neighbour_share": 0.464899,
            "share_source": "same_year",
            "share_countries_used": "AT,DE,IT",
            "value_original": 4745.1
          },
          {
            "x_axis": "2022",
            "value": 4592.8,
            "value_label": 4592.8,
            "comment": "",
            "is_preliminary": false,
            "style_hint": "solid",
            "fill_hint": "solid",
            "value_local": 4592.8,
            "value_eur": 4576.7,
            "cur": "CHF",
            "local_currency": "CHF",
            "g475_turnover_eur": null,
            "neighbour_share": 0.462542,
            "share_source": "carried_forward",
            "share_countries_used": "AT,DE,IT",
            "value_original": 4592.8
          },
          {
            "x_axis": "2023",
            "value": 4484.5,
            "value_label": 4484.5,
            "comment": "",
            "is_preliminary": false,
            "style_hint": "solid",
            "fill_hint": "solid",
            "value_local": 4484.5,
            "value_eur": 4618.5,
            "cur": "CHF",
            "local_currency": "CHF",
            "g475_turnover_eur": null,
            "neighbour_share": 0.462542,
            "share_source": "carried_forward",
            "share_countries_used": "AT,DE,IT",
            "value_original": 4484.5
          },
          {
            "x_axis": "2024",
            "value": 4280.8,
            "value_label": 4280.8,
            "comment": "",
            "is_preliminary": false,
            "style_hint": "solid",
            "fill_hint": "solid",
            "value_local": 4280.8,
            "value_eur": 4493.8,
            "cur": "CHF",
            "local_currency": "CHF",
            "g475_turnover_eur": 9715.5,
            "neighbour_share": 0.462542,
            "share_source": "carried_forward",
            "share_countries_used": "AT,DE,IT",
            "value_original": 4280.8
          },
          {
            "x_axis": "2025",
            "value": 4298.6,
            "value_label": 4298.6,
            "comment": "",
            "is_preliminary": false,
            "style_hint": "solid",
            "fill_hint": "solid",
            "value_local": 4298.6,
            "value_eur": 4588.7,
            "cur": "CHF",
            "local_currency": "CHF",
            "g475_turnover_eur": null,
            "neighbour_share": 0.462542,
            "share_source": "carried_forward",
            "share_countries_used": "AT,DE,IT",
            "value_original": 4298.6
          }
        ],
        "source_url": "/indicators/retail/market-size/switzerland-furniture-retail-turnover/",
        "currency_options": {
          "default": "CHF",
          "series": {
            "CHF": {
              "field": "value_local",
              "axisLabel": "CHF million"
            },
            "EUR": {
              "field": "value_eur",
              "axisLabel": "EUR million"
            }
          }
        }
      },
      "extra_graphs": [],
      "metric_card_ids": [
        "retail_turnover",
        "product_search"
      ],
      "supplemental_table_ids": [
        "retail_latest_rows",
        "product_search_latest_rows"
      ],
      "indicator_refs": [
        2,
        8
      ]
    },
    {
      "id": "industry",
      "title": "Industry & Production",
      "summary": "Production turnover and producer-price pressure show Switzerland furniture manufacturing conditions.",
      "main_indicator": "production_turnover",
      "main_graph": {
        "id": "production_turnover_main_graph",
        "indicator_key": "production_turnover",
        "indicator_ref": 3,
        "title": "Switzerland Furniture Production Turnover",
        "chart_type": "bar",
        "series_type": "single",
        "x_axis_label": "",
        "y_axis_label": "CHF million",
        "legend": false,
        "data": [
          {
            "x_axis": "2015",
            "value": 2506.0,
            "value_label": 2506.0,
            "comment": "",
            "is_preliminary": false,
            "style_hint": "solid",
            "fill_hint": "solid",
            "value_nominal": 2347.9,
            "cur": "CHF",
            "local_currency": "CHF",
            "value_nominal_local": 2506.0,
            "value_local": 2506.0,
            "source_basis": "monthly_backbone_annual_sum",
            "value_original": 2506.0
          },
          {
            "x_axis": "2016",
            "value": 2525.4,
            "value_label": 2525.4,
            "comment": "",
            "is_preliminary": false,
            "style_hint": "solid",
            "fill_hint": "solid",
            "value_nominal": 2317.0,
            "cur": "CHF",
            "local_currency": "CHF",
            "value_nominal_local": 2525.4,
            "value_local": 2525.4,
            "source_basis": "monthly_backbone_annual_sum",
            "value_original": 2525.4
          },
          {
            "x_axis": "2017",
            "value": 2158.1,
            "value_label": 2158.1,
            "comment": "",
            "is_preliminary": false,
            "style_hint": "solid",
            "fill_hint": "solid",
            "value_nominal": 1939.6,
            "cur": "CHF",
            "local_currency": "CHF",
            "value_nominal_local": 2158.1,
            "value_local": 2158.1,
            "source_basis": "monthly_backbone_annual_sum",
            "value_original": 2158.1
          },
          {
            "x_axis": "2018",
            "value": 2350.9,
            "value_label": 2350.9,
            "comment": "",
            "is_preliminary": false,
            "style_hint": "solid",
            "fill_hint": "solid",
            "value_nominal": 2035.3,
            "cur": "CHF",
            "local_currency": "CHF",
            "value_nominal_local": 2350.9,
            "value_local": 2350.9,
            "source_basis": "monthly_backbone_annual_sum",
            "value_original": 2350.9
          },
          {
            "x_axis": "2019",
            "value": 2401.3,
            "value_label": 2401.3,
            "comment": "",
            "is_preliminary": false,
            "style_hint": "solid",
            "fill_hint": "solid",
            "value_nominal": 2158.0,
            "cur": "CHF",
            "local_currency": "CHF",
            "value_nominal_local": 2401.3,
            "value_local": 2401.3,
            "source_basis": "monthly_backbone_annual_sum",
            "value_original": 2401.3
          },
          {
            "x_axis": "2020",
            "value": 2144.8,
            "value_label": 2144.8,
            "comment": "",
            "is_preliminary": false,
            "style_hint": "solid",
            "fill_hint": "solid",
            "value_nominal": 2002.6,
            "cur": "CHF",
            "local_currency": "CHF",
            "value_nominal_local": 2144.8,
            "value_local": 2144.8,
            "source_basis": "monthly_backbone_annual_sum",
            "value_original": 2144.8
          },
          {
            "x_axis": "2021",
            "value": 2256.2,
            "value_label": 2256.2,
            "comment": "",
            "is_preliminary": false,
            "style_hint": "solid",
            "fill_hint": "solid",
            "value_nominal": 2088.6,
            "cur": "CHF",
            "local_currency": "CHF",
            "value_nominal_local": 2256.2,
            "value_local": 2256.2,
            "source_basis": "monthly_backbone_annual_sum",
            "value_original": 2256.2
          },
          {
            "x_axis": "2022",
            "value": 2297.4,
            "value_label": 2297.4,
            "comment": "",
            "is_preliminary": false,
            "style_hint": "solid",
            "fill_hint": "solid",
            "value_nominal": 2285.4,
            "cur": "CHF",
            "local_currency": "CHF",
            "value_nominal_local": 2297.4,
            "value_local": 2297.4,
            "source_basis": "monthly_backbone_annual_sum",
            "value_original": 2297.4
          },
          {
            "x_axis": "2023",
            "value": 2300.9,
            "value_label": 2300.9,
            "comment": "",
            "is_preliminary": false,
            "style_hint": "solid",
            "fill_hint": "solid",
            "value_nominal": 2368.3,
            "cur": "CHF",
            "local_currency": "CHF",
            "value_nominal_local": 2300.9,
            "value_local": 2300.9,
            "source_basis": "monthly_backbone_annual_sum",
            "value_original": 2300.9
          },
          {
            "x_axis": "2024",
            "value": 2283.3,
            "value_label": 2283.3,
            "comment": "",
            "is_preliminary": false,
            "style_hint": "solid",
            "fill_hint": "solid",
            "value_nominal": 2397.4,
            "cur": "CHF",
            "local_currency": "CHF",
            "value_nominal_local": 2283.3,
            "value_local": 2283.3,
            "source_basis": "monthly_backbone_annual_sum",
            "value_original": 2283.3
          },
          {
            "x_axis": "2025",
            "value": 2386.6,
            "value_label": 2386.6,
            "comment": "",
            "is_preliminary": false,
            "style_hint": "solid",
            "fill_hint": "solid",
            "value_nominal": 2547.0,
            "cur": "CHF",
            "local_currency": "CHF",
            "value_nominal_local": 2386.6,
            "value_local": 2386.6,
            "source_basis": "monthly_backbone_annual_sum",
            "value_original": 2386.6
          }
        ],
        "source_url": "/indicators/industry/market-size/switzerland-furniture-production-turnover/",
        "currency_options": {
          "default": "CHF",
          "series": {
            "CHF": {
              "field": "value_nominal_local",
              "axisLabel": "CHF million"
            },
            "EUR": {
              "field": "value_nominal",
              "axisLabel": "EUR million"
            }
          }
        }
      },
      "extra_graphs": [],
      "metric_card_ids": [
        "production_turnover",
        "producer_price"
      ],
      "supplemental_table_ids": [
        "production_latest_rows",
        "ppi_peer_six_month_yoy"
      ],
      "indicator_refs": [
        3,
        4
      ]
    },
    {
      "id": "supply_chain",
      "title": "Trade & Supply Chain",
      "summary": "Import value, supplier concentration and import dependence show Switzerland's furniture sourcing structure.",
      "main_indicator": "imports_by_country",
      "main_graph": {
        "id": "imports_by_country_main_graph",
        "indicator_key": "imports_by_country",
        "indicator_ref": 6,
        "title": "Switzerland Furniture Imports by Country",
        "chart_type": "pie",
        "series_type": "single",
        "x_axis_label": "",
        "y_axis_label": "Share of imports",
        "legend": false,
        "data": [
          {
            "name": "DE",
            "label": "DE",
            "value": 0.3202
          },
          {
            "name": "IT",
            "label": "IT",
            "value": 0.1659
          },
          {
            "name": "CN",
            "label": "CN",
            "value": 0.1256
          },
          {
            "name": "PL",
            "label": "PL",
            "value": 0.0907
          },
          {
            "name": "FR",
            "label": "FR",
            "value": 0.0481
          },
          {
            "name": "AT",
            "label": "AT",
            "value": 0.0384
          },
          {
            "name": "LT",
            "label": "LT",
            "value": 0.0169
          },
          {
            "name": "RS",
            "label": "RS",
            "value": 0.0158
          },
          {
            "name": "ES",
            "label": "ES",
            "value": 0.0115
          },
          {
            "name": "TR",
            "label": "TR",
            "value": 0.0111
          },
          {
            "name": "Others",
            "label": "Others",
            "value": 0.1558
          }
        ],
        "source_url": "/indicators/industry/trade/switzerland-furniture-imports-by-country/"
      },
      "extra_graphs": [],
      "metric_card_ids": [
        "import_share",
        "imports_yearly"
      ],
      "supplemental_table_ids": [
        "imports_latest_rows",
        "import_partner_development",
        "import_partner_latest_rows",
        "import_share_peer_comparison",
        "import_share_latest_rows"
      ],
      "indicator_refs": [
        9,
        5,
        6
      ]
    },
    {
      "id": "macroeconomics",
      "title": "Macroeconomics",
      "summary": "Consumer confidence gives demand context for furniture and home-related categories.",
      "main_indicator": "consumer_confidence",
      "main_graph": {
        "id": "consumer_confidence_main_graph",
        "indicator_key": "consumer_confidence",
        "indicator_ref": 7,
        "title": "Switzerland Consumer Sentiment",
        "chart_type": "line",
        "series_type": "single",
        "x_axis_label": "",
        "y_axis_label": "Index balance",
        "legend": false,
        "data": [
          {
            "date": "2018-01-01",
            "geo": "CH",
            "value": -4.2
          },
          {
            "date": "2018-04-01",
            "geo": "CH",
            "value": -8.3
          },
          {
            "date": "2018-07-01",
            "geo": "CH",
            "value": -8.7
          },
          {
            "date": "2018-10-01",
            "geo": "CH",
            "value": -6.4
          },
          {
            "date": "2019-01-01",
            "geo": "CH",
            "value": -12.1
          },
          {
            "date": "2019-04-01",
            "geo": "CH",
            "value": -12.3
          },
          {
            "date": "2019-07-01",
            "geo": "CH",
            "value": -11.9
          },
          {
            "date": "2019-10-01",
            "geo": "CH",
            "value": -13.4
          },
          {
            "date": "2020-01-01",
            "geo": "CH",
            "value": -11.9
          },
          {
            "date": "2020-04-01",
            "geo": "CH",
            "value": -42.1
          },
          {
            "date": "2020-07-01",
            "geo": "CH",
            "value": -16.1
          },
          {
            "date": "2020-10-01",
            "geo": "CH",
            "value": -15.9
          },
          {
            "date": "2021-01-01",
            "geo": "CH",
            "value": -17.0
          },
          {
            "date": "2021-04-01",
            "geo": "CH",
            "value": -9.5
          },
          {
            "date": "2021-07-01",
            "geo": "CH",
            "value": 4.3
          },
          {
            "date": "2021-10-01",
            "geo": "CH",
            "value": 0.7
          },
          {
            "date": "2022-01-01",
            "geo": "CH",
            "value": -6.8
          },
          {
            "date": "2022-04-01",
            "geo": "CH",
            "value": -30.7
          },
          {
            "date": "2022-07-01",
            "geo": "CH",
            "value": -44.9
          },
          {
            "date": "2022-10-01",
            "geo": "CH",
            "value": -49.4
          },
          {
            "date": "2023-01-01",
            "geo": "CH",
            "value": -24.0
          },
          {
            "date": "2023-04-01",
            "geo": "CH",
            "value": -24.0
          },
          {
            "date": "2023-07-01",
            "geo": "CH",
            "value": -21.0
          },
          {
            "date": "2023-10-01",
            "geo": "CH",
            "value": -34.0
          },
          {
            "date": "2024-01-01",
            "geo": "CH",
            "value": -35.0
          },
          {
            "date": "2024-02-01",
            "geo": "CH",
            "value": -36.0
          },
          {
            "date": "2024-03-01",
            "geo": "CH",
            "value": -32.0
          },
          {
            "date": "2024-04-01",
            "geo": "CH",
            "value": -32.0
          },
          {
            "date": "2024-05-01",
            "geo": "CH",
            "value": -32.0
          },
          {
            "date": "2024-06-01",
            "geo": "CH",
            "value": -31.0
          },
          {
            "date": "2024-07-01",
            "geo": "CH",
            "value": -26.0
          },
          {
            "date": "2024-08-01",
            "geo": "CH",
            "value": -29.0
          },
          {
            "date": "2024-09-01",
            "geo": "CH",
            "value": -28.0
          },
          {
            "date": "2024-10-01",
            "geo": "CH",
            "value": -31.0
          },
          {
            "date": "2024-12-01",
            "geo": "CH",
            "value": -24.0
          },
          {
            "date": "2025-01-01",
            "geo": "CH",
            "value": -23.0
          },
          {
            "date": "2025-02-01",
            "geo": "CH",
            "value": -28.0
          },
          {
            "date": "2025-03-01",
            "geo": "CH",
            "value": -29.0
          },
          {
            "date": "2025-04-01",
            "geo": "CH",
            "value": -36.0
          },
          {
            "date": "2025-05-01",
            "geo": "CH",
            "value": -31.0
          },
          {
            "date": "2025-06-01",
            "geo": "CH",
            "value": -26.0
          },
          {
            "date": "2025-07-01",
            "geo": "CH",
            "value": -27.0
          },
          {
            "date": "2025-08-01",
            "geo": "CH",
            "value": -34.0
          },
          {
            "date": "2025-09-01",
            "geo": "CH",
            "value": -31.0
          },
          {
            "date": "2025-10-01",
            "geo": "CH",
            "value": -31.0
          },
          {
            "date": "2025-11-01",
            "geo": "CH",
            "value": -28.0
          },
          {
            "date": "2025-12-01",
            "geo": "CH",
            "value": -25.0
          },
          {
            "date": "2026-01-01",
            "geo": "CH",
            "value": -24.0
          },
          {
            "date": "2026-02-01",
            "geo": "CH",
            "value": -24.0
          },
          {
            "date": "2026-03-01",
            "geo": "CH",
            "value": -37.0
          },
          {
            "date": "2026-04-01",
            "geo": "CH",
            "value": -34.0
          }
        ],
        "source_url": "/indicators/macroeconomics/consumer-sentiment/switzerland-consumer-confidence/"
      },
      "extra_graphs": [],
      "metric_card_ids": [
        "consumer_confidence"
      ],
      "supplemental_table_ids": [],
      "indicator_refs": [
        7
      ]
    },
    {
      "id": "currency",
      "title": "Currency",
      "summary": "CHF/EUR gives currency context for local values, imported supply and European comparison.",
      "main_indicator": "exchange_rate",
      "main_graph": {
        "id": "exchange_rate_main_graph",
        "indicator_key": "exchange_rate",
        "indicator_ref": 12,
        "title": "CHF per EUR Exchange Rate",
        "chart_type": "line",
        "series_type": "single",
        "x_axis_label": "",
        "y_axis_label": "CHF per EUR",
        "legend": false,
        "data": [
          {
            "date": "2015-01-01",
            "year": 2015,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.094048,
            "eur_per_currency": 0.91403668,
            "value": 1.094048,
            "observations": 21,
            "value_eur": 1.094048
          },
          {
            "date": "2015-02-01",
            "year": 2015,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.061835,
            "eur_per_currency": 0.94176591,
            "value": 1.061835,
            "observations": 20,
            "value_eur": 1.061835
          },
          {
            "date": "2015-03-01",
            "year": 2015,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.060809,
            "eur_per_currency": 0.94267677,
            "value": 1.060809,
            "observations": 22,
            "value_eur": 1.060809
          },
          {
            "date": "2015-04-01",
            "year": 2015,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.03794,
            "eur_per_currency": 0.96344683,
            "value": 1.03794,
            "observations": 20,
            "value_eur": 1.03794
          },
          {
            "date": "2015-05-01",
            "year": 2015,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.039125,
            "eur_per_currency": 0.96234813,
            "value": 1.039125,
            "observations": 20,
            "value_eur": 1.039125
          },
          {
            "date": "2015-06-01",
            "year": 2015,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.045477,
            "eur_per_currency": 0.9565012,
            "value": 1.045477,
            "observations": 22,
            "value_eur": 1.045477
          },
          {
            "date": "2015-07-01",
            "year": 2015,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.049178,
            "eur_per_currency": 0.95312711,
            "value": 1.049178,
            "observations": 23,
            "value_eur": 1.049178
          },
          {
            "date": "2015-08-01",
            "year": 2015,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.0777,
            "eur_per_currency": 0.92790201,
            "value": 1.0777,
            "observations": 21,
            "value_eur": 1.0777
          },
          {
            "date": "2015-09-01",
            "year": 2015,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.091286,
            "eur_per_currency": 0.91635007,
            "value": 1.091286,
            "observations": 22,
            "value_eur": 1.091286
          },
          {
            "date": "2015-10-01",
            "year": 2015,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.088227,
            "eur_per_currency": 0.91892592,
            "value": 1.088227,
            "observations": 22,
            "value_eur": 1.088227
          },
          {
            "date": "2015-11-01",
            "year": 2015,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.08329,
            "eur_per_currency": 0.92311385,
            "value": 1.08329,
            "observations": 21,
            "value_eur": 1.08329
          },
          {
            "date": "2015-12-01",
            "year": 2015,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.082677,
            "eur_per_currency": 0.9236365,
            "value": 1.082677,
            "observations": 22,
            "value_eur": 1.082677
          },
          {
            "date": "2016-01-01",
            "year": 2016,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.094085,
            "eur_per_currency": 0.91400577,
            "value": 1.094085,
            "observations": 20,
            "value_eur": 1.094085
          },
          {
            "date": "2016-02-01",
            "year": 2016,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.101805,
            "eur_per_currency": 0.90760162,
            "value": 1.101805,
            "observations": 21,
            "value_eur": 1.101805
          },
          {
            "date": "2016-03-01",
            "year": 2016,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.091981,
            "eur_per_currency": 0.91576685,
            "value": 1.091981,
            "observations": 21,
            "value_eur": 1.091981
          },
          {
            "date": "2016-04-01",
            "year": 2016,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.092967,
            "eur_per_currency": 0.91494071,
            "value": 1.092967,
            "observations": 21,
            "value_eur": 1.092967
          },
          {
            "date": "2016-05-01",
            "year": 2016,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.105864,
            "eur_per_currency": 0.90427033,
            "value": 1.105864,
            "observations": 22,
            "value_eur": 1.105864
          },
          {
            "date": "2016-06-01",
            "year": 2016,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.08935,
            "eur_per_currency": 0.91797861,
            "value": 1.08935,
            "observations": 22,
            "value_eur": 1.08935
          },
          {
            "date": "2016-07-01",
            "year": 2016,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.086657,
            "eur_per_currency": 0.92025359,
            "value": 1.086657,
            "observations": 21,
            "value_eur": 1.086657
          },
          {
            "date": "2016-08-01",
            "year": 2016,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.088113,
            "eur_per_currency": 0.9190222,
            "value": 1.088113,
            "observations": 23,
            "value_eur": 1.088113
          },
          {
            "date": "2016-09-01",
            "year": 2016,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.091873,
            "eur_per_currency": 0.91585743,
            "value": 1.091873,
            "observations": 22,
            "value_eur": 1.091873
          },
          {
            "date": "2016-10-01",
            "year": 2016,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.088667,
            "eur_per_currency": 0.91855453,
            "value": 1.088667,
            "observations": 21,
            "value_eur": 1.088667
          },
          {
            "date": "2016-11-01",
            "year": 2016,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.07575,
            "eur_per_currency": 0.92958401,
            "value": 1.07575,
            "observations": 22,
            "value_eur": 1.07575
          },
          {
            "date": "2016-12-01",
            "year": 2016,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.075029,
            "eur_per_currency": 0.93020746,
            "value": 1.075029,
            "observations": 21,
            "value_eur": 1.075029
          },
          {
            "date": "2017-01-01",
            "year": 2017,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.07135,
            "eur_per_currency": 0.93340178,
            "value": 1.07135,
            "observations": 22,
            "value_eur": 1.07135
          },
          {
            "date": "2017-02-01",
            "year": 2017,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.06597,
            "eur_per_currency": 0.9381127,
            "value": 1.06597,
            "observations": 20,
            "value_eur": 1.06597
          },
          {
            "date": "2017-03-01",
            "year": 2017,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.070643,
            "eur_per_currency": 0.93401816,
            "value": 1.070643,
            "observations": 23,
            "value_eur": 1.070643
          },
          {
            "date": "2017-04-01",
            "year": 2017,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.07265,
            "eur_per_currency": 0.93227054,
            "value": 1.07265,
            "observations": 18,
            "value_eur": 1.07265
          },
          {
            "date": "2017-05-01",
            "year": 2017,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.090405,
            "eur_per_currency": 0.91709044,
            "value": 1.090405,
            "observations": 22,
            "value_eur": 1.090405
          },
          {
            "date": "2017-06-01",
            "year": 2017,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.087391,
            "eur_per_currency": 0.9196324,
            "value": 1.087391,
            "observations": 22,
            "value_eur": 1.087391
          },
          {
            "date": "2017-07-01",
            "year": 2017,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.105929,
            "eur_per_currency": 0.90421718,
            "value": 1.105929,
            "observations": 21,
            "value_eur": 1.105929
          },
          {
            "date": "2017-08-01",
            "year": 2017,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.139778,
            "eur_per_currency": 0.87736384,
            "value": 1.139778,
            "observations": 23,
            "value_eur": 1.139778
          },
          {
            "date": "2017-09-01",
            "year": 2017,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.146995,
            "eur_per_currency": 0.87184338,
            "value": 1.146995,
            "observations": 21,
            "value_eur": 1.146995
          },
          {
            "date": "2017-10-01",
            "year": 2017,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.154559,
            "eur_per_currency": 0.86613157,
            "value": 1.154559,
            "observations": 22,
            "value_eur": 1.154559
          },
          {
            "date": "2017-11-01",
            "year": 2017,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.163973,
            "eur_per_currency": 0.85912646,
            "value": 1.163973,
            "observations": 22,
            "value_eur": 1.163973
          },
          {
            "date": "2017-12-01",
            "year": 2017,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.168937,
            "eur_per_currency": 0.8554781,
            "value": 1.168937,
            "observations": 19,
            "value_eur": 1.168937
          },
          {
            "date": "2018-01-01",
            "year": 2018,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.172295,
            "eur_per_currency": 0.85302761,
            "value": 1.172295,
            "observations": 22,
            "value_eur": 1.172295
          },
          {
            "date": "2018-02-01",
            "year": 2018,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.154235,
            "eur_per_currency": 0.8663747,
            "value": 1.154235,
            "observations": 20,
            "value_eur": 1.154235
          },
          {
            "date": "2018-03-01",
            "year": 2018,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.168452,
            "eur_per_currency": 0.85583319,
            "value": 1.168452,
            "observations": 21,
            "value_eur": 1.168452
          },
          {
            "date": "2018-04-01",
            "year": 2018,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.18899,
            "eur_per_currency": 0.84104997,
            "value": 1.18899,
            "observations": 20,
            "value_eur": 1.18899
          },
          {
            "date": "2018-05-01",
            "year": 2018,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.177964,
            "eur_per_currency": 0.84892238,
            "value": 1.177964,
            "observations": 22,
            "value_eur": 1.177964
          },
          {
            "date": "2018-06-01",
            "year": 2018,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.156205,
            "eur_per_currency": 0.86489853,
            "value": 1.156205,
            "observations": 21,
            "value_eur": 1.156205
          },
          {
            "date": "2018-07-01",
            "year": 2018,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.162205,
            "eur_per_currency": 0.8604334,
            "value": 1.162205,
            "observations": 22,
            "value_eur": 1.162205
          },
          {
            "date": "2018-08-01",
            "year": 2018,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.1413,
            "eur_per_currency": 0.87619381,
            "value": 1.1413,
            "observations": 23,
            "value_eur": 1.1413
          },
          {
            "date": "2018-09-01",
            "year": 2018,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.128575,
            "eur_per_currency": 0.88607315,
            "value": 1.128575,
            "observations": 20,
            "value_eur": 1.128575
          },
          {
            "date": "2018-10-01",
            "year": 2018,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.141322,
            "eur_per_currency": 0.87617692,
            "value": 1.141322,
            "observations": 23,
            "value_eur": 1.141322
          },
          {
            "date": "2018-11-01",
            "year": 2018,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.137705,
            "eur_per_currency": 0.87896247,
            "value": 1.137705,
            "observations": 22,
            "value_eur": 1.137705
          },
          {
            "date": "2018-12-01",
            "year": 2018,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.129289,
            "eur_per_currency": 0.88551292,
            "value": 1.129289,
            "observations": 19,
            "value_eur": 1.129289
          },
          {
            "date": "2019-01-01",
            "year": 2019,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.1297,
            "eur_per_currency": 0.88519076,
            "value": 1.1297,
            "observations": 22,
            "value_eur": 1.1297
          },
          {
            "date": "2019-02-01",
            "year": 2019,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.13676,
            "eur_per_currency": 0.87969316,
            "value": 1.13676,
            "observations": 20,
            "value_eur": 1.13676
          },
          {
            "date": "2019-03-01",
            "year": 2019,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.131052,
            "eur_per_currency": 0.88413265,
            "value": 1.131052,
            "observations": 21,
            "value_eur": 1.131052
          },
          {
            "date": "2019-04-01",
            "year": 2019,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.131945,
            "eur_per_currency": 0.88343515,
            "value": 1.131945,
            "observations": 20,
            "value_eur": 1.131945
          },
          {
            "date": "2019-05-01",
            "year": 2019,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.130382,
            "eur_per_currency": 0.88465669,
            "value": 1.130382,
            "observations": 22,
            "value_eur": 1.130382
          },
          {
            "date": "2019-06-01",
            "year": 2019,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.116705,
            "eur_per_currency": 0.89549165,
            "value": 1.116705,
            "observations": 20,
            "value_eur": 1.116705
          },
          {
            "date": "2019-07-01",
            "year": 2019,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.107565,
            "eur_per_currency": 0.90288155,
            "value": 1.107565,
            "observations": 23,
            "value_eur": 1.107565
          },
          {
            "date": "2019-08-01",
            "year": 2019,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.089214,
            "eur_per_currency": 0.91809323,
            "value": 1.089214,
            "observations": 22,
            "value_eur": 1.089214
          },
          {
            "date": "2019-09-01",
            "year": 2019,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.09031,
            "eur_per_currency": 0.91717035,
            "value": 1.09031,
            "observations": 21,
            "value_eur": 1.09031
          },
          {
            "date": "2019-10-01",
            "year": 2019,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.098074,
            "eur_per_currency": 0.91068544,
            "value": 1.098074,
            "observations": 23,
            "value_eur": 1.098074
          },
          {
            "date": "2019-11-01",
            "year": 2019,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.097762,
            "eur_per_currency": 0.91094427,
            "value": 1.097762,
            "observations": 21,
            "value_eur": 1.097762
          },
          {
            "date": "2019-12-01",
            "year": 2019,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.092525,
            "eur_per_currency": 0.91531086,
            "value": 1.092525,
            "observations": 20,
            "value_eur": 1.092525
          },
          {
            "date": "2020-01-01",
            "year": 2020,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.07645,
            "eur_per_currency": 0.92897952,
            "value": 1.07645,
            "observations": 22,
            "value_eur": 1.07645
          },
          {
            "date": "2020-02-01",
            "year": 2020,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.06478,
            "eur_per_currency": 0.93916114,
            "value": 1.06478,
            "observations": 20,
            "value_eur": 1.06478
          },
          {
            "date": "2020-03-01",
            "year": 2020,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.059114,
            "eur_per_currency": 0.94418542,
            "value": 1.059114,
            "observations": 22,
            "value_eur": 1.059114
          },
          {
            "date": "2020-04-01",
            "year": 2020,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.054465,
            "eur_per_currency": 0.94834821,
            "value": 1.054465,
            "observations": 20,
            "value_eur": 1.054465
          },
          {
            "date": "2020-05-01",
            "year": 2020,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.05743,
            "eur_per_currency": 0.94568908,
            "value": 1.05743,
            "observations": 20,
            "value_eur": 1.05743
          },
          {
            "date": "2020-06-01",
            "year": 2020,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.071241,
            "eur_per_currency": 0.93349676,
            "value": 1.071241,
            "observations": 22,
            "value_eur": 1.071241
          },
          {
            "date": "2020-07-01",
            "year": 2020,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.071109,
            "eur_per_currency": 0.9336118,
            "value": 1.071109,
            "observations": 23,
            "value_eur": 1.071109
          },
          {
            "date": "2020-08-01",
            "year": 2020,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.076743,
            "eur_per_currency": 0.92872672,
            "value": 1.076743,
            "observations": 21,
            "value_eur": 1.076743
          },
          {
            "date": "2020-09-01",
            "year": 2020,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.078568,
            "eur_per_currency": 0.92715527,
            "value": 1.078568,
            "observations": 22,
            "value_eur": 1.078568
          },
          {
            "date": "2020-10-01",
            "year": 2020,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.073909,
            "eur_per_currency": 0.9311776,
            "value": 1.073909,
            "observations": 22,
            "value_eur": 1.073909
          },
          {
            "date": "2020-11-01",
            "year": 2020,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.078524,
            "eur_per_currency": 0.92719309,
            "value": 1.078524,
            "observations": 21,
            "value_eur": 1.078524
          },
          {
            "date": "2020-12-01",
            "year": 2020,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.081391,
            "eur_per_currency": 0.9247349,
            "value": 1.081391,
            "observations": 22,
            "value_eur": 1.081391
          },
          {
            "date": "2021-01-01",
            "year": 2021,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.079365,
            "eur_per_currency": 0.92647066,
            "value": 1.079365,
            "observations": 20,
            "value_eur": 1.079365
          },
          {
            "date": "2021-02-01",
            "year": 2021,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.085765,
            "eur_per_currency": 0.92100961,
            "value": 1.085765,
            "observations": 20,
            "value_eur": 1.085765
          },
          {
            "date": "2021-03-01",
            "year": 2021,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.10647,
            "eur_per_currency": 0.90377507,
            "value": 1.10647,
            "observations": 23,
            "value_eur": 1.10647
          },
          {
            "date": "2021-04-01",
            "year": 2021,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.10313,
            "eur_per_currency": 0.90651147,
            "value": 1.10313,
            "observations": 20,
            "value_eur": 1.10313
          },
          {
            "date": "2021-05-01",
            "year": 2021,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.096829,
            "eur_per_currency": 0.91171915,
            "value": 1.096829,
            "observations": 21,
            "value_eur": 1.096829
          },
          {
            "date": "2021-06-01",
            "year": 2021,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.094,
            "eur_per_currency": 0.91407678,
            "value": 1.094,
            "observations": 22,
            "value_eur": 1.094
          },
          {
            "date": "2021-07-01",
            "year": 2021,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.085595,
            "eur_per_currency": 0.92115384,
            "value": 1.085595,
            "observations": 22,
            "value_eur": 1.085595
          },
          {
            "date": "2021-08-01",
            "year": 2021,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.076177,
            "eur_per_currency": 0.92921518,
            "value": 1.076177,
            "observations": 22,
            "value_eur": 1.076177
          },
          {
            "date": "2021-09-01",
            "year": 2021,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.085732,
            "eur_per_currency": 0.9210376,
            "value": 1.085732,
            "observations": 22,
            "value_eur": 1.085732
          },
          {
            "date": "2021-10-01",
            "year": 2021,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.070819,
            "eur_per_currency": 0.93386464,
            "value": 1.070819,
            "observations": 21,
            "value_eur": 1.070819
          },
          {
            "date": "2021-11-01",
            "year": 2021,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.052245,
            "eur_per_currency": 0.95034902,
            "value": 1.052245,
            "observations": 22,
            "value_eur": 1.052245
          },
          {
            "date": "2021-12-01",
            "year": 2021,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.040813,
            "eur_per_currency": 0.96078738,
            "value": 1.040813,
            "observations": 23,
            "value_eur": 1.040813
          },
          {
            "date": "2022-01-01",
            "year": 2022,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.040076,
            "eur_per_currency": 0.9614682,
            "value": 1.040076,
            "observations": 21,
            "value_eur": 1.040076
          },
          {
            "date": "2022-02-01",
            "year": 2022,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.046145,
            "eur_per_currency": 0.95589044,
            "value": 1.046145,
            "observations": 20,
            "value_eur": 1.046145
          },
          {
            "date": "2022-03-01",
            "year": 2022,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.024539,
            "eur_per_currency": 0.97604874,
            "value": 1.024539,
            "observations": 23,
            "value_eur": 1.024539
          },
          {
            "date": "2022-04-01",
            "year": 2022,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.021089,
            "eur_per_currency": 0.97934656,
            "value": 1.021089,
            "observations": 19,
            "value_eur": 1.021089
          },
          {
            "date": "2022-05-01",
            "year": 2022,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.035459,
            "eur_per_currency": 0.96575528,
            "value": 1.035459,
            "observations": 22,
            "value_eur": 1.035459
          },
          {
            "date": "2022-06-01",
            "year": 2022,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 1.024473,
            "eur_per_currency": 0.97611162,
            "value": 1.024473,
            "observations": 22,
            "value_eur": 1.024473
          },
          {
            "date": "2022-07-01",
            "year": 2022,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 0.987586,
            "eur_per_currency": 1.01257004,
            "value": 0.987586,
            "observations": 21,
            "value_eur": 0.987586
          },
          {
            "date": "2022-08-01",
            "year": 2022,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 0.969039,
            "eur_per_currency": 1.03195021,
            "value": 0.969039,
            "observations": 23,
            "value_eur": 0.969039
          },
          {
            "date": "2022-09-01",
            "year": 2022,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 0.963964,
            "eur_per_currency": 1.03738314,
            "value": 0.963964,
            "observations": 22,
            "value_eur": 0.963964
          },
          {
            "date": "2022-10-01",
            "year": 2022,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 0.979052,
            "eur_per_currency": 1.02139621,
            "value": 0.979052,
            "observations": 21,
            "value_eur": 0.979052
          },
          {
            "date": "2022-11-01",
            "year": 2022,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 0.984155,
            "eur_per_currency": 1.01610011,
            "value": 0.984155,
            "observations": 22,
            "value_eur": 0.984155
          },
          {
            "date": "2022-12-01",
            "year": 2022,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 0.98649,
            "eur_per_currency": 1.01369502,
            "value": 0.98649,
            "observations": 21,
            "value_eur": 0.98649
          },
          {
            "date": "2023-01-01",
            "year": 2023,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 0.996091,
            "eur_per_currency": 1.00392434,
            "value": 0.996091,
            "observations": 22,
            "value_eur": 0.996091
          },
          {
            "date": "2023-02-01",
            "year": 2023,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 0.990485,
            "eur_per_currency": 1.0096064,
            "value": 0.990485,
            "observations": 20,
            "value_eur": 0.990485
          },
          {
            "date": "2023-03-01",
            "year": 2023,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 0.990787,
            "eur_per_currency": 1.00929867,
            "value": 0.990787,
            "observations": 23,
            "value_eur": 0.990787
          },
          {
            "date": "2023-04-01",
            "year": 2023,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 0.984561,
            "eur_per_currency": 1.0156811,
            "value": 0.984561,
            "observations": 18,
            "value_eur": 0.984561
          },
          {
            "date": "2023-05-01",
            "year": 2023,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 0.975064,
            "eur_per_currency": 1.02557371,
            "value": 0.975064,
            "observations": 22,
            "value_eur": 0.975064
          },
          {
            "date": "2023-06-01",
            "year": 2023,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 0.9764,
            "eur_per_currency": 1.02417042,
            "value": 0.9764,
            "observations": 22,
            "value_eur": 0.9764
          },
          {
            "date": "2023-07-01",
            "year": 2023,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 0.966314,
            "eur_per_currency": 1.0348603,
            "value": 0.966314,
            "observations": 21,
            "value_eur": 0.966314
          },
          {
            "date": "2023-08-01",
            "year": 2023,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 0.958752,
            "eur_per_currency": 1.0430226,
            "value": 0.958752,
            "observations": 23,
            "value_eur": 0.958752
          },
          {
            "date": "2023-09-01",
            "year": 2023,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 0.959995,
            "eur_per_currency": 1.04167209,
            "value": 0.959995,
            "observations": 21,
            "value_eur": 0.959995
          },
          {
            "date": "2023-10-01",
            "year": 2023,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 0.954732,
            "eur_per_currency": 1.04741435,
            "value": 0.954732,
            "observations": 22,
            "value_eur": 0.954732
          },
          {
            "date": "2023-11-01",
            "year": 2023,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 0.963445,
            "eur_per_currency": 1.03794197,
            "value": 0.963445,
            "observations": 22,
            "value_eur": 0.963445
          },
          {
            "date": "2023-12-01",
            "year": 2023,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 0.944132,
            "eur_per_currency": 1.05917393,
            "value": 0.944132,
            "observations": 19,
            "value_eur": 0.944132
          },
          {
            "date": "2024-01-01",
            "year": 2024,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 0.936823,
            "eur_per_currency": 1.0674375,
            "value": 0.936823,
            "observations": 22,
            "value_eur": 0.936823
          },
          {
            "date": "2024-02-01",
            "year": 2024,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 0.946219,
            "eur_per_currency": 1.05683779,
            "value": 0.946219,
            "observations": 21,
            "value_eur": 0.946219
          },
          {
            "date": "2024-03-01",
            "year": 2024,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 0.965565,
            "eur_per_currency": 1.03566306,
            "value": 0.965565,
            "observations": 20,
            "value_eur": 0.965565
          },
          {
            "date": "2024-04-01",
            "year": 2024,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 0.976067,
            "eur_per_currency": 1.02451983,
            "value": 0.976067,
            "observations": 21,
            "value_eur": 0.976067
          },
          {
            "date": "2024-05-01",
            "year": 2024,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 0.983005,
            "eur_per_currency": 1.01728882,
            "value": 0.983005,
            "observations": 22,
            "value_eur": 0.983005
          },
          {
            "date": "2024-06-01",
            "year": 2024,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 0.96155,
            "eur_per_currency": 1.03998752,
            "value": 0.96155,
            "observations": 20,
            "value_eur": 0.96155
          },
          {
            "date": "2024-07-01",
            "year": 2024,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 0.9676,
            "eur_per_currency": 1.03348491,
            "value": 0.9676,
            "observations": 23,
            "value_eur": 0.9676
          },
          {
            "date": "2024-08-01",
            "year": 2024,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 0.945009,
            "eur_per_currency": 1.05819098,
            "value": 0.945009,
            "observations": 22,
            "value_eur": 0.945009
          },
          {
            "date": "2024-09-01",
            "year": 2024,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 0.941357,
            "eur_per_currency": 1.06229624,
            "value": 0.941357,
            "observations": 21,
            "value_eur": 0.941357
          },
          {
            "date": "2024-10-01",
            "year": 2024,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 0.938583,
            "eur_per_currency": 1.06543588,
            "value": 0.938583,
            "observations": 23,
            "value_eur": 0.938583
          },
          {
            "date": "2024-11-01",
            "year": 2024,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 0.935538,
            "eur_per_currency": 1.06890367,
            "value": 0.935538,
            "observations": 21,
            "value_eur": 0.935538
          },
          {
            "date": "2024-12-01",
            "year": 2024,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 0.933925,
            "eur_per_currency": 1.07074979,
            "value": 0.933925,
            "observations": 20,
            "value_eur": 0.933925
          },
          {
            "date": "2025-01-01",
            "year": 2025,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 0.941395,
            "eur_per_currency": 1.06225336,
            "value": 0.941395,
            "observations": 22,
            "value_eur": 0.941395
          },
          {
            "date": "2025-02-01",
            "year": 2025,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 0.941345,
            "eur_per_currency": 1.06230978,
            "value": 0.941345,
            "observations": 20,
            "value_eur": 0.941345
          },
          {
            "date": "2025-03-01",
            "year": 2025,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 0.954762,
            "eur_per_currency": 1.04738144,
            "value": 0.954762,
            "observations": 21,
            "value_eur": 0.954762
          },
          {
            "date": "2025-04-01",
            "year": 2025,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 0.936995,
            "eur_per_currency": 1.06724155,
            "value": 0.936995,
            "observations": 20,
            "value_eur": 0.936995
          },
          {
            "date": "2025-05-01",
            "year": 2025,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 0.935605,
            "eur_per_currency": 1.06882712,
            "value": 0.935605,
            "observations": 21,
            "value_eur": 0.935605
          },
          {
            "date": "2025-06-01",
            "year": 2025,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 0.938033,
            "eur_per_currency": 1.06606058,
            "value": 0.938033,
            "observations": 21,
            "value_eur": 0.938033
          },
          {
            "date": "2025-07-01",
            "year": 2025,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 0.93247,
            "eur_per_currency": 1.07242056,
            "value": 0.93247,
            "observations": 23,
            "value_eur": 0.93247
          },
          {
            "date": "2025-08-01",
            "year": 2025,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 0.938667,
            "eur_per_currency": 1.06534053,
            "value": 0.938667,
            "observations": 21,
            "value_eur": 0.938667
          },
          {
            "date": "2025-09-01",
            "year": 2025,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 0.934959,
            "eur_per_currency": 1.06956562,
            "value": 0.934959,
            "observations": 22,
            "value_eur": 0.934959
          },
          {
            "date": "2025-10-01",
            "year": 2025,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 0.92893,
            "eur_per_currency": 1.07650738,
            "value": 0.92893,
            "observations": 23,
            "value_eur": 0.92893
          },
          {
            "date": "2025-11-01",
            "year": 2025,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 0.928965,
            "eur_per_currency": 1.07646682,
            "value": 0.928965,
            "observations": 20,
            "value_eur": 0.928965
          },
          {
            "date": "2025-12-01",
            "year": 2025,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 0.933162,
            "eur_per_currency": 1.07162529,
            "value": 0.933162,
            "observations": 21,
            "value_eur": 0.933162
          },
          {
            "date": "2026-01-01",
            "year": 2026,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 0.927195,
            "eur_per_currency": 1.07852178,
            "value": 0.927195,
            "observations": 21,
            "value_eur": 0.927195
          },
          {
            "date": "2026-02-01",
            "year": 2026,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 0.914035,
            "eur_per_currency": 1.09405001,
            "value": 0.914035,
            "observations": 20,
            "value_eur": 0.914035
          },
          {
            "date": "2026-03-01",
            "year": 2026,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 0.909427,
            "eur_per_currency": 1.09959348,
            "value": 0.909427,
            "observations": 22,
            "value_eur": 0.909427
          },
          {
            "date": "2026-04-01",
            "year": 2026,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 0.921345,
            "eur_per_currency": 1.08536976,
            "value": 0.921345,
            "observations": 20,
            "value_eur": 0.921345
          },
          {
            "date": "2026-05-01",
            "year": 2026,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 0.914945,
            "eur_per_currency": 1.09296187,
            "value": 0.914945,
            "observations": 20,
            "value_eur": 0.914945
          },
          {
            "date": "2026-06-01",
            "year": 2026,
            "frequency": "monthly",
            "currency": "CHF",
            "currency_name": "Swiss franc",
            "currency_per_eur": 0.919567,
            "eur_per_currency": 1.08746834,
            "value": 0.919567,
            "observations": 15,
            "value_eur": 0.919567
          }
        ],
        "source_url": "/indicators/macroeconomics/exchange-rates/chf-eur-exchange-rate/"
      },
      "extra_graphs": [],
      "metric_card_ids": [
        "exchange_rate"
      ],
      "supplemental_table_ids": [
        "exchange_rate_latest_rows"
      ],
      "indicator_refs": [
        12
      ]
    }
  ],
  "supplemental_tables": [
    {
      "id": "consumer_market_size_peer_comparison",
      "title": "Consumer market size peer comparison",
      "summary": "Consumer market size peer comparison",
      "indicator_key": "consumer_market_size",
      "indicator_ref": 1,
      "source_table_id": "consumer_market_size_peer_comparison",
      "columns": [
        "name",
        "label",
        "year",
        "value_local",
        "value",
        "cur",
        "local_currency"
      ],
      "rows": [
        {
          "name": "Germany",
          "label": "DE",
          "value": 39173.0,
          "year": "2024",
          "period_label": "2024",
          "previous_year": "2023",
          "previous_value": 40579.0,
          "value_local": null,
          "cur": null,
          "local_currency": null
        },
        {
          "name": "Italy",
          "label": "IT",
          "value": 26355.0,
          "year": "2024",
          "period_label": "2024",
          "previous_year": "2023",
          "previous_value": 26131.2,
          "value_local": null,
          "cur": null,
          "local_currency": null
        },
        {
          "name": "France",
          "label": "FR",
          "value": 17636.3,
          "year": "2024",
          "period_label": "2024",
          "previous_year": "2023",
          "previous_value": 18469.9,
          "value_local": null,
          "cur": null,
          "local_currency": null
        },
        {
          "name": "Netherlands",
          "label": "NL",
          "value": 11768.0,
          "year": "2024",
          "period_label": "2024",
          "previous_year": "2023",
          "previous_value": 11552.0,
          "value_local": null,
          "cur": null,
          "local_currency": null
        },
        {
          "name": "Spain",
          "label": "ES",
          "value": 10101.0,
          "year": "2024",
          "period_label": "2024",
          "previous_year": "2023",
          "previous_value": 10023.0,
          "value_local": null,
          "cur": null,
          "local_currency": null
        },
        {
          "name": "Poland",
          "label": "PL",
          "value": 5951.6,
          "year": "2024",
          "period_label": "2024",
          "previous_year": "2023",
          "previous_value": 6461.0,
          "value_local": 25626.1,
          "cur": "PLN",
          "local_currency": "PLN"
        },
        {
          "name": "Austria",
          "label": "AT",
          "value": 5804.5,
          "year": "2024",
          "period_label": "2024",
          "previous_year": "2023",
          "previous_value": 6090.5,
          "value_local": null,
          "cur": null,
          "local_currency": null
        },
        {
          "name": "Belgium",
          "label": "BE",
          "value": 5571.3,
          "year": "2024",
          "period_label": "2024",
          "previous_year": "2023",
          "previous_value": 5501.8,
          "value_local": null,
          "cur": null,
          "local_currency": null
        },
        {
          "name": "Sweden",
          "label": "SE",
          "value": 3980.9,
          "year": "2024",
          "period_label": "2024",
          "previous_year": "2023",
          "previous_value": 4116.5,
          "value_local": 45505.3,
          "cur": "SEK",
          "local_currency": "SEK"
        },
        {
          "name": "Switzerland",
          "label": "CH",
          "value": 3924.4,
          "year": "2024",
          "period_label": "2024",
          "previous_year": "2023",
          "previous_value": 3951.9,
          "value_local": 3738.4,
          "cur": "CHF",
          "local_currency": "CHF"
        }
      ]
    },
    {
      "id": "consumer_expenditure_per_capita_peer_comparison",
      "title": "Furniture expenditure per capita peer comparison",
      "summary": "Furniture expenditure per capita peer comparison",
      "indicator_key": "consumer_market_size",
      "indicator_ref": 1,
      "source_table_id": "consumer_expenditure_per_capita_peer_comparison",
      "columns": [
        "name",
        "geo",
        "year",
        "value_per_capita",
        "metric_value",
        "population"
      ],
      "rows": [
        {
          "name": "LU",
          "label": "LU",
          "geo": "LU",
          "year": "2024",
          "value_per_capita": 788.33,
          "metric_value": 529800000.0,
          "population": 672050
        },
        {
          "name": "Netherlands",
          "label": "NL",
          "geo": "NL",
          "year": "2024",
          "value_per_capita": 655.86,
          "metric_value": 11768000000.0,
          "population": 17942942
        },
        {
          "name": "Austria",
          "label": "AT",
          "geo": "AT",
          "year": "2024",
          "value_per_capita": 633.77,
          "metric_value": 5804500000.0,
          "population": 9158750
        },
        {
          "name": "Denmark",
          "label": "DK",
          "geo": "DK",
          "year": "2024",
          "value_per_capita": 506.0,
          "metric_value": 3016400000.0,
          "population": 5961249
        },
        {
          "name": "Belgium",
          "label": "BE",
          "geo": "BE",
          "year": "2024",
          "value_per_capita": 471.46,
          "metric_value": 5571300000.0,
          "population": 11817096
        },
        {
          "name": "Germany",
          "label": "DE",
          "geo": "DE",
          "year": "2024",
          "value_per_capita": 469.38,
          "metric_value": 39173000000.0,
          "population": 83456045
        },
        {
          "name": "Italy",
          "label": "IT",
          "geo": "IT",
          "year": "2024",
          "value_per_capita": 446.91,
          "metric_value": 26355000000.0,
          "population": 58971230
        },
        {
          "name": "Ireland",
          "label": "IE",
          "geo": "IE",
          "year": "2024",
          "value_per_capita": 405.76,
          "metric_value": 2171500000.0,
          "population": 5351681
        },
        {
          "name": "Sweden",
          "label": "SE",
          "geo": "SE",
          "year": "2024",
          "value_per_capita": 377.28,
          "metric_value": 3980900000.0,
          "population": 10551707
        },
        {
          "name": "Finland",
          "label": "FI",
          "geo": "FI",
          "year": "2024",
          "value_per_capita": 303.9,
          "metric_value": 1703000000.0,
          "population": 5603851
        }
      ]
    },
    {
      "id": "production_latest_rows",
      "title": "Production turnover latest six monthly YoY readings",
      "summary": "Latest six monthly YoY readings",
      "indicator_key": "production_turnover",
      "indicator_ref": 3,
      "source_table_id": "latest_six_monthly_yoy",
      "columns": [
        "date",
        "value",
        "yoy_pct"
      ],
      "rows": [
        {
          "date": "2025-10-01",
          "geo": "CH",
          "value_nominal": 216162074.29292428,
          "value_real": null,
          "cur": "CHF",
          "local_currency": "CHF",
          "value_nominal_local": 200799529.7,
          "value_real_local": null,
          "yoy_pct": 0.9,
          "previous_year_value": 214156759.6,
          "previous_year_date": "2024-10"
        },
        {
          "date": "2025-11-01",
          "geo": "CH",
          "value_nominal": 216162074.29292428,
          "value_real": null,
          "cur": "CHF",
          "local_currency": "CHF",
          "value_nominal_local": 200807001.3,
          "value_real_local": null,
          "yoy_pct": 0.9,
          "previous_year_value": 214156759.6,
          "previous_year_date": "2024-11"
        },
        {
          "date": "2025-12-01",
          "geo": "CH",
          "value_nominal": 216162074.29292428,
          "value_real": null,
          "cur": "CHF",
          "local_currency": "CHF",
          "value_nominal_local": 201714213.0,
          "value_real_local": null,
          "yoy_pct": 0.9,
          "previous_year_value": 214156759.6,
          "previous_year_date": "2024-12"
        },
        {
          "date": "2026-01-01",
          "geo": "CH",
          "value_nominal": 212498978.18892458,
          "value_real": null,
          "cur": "CHF",
          "local_currency": "CHF",
          "value_nominal_local": 197028040.7,
          "value_real_local": null,
          "yoy_pct": 2.5,
          "previous_year_value": 207306663.6,
          "previous_year_date": "2025-01"
        },
        {
          "date": "2026-02-01",
          "geo": "CH",
          "value_nominal": 212498978.18892458,
          "value_real": null,
          "cur": "CHF",
          "local_currency": "CHF",
          "value_nominal_local": 194231503.5,
          "value_real_local": null,
          "yoy_pct": 2.5,
          "previous_year_value": 207306663.6,
          "previous_year_date": "2025-02"
        },
        {
          "date": "2026-03-01",
          "geo": "CH",
          "value_nominal": 212498978.18892458,
          "value_real": null,
          "cur": "CHF",
          "local_currency": "CHF",
          "value_nominal_local": 193252366.2,
          "value_real_local": null,
          "yoy_pct": 2.5,
          "previous_year_value": 207306663.6,
          "previous_year_date": "2025-03"
        }
      ]
    },
    {
      "id": "ppi_peer_six_month_yoy",
      "title": "Producer price six-month YoY peer comparison",
      "summary": "Latest six-month producer-price YoY peer comparison",
      "indicator_key": "producer_price",
      "indicator_ref": 4,
      "source_table_id": "ppi_peer_six_month_yoy",
      "columns": [
        "name",
        "geo",
        "period_start",
        "period_end",
        "value",
        "previous_year_value",
        "yoy_pct"
      ],
      "rows": [
        {
          "name": "Czechia",
          "label": "CZ",
          "geo": "CZ",
          "period_start": "2024-03",
          "period_end": "2024-08",
          "months_count": 6,
          "value": 120.4,
          "previous_year_value": 109.7,
          "yoy_pct": 9.8
        },
        {
          "name": "Bulgaria",
          "label": "BG",
          "geo": "BG",
          "period_start": "2024-03",
          "period_end": "2024-08",
          "months_count": 6,
          "value": 135.3,
          "previous_year_value": 123.8,
          "yoy_pct": 9.3
        },
        {
          "name": "Ukraine",
          "label": "UA",
          "geo": "UA",
          "period_start": "2024-03",
          "period_end": "2024-08",
          "months_count": 6,
          "value": 147.2,
          "previous_year_value": 138.3,
          "yoy_pct": 6.4
        },
        {
          "name": "Belgium",
          "label": "BE",
          "geo": "BE",
          "period_start": "2024-03",
          "period_end": "2024-08",
          "months_count": 6,
          "value": 130.6,
          "previous_year_value": 123.5,
          "yoy_pct": 5.7
        },
        {
          "name": "Norway",
          "label": "NO",
          "geo": "NO",
          "period_start": "2024-03",
          "period_end": "2024-08",
          "months_count": 6,
          "value": 127.2,
          "previous_year_value": 121.1,
          "yoy_pct": 5.0
        },
        {
          "name": "Romania",
          "label": "RO",
          "geo": "RO",
          "period_start": "2024-03",
          "period_end": "2024-08",
          "months_count": 6,
          "value": 131.0,
          "previous_year_value": 125.5,
          "yoy_pct": 4.4
        },
        {
          "name": "Hungary",
          "label": "HU",
          "geo": "HU",
          "period_start": "2024-03",
          "period_end": "2024-08",
          "months_count": 6,
          "value": 142.8,
          "previous_year_value": 137.5,
          "yoy_pct": 3.9
        },
        {
          "name": "Greece",
          "label": "GR",
          "geo": "GR",
          "period_start": "2024-03",
          "period_end": "2024-08",
          "months_count": 6,
          "value": 109.7,
          "previous_year_value": 105.9,
          "yoy_pct": 3.6
        },
        {
          "name": "Netherlands",
          "label": "NL",
          "geo": "NL",
          "period_start": "2024-03",
          "period_end": "2024-08",
          "months_count": 6,
          "value": 128.0,
          "previous_year_value": 123.7,
          "yoy_pct": 3.5
        },
        {
          "name": "Austria",
          "label": "AT",
          "geo": "AT",
          "period_start": "2024-03",
          "period_end": "2024-08",
          "months_count": 6,
          "value": 115.5,
          "previous_year_value": 112.5,
          "yoy_pct": 2.6
        }
      ]
    },
    {
      "id": "retail_latest_rows",
      "title": "Retail turnover latest years",
      "summary": "Latest six monthly YoY readings",
      "indicator_key": "retail_turnover",
      "indicator_ref": 2,
      "source_table_id": "latest_six_monthly_yoy",
      "columns": [
        "date",
        "value",
        "yoy_pct"
      ],
      "rows": [
        {
          "date": "2025-11-01",
          "geo": "CH",
          "value": 411.642,
          "value_local": 411.642,
          "value_eur": 443.119,
          "cur": "CHF",
          "local_currency": "CHF",
          "source_dataset_id": "retail/market_size/ch_furniture_retail_turnover_monthly",
          "source_frequency": "monthly",
          "source_method": "nowcast_from_ch_g475_index_yoy",
          "monthly_source_code": "Eurostat STS_TRTU_M CH G475 NETTUR NSA I21",
          "monthly_source_label": "Retail sale of other household equipment in specialised stores",
          "index": 106.4,
          "yoy_pct": -1.1,
          "previous_year_value": 416.3,
          "previous_year_date": "2024-11"
        },
        {
          "date": "2025-12-01",
          "geo": "CH",
          "value": 428.665,
          "value_local": 428.665,
          "value_eur": 459.368,
          "cur": "CHF",
          "local_currency": "CHF",
          "source_dataset_id": "retail/market_size/ch_furniture_retail_turnover_monthly",
          "source_frequency": "monthly",
          "source_method": "nowcast_from_ch_g475_index_yoy",
          "monthly_source_code": "Eurostat STS_TRTU_M CH G475 NETTUR NSA I21",
          "monthly_source_label": "Retail sale of other household equipment in specialised stores",
          "index": 110.8,
          "yoy_pct": 6.6,
          "previous_year_value": 402.0,
          "previous_year_date": "2024-12"
        },
        {
          "date": "2026-01-01",
          "geo": "CH",
          "value": 341.617,
          "value_local": 341.617,
          "value_eur": 368.441,
          "cur": "CHF",
          "local_currency": "CHF",
          "source_dataset_id": "retail/market_size/ch_furniture_retail_turnover_monthly",
          "source_frequency": "monthly",
          "source_method": "nowcast_from_ch_g475_index_yoy",
          "monthly_source_code": "Eurostat STS_TRTU_M CH G475 NETTUR NSA I21",
          "monthly_source_label": "Retail sale of other household equipment in specialised stores",
          "index": 88.3,
          "yoy_pct": -4.5,
          "previous_year_value": 357.9,
          "previous_year_date": "2025-01"
        },
        {
          "date": "2026-02-01",
          "geo": "CH",
          "value": 286.293,
          "value_local": 286.293,
          "value_eur": 313.218,
          "cur": "CHF",
          "local_currency": "CHF",
          "source_dataset_id": "retail/market_size/ch_furniture_retail_turnover_monthly",
          "source_frequency": "monthly",
          "source_method": "nowcast_from_ch_g475_index_yoy",
          "monthly_source_code": "Eurostat STS_TRTU_M CH G475 NETTUR NSA I21",
          "monthly_source_label": "Retail sale of other household equipment in specialised stores",
          "index": 74.0,
          "yoy_pct": -2.0,
          "previous_year_value": 292.1,
          "previous_year_date": "2025-02"
        },
        {
          "date": "2026-03-01",
          "geo": "CH",
          "value": 353.223,
          "value_local": 353.223,
          "value_eur": 388.402,
          "cur": "CHF",
          "local_currency": "CHF",
          "source_dataset_id": "retail/market_size/ch_furniture_retail_turnover_monthly",
          "source_frequency": "monthly",
          "source_method": "nowcast_from_ch_g475_index_yoy",
          "monthly_source_code": "Eurostat STS_TRTU_M CH G475 NETTUR NSA I21",
          "monthly_source_label": "Retail sale of other household equipment in specialised stores",
          "index": 91.3,
          "yoy_pct": -4.3,
          "previous_year_value": 369.1,
          "previous_year_date": "2025-03"
        },
        {
          "date": "2026-04-01",
          "geo": "CH",
          "value": 360.187,
          "value_local": 360.187,
          "value_eur": 390.936,
          "cur": "CHF",
          "local_currency": "CHF",
          "source_dataset_id": "retail/market_size/ch_furniture_retail_turnover_monthly",
          "source_frequency": "monthly",
          "source_method": "nowcast_from_ch_g475_index_yoy",
          "monthly_source_code": "Eurostat STS_TRTU_M CH G475 NETTUR NSA I21",
          "monthly_source_label": "Retail sale of other household equipment in specialised stores",
          "index": 93.1,
          "yoy_pct": 1.0,
          "previous_year_value": 356.7,
          "previous_year_date": "2025-04"
        }
      ]
    },
    {
      "id": "product_search_latest_rows",
      "title": "Product search trend latest months",
      "summary": "",
      "indicator_key": "product_search",
      "indicator_ref": 8,
      "columns": [
        "date",
        "value"
      ],
      "rows": [
        {
          "date": "2025-11-01",
          "value": 155.02480645782356,
          "geo": "ch"
        },
        {
          "date": "2025-12-01",
          "value": 139.38314163413511,
          "geo": "ch"
        },
        {
          "date": "2026-01-01",
          "value": 156.20860070579533,
          "geo": "ch"
        },
        {
          "date": "2026-02-01",
          "value": 142.48043205147016,
          "geo": "ch"
        },
        {
          "date": "2026-03-01",
          "value": 134.64973249297728,
          "geo": "ch"
        },
        {
          "date": "2026-04-01",
          "value": 136.3467575579564,
          "geo": "ch"
        }
      ]
    },
    {
      "id": "imports_latest_rows",
      "title": "Furniture imports latest years",
      "summary": "",
      "indicator_key": "imports_yearly",
      "indicator_ref": 5,
      "columns": [
        "year",
        "value"
      ],
      "rows": [
        {
          "x_axis": "2020",
          "value": 2.98,
          "value_label": "2.98",
          "comment": "",
          "is_preliminary": false,
          "style_hint": "solid",
          "fill_hint": "solid",
          "value_local": 2983316180.9,
          "value_eur": 2785182424.2,
          "months_available": 12
        },
        {
          "x_axis": "2021",
          "value": 3.39,
          "value_label": "3.39",
          "comment": "",
          "is_preliminary": false,
          "style_hint": "solid",
          "fill_hint": "solid",
          "value_local": 3387182034.7,
          "value_eur": 3131558715.4,
          "months_available": 12
        },
        {
          "x_axis": "2022",
          "value": 3.45,
          "value_label": "3.45",
          "comment": "",
          "is_preliminary": false,
          "style_hint": "solid",
          "fill_hint": "solid",
          "value_local": 3447796118.4,
          "value_eur": 3428991149.0,
          "months_available": 12
        },
        {
          "x_axis": "2023",
          "value": 3.25,
          "value_label": "3.25",
          "comment": "",
          "is_preliminary": false,
          "style_hint": "solid",
          "fill_hint": "solid",
          "value_local": 3251719773.7,
          "value_eur": 3344579977.6,
          "months_available": 12
        },
        {
          "x_axis": "2024",
          "value": 3.15,
          "value_label": "3.15",
          "comment": "",
          "is_preliminary": false,
          "style_hint": "solid",
          "fill_hint": "solid",
          "value_local": 3146929156.1,
          "value_eur": 3302097618.4,
          "months_available": 12
        },
        {
          "x_axis": "2025",
          "value": 3.14,
          "value_label": "3.14",
          "comment": "",
          "is_preliminary": false,
          "style_hint": "solid",
          "fill_hint": "solid",
          "value_local": 3138728156.5,
          "value_eur": 3349498228.7,
          "months_available": 12
        }
      ]
    },
    {
      "id": "import_partner_development",
      "title": "Import partner development",
      "summary": "Latest 12 months versus previous 12 months by supplier country",
      "indicator_key": "imports_by_country",
      "indicator_ref": 6,
      "source_table_id": "import_partner_development",
      "columns": [
        "name",
        "label",
        "period_start",
        "period_end",
        "value",
        "previous_value",
        "yoy_pct"
      ],
      "rows": [
        {
          "name": "DE",
          "label": "DE",
          "group": "DE",
          "period_start": "2025-06",
          "period_end": "2026-05",
          "previous_period_start": "2024-06",
          "previous_period_end": "2025-05",
          "value": 999.1,
          "previous_value": 1008.6,
          "yoy_pct": -0.9
        },
        {
          "name": "IT",
          "label": "IT",
          "group": "IT",
          "period_start": "2025-06",
          "period_end": "2026-05",
          "previous_period_start": "2024-06",
          "previous_period_end": "2025-05",
          "value": 517.8,
          "previous_value": 524.0,
          "yoy_pct": -1.2
        },
        {
          "name": "CN",
          "label": "CN",
          "group": "CN",
          "period_start": "2025-06",
          "period_end": "2026-05",
          "previous_period_start": "2024-06",
          "previous_period_end": "2025-05",
          "value": 392.0,
          "previous_value": 368.6,
          "yoy_pct": 6.4
        },
        {
          "name": "PL",
          "label": "PL",
          "group": "PL",
          "period_start": "2025-06",
          "period_end": "2026-05",
          "previous_period_start": "2024-06",
          "previous_period_end": "2025-05",
          "value": 282.9,
          "previous_value": 279.3,
          "yoy_pct": 1.3
        },
        {
          "name": "FR",
          "label": "FR",
          "group": "FR",
          "period_start": "2025-06",
          "period_end": "2026-05",
          "previous_period_start": "2024-06",
          "previous_period_end": "2025-05",
          "value": 150.2,
          "previous_value": 142.6,
          "yoy_pct": 5.4
        },
        {
          "name": "AT",
          "label": "AT",
          "group": "AT",
          "period_start": "2025-06",
          "period_end": "2026-05",
          "previous_period_start": "2024-06",
          "previous_period_end": "2025-05",
          "value": 120.0,
          "previous_value": 116.2,
          "yoy_pct": 3.2
        },
        {
          "name": "LT",
          "label": "LT",
          "group": "LT",
          "period_start": "2025-06",
          "period_end": "2026-05",
          "previous_period_start": "2024-06",
          "previous_period_end": "2025-05",
          "value": 52.9,
          "previous_value": 56.1,
          "yoy_pct": -5.8
        },
        {
          "name": "RS",
          "label": "RS",
          "group": "RS",
          "period_start": "2025-06",
          "period_end": "2026-05",
          "previous_period_start": "2024-06",
          "previous_period_end": "2025-05",
          "value": 49.2,
          "previous_value": 43.0,
          "yoy_pct": 14.3
        },
        {
          "name": "ES",
          "label": "ES",
          "group": "ES",
          "period_start": "2025-06",
          "period_end": "2026-05",
          "previous_period_start": "2024-06",
          "previous_period_end": "2025-05",
          "value": 35.8,
          "previous_value": 39.7,
          "yoy_pct": -9.8
        },
        {
          "name": "TR",
          "label": "TR",
          "group": "TR",
          "period_start": "2025-06",
          "period_end": "2026-05",
          "previous_period_start": "2024-06",
          "previous_period_end": "2025-05",
          "value": 34.6,
          "previous_value": 34.0,
          "yoy_pct": 1.9
        },
        {
          "name": "Others",
          "label": "Others",
          "group": "Others",
          "period_start": "2025-06",
          "period_end": "2026-05",
          "previous_period_start": "2024-06",
          "previous_period_end": "2025-05",
          "value": 483.9,
          "previous_value": 524.7,
          "yoy_pct": -7.8
        }
      ]
    },
    {
      "id": "import_partner_latest_rows",
      "title": "Import partner latest shares",
      "summary": "",
      "indicator_key": "imports_by_country",
      "indicator_ref": 6,
      "columns": [
        "name",
        "value"
      ],
      "rows": [
        {
          "name": "DE",
          "label": "DE",
          "value": 0.3202
        },
        {
          "name": "IT",
          "label": "IT",
          "value": 0.1659
        },
        {
          "name": "CN",
          "label": "CN",
          "value": 0.1256
        },
        {
          "name": "PL",
          "label": "PL",
          "value": 0.0907
        },
        {
          "name": "FR",
          "label": "FR",
          "value": 0.0481
        },
        {
          "name": "AT",
          "label": "AT",
          "value": 0.0384
        },
        {
          "name": "LT",
          "label": "LT",
          "value": 0.0169
        },
        {
          "name": "RS",
          "label": "RS",
          "value": 0.0158
        },
        {
          "name": "ES",
          "label": "ES",
          "value": 0.0115
        },
        {
          "name": "TR",
          "label": "TR",
          "value": 0.0111
        }
      ]
    },
    {
      "id": "import_share_latest_rows",
      "title": "Import share latest years",
      "summary": "",
      "indicator_key": "import_share",
      "indicator_ref": 9,
      "columns": [
        "year",
        "value"
      ],
      "rows": [
        {
          "year": "2020",
          "geo": "CH",
          "import_share": 82.7,
          "value": 82.7,
          "imports_chf_million": 5966.6,
          "exports_chf_million": 899.2,
          "production_chf_million": 2144.8,
          "apparent_consumption_chf_million": 7212.2,
          "imports_eur_million": 5570.4,
          "exports_eur_million": 839.5,
          "production_eur_million": 2002.6,
          "apparent_consumption_eur_million": 6733.5
        },
        {
          "year": "2021",
          "geo": "CH",
          "import_share": 84.2,
          "value": 84.2,
          "imports_chf_million": 6774.4,
          "exports_chf_million": 985.6,
          "production_chf_million": 2256.2,
          "apparent_consumption_chf_million": 8045.0,
          "imports_eur_million": 6263.1,
          "exports_eur_million": 911.3,
          "production_eur_million": 2088.6,
          "apparent_consumption_eur_million": 7440.4
        },
        {
          "year": "2022",
          "geo": "CH",
          "import_share": 84.6,
          "value": 84.6,
          "imports_chf_million": 6895.6,
          "exports_chf_million": 1041.7,
          "production_chf_million": 2297.4,
          "apparent_consumption_chf_million": 8151.3,
          "imports_eur_million": 6858.0,
          "exports_eur_million": 1037.6,
          "production_eur_million": 2285.4,
          "apparent_consumption_eur_million": 8105.8
        },
        {
          "year": "2023",
          "geo": "CH",
          "import_share": 83.9,
          "value": 83.9,
          "imports_chf_million": 6503.4,
          "exports_chf_million": 1057.1,
          "production_chf_million": 2300.9,
          "apparent_consumption_chf_million": 7747.2,
          "imports_eur_million": 6689.2,
          "exports_eur_million": 1087.9,
          "production_eur_million": 2368.3,
          "apparent_consumption_eur_million": 7969.6
        },
        {
          "year": "2024",
          "geo": "CH",
          "import_share": 83.7,
          "value": 83.7,
          "imports_chf_million": 6293.9,
          "exports_chf_million": 1053.5,
          "production_chf_million": 2283.3,
          "apparent_consumption_chf_million": 7523.6,
          "imports_eur_million": 6604.2,
          "exports_eur_million": 1105.5,
          "production_eur_million": 2397.4,
          "apparent_consumption_eur_million": 7896.1
        },
        {
          "year": "2025",
          "geo": "CH",
          "import_share": 82.9,
          "value": 82.9,
          "imports_chf_million": 6277.5,
          "exports_chf_million": 1093.3,
          "production_chf_million": 2386.6,
          "apparent_consumption_chf_million": 7570.8,
          "imports_eur_million": 6699.0,
          "exports_eur_million": 1166.9,
          "production_eur_million": 2547.0,
          "apparent_consumption_eur_million": 8079.1
        }
      ]
    },
    {
      "id": "exports_latest_rows",
      "title": "Furniture exports latest years",
      "summary": "",
      "indicator_key": "exports_yearly",
      "indicator_ref": 10,
      "columns": [
        "year",
        "value"
      ],
      "rows": [
        {
          "x_axis": "2020",
          "value": 449.6,
          "value_label": "449.6",
          "comment": "",
          "is_preliminary": false,
          "style_hint": "solid",
          "fill_hint": "solid",
          "value_local": 449607041.5,
          "value_eur": 419742716.2,
          "months_available": 12
        },
        {
          "x_axis": "2021",
          "value": 492.8,
          "value_label": "492.8",
          "comment": "",
          "is_preliminary": false,
          "style_hint": "solid",
          "fill_hint": "solid",
          "value_local": 492776200.9,
          "value_eur": 455647211.5,
          "months_available": 12
        },
        {
          "x_axis": "2022",
          "value": 520.8,
          "value_label": "520.8",
          "comment": "",
          "is_preliminary": false,
          "style_hint": "solid",
          "fill_hint": "solid",
          "value_local": 520836396.4,
          "value_eur": 518814982.4,
          "months_available": 12
        },
        {
          "x_axis": "2023",
          "value": 528.5,
          "value_label": "528.5",
          "comment": "",
          "is_preliminary": false,
          "style_hint": "solid",
          "fill_hint": "solid",
          "value_local": 528544878.4,
          "value_eur": 543927228.2,
          "months_available": 12
        },
        {
          "x_axis": "2024",
          "value": 526.8,
          "value_label": "526.8",
          "comment": "",
          "is_preliminary": false,
          "style_hint": "solid",
          "fill_hint": "solid",
          "value_local": 526765484.5,
          "value_eur": 552734685.1,
          "months_available": 12
        },
        {
          "x_axis": "2025",
          "value": 546.6,
          "value_label": "546.6",
          "comment": "",
          "is_preliminary": false,
          "style_hint": "solid",
          "fill_hint": "solid",
          "value_local": 546639107.5,
          "value_eur": 583440899.7,
          "months_available": 12
        }
      ]
    },
    {
      "id": "export_partner_latest_rows",
      "title": "Export destination latest shares",
      "summary": "",
      "indicator_key": "exports_by_country",
      "indicator_ref": 11,
      "columns": [
        "name",
        "value"
      ],
      "rows": [
        {
          "name": "DE",
          "label": "DE",
          "value": 0.3864
        },
        {
          "name": "FR",
          "label": "FR",
          "value": 0.1113
        },
        {
          "name": "US",
          "label": "US",
          "value": 0.0875
        },
        {
          "name": "GB",
          "label": "GB",
          "value": 0.0416
        },
        {
          "name": "AT",
          "label": "AT",
          "value": 0.031
        },
        {
          "name": "IT",
          "label": "IT",
          "value": 0.0299
        },
        {
          "name": "JP",
          "label": "JP",
          "value": 0.023
        },
        {
          "name": "CN",
          "label": "CN",
          "value": 0.0197
        },
        {
          "name": "KR",
          "label": "KR",
          "value": 0.0189
        },
        {
          "name": "BE",
          "label": "BE",
          "value": 0.0142
        }
      ]
    },
    {
      "id": "exchange_rate_latest_rows",
      "title": "CHF/EUR latest months",
      "summary": "",
      "indicator_key": "exchange_rate",
      "indicator_ref": 12,
      "columns": [
        "date",
        "value"
      ],
      "rows": [
        {
          "date": "2026-01-01",
          "year": 2026,
          "frequency": "monthly",
          "currency": "CHF",
          "currency_name": "Swiss franc",
          "currency_per_eur": 0.927195,
          "eur_per_currency": 1.07852178,
          "value": 0.927195,
          "observations": 21,
          "value_eur": 0.927195
        },
        {
          "date": "2026-02-01",
          "year": 2026,
          "frequency": "monthly",
          "currency": "CHF",
          "currency_name": "Swiss franc",
          "currency_per_eur": 0.914035,
          "eur_per_currency": 1.09405001,
          "value": 0.914035,
          "observations": 20,
          "value_eur": 0.914035
        },
        {
          "date": "2026-03-01",
          "year": 2026,
          "frequency": "monthly",
          "currency": "CHF",
          "currency_name": "Swiss franc",
          "currency_per_eur": 0.909427,
          "eur_per_currency": 1.09959348,
          "value": 0.909427,
          "observations": 22,
          "value_eur": 0.909427
        },
        {
          "date": "2026-04-01",
          "year": 2026,
          "frequency": "monthly",
          "currency": "CHF",
          "currency_name": "Swiss franc",
          "currency_per_eur": 0.921345,
          "eur_per_currency": 1.08536976,
          "value": 0.921345,
          "observations": 20,
          "value_eur": 0.921345
        },
        {
          "date": "2026-05-01",
          "year": 2026,
          "frequency": "monthly",
          "currency": "CHF",
          "currency_name": "Swiss franc",
          "currency_per_eur": 0.914945,
          "eur_per_currency": 1.09296187,
          "value": 0.914945,
          "observations": 20,
          "value_eur": 0.914945
        },
        {
          "date": "2026-06-01",
          "year": 2026,
          "frequency": "monthly",
          "currency": "CHF",
          "currency_name": "Swiss franc",
          "currency_per_eur": 0.919567,
          "eur_per_currency": 1.08746834,
          "value": 0.919567,
          "observations": 15,
          "value_eur": 0.919567
        }
      ]
    }
  ],
  "crawl": {
    "type": "country_furniture_market_hub",
    "canonical_url": "https://www.furnilytics.com/market/switzerland-furniture-market-hub/",
    "json_url": "https://data.furnilytics.com/market-hubs/switzerland-furniture-market-hub.json",
    "title": "Switzerland Furniture Market Hub",
    "meta_title": "Switzerland Furniture Market Hub | Furnilytics",
    "meta_description": "Monthly Switzerland furniture market hub with consumer demand, retail turnover, production, imports, import share, producer prices, CHF/EUR, confidence and product-search indicators.",
    "country": {
      "name": "Switzerland",
      "geo": "CH",
      "role": "import-exposed non-euro furniture demand market"
    },
    "market": {
      "name": "Furniture",
      "scope": "Furniture retail, production, consumer demand, imports, exports, exchange-rate and demand context"
    },
    "market_data_updated_at": "2026-06-26",
    "refresh_frequency": "monthly",
    "executive_summary": "Switzerland's furniture market is characterized as an import-exposed non-euro demand market, where high purchasing power and premium retail demand significantly influence market dynamics. The consumer market size reflects a recovering trend, supported by a stable retail turnover despite recent fluctuations. This suggests that while consumer confidence remains a headwind, the overall demand for furniture is resilient, bolstered by the country's strong reliance on imports and cross-border European sourcing [1]. Retail 6-month momentum is -0.7% year over year, supporting a cautious near-term demand read. [2] The production sector is also showing signs of recovery, indicating a potential alignment with the improving consumer sentiment. However, the high import share underscores the market's dependence on foreign suppliers, which is further complicated by the local currency's strength against the euro. This exchange-rate context may impact pricing strategies and competitiveness within the market, as producers navigate the implications of currency movements on their cost structures [5].",
    "key_measurements": [
      {
        "metric": "Consumer market size",
        "latest_value": "3.8 billion Swiss francs (4.0 billion euro)",
        "status": "Recovering",
        "context": "+0.5% annual change",
        "source_ref": 1
      },
      {
        "metric": "Retail market size",
        "latest_value": "4.3 billion Swiss francs (4.6 billion euro)",
        "status": "Stable",
        "context": "-0.7% six-month YoY",
        "source_ref": 2
      },
      {
        "metric": "Production market size",
        "latest_value": "2.4 billion Swiss francs (2.5 billion euro)",
        "status": "Recovering",
        "context": "+1.7% six-month YoY",
        "source_ref": 3
      },
      {
        "metric": "Producer price index",
        "latest_value": "106.9 index points",
        "status": "Easing pressure",
        "context": "+0.2 pp six-month YoY",
        "source_ref": 4
      },
      {
        "metric": "Import share",
        "latest_value": "82.9%",
        "status": "High dependence",
        "context": "-0.8 pp recent change",
        "source_ref": 9
      },
      {
        "metric": "Furniture imports",
        "latest_value": "3.1 billion Swiss francs",
        "status": "Softening",
        "context": "9.0% below 2022 peak",
        "source_ref": 5
      },
      {
        "metric": "Consumer confidence",
        "latest_value": "-34.0 points",
        "status": "Recovering",
        "context": "+3.0 pp recent change",
        "source_ref": 7
      },
      {
        "metric": "Product search trend",
        "latest_value": "136.3 index points",
        "status": "Expanding",
        "context": "13.1% below 2022 peak",
        "source_ref": 8
      },
      {
        "metric": "CHF/EUR exchange rate",
        "latest_value": "0.9 CHF per EUR",
        "status": "Local currency stronger",
        "context": "-2.0% YoY",
        "source_ref": 12
      }
    ],
    "sections": [
      {
        "id": "market_size",
        "title": "Market Size & Consumption",
        "main_indicator": "consumer_market_size",
        "summary": "The Swiss furniture consumer market is currently valued at approximately 3.8 billion Swiss francs (4.0 billion euro), indicating a recovering trend with a +0.5% annual change [1]. This recovery suggests a stabilization in consumer demand, which is crucial for both retail and production sectors as they adapt to shifting market conditions and consumer preferences. In terms of retail performance, recent data indicates a slight year-on-year decline of -1.1% in one period, followed by a recovery of +6.6% in another [2]. This fluctuation highlights the dynamic nature of the Swiss furniture market, where short-term pressures may impact long-term growth trajectories, necessitating strategic adjustments in sourcing and supply chain management."
      },
      {
        "id": "retail",
        "title": "Retail & Demand",
        "main_indicator": "retail_turnover",
        "summary": "The retail market for furniture in Switzerland is currently valued at 4.3 billion Swiss francs (4.6 billion euro), reflecting a stable condition with a slight year-on-year decline of -0.7% over the past six months [2]. This stability indicates a resilient demand environment, although it suggests that the market is navigating through a period of modest contraction, which may impact future retail strategies and inventory management. Consumer interest in furniture products is expanding, as evidenced by a product search trend index of 136.3 points, although this is 13.1% below the peak observed in 2022 [8]. This trend indicates a potential recovery phase in consumer engagement, which could lead to increased retail activity in the near term, despite the current market size stability. The interplay between stable retail turnover and expanding product search trends may signal opportunities for retailers to capitalize on renewed consumer interest."
      },
      {
        "id": "industry",
        "title": "Industry & Production",
        "main_indicator": "production_turnover",
        "summary": "Switzerland's furniture production market is currently valued at 2.4 billion Swiss francs (2.5 billion euro), indicating a recovering trend with a year-on-year increase of 1.7% over the past six months [3]. This recovery suggests a stabilization in consumer demand, which is crucial for the retail sector as it navigates the complexities of an import-exposed market. The production turnover data reflects a slight decline current for 2024, with expectations of 2.283 billion Swiss francs, but the overall trajectory remains positive as the market adjusts to changing economic conditions. The producer price index stands at 106.9 index points, showing easing pressure with a marginal increase of 0.2 percentage points year-on-year [4]. This indicates a stabilization in upstream costs, which can positively influence profit margins for local producers. As the market continues to recover, the interplay between production turnover and producer prices will be critical in shaping the overall health of the furniture industry in Switzerland, particularly in the context of its reliance on imports and the broader economic landscape."
      },
      {
        "id": "supply_chain",
        "title": "Trade & Supply Chain",
        "main_indicator": "imports_by_country",
        "summary": "Switzerland's furniture market exhibits a high dependence on imports, with an import share of 82.9% [9]. This significant reliance underscores the strategic importance of foreign suppliers, particularly Germany and Italy, which together account for 48.1% of total imports [6]. The recent softening in furniture imports, now at 3.1 billion Swiss francs (approximately 3.2 billion euros), reflects a 9.0% decline from the 2022 peak [5]. Such trends indicate potential pressures on domestic retail and production, as reduced import volumes may impact the availability of diverse product offerings. The concentration of imports from a few key countries, notably Germany at 32.0% and Italy at 16.6% [6], highlights the vulnerability of Switzerland's furniture supply chain to fluctuations in these markets. As the import volumes from these partners are currently set to decline slightly by 0.9% and 1.2% year-on-year respectively through mid-2026 [6], this could further complicate the sourcing landscape for Swiss retailers. The combination of high import dependence and potential supplier challenges necessitates a strategic reassessment of sourcing practices to ensure stability in the face of evolving market conditions."
      },
      {
        "id": "macroeconomics",
        "title": "Macroeconomics",
        "main_indicator": "consumer_confidence",
        "summary": "Switzerland's furniture market is currently characterized by a consumer confidence level of -34.0 points, indicating a recovering sentiment despite ongoing challenges in the import-exposed non-euro demand landscape [7]. This recovery, reflected in a recent change of +3.0 percentage points, suggests a potential stabilization in consumer spending, which is crucial for the retail and production sectors that heavily rely on domestic demand. The long-term outlook for the Swiss furniture market remains cautious, as consumer sentiment has seen significant fluctuations, with values dropping to -37.0 points earlier in 2026 [7]. This volatility underscores the importance of monitoring macroeconomic conditions, as sustained pressure on consumer confidence could impact import dependence and sourcing strategies, particularly in a market where external factors play a significant role in shaping demand dynamics."
      },
      {
        "id": "currency",
        "title": "Currency",
        "main_indicator": "exchange_rate",
        "summary": "Switzerland's currency, the Swiss Franc (CHF), is currently stronger against the Euro (EUR), with an exchange rate of 0.9 CHF per EUR, reflecting a -2.0% year-over-year change [12]. This strength in the local currency can impact the furniture market by making imports more expensive, potentially leading to increased retail prices for consumers and affecting overall demand in the import-exposed non-euro furniture market. The CHF/EUR exchange rate has shown a trend towards stabilization, with values around 0.914945 in mid-2026 [12]. This stabilization may provide a more predictable environment for furniture retailers and producers, allowing for better planning and sourcing strategies. However, the ongoing strength of the CHF could continue to exert pressure on import-dependent segments of the market, influencing consumer purchasing behavior and overall market dynamics."
      }
    ],
    "source_count": 12
  },
  "notes": [
    "The hub is a composition layer over existing indicator JSON files. Indicator pages remain the canonical source pages for methodology, charts and source-specific notes.",
    "Switzerland is configured as an import-exposed non-euro market hub. Local-currency values are used where available, with euro equivalents used for European comparison."
  ]
}
