Brands say a lot. But which ones mean it? We used sentiment analysis to find values-aligned partners through trust, care, and equity signals. #SentimentAnalysis #ValueDriven #LanguageOfImpact #NarrativeIntelligence #TrustAndCare #SDG3 #ESGSignals #MapWhatMatters

Slogans don’t shift systems. But networks, trust, and shared stories do. That’s why we launched Connecting for Change. We help purpose-driven orgs find the allies, narratives, and signals that move missions forward. Let’s map what matters. #ImpactMapping #SocialChange

What do climate + maternal health campaigns have in common? 🧭 Invisible influencers 🧠 Language silos 🌉 Unexpected bridges 🗣 Shared emotional signals We mapped the real stories behind two global efforts. Let’s map yours. 🌐 connectingforchangellc.com #MapWhatMatters

We help purpose-driven orgs use data and narrative intelligence to drive smarter coalitions. Follow us for fresh insight. 🌐 connectingforchangellc.com #ConnectingForChange #NarrativeIntelligence #NetworkStrategy #PurposeDriven #SDG17 #SocialImpactStrategy #MapWhatMatters

Pope Leo XIV’s election? Predicted by network analysis — relationships, not titles, shaped the outcome. At C4C, we help orgs harness these insights to drive their own change. Curious how? Let’s connect. unibocconi.it/en/news/networ… #NetworkAnalysis #Leadership

During COVID, just 12 people drove most anti-vax misinformation online. The lesson? Influencers matter. In any network, knowing who shapes the narrative is key. At C4C, we help clients map influence to drive change → want to learn more? DM us. npr.org/996570855

Want to live like a boss? Follow the money trail. Beyond the Caymans, places like the Netherlands are key “conduits” in tax evasion. It’s bridges and connectors that matter, not just the end nodes. At C4C, we reveal these hidden dynamics for good. 🌍 bit.ly/3HvHDSa

Silence in a network can reveal a lot. Enron's email pattern analysis (not content) exposed fraud through sudden silences, tight cliques, and disappearing nodes. ‏• ﮼ســــاري ⸀⸀ ❀⸀ ْ•.♡ uses similar methods to evaluate coalition health & stakeholder risk. Sometimes, what's missing is most telling.

Loneliness isn't just emotional, it's structural. Dutch researchers used real-world connections to identify who’s most at risk, influencing public policy. ‏• ﮼ســــاري ⸀⸀ ❀⸀ ْ•.♡, we see loneliness as a systems indicator. Let's build resilient communities. bit.ly/4e2uk7R

💰 Uncover hidden financial crimes with network analysis. What seems like random transfers reveals a story of illicit networks. At Connecting for Change, we use similar techniques to detect misinformation and ecosystem gaps. The map is the method. bit.ly/3FBSpFU

🗳️ Research shows rising partisan clustering in Congress since the 1970s, w lawmakers voting more in line with their party. @C4C, we use similar metrics to analyze echo chambers in coalitions. Networks reveal alliances and measure entrenchment. bit.ly/4e4XuTY

Mapping Donors, Wars, and Energy Agendas. The Washington Post used network maps to illustrate how Bush-era policymakers, energy donors, and lobbying firms influenced post-9/11 policy moves, highlighting the energy sector's dominance. buff.ly/WU0LYZ0

🐉 Want to survive in Westeros? Be a central node. Network analysis of GoT revealed Tyrion Lannister the most central character, w edge weights even predicting major character deaths. It’s not just fantasy, it’s predictive modeling of social systems. buff.ly/7TuGKN0

Disinformation is strategically networked to spread false narratives. Coordinated clusters manipulate algorithms to push narratives to mainstream feeds. C4C maps actors to differentiate btwn noise & strategic actions. buff.ly/yzRFerd

🏦 What if lenders set the rules? Follow the network. Mapping of Donald Trump’s business empire showed $2.5B in loans from institutions later eased by regulations, highlighting conflicts between private interests & public power. Networks reveal influence. buff.ly/LIZhtpf

📢 Who truly drives viral movements? A retweet network analysis of #DefundBBC showed it was driven by a genuine grassroots cluster, unlike astroturfed campaigns. A few key influencers generated > 70% of the activity. C4C tracks trends AND their drivers. buff.ly/NiG5F1V

🔍 At Connecting for Change, we help mission-driven organizations do just that: Map who’s shaping their narrative. See where partnerships stall or thrive. Spot the brokers, the bridges, the blind spots. Design strategy that reflects real-world dynamics — not org charts