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Tag Archives for data analytics

Door-to-Door Campaigning: The Esri Component Part I

We’ve stressed the importance of face-to-face interaction, door-to-door canvassing, and boots-on-the-ground. Sometimes, however, it can all seem overwhelming. If you introduce yourself to people from nearly every demographic (especially if you live in an urban city), you want to make sure that you avoid presenting the same message to each demographic. You might know which door you’ll be knocking on, but make sure you’ve done some groundwork as to who will be opening it.

Voter Gravity has integrated Esri Tapestry Segmentation into our Esri base maps. Esri Tapestry Segmentation combines of all the possible demographics you may encounter — whether you live in an Urban city or a rural area. They break six main categories into 65 different Lifestyles. Today, we’ve broken down the large tapestry into sections that correspond to your possible campaign area and picked just a few lifestyles to share. Hopefully this can be a starting point as you tailor your face-to-face talking points and introductions in a way that will be meaningful and powerful.

A. Principal Urban Centers:

1. Laptops and Lattes: Singles/shared apartments – These solo acts own a Blackberry, bank online, shop at Banana Republic, listen to public radio, and rent cars from Budget.

2. Social Security Set: Elderly Singles – This demographic reads books, paints, and draws, consults a financial planner, attends auto-racing events, owns/leasees domestic vehicle.

3. Urban Villages: Family mix w/strong family life – These families visit sea world, have mortgage insurance, play soccer/watch soccer on TV, listen to hispanic radio, and own/lease a Toyota.

4. High Rise Renters: Families/Singles – This demographic shops at BJ’s Wholesale club, has renter’s insurance, attends ball games, listens to Urban radio, and uses public transport.

5. Metro Renters: Singles/shared – These citizens travel by plane frequently, have renter’s insurance, play tennis, listen to alternative radio, and rent cars from Hertz.

B. Metro Cities:

1. Top Rung: Families in High Society – These high floaters participate in public/civic activities, own stock worth $75,000+, vacation overseas, listen to all-news radio, and own/lease a luxury car.

2. Urban Chic: Mix households living in upscale avenues – They order from Amazon.com, trade/track investments online, buy natural organic foods, listen to classical music on radio, and spent 30,000+ on last vehicle.

3. Milk and Cookies: Middle class families living in a metropolis – These families frequent fast-food/drive-in restaurants, watch the education channels and Cartoon Network, and own/lease a Nisson.

4. Inner City Tenants: Mixed company with global roots – They play football or basketball, have a personal education loan, go dancing, read music or fashion magazines, and own/lease a Honda.

5. Dorms to Diplomas: College students, singles and shared – These youngsters participate in a variety of sports, have personal education loans, own an iPod, watch MTV, and have an auto insurance with State Farm Mutual.

C. Urban Outskirts:

1. Boomburbs: High Society Couples w/Kids in suburbs – These families shop and bank online, visit disney world (Fl), listen to sports on radio, and own/lease an SUV.

2. Main Street U.S.A.: Mixed belonging to what Esri terms “traditional living” – Buy children’s toys, games, and clothes, consult financial planner, rent movies on DVD, and watch court shows in TV.

3. College Towns: Singles/Shared multiunit rentals – Work for a political party/candidate, bank online, attend college sports events, go to bars, listen to public, alternative radio, and own/lease a toyota.

4. Southwestern Families: Family Mix – These white, Amer. Indian, and Hispanic families – have a new car loan, play soccer, football, or softball, listen to Hispanic Radio, own/lease a Nixon.

5. Metro City Edge: Families in a metropolis – These just-off-the-city-limit-dwellers are lower/middle class, bank at savings & loan, go to the movies frequently, watch courtroom shows on tv, own/lease a Buick.

D. Suburban Periphery:

1. Suburban Splendor: Married-Couple Families in High Society – They enjoy gardening, hold a large life insurance policy, stay at Hilton hotels, listen to all-news radio, and read travel, sports and magazines.

2. Silver and Gold: Married couples w/ no kids – these upper class seniors go boating and fishing, own shares in bonds, attend classical music shows/operas, and watch the golf channel.

3. Midlife Junction: Mixed combination of middle-aged, middle-class americans – these people go fishing, own U.S. Savings bonds, attend tennis matches, read 2+ daily, sunday newspapers.

4. Military Proximity: Married Couples w/Kids in a college or military environment – they play basketball, go bowling, trade stocks/bonds/funds online, watch news and sci-fi shows in TV.

5. Home Town: Mixed group living in small communities – these small town/steady job types play football, go fishing, have a personal education loan, attend country music performance, watch syndicated TV, and own/lease domestic vehicle.

E. Small Towns
*Esri only has three lifestyles for this category.

1. Cross Roads: Lower/Middle income family mix – these families watch movies on DVD, bak in person, play volleyball and softball, read fishing and hunting magazines, and own/lease a Ford.

2. Senior Sun Seekers: Married Couples w/no kids and singles – these relatively independent senior individuals are members of a fraternal order or veterans’ club, own annuities, go fishing, read, or play bingo, watch game and news shows on TV, and own/lease a station wagon.

3. Heartland Communities: Mixed group of lower/middle class individuals – they work on their lawn, garden. DIY projects, own shares in mutual funds, order products from Amazon, watch cable TV, and own.lease a domestic vehicle. 

F. Rural Areas

1. Green Acres: Prosperous, married couple homeowners – they do gardening/woodworking, have home equity credit line, attend country music shows, watch auto-racing on TV, and drive 20,000+ mi/yr.

2. Salt of the Earth: Married-Couple families in small communities with settled jobs – they enjoy gardening and outdoor projects, own CD 6+ months, watch CMT, own a motorcycle.

3. Rural Resort Dwellers: Married/Couples w/no kids living in a small town – they do woodworking and furniture refinishing, have overdraft protection, do target shooting, watch rodeo/bull riding on TV, and own an ATB/UTV.

4. Rooted Rural: Married Couple Families with lower/middle income – they own dogs, use full-service bank, go hunting, fishing horseback riding, watch rodeos, tractor pulls on TV, Own and ATV/UTV.

5. Rural Bypass: Family mix of lower/middle income – they attend auto racing events, own CDs for 6+ months, go hunting, read fishing/hunting magazines, and own/lease a compact pickup.

If you have any questions about how Esri Tapestry Segmentation fits in with Voter Gravity data, contact us today!

 

7 Creative Ways to Target Voters

Through technology like Voter Gravity, you’re given a universe of data on your potential voters. Now what?

There’s the most obvious uses for voter data, including identifying voter history and targeting people most likely to vote for your candidate, the swing voters, and those who will vote for your opponent. You must always target voters with data in at least these two ways:

  1. Use voter history data to point volunteers to the highest turnout precincts in the final GOTV push.
  2. On election day, call and knock the precise audience most likely to help you win.

But, as we often say, good voter data contains more than just whether someone has voted before or what issues are important to them. It helps your political campaign make important decisions, from identifying donors to messaging to absentee voters.

We encourage you to get creative with the myriad of ways you can slice and dice the data in order to focus your efforts most effectively. We are fully convinced that every single modern campaign, regardless of size, must run on many forms of voter targeting.

Here are some of my favorite practical but creative ways to leverage the data that you have at your disposal as a state or local political campaign:

  1. Donors: Look at common attributes of your current donors and identify patterns that could help you identify likely future donors.
  2. Volunteers: Draw volunteers early on in the campaign from your targeted supporters. Don’t just contact them with requests to vote, but requests to volunteer and become your advocate.
  3. Absentee Voters: Identify past absentee voters and reach them early with specific messages. This allows you to give them helpful information like absentee voting deadlines, while also persuading them to vote for you.
  4. Ads: Know which voters pay attention to specific media. Combine that knowledge with other data, such as how they spend their free time or money, or the age of their children. Then, tailor any radio or TV ads to those specific voters. Or, bow out of advertising on a specific channel or station if your targeted voters aren’t a likely audience.
  5. Yard Signs: Place yard signs in areas throughout your district with high visibility to targeted voters. Also, tailor the messages on those signs to appeal to the surrounding neighborhoods.
  6. Voter Turnout: If running against an incumbent, determine the areas the incumbent faired poorly among voters.
  7. Mailings: Send (very) tailored mailings to different segments in your district. With Voter Gravity’s Esri Tapestry partnership, you can identify voters who have multiple points in common. For instance, send one mailing to the people who “own dogs, use full-service banks, go hunting, fishing, horseback riding, watch rodeos, tractor pulls on TV, and own an ATV/UTV” and another mailing to the people (in your same district) who have these points in common: “Paint and draw, have a second mortgage, listen to classical music on the radio, read baby magazines, and own motorcycles.”

How to Read the Data on Why Obama Won

We’re firm believers in taking a good, hard look at data before making that next step. This includes gathering data from past elections to better inform future campaigns. Conservatives have much to learn from last year’s Presidential Campaigns and a year later, they’re still gathering insight. That’s good.

But what’s not good is when they simply sit on the data and fail to let it affect their future actions. This is one of the reasons why Voter Gravity exists – to use data to spur real, actionable insights. The outcome? Victory for your campaign.

Yesterday, a Washington Post piece by John Sides and Lynn Vavreck titled “What really decided the 2012 election, in 10 graphs” highlighted specific stats on the 2012 Presidential Election. The graphs include the following findings:

  1. Republicans liked Romney. Really!
  2. Conservative Republicans liked Romney too.
  3. Republican primary voters were not much divided by ideology.
  4. Romney appealed to the mainstream of the party.
  5. The economic fundamentals favored Obama.
  6. Party loyalty is really powerful.
  7. Most groups of voters move in similar fashion from election to election.
  8. Obama’s “gifts” didn’t amount to much.
  9. It was hard for Obama or Romney to out-campaign the other.
  10. Romney did not lose because he was perceived as too conservative.
Read their article for more detail and for a look at the graphs themselves. We encourage you to make it your mission to keep up with data on past elections. The implications for future campaigns, including your own, can’t be overstated.

9 Ways to Track Your Social Media Success

At Voter Gravity we’re interested in the data, analytics, and science that goes into empowering a political campaign. But we’ve been there. Running a campaign takes time. And now you have a digital campaign to keep up with. Trying to keep track of who’s following you, which posts have the most influence, what times are best to post, etc. can be overwhelming. Thankfully, many have come before you and devised simpler methods and tools for tracking the success of your social media campaigns. 

Here are some awesome sites that we think will be useful in saving you time as you track your social media success and allow your digital campaign to play an important role in data-driven voter contact. Always allow the data to inform your digital strategies. Note: As a political candidate, always keep in mind that most tools used for managing company accounts will also work in managing your personal accounts.

General:

  • Social Eye allows you to manage, schedule, approve, publish and moderate your social media posts on Twitter, Facebook and anywhere else you may be posting on a regular basis. Social Eye allows you to perform a few neat tricks to optimize posting. For example, you can set specific times for when you want to post, allowing you to send out content when people are actually online rather than when your team is in the office.
  • Wildfire is actually an app powered by Google Analytics. This handy tool allows you to measure social ROI; everything from revenue on ads to donations can be measured by this little guy. This is an example of an analytics tool that is sold to businesses but will work well for campaigns as well.

Facebook:

  • Booshaka is technically a marketing platform, but this still falls into your aim to market yourself for a position of leadership. Booshaka provides features that help you understand your social media community engagement in order to develop social marketing strategies, and engage with your community in order to increase your awareness of your fan/followers base. 
  • Quintly is geared more specifically towards analyzing Facebook content and interactions, then uses those measurements to provide metrics from which you can adjust your campaign. These metrics specifically help in user interaction and finding the perfect time to post your specific content.
  • Facebook Insights are a feature of every Facebook page. Our basic message to you is: use them! Our favorite features include details about when your fans are online and the success of different post types based on average reach.

Twitter:

  • Twitonomy is an analytics tool with both free and premium versions. Premium features include search analytics, custom date ranges and even downloading data into Excel or PDF. Twitonomy provides you with a wide range of analytics including tweets per day, who you retweet most often, which of your tweets were retweeted the most, which were favorited the most and much more. 
  • Followerwonk is a free product that allows you to grow your twitter account through very specific features tailored to increase the effectiveness of your account. Bio search research is good for exploring the twitter user graph of twitter. This is especially good for outreach. You can also compare users. When you plug in the names of other users on Twitter, you are provided with a Venn Diagram comparing followers, tweets, and anything else that you may want to know about other users out there. 
  • TweetDeck brings clarity to the mess of tweets that your twitter feed would be without organization. It’s considered a staple by many Twitter users. TweetDeck can help you distinguish between tweets from specific users, direct messages, replies, and the rest of the Twitter world. This will be helpful in untangling the constant feed of information.

Bonus: And, just for fun, compare yourself to a friend (or opponent) on Visual.ly. Political analytics doesn’t have to be boring after all.

Targeting Voters with Data is a Science, but Not Rocket Science

Data is important. But unless data is used correctly, by itself it doesn’t win elections. Turning data into real, actionable insights and taking consistent, meaningful action wins elections. 

As a political candidate, targeting voters is a necessary tactic that allows you to get the most out of your voter outreach efforts. But the work doesn’t stop there.

Fine-tuning your voter contact lists is only useful if you know how to connect with that targeted audience. You won’t want to miss the chance to connect, but unless you’re intentional, you may end up doing just that. Whether you’re creating a walk list or a mailing list, making live calls or organizing local volunteers to go door-to-door, using data to determine voter history, who those voters are, and what they like, gives you insight on which voters to reach and how best to establish a connection. 

As we all know, each campaign has limited hours in a day and limited manpower. When mobilizing volunteers, understanding the best walk-lists to generate can move the vote by several percentage points. Generally, there are three broad categories into which voters fall: those who will always support your side, those who will never support your side, and those undecided. I like to call them saints, sinners, and savables. Through my experience working with grassroots activists and campaigns across the country, I’ve seen that a campaign must focus on turning savables into saints and then mobilizing the saints.

Using data to determine the right doors to knock on and people to talk to saves you valuable time. Not to mention, it makes for happy volunteers. (Knocking on the door of a staunch supporter of your opponent is never fun.) But voter history is certainly not the only factor to which you should be paying attention. Targeting a specific slice of voters allows you to bring a specific message to them. For instance:

  • Unaffiliated suburban women who are frequent voters.
  • Republican or unaffiliated voters who recently registered to vote
  • Republican, frequent voters who have not been contacted in the last three months

The 2012 Obama Campaign successfully utilized data to fine-tune voter characteristics. As Sasha Issenberg, author of The Victory Labwrites, “Obama’s analysts built statistical models to pull out other factors that distinguished voters from nonvoters. Socioeconomic factors like income and housing type played a role; those who lived in multi-tenant dwellings, for instance, were less likely to vote. But within those households Obama’s analysts found a twist. A voter living with other people who had a demonstrated history of voting was predicted as more likely to turn out herself.”

So, set your vote goal and aim to identify, persuade, and get-out-the-vote. Let analytics guide your voter-contact efforts to victory. It’s a science, but not rocket science.