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1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="oe of og oh oi l"><div aria-label="Andrew Chen on network effects and competing for growth in a rocketing market"><div class="j i d"><img alt="Andrew Chen on network effects and competing for growth in a rocketing market" class="bx hf" src="https://miro.medium.com/v2/resize:fill:160:106/1*hYxWuc-oEdHBqjfYHX4ANA.jpeg" width="80" height="53" loading="lazy"/></div><div class="h k"><img alt="Andrew Chen on network effects and competing for growth in a rocketing market" class="bx hf" src="https://miro.medium.com/v2/resize:fill:320:214/1*hYxWuc-oEdHBqjfYHX4ANA.jpeg" width="160" height="107" loading="lazy"/></div></div></div></div><div class="oj j i d"><span class="bf b dt z ds"><div class="jk ab gz ae"><div class="ab q ny"><span>Dec 15, 2021</span><div class="h k j i d"><div class="dq nu nv ab q"><div class="fm nw nx ab q ny"><div class="ax nv nz l fo"></div></div><a class="fm lg nx ab q ny" tabindex="-1" rel="noopener follow" href="/mixpanel-s-the-signal/andrew-chen-on-network-effects-and-competing-for-growth-in-a-rocketing-market-1627a1f01f13?source=user_profile_page---------1-------------d9ce9f6dba3e---------------"></a></div></div></div><div class="ab q oa ob"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F1627a1f01f13&operation=register&redirect=https%3A%2F%2Fmedium.com%2Fmixpanel-s-the-signal%2Fandrew-chen-on-network-effects-and-competing-for-growth-in-a-rocketing-market-1627a1f01f13&source=---------1-------------d9ce9f6dba3e----bookmark_preview-----------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" 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q"><div class="lz l"><div><div class="l" aria-hidden="false"><a href="https://medium.com/mixpanel-s-the-signal?source=user_profile_page---------2-------------d9ce9f6dba3e---------------" rel="noopener follow"><div class="dq ab"><img alt="The Mixpanel Blog" class="hf hh hg fo" src="https://miro.medium.com/v2/resize:fill:40:40/1*OcnETLUeKYKHAy_jJw3EnQ@2x.png" width="20" height="20" loading="lazy"/><div class="hf l hg hh fm n fl fn"></div></div></a></div></div></div><div class="ma l"><p class="bf b dt z ds">Published in</p></div><div class="l"><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar mb ab q" href="https://medium.com/mixpanel-s-the-signal?source=user_profile_page---------2-------------d9ce9f6dba3e---------------" rel="noopener follow"><p class="bf b dt z hi hj hk hl hm hn ho hp bk">The Mixpanel Blog</p></a></div></div></div></div></div><div class="ab"><div class="l cl gb"><div class="mc md me mf mg mh mi mj mk ml"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/mixpanel-s-the-signal/user-interviews-and-product-analytics-how-and-when-to-use-each-ab6ebb96c467?source=user_profile_page---------2-------------d9ce9f6dba3e---------------"><h2 class="bf mm mn mo mp jp mq mr ms mt ju mu jw jx mv mw ka mx my mz na nb nc nd ne nf ng hi hk hl hn hp bk">User interviews and product analytics: How and when to use each</h2><div class="nh"><h3 class="bf b ge z hi ni hk hl nj hn hp ds">Understanding the different data each approach gets you can be the real key to success.</h3></div></a></div><div class="h k"><div class="nk nl nm nn no np nq nr ns nt l"><span class="bf b dt z ds"><div class="jk ab gz ae"><div class="ab q ny"><span>Oct 20, 2021</span><div class="h k j i d"><div class="dq nu nv ab q"><div class="fm nw nx ab q ny"><div class="ax nv nz l fo"></div></div><a class="fm lg nx ab q ny" tabindex="-1" rel="noopener follow" 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0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="oe of og oh oi l"><div aria-label="User interviews and product analytics: How and when to use each"><div class="j i d"><img alt="User interviews and product analytics: How and when to use each" class="bx hf" src="https://miro.medium.com/v2/resize:fill:160:106/1*504d2CfIp0cD6NIGzB-olw@2x.png" width="80" height="53" loading="lazy"/></div><div class="h k"><img alt="User interviews and product analytics: How and when to use each" class="bx hf" src="https://miro.medium.com/v2/resize:fill:320:214/1*504d2CfIp0cD6NIGzB-olw@2x.png" width="160" height="107" loading="lazy"/></div></div></div></div><div class="oj j i d"><span class="bf b dt z ds"><div class="jk ab gz ae"><div class="ab q ny"><span>Oct 20, 2021</span><div class="h k j i d"><div class="dq nu nv ab q"><div class="fm nw nx ab q ny"><div class="ax nv nz l fo"></div></div><a class="fm lg nx ab q ny" tabindex="-1" rel="noopener follow" href="/mixpanel-s-the-signal/user-interviews-and-product-analytics-how-and-when-to-use-each-ab6ebb96c467?source=user_profile_page---------2-------------d9ce9f6dba3e---------------"></a></div></div></div><div class="ab q oa ob"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2Fab6ebb96c467&operation=register&redirect=https%3A%2F%2Fmedium.com%2Fmixpanel-s-the-signal%2Fuser-interviews-and-product-analytics-how-and-when-to-use-each-ab6ebb96c467&source=---------2-------------d9ce9f6dba3e----bookmark_preview-----------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds oc od" aria-label="Add to list bookmark button"><path 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href="/mixpanel-s-the-signal/the-product-renaissance-5d2f38d5a7fc?source=user_profile_page---------3-------------d9ce9f6dba3e---------------"><h2 class="bf mm mn mo mp jp mq mr ms mt ju mu jw jx mv mw ka mx my mz na nb nc nd ne nf ng hi hk hl hn hp bk">The Product Renaissance</h2><div class="nh"><h3 class="bf b ge z hi ni hk hl nj hn hp ds">Steven Sinofsky and Suhail Doshi in conversation</h3></div></a></div><div class="h k"><div class="nk nl nm nn no np nq nr ns nt l"><span class="bf b dt z ds"><div class="jk ab gz ae"><div class="ab q ny"><span>Jan 26, 2017</span><div class="h k j i d"><div class="dq nu nv ab q"><div class="fm nw nx ab q ny"><div class="ax nv nz l fo"></div></div><a class="fm lg nx ab q ny" tabindex="-1" rel="noopener follow" href="/mixpanel-s-the-signal/the-product-renaissance-5d2f38d5a7fc?source=user_profile_page---------3-------------d9ce9f6dba3e---------------"><div><div class="ab" aria-hidden="false"><div class="ab q or"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>1</span></div></div></div></a></div></div></div><div class="ab q oa ob"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F5d2f38d5a7fc&operation=register&redirect=https%3A%2F%2Fmedium.com%2Fmixpanel-s-the-signal%2Fthe-product-renaissance-5d2f38d5a7fc&source=---------3-------------d9ce9f6dba3e----bookmark_preview-----------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds oc od" aria-label="Add to list 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2017</span><div class="h k j i d"><div class="dq nu nv ab q"><div class="fm nw nx ab q ny"><div class="ax nv nz l fo"></div></div><a class="fm lg nx ab q ny" tabindex="-1" rel="noopener follow" href="/mixpanel-s-the-signal/the-product-renaissance-5d2f38d5a7fc?source=user_profile_page---------3-------------d9ce9f6dba3e---------------"><div><div class="ab" aria-hidden="false"><div class="ab q or"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>1</span></div></div></div></a></div></div></div><div class="ab q oa ob"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" 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l"><article class=""><div class="lp l"><div class="bh dp"><div class="l"><div class="bh l"><div style="position:relative;display:flex" role="link" data-href="https://medium.com/mixpanel-s-the-signal/beyond-the-ad-three-media-experts-discuss-revenue-models-d871b5cad0e7" tabindex="0"><div class="bh lq lr ls lt"><div class="ab"><div class="lu lv lw lx ly ab q"><div class="lz l"><div><div class="l" aria-hidden="false"><a href="https://medium.com/mixpanel-s-the-signal?source=user_profile_page---------4-------------d9ce9f6dba3e---------------" rel="noopener follow"><div class="dq ab"><img alt="The Mixpanel Blog" class="hf hh hg fo" src="https://miro.medium.com/v2/resize:fill:40:40/1*OcnETLUeKYKHAy_jJw3EnQ@2x.png" width="20" height="20" loading="lazy"/><div class="hf l hg hh fm n fl fn"></div></div></a></div></div></div><div class="ma l"><p class="bf b dt z ds">Published in</p></div><div class="l"><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar mb ab 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There’s an 8x difference</h2><div class="nh"><h3 class="bf b ge z hi ni hk hl nj hn hp ds">Tl;dr By purchasing a modern data solution like Mixpanel, companies save time and money, and are able to focus their internal resources on…</h3></div></a></div><div class="h k"><div class="nk nl nm nn no np nq nr ns nt l"><span class="bf b dt z ds"><div class="jk ab gz ae"><div class="ab q ny"><span>Jan 12, 2017</span><div class="h k j i d"><div class="dq nu nv ab q"><div class="fm nw nx ab q ny"><div class="ax nv nz l fo"></div></div><a class="fm lg nx ab q ny" tabindex="-1" rel="noopener follow" href="/mixpanel-s-the-signal/build-or-buy-analytics-theres-an-8x-difference-b95824341ce4?source=user_profile_page---------5-------------d9ce9f6dba3e---------------"></a></div></div></div><div class="ab q oa ob"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2Fb95824341ce4&operation=register&redirect=https%3A%2F%2Fmedium.com%2Fmixpanel-s-the-signal%2Fbuild-or-buy-analytics-theres-an-8x-difference-b95824341ce4&source=---------5-------------d9ce9f6dba3e----bookmark_preview-----------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds oc od" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="oe of og oh oi l"><div aria-label="Build or buy analytics? 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