Stratinnovexia Research
South African Rise & Decline Sentiment – Operator Console
Operator Console
Academic Analytics Workbench β€’ Doctoral Student Use

SA Sentiment Operator Console

Doctoral-grade mixed-methods cockpit for quantitative + qualitative evidence on South Africa’s performance.

Operator Login

Use your provisioned operator account. Credentials are managed server-side.
πŸ“‹ SA Sentiment Survey

Participate in our doctoral research survey to share your perspectives on South Africa's economic trajectory.

πŸ”— Take the Survey β†’
Control & Execution
SA Performance Data
Media & Sentiment
Survey Sentiment
Interviews
Macro Data
Rise / Decline Analysis
Doctoral Analysis

Control Plane

Automation Flags
When off, sentiment processing falls back to heuristic-only classification.
Pipeline Triggers
Academic Integrity

Evidence is versioned and reproducible. Each download bundles codebooks, timeline overlays, and statistical outputs ready for appendices.

Last Run Statistics

Operation Last Run Duration Status
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South Africa Performance Data

Economic Momentum: GDP Growth & GFCF

Labour Market: Unemployment

Long-run joblessness trend (Stats SA / WB).

Energy System: EAF, Generation & Loadshedding (2007-2025)

Comprehensive electricity metrics: EAF% (green, left axis), Loadshedding Days (red, left axis), and Generation TWh (blue, right axis). Data from ESKOM_SUMMARY 2007-2025. Note: 2023 = "Blackout Year" (335 days, 55% EAF, 195 TWh); 2025 shows recovery (8 days, 64.4% EAF, 225 TWh). Critical RQ2 infrastructure mechanism evidence.

Electricity Generation Trends

Total electricity generation (GWh) from ESKOM_SUMMARY and UN Energy Statistics. Shows long-term generation capacity and output trends.

Sectoral Electricity Consumption

Iron & Steel and Rail Transport electricity consumption trends (UN Energy Statistics 1993-2022). Steel shows a steep mid-2000s to mid-2010s decline.

Transmission & Distribution Losses

⚠️ System losses increased 61.5% from 1990s to 2015+, indicating infrastructure degradation. Critical RQ2 mechanism indicator.

Crime & Safety β€” National + Provinces

National total with top provinces overlaid (SAPS crime categories, normalised totals).

Crime Types (Top Categories)

Top crime types aggregated across provinces (counts; SAPS).

Media & Sentiment Sensor

Coverage
Sentiment Analysis Status
Theme Sentiment (Media)

Distribution Across Tracked Sentiment Series

Average Sentiment by Year

Survey Sentiment Observatory

Completion & Sentiment
Reliability & Quality
By Section (Olson / Baumol frames)
Demographic Spread

Daily Completions

Overall Sentiment Distribution (Likert→sentiment)

Detailed Survey Response by Tracked Code

Per-code breakouts (Likert 1–5).

Interview Data & Analysis

Completion & Sentiment
Reliability & Quality
By Province
By Sector

By Province

By Sector

By Outlook

Average Dimension Scores

Interview Records

Interview ID Sector Province Overall PI GV EC INF IN Outlook

Macro Spine (OECD / IMF / WB)

Ingestion Status
Source Coverage

Recent Macro Rows (for quick QA)

Macro Data Coverage by Year

Macro Series Filter

Macro Series Visualizations

Macro Series by Category

Rise / Decline Analysis (Saunders-Aligned)

Mixed-methods synthesis aligned to RQ1–RQ4: structural breaks (Olsonian timing), infrastructure mediation, peer counterfactuals, and sentiment triangulation.
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Saunders Onion Layer Weighting (Chapter 3 Anchor)

Narrative weighting of philosophy, approach, choice, strategy, time horizon, and techniques across Chapters 3–6.

Chapter 3–6 Method Trajectory

How each chapter operationalises the research onion from design through conclusions.
Structural Breaks (Sequential F-test)
Difference-in-Differences
Mediation & Mechanisms
Stacked DID (Capture Events)
Triangulation (Survey + Media + Macro)
Event Impact (Survey EV)
Survey Reliability
Methods Coverage
Infrastructure Impact (EAF/Loadshedding)
Comprehensive Triangulation (2010-2025)
State Capture Timeline Mapping

Olsonian "Scissors Effect" β€” Capital vs Extraction

Real GDP growth (annual %) sits on the left axis (with a three-year smoothing ribbon) while gross government debt (% of GDP) anchors the right axis. A purple line shows the debt-minus-growth gap so the blades' opening width is quantified.
Hypothesis alignment summary unavailable until diagnostics run.

Rise / Decline Timeline

Macro + USD/ZAR + Fed

Series indexed to first available value; event markers colored by Rise/Decline/Inflect.
Indexed view helps compare different units (macro, rates, FX). Large-change series (USD/ZAR) on left axis, percentage series (GDP%, CPI%, etc.) on right axis. Latest values listed below the chart.

Event Table

Fiscal Stress & Cost-of-Living Diagnostics

Debt & Fiscal Balance (ZAF)
Debt ↔ Govt Spend Link
Cost-of-Living Stress (ZAF)
Peer Gap (ZAF vs CHL/IND/BRA/ZWE/BWA)
Macro Coverage Audit
Hypothesis Linkage

Debt-to-GDP, Budget Balance, Gov Expenditure (ZAF)

All series are % of GDP; gaps reflect data availability.

Food vs Clothing CPI Index (ZAF)

Indexed to first available year (base = 100).

Budget Balance vs Trade Balance (ZAF)

Budget balance shown as % of GDP; trade balance in current USD.

Chapter 4 Joint Displays – Mixed Methods Integration

Survey aggregates, interview evaluative scores, and objective macro-institutional indicators
Joint Display 1: Governance & Investment
Construct Survey Mean Interview Mean Indicator
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Joint Display 2: Infrastructure Transmission
Construct Survey Mean Interview Mean Indicator
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Joint Display 3: Capitalism & Innovation
Construct Survey Mean Interview Mean Indicator
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Joint Display Summary: Survey vs Interview by Dimension

Grouped bar chart comparing survey means and interview evaluative scores across dimensions.
RQ Scorecard
Qualitative Pulse

Joint Display: Media Tone vs Macro Series

Media sentiment (if available) overlaid on combined macro seriesβ€”no selector needed.
Left axis: macro series; Right axis (if present): media sentiment.

Doctoral Analysis (Correlation + Causal Synthesis)

Advanced Econometric Research
Comprehensive correlation chains, BRICS comparisons, structural break synchronization, and causal pathway analysis linking infrastructure decay to industrial collapse.

Saunders Research Onion Framework (Chapters 3–6)

Visualized directly from the Chapter 3–6 methodological and narrative writing.
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Figure 3.6 β€” Saunders Onion Layer Emphasis (Ch.3–6)

Each line shows chapter emphasis on one onion layer.

Figure 3.7 β€” Chapter Method Mix (Quant/Qual/Integration)

Stacked profile of the mixed-method execution described in each chapter.

Figure 5.6 β€” Onion-to-Inference Trajectory

From methodological architecture (Chapter 3) to empirical integration (4), reform sequencing (5), and contribution logic (6).

🏭 Infrastructure Decay β†’ Industrial Capacity Collapse

Steel Electricity Consumption
Load Shedding Impact
Industrial Cascade Effects

🌍 BRICS Manufacturing Divergence

Country Trends
SA vs India vs Brazil β€” Manufacturing Value Added (% of GDP)
Interpretation

BRICS Manufacturing Value Added (% of GDP)

⚑ SOE Collapse β†’ Systemic Economic Impact

Eskom β†’ Manufacturing Chain
Eskom β†’ Economic Indicators
SOE β†’ Confidence Chain
Infrastructure β†’ Competitiveness

πŸ“š Chapter 4 Thesis Figures (Console Rendered)

Tiered fig_4.x canvases now originate from the operator console so batch export PNGs mirror the workbook.

Figure 4.3 β€” Infrastructure Collapse Chain

EAF vs manufacturing share with load shedding intensity.

Figure 4.4 β€” State Capture Intensity Timeline

Normalized capture pressure alongside EAF and macro profitability proxy.

Figure 4.5 β€” Investment Collapse (GFCF)

GFCF % GDP paired with growth/counterfactual track.

Figure 4.6 β€” BRICS Divergence Detailed

South Africa vs India vs Brazil manufacturing value added.

Figure 4.7 β€” Governance & Macro Outcomes

WGI, inflation, GDP per capita growth, and GFCF trajectories.

πŸ“Š Structural Break Synchronization

Break Clustering Analysis
Critical Periods Identified
Synchronization Interpretation

Structural Breaks by Year (Frequency Across Series)

πŸš‚ Rail Decline β†’ Logistics Rent Extraction & Elite Capture

Rail Electricity Collapse
Patient β†’ Non-Patient Capital Shift
Rent Extraction Evidence

πŸ›οΈ Governance Failure as Pre-Indicator of SOE Collapse

Research Question: Does governance deterioration precede infrastructure collapse?
Hypothesis: Governance failure (2009-2018) β†’ SOE collapse manifests later (2014-2025)
Period Analysis
Temporal Sequence Evidence
Key Finding

Eskom EAF Timeline: Governance Periods (Pre-Capture β†’ State Capture β†’ Post-Zondo)

πŸ“‰ Fiscal Stress & Debt Dynamics (BRICS + Chile)

Debt Trajectory Summary
Budget Balance Shift
Rent-Extraction Proxy

Budget Balance vs Government Expenditure (Peers)

Lines show budget balance and government expenditure (% GDP) per peer.

Public Debt (% of GDP)

Budget Balance (% of GDP)

Government Expenditure (% of GDP)

πŸ₯– Cost-of-Living Divergence (Food & Clothing CPI)

Cost-of-Living Summary
Food CPI Growth
Clothing CPI Growth

Cost-of-Living Divergence (ZAF vs Peer Median)

Food/clothing indices indexed to each series' first available year (base = 100).

Food CPI Index (Indexed)

Each country indexed to its first available year (base = 100).

Clothing CPI Index (Indexed)

Each country indexed to its first available year (base = 100).

βœ‚οΈ Olsonian "Scissors Effect": Capital vs Extraction + Leverage

Capital Inflows vs Extraction Pressures (Indexed)

Focus view: real GDP growth + 3-year ribbon (left axis), sovereign debt (% of GDP, right axis), and the purple debt-minus-growth gap line (secondary right axis) highlight how leverage pries the blades open post-2008.
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🧭 Option B: UMIC + BRICS Blended Peer Panel

Peer Composition & Coverage
Macro Counterfactual (Growth, Debt, Balance)
Governance Envelope (WGI)
Infrastructure & Digital Access
Robustness & Structural Notes

Option B Indicator Coverage

Number of peers with ≥10 annual observations (1990-2025) per indicator.

Real GDP Growth: ZAF vs Option B Median

Highlights post-2008 divergence relative to the UMIC + SADC control group.

🌐 External Balance & Labour Market Stress

Trade Balance Summary
Unemployment Segmentation

Trade Balance of Goods (Peers)

Unemployment: Total, Youth, Female (ZAF vs Peer Median)

πŸ“‘ Comprehensive Doctoral Report

Comprehensive export includes: Structural Breaks, Infrastructure Impact, State Capture Timeline, Comprehensive Triangulation (Macro/Media/Survey), primary and secondary doctoral research reports, and Chapter 3/4 thesis writeup artifacts.
Research Questions Addressed:
  • Does electricity infrastructure decay cause industrial capacity collapse?
  • What differentiates SA's manufacturing decline from BRICS peers (especially India)?
  • Do SOE failures create cascading economic impacts across multiple sectors?
  • Are structural breaks synchronized across economic indicators during crisis periods?
  • Does rail infrastructure collapse enable logistics rent extraction and elite capture?
  • Does governance failure PRECEDE and PREDICT SOE/infrastructure collapse? (LEADING INDICATOR)
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